2020-08-15 17:34:15,519 - 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 CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) 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: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-08-15 17:34:15,520 - mmaction - INFO - Distributed training: True 2020-08-15 17:34:15,520 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/tsn/tsn_r50_256p_randomresize_1x1x8_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='torchvision://resnet50', depth=50, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.4, init_std=0.01)) # 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' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='RandomResizedCrop', 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=8, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), 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=25, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=12, 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', lr=0.00375, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=1) evaluation = dict( interval=2, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsn_r50_256p_randomresize_1x1x8_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-08-15 17:34:31,173 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-08-15 17:34:34,252 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-75, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/tsn_r50_256p_randomresize_1x1x8_100e_kinetics400_rgb_8g_fast 2020-08-15 17:34:34,253 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-08-15 17:35:11,940 - mmaction - INFO - Epoch [1][20/2505] lr: 3.750e-03, eta: 5 days, 10:31:57, time: 1.876, data_time: 0.582, memory: 8343, top1_acc: 0.0052, top5_acc: 0.0224, loss_cls: 6.0062, loss: 6.0062, grad_norm: 3.4301 2020-08-15 17:35:23,542 - mmaction - INFO - Epoch [1][40/2505] lr: 3.750e-03, eta: 3 days, 13:37:21, time: 0.585, data_time: 0.010, memory: 8343, top1_acc: 0.0109, top5_acc: 0.0349, loss_cls: 5.9309, loss: 5.9309, grad_norm: 3.4310 2020-08-15 17:35:35,170 - mmaction - INFO - Epoch [1][60/2505] lr: 3.750e-03, eta: 2 days, 22:34:05, time: 0.582, data_time: 0.006, memory: 8343, top1_acc: 0.0177, top5_acc: 0.0510, loss_cls: 5.8528, loss: 5.8528, grad_norm: 3.4477 2020-08-15 17:35:46,740 - mmaction - INFO - Epoch [1][80/2505] lr: 3.750e-03, eta: 2 days, 14:59:38, time: 0.579, data_time: 0.004, memory: 8343, top1_acc: 0.0234, top5_acc: 0.0813, loss_cls: 5.7522, loss: 5.7522, grad_norm: 3.5083 2020-08-15 17:35:58,405 - mmaction - INFO - Epoch [1][100/2505] lr: 3.750e-03, eta: 2 days, 10:28:50, time: 0.582, data_time: 0.004, memory: 8343, top1_acc: 0.0401, top5_acc: 0.1094, loss_cls: 5.6511, loss: 5.6511, grad_norm: 3.5706 2020-08-15 17:36:10,250 - mmaction - INFO - Epoch [1][120/2505] lr: 3.750e-03, eta: 2 days, 7:36:52, time: 0.594, data_time: 0.005, memory: 8343, top1_acc: 0.0396, top5_acc: 0.1255, loss_cls: 5.5640, loss: 5.5640, grad_norm: 3.6646 2020-08-15 17:36:22,318 - mmaction - INFO - Epoch [1][140/2505] lr: 3.750e-03, eta: 2 days, 5:38:37, time: 0.602, data_time: 0.004, memory: 8343, top1_acc: 0.0500, top5_acc: 0.1490, loss_cls: 5.4375, loss: 5.4375, grad_norm: 3.7793 2020-08-15 17:36:34,463 - mmaction - INFO - Epoch [1][160/2505] lr: 3.750e-03, eta: 2 days, 4:13:29, time: 0.609, data_time: 0.005, memory: 8343, top1_acc: 0.0620, top5_acc: 0.1651, loss_cls: 5.3325, loss: 5.3325, grad_norm: 3.8477 2020-08-15 17:36:48,564 - mmaction - INFO - Epoch [1][180/2505] lr: 3.750e-03, eta: 2 days, 3:51:15, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.0677, top5_acc: 0.1984, loss_cls: 5.2223, loss: 5.2223, grad_norm: 3.9084 2020-08-15 17:37:01,185 - mmaction - INFO - Epoch [1][200/2505] lr: 3.750e-03, eta: 2 days, 3:03:52, time: 0.633, data_time: 0.005, memory: 8343, top1_acc: 0.0839, top5_acc: 0.2297, loss_cls: 5.0404, loss: 5.0404, grad_norm: 3.9694 2020-08-15 17:37:14,530 - mmaction - INFO - Epoch [1][220/2505] lr: 3.750e-03, eta: 2 days, 2:37:29, time: 0.666, data_time: 0.004, memory: 8343, top1_acc: 0.0865, top5_acc: 0.2297, loss_cls: 4.9964, loss: 4.9964, grad_norm: 4.0199 2020-08-15 17:37:27,951 - mmaction - INFO - Epoch [1][240/2505] lr: 3.750e-03, eta: 2 days, 2:17:49, time: 0.672, data_time: 0.005, memory: 8343, top1_acc: 0.0807, top5_acc: 0.2286, loss_cls: 4.9475, loss: 4.9475, grad_norm: 4.0066 2020-08-15 17:37:42,481 - mmaction - INFO - Epoch [1][260/2505] lr: 3.750e-03, eta: 2 days, 2:18:41, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.1057, top5_acc: 0.2766, loss_cls: 4.8197, loss: 4.8197, grad_norm: 4.0807 2020-08-15 17:37:57,030 - mmaction - INFO - Epoch [1][280/2505] lr: 3.750e-03, eta: 2 days, 2:18:39, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.1135, top5_acc: 0.2771, loss_cls: 4.7348, loss: 4.7348, grad_norm: 4.1149 2020-08-15 17:38:11,623 - mmaction - INFO - Epoch [1][300/2505] lr: 3.750e-03, eta: 2 days, 2:20:33, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.1167, top5_acc: 0.2927, loss_cls: 4.6336, loss: 4.6336, grad_norm: 4.1481 2020-08-15 17:38:25,454 - mmaction - INFO - Epoch [1][320/2505] lr: 3.750e-03, eta: 2 days, 2:11:34, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.1318, top5_acc: 0.3115, loss_cls: 4.5796, loss: 4.5796, grad_norm: 4.1984 2020-08-15 17:38:39,716 - mmaction - INFO - Epoch [1][340/2505] lr: 3.750e-03, eta: 2 days, 2:09:26, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.1083, top5_acc: 0.3141, loss_cls: 4.5627, loss: 4.5627, grad_norm: 4.2114 2020-08-15 17:38:54,804 - mmaction - INFO - Epoch [1][360/2505] lr: 3.750e-03, eta: 2 days, 2:16:14, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.1302, top5_acc: 0.3292, loss_cls: 4.4427, loss: 4.4427, grad_norm: 4.2556 2020-08-15 17:39:10,326 - mmaction - INFO - Epoch [1][380/2505] lr: 3.750e-03, eta: 2 days, 2:28:01, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.1474, top5_acc: 0.3396, loss_cls: 4.3937, loss: 4.3937, grad_norm: 4.3098 2020-08-15 17:39:25,196 - mmaction - INFO - Epoch [1][400/2505] lr: 3.750e-03, eta: 2 days, 2:31:13, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.1396, top5_acc: 0.3354, loss_cls: 4.3974, loss: 4.3974, grad_norm: 4.2440 2020-08-15 17:39:39,772 - mmaction - INFO - Epoch [1][420/2505] lr: 3.750e-03, eta: 2 days, 2:31:11, time: 0.728, data_time: 0.002, memory: 8343, top1_acc: 0.1505, top5_acc: 0.3599, loss_cls: 4.2966, loss: 4.2966, grad_norm: 4.3340 2020-08-15 17:39:54,047 - mmaction - INFO - Epoch [1][440/2505] lr: 3.750e-03, eta: 2 days, 2:28:38, time: 0.715, data_time: 0.003, memory: 8343, top1_acc: 0.1516, top5_acc: 0.3594, loss_cls: 4.2633, loss: 4.2633, grad_norm: 4.3628 2020-08-15 17:40:10,499 - mmaction - INFO - Epoch [1][460/2505] lr: 3.750e-03, eta: 2 days, 2:45:30, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.1630, top5_acc: 0.3828, loss_cls: 4.2155, loss: 4.2155, grad_norm: 4.4215 2020-08-15 17:40:24,501 - mmaction - INFO - Epoch [1][480/2505] lr: 3.750e-03, eta: 2 days, 2:40:11, time: 0.702, data_time: 0.004, memory: 8343, top1_acc: 0.1578, top5_acc: 0.3719, loss_cls: 4.2153, loss: 4.2153, grad_norm: 4.4173 2020-08-15 17:40:39,066 - mmaction - INFO - Epoch [1][500/2505] lr: 3.750e-03, eta: 2 days, 2:39:05, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.1786, top5_acc: 0.3750, loss_cls: 4.1734, loss: 4.1734, grad_norm: 4.3994 2020-08-15 17:40:54,585 - mmaction - INFO - Epoch [1][520/2505] lr: 3.750e-03, eta: 2 days, 2:46:38, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.1729, top5_acc: 0.4000, loss_cls: 4.1047, loss: 4.1047, grad_norm: 4.4611 2020-08-15 17:41:09,270 - mmaction - INFO - Epoch [1][540/2505] lr: 3.750e-03, eta: 2 days, 2:46:35, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.1760, top5_acc: 0.3979, loss_cls: 4.0482, loss: 4.0482, grad_norm: 4.4783 2020-08-15 17:41:24,832 - mmaction - INFO - Epoch [1][560/2505] lr: 3.750e-03, eta: 2 days, 2:53:36, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.1760, top5_acc: 0.3911, loss_cls: 4.0699, loss: 4.0699, grad_norm: 4.5148 2020-08-15 17:41:39,238 - mmaction - INFO - Epoch [1][580/2505] lr: 3.750e-03, eta: 2 days, 2:51:29, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.1932, top5_acc: 0.4109, loss_cls: 3.9936, loss: 3.9936, grad_norm: 4.5127 2020-08-15 17:41:54,289 - mmaction - INFO - Epoch [1][600/2505] lr: 3.750e-03, eta: 2 days, 2:54:13, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.1964, top5_acc: 0.4276, loss_cls: 3.9686, loss: 3.9686, grad_norm: 4.5373 2020-08-15 17:42:09,023 - mmaction - INFO - Epoch [1][620/2505] lr: 3.750e-03, eta: 2 days, 2:54:02, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.1911, top5_acc: 0.4266, loss_cls: 3.9580, loss: 3.9580, grad_norm: 4.5570 2020-08-15 17:42:24,613 - mmaction - INFO - Epoch [1][640/2505] lr: 3.750e-03, eta: 2 days, 3:00:13, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.2026, top5_acc: 0.4464, loss_cls: 3.8974, loss: 3.8974, grad_norm: 4.5364 2020-08-15 17:42:39,101 - mmaction - INFO - Epoch [1][660/2505] lr: 3.750e-03, eta: 2 days, 2:58:38, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.2005, top5_acc: 0.4385, loss_cls: 3.9165, loss: 3.9165, grad_norm: 4.6048 2020-08-15 17:42:54,120 - mmaction - INFO - Epoch [1][680/2505] lr: 3.750e-03, eta: 2 days, 3:00:12, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.1995, top5_acc: 0.4354, loss_cls: 3.8826, loss: 3.8826, grad_norm: 4.6411 2020-08-15 17:43:09,264 - mmaction - INFO - Epoch [1][700/2505] lr: 3.750e-03, eta: 2 days, 3:02:45, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.2042, top5_acc: 0.4312, loss_cls: 3.8581, loss: 3.8581, grad_norm: 4.6351 2020-08-15 17:43:24,825 - mmaction - INFO - Epoch [1][720/2505] lr: 3.750e-03, eta: 2 days, 3:07:27, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.2026, top5_acc: 0.4312, loss_cls: 3.8581, loss: 3.8581, grad_norm: 4.6179 2020-08-15 17:43:39,494 - mmaction - INFO - Epoch [1][740/2505] lr: 3.750e-03, eta: 2 days, 3:06:34, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.2078, top5_acc: 0.4656, loss_cls: 3.7943, loss: 3.7943, grad_norm: 4.6327 2020-08-15 17:43:54,442 - mmaction - INFO - Epoch [1][760/2505] lr: 3.750e-03, eta: 2 days, 3:07:44, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.2161, top5_acc: 0.4562, loss_cls: 3.7879, loss: 3.7879, grad_norm: 4.7417 2020-08-15 17:44:09,626 - mmaction - INFO - Epoch [1][780/2505] lr: 3.750e-03, eta: 2 days, 3:09:28, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.2229, top5_acc: 0.4630, loss_cls: 3.7569, loss: 3.7569, grad_norm: 4.7575 2020-08-15 17:44:24,505 - mmaction - INFO - Epoch [1][800/2505] lr: 3.750e-03, eta: 2 days, 3:10:17, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.2073, top5_acc: 0.4448, loss_cls: 3.7962, loss: 3.7962, grad_norm: 4.7884 2020-08-15 17:44:40,182 - mmaction - INFO - Epoch [1][820/2505] lr: 3.750e-03, eta: 2 days, 3:14:26, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.2292, top5_acc: 0.4724, loss_cls: 3.7477, loss: 3.7477, grad_norm: 4.7497 2020-08-15 17:44:55,860 - mmaction - INFO - Epoch [1][840/2505] lr: 3.750e-03, eta: 2 days, 3:18:55, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.2313, top5_acc: 0.4786, loss_cls: 3.6842, loss: 3.6842, grad_norm: 4.7487 2020-08-15 17:45:10,337 - mmaction - INFO - Epoch [1][860/2505] lr: 3.750e-03, eta: 2 days, 3:16:50, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.2255, top5_acc: 0.4792, loss_cls: 3.6725, loss: 3.6725, grad_norm: 4.8208 2020-08-15 17:45:25,211 - mmaction - INFO - Epoch [1][880/2505] lr: 3.750e-03, eta: 2 days, 3:17:15, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.2396, top5_acc: 0.4964, loss_cls: 3.5893, loss: 3.5893, grad_norm: 4.8073 2020-08-15 17:45:40,527 - mmaction - INFO - Epoch [1][900/2505] lr: 3.750e-03, eta: 2 days, 3:19:11, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.2526, top5_acc: 0.5099, loss_cls: 3.5500, loss: 3.5500, grad_norm: 4.8127 2020-08-15 17:45:55,482 - mmaction - INFO - Epoch [1][920/2505] lr: 3.750e-03, eta: 2 days, 3:19:51, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.2443, top5_acc: 0.4953, loss_cls: 3.5791, loss: 3.5791, grad_norm: 4.8194 2020-08-15 17:46:10,753 - mmaction - INFO - Epoch [1][940/2505] lr: 3.750e-03, eta: 2 days, 3:21:20, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.2474, top5_acc: 0.4964, loss_cls: 3.6331, loss: 3.6331, grad_norm: 4.8334 2020-08-15 17:46:25,959 - mmaction - INFO - Epoch [1][960/2505] lr: 3.750e-03, eta: 2 days, 3:23:05, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.2755, top5_acc: 0.5266, loss_cls: 3.4650, loss: 3.4650, grad_norm: 4.8406 2020-08-15 17:46:40,741 - mmaction - INFO - Epoch [1][980/2505] lr: 3.750e-03, eta: 2 days, 3:22:30, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.2490, top5_acc: 0.5016, loss_cls: 3.5530, loss: 3.5530, grad_norm: 4.8767 2020-08-15 17:46:56,422 - mmaction - INFO - Epoch [1][1000/2505] lr: 3.750e-03, eta: 2 days, 3:25:56, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.2328, top5_acc: 0.5010, loss_cls: 3.5490, loss: 3.5490, grad_norm: 4.8881 2020-08-15 17:47:11,351 - mmaction - INFO - Epoch [1][1020/2505] lr: 3.750e-03, eta: 2 days, 3:25:56, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.2547, top5_acc: 0.5120, loss_cls: 3.5059, loss: 3.5059, grad_norm: 4.8962 2020-08-15 17:47:26,674 - mmaction - INFO - Epoch [1][1040/2505] lr: 3.750e-03, eta: 2 days, 3:27:43, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.2521, top5_acc: 0.5187, loss_cls: 3.4818, loss: 3.4818, grad_norm: 4.9199 2020-08-15 17:47:41,630 - mmaction - INFO - Epoch [1][1060/2505] lr: 3.750e-03, eta: 2 days, 3:27:45, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.2635, top5_acc: 0.5156, loss_cls: 3.4673, loss: 3.4673, grad_norm: 4.8919 2020-08-15 17:47:56,690 - mmaction - INFO - Epoch [1][1080/2505] lr: 3.750e-03, eta: 2 days, 3:28:24, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.2490, top5_acc: 0.4937, loss_cls: 3.4952, loss: 3.4952, grad_norm: 5.0361 2020-08-15 17:48:12,367 - mmaction - INFO - Epoch [1][1100/2505] lr: 3.750e-03, eta: 2 days, 3:31:05, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.2510, top5_acc: 0.4964, loss_cls: 3.5718, loss: 3.5718, grad_norm: 5.0657 2020-08-15 17:48:27,754 - mmaction - INFO - Epoch [1][1120/2505] lr: 3.750e-03, eta: 2 days, 3:32:56, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.2812, top5_acc: 0.5240, loss_cls: 3.4157, loss: 3.4157, grad_norm: 5.0091 2020-08-15 17:48:43,206 - mmaction - INFO - Epoch [1][1140/2505] lr: 3.750e-03, eta: 2 days, 3:34:45, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.2578, top5_acc: 0.5026, loss_cls: 3.4893, loss: 3.4893, grad_norm: 5.0949 2020-08-15 17:48:58,542 - mmaction - INFO - Epoch [1][1160/2505] lr: 3.750e-03, eta: 2 days, 3:35:55, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.2823, top5_acc: 0.5302, loss_cls: 3.3800, loss: 3.3800, grad_norm: 4.9921 2020-08-15 17:49:13,454 - mmaction - INFO - Epoch [1][1180/2505] lr: 3.750e-03, eta: 2 days, 3:35:53, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.2682, top5_acc: 0.5411, loss_cls: 3.3803, loss: 3.3803, grad_norm: 5.0251 2020-08-15 17:49:28,940 - mmaction - INFO - Epoch [1][1200/2505] lr: 3.750e-03, eta: 2 days, 3:37:25, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.2724, top5_acc: 0.5417, loss_cls: 3.4140, loss: 3.4140, grad_norm: 5.1384 2020-08-15 17:49:43,759 - mmaction - INFO - Epoch [1][1220/2505] lr: 3.750e-03, eta: 2 days, 3:37:01, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.2609, top5_acc: 0.5224, loss_cls: 3.4652, loss: 3.4652, grad_norm: 5.0716 2020-08-15 17:49:59,292 - mmaction - INFO - Epoch [1][1240/2505] lr: 3.750e-03, eta: 2 days, 3:38:50, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.2792, top5_acc: 0.5464, loss_cls: 3.3470, loss: 3.3470, grad_norm: 5.0592 2020-08-15 17:50:14,118 - mmaction - INFO - Epoch [1][1260/2505] lr: 3.750e-03, eta: 2 days, 3:38:23, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.2698, top5_acc: 0.5266, loss_cls: 3.3871, loss: 3.3871, grad_norm: 5.0261 2020-08-15 17:50:30,196 - mmaction - INFO - Epoch [1][1280/2505] lr: 3.750e-03, eta: 2 days, 3:41:47, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.2818, top5_acc: 0.5453, loss_cls: 3.3497, loss: 3.3497, grad_norm: 5.0745 2020-08-15 17:50:44,882 - mmaction - INFO - Epoch [1][1300/2505] lr: 3.750e-03, eta: 2 days, 3:40:44, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.2818, top5_acc: 0.5479, loss_cls: 3.3316, loss: 3.3316, grad_norm: 5.1936 2020-08-15 17:51:00,808 - mmaction - INFO - Epoch [1][1320/2505] lr: 3.750e-03, eta: 2 days, 3:43:41, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.2802, top5_acc: 0.5344, loss_cls: 3.3796, loss: 3.3796, grad_norm: 5.1708 2020-08-15 17:51:15,795 - mmaction - INFO - Epoch [1][1340/2505] lr: 3.750e-03, eta: 2 days, 3:43:34, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.2719, top5_acc: 0.5568, loss_cls: 3.3396, loss: 3.3396, grad_norm: 5.1000 2020-08-15 17:51:30,525 - mmaction - INFO - Epoch [1][1360/2505] lr: 3.750e-03, eta: 2 days, 3:42:40, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.3016, top5_acc: 0.5521, loss_cls: 3.2853, loss: 3.2853, grad_norm: 5.1535 2020-08-15 17:51:46,101 - mmaction - INFO - Epoch [1][1380/2505] lr: 3.750e-03, eta: 2 days, 3:44:16, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.2776, top5_acc: 0.5547, loss_cls: 3.3275, loss: 3.3275, grad_norm: 5.2262 2020-08-15 17:52:01,032 - mmaction - INFO - Epoch [1][1400/2505] lr: 3.750e-03, eta: 2 days, 3:43:55, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.2953, top5_acc: 0.5495, loss_cls: 3.2639, loss: 3.2639, grad_norm: 5.1639 2020-08-15 17:52:16,131 - mmaction - INFO - Epoch [1][1420/2505] lr: 3.750e-03, eta: 2 days, 3:44:12, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.2854, top5_acc: 0.5526, loss_cls: 3.2583, loss: 3.2583, grad_norm: 5.1851 2020-08-15 17:52:31,230 - mmaction - INFO - Epoch [1][1440/2505] lr: 3.750e-03, eta: 2 days, 3:44:15, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.2885, top5_acc: 0.5573, loss_cls: 3.2708, loss: 3.2708, grad_norm: 5.2625 2020-08-15 17:52:46,424 - mmaction - INFO - Epoch [1][1460/2505] lr: 3.750e-03, eta: 2 days, 3:44:46, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.2922, top5_acc: 0.5547, loss_cls: 3.3135, loss: 3.3135, grad_norm: 5.2824 2020-08-15 17:53:01,598 - mmaction - INFO - Epoch [1][1480/2505] lr: 3.750e-03, eta: 2 days, 3:45:01, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.2844, top5_acc: 0.5609, loss_cls: 3.2112, loss: 3.2112, grad_norm: 5.2707 2020-08-15 17:53:17,867 - mmaction - INFO - Epoch [1][1500/2505] lr: 3.750e-03, eta: 2 days, 3:48:25, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.3073, top5_acc: 0.5568, loss_cls: 3.2549, loss: 3.2549, grad_norm: 5.1696 2020-08-15 17:53:32,579 - mmaction - INFO - Epoch [1][1520/2505] lr: 3.750e-03, eta: 2 days, 3:47:25, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.3010, top5_acc: 0.5542, loss_cls: 3.2653, loss: 3.2653, grad_norm: 5.3482 2020-08-15 17:53:47,851 - mmaction - INFO - Epoch [1][1540/2505] lr: 3.750e-03, eta: 2 days, 3:48:03, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.3094, top5_acc: 0.5635, loss_cls: 3.2124, loss: 3.2124, grad_norm: 5.2452 2020-08-15 17:54:02,639 - mmaction - INFO - Epoch [1][1560/2505] lr: 3.750e-03, eta: 2 days, 3:47:07, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.2906, top5_acc: 0.5526, loss_cls: 3.2668, loss: 3.2668, grad_norm: 5.3340 2020-08-15 17:54:18,151 - mmaction - INFO - Epoch [1][1580/2505] lr: 3.750e-03, eta: 2 days, 3:48:26, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.2839, top5_acc: 0.5594, loss_cls: 3.2195, loss: 3.2195, grad_norm: 5.3345 2020-08-15 17:54:33,396 - mmaction - INFO - Epoch [1][1600/2505] lr: 3.750e-03, eta: 2 days, 3:48:47, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.2823, top5_acc: 0.5526, loss_cls: 3.2707, loss: 3.2707, grad_norm: 5.4187 2020-08-15 17:54:48,485 - mmaction - INFO - Epoch [1][1620/2505] lr: 3.750e-03, eta: 2 days, 3:48:52, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.3073, top5_acc: 0.5818, loss_cls: 3.1896, loss: 3.1896, grad_norm: 5.3168 2020-08-15 17:55:04,440 - mmaction - INFO - Epoch [1][1640/2505] lr: 3.750e-03, eta: 2 days, 3:51:03, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.3073, top5_acc: 0.5703, loss_cls: 3.1908, loss: 3.1908, grad_norm: 5.3725 2020-08-15 17:55:20,019 - mmaction - INFO - Epoch [1][1660/2505] lr: 3.750e-03, eta: 2 days, 3:52:12, time: 0.778, data_time: 0.002, memory: 8343, top1_acc: 0.3010, top5_acc: 0.5589, loss_cls: 3.2303, loss: 3.2303, grad_norm: 5.3313 2020-08-15 17:55:34,622 - mmaction - INFO - Epoch [1][1680/2505] lr: 3.750e-03, eta: 2 days, 3:51:00, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.3401, top5_acc: 0.6000, loss_cls: 3.0834, loss: 3.0834, grad_norm: 5.2769 2020-08-15 17:55:49,776 - mmaction - INFO - Epoch [1][1700/2505] lr: 3.750e-03, eta: 2 days, 3:51:02, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.3094, top5_acc: 0.5698, loss_cls: 3.1550, loss: 3.1550, grad_norm: 5.3674 2020-08-15 17:56:04,926 - mmaction - INFO - Epoch [1][1720/2505] lr: 3.750e-03, eta: 2 days, 3:51:12, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.3115, top5_acc: 0.5708, loss_cls: 3.1564, loss: 3.1564, grad_norm: 5.3180 2020-08-15 17:56:21,603 - mmaction - INFO - Epoch [1][1740/2505] lr: 3.750e-03, eta: 2 days, 3:54:57, time: 0.834, data_time: 0.005, memory: 8343, top1_acc: 0.3167, top5_acc: 0.5760, loss_cls: 3.1346, loss: 3.1346, grad_norm: 5.3387 2020-08-15 17:56:36,009 - mmaction - INFO - Epoch [1][1760/2505] lr: 3.750e-03, eta: 2 days, 3:53:09, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.3047, top5_acc: 0.5604, loss_cls: 3.1966, loss: 3.1966, grad_norm: 5.4160 2020-08-15 17:56:51,033 - mmaction - INFO - Epoch [1][1780/2505] lr: 3.750e-03, eta: 2 days, 3:52:59, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.3083, top5_acc: 0.5625, loss_cls: 3.1983, loss: 3.1983, grad_norm: 5.3814 2020-08-15 17:57:07,682 - mmaction - INFO - Epoch [1][1800/2505] lr: 3.750e-03, eta: 2 days, 3:56:21, time: 0.829, data_time: 0.006, memory: 8343, top1_acc: 0.3224, top5_acc: 0.5833, loss_cls: 3.1242, loss: 3.1242, grad_norm: 5.4205 2020-08-15 17:57:21,810 - mmaction - INFO - Epoch [1][1820/2505] lr: 3.750e-03, eta: 2 days, 3:54:09, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.3193, top5_acc: 0.5849, loss_cls: 3.1317, loss: 3.1317, grad_norm: 5.4961 2020-08-15 17:57:37,121 - mmaction - INFO - Epoch [1][1840/2505] lr: 3.750e-03, eta: 2 days, 3:54:30, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.3245, top5_acc: 0.5865, loss_cls: 3.1071, loss: 3.1071, grad_norm: 5.3545 2020-08-15 17:57:51,906 - mmaction - INFO - Epoch [1][1860/2505] lr: 3.750e-03, eta: 2 days, 3:53:45, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.3292, top5_acc: 0.5833, loss_cls: 3.1017, loss: 3.1017, grad_norm: 5.3382 2020-08-15 17:58:07,333 - mmaction - INFO - Epoch [1][1880/2505] lr: 3.750e-03, eta: 2 days, 3:54:20, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.3026, top5_acc: 0.5854, loss_cls: 3.1471, loss: 3.1471, grad_norm: 5.4476 2020-08-15 17:58:23,074 - mmaction - INFO - Epoch [1][1900/2505] lr: 3.750e-03, eta: 2 days, 3:55:41, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.3484, top5_acc: 0.6135, loss_cls: 3.0056, loss: 3.0056, grad_norm: 5.3153 2020-08-15 17:58:39,264 - mmaction - INFO - Epoch [1][1920/2505] lr: 3.750e-03, eta: 2 days, 3:57:51, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.3255, top5_acc: 0.5823, loss_cls: 3.0917, loss: 3.0917, grad_norm: 5.4911 2020-08-15 17:58:54,157 - mmaction - INFO - Epoch [1][1940/2505] lr: 3.750e-03, eta: 2 days, 3:57:20, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.3245, top5_acc: 0.5880, loss_cls: 3.0851, loss: 3.0851, grad_norm: 5.4735 2020-08-15 17:59:09,332 - mmaction - INFO - Epoch [1][1960/2505] lr: 3.750e-03, eta: 2 days, 3:57:16, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.3339, top5_acc: 0.6010, loss_cls: 3.0700, loss: 3.0700, grad_norm: 5.4879 2020-08-15 17:59:24,674 - mmaction - INFO - Epoch [1][1980/2505] lr: 3.750e-03, eta: 2 days, 3:57:37, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.3276, top5_acc: 0.6036, loss_cls: 3.0569, loss: 3.0569, grad_norm: 5.4159 2020-08-15 17:59:39,723 - mmaction - INFO - Epoch [1][2000/2505] lr: 3.750e-03, eta: 2 days, 3:57:22, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.3255, top5_acc: 0.5766, loss_cls: 3.1529, loss: 3.1529, grad_norm: 5.5340 2020-08-15 17:59:54,866 - mmaction - INFO - Epoch [1][2020/2505] lr: 3.750e-03, eta: 2 days, 3:57:22, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.3151, top5_acc: 0.5656, loss_cls: 3.1161, loss: 3.1161, grad_norm: 5.5165 2020-08-15 18:00:10,903 - mmaction - INFO - Epoch [1][2040/2505] lr: 3.750e-03, eta: 2 days, 3:58:52, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.3318, top5_acc: 0.5901, loss_cls: 3.0981, loss: 3.0981, grad_norm: 5.5643 2020-08-15 18:00:25,679 - mmaction - INFO - Epoch [1][2060/2505] lr: 3.750e-03, eta: 2 days, 3:58:13, time: 0.743, data_time: 0.012, memory: 8343, top1_acc: 0.3031, top5_acc: 0.5823, loss_cls: 3.1530, loss: 3.1530, grad_norm: 5.6322 2020-08-15 18:00:40,680 - mmaction - INFO - Epoch [1][2080/2505] lr: 3.750e-03, eta: 2 days, 3:57:48, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.3339, top5_acc: 0.6010, loss_cls: 3.0606, loss: 3.0606, grad_norm: 5.5533 2020-08-15 18:00:56,174 - mmaction - INFO - Epoch [1][2100/2505] lr: 3.750e-03, eta: 2 days, 3:58:30, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.3302, top5_acc: 0.6036, loss_cls: 3.0327, loss: 3.0327, grad_norm: 5.5953 2020-08-15 18:01:11,624 - mmaction - INFO - Epoch [1][2120/2505] lr: 3.750e-03, eta: 2 days, 3:58:55, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.3396, top5_acc: 0.6177, loss_cls: 2.9713, loss: 2.9713, grad_norm: 5.5504 2020-08-15 18:01:27,474 - mmaction - INFO - Epoch [1][2140/2505] lr: 3.750e-03, eta: 2 days, 4:00:16, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.3411, top5_acc: 0.6141, loss_cls: 2.9898, loss: 2.9898, grad_norm: 5.5211 2020-08-15 18:01:42,112 - mmaction - INFO - Epoch [1][2160/2505] lr: 3.750e-03, eta: 2 days, 3:59:03, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.3375, top5_acc: 0.5958, loss_cls: 3.0021, loss: 3.0021, grad_norm: 5.6138 2020-08-15 18:01:57,090 - mmaction - INFO - Epoch [1][2180/2505] lr: 3.750e-03, eta: 2 days, 3:58:44, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 2.9747, loss: 2.9747, grad_norm: 5.5926 2020-08-15 18:02:12,398 - mmaction - INFO - Epoch [1][2200/2505] lr: 3.750e-03, eta: 2 days, 3:58:52, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.3240, top5_acc: 0.6094, loss_cls: 3.0149, loss: 3.0149, grad_norm: 5.5352 2020-08-15 18:02:28,089 - mmaction - INFO - Epoch [1][2220/2505] lr: 3.750e-03, eta: 2 days, 3:59:47, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.3490, top5_acc: 0.6281, loss_cls: 2.9343, loss: 2.9343, grad_norm: 5.5695 2020-08-15 18:02:43,367 - mmaction - INFO - Epoch [1][2240/2505] lr: 3.750e-03, eta: 2 days, 3:59:49, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.3495, top5_acc: 0.6089, loss_cls: 3.0176, loss: 3.0176, grad_norm: 5.6616 2020-08-15 18:02:59,622 - mmaction - INFO - Epoch [1][2260/2505] lr: 3.750e-03, eta: 2 days, 4:01:48, time: 0.815, data_time: 0.007, memory: 8343, top1_acc: 0.3448, top5_acc: 0.6099, loss_cls: 2.9794, loss: 2.9794, grad_norm: 5.6849 2020-08-15 18:03:14,181 - mmaction - INFO - Epoch [1][2280/2505] lr: 3.750e-03, eta: 2 days, 4:00:37, time: 0.729, data_time: 0.008, memory: 8343, top1_acc: 0.3469, top5_acc: 0.6354, loss_cls: 2.9316, loss: 2.9316, grad_norm: 5.6518 2020-08-15 18:03:29,561 - mmaction - INFO - Epoch [1][2300/2505] lr: 3.750e-03, eta: 2 days, 4:00:54, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0469, loss: 3.0469, grad_norm: 5.7192 2020-08-15 18:03:45,908 - mmaction - INFO - Epoch [1][2320/2505] lr: 3.750e-03, eta: 2 days, 4:02:50, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.3620, top5_acc: 0.6094, loss_cls: 2.9501, loss: 2.9501, grad_norm: 5.6927 2020-08-15 18:04:00,101 - mmaction - INFO - Epoch [1][2340/2505] lr: 3.750e-03, eta: 2 days, 4:01:02, time: 0.711, data_time: 0.003, memory: 8343, top1_acc: 0.3458, top5_acc: 0.6130, loss_cls: 2.9893, loss: 2.9893, grad_norm: 5.6973 2020-08-15 18:04:15,204 - mmaction - INFO - Epoch [1][2360/2505] lr: 3.750e-03, eta: 2 days, 4:00:48, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.3359, top5_acc: 0.5964, loss_cls: 3.0065, loss: 3.0065, grad_norm: 5.6617 2020-08-15 18:04:30,875 - mmaction - INFO - Epoch [1][2380/2505] lr: 3.750e-03, eta: 2 days, 4:01:30, time: 0.782, data_time: 0.003, memory: 8343, top1_acc: 0.3458, top5_acc: 0.6062, loss_cls: 2.9722, loss: 2.9722, grad_norm: 5.7240 2020-08-15 18:04:45,774 - mmaction - INFO - Epoch [1][2400/2505] lr: 3.750e-03, eta: 2 days, 4:00:53, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.3375, top5_acc: 0.6115, loss_cls: 2.9746, loss: 2.9746, grad_norm: 5.7462 2020-08-15 18:05:01,405 - mmaction - INFO - Epoch [1][2420/2505] lr: 3.750e-03, eta: 2 days, 4:01:35, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.3385, top5_acc: 0.6208, loss_cls: 2.9950, loss: 2.9950, grad_norm: 5.8109 2020-08-15 18:05:16,585 - mmaction - INFO - Epoch [1][2440/2505] lr: 3.750e-03, eta: 2 days, 4:01:31, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.3490, top5_acc: 0.6083, loss_cls: 2.9794, loss: 2.9794, grad_norm: 5.6996 2020-08-15 18:05:31,587 - mmaction - INFO - Epoch [1][2460/2505] lr: 3.750e-03, eta: 2 days, 4:00:59, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.3630, top5_acc: 0.6156, loss_cls: 2.9135, loss: 2.9135, grad_norm: 5.6586 2020-08-15 18:05:46,692 - mmaction - INFO - Epoch [1][2480/2505] lr: 3.750e-03, eta: 2 days, 4:00:51, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.3307, top5_acc: 0.5948, loss_cls: 3.0129, loss: 3.0129, grad_norm: 5.8200 2020-08-15 18:06:02,412 - mmaction - INFO - Epoch [1][2500/2505] lr: 3.750e-03, eta: 2 days, 4:01:34, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.3490, top5_acc: 0.6229, loss_cls: 2.9318, loss: 2.9318, grad_norm: 5.7570 2020-08-15 18:06:06,442 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-08-15 18:06:29,941 - mmaction - INFO - Epoch [2][20/2505] lr: 3.750e-03, eta: 2 days, 4:06:57, time: 1.118, data_time: 0.513, memory: 8343, top1_acc: 0.3432, top5_acc: 0.6214, loss_cls: 2.9233, loss: 2.9233, grad_norm: 5.8075 2020-08-15 18:06:43,307 - mmaction - INFO - Epoch [2][40/2505] lr: 3.750e-03, eta: 2 days, 4:03:57, time: 0.672, data_time: 0.007, memory: 8343, top1_acc: 0.3521, top5_acc: 0.6172, loss_cls: 2.9239, loss: 2.9239, grad_norm: 5.7272 2020-08-15 18:06:58,501 - mmaction - INFO - Epoch [2][60/2505] lr: 3.750e-03, eta: 2 days, 4:03:46, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.3521, top5_acc: 0.6089, loss_cls: 2.9068, loss: 2.9068, grad_norm: 5.6960 2020-08-15 18:07:13,899 - mmaction - INFO - Epoch [2][80/2505] lr: 3.750e-03, eta: 2 days, 4:03:57, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.3641, top5_acc: 0.6193, loss_cls: 2.9059, loss: 2.9059, grad_norm: 5.7731 2020-08-15 18:07:29,272 - mmaction - INFO - Epoch [2][100/2505] lr: 3.750e-03, eta: 2 days, 4:04:08, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.3661, top5_acc: 0.6354, loss_cls: 2.8571, loss: 2.8571, grad_norm: 5.7258 2020-08-15 18:07:44,579 - mmaction - INFO - Epoch [2][120/2505] lr: 3.750e-03, eta: 2 days, 4:04:11, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.3615, top5_acc: 0.6125, loss_cls: 2.8791, loss: 2.8791, grad_norm: 5.7920 2020-08-15 18:08:01,311 - mmaction - INFO - Epoch [2][140/2505] lr: 3.750e-03, eta: 2 days, 4:06:26, time: 0.836, data_time: 0.004, memory: 8343, top1_acc: 0.3625, top5_acc: 0.6323, loss_cls: 2.8933, loss: 2.8933, grad_norm: 5.7530 2020-08-15 18:08:15,406 - mmaction - INFO - Epoch [2][160/2505] lr: 3.750e-03, eta: 2 days, 4:04:35, time: 0.705, data_time: 0.003, memory: 8343, top1_acc: 0.3521, top5_acc: 0.6323, loss_cls: 2.8573, loss: 2.8573, grad_norm: 5.7489 2020-08-15 18:08:30,998 - mmaction - INFO - Epoch [2][180/2505] lr: 3.750e-03, eta: 2 days, 4:04:56, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.3479, top5_acc: 0.6125, loss_cls: 2.9594, loss: 2.9594, grad_norm: 5.8703 2020-08-15 18:08:46,632 - mmaction - INFO - Epoch [2][200/2505] lr: 3.750e-03, eta: 2 days, 4:05:33, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.3495, top5_acc: 0.6156, loss_cls: 2.9318, loss: 2.9318, grad_norm: 5.8542 2020-08-15 18:09:02,391 - mmaction - INFO - Epoch [2][220/2505] lr: 3.750e-03, eta: 2 days, 4:06:12, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.3443, top5_acc: 0.6260, loss_cls: 2.8652, loss: 2.8652, grad_norm: 5.7378 2020-08-15 18:09:17,193 - mmaction - INFO - Epoch [2][240/2505] lr: 3.750e-03, eta: 2 days, 4:05:29, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.3516, top5_acc: 0.6260, loss_cls: 2.8342, loss: 2.8342, grad_norm: 5.7804 2020-08-15 18:09:33,103 - mmaction - INFO - Epoch [2][260/2505] lr: 3.750e-03, eta: 2 days, 4:06:20, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.3667, top5_acc: 0.6172, loss_cls: 2.8968, loss: 2.8968, grad_norm: 5.8770 2020-08-15 18:09:49,346 - mmaction - INFO - Epoch [2][280/2505] lr: 3.750e-03, eta: 2 days, 4:07:46, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.3677, top5_acc: 0.6187, loss_cls: 2.8804, loss: 2.8804, grad_norm: 5.7334 2020-08-15 18:10:04,070 - mmaction - INFO - Epoch [2][300/2505] lr: 3.750e-03, eta: 2 days, 4:06:52, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.3635, top5_acc: 0.6156, loss_cls: 2.9200, loss: 2.9200, grad_norm: 5.8364 2020-08-15 18:10:19,827 - mmaction - INFO - Epoch [2][320/2505] lr: 3.750e-03, eta: 2 days, 4:07:30, time: 0.788, data_time: 0.002, memory: 8343, top1_acc: 0.3464, top5_acc: 0.6193, loss_cls: 2.9266, loss: 2.9266, grad_norm: 5.9148 2020-08-15 18:10:35,292 - mmaction - INFO - Epoch [2][340/2505] lr: 3.750e-03, eta: 2 days, 4:07:39, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.3630, top5_acc: 0.6234, loss_cls: 2.8674, loss: 2.8674, grad_norm: 5.7406 2020-08-15 18:10:50,697 - mmaction - INFO - Epoch [2][360/2505] lr: 3.750e-03, eta: 2 days, 4:07:49, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.3880, top5_acc: 0.6380, loss_cls: 2.7447, loss: 2.7447, grad_norm: 5.7320 2020-08-15 18:11:05,853 - mmaction - INFO - Epoch [2][380/2505] lr: 3.750e-03, eta: 2 days, 4:07:28, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.3719, top5_acc: 0.6510, loss_cls: 2.7984, loss: 2.7984, grad_norm: 5.8062 2020-08-15 18:11:20,944 - mmaction - INFO - Epoch [2][400/2505] lr: 3.750e-03, eta: 2 days, 4:07:13, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.3505, top5_acc: 0.6266, loss_cls: 2.8846, loss: 2.8846, grad_norm: 5.9209 2020-08-15 18:11:36,104 - mmaction - INFO - Epoch [2][420/2505] lr: 3.750e-03, eta: 2 days, 4:06:55, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.3698, top5_acc: 0.6208, loss_cls: 2.9087, loss: 2.9087, grad_norm: 5.8124 2020-08-15 18:11:52,473 - mmaction - INFO - Epoch [2][440/2505] lr: 3.750e-03, eta: 2 days, 4:08:25, time: 0.820, data_time: 0.005, memory: 8343, top1_acc: 0.3594, top5_acc: 0.6240, loss_cls: 2.9299, loss: 2.9299, grad_norm: 5.8868 2020-08-15 18:12:07,254 - mmaction - INFO - Epoch [2][460/2505] lr: 3.750e-03, eta: 2 days, 4:07:32, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.3719, top5_acc: 0.6255, loss_cls: 2.8765, loss: 2.8765, grad_norm: 5.7883 2020-08-15 18:12:22,215 - mmaction - INFO - Epoch [2][480/2505] lr: 3.750e-03, eta: 2 days, 4:07:06, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.3547, top5_acc: 0.6245, loss_cls: 2.8608, loss: 2.8608, grad_norm: 5.9349 2020-08-15 18:12:38,207 - mmaction - INFO - Epoch [2][500/2505] lr: 3.750e-03, eta: 2 days, 4:07:56, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.3839, top5_acc: 0.6375, loss_cls: 2.8113, loss: 2.8113, grad_norm: 5.7858 2020-08-15 18:12:54,634 - mmaction - INFO - Epoch [2][520/2505] lr: 3.750e-03, eta: 2 days, 4:09:26, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.8574, loss: 2.8574, grad_norm: 5.8358 2020-08-15 18:13:10,941 - mmaction - INFO - Epoch [2][540/2505] lr: 3.750e-03, eta: 2 days, 4:10:44, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.4010, top5_acc: 0.6516, loss_cls: 2.7178, loss: 2.7178, grad_norm: 5.7883 2020-08-15 18:13:25,272 - mmaction - INFO - Epoch [2][560/2505] lr: 3.750e-03, eta: 2 days, 4:09:16, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.3599, top5_acc: 0.6172, loss_cls: 2.8747, loss: 2.8747, grad_norm: 6.0086 2020-08-15 18:13:42,948 - mmaction - INFO - Epoch [2][580/2505] lr: 3.750e-03, eta: 2 days, 4:12:23, time: 0.885, data_time: 0.005, memory: 8343, top1_acc: 0.3755, top5_acc: 0.6500, loss_cls: 2.7937, loss: 2.7937, grad_norm: 5.8937 2020-08-15 18:13:58,082 - mmaction - INFO - Epoch [2][600/2505] lr: 3.750e-03, eta: 2 days, 4:12:05, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.3802, top5_acc: 0.6328, loss_cls: 2.7880, loss: 2.7880, grad_norm: 5.8832 2020-08-15 18:14:13,330 - mmaction - INFO - Epoch [2][620/2505] lr: 3.750e-03, eta: 2 days, 4:11:52, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.3661, top5_acc: 0.6208, loss_cls: 2.8182, loss: 2.8182, grad_norm: 5.8057 2020-08-15 18:14:28,079 - mmaction - INFO - Epoch [2][640/2505] lr: 3.750e-03, eta: 2 days, 4:11:04, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.3708, top5_acc: 0.6510, loss_cls: 2.7934, loss: 2.7934, grad_norm: 5.9101 2020-08-15 18:14:43,239 - mmaction - INFO - Epoch [2][660/2505] lr: 3.750e-03, eta: 2 days, 4:10:42, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.3604, top5_acc: 0.6172, loss_cls: 2.8413, loss: 2.8413, grad_norm: 6.0364 2020-08-15 18:14:58,580 - mmaction - INFO - Epoch [2][680/2505] lr: 3.750e-03, eta: 2 days, 4:10:43, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.3698, top5_acc: 0.6500, loss_cls: 2.8032, loss: 2.8032, grad_norm: 6.0232 2020-08-15 18:15:13,736 - mmaction - INFO - Epoch [2][700/2505] lr: 3.750e-03, eta: 2 days, 4:10:23, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.3750, top5_acc: 0.6349, loss_cls: 2.8601, loss: 2.8601, grad_norm: 6.0236 2020-08-15 18:15:29,019 - mmaction - INFO - Epoch [2][720/2505] lr: 3.750e-03, eta: 2 days, 4:10:15, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.3646, top5_acc: 0.6161, loss_cls: 2.8569, loss: 2.8569, grad_norm: 5.9642 2020-08-15 18:15:45,143 - mmaction - INFO - Epoch [2][740/2505] lr: 3.750e-03, eta: 2 days, 4:11:08, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.3807, top5_acc: 0.6521, loss_cls: 2.7574, loss: 2.7574, grad_norm: 6.0682 2020-08-15 18:16:00,444 - mmaction - INFO - Epoch [2][760/2505] lr: 3.750e-03, eta: 2 days, 4:11:05, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.3703, top5_acc: 0.6448, loss_cls: 2.7802, loss: 2.7802, grad_norm: 5.9756 2020-08-15 18:16:15,188 - mmaction - INFO - Epoch [2][780/2505] lr: 3.750e-03, eta: 2 days, 4:10:14, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.3911, top5_acc: 0.6411, loss_cls: 2.7708, loss: 2.7708, grad_norm: 5.8828 2020-08-15 18:16:31,106 - mmaction - INFO - Epoch [2][800/2505] lr: 3.750e-03, eta: 2 days, 4:10:55, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.3745, top5_acc: 0.6557, loss_cls: 2.7353, loss: 2.7353, grad_norm: 5.9040 2020-08-15 18:16:46,108 - mmaction - INFO - Epoch [2][820/2505] lr: 3.750e-03, eta: 2 days, 4:10:20, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.3760, top5_acc: 0.6391, loss_cls: 2.7841, loss: 2.7841, grad_norm: 5.9848 2020-08-15 18:17:01,990 - mmaction - INFO - Epoch [2][840/2505] lr: 3.750e-03, eta: 2 days, 4:10:59, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.3729, top5_acc: 0.6344, loss_cls: 2.8050, loss: 2.8050, grad_norm: 5.9824 2020-08-15 18:17:17,380 - mmaction - INFO - Epoch [2][860/2505] lr: 3.750e-03, eta: 2 days, 4:10:58, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.3849, top5_acc: 0.6391, loss_cls: 2.7748, loss: 2.7748, grad_norm: 5.9773 2020-08-15 18:17:32,470 - mmaction - INFO - Epoch [2][880/2505] lr: 3.750e-03, eta: 2 days, 4:10:36, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.3656, top5_acc: 0.6349, loss_cls: 2.8084, loss: 2.8084, grad_norm: 6.0654 2020-08-15 18:17:47,610 - mmaction - INFO - Epoch [2][900/2505] lr: 3.750e-03, eta: 2 days, 4:10:14, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.3750, top5_acc: 0.6292, loss_cls: 2.8569, loss: 2.8569, grad_norm: 6.0868 2020-08-15 18:18:02,894 - mmaction - INFO - Epoch [2][920/2505] lr: 3.750e-03, eta: 2 days, 4:10:07, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.3776, top5_acc: 0.6411, loss_cls: 2.7389, loss: 2.7389, grad_norm: 5.9379 2020-08-15 18:18:17,677 - mmaction - INFO - Epoch [2][940/2505] lr: 3.750e-03, eta: 2 days, 4:09:19, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.4151, top5_acc: 0.6620, loss_cls: 2.6736, loss: 2.6736, grad_norm: 5.9305 2020-08-15 18:18:33,429 - mmaction - INFO - Epoch [2][960/2505] lr: 3.750e-03, eta: 2 days, 4:09:46, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.3656, top5_acc: 0.6130, loss_cls: 2.8377, loss: 2.8377, grad_norm: 5.9898 2020-08-15 18:18:49,173 - mmaction - INFO - Epoch [2][980/2505] lr: 3.750e-03, eta: 2 days, 4:10:07, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.3620, top5_acc: 0.6432, loss_cls: 2.8159, loss: 2.8159, grad_norm: 6.1300 2020-08-15 18:19:03,397 - mmaction - INFO - Epoch [2][1000/2505] lr: 3.750e-03, eta: 2 days, 4:08:44, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.3635, top5_acc: 0.6474, loss_cls: 2.8099, loss: 2.8099, grad_norm: 6.1262 2020-08-15 18:19:19,095 - mmaction - INFO - Epoch [2][1020/2505] lr: 3.750e-03, eta: 2 days, 4:08:58, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.3859, top5_acc: 0.6516, loss_cls: 2.7600, loss: 2.7600, grad_norm: 6.1136 2020-08-15 18:19:35,256 - mmaction - INFO - Epoch [2][1040/2505] lr: 3.750e-03, eta: 2 days, 4:09:53, time: 0.810, data_time: 0.007, memory: 8343, top1_acc: 0.3958, top5_acc: 0.6667, loss_cls: 2.6801, loss: 2.6801, grad_norm: 5.9954 2020-08-15 18:19:49,521 - mmaction - INFO - Epoch [2][1060/2505] lr: 3.750e-03, eta: 2 days, 4:08:31, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.3828, top5_acc: 0.6510, loss_cls: 2.7667, loss: 2.7667, grad_norm: 6.1015 2020-08-15 18:20:04,309 - mmaction - INFO - Epoch [2][1080/2505] lr: 3.750e-03, eta: 2 days, 4:07:49, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.4026, top5_acc: 0.6677, loss_cls: 2.6718, loss: 2.6718, grad_norm: 5.9217 2020-08-15 18:20:19,496 - mmaction - INFO - Epoch [2][1100/2505] lr: 3.750e-03, eta: 2 days, 4:07:35, time: 0.761, data_time: 0.003, memory: 8343, top1_acc: 0.3708, top5_acc: 0.6323, loss_cls: 2.7972, loss: 2.7972, grad_norm: 6.0829 2020-08-15 18:20:34,943 - mmaction - INFO - Epoch [2][1120/2505] lr: 3.750e-03, eta: 2 days, 4:07:34, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.3635, top5_acc: 0.6448, loss_cls: 2.7929, loss: 2.7929, grad_norm: 6.0140 2020-08-15 18:20:50,275 - mmaction - INFO - Epoch [2][1140/2505] lr: 3.750e-03, eta: 2 days, 4:07:29, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.3901, top5_acc: 0.6724, loss_cls: 2.6583, loss: 2.6583, grad_norm: 5.9612 2020-08-15 18:21:04,674 - mmaction - INFO - Epoch [2][1160/2505] lr: 3.750e-03, eta: 2 days, 4:06:20, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.3927, top5_acc: 0.6516, loss_cls: 2.7197, loss: 2.7197, grad_norm: 5.9487 2020-08-15 18:21:19,736 - mmaction - INFO - Epoch [2][1180/2505] lr: 3.750e-03, eta: 2 days, 4:05:56, time: 0.753, data_time: 0.003, memory: 8343, top1_acc: 0.3833, top5_acc: 0.6589, loss_cls: 2.7354, loss: 2.7354, grad_norm: 6.0769 2020-08-15 18:21:35,530 - mmaction - INFO - Epoch [2][1200/2505] lr: 3.750e-03, eta: 2 days, 4:06:18, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.3745, top5_acc: 0.6302, loss_cls: 2.8427, loss: 2.8427, grad_norm: 6.1534 2020-08-15 18:21:49,923 - mmaction - INFO - Epoch [2][1220/2505] lr: 3.750e-03, eta: 2 days, 4:05:11, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.4151, top5_acc: 0.6740, loss_cls: 2.6221, loss: 2.6221, grad_norm: 5.9147 2020-08-15 18:22:05,063 - mmaction - INFO - Epoch [2][1240/2505] lr: 3.750e-03, eta: 2 days, 4:04:49, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.3875, top5_acc: 0.6339, loss_cls: 2.7804, loss: 2.7804, grad_norm: 5.9782 2020-08-15 18:22:20,933 - mmaction - INFO - Epoch [2][1260/2505] lr: 3.750e-03, eta: 2 days, 4:05:22, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.3833, top5_acc: 0.6599, loss_cls: 2.7120, loss: 2.7120, grad_norm: 6.0878 2020-08-15 18:22:36,123 - mmaction - INFO - Epoch [2][1280/2505] lr: 3.750e-03, eta: 2 days, 4:05:01, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.3911, top5_acc: 0.6521, loss_cls: 2.6883, loss: 2.6883, grad_norm: 6.1080 2020-08-15 18:22:51,897 - mmaction - INFO - Epoch [2][1300/2505] lr: 3.750e-03, eta: 2 days, 4:05:28, time: 0.792, data_time: 0.007, memory: 8343, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6969, loss: 2.6969, grad_norm: 6.1438 2020-08-15 18:23:07,524 - mmaction - INFO - Epoch [2][1320/2505] lr: 3.750e-03, eta: 2 days, 4:05:39, time: 0.781, data_time: 0.002, memory: 8343, top1_acc: 0.3927, top5_acc: 0.6516, loss_cls: 2.7123, loss: 2.7123, grad_norm: 6.2403 2020-08-15 18:23:21,771 - mmaction - INFO - Epoch [2][1340/2505] lr: 3.750e-03, eta: 2 days, 4:04:23, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.3792, top5_acc: 0.6609, loss_cls: 2.7322, loss: 2.7322, grad_norm: 6.1752 2020-08-15 18:23:36,838 - mmaction - INFO - Epoch [2][1360/2505] lr: 3.750e-03, eta: 2 days, 4:03:55, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.3755, top5_acc: 0.6552, loss_cls: 2.7060, loss: 2.7060, grad_norm: 6.0158 2020-08-15 18:23:52,013 - mmaction - INFO - Epoch [2][1380/2505] lr: 3.750e-03, eta: 2 days, 4:03:40, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.3979, top5_acc: 0.6568, loss_cls: 2.7178, loss: 2.7178, grad_norm: 6.1061 2020-08-15 18:24:07,018 - mmaction - INFO - Epoch [2][1400/2505] lr: 3.750e-03, eta: 2 days, 4:03:11, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.3797, top5_acc: 0.6724, loss_cls: 2.7056, loss: 2.7056, grad_norm: 6.1370 2020-08-15 18:24:21,906 - mmaction - INFO - Epoch [2][1420/2505] lr: 3.750e-03, eta: 2 days, 4:02:40, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.3891, top5_acc: 0.6526, loss_cls: 2.7369, loss: 2.7369, grad_norm: 6.1163 2020-08-15 18:24:36,934 - mmaction - INFO - Epoch [2][1440/2505] lr: 3.750e-03, eta: 2 days, 4:02:12, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.3927, top5_acc: 0.6656, loss_cls: 2.7137, loss: 2.7137, grad_norm: 6.1775 2020-08-15 18:24:52,892 - mmaction - INFO - Epoch [2][1460/2505] lr: 3.750e-03, eta: 2 days, 4:02:44, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.4010, top5_acc: 0.6615, loss_cls: 2.7030, loss: 2.7030, grad_norm: 6.1059 2020-08-15 18:25:07,526 - mmaction - INFO - Epoch [2][1480/2505] lr: 3.750e-03, eta: 2 days, 4:01:55, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.3953, top5_acc: 0.6495, loss_cls: 2.7579, loss: 2.7579, grad_norm: 6.2788 2020-08-15 18:25:23,638 - mmaction - INFO - Epoch [2][1500/2505] lr: 3.750e-03, eta: 2 days, 4:02:37, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.4135, top5_acc: 0.6661, loss_cls: 2.6391, loss: 2.6391, grad_norm: 6.0889 2020-08-15 18:25:37,785 - mmaction - INFO - Epoch [2][1520/2505] lr: 3.750e-03, eta: 2 days, 4:01:14, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.3807, top5_acc: 0.6693, loss_cls: 2.6665, loss: 2.6665, grad_norm: 6.1280 2020-08-15 18:25:54,482 - mmaction - INFO - Epoch [2][1540/2505] lr: 3.750e-03, eta: 2 days, 4:02:34, time: 0.838, data_time: 0.006, memory: 8343, top1_acc: 0.4073, top5_acc: 0.6615, loss_cls: 2.6744, loss: 2.6744, grad_norm: 6.1202 2020-08-15 18:26:08,367 - mmaction - INFO - Epoch [2][1560/2505] lr: 3.750e-03, eta: 2 days, 4:00:55, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.3797, top5_acc: 0.6484, loss_cls: 2.7329, loss: 2.7329, grad_norm: 6.2317 2020-08-15 18:26:22,935 - mmaction - INFO - Epoch [2][1580/2505] lr: 3.750e-03, eta: 2 days, 4:00:06, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.3812, top5_acc: 0.6547, loss_cls: 2.6968, loss: 2.6968, grad_norm: 6.2142 2020-08-15 18:26:38,432 - mmaction - INFO - Epoch [2][1600/2505] lr: 3.750e-03, eta: 2 days, 4:00:07, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.3833, top5_acc: 0.6578, loss_cls: 2.7227, loss: 2.7227, grad_norm: 6.1441 2020-08-15 18:26:54,027 - mmaction - INFO - Epoch [2][1620/2505] lr: 3.750e-03, eta: 2 days, 4:00:17, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.4125, top5_acc: 0.6510, loss_cls: 2.6896, loss: 2.6896, grad_norm: 6.0949 2020-08-15 18:27:08,845 - mmaction - INFO - Epoch [2][1640/2505] lr: 3.750e-03, eta: 2 days, 3:59:38, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.3896, top5_acc: 0.6724, loss_cls: 2.6811, loss: 2.6811, grad_norm: 6.0666 2020-08-15 18:27:23,468 - mmaction - INFO - Epoch [2][1660/2505] lr: 3.750e-03, eta: 2 days, 3:58:50, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.3979, top5_acc: 0.6599, loss_cls: 2.6531, loss: 2.6531, grad_norm: 6.1410 2020-08-15 18:27:38,882 - mmaction - INFO - Epoch [2][1680/2505] lr: 3.750e-03, eta: 2 days, 3:58:46, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.3771, top5_acc: 0.6583, loss_cls: 2.7268, loss: 2.7268, grad_norm: 6.3312 2020-08-15 18:27:54,058 - mmaction - INFO - Epoch [2][1700/2505] lr: 3.750e-03, eta: 2 days, 3:58:32, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.3880, top5_acc: 0.6552, loss_cls: 2.7037, loss: 2.7037, grad_norm: 6.2303 2020-08-15 18:28:08,841 - mmaction - INFO - Epoch [2][1720/2505] lr: 3.750e-03, eta: 2 days, 3:57:50, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.3802, top5_acc: 0.6339, loss_cls: 2.7973, loss: 2.7973, grad_norm: 6.3788 2020-08-15 18:28:24,520 - mmaction - INFO - Epoch [2][1740/2505] lr: 3.750e-03, eta: 2 days, 3:58:06, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.3740, top5_acc: 0.6599, loss_cls: 2.7292, loss: 2.7292, grad_norm: 6.3913 2020-08-15 18:28:39,008 - mmaction - INFO - Epoch [2][1760/2505] lr: 3.750e-03, eta: 2 days, 3:57:07, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.3901, top5_acc: 0.6490, loss_cls: 2.7215, loss: 2.7215, grad_norm: 6.2785 2020-08-15 18:28:53,666 - mmaction - INFO - Epoch [2][1780/2505] lr: 3.750e-03, eta: 2 days, 3:56:24, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.3917, top5_acc: 0.6620, loss_cls: 2.6286, loss: 2.6286, grad_norm: 6.2288 2020-08-15 18:29:08,869 - mmaction - INFO - Epoch [2][1800/2505] lr: 3.750e-03, eta: 2 days, 3:56:06, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.4099, top5_acc: 0.6521, loss_cls: 2.6745, loss: 2.6745, grad_norm: 6.1281 2020-08-15 18:29:23,563 - mmaction - INFO - Epoch [2][1820/2505] lr: 3.750e-03, eta: 2 days, 3:55:25, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.3984, top5_acc: 0.6693, loss_cls: 2.6884, loss: 2.6884, grad_norm: 6.2617 2020-08-15 18:29:38,751 - mmaction - INFO - Epoch [2][1840/2505] lr: 3.750e-03, eta: 2 days, 3:55:09, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.3906, top5_acc: 0.6578, loss_cls: 2.7131, loss: 2.7131, grad_norm: 6.1488 2020-08-15 18:29:53,431 - mmaction - INFO - Epoch [2][1860/2505] lr: 3.750e-03, eta: 2 days, 3:54:26, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.4068, top5_acc: 0.6651, loss_cls: 2.6477, loss: 2.6477, grad_norm: 6.2678 2020-08-15 18:30:08,895 - mmaction - INFO - Epoch [2][1880/2505] lr: 3.750e-03, eta: 2 days, 3:54:26, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.3891, top5_acc: 0.6443, loss_cls: 2.7244, loss: 2.7244, grad_norm: 6.3038 2020-08-15 18:30:24,182 - mmaction - INFO - Epoch [2][1900/2505] lr: 3.750e-03, eta: 2 days, 3:54:18, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.4104, top5_acc: 0.6724, loss_cls: 2.5936, loss: 2.5936, grad_norm: 6.0464 2020-08-15 18:30:39,122 - mmaction - INFO - Epoch [2][1920/2505] lr: 3.750e-03, eta: 2 days, 3:53:49, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.3891, top5_acc: 0.6437, loss_cls: 2.7559, loss: 2.7559, grad_norm: 6.2682 2020-08-15 18:30:53,789 - mmaction - INFO - Epoch [2][1940/2505] lr: 3.750e-03, eta: 2 days, 3:53:06, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.4104, top5_acc: 0.6641, loss_cls: 2.6254, loss: 2.6254, grad_norm: 6.2453 2020-08-15 18:31:08,639 - mmaction - INFO - Epoch [2][1960/2505] lr: 3.750e-03, eta: 2 days, 3:52:29, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.3885, top5_acc: 0.6547, loss_cls: 2.7204, loss: 2.7204, grad_norm: 6.1594 2020-08-15 18:31:23,373 - mmaction - INFO - Epoch [2][1980/2505] lr: 3.750e-03, eta: 2 days, 3:51:52, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.3854, top5_acc: 0.6630, loss_cls: 2.6855, loss: 2.6855, grad_norm: 6.2583 2020-08-15 18:31:38,476 - mmaction - INFO - Epoch [2][2000/2505] lr: 3.750e-03, eta: 2 days, 3:51:30, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.4073, top5_acc: 0.6734, loss_cls: 2.6204, loss: 2.6204, grad_norm: 6.2326 2020-08-15 18:31:53,895 - mmaction - INFO - Epoch [2][2020/2505] lr: 3.750e-03, eta: 2 days, 3:51:31, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.4036, top5_acc: 0.6552, loss_cls: 2.6622, loss: 2.6622, grad_norm: 6.2856 2020-08-15 18:32:08,466 - mmaction - INFO - Epoch [2][2040/2505] lr: 3.750e-03, eta: 2 days, 3:50:40, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6698, loss_cls: 2.6792, loss: 2.6792, grad_norm: 6.2414 2020-08-15 18:32:23,063 - mmaction - INFO - Epoch [2][2060/2505] lr: 3.750e-03, eta: 2 days, 3:49:56, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.4073, top5_acc: 0.6698, loss_cls: 2.6752, loss: 2.6752, grad_norm: 6.4188 2020-08-15 18:32:38,770 - mmaction - INFO - Epoch [2][2080/2505] lr: 3.750e-03, eta: 2 days, 3:50:08, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.4120, top5_acc: 0.6599, loss_cls: 2.6588, loss: 2.6588, grad_norm: 6.2119 2020-08-15 18:32:54,220 - mmaction - INFO - Epoch [2][2100/2505] lr: 3.750e-03, eta: 2 days, 3:50:07, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.4063, top5_acc: 0.6573, loss_cls: 2.6599, loss: 2.6599, grad_norm: 6.2914 2020-08-15 18:33:09,209 - mmaction - INFO - Epoch [2][2120/2505] lr: 3.750e-03, eta: 2 days, 3:49:42, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6472, loss: 2.6472, grad_norm: 6.2877 2020-08-15 18:33:24,913 - mmaction - INFO - Epoch [2][2140/2505] lr: 3.750e-03, eta: 2 days, 3:49:57, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.3995, top5_acc: 0.6635, loss_cls: 2.6729, loss: 2.6729, grad_norm: 6.2745 2020-08-15 18:33:39,527 - mmaction - INFO - Epoch [2][2160/2505] lr: 3.750e-03, eta: 2 days, 3:49:10, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.3880, top5_acc: 0.6609, loss_cls: 2.6852, loss: 2.6852, grad_norm: 6.3380 2020-08-15 18:33:55,215 - mmaction - INFO - Epoch [2][2180/2505] lr: 3.750e-03, eta: 2 days, 3:49:23, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.4005, top5_acc: 0.6609, loss_cls: 2.6791, loss: 2.6791, grad_norm: 6.2510 2020-08-15 18:34:09,636 - mmaction - INFO - Epoch [2][2200/2505] lr: 3.750e-03, eta: 2 days, 3:48:26, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.4214, top5_acc: 0.6875, loss_cls: 2.5309, loss: 2.5309, grad_norm: 6.2751 2020-08-15 18:34:25,435 - mmaction - INFO - Epoch [2][2220/2505] lr: 3.750e-03, eta: 2 days, 3:48:44, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.3917, top5_acc: 0.6479, loss_cls: 2.6960, loss: 2.6960, grad_norm: 6.3284 2020-08-15 18:34:40,017 - mmaction - INFO - Epoch [2][2240/2505] lr: 3.750e-03, eta: 2 days, 3:47:56, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.4068, top5_acc: 0.6656, loss_cls: 2.6258, loss: 2.6258, grad_norm: 6.2870 2020-08-15 18:34:54,854 - mmaction - INFO - Epoch [2][2260/2505] lr: 3.750e-03, eta: 2 days, 3:47:27, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.3932, top5_acc: 0.6625, loss_cls: 2.6821, loss: 2.6821, grad_norm: 6.1906 2020-08-15 18:35:09,719 - mmaction - INFO - Epoch [2][2280/2505] lr: 3.750e-03, eta: 2 days, 3:46:53, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.3984, top5_acc: 0.6599, loss_cls: 2.6509, loss: 2.6509, grad_norm: 6.2887 2020-08-15 18:35:25,090 - mmaction - INFO - Epoch [2][2300/2505] lr: 3.750e-03, eta: 2 days, 3:46:50, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.4099, top5_acc: 0.6625, loss_cls: 2.6572, loss: 2.6572, grad_norm: 6.4027 2020-08-15 18:35:40,584 - mmaction - INFO - Epoch [2][2320/2505] lr: 3.750e-03, eta: 2 days, 3:46:51, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.4026, top5_acc: 0.6542, loss_cls: 2.6574, loss: 2.6574, grad_norm: 6.3370 2020-08-15 18:35:56,213 - mmaction - INFO - Epoch [2][2340/2505] lr: 3.750e-03, eta: 2 days, 3:46:58, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.3958, top5_acc: 0.6661, loss_cls: 2.6465, loss: 2.6465, grad_norm: 6.3090 2020-08-15 18:36:11,304 - mmaction - INFO - Epoch [2][2360/2505] lr: 3.750e-03, eta: 2 days, 3:46:39, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.3958, top5_acc: 0.6604, loss_cls: 2.6640, loss: 2.6640, grad_norm: 6.3547 2020-08-15 18:36:25,674 - mmaction - INFO - Epoch [2][2380/2505] lr: 3.750e-03, eta: 2 days, 3:45:43, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6687, loss_cls: 2.6231, loss: 2.6231, grad_norm: 6.3675 2020-08-15 18:36:40,485 - mmaction - INFO - Epoch [2][2400/2505] lr: 3.750e-03, eta: 2 days, 3:45:08, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.3953, top5_acc: 0.6672, loss_cls: 2.6399, loss: 2.6399, grad_norm: 6.4395 2020-08-15 18:36:55,897 - mmaction - INFO - Epoch [2][2420/2505] lr: 3.750e-03, eta: 2 days, 3:45:07, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.4094, top5_acc: 0.6802, loss_cls: 2.5719, loss: 2.5719, grad_norm: 6.3304 2020-08-15 18:37:11,077 - mmaction - INFO - Epoch [2][2440/2505] lr: 3.750e-03, eta: 2 days, 3:44:53, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6274, loss: 2.6274, grad_norm: 6.3587 2020-08-15 18:37:26,227 - mmaction - INFO - Epoch [2][2460/2505] lr: 3.750e-03, eta: 2 days, 3:44:35, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.4094, top5_acc: 0.6583, loss_cls: 2.6525, loss: 2.6525, grad_norm: 6.3393 2020-08-15 18:37:40,916 - mmaction - INFO - Epoch [2][2480/2505] lr: 3.750e-03, eta: 2 days, 3:43:57, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.3979, top5_acc: 0.6547, loss_cls: 2.6529, loss: 2.6529, grad_norm: 6.3926 2020-08-15 18:37:55,587 - mmaction - INFO - Epoch [2][2500/2505] lr: 3.750e-03, eta: 2 days, 3:43:16, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.3979, top5_acc: 0.6677, loss_cls: 2.6518, loss: 2.6518, grad_norm: 6.4645 2020-08-15 18:37:59,304 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-08-15 18:38:20,198 - mmaction - INFO - Epoch [3][20/2505] lr: 3.750e-03, eta: 2 days, 3:44:09, time: 1.022, data_time: 0.404, memory: 8343, top1_acc: 0.4073, top5_acc: 0.6526, loss_cls: 2.6775, loss: 2.6775, grad_norm: 6.3771 2020-08-15 18:38:33,908 - mmaction - INFO - Epoch [3][40/2505] lr: 3.750e-03, eta: 2 days, 3:42:47, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.4271, top5_acc: 0.6859, loss_cls: 2.5314, loss: 2.5314, grad_norm: 6.3460 2020-08-15 18:38:48,664 - mmaction - INFO - Epoch [3][60/2505] lr: 3.750e-03, eta: 2 days, 3:42:10, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.4115, top5_acc: 0.6724, loss_cls: 2.5755, loss: 2.5755, grad_norm: 6.2552 2020-08-15 18:39:03,430 - mmaction - INFO - Epoch [3][80/2505] lr: 3.750e-03, eta: 2 days, 3:41:37, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.3990, top5_acc: 0.6646, loss_cls: 2.6580, loss: 2.6580, grad_norm: 6.4902 2020-08-15 18:39:18,684 - mmaction - INFO - Epoch [3][100/2505] lr: 3.750e-03, eta: 2 days, 3:41:25, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.4078, top5_acc: 0.6479, loss_cls: 2.6554, loss: 2.6554, grad_norm: 6.4503 2020-08-15 18:39:33,785 - mmaction - INFO - Epoch [3][120/2505] lr: 3.750e-03, eta: 2 days, 3:41:07, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.4385, top5_acc: 0.6854, loss_cls: 2.5314, loss: 2.5314, grad_norm: 6.2849 2020-08-15 18:39:49,237 - mmaction - INFO - Epoch [3][140/2505] lr: 3.750e-03, eta: 2 days, 3:41:05, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.4167, top5_acc: 0.6812, loss_cls: 2.6025, loss: 2.6025, grad_norm: 6.3892 2020-08-15 18:40:03,915 - mmaction - INFO - Epoch [3][160/2505] lr: 3.750e-03, eta: 2 days, 3:40:26, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.4156, top5_acc: 0.6880, loss_cls: 2.5600, loss: 2.5600, grad_norm: 6.3552 2020-08-15 18:40:18,969 - mmaction - INFO - Epoch [3][180/2505] lr: 3.750e-03, eta: 2 days, 3:40:07, time: 0.754, data_time: 0.003, memory: 8343, top1_acc: 0.4104, top5_acc: 0.6714, loss_cls: 2.6052, loss: 2.6052, grad_norm: 6.4018 2020-08-15 18:40:34,530 - mmaction - INFO - Epoch [3][200/2505] lr: 3.750e-03, eta: 2 days, 3:40:08, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.4151, top5_acc: 0.6807, loss_cls: 2.5076, loss: 2.5076, grad_norm: 6.2056 2020-08-15 18:40:49,020 - mmaction - INFO - Epoch [3][220/2505] lr: 3.750e-03, eta: 2 days, 3:39:24, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.4422, top5_acc: 0.6885, loss_cls: 2.4855, loss: 2.4855, grad_norm: 6.1177 2020-08-15 18:41:04,902 - mmaction - INFO - Epoch [3][240/2505] lr: 3.750e-03, eta: 2 days, 3:39:40, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.4120, top5_acc: 0.6568, loss_cls: 2.6273, loss: 2.6273, grad_norm: 6.3374 2020-08-15 18:41:19,762 - mmaction - INFO - Epoch [3][260/2505] lr: 3.750e-03, eta: 2 days, 3:39:12, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.4349, top5_acc: 0.6870, loss_cls: 2.5363, loss: 2.5363, grad_norm: 6.2384 2020-08-15 18:41:34,227 - mmaction - INFO - Epoch [3][280/2505] lr: 3.750e-03, eta: 2 days, 3:38:21, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.4062, top5_acc: 0.6792, loss_cls: 2.5990, loss: 2.5990, grad_norm: 6.4144 2020-08-15 18:41:49,859 - mmaction - INFO - Epoch [3][300/2505] lr: 3.750e-03, eta: 2 days, 3:38:31, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.4021, top5_acc: 0.6646, loss_cls: 2.6158, loss: 2.6158, grad_norm: 6.5042 2020-08-15 18:42:04,399 - mmaction - INFO - Epoch [3][320/2505] lr: 3.750e-03, eta: 2 days, 3:37:46, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.4031, top5_acc: 0.6771, loss_cls: 2.6178, loss: 2.6178, grad_norm: 6.5060 2020-08-15 18:42:19,433 - mmaction - INFO - Epoch [3][340/2505] lr: 3.750e-03, eta: 2 days, 3:37:26, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4161, top5_acc: 0.6755, loss_cls: 2.5911, loss: 2.5911, grad_norm: 6.4616 2020-08-15 18:42:34,606 - mmaction - INFO - Epoch [3][360/2505] lr: 3.750e-03, eta: 2 days, 3:37:10, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4031, top5_acc: 0.6786, loss_cls: 2.5604, loss: 2.5604, grad_norm: 6.3373 2020-08-15 18:42:49,450 - mmaction - INFO - Epoch [3][380/2505] lr: 3.750e-03, eta: 2 days, 3:36:42, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6708, loss_cls: 2.5748, loss: 2.5748, grad_norm: 6.4581 2020-08-15 18:43:05,859 - mmaction - INFO - Epoch [3][400/2505] lr: 3.750e-03, eta: 2 days, 3:37:22, time: 0.819, data_time: 0.004, memory: 8343, top1_acc: 0.4193, top5_acc: 0.6818, loss_cls: 2.5655, loss: 2.5655, grad_norm: 6.2639 2020-08-15 18:43:20,068 - mmaction - INFO - Epoch [3][420/2505] lr: 3.750e-03, eta: 2 days, 3:36:25, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.4172, top5_acc: 0.6771, loss_cls: 2.5711, loss: 2.5711, grad_norm: 6.1837 2020-08-15 18:43:35,187 - mmaction - INFO - Epoch [3][440/2505] lr: 3.750e-03, eta: 2 days, 3:36:06, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.4146, top5_acc: 0.6755, loss_cls: 2.5664, loss: 2.5664, grad_norm: 6.4639 2020-08-15 18:43:50,852 - mmaction - INFO - Epoch [3][460/2505] lr: 3.750e-03, eta: 2 days, 3:36:15, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.4167, top5_acc: 0.6974, loss_cls: 2.5145, loss: 2.5145, grad_norm: 6.3183 2020-08-15 18:44:06,533 - mmaction - INFO - Epoch [3][480/2505] lr: 3.750e-03, eta: 2 days, 3:36:21, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.4260, top5_acc: 0.6812, loss_cls: 2.5653, loss: 2.5653, grad_norm: 6.4077 2020-08-15 18:44:21,126 - mmaction - INFO - Epoch [3][500/2505] lr: 3.750e-03, eta: 2 days, 3:35:42, time: 0.731, data_time: 0.008, memory: 8343, top1_acc: 0.4427, top5_acc: 0.6969, loss_cls: 2.4761, loss: 2.4761, grad_norm: 6.3317 2020-08-15 18:44:35,741 - mmaction - INFO - Epoch [3][520/2505] lr: 3.750e-03, eta: 2 days, 3:35:03, time: 0.731, data_time: 0.003, memory: 8343, top1_acc: 0.4276, top5_acc: 0.6833, loss_cls: 2.5668, loss: 2.5668, grad_norm: 6.4140 2020-08-15 18:44:51,115 - mmaction - INFO - Epoch [3][540/2505] lr: 3.750e-03, eta: 2 days, 3:34:54, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.4167, top5_acc: 0.6927, loss_cls: 2.5314, loss: 2.5314, grad_norm: 6.3564 2020-08-15 18:45:06,172 - mmaction - INFO - Epoch [3][560/2505] lr: 3.750e-03, eta: 2 days, 3:34:37, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5941, loss: 2.5941, grad_norm: 6.4660 2020-08-15 18:45:21,077 - mmaction - INFO - Epoch [3][580/2505] lr: 3.750e-03, eta: 2 days, 3:34:10, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4999, loss: 2.4999, grad_norm: 6.2224 2020-08-15 18:45:35,919 - mmaction - INFO - Epoch [3][600/2505] lr: 3.750e-03, eta: 2 days, 3:33:42, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4115, top5_acc: 0.6802, loss_cls: 2.5726, loss: 2.5726, grad_norm: 6.5056 2020-08-15 18:45:51,100 - mmaction - INFO - Epoch [3][620/2505] lr: 3.750e-03, eta: 2 days, 3:33:26, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4432, top5_acc: 0.6943, loss_cls: 2.4771, loss: 2.4771, grad_norm: 6.3005 2020-08-15 18:46:06,960 - mmaction - INFO - Epoch [3][640/2505] lr: 3.750e-03, eta: 2 days, 3:33:43, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.4380, top5_acc: 0.6833, loss_cls: 2.5052, loss: 2.5052, grad_norm: 6.4379 2020-08-15 18:46:21,878 - mmaction - INFO - Epoch [3][660/2505] lr: 3.750e-03, eta: 2 days, 3:33:16, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.4156, top5_acc: 0.6849, loss_cls: 2.5344, loss: 2.5344, grad_norm: 6.3139 2020-08-15 18:46:37,783 - mmaction - INFO - Epoch [3][680/2505] lr: 3.750e-03, eta: 2 days, 3:33:34, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.4089, top5_acc: 0.6745, loss_cls: 2.5764, loss: 2.5764, grad_norm: 6.4204 2020-08-15 18:46:52,924 - mmaction - INFO - Epoch [3][700/2505] lr: 3.750e-03, eta: 2 days, 3:33:15, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.4234, top5_acc: 0.6901, loss_cls: 2.5058, loss: 2.5058, grad_norm: 6.3986 2020-08-15 18:47:07,947 - mmaction - INFO - Epoch [3][720/2505] lr: 3.750e-03, eta: 2 days, 3:32:56, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.4177, top5_acc: 0.6812, loss_cls: 2.6007, loss: 2.6007, grad_norm: 6.5063 2020-08-15 18:47:22,816 - mmaction - INFO - Epoch [3][740/2505] lr: 3.750e-03, eta: 2 days, 3:32:26, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4026, top5_acc: 0.6714, loss_cls: 2.5811, loss: 2.5811, grad_norm: 6.5154 2020-08-15 18:47:38,782 - mmaction - INFO - Epoch [3][760/2505] lr: 3.750e-03, eta: 2 days, 3:32:48, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.4328, top5_acc: 0.6672, loss_cls: 2.5501, loss: 2.5501, grad_norm: 6.4798 2020-08-15 18:47:53,392 - mmaction - INFO - Epoch [3][780/2505] lr: 3.750e-03, eta: 2 days, 3:32:08, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.4255, top5_acc: 0.6818, loss_cls: 2.5215, loss: 2.5215, grad_norm: 6.3864 2020-08-15 18:48:08,715 - mmaction - INFO - Epoch [3][800/2505] lr: 3.750e-03, eta: 2 days, 3:32:00, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.4193, top5_acc: 0.6807, loss_cls: 2.5591, loss: 2.5591, grad_norm: 6.5943 2020-08-15 18:48:23,822 - mmaction - INFO - Epoch [3][820/2505] lr: 3.750e-03, eta: 2 days, 3:31:42, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.4354, top5_acc: 0.6906, loss_cls: 2.5549, loss: 2.5549, grad_norm: 6.3914 2020-08-15 18:48:38,820 - mmaction - INFO - Epoch [3][840/2505] lr: 3.750e-03, eta: 2 days, 3:31:21, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.4553, loss: 2.4553, grad_norm: 6.4644 2020-08-15 18:48:54,611 - mmaction - INFO - Epoch [3][860/2505] lr: 3.750e-03, eta: 2 days, 3:31:32, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.4167, top5_acc: 0.6734, loss_cls: 2.6031, loss: 2.6031, grad_norm: 6.4458 2020-08-15 18:49:10,105 - mmaction - INFO - Epoch [3][880/2505] lr: 3.750e-03, eta: 2 days, 3:31:29, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6818, loss_cls: 2.5093, loss: 2.5093, grad_norm: 6.4342 2020-08-15 18:49:25,593 - mmaction - INFO - Epoch [3][900/2505] lr: 3.750e-03, eta: 2 days, 3:31:29, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6630, loss_cls: 2.5935, loss: 2.5935, grad_norm: 6.6211 2020-08-15 18:49:40,447 - mmaction - INFO - Epoch [3][920/2505] lr: 3.750e-03, eta: 2 days, 3:30:59, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4203, top5_acc: 0.6708, loss_cls: 2.5951, loss: 2.5951, grad_norm: 6.5990 2020-08-15 18:49:55,372 - mmaction - INFO - Epoch [3][940/2505] lr: 3.750e-03, eta: 2 days, 3:30:35, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.4115, top5_acc: 0.6922, loss_cls: 2.5388, loss: 2.5388, grad_norm: 6.6083 2020-08-15 18:50:10,410 - mmaction - INFO - Epoch [3][960/2505] lr: 3.750e-03, eta: 2 days, 3:30:14, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.4453, top5_acc: 0.7021, loss_cls: 2.4894, loss: 2.4894, grad_norm: 6.5510 2020-08-15 18:50:25,400 - mmaction - INFO - Epoch [3][980/2505] lr: 3.750e-03, eta: 2 days, 3:29:53, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.4172, top5_acc: 0.6698, loss_cls: 2.5468, loss: 2.5468, grad_norm: 6.4921 2020-08-15 18:50:41,360 - mmaction - INFO - Epoch [3][1000/2505] lr: 3.750e-03, eta: 2 days, 3:30:09, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.3964, top5_acc: 0.6573, loss_cls: 2.6396, loss: 2.6396, grad_norm: 6.5883 2020-08-15 18:50:56,330 - mmaction - INFO - Epoch [3][1020/2505] lr: 3.750e-03, eta: 2 days, 3:29:47, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6792, loss_cls: 2.5521, loss: 2.5521, grad_norm: 6.4795 2020-08-15 18:51:11,007 - mmaction - INFO - Epoch [3][1040/2505] lr: 3.750e-03, eta: 2 days, 3:29:10, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.4422, top5_acc: 0.6948, loss_cls: 2.5413, loss: 2.5413, grad_norm: 6.5286 2020-08-15 18:51:26,392 - mmaction - INFO - Epoch [3][1060/2505] lr: 3.750e-03, eta: 2 days, 3:29:06, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.4250, top5_acc: 0.6833, loss_cls: 2.4979, loss: 2.4979, grad_norm: 6.5158 2020-08-15 18:51:41,598 - mmaction - INFO - Epoch [3][1080/2505] lr: 3.750e-03, eta: 2 days, 3:28:50, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.4161, top5_acc: 0.6891, loss_cls: 2.5072, loss: 2.5072, grad_norm: 6.3942 2020-08-15 18:51:57,063 - mmaction - INFO - Epoch [3][1100/2505] lr: 3.750e-03, eta: 2 days, 3:28:49, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6839, loss_cls: 2.6072, loss: 2.6072, grad_norm: 6.5362 2020-08-15 18:52:12,517 - mmaction - INFO - Epoch [3][1120/2505] lr: 3.750e-03, eta: 2 days, 3:28:42, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.4297, top5_acc: 0.6854, loss_cls: 2.5177, loss: 2.5177, grad_norm: 6.3924 2020-08-15 18:52:28,132 - mmaction - INFO - Epoch [3][1140/2505] lr: 3.750e-03, eta: 2 days, 3:28:47, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.4266, top5_acc: 0.6771, loss_cls: 2.5435, loss: 2.5435, grad_norm: 6.4677 2020-08-15 18:52:43,616 - mmaction - INFO - Epoch [3][1160/2505] lr: 3.750e-03, eta: 2 days, 3:28:45, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.4328, top5_acc: 0.6891, loss_cls: 2.4946, loss: 2.4946, grad_norm: 6.4086 2020-08-15 18:52:58,129 - mmaction - INFO - Epoch [3][1180/2505] lr: 3.750e-03, eta: 2 days, 3:28:01, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.4443, top5_acc: 0.7010, loss_cls: 2.4180, loss: 2.4180, grad_norm: 6.4228 2020-08-15 18:53:14,254 - mmaction - INFO - Epoch [3][1200/2505] lr: 3.750e-03, eta: 2 days, 3:28:25, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.4333, top5_acc: 0.6786, loss_cls: 2.5327, loss: 2.5327, grad_norm: 6.5113 2020-08-15 18:53:29,687 - mmaction - INFO - Epoch [3][1220/2505] lr: 3.750e-03, eta: 2 days, 3:28:20, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.4406, top5_acc: 0.6984, loss_cls: 2.4746, loss: 2.4746, grad_norm: 6.5146 2020-08-15 18:53:45,540 - mmaction - INFO - Epoch [3][1240/2505] lr: 3.750e-03, eta: 2 days, 3:28:32, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.4172, top5_acc: 0.6771, loss_cls: 2.5349, loss: 2.5349, grad_norm: 6.3805 2020-08-15 18:53:59,416 - mmaction - INFO - Epoch [3][1260/2505] lr: 3.750e-03, eta: 2 days, 3:27:27, time: 0.694, data_time: 0.002, memory: 8343, top1_acc: 0.4203, top5_acc: 0.6958, loss_cls: 2.5216, loss: 2.5216, grad_norm: 6.6667 2020-08-15 18:54:14,379 - mmaction - INFO - Epoch [3][1280/2505] lr: 3.750e-03, eta: 2 days, 3:27:02, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.4323, top5_acc: 0.6938, loss_cls: 2.4766, loss: 2.4766, grad_norm: 6.5065 2020-08-15 18:54:30,453 - mmaction - INFO - Epoch [3][1300/2505] lr: 3.750e-03, eta: 2 days, 3:27:24, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.4401, top5_acc: 0.7057, loss_cls: 2.4528, loss: 2.4528, grad_norm: 6.4070 2020-08-15 18:54:48,058 - mmaction - INFO - Epoch [3][1320/2505] lr: 3.750e-03, eta: 2 days, 3:28:41, time: 0.878, data_time: 0.004, memory: 8343, top1_acc: 0.4109, top5_acc: 0.6802, loss_cls: 2.5600, loss: 2.5600, grad_norm: 6.5785 2020-08-15 18:55:02,054 - mmaction - INFO - Epoch [3][1340/2505] lr: 3.750e-03, eta: 2 days, 3:27:39, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.3932, top5_acc: 0.6786, loss_cls: 2.6040, loss: 2.6040, grad_norm: 6.6132 2020-08-15 18:55:17,832 - mmaction - INFO - Epoch [3][1360/2505] lr: 3.750e-03, eta: 2 days, 3:27:48, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.5010, loss: 2.5010, grad_norm: 6.4309 2020-08-15 18:55:32,200 - mmaction - INFO - Epoch [3][1380/2505] lr: 3.750e-03, eta: 2 days, 3:27:03, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.4208, top5_acc: 0.6953, loss_cls: 2.5410, loss: 2.5410, grad_norm: 6.5200 2020-08-15 18:55:47,410 - mmaction - INFO - Epoch [3][1400/2505] lr: 3.750e-03, eta: 2 days, 3:26:48, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.4302, top5_acc: 0.6953, loss_cls: 2.4764, loss: 2.4764, grad_norm: 6.4277 2020-08-15 18:56:01,996 - mmaction - INFO - Epoch [3][1420/2505] lr: 3.750e-03, eta: 2 days, 3:26:12, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.4260, top5_acc: 0.6760, loss_cls: 2.5451, loss: 2.5451, grad_norm: 6.5550 2020-08-15 18:56:17,623 - mmaction - INFO - Epoch [3][1440/2505] lr: 3.750e-03, eta: 2 days, 3:26:12, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5565, loss: 2.5565, grad_norm: 6.5344 2020-08-15 18:56:32,705 - mmaction - INFO - Epoch [3][1460/2505] lr: 3.750e-03, eta: 2 days, 3:25:55, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.4141, top5_acc: 0.6771, loss_cls: 2.5773, loss: 2.5773, grad_norm: 6.5713 2020-08-15 18:56:47,541 - mmaction - INFO - Epoch [3][1480/2505] lr: 3.750e-03, eta: 2 days, 3:25:25, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.4063, top5_acc: 0.6714, loss_cls: 2.5858, loss: 2.5858, grad_norm: 6.6693 2020-08-15 18:57:03,498 - mmaction - INFO - Epoch [3][1500/2505] lr: 3.750e-03, eta: 2 days, 3:25:41, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.4083, top5_acc: 0.6672, loss_cls: 2.5956, loss: 2.5956, grad_norm: 6.6548 2020-08-15 18:57:18,903 - mmaction - INFO - Epoch [3][1520/2505] lr: 3.750e-03, eta: 2 days, 3:25:32, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.4380, top5_acc: 0.6979, loss_cls: 2.4857, loss: 2.4857, grad_norm: 6.4795 2020-08-15 18:57:34,992 - mmaction - INFO - Epoch [3][1540/2505] lr: 3.750e-03, eta: 2 days, 3:25:53, time: 0.808, data_time: 0.007, memory: 8343, top1_acc: 0.4187, top5_acc: 0.6922, loss_cls: 2.4910, loss: 2.4910, grad_norm: 6.4962 2020-08-15 18:57:49,188 - mmaction - INFO - Epoch [3][1560/2505] lr: 3.750e-03, eta: 2 days, 3:25:01, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.4323, top5_acc: 0.6958, loss_cls: 2.4853, loss: 2.4853, grad_norm: 6.4779 2020-08-15 18:58:04,056 - mmaction - INFO - Epoch [3][1580/2505] lr: 3.750e-03, eta: 2 days, 3:24:34, time: 0.743, data_time: 0.008, memory: 8343, top1_acc: 0.4292, top5_acc: 0.6823, loss_cls: 2.5138, loss: 2.5138, grad_norm: 6.4642 2020-08-15 18:58:18,838 - mmaction - INFO - Epoch [3][1600/2505] lr: 3.750e-03, eta: 2 days, 3:24:06, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4349, top5_acc: 0.6911, loss_cls: 2.4319, loss: 2.4319, grad_norm: 6.4758 2020-08-15 18:58:34,219 - mmaction - INFO - Epoch [3][1620/2505] lr: 3.750e-03, eta: 2 days, 3:23:55, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5778, loss: 2.5778, grad_norm: 6.5791 2020-08-15 18:58:49,458 - mmaction - INFO - Epoch [3][1640/2505] lr: 3.750e-03, eta: 2 days, 3:23:45, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.4318, top5_acc: 0.6875, loss_cls: 2.5245, loss: 2.5245, grad_norm: 6.7555 2020-08-15 18:59:05,770 - mmaction - INFO - Epoch [3][1660/2505] lr: 3.750e-03, eta: 2 days, 3:24:10, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.4260, top5_acc: 0.6875, loss_cls: 2.5153, loss: 2.5153, grad_norm: 6.5079 2020-08-15 18:59:21,155 - mmaction - INFO - Epoch [3][1680/2505] lr: 3.750e-03, eta: 2 days, 3:24:04, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.4339, top5_acc: 0.7005, loss_cls: 2.4763, loss: 2.4763, grad_norm: 6.4119 2020-08-15 18:59:35,882 - mmaction - INFO - Epoch [3][1700/2505] lr: 3.750e-03, eta: 2 days, 3:23:30, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.4167, top5_acc: 0.6854, loss_cls: 2.5207, loss: 2.5207, grad_norm: 6.6019 2020-08-15 18:59:51,188 - mmaction - INFO - Epoch [3][1720/2505] lr: 3.750e-03, eta: 2 days, 3:23:22, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.4292, top5_acc: 0.7073, loss_cls: 2.4350, loss: 2.4350, grad_norm: 6.3651 2020-08-15 19:00:10,003 - mmaction - INFO - Epoch [3][1740/2505] lr: 3.750e-03, eta: 2 days, 3:25:14, time: 0.936, data_time: 0.005, memory: 8343, top1_acc: 0.4234, top5_acc: 0.6849, loss_cls: 2.5702, loss: 2.5702, grad_norm: 6.6319 2020-08-15 19:00:23,828 - mmaction - INFO - Epoch [3][1760/2505] lr: 3.750e-03, eta: 2 days, 3:24:13, time: 0.696, data_time: 0.010, memory: 8343, top1_acc: 0.4349, top5_acc: 0.6901, loss_cls: 2.5124, loss: 2.5124, grad_norm: 6.5307 2020-08-15 19:00:39,951 - mmaction - INFO - Epoch [3][1780/2505] lr: 3.750e-03, eta: 2 days, 3:24:31, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.4240, top5_acc: 0.6922, loss_cls: 2.4855, loss: 2.4855, grad_norm: 6.5860 2020-08-15 19:00:54,305 - mmaction - INFO - Epoch [3][1800/2505] lr: 3.750e-03, eta: 2 days, 3:23:47, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.4036, top5_acc: 0.6682, loss_cls: 2.6138, loss: 2.6138, grad_norm: 6.7553 2020-08-15 19:01:10,065 - mmaction - INFO - Epoch [3][1820/2505] lr: 3.750e-03, eta: 2 days, 3:23:50, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.4339, top5_acc: 0.7000, loss_cls: 2.4931, loss: 2.4931, grad_norm: 6.4541 2020-08-15 19:01:24,803 - mmaction - INFO - Epoch [3][1840/2505] lr: 3.750e-03, eta: 2 days, 3:23:21, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.4573, top5_acc: 0.6984, loss_cls: 2.4467, loss: 2.4467, grad_norm: 6.5671 2020-08-15 19:01:40,440 - mmaction - INFO - Epoch [3][1860/2505] lr: 3.750e-03, eta: 2 days, 3:23:22, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.4271, top5_acc: 0.6776, loss_cls: 2.5304, loss: 2.5304, grad_norm: 6.6075 2020-08-15 19:01:56,479 - mmaction - INFO - Epoch [3][1880/2505] lr: 3.750e-03, eta: 2 days, 3:23:36, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.4260, top5_acc: 0.6828, loss_cls: 2.5306, loss: 2.5306, grad_norm: 6.5623 2020-08-15 19:02:11,534 - mmaction - INFO - Epoch [3][1900/2505] lr: 3.750e-03, eta: 2 days, 3:23:17, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.4510, top5_acc: 0.6891, loss_cls: 2.4616, loss: 2.4616, grad_norm: 6.5530 2020-08-15 19:02:26,074 - mmaction - INFO - Epoch [3][1920/2505] lr: 3.750e-03, eta: 2 days, 3:22:38, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.4401, top5_acc: 0.6828, loss_cls: 2.5091, loss: 2.5091, grad_norm: 6.5694 2020-08-15 19:02:42,194 - mmaction - INFO - Epoch [3][1940/2505] lr: 3.750e-03, eta: 2 days, 3:22:56, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.4427, top5_acc: 0.6885, loss_cls: 2.5048, loss: 2.5048, grad_norm: 6.5668 2020-08-15 19:02:56,874 - mmaction - INFO - Epoch [3][1960/2505] lr: 3.750e-03, eta: 2 days, 3:22:22, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.5311, loss: 2.5311, grad_norm: 6.5521 2020-08-15 19:03:11,786 - mmaction - INFO - Epoch [3][1980/2505] lr: 3.750e-03, eta: 2 days, 3:21:58, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5193, loss: 2.5193, grad_norm: 6.8087 2020-08-15 19:03:27,139 - mmaction - INFO - Epoch [3][2000/2505] lr: 3.750e-03, eta: 2 days, 3:21:47, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4573, loss: 2.4573, grad_norm: 6.4195 2020-08-15 19:03:42,511 - mmaction - INFO - Epoch [3][2020/2505] lr: 3.750e-03, eta: 2 days, 3:21:40, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.4318, top5_acc: 0.6922, loss_cls: 2.4922, loss: 2.4922, grad_norm: 6.6694 2020-08-15 19:03:58,059 - mmaction - INFO - Epoch [3][2040/2505] lr: 3.750e-03, eta: 2 days, 3:21:36, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.4328, top5_acc: 0.6943, loss_cls: 2.4873, loss: 2.4873, grad_norm: 6.5836 2020-08-15 19:04:12,517 - mmaction - INFO - Epoch [3][2060/2505] lr: 3.750e-03, eta: 2 days, 3:20:57, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.4255, top5_acc: 0.6974, loss_cls: 2.4809, loss: 2.4809, grad_norm: 6.4930 2020-08-15 19:04:29,509 - mmaction - INFO - Epoch [3][2080/2505] lr: 3.750e-03, eta: 2 days, 3:21:42, time: 0.848, data_time: 0.005, memory: 8343, top1_acc: 0.4573, top5_acc: 0.7036, loss_cls: 2.4003, loss: 2.4003, grad_norm: 6.4496 2020-08-15 19:04:43,555 - mmaction - INFO - Epoch [3][2100/2505] lr: 3.750e-03, eta: 2 days, 3:20:49, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.4458, top5_acc: 0.6938, loss_cls: 2.4499, loss: 2.4499, grad_norm: 6.6213 2020-08-15 19:04:58,760 - mmaction - INFO - Epoch [3][2120/2505] lr: 3.750e-03, eta: 2 days, 3:20:32, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.4234, top5_acc: 0.7036, loss_cls: 2.4405, loss: 2.4405, grad_norm: 6.5520 2020-08-15 19:05:13,519 - mmaction - INFO - Epoch [3][2140/2505] lr: 3.750e-03, eta: 2 days, 3:20:05, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.4365, top5_acc: 0.6911, loss_cls: 2.4641, loss: 2.4641, grad_norm: 6.5299 2020-08-15 19:05:28,830 - mmaction - INFO - Epoch [3][2160/2505] lr: 3.750e-03, eta: 2 days, 3:19:52, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.5257, loss: 2.5257, grad_norm: 6.7558 2020-08-15 19:05:44,282 - mmaction - INFO - Epoch [3][2180/2505] lr: 3.750e-03, eta: 2 days, 3:19:47, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.4370, top5_acc: 0.6870, loss_cls: 2.5359, loss: 2.5359, grad_norm: 6.7388 2020-08-15 19:06:00,271 - mmaction - INFO - Epoch [3][2200/2505] lr: 3.750e-03, eta: 2 days, 3:19:58, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.4474, top5_acc: 0.6896, loss_cls: 2.4463, loss: 2.4463, grad_norm: 6.5169 2020-08-15 19:06:15,052 - mmaction - INFO - Epoch [3][2220/2505] lr: 3.750e-03, eta: 2 days, 3:19:30, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4229, top5_acc: 0.6833, loss_cls: 2.5800, loss: 2.5800, grad_norm: 6.6458 2020-08-15 19:06:29,950 - mmaction - INFO - Epoch [3][2240/2505] lr: 3.750e-03, eta: 2 days, 3:19:04, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5292, loss: 2.5292, grad_norm: 6.6322 2020-08-15 19:06:45,801 - mmaction - INFO - Epoch [3][2260/2505] lr: 3.750e-03, eta: 2 days, 3:19:12, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5662, loss: 2.5662, grad_norm: 6.5988 2020-08-15 19:07:00,840 - mmaction - INFO - Epoch [3][2280/2505] lr: 3.750e-03, eta: 2 days, 3:18:50, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.4406, top5_acc: 0.7021, loss_cls: 2.5084, loss: 2.5084, grad_norm: 6.6440 2020-08-15 19:07:16,242 - mmaction - INFO - Epoch [3][2300/2505] lr: 3.750e-03, eta: 2 days, 3:18:43, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.4193, top5_acc: 0.6958, loss_cls: 2.4607, loss: 2.4607, grad_norm: 6.4514 2020-08-15 19:07:31,182 - mmaction - INFO - Epoch [3][2320/2505] lr: 3.750e-03, eta: 2 days, 3:18:19, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.4359, top5_acc: 0.6917, loss_cls: 2.4599, loss: 2.4599, grad_norm: 6.5445 2020-08-15 19:07:46,395 - mmaction - INFO - Epoch [3][2340/2505] lr: 3.750e-03, eta: 2 days, 3:18:05, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.4214, top5_acc: 0.6911, loss_cls: 2.4952, loss: 2.4952, grad_norm: 6.5055 2020-08-15 19:08:02,999 - mmaction - INFO - Epoch [3][2360/2505] lr: 3.750e-03, eta: 2 days, 3:18:36, time: 0.829, data_time: 0.006, memory: 8343, top1_acc: 0.4286, top5_acc: 0.6964, loss_cls: 2.4818, loss: 2.4818, grad_norm: 6.6275 2020-08-15 19:08:17,111 - mmaction - INFO - Epoch [3][2380/2505] lr: 3.750e-03, eta: 2 days, 3:17:46, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.4484, top5_acc: 0.6839, loss_cls: 2.5085, loss: 2.5085, grad_norm: 6.5846 2020-08-15 19:08:32,394 - mmaction - INFO - Epoch [3][2400/2505] lr: 3.750e-03, eta: 2 days, 3:17:33, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.4562, top5_acc: 0.7057, loss_cls: 2.4354, loss: 2.4354, grad_norm: 6.5073 2020-08-15 19:08:47,375 - mmaction - INFO - Epoch [3][2420/2505] lr: 3.750e-03, eta: 2 days, 3:17:12, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4427, top5_acc: 0.6922, loss_cls: 2.4743, loss: 2.4743, grad_norm: 6.7068 2020-08-15 19:09:02,788 - mmaction - INFO - Epoch [3][2440/2505] lr: 3.750e-03, eta: 2 days, 3:17:02, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.4708, top5_acc: 0.7203, loss_cls: 2.3609, loss: 2.3609, grad_norm: 6.3733 2020-08-15 19:09:18,086 - mmaction - INFO - Epoch [3][2460/2505] lr: 3.750e-03, eta: 2 days, 3:16:52, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.4521, top5_acc: 0.7016, loss_cls: 2.4334, loss: 2.4334, grad_norm: 6.5771 2020-08-15 19:09:33,305 - mmaction - INFO - Epoch [3][2480/2505] lr: 3.750e-03, eta: 2 days, 3:16:37, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.4370, top5_acc: 0.6823, loss_cls: 2.5180, loss: 2.5180, grad_norm: 6.5486 2020-08-15 19:09:50,447 - mmaction - INFO - Epoch [3][2500/2505] lr: 3.750e-03, eta: 2 days, 3:17:25, time: 0.858, data_time: 0.005, memory: 8343, top1_acc: 0.4552, top5_acc: 0.6802, loss_cls: 2.4596, loss: 2.4596, grad_norm: 6.6163 2020-08-15 19:09:53,952 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-08-15 19:10:17,573 - mmaction - INFO - Epoch [4][20/2505] lr: 3.750e-03, eta: 2 days, 3:19:18, time: 1.154, data_time: 0.546, memory: 8343, top1_acc: 0.4594, top5_acc: 0.7036, loss_cls: 2.4061, loss: 2.4061, grad_norm: 6.3550 2020-08-15 19:10:30,655 - mmaction - INFO - Epoch [4][40/2505] lr: 3.750e-03, eta: 2 days, 3:17:55, time: 0.655, data_time: 0.003, memory: 8343, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4152, loss: 2.4152, grad_norm: 6.4077 2020-08-15 19:10:45,749 - mmaction - INFO - Epoch [4][60/2505] lr: 3.750e-03, eta: 2 days, 3:17:35, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4667, top5_acc: 0.7094, loss_cls: 2.3951, loss: 2.3951, grad_norm: 6.5079 2020-08-15 19:11:01,604 - mmaction - INFO - Epoch [4][80/2505] lr: 3.750e-03, eta: 2 days, 3:17:42, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.4432, top5_acc: 0.7052, loss_cls: 2.4436, loss: 2.4436, grad_norm: 6.5764 2020-08-15 19:11:15,773 - mmaction - INFO - Epoch [4][100/2505] lr: 3.750e-03, eta: 2 days, 3:16:53, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.4453, top5_acc: 0.7151, loss_cls: 2.4073, loss: 2.4073, grad_norm: 6.4731 2020-08-15 19:11:30,587 - mmaction - INFO - Epoch [4][120/2505] lr: 3.750e-03, eta: 2 days, 3:16:26, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4432, top5_acc: 0.6932, loss_cls: 2.4612, loss: 2.4612, grad_norm: 6.6786 2020-08-15 19:11:46,524 - mmaction - INFO - Epoch [4][140/2505] lr: 3.750e-03, eta: 2 days, 3:16:33, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.4651, top5_acc: 0.7203, loss_cls: 2.3477, loss: 2.3477, grad_norm: 6.5309 2020-08-15 19:12:01,082 - mmaction - INFO - Epoch [4][160/2505] lr: 3.750e-03, eta: 2 days, 3:15:59, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.4453, top5_acc: 0.6979, loss_cls: 2.4489, loss: 2.4489, grad_norm: 6.6239 2020-08-15 19:12:16,923 - mmaction - INFO - Epoch [4][180/2505] lr: 3.750e-03, eta: 2 days, 3:16:04, time: 0.792, data_time: 0.002, memory: 8343, top1_acc: 0.4432, top5_acc: 0.6865, loss_cls: 2.4766, loss: 2.4766, grad_norm: 6.5636 2020-08-15 19:12:31,526 - mmaction - INFO - Epoch [4][200/2505] lr: 3.750e-03, eta: 2 days, 3:15:29, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.4484, top5_acc: 0.7135, loss_cls: 2.3929, loss: 2.3929, grad_norm: 6.5173 2020-08-15 19:12:48,547 - mmaction - INFO - Epoch [4][220/2505] lr: 3.750e-03, eta: 2 days, 3:16:11, time: 0.852, data_time: 0.003, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7260, loss_cls: 2.3015, loss: 2.3015, grad_norm: 6.5589 2020-08-15 19:13:03,894 - mmaction - INFO - Epoch [4][240/2505] lr: 3.750e-03, eta: 2 days, 3:16:00, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4332, loss: 2.4332, grad_norm: 6.5724 2020-08-15 19:13:18,643 - mmaction - INFO - Epoch [4][260/2505] lr: 3.750e-03, eta: 2 days, 3:15:31, time: 0.737, data_time: 0.003, memory: 8343, top1_acc: 0.4536, top5_acc: 0.7042, loss_cls: 2.3618, loss: 2.3618, grad_norm: 6.5223 2020-08-15 19:13:34,436 - mmaction - INFO - Epoch [4][280/2505] lr: 3.750e-03, eta: 2 days, 3:15:33, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.4495, top5_acc: 0.7224, loss_cls: 2.3280, loss: 2.3280, grad_norm: 6.5087 2020-08-15 19:13:50,136 - mmaction - INFO - Epoch [4][300/2505] lr: 3.750e-03, eta: 2 days, 3:15:34, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.4333, top5_acc: 0.6891, loss_cls: 2.4784, loss: 2.4784, grad_norm: 6.8926 2020-08-15 19:14:04,632 - mmaction - INFO - Epoch [4][320/2505] lr: 3.750e-03, eta: 2 days, 3:14:55, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7172, loss_cls: 2.3803, loss: 2.3803, grad_norm: 6.4470 2020-08-15 19:14:19,710 - mmaction - INFO - Epoch [4][340/2505] lr: 3.750e-03, eta: 2 days, 3:14:38, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.4401, top5_acc: 0.7057, loss_cls: 2.4315, loss: 2.4315, grad_norm: 6.7079 2020-08-15 19:14:35,057 - mmaction - INFO - Epoch [4][360/2505] lr: 3.750e-03, eta: 2 days, 3:14:26, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.4406, top5_acc: 0.6974, loss_cls: 2.4258, loss: 2.4258, grad_norm: 6.7149 2020-08-15 19:14:51,400 - mmaction - INFO - Epoch [4][380/2505] lr: 3.750e-03, eta: 2 days, 3:14:47, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.4411, top5_acc: 0.7167, loss_cls: 2.4152, loss: 2.4152, grad_norm: 6.6130 2020-08-15 19:15:06,374 - mmaction - INFO - Epoch [4][400/2505] lr: 3.750e-03, eta: 2 days, 3:14:24, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.4396, top5_acc: 0.7083, loss_cls: 2.3865, loss: 2.3865, grad_norm: 6.7338 2020-08-15 19:15:21,178 - mmaction - INFO - Epoch [4][420/2505] lr: 3.750e-03, eta: 2 days, 3:13:57, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.4599, top5_acc: 0.7297, loss_cls: 2.3194, loss: 2.3194, grad_norm: 6.5457 2020-08-15 19:15:36,665 - mmaction - INFO - Epoch [4][440/2505] lr: 3.750e-03, eta: 2 days, 3:13:50, time: 0.774, data_time: 0.002, memory: 8343, top1_acc: 0.4516, top5_acc: 0.7099, loss_cls: 2.3514, loss: 2.3514, grad_norm: 6.6011 2020-08-15 19:15:51,272 - mmaction - INFO - Epoch [4][460/2505] lr: 3.750e-03, eta: 2 days, 3:13:17, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.4464, top5_acc: 0.6958, loss_cls: 2.4509, loss: 2.4509, grad_norm: 6.5630 2020-08-15 19:16:06,521 - mmaction - INFO - Epoch [4][480/2505] lr: 3.750e-03, eta: 2 days, 3:13:02, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4568, top5_acc: 0.7036, loss_cls: 2.4131, loss: 2.4131, grad_norm: 6.5567 2020-08-15 19:16:22,004 - mmaction - INFO - Epoch [4][500/2505] lr: 3.750e-03, eta: 2 days, 3:12:56, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.4453, top5_acc: 0.6938, loss_cls: 2.4454, loss: 2.4454, grad_norm: 6.6926 2020-08-15 19:16:37,343 - mmaction - INFO - Epoch [4][520/2505] lr: 3.750e-03, eta: 2 days, 3:12:44, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.4505, top5_acc: 0.7057, loss_cls: 2.4374, loss: 2.4374, grad_norm: 6.5977 2020-08-15 19:16:52,301 - mmaction - INFO - Epoch [4][540/2505] lr: 3.750e-03, eta: 2 days, 3:12:22, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.4438, top5_acc: 0.6995, loss_cls: 2.4713, loss: 2.4713, grad_norm: 6.4959 2020-08-15 19:17:08,494 - mmaction - INFO - Epoch [4][560/2505] lr: 3.750e-03, eta: 2 days, 3:12:35, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.4599, top5_acc: 0.7026, loss_cls: 2.3959, loss: 2.3959, grad_norm: 6.6295 2020-08-15 19:17:23,073 - mmaction - INFO - Epoch [4][580/2505] lr: 3.750e-03, eta: 2 days, 3:12:02, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4422, top5_acc: 0.6927, loss_cls: 2.4648, loss: 2.4648, grad_norm: 6.7074 2020-08-15 19:17:38,500 - mmaction - INFO - Epoch [4][600/2505] lr: 3.750e-03, eta: 2 days, 3:11:51, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.4562, top5_acc: 0.7208, loss_cls: 2.3580, loss: 2.3580, grad_norm: 6.5177 2020-08-15 19:17:53,425 - mmaction - INFO - Epoch [4][620/2505] lr: 3.750e-03, eta: 2 days, 3:11:30, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.4432, top5_acc: 0.7161, loss_cls: 2.3980, loss: 2.3980, grad_norm: 6.6671 2020-08-15 19:18:09,090 - mmaction - INFO - Epoch [4][640/2505] lr: 3.750e-03, eta: 2 days, 3:11:27, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.4536, top5_acc: 0.7135, loss_cls: 2.4340, loss: 2.4340, grad_norm: 6.5893 2020-08-15 19:18:23,877 - mmaction - INFO - Epoch [4][660/2505] lr: 3.750e-03, eta: 2 days, 3:11:00, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7109, loss_cls: 2.3807, loss: 2.3807, grad_norm: 6.5345 2020-08-15 19:18:38,929 - mmaction - INFO - Epoch [4][680/2505] lr: 3.750e-03, eta: 2 days, 3:10:40, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4563, top5_acc: 0.7021, loss_cls: 2.4068, loss: 2.4068, grad_norm: 6.6608 2020-08-15 19:18:55,349 - mmaction - INFO - Epoch [4][700/2505] lr: 3.750e-03, eta: 2 days, 3:11:00, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.4490, top5_acc: 0.6917, loss_cls: 2.4308, loss: 2.4308, grad_norm: 6.6355 2020-08-15 19:19:10,047 - mmaction - INFO - Epoch [4][720/2505] lr: 3.750e-03, eta: 2 days, 3:10:29, time: 0.733, data_time: 0.008, memory: 8343, top1_acc: 0.4599, top5_acc: 0.7250, loss_cls: 2.3541, loss: 2.3541, grad_norm: 6.5900 2020-08-15 19:19:26,155 - mmaction - INFO - Epoch [4][740/2505] lr: 3.750e-03, eta: 2 days, 3:10:41, time: 0.807, data_time: 0.007, memory: 8343, top1_acc: 0.4495, top5_acc: 0.7052, loss_cls: 2.4227, loss: 2.4227, grad_norm: 6.6867 2020-08-15 19:19:41,120 - mmaction - INFO - Epoch [4][760/2505] lr: 3.750e-03, eta: 2 days, 3:10:19, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3834, loss: 2.3834, grad_norm: 6.6925 2020-08-15 19:19:56,138 - mmaction - INFO - Epoch [4][780/2505] lr: 3.750e-03, eta: 2 days, 3:09:59, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4484, top5_acc: 0.6870, loss_cls: 2.4558, loss: 2.4558, grad_norm: 6.5968 2020-08-15 19:20:12,002 - mmaction - INFO - Epoch [4][800/2505] lr: 3.750e-03, eta: 2 days, 3:10:02, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.4286, top5_acc: 0.7000, loss_cls: 2.4838, loss: 2.4838, grad_norm: 6.9262 2020-08-15 19:20:27,829 - mmaction - INFO - Epoch [4][820/2505] lr: 3.750e-03, eta: 2 days, 3:10:05, time: 0.790, data_time: 0.003, memory: 8343, top1_acc: 0.4630, top5_acc: 0.7255, loss_cls: 2.3321, loss: 2.3321, grad_norm: 6.5582 2020-08-15 19:20:42,580 - mmaction - INFO - Epoch [4][840/2505] lr: 3.750e-03, eta: 2 days, 3:09:36, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.4349, top5_acc: 0.6953, loss_cls: 2.4387, loss: 2.4387, grad_norm: 6.6764 2020-08-15 19:20:58,189 - mmaction - INFO - Epoch [4][860/2505] lr: 3.750e-03, eta: 2 days, 3:09:33, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.4437, top5_acc: 0.7068, loss_cls: 2.4154, loss: 2.4154, grad_norm: 6.7853 2020-08-15 19:21:12,934 - mmaction - INFO - Epoch [4][880/2505] lr: 3.750e-03, eta: 2 days, 3:09:03, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.4479, top5_acc: 0.7062, loss_cls: 2.3703, loss: 2.3703, grad_norm: 6.6677 2020-08-15 19:21:29,033 - mmaction - INFO - Epoch [4][900/2505] lr: 3.750e-03, eta: 2 days, 3:09:14, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.4365, top5_acc: 0.7000, loss_cls: 2.4681, loss: 2.4681, grad_norm: 6.8574 2020-08-15 19:21:44,273 - mmaction - INFO - Epoch [4][920/2505] lr: 3.750e-03, eta: 2 days, 3:08:58, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.4526, top5_acc: 0.7047, loss_cls: 2.3942, loss: 2.3942, grad_norm: 6.6586 2020-08-15 19:21:59,583 - mmaction - INFO - Epoch [4][940/2505] lr: 3.750e-03, eta: 2 days, 3:08:48, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.4443, top5_acc: 0.7031, loss_cls: 2.4131, loss: 2.4131, grad_norm: 6.7092 2020-08-15 19:22:14,962 - mmaction - INFO - Epoch [4][960/2505] lr: 3.750e-03, eta: 2 days, 3:08:36, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.4349, top5_acc: 0.7016, loss_cls: 2.4012, loss: 2.4012, grad_norm: 6.7517 2020-08-15 19:22:29,921 - mmaction - INFO - Epoch [4][980/2505] lr: 3.750e-03, eta: 2 days, 3:08:15, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4664, loss: 2.4664, grad_norm: 6.7795 2020-08-15 19:22:45,260 - mmaction - INFO - Epoch [4][1000/2505] lr: 3.750e-03, eta: 2 days, 3:08:01, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.4516, top5_acc: 0.6990, loss_cls: 2.3744, loss: 2.3744, grad_norm: 6.7132 2020-08-15 19:23:00,765 - mmaction - INFO - Epoch [4][1020/2505] lr: 3.750e-03, eta: 2 days, 3:07:56, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.4427, top5_acc: 0.7094, loss_cls: 2.3796, loss: 2.3796, grad_norm: 6.6975 2020-08-15 19:23:15,714 - mmaction - INFO - Epoch [4][1040/2505] lr: 3.750e-03, eta: 2 days, 3:07:32, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.4411, top5_acc: 0.7031, loss_cls: 2.4247, loss: 2.4247, grad_norm: 6.8324 2020-08-15 19:23:30,780 - mmaction - INFO - Epoch [4][1060/2505] lr: 3.750e-03, eta: 2 days, 3:07:14, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.4396, top5_acc: 0.7083, loss_cls: 2.4390, loss: 2.4390, grad_norm: 6.7754 2020-08-15 19:23:46,027 - mmaction - INFO - Epoch [4][1080/2505] lr: 3.750e-03, eta: 2 days, 3:06:59, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7130, loss_cls: 2.3337, loss: 2.3337, grad_norm: 6.5760 2020-08-15 19:24:01,625 - mmaction - INFO - Epoch [4][1100/2505] lr: 3.750e-03, eta: 2 days, 3:06:55, time: 0.781, data_time: 0.003, memory: 8343, top1_acc: 0.4359, top5_acc: 0.6948, loss_cls: 2.4608, loss: 2.4608, grad_norm: 6.6799 2020-08-15 19:24:16,514 - mmaction - INFO - Epoch [4][1120/2505] lr: 3.750e-03, eta: 2 days, 3:06:30, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.3493, loss: 2.3493, grad_norm: 6.5801 2020-08-15 19:24:33,392 - mmaction - INFO - Epoch [4][1140/2505] lr: 3.750e-03, eta: 2 days, 3:07:02, time: 0.846, data_time: 0.005, memory: 8343, top1_acc: 0.4536, top5_acc: 0.7083, loss_cls: 2.3649, loss: 2.3649, grad_norm: 6.7036 2020-08-15 19:24:47,257 - mmaction - INFO - Epoch [4][1160/2505] lr: 3.750e-03, eta: 2 days, 3:06:08, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.4516, top5_acc: 0.7135, loss_cls: 2.4151, loss: 2.4151, grad_norm: 6.6741 2020-08-15 19:25:02,668 - mmaction - INFO - Epoch [4][1180/2505] lr: 3.750e-03, eta: 2 days, 3:05:59, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.4599, top5_acc: 0.7031, loss_cls: 2.3508, loss: 2.3508, grad_norm: 6.5054 2020-08-15 19:25:17,625 - mmaction - INFO - Epoch [4][1200/2505] lr: 3.750e-03, eta: 2 days, 3:05:37, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.4552, top5_acc: 0.7089, loss_cls: 2.3802, loss: 2.3802, grad_norm: 6.5670 2020-08-15 19:25:33,653 - mmaction - INFO - Epoch [4][1220/2505] lr: 3.750e-03, eta: 2 days, 3:05:43, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.4620, top5_acc: 0.6984, loss_cls: 2.3853, loss: 2.3853, grad_norm: 6.6365 2020-08-15 19:25:48,753 - mmaction - INFO - Epoch [4][1240/2505] lr: 3.750e-03, eta: 2 days, 3:05:25, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.4484, top5_acc: 0.7068, loss_cls: 2.3577, loss: 2.3577, grad_norm: 6.6560 2020-08-15 19:26:04,938 - mmaction - INFO - Epoch [4][1260/2505] lr: 3.750e-03, eta: 2 days, 3:05:35, time: 0.807, data_time: 0.007, memory: 8343, top1_acc: 0.4615, top5_acc: 0.7167, loss_cls: 2.3574, loss: 2.3574, grad_norm: 6.6834 2020-08-15 19:26:19,580 - mmaction - INFO - Epoch [4][1280/2505] lr: 3.750e-03, eta: 2 days, 3:05:05, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.4542, top5_acc: 0.7031, loss_cls: 2.3810, loss: 2.3810, grad_norm: 6.6104 2020-08-15 19:26:34,523 - mmaction - INFO - Epoch [4][1300/2505] lr: 3.750e-03, eta: 2 days, 3:04:42, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.4609, top5_acc: 0.7052, loss_cls: 2.3753, loss: 2.3753, grad_norm: 6.7132 2020-08-15 19:26:49,476 - mmaction - INFO - Epoch [4][1320/2505] lr: 3.750e-03, eta: 2 days, 3:04:21, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.4391, top5_acc: 0.7156, loss_cls: 2.3852, loss: 2.3852, grad_norm: 6.8281 2020-08-15 19:27:05,548 - mmaction - INFO - Epoch [4][1340/2505] lr: 3.750e-03, eta: 2 days, 3:04:27, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.4417, top5_acc: 0.7057, loss_cls: 2.4185, loss: 2.4185, grad_norm: 6.5855 2020-08-15 19:27:22,324 - mmaction - INFO - Epoch [4][1360/2505] lr: 3.750e-03, eta: 2 days, 3:04:56, time: 0.842, data_time: 0.007, memory: 8343, top1_acc: 0.4406, top5_acc: 0.7042, loss_cls: 2.4572, loss: 2.4572, grad_norm: 6.7906 2020-08-15 19:27:36,810 - mmaction - INFO - Epoch [4][1380/2505] lr: 3.750e-03, eta: 2 days, 3:04:20, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.4495, top5_acc: 0.7099, loss_cls: 2.3968, loss: 2.3968, grad_norm: 6.7690 2020-08-15 19:27:52,086 - mmaction - INFO - Epoch [4][1400/2505] lr: 3.750e-03, eta: 2 days, 3:04:07, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.4526, top5_acc: 0.7042, loss_cls: 2.3698, loss: 2.3698, grad_norm: 6.6445 2020-08-15 19:28:07,849 - mmaction - INFO - Epoch [4][1420/2505] lr: 3.750e-03, eta: 2 days, 3:04:06, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.4292, top5_acc: 0.7036, loss_cls: 2.4568, loss: 2.4568, grad_norm: 6.7662 2020-08-15 19:28:23,570 - mmaction - INFO - Epoch [4][1440/2505] lr: 3.750e-03, eta: 2 days, 3:04:04, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.4875, top5_acc: 0.7276, loss_cls: 2.2824, loss: 2.2824, grad_norm: 6.5388 2020-08-15 19:28:39,219 - mmaction - INFO - Epoch [4][1460/2505] lr: 3.750e-03, eta: 2 days, 3:04:00, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.4484, top5_acc: 0.7083, loss_cls: 2.3879, loss: 2.3879, grad_norm: 6.7508 2020-08-15 19:28:54,069 - mmaction - INFO - Epoch [4][1480/2505] lr: 3.750e-03, eta: 2 days, 3:03:36, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.4422, top5_acc: 0.7047, loss_cls: 2.4088, loss: 2.4088, grad_norm: 6.6961 2020-08-15 19:29:10,787 - mmaction - INFO - Epoch [4][1500/2505] lr: 3.750e-03, eta: 2 days, 3:03:59, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.4448, top5_acc: 0.7104, loss_cls: 2.4168, loss: 2.4168, grad_norm: 6.7717 2020-08-15 19:29:24,699 - mmaction - INFO - Epoch [4][1520/2505] lr: 3.750e-03, eta: 2 days, 3:03:10, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.4573, top5_acc: 0.7005, loss_cls: 2.4604, loss: 2.4604, grad_norm: 6.8602 2020-08-15 19:29:41,098 - mmaction - INFO - Epoch [4][1540/2505] lr: 3.750e-03, eta: 2 days, 3:03:25, time: 0.817, data_time: 0.004, memory: 8343, top1_acc: 0.4490, top5_acc: 0.6865, loss_cls: 2.4441, loss: 2.4441, grad_norm: 6.6475 2020-08-15 19:29:55,640 - mmaction - INFO - Epoch [4][1560/2505] lr: 3.750e-03, eta: 2 days, 3:02:53, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4557, top5_acc: 0.7068, loss_cls: 2.3614, loss: 2.3614, grad_norm: 6.5466 2020-08-15 19:30:10,806 - mmaction - INFO - Epoch [4][1580/2505] lr: 3.750e-03, eta: 2 days, 3:02:35, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.4417, top5_acc: 0.6974, loss_cls: 2.4425, loss: 2.4425, grad_norm: 6.7874 2020-08-15 19:30:25,498 - mmaction - INFO - Epoch [4][1600/2505] lr: 3.750e-03, eta: 2 days, 3:02:07, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.4464, top5_acc: 0.7021, loss_cls: 2.4429, loss: 2.4429, grad_norm: 6.8684 2020-08-15 19:30:41,253 - mmaction - INFO - Epoch [4][1620/2505] lr: 3.750e-03, eta: 2 days, 3:02:05, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.4479, top5_acc: 0.6964, loss_cls: 2.4273, loss: 2.4273, grad_norm: 6.6733 2020-08-15 19:30:56,553 - mmaction - INFO - Epoch [4][1640/2505] lr: 3.750e-03, eta: 2 days, 3:01:52, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.4479, top5_acc: 0.7042, loss_cls: 2.4073, loss: 2.4073, grad_norm: 6.6766 2020-08-15 19:31:11,586 - mmaction - INFO - Epoch [4][1660/2505] lr: 3.750e-03, eta: 2 days, 3:01:32, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7318, loss_cls: 2.2848, loss: 2.2848, grad_norm: 6.6642 2020-08-15 19:31:26,788 - mmaction - INFO - Epoch [4][1680/2505] lr: 3.750e-03, eta: 2 days, 3:01:15, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.4479, top5_acc: 0.7073, loss_cls: 2.3606, loss: 2.3606, grad_norm: 6.7868 2020-08-15 19:31:41,305 - mmaction - INFO - Epoch [4][1700/2505] lr: 3.750e-03, eta: 2 days, 3:00:43, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.4578, top5_acc: 0.6995, loss_cls: 2.3669, loss: 2.3669, grad_norm: 6.6974 2020-08-15 19:31:56,497 - mmaction - INFO - Epoch [4][1720/2505] lr: 3.750e-03, eta: 2 days, 3:00:26, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.4437, top5_acc: 0.6854, loss_cls: 2.4501, loss: 2.4501, grad_norm: 6.7012 2020-08-15 19:32:12,082 - mmaction - INFO - Epoch [4][1740/2505] lr: 3.750e-03, eta: 2 days, 3:00:20, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.4227, loss: 2.4227, grad_norm: 6.6892 2020-08-15 19:32:28,138 - mmaction - INFO - Epoch [4][1760/2505] lr: 3.750e-03, eta: 2 days, 3:00:27, time: 0.805, data_time: 0.008, memory: 8343, top1_acc: 0.4339, top5_acc: 0.6885, loss_cls: 2.4448, loss: 2.4448, grad_norm: 6.9177 2020-08-15 19:32:42,053 - mmaction - INFO - Epoch [4][1780/2505] lr: 3.750e-03, eta: 2 days, 2:59:38, time: 0.695, data_time: 0.003, memory: 8343, top1_acc: 0.4448, top5_acc: 0.7073, loss_cls: 2.3916, loss: 2.3916, grad_norm: 6.6867 2020-08-15 19:32:58,230 - mmaction - INFO - Epoch [4][1800/2505] lr: 3.750e-03, eta: 2 days, 2:59:48, time: 0.809, data_time: 0.007, memory: 8343, top1_acc: 0.4490, top5_acc: 0.6911, loss_cls: 2.4330, loss: 2.4330, grad_norm: 6.7064 2020-08-15 19:33:12,783 - mmaction - INFO - Epoch [4][1820/2505] lr: 3.750e-03, eta: 2 days, 2:59:15, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3846, loss: 2.3846, grad_norm: 6.6066 2020-08-15 19:33:28,024 - mmaction - INFO - Epoch [4][1840/2505] lr: 3.750e-03, eta: 2 days, 2:58:59, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4505, top5_acc: 0.7167, loss_cls: 2.3334, loss: 2.3334, grad_norm: 6.5880 2020-08-15 19:33:43,397 - mmaction - INFO - Epoch [4][1860/2505] lr: 3.750e-03, eta: 2 days, 2:58:49, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.4615, top5_acc: 0.7219, loss_cls: 2.3022, loss: 2.3022, grad_norm: 6.7352 2020-08-15 19:33:58,659 - mmaction - INFO - Epoch [4][1880/2505] lr: 3.750e-03, eta: 2 days, 2:58:35, time: 0.763, data_time: 0.002, memory: 8343, top1_acc: 0.4641, top5_acc: 0.7083, loss_cls: 2.3595, loss: 2.3595, grad_norm: 6.5996 2020-08-15 19:34:14,377 - mmaction - INFO - Epoch [4][1900/2505] lr: 3.750e-03, eta: 2 days, 2:58:32, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.4448, top5_acc: 0.7099, loss_cls: 2.4021, loss: 2.4021, grad_norm: 6.7578 2020-08-15 19:34:29,020 - mmaction - INFO - Epoch [4][1920/2505] lr: 3.750e-03, eta: 2 days, 2:58:02, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3689, loss: 2.3689, grad_norm: 6.6988 2020-08-15 19:34:43,972 - mmaction - INFO - Epoch [4][1940/2505] lr: 3.750e-03, eta: 2 days, 2:57:40, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4471, loss: 2.4471, grad_norm: 6.7971 2020-08-15 19:34:59,168 - mmaction - INFO - Epoch [4][1960/2505] lr: 3.750e-03, eta: 2 days, 2:57:24, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.4714, top5_acc: 0.7188, loss_cls: 2.3233, loss: 2.3233, grad_norm: 6.8116 2020-08-15 19:35:15,301 - mmaction - INFO - Epoch [4][1980/2505] lr: 3.750e-03, eta: 2 days, 2:57:30, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.4578, top5_acc: 0.7286, loss_cls: 2.3188, loss: 2.3188, grad_norm: 6.7373 2020-08-15 19:35:29,664 - mmaction - INFO - Epoch [4][2000/2505] lr: 3.750e-03, eta: 2 days, 2:56:55, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.4552, top5_acc: 0.7156, loss_cls: 2.3911, loss: 2.3911, grad_norm: 6.7451 2020-08-15 19:35:46,229 - mmaction - INFO - Epoch [4][2020/2505] lr: 3.750e-03, eta: 2 days, 2:57:13, time: 0.827, data_time: 0.004, memory: 8343, top1_acc: 0.4406, top5_acc: 0.6880, loss_cls: 2.4546, loss: 2.4546, grad_norm: 6.7842 2020-08-15 19:36:00,496 - mmaction - INFO - Epoch [4][2040/2505] lr: 3.750e-03, eta: 2 days, 2:56:34, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.4599, top5_acc: 0.7021, loss_cls: 2.4145, loss: 2.4145, grad_norm: 6.8326 2020-08-15 19:36:16,122 - mmaction - INFO - Epoch [4][2060/2505] lr: 3.750e-03, eta: 2 days, 2:56:29, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.4396, top5_acc: 0.6984, loss_cls: 2.4211, loss: 2.4211, grad_norm: 6.8409 2020-08-15 19:36:30,680 - mmaction - INFO - Epoch [4][2080/2505] lr: 3.750e-03, eta: 2 days, 2:55:57, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4526, top5_acc: 0.7042, loss_cls: 2.3857, loss: 2.3857, grad_norm: 6.7991 2020-08-15 19:36:45,610 - mmaction - INFO - Epoch [4][2100/2505] lr: 3.750e-03, eta: 2 days, 2:55:33, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.4437, top5_acc: 0.7021, loss_cls: 2.4234, loss: 2.4234, grad_norm: 6.8292 2020-08-15 19:37:00,576 - mmaction - INFO - Epoch [4][2120/2505] lr: 3.750e-03, eta: 2 days, 2:55:13, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7234, loss_cls: 2.2928, loss: 2.2928, grad_norm: 6.5915 2020-08-15 19:37:16,843 - mmaction - INFO - Epoch [4][2140/2505] lr: 3.750e-03, eta: 2 days, 2:55:23, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.4536, top5_acc: 0.7021, loss_cls: 2.3647, loss: 2.3647, grad_norm: 6.7473 2020-08-15 19:37:31,173 - mmaction - INFO - Epoch [4][2160/2505] lr: 3.750e-03, eta: 2 days, 2:54:47, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.4729, top5_acc: 0.7094, loss_cls: 2.3546, loss: 2.3546, grad_norm: 6.7136 2020-08-15 19:37:47,102 - mmaction - INFO - Epoch [4][2180/2505] lr: 3.750e-03, eta: 2 days, 2:54:48, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.4557, top5_acc: 0.7005, loss_cls: 2.4358, loss: 2.4358, grad_norm: 6.7855 2020-08-15 19:38:01,981 - mmaction - INFO - Epoch [4][2200/2505] lr: 3.750e-03, eta: 2 days, 2:54:25, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7161, loss_cls: 2.2910, loss: 2.2910, grad_norm: 6.6482 2020-08-15 19:38:18,174 - mmaction - INFO - Epoch [4][2220/2505] lr: 3.750e-03, eta: 2 days, 2:54:33, time: 0.808, data_time: 0.004, memory: 8343, top1_acc: 0.4536, top5_acc: 0.6990, loss_cls: 2.4056, loss: 2.4056, grad_norm: 6.9117 2020-08-15 19:38:32,577 - mmaction - INFO - Epoch [4][2240/2505] lr: 3.750e-03, eta: 2 days, 2:53:58, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.4422, top5_acc: 0.7057, loss_cls: 2.4100, loss: 2.4100, grad_norm: 6.9064 2020-08-15 19:38:47,780 - mmaction - INFO - Epoch [4][2260/2505] lr: 3.750e-03, eta: 2 days, 2:53:41, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4280, loss: 2.4280, grad_norm: 6.8563 2020-08-15 19:39:03,138 - mmaction - INFO - Epoch [4][2280/2505] lr: 3.750e-03, eta: 2 days, 2:53:31, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.4573, top5_acc: 0.7005, loss_cls: 2.4015, loss: 2.4015, grad_norm: 6.8447 2020-08-15 19:39:18,840 - mmaction - INFO - Epoch [4][2300/2505] lr: 3.750e-03, eta: 2 days, 2:53:27, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3434, loss: 2.3434, grad_norm: 6.7287 2020-08-15 19:39:33,395 - mmaction - INFO - Epoch [4][2320/2505] lr: 3.750e-03, eta: 2 days, 2:52:56, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.4500, top5_acc: 0.7073, loss_cls: 2.3855, loss: 2.3855, grad_norm: 6.6598 2020-08-15 19:39:49,075 - mmaction - INFO - Epoch [4][2340/2505] lr: 3.750e-03, eta: 2 days, 2:52:51, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.4547, top5_acc: 0.7057, loss_cls: 2.3693, loss: 2.3693, grad_norm: 6.7148 2020-08-15 19:40:03,781 - mmaction - INFO - Epoch [4][2360/2505] lr: 3.750e-03, eta: 2 days, 2:52:24, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.4630, top5_acc: 0.7203, loss_cls: 2.3218, loss: 2.3218, grad_norm: 6.7078 2020-08-15 19:40:19,005 - mmaction - INFO - Epoch [4][2380/2505] lr: 3.750e-03, eta: 2 days, 2:52:09, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.4500, top5_acc: 0.7062, loss_cls: 2.3624, loss: 2.3624, grad_norm: 6.7158 2020-08-15 19:40:33,912 - mmaction - INFO - Epoch [4][2400/2505] lr: 3.750e-03, eta: 2 days, 2:51:44, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4479, top5_acc: 0.7083, loss_cls: 2.4056, loss: 2.4056, grad_norm: 6.8627 2020-08-15 19:40:48,727 - mmaction - INFO - Epoch [4][2420/2505] lr: 3.750e-03, eta: 2 days, 2:51:21, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4594, top5_acc: 0.7073, loss_cls: 2.3331, loss: 2.3331, grad_norm: 6.6367 2020-08-15 19:41:04,325 - mmaction - INFO - Epoch [4][2440/2505] lr: 3.750e-03, eta: 2 days, 2:51:13, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7068, loss_cls: 2.3941, loss: 2.3941, grad_norm: 6.6722 2020-08-15 19:41:19,996 - mmaction - INFO - Epoch [4][2460/2505] lr: 3.750e-03, eta: 2 days, 2:51:10, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.4599, top5_acc: 0.7141, loss_cls: 2.3296, loss: 2.3296, grad_norm: 6.7952 2020-08-15 19:41:34,783 - mmaction - INFO - Epoch [4][2480/2505] lr: 3.750e-03, eta: 2 days, 2:50:43, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.4542, top5_acc: 0.7047, loss_cls: 2.4167, loss: 2.4167, grad_norm: 6.8337 2020-08-15 19:41:50,645 - mmaction - INFO - Epoch [4][2500/2505] lr: 3.750e-03, eta: 2 days, 2:50:45, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.4615, top5_acc: 0.7005, loss_cls: 2.3975, loss: 2.3975, grad_norm: 6.8339 2020-08-15 19:41:53,997 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-08-15 19:42:15,211 - mmaction - INFO - Epoch [5][20/2505] lr: 3.750e-03, eta: 2 days, 2:51:09, time: 1.042, data_time: 0.381, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7313, loss_cls: 2.2883, loss: 2.2883, grad_norm: 6.6946 2020-08-15 19:42:28,459 - mmaction - INFO - Epoch [5][40/2505] lr: 3.750e-03, eta: 2 days, 2:50:07, time: 0.663, data_time: 0.002, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7125, loss_cls: 2.3257, loss: 2.3257, grad_norm: 6.6324 2020-08-15 19:42:43,089 - mmaction - INFO - Epoch [5][60/2505] lr: 3.750e-03, eta: 2 days, 2:49:36, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.4547, top5_acc: 0.7135, loss_cls: 2.3651, loss: 2.3651, grad_norm: 6.8162 2020-08-15 19:42:58,026 - mmaction - INFO - Epoch [5][80/2505] lr: 3.750e-03, eta: 2 days, 2:49:15, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7161, loss_cls: 2.3023, loss: 2.3023, grad_norm: 6.6986 2020-08-15 19:43:15,980 - mmaction - INFO - Epoch [5][100/2505] lr: 3.750e-03, eta: 2 days, 2:50:04, time: 0.897, data_time: 0.005, memory: 8343, top1_acc: 0.4672, top5_acc: 0.7229, loss_cls: 2.3093, loss: 2.3093, grad_norm: 6.7110 2020-08-15 19:43:29,291 - mmaction - INFO - Epoch [5][120/2505] lr: 3.750e-03, eta: 2 days, 2:49:04, time: 0.666, data_time: 0.004, memory: 8343, top1_acc: 0.4833, top5_acc: 0.7323, loss_cls: 2.2407, loss: 2.2407, grad_norm: 6.6287 2020-08-15 19:43:45,897 - mmaction - INFO - Epoch [5][140/2505] lr: 3.750e-03, eta: 2 days, 2:49:22, time: 0.831, data_time: 0.006, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7135, loss_cls: 2.3308, loss: 2.3308, grad_norm: 6.8276 2020-08-15 19:44:00,913 - mmaction - INFO - Epoch [5][160/2505] lr: 3.750e-03, eta: 2 days, 2:49:02, time: 0.751, data_time: 0.002, memory: 8343, top1_acc: 0.4672, top5_acc: 0.7146, loss_cls: 2.3004, loss: 2.3004, grad_norm: 6.6525 2020-08-15 19:44:15,565 - mmaction - INFO - Epoch [5][180/2505] lr: 3.750e-03, eta: 2 days, 2:48:32, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.4521, top5_acc: 0.7073, loss_cls: 2.3927, loss: 2.3927, grad_norm: 6.9302 2020-08-15 19:44:31,555 - mmaction - INFO - Epoch [5][200/2505] lr: 3.750e-03, eta: 2 days, 2:48:36, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.4807, top5_acc: 0.7224, loss_cls: 2.2915, loss: 2.2915, grad_norm: 6.8070 2020-08-15 19:44:45,762 - mmaction - INFO - Epoch [5][220/2505] lr: 3.750e-03, eta: 2 days, 2:47:56, time: 0.709, data_time: 0.004, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7089, loss_cls: 2.3348, loss: 2.3348, grad_norm: 6.7503 2020-08-15 19:45:01,844 - mmaction - INFO - Epoch [5][240/2505] lr: 3.750e-03, eta: 2 days, 2:48:01, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7240, loss_cls: 2.3156, loss: 2.3156, grad_norm: 6.8920 2020-08-15 19:45:16,285 - mmaction - INFO - Epoch [5][260/2505] lr: 3.750e-03, eta: 2 days, 2:47:28, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.4740, top5_acc: 0.7245, loss_cls: 2.2857, loss: 2.2857, grad_norm: 6.8702 2020-08-15 19:45:31,777 - mmaction - INFO - Epoch [5][280/2505] lr: 3.750e-03, eta: 2 days, 2:47:18, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.4625, top5_acc: 0.7193, loss_cls: 2.3272, loss: 2.3272, grad_norm: 6.7680 2020-08-15 19:45:46,468 - mmaction - INFO - Epoch [5][300/2505] lr: 3.750e-03, eta: 2 days, 2:46:51, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7312, loss_cls: 2.3122, loss: 2.3122, grad_norm: 6.8060 2020-08-15 19:46:01,084 - mmaction - INFO - Epoch [5][320/2505] lr: 3.750e-03, eta: 2 days, 2:46:22, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.4573, top5_acc: 0.7156, loss_cls: 2.3619, loss: 2.3619, grad_norm: 6.9572 2020-08-15 19:46:16,667 - mmaction - INFO - Epoch [5][340/2505] lr: 3.750e-03, eta: 2 days, 2:46:15, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.4661, top5_acc: 0.7130, loss_cls: 2.3418, loss: 2.3418, grad_norm: 6.7503 2020-08-15 19:46:31,450 - mmaction - INFO - Epoch [5][360/2505] lr: 3.750e-03, eta: 2 days, 2:45:48, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.4411, top5_acc: 0.7036, loss_cls: 2.4071, loss: 2.4071, grad_norm: 6.9027 2020-08-15 19:46:46,145 - mmaction - INFO - Epoch [5][380/2505] lr: 3.750e-03, eta: 2 days, 2:45:22, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.4635, top5_acc: 0.7120, loss_cls: 2.3409, loss: 2.3409, grad_norm: 6.7916 2020-08-15 19:47:01,926 - mmaction - INFO - Epoch [5][400/2505] lr: 3.750e-03, eta: 2 days, 2:45:20, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.4839, top5_acc: 0.7271, loss_cls: 2.3049, loss: 2.3049, grad_norm: 6.8222 2020-08-15 19:47:17,121 - mmaction - INFO - Epoch [5][420/2505] lr: 3.750e-03, eta: 2 days, 2:45:04, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.4687, top5_acc: 0.7234, loss_cls: 2.3405, loss: 2.3405, grad_norm: 6.7726 2020-08-15 19:47:31,863 - mmaction - INFO - Epoch [5][440/2505] lr: 3.750e-03, eta: 2 days, 2:44:38, time: 0.737, data_time: 0.003, memory: 8343, top1_acc: 0.4568, top5_acc: 0.7047, loss_cls: 2.3689, loss: 2.3689, grad_norm: 6.9913 2020-08-15 19:47:46,629 - mmaction - INFO - Epoch [5][460/2505] lr: 3.750e-03, eta: 2 days, 2:44:12, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.4667, top5_acc: 0.7380, loss_cls: 2.2807, loss: 2.2807, grad_norm: 6.8499 2020-08-15 19:48:01,774 - mmaction - INFO - Epoch [5][480/2505] lr: 3.750e-03, eta: 2 days, 2:43:55, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.4771, top5_acc: 0.7172, loss_cls: 2.3097, loss: 2.3097, grad_norm: 6.7222 2020-08-15 19:48:17,105 - mmaction - INFO - Epoch [5][500/2505] lr: 3.750e-03, eta: 2 days, 2:43:42, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.4703, top5_acc: 0.7224, loss_cls: 2.2907, loss: 2.2907, grad_norm: 6.6979 2020-08-15 19:48:32,649 - mmaction - INFO - Epoch [5][520/2505] lr: 3.750e-03, eta: 2 days, 2:43:35, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7312, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.7207 2020-08-15 19:48:47,552 - mmaction - INFO - Epoch [5][540/2505] lr: 3.750e-03, eta: 2 days, 2:43:12, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4922, top5_acc: 0.7229, loss_cls: 2.2722, loss: 2.2722, grad_norm: 6.6578 2020-08-15 19:49:02,220 - mmaction - INFO - Epoch [5][560/2505] lr: 3.750e-03, eta: 2 days, 2:42:44, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.4651, top5_acc: 0.7214, loss_cls: 2.2878, loss: 2.2878, grad_norm: 6.7607 2020-08-15 19:49:17,195 - mmaction - INFO - Epoch [5][580/2505] lr: 3.750e-03, eta: 2 days, 2:42:23, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.4792, top5_acc: 0.7323, loss_cls: 2.2695, loss: 2.2695, grad_norm: 6.7233 2020-08-15 19:49:32,007 - mmaction - INFO - Epoch [5][600/2505] lr: 3.750e-03, eta: 2 days, 2:42:00, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4505, top5_acc: 0.7214, loss_cls: 2.3150, loss: 2.3150, grad_norm: 6.9075 2020-08-15 19:49:46,808 - mmaction - INFO - Epoch [5][620/2505] lr: 3.750e-03, eta: 2 days, 2:41:34, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.4521, top5_acc: 0.7234, loss_cls: 2.3352, loss: 2.3352, grad_norm: 6.8721 2020-08-15 19:50:02,449 - mmaction - INFO - Epoch [5][640/2505] lr: 3.750e-03, eta: 2 days, 2:41:29, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7224, loss_cls: 2.3555, loss: 2.3555, grad_norm: 6.9086 2020-08-15 19:50:17,404 - mmaction - INFO - Epoch [5][660/2505] lr: 3.750e-03, eta: 2 days, 2:41:08, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.4573, top5_acc: 0.7109, loss_cls: 2.3842, loss: 2.3842, grad_norm: 6.9186 2020-08-15 19:50:32,241 - mmaction - INFO - Epoch [5][680/2505] lr: 3.750e-03, eta: 2 days, 2:40:44, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.4870, top5_acc: 0.7255, loss_cls: 2.2923, loss: 2.2923, grad_norm: 6.7960 2020-08-15 19:50:47,025 - mmaction - INFO - Epoch [5][700/2505] lr: 3.750e-03, eta: 2 days, 2:40:20, time: 0.740, data_time: 0.003, memory: 8343, top1_acc: 0.4651, top5_acc: 0.7047, loss_cls: 2.3869, loss: 2.3869, grad_norm: 6.7966 2020-08-15 19:51:01,788 - mmaction - INFO - Epoch [5][720/2505] lr: 3.750e-03, eta: 2 days, 2:39:53, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.4615, top5_acc: 0.7115, loss_cls: 2.3516, loss: 2.3516, grad_norm: 6.8401 2020-08-15 19:51:17,317 - mmaction - INFO - Epoch [5][740/2505] lr: 3.750e-03, eta: 2 days, 2:39:46, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7156, loss_cls: 2.3739, loss: 2.3739, grad_norm: 6.8779 2020-08-15 19:51:32,145 - mmaction - INFO - Epoch [5][760/2505] lr: 3.750e-03, eta: 2 days, 2:39:21, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.4635, top5_acc: 0.7255, loss_cls: 2.3457, loss: 2.3457, grad_norm: 6.8779 2020-08-15 19:51:46,813 - mmaction - INFO - Epoch [5][780/2505] lr: 3.750e-03, eta: 2 days, 2:38:54, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.4651, top5_acc: 0.7349, loss_cls: 2.2779, loss: 2.2779, grad_norm: 6.7720 2020-08-15 19:52:01,824 - mmaction - INFO - Epoch [5][800/2505] lr: 3.750e-03, eta: 2 days, 2:38:34, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.4807, top5_acc: 0.7219, loss_cls: 2.2460, loss: 2.2460, grad_norm: 6.6522 2020-08-15 19:52:17,658 - mmaction - INFO - Epoch [5][820/2505] lr: 3.750e-03, eta: 2 days, 2:38:33, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.4510, top5_acc: 0.7104, loss_cls: 2.3882, loss: 2.3882, grad_norm: 6.8853 2020-08-15 19:52:31,619 - mmaction - INFO - Epoch [5][840/2505] lr: 3.750e-03, eta: 2 days, 2:37:50, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7339, loss_cls: 2.2372, loss: 2.2372, grad_norm: 6.6730 2020-08-15 19:52:46,484 - mmaction - INFO - Epoch [5][860/2505] lr: 3.750e-03, eta: 2 days, 2:37:27, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4870, top5_acc: 0.7302, loss_cls: 2.2295, loss: 2.2295, grad_norm: 6.7639 2020-08-15 19:53:01,341 - mmaction - INFO - Epoch [5][880/2505] lr: 3.750e-03, eta: 2 days, 2:37:04, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.4687, top5_acc: 0.7198, loss_cls: 2.3211, loss: 2.3211, grad_norm: 6.7768 2020-08-15 19:53:16,459 - mmaction - INFO - Epoch [5][900/2505] lr: 3.750e-03, eta: 2 days, 2:36:48, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7109, loss_cls: 2.2971, loss: 2.2971, grad_norm: 6.7057 2020-08-15 19:53:31,522 - mmaction - INFO - Epoch [5][920/2505] lr: 3.750e-03, eta: 2 days, 2:36:28, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7318, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.7033 2020-08-15 19:53:46,302 - mmaction - INFO - Epoch [5][940/2505] lr: 3.750e-03, eta: 2 days, 2:36:04, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7208, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.6610 2020-08-15 19:54:02,058 - mmaction - INFO - Epoch [5][960/2505] lr: 3.750e-03, eta: 2 days, 2:36:01, time: 0.788, data_time: 0.002, memory: 8343, top1_acc: 0.4552, top5_acc: 0.7172, loss_cls: 2.3149, loss: 2.3149, grad_norm: 6.8486 2020-08-15 19:54:16,644 - mmaction - INFO - Epoch [5][980/2505] lr: 3.750e-03, eta: 2 days, 2:35:31, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.4630, top5_acc: 0.7078, loss_cls: 2.3729, loss: 2.3729, grad_norm: 6.9432 2020-08-15 19:54:31,407 - mmaction - INFO - Epoch [5][1000/2505] lr: 3.750e-03, eta: 2 days, 2:35:07, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.4833, top5_acc: 0.7271, loss_cls: 2.2680, loss: 2.2680, grad_norm: 6.6325 2020-08-15 19:54:46,436 - mmaction - INFO - Epoch [5][1020/2505] lr: 3.750e-03, eta: 2 days, 2:34:46, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7063, loss_cls: 2.3441, loss: 2.3441, grad_norm: 6.9347 2020-08-15 19:55:01,907 - mmaction - INFO - Epoch [5][1040/2505] lr: 3.750e-03, eta: 2 days, 2:34:39, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.4630, top5_acc: 0.7172, loss_cls: 2.3199, loss: 2.3199, grad_norm: 6.7576 2020-08-15 19:55:16,484 - mmaction - INFO - Epoch [5][1060/2505] lr: 3.750e-03, eta: 2 days, 2:34:10, time: 0.728, data_time: 0.002, memory: 8343, top1_acc: 0.4943, top5_acc: 0.7380, loss_cls: 2.2407, loss: 2.2407, grad_norm: 6.7295 2020-08-15 19:55:32,055 - mmaction - INFO - Epoch [5][1080/2505] lr: 3.750e-03, eta: 2 days, 2:34:02, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.4823, top5_acc: 0.7344, loss_cls: 2.2217, loss: 2.2217, grad_norm: 6.7914 2020-08-15 19:55:46,991 - mmaction - INFO - Epoch [5][1100/2505] lr: 3.750e-03, eta: 2 days, 2:33:41, time: 0.747, data_time: 0.008, memory: 8343, top1_acc: 0.4646, top5_acc: 0.7307, loss_cls: 2.3039, loss: 2.3039, grad_norm: 6.9200 2020-08-15 19:56:02,127 - mmaction - INFO - Epoch [5][1120/2505] lr: 3.750e-03, eta: 2 days, 2:33:25, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.4573, top5_acc: 0.7182, loss_cls: 2.3044, loss: 2.3044, grad_norm: 6.7612 2020-08-15 19:56:16,732 - mmaction - INFO - Epoch [5][1140/2505] lr: 3.750e-03, eta: 2 days, 2:32:57, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4370, top5_acc: 0.6990, loss_cls: 2.4060, loss: 2.4060, grad_norm: 6.9837 2020-08-15 19:56:32,012 - mmaction - INFO - Epoch [5][1160/2505] lr: 3.750e-03, eta: 2 days, 2:32:42, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.4776, top5_acc: 0.7151, loss_cls: 2.2784, loss: 2.2784, grad_norm: 6.8012 2020-08-15 19:56:47,467 - mmaction - INFO - Epoch [5][1180/2505] lr: 3.750e-03, eta: 2 days, 2:32:33, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.4630, top5_acc: 0.7208, loss_cls: 2.3158, loss: 2.3158, grad_norm: 6.9186 2020-08-15 19:57:03,842 - mmaction - INFO - Epoch [5][1200/2505] lr: 3.750e-03, eta: 2 days, 2:32:41, time: 0.815, data_time: 0.004, memory: 8343, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3131, loss: 2.3131, grad_norm: 6.8291 2020-08-15 19:57:18,432 - mmaction - INFO - Epoch [5][1220/2505] lr: 3.750e-03, eta: 2 days, 2:32:14, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.4911, top5_acc: 0.7411, loss_cls: 2.2174, loss: 2.2174, grad_norm: 6.7732 2020-08-15 19:57:32,877 - mmaction - INFO - Epoch [5][1240/2505] lr: 3.750e-03, eta: 2 days, 2:31:43, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.4724, top5_acc: 0.7266, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.6934 2020-08-15 19:57:47,978 - mmaction - INFO - Epoch [5][1260/2505] lr: 3.750e-03, eta: 2 days, 2:31:24, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4807, top5_acc: 0.7141, loss_cls: 2.3227, loss: 2.3227, grad_norm: 6.9246 2020-08-15 19:58:02,737 - mmaction - INFO - Epoch [5][1280/2505] lr: 3.750e-03, eta: 2 days, 2:31:01, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.4771, top5_acc: 0.7234, loss_cls: 2.2753, loss: 2.2753, grad_norm: 6.8051 2020-08-15 19:58:17,623 - mmaction - INFO - Epoch [5][1300/2505] lr: 3.750e-03, eta: 2 days, 2:30:38, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.4714, top5_acc: 0.7281, loss_cls: 2.2998, loss: 2.2998, grad_norm: 6.9496 2020-08-15 19:58:32,657 - mmaction - INFO - Epoch [5][1320/2505] lr: 3.750e-03, eta: 2 days, 2:30:20, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7182, loss_cls: 2.3109, loss: 2.3109, grad_norm: 6.7488 2020-08-15 19:58:47,517 - mmaction - INFO - Epoch [5][1340/2505] lr: 3.750e-03, eta: 2 days, 2:29:57, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.4844, top5_acc: 0.7198, loss_cls: 2.3421, loss: 2.3421, grad_norm: 6.9571 2020-08-15 19:59:02,125 - mmaction - INFO - Epoch [5][1360/2505] lr: 3.750e-03, eta: 2 days, 2:29:30, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.4547, top5_acc: 0.7172, loss_cls: 2.3342, loss: 2.3342, grad_norm: 6.7338 2020-08-15 19:59:16,933 - mmaction - INFO - Epoch [5][1380/2505] lr: 3.750e-03, eta: 2 days, 2:29:05, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.4464, top5_acc: 0.7000, loss_cls: 2.4210, loss: 2.4210, grad_norm: 6.9484 2020-08-15 19:59:33,689 - mmaction - INFO - Epoch [5][1400/2505] lr: 3.750e-03, eta: 2 days, 2:29:23, time: 0.840, data_time: 0.006, memory: 8343, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2435, loss: 2.2435, grad_norm: 6.7853 2020-08-15 19:59:47,774 - mmaction - INFO - Epoch [5][1420/2505] lr: 3.750e-03, eta: 2 days, 2:28:44, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7281, loss_cls: 2.2369, loss: 2.2369, grad_norm: 6.7088 2020-08-15 20:00:02,463 - mmaction - INFO - Epoch [5][1440/2505] lr: 3.750e-03, eta: 2 days, 2:28:19, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7120, loss_cls: 2.3520, loss: 2.3520, grad_norm: 6.8633 2020-08-15 20:00:19,120 - mmaction - INFO - Epoch [5][1460/2505] lr: 3.750e-03, eta: 2 days, 2:28:28, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.4635, top5_acc: 0.7182, loss_cls: 2.3210, loss: 2.3210, grad_norm: 6.7962 2020-08-15 20:00:33,631 - mmaction - INFO - Epoch [5][1480/2505] lr: 3.750e-03, eta: 2 days, 2:28:03, time: 0.738, data_time: 0.025, memory: 8343, top1_acc: 0.4703, top5_acc: 0.7229, loss_cls: 2.2855, loss: 2.2855, grad_norm: 6.7712 2020-08-15 20:00:48,201 - mmaction - INFO - Epoch [5][1500/2505] lr: 3.750e-03, eta: 2 days, 2:27:36, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.4818, top5_acc: 0.7344, loss_cls: 2.2312, loss: 2.2312, grad_norm: 6.7981 2020-08-15 20:01:03,188 - mmaction - INFO - Epoch [5][1520/2505] lr: 3.750e-03, eta: 2 days, 2:27:15, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.4812, top5_acc: 0.7297, loss_cls: 2.2742, loss: 2.2742, grad_norm: 7.0522 2020-08-15 20:01:17,818 - mmaction - INFO - Epoch [5][1540/2505] lr: 3.750e-03, eta: 2 days, 2:26:49, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.4589, top5_acc: 0.7245, loss_cls: 2.2825, loss: 2.2825, grad_norm: 6.8946 2020-08-15 20:01:32,959 - mmaction - INFO - Epoch [5][1560/2505] lr: 3.750e-03, eta: 2 days, 2:26:33, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.4630, top5_acc: 0.7240, loss_cls: 2.3354, loss: 2.3354, grad_norm: 6.9251 2020-08-15 20:01:47,998 - mmaction - INFO - Epoch [5][1580/2505] lr: 3.750e-03, eta: 2 days, 2:26:14, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4661, top5_acc: 0.7146, loss_cls: 2.3113, loss: 2.3113, grad_norm: 6.8783 2020-08-15 20:02:02,887 - mmaction - INFO - Epoch [5][1600/2505] lr: 3.750e-03, eta: 2 days, 2:25:52, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4703, top5_acc: 0.7323, loss_cls: 2.2425, loss: 2.2425, grad_norm: 6.8879 2020-08-15 20:02:18,125 - mmaction - INFO - Epoch [5][1620/2505] lr: 3.750e-03, eta: 2 days, 2:25:38, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7432, loss_cls: 2.2024, loss: 2.2024, grad_norm: 6.7838 2020-08-15 20:02:32,501 - mmaction - INFO - Epoch [5][1640/2505] lr: 3.750e-03, eta: 2 days, 2:25:05, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.4714, top5_acc: 0.7198, loss_cls: 2.2811, loss: 2.2811, grad_norm: 6.8681 2020-08-15 20:02:47,323 - mmaction - INFO - Epoch [5][1660/2505] lr: 3.750e-03, eta: 2 days, 2:24:43, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7214, loss_cls: 2.2976, loss: 2.2976, grad_norm: 6.9056 2020-08-15 20:03:02,511 - mmaction - INFO - Epoch [5][1680/2505] lr: 3.750e-03, eta: 2 days, 2:24:26, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3118, loss: 2.3118, grad_norm: 6.8399 2020-08-15 20:03:18,030 - mmaction - INFO - Epoch [5][1700/2505] lr: 3.750e-03, eta: 2 days, 2:24:19, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.4464, top5_acc: 0.7151, loss_cls: 2.3497, loss: 2.3497, grad_norm: 7.0252 2020-08-15 20:03:32,459 - mmaction - INFO - Epoch [5][1720/2505] lr: 3.750e-03, eta: 2 days, 2:23:47, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.4734, top5_acc: 0.7344, loss_cls: 2.2663, loss: 2.2663, grad_norm: 6.7882 2020-08-15 20:03:47,789 - mmaction - INFO - Epoch [5][1740/2505] lr: 3.750e-03, eta: 2 days, 2:23:36, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.4583, top5_acc: 0.7245, loss_cls: 2.3611, loss: 2.3611, grad_norm: 6.8983 2020-08-15 20:04:02,306 - mmaction - INFO - Epoch [5][1760/2505] lr: 3.750e-03, eta: 2 days, 2:23:07, time: 0.726, data_time: 0.002, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7318, loss_cls: 2.2523, loss: 2.2523, grad_norm: 6.7674 2020-08-15 20:04:18,156 - mmaction - INFO - Epoch [5][1780/2505] lr: 3.750e-03, eta: 2 days, 2:23:04, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.4531, top5_acc: 0.7083, loss_cls: 2.3652, loss: 2.3652, grad_norm: 6.9621 2020-08-15 20:04:32,319 - mmaction - INFO - Epoch [5][1800/2505] lr: 3.750e-03, eta: 2 days, 2:22:29, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.4750, top5_acc: 0.7167, loss_cls: 2.3243, loss: 2.3243, grad_norm: 6.8096 2020-08-15 20:04:47,637 - mmaction - INFO - Epoch [5][1820/2505] lr: 3.750e-03, eta: 2 days, 2:22:15, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.4708, top5_acc: 0.7271, loss_cls: 2.2842, loss: 2.2842, grad_norm: 6.8395 2020-08-15 20:05:02,127 - mmaction - INFO - Epoch [5][1840/2505] lr: 3.750e-03, eta: 2 days, 2:21:46, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.4734, top5_acc: 0.7245, loss_cls: 2.3020, loss: 2.3020, grad_norm: 6.9760 2020-08-15 20:05:16,769 - mmaction - INFO - Epoch [5][1860/2505] lr: 3.750e-03, eta: 2 days, 2:21:20, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.4594, top5_acc: 0.7141, loss_cls: 2.3337, loss: 2.3337, grad_norm: 6.9092 2020-08-15 20:05:31,870 - mmaction - INFO - Epoch [5][1880/2505] lr: 3.750e-03, eta: 2 days, 2:21:03, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.4646, top5_acc: 0.7177, loss_cls: 2.2774, loss: 2.2774, grad_norm: 6.7833 2020-08-15 20:05:47,008 - mmaction - INFO - Epoch [5][1900/2505] lr: 3.750e-03, eta: 2 days, 2:20:47, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.4849, top5_acc: 0.7281, loss_cls: 2.2522, loss: 2.2522, grad_norm: 6.7459 2020-08-15 20:06:01,763 - mmaction - INFO - Epoch [5][1920/2505] lr: 3.750e-03, eta: 2 days, 2:20:23, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.4615, top5_acc: 0.7286, loss_cls: 2.3039, loss: 2.3039, grad_norm: 6.7948 2020-08-15 20:06:16,704 - mmaction - INFO - Epoch [5][1940/2505] lr: 3.750e-03, eta: 2 days, 2:20:02, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.4677, top5_acc: 0.7188, loss_cls: 2.3310, loss: 2.3310, grad_norm: 6.9109 2020-08-15 20:06:32,816 - mmaction - INFO - Epoch [5][1960/2505] lr: 3.750e-03, eta: 2 days, 2:20:06, time: 0.807, data_time: 0.004, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7318, loss_cls: 2.2793, loss: 2.2793, grad_norm: 6.8533 2020-08-15 20:06:46,680 - mmaction - INFO - Epoch [5][1980/2505] lr: 3.750e-03, eta: 2 days, 2:19:23, time: 0.691, data_time: 0.004, memory: 8343, top1_acc: 0.4448, top5_acc: 0.7052, loss_cls: 2.4242, loss: 2.4242, grad_norm: 6.7955 2020-08-15 20:07:01,013 - mmaction - INFO - Epoch [5][2000/2505] lr: 3.750e-03, eta: 2 days, 2:18:52, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.4651, top5_acc: 0.7125, loss_cls: 2.3304, loss: 2.3304, grad_norm: 6.6978 2020-08-15 20:07:16,186 - mmaction - INFO - Epoch [5][2020/2505] lr: 3.750e-03, eta: 2 days, 2:18:35, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.4781, top5_acc: 0.7167, loss_cls: 2.2772, loss: 2.2772, grad_norm: 6.7971 2020-08-15 20:07:30,424 - mmaction - INFO - Epoch [5][2040/2505] lr: 3.750e-03, eta: 2 days, 2:18:02, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7187, loss_cls: 2.3017, loss: 2.3017, grad_norm: 6.8091 2020-08-15 20:07:45,767 - mmaction - INFO - Epoch [5][2060/2505] lr: 3.750e-03, eta: 2 days, 2:17:50, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7219, loss_cls: 2.2865, loss: 2.2865, grad_norm: 6.9446 2020-08-15 20:08:00,145 - mmaction - INFO - Epoch [5][2080/2505] lr: 3.750e-03, eta: 2 days, 2:17:19, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7276, loss_cls: 2.2314, loss: 2.2314, grad_norm: 6.9428 2020-08-15 20:08:14,782 - mmaction - INFO - Epoch [5][2100/2505] lr: 3.750e-03, eta: 2 days, 2:16:52, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7177, loss_cls: 2.2645, loss: 2.2645, grad_norm: 6.8651 2020-08-15 20:08:30,825 - mmaction - INFO - Epoch [5][2120/2505] lr: 3.750e-03, eta: 2 days, 2:16:55, time: 0.806, data_time: 0.007, memory: 8343, top1_acc: 0.4677, top5_acc: 0.6974, loss_cls: 2.3804, loss: 2.3804, grad_norm: 6.9463 2020-08-15 20:08:44,838 - mmaction - INFO - Epoch [5][2140/2505] lr: 3.750e-03, eta: 2 days, 2:16:15, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.4750, top5_acc: 0.7161, loss_cls: 2.3297, loss: 2.3297, grad_norm: 6.8454 2020-08-15 20:08:59,798 - mmaction - INFO - Epoch [5][2160/2505] lr: 3.750e-03, eta: 2 days, 2:15:57, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.4693, top5_acc: 0.7010, loss_cls: 2.3513, loss: 2.3513, grad_norm: 6.9937 2020-08-15 20:09:14,089 - mmaction - INFO - Epoch [5][2180/2505] lr: 3.750e-03, eta: 2 days, 2:15:23, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7318, loss_cls: 2.2691, loss: 2.2691, grad_norm: 6.8359 2020-08-15 20:09:28,597 - mmaction - INFO - Epoch [5][2200/2505] lr: 3.750e-03, eta: 2 days, 2:14:56, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.4771, top5_acc: 0.7229, loss_cls: 2.2801, loss: 2.2801, grad_norm: 6.8334 2020-08-15 20:09:44,253 - mmaction - INFO - Epoch [5][2220/2505] lr: 3.750e-03, eta: 2 days, 2:14:49, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.4807, top5_acc: 0.7156, loss_cls: 2.2842, loss: 2.2842, grad_norm: 6.8319 2020-08-15 20:09:58,461 - mmaction - INFO - Epoch [5][2240/2505] lr: 3.750e-03, eta: 2 days, 2:14:16, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.4693, top5_acc: 0.7167, loss_cls: 2.3354, loss: 2.3354, grad_norm: 6.9059 2020-08-15 20:10:14,144 - mmaction - INFO - Epoch [5][2260/2505] lr: 3.750e-03, eta: 2 days, 2:14:10, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.4823, top5_acc: 0.7307, loss_cls: 2.2743, loss: 2.2743, grad_norm: 6.8949 2020-08-15 20:10:28,892 - mmaction - INFO - Epoch [5][2280/2505] lr: 3.750e-03, eta: 2 days, 2:13:47, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.4562, top5_acc: 0.7099, loss_cls: 2.3404, loss: 2.3404, grad_norm: 6.9702 2020-08-15 20:10:44,795 - mmaction - INFO - Epoch [5][2300/2505] lr: 3.750e-03, eta: 2 days, 2:13:45, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.2062, loss: 2.2062, grad_norm: 6.8514 2020-08-15 20:10:58,536 - mmaction - INFO - Epoch [5][2320/2505] lr: 3.750e-03, eta: 2 days, 2:13:02, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.3309, loss: 2.3309, grad_norm: 6.9578 2020-08-15 20:11:13,828 - mmaction - INFO - Epoch [5][2340/2505] lr: 3.750e-03, eta: 2 days, 2:12:48, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7161, loss_cls: 2.3188, loss: 2.3188, grad_norm: 7.0476 2020-08-15 20:11:29,141 - mmaction - INFO - Epoch [5][2360/2505] lr: 3.750e-03, eta: 2 days, 2:12:36, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.4687, top5_acc: 0.7167, loss_cls: 2.3208, loss: 2.3208, grad_norm: 7.0210 2020-08-15 20:11:43,063 - mmaction - INFO - Epoch [5][2380/2505] lr: 3.750e-03, eta: 2 days, 2:11:57, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.4703, top5_acc: 0.7307, loss_cls: 2.2695, loss: 2.2695, grad_norm: 6.9250 2020-08-15 20:11:57,430 - mmaction - INFO - Epoch [5][2400/2505] lr: 3.750e-03, eta: 2 days, 2:11:26, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.4667, top5_acc: 0.7208, loss_cls: 2.3139, loss: 2.3139, grad_norm: 6.7846 2020-08-15 20:12:11,817 - mmaction - INFO - Epoch [5][2420/2505] lr: 3.750e-03, eta: 2 days, 2:10:56, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7146, loss_cls: 2.2910, loss: 2.2910, grad_norm: 6.8493 2020-08-15 20:12:27,035 - mmaction - INFO - Epoch [5][2440/2505] lr: 3.750e-03, eta: 2 days, 2:10:41, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.4464, top5_acc: 0.6984, loss_cls: 2.4012, loss: 2.4012, grad_norm: 6.9093 2020-08-15 20:12:41,585 - mmaction - INFO - Epoch [5][2460/2505] lr: 3.750e-03, eta: 2 days, 2:10:14, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7167, loss_cls: 2.3121, loss: 2.3121, grad_norm: 6.9799 2020-08-15 20:12:56,104 - mmaction - INFO - Epoch [5][2480/2505] lr: 3.750e-03, eta: 2 days, 2:09:47, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7297, loss_cls: 2.2494, loss: 2.2494, grad_norm: 6.7393 2020-08-15 20:13:10,800 - mmaction - INFO - Epoch [5][2500/2505] lr: 3.750e-03, eta: 2 days, 2:09:22, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7182, loss_cls: 2.2940, loss: 2.2940, grad_norm: 6.7630 2020-08-15 20:13:14,568 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-08-15 20:13:37,392 - mmaction - INFO - Epoch [6][20/2505] lr: 3.750e-03, eta: 2 days, 2:10:06, time: 1.113, data_time: 0.503, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7302, loss_cls: 2.2410, loss: 2.2410, grad_norm: 6.6799 2020-08-15 20:13:50,376 - mmaction - INFO - Epoch [6][40/2505] lr: 3.750e-03, eta: 2 days, 2:09:10, time: 0.651, data_time: 0.005, memory: 8343, top1_acc: 0.4839, top5_acc: 0.7500, loss_cls: 2.2330, loss: 2.2330, grad_norm: 6.7433 2020-08-15 20:14:04,957 - mmaction - INFO - Epoch [6][60/2505] lr: 3.750e-03, eta: 2 days, 2:08:43, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7396, loss_cls: 2.1773, loss: 2.1773, grad_norm: 6.6759 2020-08-15 20:14:20,058 - mmaction - INFO - Epoch [6][80/2505] lr: 3.750e-03, eta: 2 days, 2:08:26, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.4646, top5_acc: 0.7271, loss_cls: 2.3028, loss: 2.3028, grad_norm: 6.9680 2020-08-15 20:14:35,069 - mmaction - INFO - Epoch [6][100/2505] lr: 3.750e-03, eta: 2 days, 2:08:08, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4708, top5_acc: 0.7125, loss_cls: 2.3187, loss: 2.3187, grad_norm: 6.9553 2020-08-15 20:14:49,455 - mmaction - INFO - Epoch [6][120/2505] lr: 3.750e-03, eta: 2 days, 2:07:37, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.4917, top5_acc: 0.7276, loss_cls: 2.2485, loss: 2.2485, grad_norm: 6.9583 2020-08-15 20:15:04,171 - mmaction - INFO - Epoch [6][140/2505] lr: 3.750e-03, eta: 2 days, 2:07:15, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.4870, top5_acc: 0.7359, loss_cls: 2.1904, loss: 2.1904, grad_norm: 6.9709 2020-08-15 20:15:19,399 - mmaction - INFO - Epoch [6][160/2505] lr: 3.750e-03, eta: 2 days, 2:07:01, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.3072, loss: 2.3072, grad_norm: 6.9439 2020-08-15 20:15:33,878 - mmaction - INFO - Epoch [6][180/2505] lr: 3.750e-03, eta: 2 days, 2:06:32, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.4641, top5_acc: 0.7177, loss_cls: 2.3268, loss: 2.3268, grad_norm: 6.8989 2020-08-15 20:15:48,563 - mmaction - INFO - Epoch [6][200/2505] lr: 3.750e-03, eta: 2 days, 2:06:08, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7302, loss_cls: 2.2339, loss: 2.2339, grad_norm: 6.8161 2020-08-15 20:16:03,192 - mmaction - INFO - Epoch [6][220/2505] lr: 3.750e-03, eta: 2 days, 2:05:42, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7193, loss_cls: 2.2995, loss: 2.2995, grad_norm: 6.8748 2020-08-15 20:16:18,904 - mmaction - INFO - Epoch [6][240/2505] lr: 3.750e-03, eta: 2 days, 2:05:37, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2459, loss: 2.2459, grad_norm: 6.8844 2020-08-15 20:16:33,998 - mmaction - INFO - Epoch [6][260/2505] lr: 3.750e-03, eta: 2 days, 2:05:21, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7370, loss_cls: 2.2028, loss: 2.2028, grad_norm: 6.9684 2020-08-15 20:16:49,195 - mmaction - INFO - Epoch [6][280/2505] lr: 3.750e-03, eta: 2 days, 2:05:06, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4917, top5_acc: 0.7417, loss_cls: 2.2481, loss: 2.2481, grad_norm: 6.9041 2020-08-15 20:17:04,130 - mmaction - INFO - Epoch [6][300/2505] lr: 3.750e-03, eta: 2 days, 2:04:46, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.4661, top5_acc: 0.7182, loss_cls: 2.2885, loss: 2.2885, grad_norm: 7.0044 2020-08-15 20:17:19,198 - mmaction - INFO - Epoch [6][320/2505] lr: 3.750e-03, eta: 2 days, 2:04:30, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7380, loss_cls: 2.2101, loss: 2.2101, grad_norm: 6.7057 2020-08-15 20:17:34,385 - mmaction - INFO - Epoch [6][340/2505] lr: 3.750e-03, eta: 2 days, 2:04:14, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.4786, top5_acc: 0.7349, loss_cls: 2.2629, loss: 2.2629, grad_norm: 7.0367 2020-08-15 20:17:49,173 - mmaction - INFO - Epoch [6][360/2505] lr: 3.750e-03, eta: 2 days, 2:03:53, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7297, loss_cls: 2.2469, loss: 2.2469, grad_norm: 6.8001 2020-08-15 20:18:04,821 - mmaction - INFO - Epoch [6][380/2505] lr: 3.750e-03, eta: 2 days, 2:03:45, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.4937, top5_acc: 0.7344, loss_cls: 2.1903, loss: 2.1903, grad_norm: 6.8785 2020-08-15 20:18:19,734 - mmaction - INFO - Epoch [6][400/2505] lr: 3.750e-03, eta: 2 days, 2:03:26, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7437, loss_cls: 2.1899, loss: 2.1899, grad_norm: 6.9160 2020-08-15 20:18:34,671 - mmaction - INFO - Epoch [6][420/2505] lr: 3.750e-03, eta: 2 days, 2:03:06, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.4677, top5_acc: 0.7250, loss_cls: 2.2864, loss: 2.2864, grad_norm: 7.0385 2020-08-15 20:18:49,315 - mmaction - INFO - Epoch [6][440/2505] lr: 3.750e-03, eta: 2 days, 2:02:42, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.4932, top5_acc: 0.7229, loss_cls: 2.2756, loss: 2.2756, grad_norm: 7.0111 2020-08-15 20:19:05,174 - mmaction - INFO - Epoch [6][460/2505] lr: 3.750e-03, eta: 2 days, 2:02:39, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.4740, top5_acc: 0.7391, loss_cls: 2.3005, loss: 2.3005, grad_norm: 7.2494 2020-08-15 20:19:19,376 - mmaction - INFO - Epoch [6][480/2505] lr: 3.750e-03, eta: 2 days, 2:02:07, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7339, loss_cls: 2.2181, loss: 2.2181, grad_norm: 6.7931 2020-08-15 20:19:34,702 - mmaction - INFO - Epoch [6][500/2505] lr: 3.750e-03, eta: 2 days, 2:01:54, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.4703, top5_acc: 0.7370, loss_cls: 2.2370, loss: 2.2370, grad_norm: 6.8003 2020-08-15 20:19:50,658 - mmaction - INFO - Epoch [6][520/2505] lr: 3.750e-03, eta: 2 days, 2:01:52, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7318, loss_cls: 2.2183, loss: 2.2183, grad_norm: 6.7315 2020-08-15 20:20:05,202 - mmaction - INFO - Epoch [6][540/2505] lr: 3.750e-03, eta: 2 days, 2:01:26, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.4823, top5_acc: 0.7437, loss_cls: 2.2079, loss: 2.2079, grad_norm: 6.8889 2020-08-15 20:20:20,716 - mmaction - INFO - Epoch [6][560/2505] lr: 3.750e-03, eta: 2 days, 2:01:18, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.4635, top5_acc: 0.7214, loss_cls: 2.2729, loss: 2.2729, grad_norm: 6.8779 2020-08-15 20:20:35,271 - mmaction - INFO - Epoch [6][580/2505] lr: 3.750e-03, eta: 2 days, 2:00:51, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7130, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.7901 2020-08-15 20:20:50,114 - mmaction - INFO - Epoch [6][600/2505] lr: 3.750e-03, eta: 2 days, 2:00:31, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7453, loss_cls: 2.1961, loss: 2.1961, grad_norm: 6.8765 2020-08-15 20:21:05,861 - mmaction - INFO - Epoch [6][620/2505] lr: 3.750e-03, eta: 2 days, 2:00:25, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7318, loss_cls: 2.2301, loss: 2.2301, grad_norm: 6.7900 2020-08-15 20:21:20,690 - mmaction - INFO - Epoch [6][640/2505] lr: 3.750e-03, eta: 2 days, 2:00:05, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.4792, top5_acc: 0.7193, loss_cls: 2.2458, loss: 2.2458, grad_norm: 6.9749 2020-08-15 20:21:36,260 - mmaction - INFO - Epoch [6][660/2505] lr: 3.750e-03, eta: 2 days, 1:59:56, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7349, loss_cls: 2.1890, loss: 2.1890, grad_norm: 6.6339 2020-08-15 20:21:51,143 - mmaction - INFO - Epoch [6][680/2505] lr: 3.750e-03, eta: 2 days, 1:59:36, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.4677, top5_acc: 0.7260, loss_cls: 2.2982, loss: 2.2982, grad_norm: 7.0709 2020-08-15 20:22:06,709 - mmaction - INFO - Epoch [6][700/2505] lr: 3.750e-03, eta: 2 days, 1:59:28, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7344, loss_cls: 2.2202, loss: 2.2202, grad_norm: 6.9935 2020-08-15 20:22:21,738 - mmaction - INFO - Epoch [6][720/2505] lr: 3.750e-03, eta: 2 days, 1:59:10, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4818, top5_acc: 0.7328, loss_cls: 2.2098, loss: 2.2098, grad_norm: 6.8226 2020-08-15 20:22:38,533 - mmaction - INFO - Epoch [6][740/2505] lr: 3.750e-03, eta: 2 days, 1:59:24, time: 0.840, data_time: 0.002, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7526, loss_cls: 2.1523, loss: 2.1523, grad_norm: 6.9205 2020-08-15 20:22:53,402 - mmaction - INFO - Epoch [6][760/2505] lr: 3.750e-03, eta: 2 days, 1:59:03, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7307, loss_cls: 2.2263, loss: 2.2263, grad_norm: 6.9594 2020-08-15 20:23:08,313 - mmaction - INFO - Epoch [6][780/2505] lr: 3.750e-03, eta: 2 days, 1:58:44, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.4687, top5_acc: 0.7141, loss_cls: 2.2972, loss: 2.2972, grad_norm: 6.9404 2020-08-15 20:23:23,784 - mmaction - INFO - Epoch [6][800/2505] lr: 3.750e-03, eta: 2 days, 1:58:34, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.4818, top5_acc: 0.7271, loss_cls: 2.2483, loss: 2.2483, grad_norm: 6.8414 2020-08-15 20:23:38,995 - mmaction - INFO - Epoch [6][820/2505] lr: 3.750e-03, eta: 2 days, 1:58:20, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7526, loss_cls: 2.1491, loss: 2.1491, grad_norm: 6.7114 2020-08-15 20:23:53,994 - mmaction - INFO - Epoch [6][840/2505] lr: 3.750e-03, eta: 2 days, 1:58:01, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7240, loss_cls: 2.2836, loss: 2.2836, grad_norm: 6.8433 2020-08-15 20:24:08,973 - mmaction - INFO - Epoch [6][860/2505] lr: 3.750e-03, eta: 2 days, 1:57:43, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4714, top5_acc: 0.7318, loss_cls: 2.2579, loss: 2.2579, grad_norm: 6.9339 2020-08-15 20:24:24,275 - mmaction - INFO - Epoch [6][880/2505] lr: 3.750e-03, eta: 2 days, 1:57:30, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.4802, top5_acc: 0.7396, loss_cls: 2.2511, loss: 2.2511, grad_norm: 7.0153 2020-08-15 20:24:39,712 - mmaction - INFO - Epoch [6][900/2505] lr: 3.750e-03, eta: 2 days, 1:57:19, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.4703, top5_acc: 0.7474, loss_cls: 2.2474, loss: 2.2474, grad_norm: 6.9036 2020-08-15 20:24:55,023 - mmaction - INFO - Epoch [6][920/2505] lr: 3.750e-03, eta: 2 days, 1:57:06, time: 0.764, data_time: 0.008, memory: 8343, top1_acc: 0.4687, top5_acc: 0.7109, loss_cls: 2.3568, loss: 2.3568, grad_norm: 7.0148 2020-08-15 20:25:09,917 - mmaction - INFO - Epoch [6][940/2505] lr: 3.750e-03, eta: 2 days, 1:56:47, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.4724, top5_acc: 0.7281, loss_cls: 2.3071, loss: 2.3071, grad_norm: 6.8825 2020-08-15 20:25:25,307 - mmaction - INFO - Epoch [6][960/2505] lr: 3.750e-03, eta: 2 days, 1:56:35, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.4849, top5_acc: 0.7115, loss_cls: 2.2607, loss: 2.2607, grad_norm: 6.9403 2020-08-15 20:25:40,701 - mmaction - INFO - Epoch [6][980/2505] lr: 3.750e-03, eta: 2 days, 1:56:24, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.4844, top5_acc: 0.7276, loss_cls: 2.2666, loss: 2.2666, grad_norm: 7.0359 2020-08-15 20:25:56,994 - mmaction - INFO - Epoch [6][1000/2505] lr: 3.750e-03, eta: 2 days, 1:56:27, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.4672, top5_acc: 0.7344, loss_cls: 2.2636, loss: 2.2636, grad_norm: 6.9135 2020-08-15 20:26:11,235 - mmaction - INFO - Epoch [6][1020/2505] lr: 3.750e-03, eta: 2 days, 1:55:57, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7271, loss_cls: 2.2609, loss: 2.2609, grad_norm: 6.8815 2020-08-15 20:26:26,156 - mmaction - INFO - Epoch [6][1040/2505] lr: 3.750e-03, eta: 2 days, 1:55:38, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.4802, top5_acc: 0.7323, loss_cls: 2.2196, loss: 2.2196, grad_norm: 6.8141 2020-08-15 20:26:41,887 - mmaction - INFO - Epoch [6][1060/2505] lr: 3.750e-03, eta: 2 days, 1:55:32, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.4729, top5_acc: 0.7292, loss_cls: 2.2669, loss: 2.2669, grad_norm: 6.9610 2020-08-15 20:26:57,511 - mmaction - INFO - Epoch [6][1080/2505] lr: 3.750e-03, eta: 2 days, 1:55:24, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.4823, top5_acc: 0.7229, loss_cls: 2.2824, loss: 2.2824, grad_norm: 7.0029 2020-08-15 20:27:12,112 - mmaction - INFO - Epoch [6][1100/2505] lr: 3.750e-03, eta: 2 days, 1:55:00, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.4818, top5_acc: 0.7365, loss_cls: 2.2266, loss: 2.2266, grad_norm: 6.7861 2020-08-15 20:27:27,467 - mmaction - INFO - Epoch [6][1120/2505] lr: 3.750e-03, eta: 2 days, 1:54:46, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7396, loss_cls: 2.2030, loss: 2.2030, grad_norm: 6.7269 2020-08-15 20:27:43,007 - mmaction - INFO - Epoch [6][1140/2505] lr: 3.750e-03, eta: 2 days, 1:54:38, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.4865, top5_acc: 0.7240, loss_cls: 2.2661, loss: 2.2661, grad_norm: 6.8429 2020-08-15 20:27:58,732 - mmaction - INFO - Epoch [6][1160/2505] lr: 3.750e-03, eta: 2 days, 1:54:33, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.4995, top5_acc: 0.7432, loss_cls: 2.1796, loss: 2.1796, grad_norm: 6.8665 2020-08-15 20:28:13,608 - mmaction - INFO - Epoch [6][1180/2505] lr: 3.750e-03, eta: 2 days, 1:54:13, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.4641, top5_acc: 0.7177, loss_cls: 2.3143, loss: 2.3143, grad_norm: 7.0285 2020-08-15 20:28:28,730 - mmaction - INFO - Epoch [6][1200/2505] lr: 3.750e-03, eta: 2 days, 1:53:56, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7245, loss_cls: 2.2185, loss: 2.2185, grad_norm: 6.9639 2020-08-15 20:28:44,933 - mmaction - INFO - Epoch [6][1220/2505] lr: 3.750e-03, eta: 2 days, 1:53:59, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.5042, top5_acc: 0.7333, loss_cls: 2.1953, loss: 2.1953, grad_norm: 6.9292 2020-08-15 20:28:59,607 - mmaction - INFO - Epoch [6][1240/2505] lr: 3.750e-03, eta: 2 days, 1:53:35, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.4724, top5_acc: 0.7208, loss_cls: 2.2620, loss: 2.2620, grad_norm: 6.9024 2020-08-15 20:29:14,770 - mmaction - INFO - Epoch [6][1260/2505] lr: 3.750e-03, eta: 2 days, 1:53:20, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2146, loss: 2.2146, grad_norm: 6.9608 2020-08-15 20:29:30,177 - mmaction - INFO - Epoch [6][1280/2505] lr: 3.750e-03, eta: 2 days, 1:53:08, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7510, loss_cls: 2.1714, loss: 2.1714, grad_norm: 6.8803 2020-08-15 20:29:45,411 - mmaction - INFO - Epoch [6][1300/2505] lr: 3.750e-03, eta: 2 days, 1:52:54, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4911, top5_acc: 0.7526, loss_cls: 2.1513, loss: 2.1513, grad_norm: 6.8847 2020-08-15 20:30:01,132 - mmaction - INFO - Epoch [6][1320/2505] lr: 3.750e-03, eta: 2 days, 1:52:48, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.4823, top5_acc: 0.7276, loss_cls: 2.2319, loss: 2.2319, grad_norm: 6.7869 2020-08-15 20:30:15,944 - mmaction - INFO - Epoch [6][1340/2505] lr: 3.750e-03, eta: 2 days, 1:52:28, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.4849, top5_acc: 0.7391, loss_cls: 2.2023, loss: 2.2023, grad_norm: 6.8770 2020-08-15 20:30:31,545 - mmaction - INFO - Epoch [6][1360/2505] lr: 3.750e-03, eta: 2 days, 1:52:19, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2171, loss: 2.2171, grad_norm: 7.0629 2020-08-15 20:30:47,496 - mmaction - INFO - Epoch [6][1380/2505] lr: 3.750e-03, eta: 2 days, 1:52:18, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7292, loss_cls: 2.2690, loss: 2.2690, grad_norm: 6.9392 2020-08-15 20:31:02,462 - mmaction - INFO - Epoch [6][1400/2505] lr: 3.750e-03, eta: 2 days, 1:51:58, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7417, loss_cls: 2.1912, loss: 2.1912, grad_norm: 6.9582 2020-08-15 20:31:17,660 - mmaction - INFO - Epoch [6][1420/2505] lr: 3.750e-03, eta: 2 days, 1:51:44, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.4937, top5_acc: 0.7339, loss_cls: 2.2255, loss: 2.2255, grad_norm: 6.9863 2020-08-15 20:31:33,473 - mmaction - INFO - Epoch [6][1440/2505] lr: 3.750e-03, eta: 2 days, 1:51:39, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.4865, top5_acc: 0.7333, loss_cls: 2.2234, loss: 2.2234, grad_norm: 7.0128 2020-08-15 20:31:48,293 - mmaction - INFO - Epoch [6][1460/2505] lr: 3.750e-03, eta: 2 days, 1:51:18, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7292, loss_cls: 2.2907, loss: 2.2907, grad_norm: 7.0806 2020-08-15 20:32:03,524 - mmaction - INFO - Epoch [6][1480/2505] lr: 3.750e-03, eta: 2 days, 1:51:04, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2545, loss: 2.2545, grad_norm: 6.9827 2020-08-15 20:32:19,082 - mmaction - INFO - Epoch [6][1500/2505] lr: 3.750e-03, eta: 2 days, 1:50:55, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.4938, top5_acc: 0.7437, loss_cls: 2.1723, loss: 2.1723, grad_norm: 6.9796 2020-08-15 20:32:34,944 - mmaction - INFO - Epoch [6][1520/2505] lr: 3.750e-03, eta: 2 days, 1:50:52, time: 0.793, data_time: 0.003, memory: 8343, top1_acc: 0.4943, top5_acc: 0.7469, loss_cls: 2.1729, loss: 2.1729, grad_norm: 7.0406 2020-08-15 20:32:49,949 - mmaction - INFO - Epoch [6][1540/2505] lr: 3.750e-03, eta: 2 days, 1:50:34, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2299, loss: 2.2299, grad_norm: 6.9329 2020-08-15 20:33:05,118 - mmaction - INFO - Epoch [6][1560/2505] lr: 3.750e-03, eta: 2 days, 1:50:18, time: 0.759, data_time: 0.003, memory: 8343, top1_acc: 0.4693, top5_acc: 0.7068, loss_cls: 2.3057, loss: 2.3057, grad_norm: 7.2569 2020-08-15 20:33:21,852 - mmaction - INFO - Epoch [6][1580/2505] lr: 3.750e-03, eta: 2 days, 1:50:29, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.4615, top5_acc: 0.7187, loss_cls: 2.3020, loss: 2.3020, grad_norm: 7.1861 2020-08-15 20:33:36,754 - mmaction - INFO - Epoch [6][1600/2505] lr: 3.750e-03, eta: 2 days, 1:50:09, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7167, loss_cls: 2.2773, loss: 2.2773, grad_norm: 6.9803 2020-08-15 20:33:52,295 - mmaction - INFO - Epoch [6][1620/2505] lr: 3.750e-03, eta: 2 days, 1:49:59, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.4839, top5_acc: 0.7260, loss_cls: 2.2537, loss: 2.2537, grad_norm: 6.8355 2020-08-15 20:34:09,153 - mmaction - INFO - Epoch [6][1640/2505] lr: 3.750e-03, eta: 2 days, 1:50:13, time: 0.845, data_time: 0.007, memory: 8343, top1_acc: 0.4807, top5_acc: 0.7219, loss_cls: 2.2504, loss: 2.2504, grad_norm: 6.9665 2020-08-15 20:34:24,148 - mmaction - INFO - Epoch [6][1660/2505] lr: 3.750e-03, eta: 2 days, 1:49:54, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2421, loss: 2.2421, grad_norm: 6.9587 2020-08-15 20:34:39,015 - mmaction - INFO - Epoch [6][1680/2505] lr: 3.750e-03, eta: 2 days, 1:49:34, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2653, loss: 2.2653, grad_norm: 7.1070 2020-08-15 20:34:54,837 - mmaction - INFO - Epoch [6][1700/2505] lr: 3.750e-03, eta: 2 days, 1:49:29, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7208, loss_cls: 2.2873, loss: 2.2873, grad_norm: 7.1316 2020-08-15 20:35:10,577 - mmaction - INFO - Epoch [6][1720/2505] lr: 3.750e-03, eta: 2 days, 1:49:24, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7375, loss_cls: 2.2222, loss: 2.2222, grad_norm: 6.9505 2020-08-15 20:35:26,504 - mmaction - INFO - Epoch [6][1740/2505] lr: 3.750e-03, eta: 2 days, 1:49:20, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.4646, top5_acc: 0.7344, loss_cls: 2.2546, loss: 2.2546, grad_norm: 7.0027 2020-08-15 20:35:41,313 - mmaction - INFO - Epoch [6][1760/2505] lr: 3.750e-03, eta: 2 days, 1:49:00, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.4583, top5_acc: 0.7307, loss_cls: 2.2963, loss: 2.2963, grad_norm: 6.9538 2020-08-15 20:35:56,981 - mmaction - INFO - Epoch [6][1780/2505] lr: 3.750e-03, eta: 2 days, 1:48:51, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.4828, top5_acc: 0.7365, loss_cls: 2.2287, loss: 2.2287, grad_norm: 6.9310 2020-08-15 20:36:12,477 - mmaction - INFO - Epoch [6][1800/2505] lr: 3.750e-03, eta: 2 days, 1:48:42, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.4813, top5_acc: 0.7276, loss_cls: 2.2244, loss: 2.2244, grad_norm: 7.0266 2020-08-15 20:36:28,136 - mmaction - INFO - Epoch [6][1820/2505] lr: 3.750e-03, eta: 2 days, 1:48:34, time: 0.780, data_time: 0.008, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7380, loss_cls: 2.1743, loss: 2.1743, grad_norm: 6.9245 2020-08-15 20:36:44,128 - mmaction - INFO - Epoch [6][1840/2505] lr: 3.750e-03, eta: 2 days, 1:48:33, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2716, loss: 2.2716, grad_norm: 7.0006 2020-08-15 20:36:59,374 - mmaction - INFO - Epoch [6][1860/2505] lr: 3.750e-03, eta: 2 days, 1:48:18, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7339, loss_cls: 2.2992, loss: 2.2992, grad_norm: 7.1317 2020-08-15 20:37:14,945 - mmaction - INFO - Epoch [6][1880/2505] lr: 3.750e-03, eta: 2 days, 1:48:10, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.4734, top5_acc: 0.7271, loss_cls: 2.2325, loss: 2.2325, grad_norm: 6.8955 2020-08-15 20:37:31,795 - mmaction - INFO - Epoch [6][1900/2505] lr: 3.750e-03, eta: 2 days, 1:48:21, time: 0.839, data_time: 0.005, memory: 8343, top1_acc: 0.4812, top5_acc: 0.7307, loss_cls: 2.2565, loss: 2.2565, grad_norm: 6.9047 2020-08-15 20:37:46,617 - mmaction - INFO - Epoch [6][1920/2505] lr: 3.750e-03, eta: 2 days, 1:48:01, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.4802, top5_acc: 0.7292, loss_cls: 2.2560, loss: 2.2560, grad_norm: 7.0791 2020-08-15 20:38:01,612 - mmaction - INFO - Epoch [6][1940/2505] lr: 3.750e-03, eta: 2 days, 1:47:42, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.4802, top5_acc: 0.7302, loss_cls: 2.2617, loss: 2.2617, grad_norm: 7.0991 2020-08-15 20:38:16,943 - mmaction - INFO - Epoch [6][1960/2505] lr: 3.750e-03, eta: 2 days, 1:47:28, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7396, loss_cls: 2.2515, loss: 2.2515, grad_norm: 7.0571 2020-08-15 20:38:32,556 - mmaction - INFO - Epoch [6][1980/2505] lr: 3.750e-03, eta: 2 days, 1:47:20, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7229, loss_cls: 2.2460, loss: 2.2460, grad_norm: 6.9794 2020-08-15 20:38:48,871 - mmaction - INFO - Epoch [6][2000/2505] lr: 3.750e-03, eta: 2 days, 1:47:23, time: 0.814, data_time: 0.007, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7182, loss_cls: 2.3322, loss: 2.3322, grad_norm: 7.2039 2020-08-15 20:39:03,438 - mmaction - INFO - Epoch [6][2020/2505] lr: 3.750e-03, eta: 2 days, 1:46:59, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.4562, top5_acc: 0.7115, loss_cls: 2.3947, loss: 2.3947, grad_norm: 7.1182 2020-08-15 20:39:19,507 - mmaction - INFO - Epoch [6][2040/2505] lr: 3.750e-03, eta: 2 days, 1:46:57, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.4911, top5_acc: 0.7286, loss_cls: 2.2763, loss: 2.2763, grad_norm: 6.9601 2020-08-15 20:39:34,995 - mmaction - INFO - Epoch [6][2060/2505] lr: 3.750e-03, eta: 2 days, 1:46:47, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7339, loss_cls: 2.2313, loss: 2.2313, grad_norm: 6.9578 2020-08-15 20:39:50,789 - mmaction - INFO - Epoch [6][2080/2505] lr: 3.750e-03, eta: 2 days, 1:46:42, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7297, loss_cls: 2.2723, loss: 2.2723, grad_norm: 7.0511 2020-08-15 20:40:06,236 - mmaction - INFO - Epoch [6][2100/2505] lr: 3.750e-03, eta: 2 days, 1:46:30, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.4818, top5_acc: 0.7479, loss_cls: 2.1696, loss: 2.1696, grad_norm: 6.8885 2020-08-15 20:40:22,214 - mmaction - INFO - Epoch [6][2120/2505] lr: 3.750e-03, eta: 2 days, 1:46:28, time: 0.800, data_time: 0.003, memory: 8343, top1_acc: 0.4849, top5_acc: 0.7271, loss_cls: 2.2415, loss: 2.2415, grad_norm: 6.8540 2020-08-15 20:40:37,749 - mmaction - INFO - Epoch [6][2140/2505] lr: 3.750e-03, eta: 2 days, 1:46:18, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2904, loss: 2.2904, grad_norm: 7.0156 2020-08-15 20:40:52,967 - mmaction - INFO - Epoch [6][2160/2505] lr: 3.750e-03, eta: 2 days, 1:46:04, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7203, loss_cls: 2.2756, loss: 2.2756, grad_norm: 7.1226 2020-08-15 20:41:08,544 - mmaction - INFO - Epoch [6][2180/2505] lr: 3.750e-03, eta: 2 days, 1:45:54, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7349, loss_cls: 2.1784, loss: 2.1784, grad_norm: 7.0659 2020-08-15 20:41:24,233 - mmaction - INFO - Epoch [6][2200/2505] lr: 3.750e-03, eta: 2 days, 1:45:47, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2198, loss: 2.2198, grad_norm: 6.8429 2020-08-15 20:41:40,906 - mmaction - INFO - Epoch [6][2220/2505] lr: 3.750e-03, eta: 2 days, 1:45:55, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.4661, top5_acc: 0.7276, loss_cls: 2.2994, loss: 2.2994, grad_norm: 6.9239 2020-08-15 20:41:56,408 - mmaction - INFO - Epoch [6][2240/2505] lr: 3.750e-03, eta: 2 days, 1:45:45, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7292, loss_cls: 2.1990, loss: 2.1990, grad_norm: 6.7866 2020-08-15 20:42:12,035 - mmaction - INFO - Epoch [6][2260/2505] lr: 3.750e-03, eta: 2 days, 1:45:36, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7182, loss_cls: 2.2784, loss: 2.2784, grad_norm: 6.8149 2020-08-15 20:42:27,776 - mmaction - INFO - Epoch [6][2280/2505] lr: 3.750e-03, eta: 2 days, 1:45:30, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7339, loss_cls: 2.1878, loss: 2.1878, grad_norm: 6.7933 2020-08-15 20:42:43,428 - mmaction - INFO - Epoch [6][2300/2505] lr: 3.750e-03, eta: 2 days, 1:45:21, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.4849, top5_acc: 0.7479, loss_cls: 2.1585, loss: 2.1585, grad_norm: 6.8166 2020-08-15 20:42:58,753 - mmaction - INFO - Epoch [6][2320/2505] lr: 3.750e-03, eta: 2 days, 1:45:09, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2871, loss: 2.2871, grad_norm: 7.0240 2020-08-15 20:43:14,792 - mmaction - INFO - Epoch [6][2340/2505] lr: 3.750e-03, eta: 2 days, 1:45:07, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7365, loss_cls: 2.1995, loss: 2.1995, grad_norm: 6.7575 2020-08-15 20:43:29,826 - mmaction - INFO - Epoch [6][2360/2505] lr: 3.750e-03, eta: 2 days, 1:44:49, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4797, top5_acc: 0.7411, loss_cls: 2.2412, loss: 2.2412, grad_norm: 6.9371 2020-08-15 20:43:45,973 - mmaction - INFO - Epoch [6][2380/2505] lr: 3.750e-03, eta: 2 days, 1:44:49, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.4865, top5_acc: 0.7240, loss_cls: 2.2830, loss: 2.2830, grad_norm: 7.0500 2020-08-15 20:44:01,017 - mmaction - INFO - Epoch [6][2400/2505] lr: 3.750e-03, eta: 2 days, 1:44:31, time: 0.752, data_time: 0.003, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2918, loss: 2.2918, grad_norm: 7.0382 2020-08-15 20:44:16,503 - mmaction - INFO - Epoch [6][2420/2505] lr: 3.750e-03, eta: 2 days, 1:44:20, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7396, loss_cls: 2.1622, loss: 2.1622, grad_norm: 6.8561 2020-08-15 20:44:33,328 - mmaction - INFO - Epoch [6][2440/2505] lr: 3.750e-03, eta: 2 days, 1:44:30, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7208, loss_cls: 2.2410, loss: 2.2410, grad_norm: 6.9806 2020-08-15 20:44:48,681 - mmaction - INFO - Epoch [6][2460/2505] lr: 3.750e-03, eta: 2 days, 1:44:17, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.4786, top5_acc: 0.7328, loss_cls: 2.2539, loss: 2.2539, grad_norm: 7.0014 2020-08-15 20:45:03,482 - mmaction - INFO - Epoch [6][2480/2505] lr: 3.750e-03, eta: 2 days, 1:43:56, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.4495, top5_acc: 0.7042, loss_cls: 2.3625, loss: 2.3625, grad_norm: 7.1297 2020-08-15 20:45:19,525 - mmaction - INFO - Epoch [6][2500/2505] lr: 3.750e-03, eta: 2 days, 1:43:54, time: 0.802, data_time: 0.002, memory: 8343, top1_acc: 0.4771, top5_acc: 0.7464, loss_cls: 2.2155, loss: 2.2155, grad_norm: 7.0625 2020-08-15 20:45:23,252 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-08-15 20:45:44,160 - mmaction - INFO - Epoch [7][20/2505] lr: 3.750e-03, eta: 2 days, 1:43:59, time: 1.025, data_time: 0.401, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7349, loss_cls: 2.2425, loss: 2.2425, grad_norm: 7.0078 2020-08-15 20:45:58,898 - mmaction - INFO - Epoch [7][40/2505] lr: 3.750e-03, eta: 2 days, 1:43:37, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7214, loss_cls: 2.2132, loss: 2.2132, grad_norm: 6.9036 2020-08-15 20:46:13,796 - mmaction - INFO - Epoch [7][60/2505] lr: 3.750e-03, eta: 2 days, 1:43:16, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.4786, top5_acc: 0.7359, loss_cls: 2.2326, loss: 2.2326, grad_norm: 7.2080 2020-08-15 20:46:29,383 - mmaction - INFO - Epoch [7][80/2505] lr: 3.750e-03, eta: 2 days, 1:43:07, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7339, loss_cls: 2.1530, loss: 2.1530, grad_norm: 6.7591 2020-08-15 20:46:45,201 - mmaction - INFO - Epoch [7][100/2505] lr: 3.750e-03, eta: 2 days, 1:43:01, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7448, loss_cls: 2.1844, loss: 2.1844, grad_norm: 6.7548 2020-08-15 20:47:01,471 - mmaction - INFO - Epoch [7][120/2505] lr: 3.750e-03, eta: 2 days, 1:43:03, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2252, loss: 2.2252, grad_norm: 6.8941 2020-08-15 20:47:16,793 - mmaction - INFO - Epoch [7][140/2505] lr: 3.750e-03, eta: 2 days, 1:42:49, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.4937, top5_acc: 0.7604, loss_cls: 2.1201, loss: 2.1201, grad_norm: 6.8733 2020-08-15 20:47:32,904 - mmaction - INFO - Epoch [7][160/2505] lr: 3.750e-03, eta: 2 days, 1:42:48, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.4651, top5_acc: 0.7125, loss_cls: 2.3097, loss: 2.3097, grad_norm: 7.0740 2020-08-15 20:47:48,301 - mmaction - INFO - Epoch [7][180/2505] lr: 3.750e-03, eta: 2 days, 1:42:35, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7370, loss_cls: 2.1629, loss: 2.1629, grad_norm: 6.7841 2020-08-15 20:48:04,633 - mmaction - INFO - Epoch [7][200/2505] lr: 3.750e-03, eta: 2 days, 1:42:38, time: 0.820, data_time: 0.007, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2199, loss: 2.2199, grad_norm: 6.9371 2020-08-15 20:48:20,930 - mmaction - INFO - Epoch [7][220/2505] lr: 3.750e-03, eta: 2 days, 1:42:39, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7260, loss_cls: 2.2341, loss: 2.2341, grad_norm: 6.9034 2020-08-15 20:48:36,354 - mmaction - INFO - Epoch [7][240/2505] lr: 3.750e-03, eta: 2 days, 1:42:28, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.1128, loss: 2.1128, grad_norm: 6.8587 2020-08-15 20:48:51,565 - mmaction - INFO - Epoch [7][260/2505] lr: 3.750e-03, eta: 2 days, 1:42:12, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7318, loss_cls: 2.2516, loss: 2.2516, grad_norm: 7.0536 2020-08-15 20:49:08,060 - mmaction - INFO - Epoch [7][280/2505] lr: 3.750e-03, eta: 2 days, 1:42:17, time: 0.825, data_time: 0.004, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7250, loss_cls: 2.2021, loss: 2.2021, grad_norm: 6.8436 2020-08-15 20:49:23,801 - mmaction - INFO - Epoch [7][300/2505] lr: 3.750e-03, eta: 2 days, 1:42:09, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7490, loss_cls: 2.1778, loss: 2.1778, grad_norm: 6.9644 2020-08-15 20:49:39,792 - mmaction - INFO - Epoch [7][320/2505] lr: 3.750e-03, eta: 2 days, 1:42:06, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1616, loss: 2.1616, grad_norm: 6.8372 2020-08-15 20:49:56,224 - mmaction - INFO - Epoch [7][340/2505] lr: 3.750e-03, eta: 2 days, 1:42:08, time: 0.820, data_time: 0.006, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7365, loss_cls: 2.1831, loss: 2.1831, grad_norm: 6.8337 2020-08-15 20:50:12,630 - mmaction - INFO - Epoch [7][360/2505] lr: 3.750e-03, eta: 2 days, 1:42:12, time: 0.824, data_time: 0.007, memory: 8343, top1_acc: 0.4943, top5_acc: 0.7417, loss_cls: 2.1700, loss: 2.1700, grad_norm: 6.8387 2020-08-15 20:50:28,260 - mmaction - INFO - Epoch [7][380/2505] lr: 3.750e-03, eta: 2 days, 1:42:03, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7354, loss_cls: 2.1357, loss: 2.1357, grad_norm: 6.7349 2020-08-15 20:50:44,691 - mmaction - INFO - Epoch [7][400/2505] lr: 3.750e-03, eta: 2 days, 1:42:07, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.4979, top5_acc: 0.7437, loss_cls: 2.1496, loss: 2.1496, grad_norm: 6.8773 2020-08-15 20:50:59,583 - mmaction - INFO - Epoch [7][420/2505] lr: 3.750e-03, eta: 2 days, 1:41:46, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7365, loss_cls: 2.1969, loss: 2.1969, grad_norm: 6.8261 2020-08-15 20:51:15,195 - mmaction - INFO - Epoch [7][440/2505] lr: 3.750e-03, eta: 2 days, 1:41:37, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.5073, top5_acc: 0.7469, loss_cls: 2.1403, loss: 2.1403, grad_norm: 6.8395 2020-08-15 20:51:30,799 - mmaction - INFO - Epoch [7][460/2505] lr: 3.750e-03, eta: 2 days, 1:41:28, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7359, loss_cls: 2.1825, loss: 2.1825, grad_norm: 7.0474 2020-08-15 20:51:46,506 - mmaction - INFO - Epoch [7][480/2505] lr: 3.750e-03, eta: 2 days, 1:41:19, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7396, loss_cls: 2.1733, loss: 2.1733, grad_norm: 7.0228 2020-08-15 20:52:02,485 - mmaction - INFO - Epoch [7][500/2505] lr: 3.750e-03, eta: 2 days, 1:41:16, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.1810, loss: 2.1810, grad_norm: 6.9485 2020-08-15 20:52:18,084 - mmaction - INFO - Epoch [7][520/2505] lr: 3.750e-03, eta: 2 days, 1:41:06, time: 0.780, data_time: 0.003, memory: 8343, top1_acc: 0.5057, top5_acc: 0.7469, loss_cls: 2.1510, loss: 2.1510, grad_norm: 6.9812 2020-08-15 20:52:34,202 - mmaction - INFO - Epoch [7][540/2505] lr: 3.750e-03, eta: 2 days, 1:41:04, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.4776, top5_acc: 0.7359, loss_cls: 2.2250, loss: 2.2250, grad_norm: 7.1021 2020-08-15 20:52:51,005 - mmaction - INFO - Epoch [7][560/2505] lr: 3.750e-03, eta: 2 days, 1:41:13, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7401, loss_cls: 2.1719, loss: 2.1719, grad_norm: 7.1415 2020-08-15 20:53:06,188 - mmaction - INFO - Epoch [7][580/2505] lr: 3.750e-03, eta: 2 days, 1:40:57, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7333, loss_cls: 2.2575, loss: 2.2575, grad_norm: 7.1701 2020-08-15 20:53:22,867 - mmaction - INFO - Epoch [7][600/2505] lr: 3.750e-03, eta: 2 days, 1:41:03, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7453, loss_cls: 2.1500, loss: 2.1500, grad_norm: 6.8796 2020-08-15 20:53:38,896 - mmaction - INFO - Epoch [7][620/2505] lr: 3.750e-03, eta: 2 days, 1:41:00, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7484, loss_cls: 2.1552, loss: 2.1552, grad_norm: 6.9324 2020-08-15 20:53:54,036 - mmaction - INFO - Epoch [7][640/2505] lr: 3.750e-03, eta: 2 days, 1:40:44, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5042, top5_acc: 0.7547, loss_cls: 2.0765, loss: 2.0765, grad_norm: 6.8501 2020-08-15 20:54:10,568 - mmaction - INFO - Epoch [7][660/2505] lr: 3.750e-03, eta: 2 days, 1:40:47, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7385, loss_cls: 2.1610, loss: 2.1610, grad_norm: 6.9296 2020-08-15 20:54:25,344 - mmaction - INFO - Epoch [7][680/2505] lr: 3.750e-03, eta: 2 days, 1:40:26, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.4823, top5_acc: 0.7302, loss_cls: 2.2403, loss: 2.2403, grad_norm: 6.9413 2020-08-15 20:54:40,864 - mmaction - INFO - Epoch [7][700/2505] lr: 3.750e-03, eta: 2 days, 1:40:14, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7359, loss_cls: 2.2007, loss: 2.2007, grad_norm: 6.8776 2020-08-15 20:54:56,437 - mmaction - INFO - Epoch [7][720/2505] lr: 3.750e-03, eta: 2 days, 1:40:05, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7479, loss_cls: 2.1644, loss: 2.1644, grad_norm: 7.0256 2020-08-15 20:55:12,236 - mmaction - INFO - Epoch [7][740/2505] lr: 3.750e-03, eta: 2 days, 1:39:57, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.4870, top5_acc: 0.7323, loss_cls: 2.2372, loss: 2.2372, grad_norm: 7.0955 2020-08-15 20:55:28,045 - mmaction - INFO - Epoch [7][760/2505] lr: 3.750e-03, eta: 2 days, 1:39:51, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.4943, top5_acc: 0.7474, loss_cls: 2.1506, loss: 2.1506, grad_norm: 6.8783 2020-08-15 20:55:43,353 - mmaction - INFO - Epoch [7][780/2505] lr: 3.750e-03, eta: 2 days, 1:39:37, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7302, loss_cls: 2.1887, loss: 2.1887, grad_norm: 6.9537 2020-08-15 20:55:59,033 - mmaction - INFO - Epoch [7][800/2505] lr: 3.750e-03, eta: 2 days, 1:39:28, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.4932, top5_acc: 0.7479, loss_cls: 2.1534, loss: 2.1534, grad_norm: 7.1034 2020-08-15 20:56:14,867 - mmaction - INFO - Epoch [7][820/2505] lr: 3.750e-03, eta: 2 days, 1:39:22, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7323, loss_cls: 2.2028, loss: 2.2028, grad_norm: 6.9414 2020-08-15 20:56:30,869 - mmaction - INFO - Epoch [7][840/2505] lr: 3.750e-03, eta: 2 days, 1:39:18, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2478, loss: 2.2478, grad_norm: 7.1443 2020-08-15 20:56:47,900 - mmaction - INFO - Epoch [7][860/2505] lr: 3.750e-03, eta: 2 days, 1:39:29, time: 0.851, data_time: 0.007, memory: 8343, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1663, loss: 2.1663, grad_norm: 6.9396 2020-08-15 20:57:03,646 - mmaction - INFO - Epoch [7][880/2505] lr: 3.750e-03, eta: 2 days, 1:39:22, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.4948, top5_acc: 0.7328, loss_cls: 2.2143, loss: 2.2143, grad_norm: 6.8807 2020-08-15 20:57:18,494 - mmaction - INFO - Epoch [7][900/2505] lr: 3.750e-03, eta: 2 days, 1:39:00, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4745, top5_acc: 0.7417, loss_cls: 2.2655, loss: 2.2655, grad_norm: 7.0156 2020-08-15 20:57:34,239 - mmaction - INFO - Epoch [7][920/2505] lr: 3.750e-03, eta: 2 days, 1:38:53, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5057, top5_acc: 0.7469, loss_cls: 2.1890, loss: 2.1890, grad_norm: 7.0514 2020-08-15 20:57:49,845 - mmaction - INFO - Epoch [7][940/2505] lr: 3.750e-03, eta: 2 days, 1:38:42, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7464, loss_cls: 2.1888, loss: 2.1888, grad_norm: 6.9286 2020-08-15 20:58:06,192 - mmaction - INFO - Epoch [7][960/2505] lr: 3.750e-03, eta: 2 days, 1:38:44, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.4661, top5_acc: 0.7354, loss_cls: 2.2404, loss: 2.2404, grad_norm: 7.1151 2020-08-15 20:58:22,208 - mmaction - INFO - Epoch [7][980/2505] lr: 3.750e-03, eta: 2 days, 1:38:39, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7432, loss_cls: 2.1948, loss: 2.1948, grad_norm: 6.9730 2020-08-15 20:58:37,211 - mmaction - INFO - Epoch [7][1000/2505] lr: 3.750e-03, eta: 2 days, 1:38:21, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4974, top5_acc: 0.7443, loss_cls: 2.1645, loss: 2.1645, grad_norm: 7.1017 2020-08-15 20:58:53,102 - mmaction - INFO - Epoch [7][1020/2505] lr: 3.750e-03, eta: 2 days, 1:38:14, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2531, loss: 2.2531, grad_norm: 6.9752 2020-08-15 20:59:09,521 - mmaction - INFO - Epoch [7][1040/2505] lr: 3.750e-03, eta: 2 days, 1:38:17, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.4724, top5_acc: 0.7214, loss_cls: 2.2804, loss: 2.2804, grad_norm: 7.1119 2020-08-15 20:59:26,607 - mmaction - INFO - Epoch [7][1060/2505] lr: 3.750e-03, eta: 2 days, 1:38:28, time: 0.852, data_time: 0.007, memory: 8343, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2022, loss: 2.2022, grad_norm: 6.9386 2020-08-15 20:59:40,972 - mmaction - INFO - Epoch [7][1080/2505] lr: 3.750e-03, eta: 2 days, 1:38:01, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7458, loss_cls: 2.1615, loss: 2.1615, grad_norm: 6.9761 2020-08-15 20:59:56,088 - mmaction - INFO - Epoch [7][1100/2505] lr: 3.750e-03, eta: 2 days, 1:37:43, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7422, loss_cls: 2.2149, loss: 2.2149, grad_norm: 7.0960 2020-08-15 21:00:12,912 - mmaction - INFO - Epoch [7][1120/2505] lr: 3.750e-03, eta: 2 days, 1:37:50, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7417, loss_cls: 2.2126, loss: 2.2126, grad_norm: 7.2329 2020-08-15 21:00:28,380 - mmaction - INFO - Epoch [7][1140/2505] lr: 3.750e-03, eta: 2 days, 1:37:38, time: 0.776, data_time: 0.014, memory: 8343, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3135, loss: 2.3135, grad_norm: 7.1542 2020-08-15 21:00:43,484 - mmaction - INFO - Epoch [7][1160/2505] lr: 3.750e-03, eta: 2 days, 1:37:22, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7469, loss_cls: 2.1340, loss: 2.1340, grad_norm: 6.9003 2020-08-15 21:00:59,451 - mmaction - INFO - Epoch [7][1180/2505] lr: 3.750e-03, eta: 2 days, 1:37:17, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.4755, top5_acc: 0.7349, loss_cls: 2.2334, loss: 2.2334, grad_norm: 7.2189 2020-08-15 21:01:15,723 - mmaction - INFO - Epoch [7][1200/2505] lr: 3.750e-03, eta: 2 days, 1:37:17, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7411, loss_cls: 2.1857, loss: 2.1857, grad_norm: 6.9816 2020-08-15 21:01:30,299 - mmaction - INFO - Epoch [7][1220/2505] lr: 3.750e-03, eta: 2 days, 1:36:51, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7432, loss_cls: 2.1492, loss: 2.1492, grad_norm: 6.8413 2020-08-15 21:01:45,589 - mmaction - INFO - Epoch [7][1240/2505] lr: 3.750e-03, eta: 2 days, 1:36:37, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7542, loss_cls: 2.0954, loss: 2.0954, grad_norm: 6.7124 2020-08-15 21:02:01,603 - mmaction - INFO - Epoch [7][1260/2505] lr: 3.750e-03, eta: 2 days, 1:36:32, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.4979, top5_acc: 0.7422, loss_cls: 2.1847, loss: 2.1847, grad_norm: 7.0252 2020-08-15 21:02:16,763 - mmaction - INFO - Epoch [7][1280/2505] lr: 3.750e-03, eta: 2 days, 1:36:16, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7521, loss_cls: 2.1423, loss: 2.1423, grad_norm: 6.8982 2020-08-15 21:02:32,569 - mmaction - INFO - Epoch [7][1300/2505] lr: 3.750e-03, eta: 2 days, 1:36:09, time: 0.792, data_time: 0.003, memory: 8343, top1_acc: 0.4995, top5_acc: 0.7432, loss_cls: 2.1547, loss: 2.1547, grad_norm: 7.0791 2020-08-15 21:02:47,706 - mmaction - INFO - Epoch [7][1320/2505] lr: 3.750e-03, eta: 2 days, 1:35:51, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7339, loss_cls: 2.1977, loss: 2.1977, grad_norm: 7.0533 2020-08-15 21:03:02,944 - mmaction - INFO - Epoch [7][1340/2505] lr: 3.750e-03, eta: 2 days, 1:35:36, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.4922, top5_acc: 0.7318, loss_cls: 2.1956, loss: 2.1956, grad_norm: 6.8257 2020-08-15 21:03:18,930 - mmaction - INFO - Epoch [7][1360/2505] lr: 3.750e-03, eta: 2 days, 1:35:31, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.4922, top5_acc: 0.7437, loss_cls: 2.1774, loss: 2.1774, grad_norm: 6.9525 2020-08-15 21:03:34,083 - mmaction - INFO - Epoch [7][1380/2505] lr: 3.750e-03, eta: 2 days, 1:35:15, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7599, loss_cls: 2.1170, loss: 2.1170, grad_norm: 6.9596 2020-08-15 21:03:49,636 - mmaction - INFO - Epoch [7][1400/2505] lr: 3.750e-03, eta: 2 days, 1:35:03, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7370, loss_cls: 2.2116, loss: 2.2116, grad_norm: 7.1359 2020-08-15 21:04:04,778 - mmaction - INFO - Epoch [7][1420/2505] lr: 3.750e-03, eta: 2 days, 1:34:47, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4677, top5_acc: 0.7224, loss_cls: 2.2853, loss: 2.2853, grad_norm: 7.2399 2020-08-15 21:04:19,789 - mmaction - INFO - Epoch [7][1440/2505] lr: 3.750e-03, eta: 2 days, 1:34:28, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7417, loss_cls: 2.1313, loss: 2.1313, grad_norm: 7.0600 2020-08-15 21:04:34,934 - mmaction - INFO - Epoch [7][1460/2505] lr: 3.750e-03, eta: 2 days, 1:34:12, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1964, loss: 2.1964, grad_norm: 6.9552 2020-08-15 21:04:50,195 - mmaction - INFO - Epoch [7][1480/2505] lr: 3.750e-03, eta: 2 days, 1:33:56, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7552, loss_cls: 2.1781, loss: 2.1781, grad_norm: 6.9668 2020-08-15 21:05:06,443 - mmaction - INFO - Epoch [7][1500/2505] lr: 3.750e-03, eta: 2 days, 1:33:56, time: 0.816, data_time: 0.007, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7307, loss_cls: 2.2223, loss: 2.2223, grad_norm: 7.0079 2020-08-15 21:05:21,690 - mmaction - INFO - Epoch [7][1520/2505] lr: 3.750e-03, eta: 2 days, 1:33:40, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.4911, top5_acc: 0.7417, loss_cls: 2.2068, loss: 2.2068, grad_norm: 6.9846 2020-08-15 21:05:37,112 - mmaction - INFO - Epoch [7][1540/2505] lr: 3.750e-03, eta: 2 days, 1:33:27, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7490, loss_cls: 2.1519, loss: 2.1519, grad_norm: 7.0571 2020-08-15 21:05:51,956 - mmaction - INFO - Epoch [7][1560/2505] lr: 3.750e-03, eta: 2 days, 1:33:05, time: 0.741, data_time: 0.008, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7411, loss_cls: 2.1952, loss: 2.1952, grad_norm: 6.9487 2020-08-15 21:06:07,379 - mmaction - INFO - Epoch [7][1580/2505] lr: 3.750e-03, eta: 2 days, 1:32:53, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.2277, loss: 2.2277, grad_norm: 7.1609 2020-08-15 21:06:22,880 - mmaction - INFO - Epoch [7][1600/2505] lr: 3.750e-03, eta: 2 days, 1:32:41, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7365, loss_cls: 2.1959, loss: 2.1959, grad_norm: 6.9560 2020-08-15 21:06:37,718 - mmaction - INFO - Epoch [7][1620/2505] lr: 3.750e-03, eta: 2 days, 1:32:21, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7417, loss_cls: 2.2054, loss: 2.2054, grad_norm: 7.1167 2020-08-15 21:06:53,184 - mmaction - INFO - Epoch [7][1640/2505] lr: 3.750e-03, eta: 2 days, 1:32:08, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.4828, top5_acc: 0.7354, loss_cls: 2.2202, loss: 2.2202, grad_norm: 7.0487 2020-08-15 21:07:08,596 - mmaction - INFO - Epoch [7][1660/2505] lr: 3.750e-03, eta: 2 days, 1:31:55, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.4734, top5_acc: 0.7380, loss_cls: 2.2385, loss: 2.2385, grad_norm: 7.1278 2020-08-15 21:07:23,609 - mmaction - INFO - Epoch [7][1680/2505] lr: 3.750e-03, eta: 2 days, 1:31:36, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.4964, top5_acc: 0.7359, loss_cls: 2.1940, loss: 2.1940, grad_norm: 6.9279 2020-08-15 21:07:39,331 - mmaction - INFO - Epoch [7][1700/2505] lr: 3.750e-03, eta: 2 days, 1:31:28, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5089, top5_acc: 0.7500, loss_cls: 2.1332, loss: 2.1332, grad_norm: 6.9560 2020-08-15 21:07:55,035 - mmaction - INFO - Epoch [7][1720/2505] lr: 3.750e-03, eta: 2 days, 1:31:19, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7594, loss_cls: 2.0965, loss: 2.0965, grad_norm: 6.8916 2020-08-15 21:08:10,345 - mmaction - INFO - Epoch [7][1740/2505] lr: 3.750e-03, eta: 2 days, 1:31:04, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7349, loss_cls: 2.2203, loss: 2.2203, grad_norm: 7.0365 2020-08-15 21:08:25,391 - mmaction - INFO - Epoch [7][1760/2505] lr: 3.750e-03, eta: 2 days, 1:30:46, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4797, top5_acc: 0.7307, loss_cls: 2.2446, loss: 2.2446, grad_norm: 7.1690 2020-08-15 21:08:40,155 - mmaction - INFO - Epoch [7][1780/2505] lr: 3.750e-03, eta: 2 days, 1:30:24, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7406, loss_cls: 2.2071, loss: 2.2071, grad_norm: 6.9841 2020-08-15 21:08:56,023 - mmaction - INFO - Epoch [7][1800/2505] lr: 3.750e-03, eta: 2 days, 1:30:17, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7349, loss_cls: 2.2119, loss: 2.2119, grad_norm: 7.1899 2020-08-15 21:09:11,129 - mmaction - INFO - Epoch [7][1820/2505] lr: 3.750e-03, eta: 2 days, 1:30:00, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.4875, top5_acc: 0.7411, loss_cls: 2.1588, loss: 2.1588, grad_norm: 6.9947 2020-08-15 21:09:27,404 - mmaction - INFO - Epoch [7][1840/2505] lr: 3.750e-03, eta: 2 days, 1:29:58, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0777, loss: 2.0777, grad_norm: 6.8462 2020-08-15 21:09:43,636 - mmaction - INFO - Epoch [7][1860/2505] lr: 3.750e-03, eta: 2 days, 1:29:57, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7630, loss_cls: 2.1276, loss: 2.1276, grad_norm: 6.9625 2020-08-15 21:09:59,309 - mmaction - INFO - Epoch [7][1880/2505] lr: 3.750e-03, eta: 2 days, 1:29:47, time: 0.783, data_time: 0.003, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7406, loss_cls: 2.1973, loss: 2.1973, grad_norm: 6.9683 2020-08-15 21:10:14,699 - mmaction - INFO - Epoch [7][1900/2505] lr: 3.750e-03, eta: 2 days, 1:29:34, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7375, loss_cls: 2.1884, loss: 2.1884, grad_norm: 6.9658 2020-08-15 21:10:29,279 - mmaction - INFO - Epoch [7][1920/2505] lr: 3.750e-03, eta: 2 days, 1:29:10, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7318, loss_cls: 2.1873, loss: 2.1873, grad_norm: 6.9465 2020-08-15 21:10:44,358 - mmaction - INFO - Epoch [7][1940/2505] lr: 3.750e-03, eta: 2 days, 1:28:52, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7250, loss_cls: 2.2540, loss: 2.2540, grad_norm: 6.9499 2020-08-15 21:10:59,489 - mmaction - INFO - Epoch [7][1960/2505] lr: 3.750e-03, eta: 2 days, 1:28:35, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.4734, top5_acc: 0.7286, loss_cls: 2.2529, loss: 2.2529, grad_norm: 7.0321 2020-08-15 21:11:14,698 - mmaction - INFO - Epoch [7][1980/2505] lr: 3.750e-03, eta: 2 days, 1:28:19, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.4875, top5_acc: 0.7286, loss_cls: 2.2775, loss: 2.2775, grad_norm: 7.0722 2020-08-15 21:11:31,190 - mmaction - INFO - Epoch [7][2000/2505] lr: 3.750e-03, eta: 2 days, 1:28:20, time: 0.822, data_time: 0.004, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7365, loss_cls: 2.1712, loss: 2.1712, grad_norm: 6.8437 2020-08-15 21:11:45,814 - mmaction - INFO - Epoch [7][2020/2505] lr: 3.750e-03, eta: 2 days, 1:27:57, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1173, loss: 2.1173, grad_norm: 7.0578 2020-08-15 21:12:00,586 - mmaction - INFO - Epoch [7][2040/2505] lr: 3.750e-03, eta: 2 days, 1:27:35, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7448, loss_cls: 2.2114, loss: 2.2114, grad_norm: 7.0228 2020-08-15 21:12:15,646 - mmaction - INFO - Epoch [7][2060/2505] lr: 3.750e-03, eta: 2 days, 1:27:17, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7526, loss_cls: 2.1265, loss: 2.1265, grad_norm: 6.8904 2020-08-15 21:12:31,089 - mmaction - INFO - Epoch [7][2080/2505] lr: 3.750e-03, eta: 2 days, 1:27:04, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.4797, top5_acc: 0.7302, loss_cls: 2.2740, loss: 2.2740, grad_norm: 7.2150 2020-08-15 21:12:46,424 - mmaction - INFO - Epoch [7][2100/2505] lr: 3.750e-03, eta: 2 days, 1:26:50, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7516, loss_cls: 2.1173, loss: 2.1173, grad_norm: 7.0465 2020-08-15 21:13:01,782 - mmaction - INFO - Epoch [7][2120/2505] lr: 3.750e-03, eta: 2 days, 1:26:36, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7432, loss_cls: 2.1405, loss: 2.1405, grad_norm: 6.9523 2020-08-15 21:13:16,840 - mmaction - INFO - Epoch [7][2140/2505] lr: 3.750e-03, eta: 2 days, 1:26:19, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7224, loss_cls: 2.2455, loss: 2.2455, grad_norm: 7.1293 2020-08-15 21:13:32,079 - mmaction - INFO - Epoch [7][2160/2505] lr: 3.750e-03, eta: 2 days, 1:26:02, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.4724, top5_acc: 0.7240, loss_cls: 2.2577, loss: 2.2577, grad_norm: 7.1057 2020-08-15 21:13:47,274 - mmaction - INFO - Epoch [7][2180/2505] lr: 3.750e-03, eta: 2 days, 1:25:47, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.1079, loss: 2.1079, grad_norm: 6.9614 2020-08-15 21:14:03,227 - mmaction - INFO - Epoch [7][2200/2505] lr: 3.750e-03, eta: 2 days, 1:25:41, time: 0.796, data_time: 0.002, memory: 8343, top1_acc: 0.4885, top5_acc: 0.7203, loss_cls: 2.2560, loss: 2.2560, grad_norm: 7.1439 2020-08-15 21:14:18,834 - mmaction - INFO - Epoch [7][2220/2505] lr: 3.750e-03, eta: 2 days, 1:25:30, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7474, loss_cls: 2.1530, loss: 2.1530, grad_norm: 6.8631 2020-08-15 21:14:33,205 - mmaction - INFO - Epoch [7][2240/2505] lr: 3.750e-03, eta: 2 days, 1:25:03, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1656, loss: 2.1656, grad_norm: 7.0827 2020-08-15 21:14:49,048 - mmaction - INFO - Epoch [7][2260/2505] lr: 3.750e-03, eta: 2 days, 1:24:56, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7432, loss_cls: 2.1827, loss: 2.1827, grad_norm: 7.0747 2020-08-15 21:15:04,507 - mmaction - INFO - Epoch [7][2280/2505] lr: 3.750e-03, eta: 2 days, 1:24:44, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1665, loss: 2.1665, grad_norm: 7.0262 2020-08-15 21:15:19,314 - mmaction - INFO - Epoch [7][2300/2505] lr: 3.750e-03, eta: 2 days, 1:24:22, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.4786, top5_acc: 0.7479, loss_cls: 2.1900, loss: 2.1900, grad_norm: 6.9936 2020-08-15 21:15:34,354 - mmaction - INFO - Epoch [7][2320/2505] lr: 3.750e-03, eta: 2 days, 1:24:04, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.4974, top5_acc: 0.7328, loss_cls: 2.2061, loss: 2.2061, grad_norm: 7.0261 2020-08-15 21:15:51,107 - mmaction - INFO - Epoch [7][2340/2505] lr: 3.750e-03, eta: 2 days, 1:24:09, time: 0.837, data_time: 0.006, memory: 8343, top1_acc: 0.4917, top5_acc: 0.7318, loss_cls: 2.2046, loss: 2.2046, grad_norm: 6.9642 2020-08-15 21:16:05,623 - mmaction - INFO - Epoch [7][2360/2505] lr: 3.750e-03, eta: 2 days, 1:23:44, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.4964, top5_acc: 0.7359, loss_cls: 2.1765, loss: 2.1765, grad_norm: 6.9513 2020-08-15 21:16:20,779 - mmaction - INFO - Epoch [7][2380/2505] lr: 3.750e-03, eta: 2 days, 1:23:26, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7448, loss_cls: 2.1490, loss: 2.1490, grad_norm: 6.9657 2020-08-15 21:16:35,918 - mmaction - INFO - Epoch [7][2400/2505] lr: 3.750e-03, eta: 2 days, 1:23:10, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.4828, top5_acc: 0.7161, loss_cls: 2.2457, loss: 2.2457, grad_norm: 7.0342 2020-08-15 21:16:51,265 - mmaction - INFO - Epoch [7][2420/2505] lr: 3.750e-03, eta: 2 days, 1:22:56, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.4932, top5_acc: 0.7370, loss_cls: 2.2162, loss: 2.2162, grad_norm: 6.9545 2020-08-15 21:17:06,136 - mmaction - INFO - Epoch [7][2440/2505] lr: 3.750e-03, eta: 2 days, 1:22:36, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.4995, top5_acc: 0.7630, loss_cls: 2.1360, loss: 2.1360, grad_norm: 6.9035 2020-08-15 21:17:21,368 - mmaction - INFO - Epoch [7][2460/2505] lr: 3.750e-03, eta: 2 days, 1:22:20, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.4698, top5_acc: 0.7422, loss_cls: 2.2128, loss: 2.2128, grad_norm: 6.8711 2020-08-15 21:17:36,230 - mmaction - INFO - Epoch [7][2480/2505] lr: 3.750e-03, eta: 2 days, 1:22:00, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7396, loss_cls: 2.1958, loss: 2.1958, grad_norm: 7.0558 2020-08-15 21:17:52,012 - mmaction - INFO - Epoch [7][2500/2505] lr: 3.750e-03, eta: 2 days, 1:21:51, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7578, loss_cls: 2.1371, loss: 2.1371, grad_norm: 6.8948 2020-08-15 21:17:55,887 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-08-15 21:18:18,824 - mmaction - INFO - Epoch [8][20/2505] lr: 3.750e-03, eta: 2 days, 1:22:16, time: 1.118, data_time: 0.509, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7484, loss_cls: 2.1457, loss: 2.1457, grad_norm: 6.9680 2020-08-15 21:18:32,008 - mmaction - INFO - Epoch [8][40/2505] lr: 3.750e-03, eta: 2 days, 1:21:34, time: 0.662, data_time: 0.006, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7464, loss_cls: 2.1485, loss: 2.1485, grad_norm: 6.9778 2020-08-15 21:18:46,439 - mmaction - INFO - Epoch [8][60/2505] lr: 3.750e-03, eta: 2 days, 1:21:07, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.4964, top5_acc: 0.7380, loss_cls: 2.1358, loss: 2.1358, grad_norm: 7.0159 2020-08-15 21:19:01,479 - mmaction - INFO - Epoch [8][80/2505] lr: 3.750e-03, eta: 2 days, 1:20:49, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7396, loss_cls: 2.1538, loss: 2.1538, grad_norm: 7.0103 2020-08-15 21:19:16,509 - mmaction - INFO - Epoch [8][100/2505] lr: 3.750e-03, eta: 2 days, 1:20:30, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7521, loss_cls: 2.0770, loss: 2.0770, grad_norm: 6.9392 2020-08-15 21:19:31,621 - mmaction - INFO - Epoch [8][120/2505] lr: 3.750e-03, eta: 2 days, 1:20:14, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7349, loss_cls: 2.1729, loss: 2.1729, grad_norm: 6.9026 2020-08-15 21:19:47,291 - mmaction - INFO - Epoch [8][140/2505] lr: 3.750e-03, eta: 2 days, 1:20:04, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7333, loss_cls: 2.1831, loss: 2.1831, grad_norm: 7.1235 2020-08-15 21:20:02,657 - mmaction - INFO - Epoch [8][160/2505] lr: 3.750e-03, eta: 2 days, 1:19:50, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.8644 2020-08-15 21:20:17,363 - mmaction - INFO - Epoch [8][180/2505] lr: 3.750e-03, eta: 2 days, 1:19:28, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7370, loss_cls: 2.1903, loss: 2.1903, grad_norm: 7.1891 2020-08-15 21:20:32,367 - mmaction - INFO - Epoch [8][200/2505] lr: 3.750e-03, eta: 2 days, 1:19:09, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1333, loss: 2.1333, grad_norm: 7.0323 2020-08-15 21:20:47,580 - mmaction - INFO - Epoch [8][220/2505] lr: 3.750e-03, eta: 2 days, 1:18:53, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.4948, top5_acc: 0.7375, loss_cls: 2.1998, loss: 2.1998, grad_norm: 7.1176 2020-08-15 21:21:03,664 - mmaction - INFO - Epoch [8][240/2505] lr: 3.750e-03, eta: 2 days, 1:18:48, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7432, loss_cls: 2.1486, loss: 2.1486, grad_norm: 6.9704 2020-08-15 21:21:18,031 - mmaction - INFO - Epoch [8][260/2505] lr: 3.750e-03, eta: 2 days, 1:18:22, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7578, loss_cls: 2.0769, loss: 2.0769, grad_norm: 7.1404 2020-08-15 21:21:33,236 - mmaction - INFO - Epoch [8][280/2505] lr: 3.750e-03, eta: 2 days, 1:18:06, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7635, loss_cls: 2.0670, loss: 2.0670, grad_norm: 6.8899 2020-08-15 21:21:49,279 - mmaction - INFO - Epoch [8][300/2505] lr: 3.750e-03, eta: 2 days, 1:18:01, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7510, loss_cls: 2.1169, loss: 2.1169, grad_norm: 6.9580 2020-08-15 21:22:03,994 - mmaction - INFO - Epoch [8][320/2505] lr: 3.750e-03, eta: 2 days, 1:17:38, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7474, loss_cls: 2.1428, loss: 2.1428, grad_norm: 6.9868 2020-08-15 21:22:19,086 - mmaction - INFO - Epoch [8][340/2505] lr: 3.750e-03, eta: 2 days, 1:17:22, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7380, loss_cls: 2.1676, loss: 2.1676, grad_norm: 7.0261 2020-08-15 21:22:35,007 - mmaction - INFO - Epoch [8][360/2505] lr: 3.750e-03, eta: 2 days, 1:17:14, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7339, loss_cls: 2.1761, loss: 2.1761, grad_norm: 7.0937 2020-08-15 21:22:50,734 - mmaction - INFO - Epoch [8][380/2505] lr: 3.750e-03, eta: 2 days, 1:17:06, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.4932, top5_acc: 0.7328, loss_cls: 2.1853, loss: 2.1853, grad_norm: 7.0273 2020-08-15 21:23:06,367 - mmaction - INFO - Epoch [8][400/2505] lr: 3.750e-03, eta: 2 days, 1:16:55, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7370, loss_cls: 2.1854, loss: 2.1854, grad_norm: 7.1182 2020-08-15 21:23:21,384 - mmaction - INFO - Epoch [8][420/2505] lr: 3.750e-03, eta: 2 days, 1:16:37, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7552, loss_cls: 2.1364, loss: 2.1364, grad_norm: 6.9694 2020-08-15 21:23:36,221 - mmaction - INFO - Epoch [8][440/2505] lr: 3.750e-03, eta: 2 days, 1:16:15, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7354, loss_cls: 2.1698, loss: 2.1698, grad_norm: 6.9910 2020-08-15 21:23:51,643 - mmaction - INFO - Epoch [8][460/2505] lr: 3.750e-03, eta: 2 days, 1:16:03, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7469, loss_cls: 2.1308, loss: 2.1308, grad_norm: 6.9750 2020-08-15 21:24:06,862 - mmaction - INFO - Epoch [8][480/2505] lr: 3.750e-03, eta: 2 days, 1:15:46, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.4839, top5_acc: 0.7391, loss_cls: 2.1846, loss: 2.1846, grad_norm: 7.0642 2020-08-15 21:24:22,799 - mmaction - INFO - Epoch [8][500/2505] lr: 3.750e-03, eta: 2 days, 1:15:40, time: 0.799, data_time: 0.007, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7531, loss_cls: 2.0896, loss: 2.0896, grad_norm: 6.9441 2020-08-15 21:24:37,386 - mmaction - INFO - Epoch [8][520/2505] lr: 3.750e-03, eta: 2 days, 1:15:17, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7427, loss_cls: 2.1904, loss: 2.1904, grad_norm: 7.0515 2020-08-15 21:24:52,831 - mmaction - INFO - Epoch [8][540/2505] lr: 3.750e-03, eta: 2 days, 1:15:04, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7573, loss_cls: 2.0916, loss: 2.0916, grad_norm: 7.0811 2020-08-15 21:25:08,465 - mmaction - INFO - Epoch [8][560/2505] lr: 3.750e-03, eta: 2 days, 1:14:53, time: 0.782, data_time: 0.003, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7443, loss_cls: 2.1355, loss: 2.1355, grad_norm: 7.0445 2020-08-15 21:25:23,406 - mmaction - INFO - Epoch [8][580/2505] lr: 3.750e-03, eta: 2 days, 1:14:34, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7349, loss_cls: 2.1753, loss: 2.1753, grad_norm: 7.1348 2020-08-15 21:25:39,787 - mmaction - INFO - Epoch [8][600/2505] lr: 3.750e-03, eta: 2 days, 1:14:34, time: 0.819, data_time: 0.002, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7568, loss_cls: 2.0536, loss: 2.0536, grad_norm: 6.9350 2020-08-15 21:25:54,168 - mmaction - INFO - Epoch [8][620/2505] lr: 3.750e-03, eta: 2 days, 1:14:07, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7359, loss_cls: 2.1742, loss: 2.1742, grad_norm: 6.9860 2020-08-15 21:26:09,540 - mmaction - INFO - Epoch [8][640/2505] lr: 3.750e-03, eta: 2 days, 1:13:53, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7484, loss_cls: 2.1658, loss: 2.1658, grad_norm: 6.8820 2020-08-15 21:26:24,242 - mmaction - INFO - Epoch [8][660/2505] lr: 3.750e-03, eta: 2 days, 1:13:30, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7552, loss_cls: 2.0833, loss: 2.0833, grad_norm: 6.8478 2020-08-15 21:26:39,872 - mmaction - INFO - Epoch [8][680/2505] lr: 3.750e-03, eta: 2 days, 1:13:20, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7521, loss_cls: 2.0929, loss: 2.0929, grad_norm: 7.1025 2020-08-15 21:26:54,508 - mmaction - INFO - Epoch [8][700/2505] lr: 3.750e-03, eta: 2 days, 1:12:57, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4740, top5_acc: 0.7333, loss_cls: 2.1627, loss: 2.1627, grad_norm: 7.1804 2020-08-15 21:27:10,007 - mmaction - INFO - Epoch [8][720/2505] lr: 3.750e-03, eta: 2 days, 1:12:45, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7458, loss_cls: 2.1693, loss: 2.1693, grad_norm: 7.0908 2020-08-15 21:27:24,891 - mmaction - INFO - Epoch [8][740/2505] lr: 3.750e-03, eta: 2 days, 1:12:25, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7458, loss_cls: 2.1657, loss: 2.1657, grad_norm: 7.0531 2020-08-15 21:27:40,063 - mmaction - INFO - Epoch [8][760/2505] lr: 3.750e-03, eta: 2 days, 1:12:09, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4771, top5_acc: 0.7266, loss_cls: 2.2307, loss: 2.2307, grad_norm: 7.1550 2020-08-15 21:27:55,899 - mmaction - INFO - Epoch [8][780/2505] lr: 3.750e-03, eta: 2 days, 1:12:00, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.2110, loss: 2.2110, grad_norm: 7.3304 2020-08-15 21:28:11,095 - mmaction - INFO - Epoch [8][800/2505] lr: 3.750e-03, eta: 2 days, 1:11:45, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4917, top5_acc: 0.7432, loss_cls: 2.1809, loss: 2.1809, grad_norm: 7.1167 2020-08-15 21:28:26,846 - mmaction - INFO - Epoch [8][820/2505] lr: 3.750e-03, eta: 2 days, 1:11:35, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7370, loss_cls: 2.1853, loss: 2.1853, grad_norm: 7.1539 2020-08-15 21:28:42,496 - mmaction - INFO - Epoch [8][840/2505] lr: 3.750e-03, eta: 2 days, 1:11:25, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7526, loss_cls: 2.0941, loss: 2.0941, grad_norm: 6.9284 2020-08-15 21:28:56,926 - mmaction - INFO - Epoch [8][860/2505] lr: 3.750e-03, eta: 2 days, 1:10:59, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7370, loss_cls: 2.1489, loss: 2.1489, grad_norm: 6.8943 2020-08-15 21:29:12,163 - mmaction - INFO - Epoch [8][880/2505] lr: 3.750e-03, eta: 2 days, 1:10:44, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7344, loss_cls: 2.2101, loss: 2.2101, grad_norm: 7.0507 2020-08-15 21:29:27,137 - mmaction - INFO - Epoch [8][900/2505] lr: 3.750e-03, eta: 2 days, 1:10:25, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.4911, top5_acc: 0.7307, loss_cls: 2.1718, loss: 2.1718, grad_norm: 7.0481 2020-08-15 21:29:42,551 - mmaction - INFO - Epoch [8][920/2505] lr: 3.750e-03, eta: 2 days, 1:10:12, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 2.1653, loss: 2.1653, grad_norm: 6.9732 2020-08-15 21:29:58,169 - mmaction - INFO - Epoch [8][940/2505] lr: 3.750e-03, eta: 2 days, 1:10:01, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7474, loss_cls: 2.1785, loss: 2.1785, grad_norm: 7.1387 2020-08-15 21:30:14,483 - mmaction - INFO - Epoch [8][960/2505] lr: 3.750e-03, eta: 2 days, 1:09:59, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1426, loss: 2.1426, grad_norm: 7.0126 2020-08-15 21:30:28,830 - mmaction - INFO - Epoch [8][980/2505] lr: 3.750e-03, eta: 2 days, 1:09:32, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7333, loss_cls: 2.1653, loss: 2.1653, grad_norm: 6.9365 2020-08-15 21:30:44,680 - mmaction - INFO - Epoch [8][1000/2505] lr: 3.750e-03, eta: 2 days, 1:09:25, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.4927, top5_acc: 0.7344, loss_cls: 2.2249, loss: 2.2249, grad_norm: 7.0608 2020-08-15 21:30:59,516 - mmaction - INFO - Epoch [8][1020/2505] lr: 3.750e-03, eta: 2 days, 1:09:04, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7437, loss_cls: 2.1339, loss: 2.1339, grad_norm: 7.1304 2020-08-15 21:31:14,349 - mmaction - INFO - Epoch [8][1040/2505] lr: 3.750e-03, eta: 2 days, 1:08:44, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7526, loss_cls: 2.1431, loss: 2.1431, grad_norm: 7.0843 2020-08-15 21:31:30,001 - mmaction - INFO - Epoch [8][1060/2505] lr: 3.750e-03, eta: 2 days, 1:08:33, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7495, loss_cls: 2.1052, loss: 2.1052, grad_norm: 6.9671 2020-08-15 21:31:45,433 - mmaction - INFO - Epoch [8][1080/2505] lr: 3.750e-03, eta: 2 days, 1:08:20, time: 0.772, data_time: 0.008, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1072, loss: 2.1072, grad_norm: 6.9442 2020-08-15 21:32:00,395 - mmaction - INFO - Epoch [8][1100/2505] lr: 3.750e-03, eta: 2 days, 1:08:01, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7578, loss_cls: 2.0622, loss: 2.0622, grad_norm: 7.0421 2020-08-15 21:32:15,482 - mmaction - INFO - Epoch [8][1120/2505] lr: 3.750e-03, eta: 2 days, 1:07:44, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7505, loss_cls: 2.0894, loss: 2.0894, grad_norm: 6.8635 2020-08-15 21:32:32,131 - mmaction - INFO - Epoch [8][1140/2505] lr: 3.750e-03, eta: 2 days, 1:07:45, time: 0.831, data_time: 0.007, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7464, loss_cls: 2.1362, loss: 2.1362, grad_norm: 7.0767 2020-08-15 21:32:46,040 - mmaction - INFO - Epoch [8][1160/2505] lr: 3.750e-03, eta: 2 days, 1:07:14, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0803, loss: 2.0803, grad_norm: 6.9792 2020-08-15 21:33:01,214 - mmaction - INFO - Epoch [8][1180/2505] lr: 3.750e-03, eta: 2 days, 1:06:57, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7531, loss_cls: 2.1356, loss: 2.1356, grad_norm: 7.0969 2020-08-15 21:33:16,263 - mmaction - INFO - Epoch [8][1200/2505] lr: 3.750e-03, eta: 2 days, 1:06:40, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.4917, top5_acc: 0.7464, loss_cls: 2.1560, loss: 2.1560, grad_norm: 7.1272 2020-08-15 21:33:32,014 - mmaction - INFO - Epoch [8][1220/2505] lr: 3.750e-03, eta: 2 days, 1:06:30, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7464, loss_cls: 2.1076, loss: 2.1076, grad_norm: 6.8441 2020-08-15 21:33:47,057 - mmaction - INFO - Epoch [8][1240/2505] lr: 3.750e-03, eta: 2 days, 1:06:13, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7500, loss_cls: 2.1237, loss: 2.1237, grad_norm: 6.8705 2020-08-15 21:34:02,134 - mmaction - INFO - Epoch [8][1260/2505] lr: 3.750e-03, eta: 2 days, 1:05:55, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7427, loss_cls: 2.1572, loss: 2.1572, grad_norm: 7.0605 2020-08-15 21:34:18,053 - mmaction - INFO - Epoch [8][1280/2505] lr: 3.750e-03, eta: 2 days, 1:05:48, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7573, loss_cls: 2.1252, loss: 2.1252, grad_norm: 6.8716 2020-08-15 21:34:32,558 - mmaction - INFO - Epoch [8][1300/2505] lr: 3.750e-03, eta: 2 days, 1:05:24, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7656, loss_cls: 2.0867, loss: 2.0867, grad_norm: 6.8791 2020-08-15 21:34:48,043 - mmaction - INFO - Epoch [8][1320/2505] lr: 3.750e-03, eta: 2 days, 1:05:11, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7354, loss_cls: 2.1406, loss: 2.1406, grad_norm: 7.0267 2020-08-15 21:35:03,940 - mmaction - INFO - Epoch [8][1340/2505] lr: 3.750e-03, eta: 2 days, 1:05:04, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7406, loss_cls: 2.1716, loss: 2.1716, grad_norm: 7.2209 2020-08-15 21:35:18,640 - mmaction - INFO - Epoch [8][1360/2505] lr: 3.750e-03, eta: 2 days, 1:04:42, time: 0.735, data_time: 0.002, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1714, loss: 2.1714, grad_norm: 7.2884 2020-08-15 21:35:33,352 - mmaction - INFO - Epoch [8][1380/2505] lr: 3.750e-03, eta: 2 days, 1:04:20, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7510, loss_cls: 2.0824, loss: 2.0824, grad_norm: 6.9305 2020-08-15 21:35:48,620 - mmaction - INFO - Epoch [8][1400/2505] lr: 3.750e-03, eta: 2 days, 1:04:04, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7448, loss_cls: 2.1826, loss: 2.1826, grad_norm: 7.0484 2020-08-15 21:36:04,227 - mmaction - INFO - Epoch [8][1420/2505] lr: 3.750e-03, eta: 2 days, 1:03:54, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7552, loss_cls: 2.0798, loss: 2.0798, grad_norm: 6.7842 2020-08-15 21:36:19,754 - mmaction - INFO - Epoch [8][1440/2505] lr: 3.750e-03, eta: 2 days, 1:03:42, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7505, loss_cls: 2.1227, loss: 2.1227, grad_norm: 6.9195 2020-08-15 21:36:34,598 - mmaction - INFO - Epoch [8][1460/2505] lr: 3.750e-03, eta: 2 days, 1:03:21, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1235, loss: 2.1235, grad_norm: 7.1736 2020-08-15 21:36:49,479 - mmaction - INFO - Epoch [8][1480/2505] lr: 3.750e-03, eta: 2 days, 1:03:01, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7396, loss_cls: 2.1883, loss: 2.1883, grad_norm: 7.0742 2020-08-15 21:37:04,551 - mmaction - INFO - Epoch [8][1500/2505] lr: 3.750e-03, eta: 2 days, 1:02:44, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5073, top5_acc: 0.7484, loss_cls: 2.1387, loss: 2.1387, grad_norm: 6.9316 2020-08-15 21:37:19,686 - mmaction - INFO - Epoch [8][1520/2505] lr: 3.750e-03, eta: 2 days, 1:02:27, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1614, loss: 2.1614, grad_norm: 7.0619 2020-08-15 21:37:34,841 - mmaction - INFO - Epoch [8][1540/2505] lr: 3.750e-03, eta: 2 days, 1:02:11, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7604, loss_cls: 2.0808, loss: 2.0808, grad_norm: 6.9228 2020-08-15 21:37:49,820 - mmaction - INFO - Epoch [8][1560/2505] lr: 3.750e-03, eta: 2 days, 1:01:52, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7604, loss_cls: 2.0793, loss: 2.0793, grad_norm: 7.1419 2020-08-15 21:38:05,709 - mmaction - INFO - Epoch [8][1580/2505] lr: 3.750e-03, eta: 2 days, 1:01:45, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7385, loss_cls: 2.2214, loss: 2.2214, grad_norm: 7.0007 2020-08-15 21:38:20,115 - mmaction - INFO - Epoch [8][1600/2505] lr: 3.750e-03, eta: 2 days, 1:01:19, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7641, loss_cls: 2.0528, loss: 2.0528, grad_norm: 6.9112 2020-08-15 21:38:35,089 - mmaction - INFO - Epoch [8][1620/2505] lr: 3.750e-03, eta: 2 days, 1:01:01, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7380, loss_cls: 2.1467, loss: 2.1467, grad_norm: 7.1490 2020-08-15 21:38:50,086 - mmaction - INFO - Epoch [8][1640/2505] lr: 3.750e-03, eta: 2 days, 1:00:42, time: 0.750, data_time: 0.003, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7505, loss_cls: 2.0619, loss: 2.0619, grad_norm: 6.9225 2020-08-15 21:39:05,631 - mmaction - INFO - Epoch [8][1660/2505] lr: 3.750e-03, eta: 2 days, 1:00:30, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2904, loss: 2.2904, grad_norm: 7.0694 2020-08-15 21:39:20,609 - mmaction - INFO - Epoch [8][1680/2505] lr: 3.750e-03, eta: 2 days, 1:00:12, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.1293, loss: 2.1293, grad_norm: 7.0307 2020-08-15 21:39:35,532 - mmaction - INFO - Epoch [8][1700/2505] lr: 3.750e-03, eta: 2 days, 0:59:52, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.4760, top5_acc: 0.7458, loss_cls: 2.1849, loss: 2.1849, grad_norm: 7.2919 2020-08-15 21:39:50,542 - mmaction - INFO - Epoch [8][1720/2505] lr: 3.750e-03, eta: 2 days, 0:59:34, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.2064, loss: 2.2064, grad_norm: 7.0148 2020-08-15 21:40:05,582 - mmaction - INFO - Epoch [8][1740/2505] lr: 3.750e-03, eta: 2 days, 0:59:16, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.4937, top5_acc: 0.7469, loss_cls: 2.1724, loss: 2.1724, grad_norm: 7.0501 2020-08-15 21:40:20,558 - mmaction - INFO - Epoch [8][1760/2505] lr: 3.750e-03, eta: 2 days, 0:58:58, time: 0.750, data_time: 0.003, memory: 8343, top1_acc: 0.4932, top5_acc: 0.7573, loss_cls: 2.1447, loss: 2.1447, grad_norm: 7.2593 2020-08-15 21:40:35,679 - mmaction - INFO - Epoch [8][1780/2505] lr: 3.750e-03, eta: 2 days, 0:58:41, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.4932, top5_acc: 0.7385, loss_cls: 2.1642, loss: 2.1642, grad_norm: 7.1370 2020-08-15 21:40:50,844 - mmaction - INFO - Epoch [8][1800/2505] lr: 3.750e-03, eta: 2 days, 0:58:25, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7443, loss_cls: 2.1792, loss: 2.1792, grad_norm: 7.1548 2020-08-15 21:41:06,391 - mmaction - INFO - Epoch [8][1820/2505] lr: 3.750e-03, eta: 2 days, 0:58:12, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7448, loss_cls: 2.1271, loss: 2.1271, grad_norm: 7.0069 2020-08-15 21:41:21,846 - mmaction - INFO - Epoch [8][1840/2505] lr: 3.750e-03, eta: 2 days, 0:58:00, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2017, loss: 2.2017, grad_norm: 7.1547 2020-08-15 21:41:36,604 - mmaction - INFO - Epoch [8][1860/2505] lr: 3.750e-03, eta: 2 days, 0:57:39, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.4964, top5_acc: 0.7328, loss_cls: 2.1743, loss: 2.1743, grad_norm: 7.0457 2020-08-15 21:41:51,467 - mmaction - INFO - Epoch [8][1880/2505] lr: 3.750e-03, eta: 2 days, 0:57:19, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7406, loss_cls: 2.1477, loss: 2.1477, grad_norm: 6.8787 2020-08-15 21:42:06,764 - mmaction - INFO - Epoch [8][1900/2505] lr: 3.750e-03, eta: 2 days, 0:57:04, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7458, loss_cls: 2.1455, loss: 2.1455, grad_norm: 7.0349 2020-08-15 21:42:21,798 - mmaction - INFO - Epoch [8][1920/2505] lr: 3.750e-03, eta: 2 days, 0:56:46, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5042, top5_acc: 0.7365, loss_cls: 2.2023, loss: 2.2023, grad_norm: 7.1207 2020-08-15 21:42:36,915 - mmaction - INFO - Epoch [8][1940/2505] lr: 3.750e-03, eta: 2 days, 0:56:29, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7380, loss_cls: 2.1261, loss: 2.1261, grad_norm: 6.9117 2020-08-15 21:42:52,451 - mmaction - INFO - Epoch [8][1960/2505] lr: 3.750e-03, eta: 2 days, 0:56:18, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7495, loss_cls: 2.1517, loss: 2.1517, grad_norm: 7.0605 2020-08-15 21:43:07,450 - mmaction - INFO - Epoch [8][1980/2505] lr: 3.750e-03, eta: 2 days, 0:55:59, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1318, loss: 2.1318, grad_norm: 7.0425 2020-08-15 21:43:22,709 - mmaction - INFO - Epoch [8][2000/2505] lr: 3.750e-03, eta: 2 days, 0:55:44, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7406, loss_cls: 2.2100, loss: 2.2100, grad_norm: 7.1468 2020-08-15 21:43:38,099 - mmaction - INFO - Epoch [8][2020/2505] lr: 3.750e-03, eta: 2 days, 0:55:30, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.4844, top5_acc: 0.7276, loss_cls: 2.2314, loss: 2.2314, grad_norm: 7.1390 2020-08-15 21:43:53,601 - mmaction - INFO - Epoch [8][2040/2505] lr: 3.750e-03, eta: 2 days, 0:55:18, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.4839, top5_acc: 0.7406, loss_cls: 2.1852, loss: 2.1852, grad_norm: 7.0981 2020-08-15 21:44:08,392 - mmaction - INFO - Epoch [8][2060/2505] lr: 3.750e-03, eta: 2 days, 0:54:57, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7427, loss_cls: 2.1637, loss: 2.1637, grad_norm: 7.0710 2020-08-15 21:44:23,203 - mmaction - INFO - Epoch [8][2080/2505] lr: 3.750e-03, eta: 2 days, 0:54:37, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5089, top5_acc: 0.7609, loss_cls: 2.0990, loss: 2.0990, grad_norm: 6.9558 2020-08-15 21:44:40,106 - mmaction - INFO - Epoch [8][2100/2505] lr: 3.750e-03, eta: 2 days, 0:54:41, time: 0.843, data_time: 0.005, memory: 8343, top1_acc: 0.4880, top5_acc: 0.7583, loss_cls: 2.1155, loss: 2.1155, grad_norm: 7.0288 2020-08-15 21:44:54,769 - mmaction - INFO - Epoch [8][2120/2505] lr: 3.750e-03, eta: 2 days, 0:54:19, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7609, loss_cls: 2.0270, loss: 2.0270, grad_norm: 6.7604 2020-08-15 21:45:09,917 - mmaction - INFO - Epoch [8][2140/2505] lr: 3.750e-03, eta: 2 days, 0:54:02, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4865, top5_acc: 0.7443, loss_cls: 2.1850, loss: 2.1850, grad_norm: 7.0964 2020-08-15 21:45:24,476 - mmaction - INFO - Epoch [8][2160/2505] lr: 3.750e-03, eta: 2 days, 0:53:39, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7422, loss_cls: 2.1833, loss: 2.1833, grad_norm: 7.1351 2020-08-15 21:45:39,862 - mmaction - INFO - Epoch [8][2180/2505] lr: 3.750e-03, eta: 2 days, 0:53:25, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7495, loss_cls: 2.1176, loss: 2.1176, grad_norm: 6.8873 2020-08-15 21:45:55,186 - mmaction - INFO - Epoch [8][2200/2505] lr: 3.750e-03, eta: 2 days, 0:53:11, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7318, loss_cls: 2.1109, loss: 2.1109, grad_norm: 6.8043 2020-08-15 21:46:10,498 - mmaction - INFO - Epoch [8][2220/2505] lr: 3.750e-03, eta: 2 days, 0:52:56, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7396, loss_cls: 2.1355, loss: 2.1355, grad_norm: 7.1431 2020-08-15 21:46:26,013 - mmaction - INFO - Epoch [8][2240/2505] lr: 3.750e-03, eta: 2 days, 0:52:44, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1051, loss: 2.1051, grad_norm: 7.1324 2020-08-15 21:46:40,552 - mmaction - INFO - Epoch [8][2260/2505] lr: 3.750e-03, eta: 2 days, 0:52:20, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7307, loss_cls: 2.2366, loss: 2.2366, grad_norm: 7.1464 2020-08-15 21:46:55,665 - mmaction - INFO - Epoch [8][2280/2505] lr: 3.750e-03, eta: 2 days, 0:52:04, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7328, loss_cls: 2.1837, loss: 2.1837, grad_norm: 7.0205 2020-08-15 21:47:11,782 - mmaction - INFO - Epoch [8][2300/2505] lr: 3.750e-03, eta: 2 days, 0:51:58, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7693, loss_cls: 2.0400, loss: 2.0400, grad_norm: 6.8840 2020-08-15 21:47:27,217 - mmaction - INFO - Epoch [8][2320/2505] lr: 3.750e-03, eta: 2 days, 0:51:46, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7568, loss_cls: 2.0926, loss: 2.0926, grad_norm: 6.9322 2020-08-15 21:47:41,165 - mmaction - INFO - Epoch [8][2340/2505] lr: 3.750e-03, eta: 2 days, 0:51:15, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.4917, top5_acc: 0.7286, loss_cls: 2.1762, loss: 2.1762, grad_norm: 7.1664 2020-08-15 21:47:57,046 - mmaction - INFO - Epoch [8][2360/2505] lr: 3.750e-03, eta: 2 days, 0:51:07, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.4979, top5_acc: 0.7536, loss_cls: 2.1296, loss: 2.1296, grad_norm: 6.9044 2020-08-15 21:48:12,036 - mmaction - INFO - Epoch [8][2380/2505] lr: 3.750e-03, eta: 2 days, 0:50:49, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7448, loss_cls: 2.1057, loss: 2.1057, grad_norm: 7.0353 2020-08-15 21:48:27,568 - mmaction - INFO - Epoch [8][2400/2505] lr: 3.750e-03, eta: 2 days, 0:50:37, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.4943, top5_acc: 0.7432, loss_cls: 2.1745, loss: 2.1745, grad_norm: 6.9271 2020-08-15 21:48:42,678 - mmaction - INFO - Epoch [8][2420/2505] lr: 3.750e-03, eta: 2 days, 0:50:19, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7620, loss_cls: 2.0758, loss: 2.0758, grad_norm: 6.9074 2020-08-15 21:48:57,381 - mmaction - INFO - Epoch [8][2440/2505] lr: 3.750e-03, eta: 2 days, 0:49:58, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7573, loss_cls: 2.1380, loss: 2.1380, grad_norm: 7.0887 2020-08-15 21:49:12,802 - mmaction - INFO - Epoch [8][2460/2505] lr: 3.750e-03, eta: 2 days, 0:49:45, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7526, loss_cls: 2.1045, loss: 2.1045, grad_norm: 6.8986 2020-08-15 21:49:28,511 - mmaction - INFO - Epoch [8][2480/2505] lr: 3.750e-03, eta: 2 days, 0:49:35, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7438, loss_cls: 2.1492, loss: 2.1492, grad_norm: 6.9623 2020-08-15 21:49:43,128 - mmaction - INFO - Epoch [8][2500/2505] lr: 3.750e-03, eta: 2 days, 0:49:12, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7526, loss_cls: 2.1339, loss: 2.1339, grad_norm: 7.0110 2020-08-15 21:49:46,925 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-08-15 21:50:07,832 - mmaction - INFO - Epoch [9][20/2505] lr: 3.750e-03, eta: 2 days, 0:49:10, time: 1.028, data_time: 0.396, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7604, loss_cls: 2.0239, loss: 2.0239, grad_norm: 6.9150 2020-08-15 21:50:22,918 - mmaction - INFO - Epoch [9][40/2505] lr: 3.750e-03, eta: 2 days, 0:48:53, time: 0.754, data_time: 0.003, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7245, loss_cls: 2.1347, loss: 2.1347, grad_norm: 7.0023 2020-08-15 21:50:37,129 - mmaction - INFO - Epoch [9][60/2505] lr: 3.750e-03, eta: 2 days, 0:48:26, time: 0.711, data_time: 0.003, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7521, loss_cls: 2.0827, loss: 2.0827, grad_norm: 6.8889 2020-08-15 21:50:52,454 - mmaction - INFO - Epoch [9][80/2505] lr: 3.750e-03, eta: 2 days, 0:48:11, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7615, loss_cls: 2.0476, loss: 2.0476, grad_norm: 6.9290 2020-08-15 21:51:07,596 - mmaction - INFO - Epoch [9][100/2505] lr: 3.750e-03, eta: 2 days, 0:47:55, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7604, loss_cls: 2.1018, loss: 2.1018, grad_norm: 7.1862 2020-08-15 21:51:22,237 - mmaction - INFO - Epoch [9][120/2505] lr: 3.750e-03, eta: 2 days, 0:47:32, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7531, loss_cls: 2.1375, loss: 2.1375, grad_norm: 7.1034 2020-08-15 21:51:38,139 - mmaction - INFO - Epoch [9][140/2505] lr: 3.750e-03, eta: 2 days, 0:47:25, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7734, loss_cls: 2.0171, loss: 2.0171, grad_norm: 6.9735 2020-08-15 21:51:52,908 - mmaction - INFO - Epoch [9][160/2505] lr: 3.750e-03, eta: 2 days, 0:47:04, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5089, top5_acc: 0.7552, loss_cls: 2.1096, loss: 2.1096, grad_norm: 7.0675 2020-08-15 21:52:08,663 - mmaction - INFO - Epoch [9][180/2505] lr: 3.750e-03, eta: 2 days, 0:46:54, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7604, loss_cls: 2.0713, loss: 2.0713, grad_norm: 6.9887 2020-08-15 21:52:23,653 - mmaction - INFO - Epoch [9][200/2505] lr: 3.750e-03, eta: 2 days, 0:46:36, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7734, loss_cls: 2.0204, loss: 2.0204, grad_norm: 6.8821 2020-08-15 21:52:39,127 - mmaction - INFO - Epoch [9][220/2505] lr: 3.750e-03, eta: 2 days, 0:46:23, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.4870, top5_acc: 0.7458, loss_cls: 2.1336, loss: 2.1336, grad_norm: 7.1237 2020-08-15 21:52:54,186 - mmaction - INFO - Epoch [9][240/2505] lr: 3.750e-03, eta: 2 days, 0:46:06, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7573, loss_cls: 2.0706, loss: 2.0706, grad_norm: 6.9084 2020-08-15 21:53:08,794 - mmaction - INFO - Epoch [9][260/2505] lr: 3.750e-03, eta: 2 days, 0:45:43, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7526, loss_cls: 2.0872, loss: 2.0872, grad_norm: 7.0105 2020-08-15 21:53:24,587 - mmaction - INFO - Epoch [9][280/2505] lr: 3.750e-03, eta: 2 days, 0:45:34, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0698, loss: 2.0698, grad_norm: 6.8340 2020-08-15 21:53:39,227 - mmaction - INFO - Epoch [9][300/2505] lr: 3.750e-03, eta: 2 days, 0:45:12, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7542, loss_cls: 2.0987, loss: 2.0987, grad_norm: 6.8928 2020-08-15 21:53:55,162 - mmaction - INFO - Epoch [9][320/2505] lr: 3.750e-03, eta: 2 days, 0:45:05, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7578, loss_cls: 2.0567, loss: 2.0567, grad_norm: 6.9562 2020-08-15 21:54:09,443 - mmaction - INFO - Epoch [9][340/2505] lr: 3.750e-03, eta: 2 days, 0:44:38, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7604, loss_cls: 2.0442, loss: 2.0442, grad_norm: 7.0782 2020-08-15 21:54:24,753 - mmaction - INFO - Epoch [9][360/2505] lr: 3.750e-03, eta: 2 days, 0:44:23, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7443, loss_cls: 2.1244, loss: 2.1244, grad_norm: 7.0004 2020-08-15 21:54:40,342 - mmaction - INFO - Epoch [9][380/2505] lr: 3.750e-03, eta: 2 days, 0:44:11, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.1593, loss: 2.1593, grad_norm: 7.2184 2020-08-15 21:54:55,778 - mmaction - INFO - Epoch [9][400/2505] lr: 3.750e-03, eta: 2 days, 0:43:59, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1292, loss: 2.1292, grad_norm: 6.9774 2020-08-15 21:55:10,470 - mmaction - INFO - Epoch [9][420/2505] lr: 3.750e-03, eta: 2 days, 0:43:37, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7521, loss_cls: 2.0985, loss: 2.0985, grad_norm: 6.9788 2020-08-15 21:55:26,373 - mmaction - INFO - Epoch [9][440/2505] lr: 3.750e-03, eta: 2 days, 0:43:30, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1079, loss: 2.1079, grad_norm: 7.0548 2020-08-15 21:55:42,138 - mmaction - INFO - Epoch [9][460/2505] lr: 3.750e-03, eta: 2 days, 0:43:20, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5089, top5_acc: 0.7526, loss_cls: 2.1115, loss: 2.1115, grad_norm: 7.1227 2020-08-15 21:55:57,766 - mmaction - INFO - Epoch [9][480/2505] lr: 3.750e-03, eta: 2 days, 0:43:09, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7365, loss_cls: 2.1225, loss: 2.1225, grad_norm: 7.0985 2020-08-15 21:56:12,226 - mmaction - INFO - Epoch [9][500/2505] lr: 3.750e-03, eta: 2 days, 0:42:45, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.4974, top5_acc: 0.7573, loss_cls: 2.1439, loss: 2.1439, grad_norm: 7.1510 2020-08-15 21:56:27,225 - mmaction - INFO - Epoch [9][520/2505] lr: 3.750e-03, eta: 2 days, 0:42:27, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7609, loss_cls: 2.0656, loss: 2.0656, grad_norm: 7.1278 2020-08-15 21:56:42,712 - mmaction - INFO - Epoch [9][540/2505] lr: 3.750e-03, eta: 2 days, 0:42:14, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7458, loss_cls: 2.1077, loss: 2.1077, grad_norm: 6.9728 2020-08-15 21:56:57,705 - mmaction - INFO - Epoch [9][560/2505] lr: 3.750e-03, eta: 2 days, 0:41:56, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7641, loss_cls: 2.0605, loss: 2.0605, grad_norm: 7.0562 2020-08-15 21:57:12,764 - mmaction - INFO - Epoch [9][580/2505] lr: 3.750e-03, eta: 2 days, 0:41:38, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5057, top5_acc: 0.7505, loss_cls: 2.1092, loss: 2.1092, grad_norm: 7.2014 2020-08-15 21:57:28,378 - mmaction - INFO - Epoch [9][600/2505] lr: 3.750e-03, eta: 2 days, 0:41:27, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.4901, top5_acc: 0.7594, loss_cls: 2.1209, loss: 2.1209, grad_norm: 7.2621 2020-08-15 21:57:43,425 - mmaction - INFO - Epoch [9][620/2505] lr: 3.750e-03, eta: 2 days, 0:41:10, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7646, loss_cls: 2.0729, loss: 2.0729, grad_norm: 7.0386 2020-08-15 21:57:58,393 - mmaction - INFO - Epoch [9][640/2505] lr: 3.750e-03, eta: 2 days, 0:40:51, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7604, loss_cls: 2.0799, loss: 2.0799, grad_norm: 7.1067 2020-08-15 21:58:14,154 - mmaction - INFO - Epoch [9][660/2505] lr: 3.750e-03, eta: 2 days, 0:40:42, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7552, loss_cls: 2.0654, loss: 2.0654, grad_norm: 6.9529 2020-08-15 21:58:29,030 - mmaction - INFO - Epoch [9][680/2505] lr: 3.750e-03, eta: 2 days, 0:40:22, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7531, loss_cls: 2.1520, loss: 2.1520, grad_norm: 7.2048 2020-08-15 21:58:43,935 - mmaction - INFO - Epoch [9][700/2505] lr: 3.750e-03, eta: 2 days, 0:40:04, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7651, loss_cls: 2.0874, loss: 2.0874, grad_norm: 7.0152 2020-08-15 21:58:59,101 - mmaction - INFO - Epoch [9][720/2505] lr: 3.750e-03, eta: 2 days, 0:39:47, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7573, loss_cls: 2.0633, loss: 2.0633, grad_norm: 6.9927 2020-08-15 21:59:13,858 - mmaction - INFO - Epoch [9][740/2505] lr: 3.750e-03, eta: 2 days, 0:39:26, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7474, loss_cls: 2.1089, loss: 2.1089, grad_norm: 7.0489 2020-08-15 21:59:28,935 - mmaction - INFO - Epoch [9][760/2505] lr: 3.750e-03, eta: 2 days, 0:39:09, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7786, loss_cls: 1.9771, loss: 1.9771, grad_norm: 6.8591 2020-08-15 21:59:43,856 - mmaction - INFO - Epoch [9][780/2505] lr: 3.750e-03, eta: 2 days, 0:38:50, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7396, loss_cls: 2.2056, loss: 2.2056, grad_norm: 7.3323 2020-08-15 21:59:58,869 - mmaction - INFO - Epoch [9][800/2505] lr: 3.750e-03, eta: 2 days, 0:38:32, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.5063, top5_acc: 0.7521, loss_cls: 2.1587, loss: 2.1587, grad_norm: 7.2035 2020-08-15 22:00:16,128 - mmaction - INFO - Epoch [9][820/2505] lr: 3.750e-03, eta: 2 days, 0:38:39, time: 0.861, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7536, loss_cls: 2.1371, loss: 2.1371, grad_norm: 7.1642 2020-08-15 22:00:30,114 - mmaction - INFO - Epoch [9][840/2505] lr: 3.750e-03, eta: 2 days, 0:38:10, time: 0.702, data_time: 0.012, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7521, loss_cls: 2.0508, loss: 2.0508, grad_norm: 6.9668 2020-08-15 22:00:45,843 - mmaction - INFO - Epoch [9][860/2505] lr: 3.750e-03, eta: 2 days, 0:38:00, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7417, loss_cls: 2.1434, loss: 2.1434, grad_norm: 7.1288 2020-08-15 22:01:00,362 - mmaction - INFO - Epoch [9][880/2505] lr: 3.750e-03, eta: 2 days, 0:37:37, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5177, top5_acc: 0.7589, loss_cls: 2.0718, loss: 2.0718, grad_norm: 6.9857 2020-08-15 22:01:15,552 - mmaction - INFO - Epoch [9][900/2505] lr: 3.750e-03, eta: 2 days, 0:37:21, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7479, loss_cls: 2.0686, loss: 2.0686, grad_norm: 7.0140 2020-08-15 22:01:30,899 - mmaction - INFO - Epoch [9][920/2505] lr: 3.750e-03, eta: 2 days, 0:37:07, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7437, loss_cls: 2.1486, loss: 2.1486, grad_norm: 7.1009 2020-08-15 22:01:46,832 - mmaction - INFO - Epoch [9][940/2505] lr: 3.750e-03, eta: 2 days, 0:36:59, time: 0.797, data_time: 0.003, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7521, loss_cls: 2.1316, loss: 2.1316, grad_norm: 7.1453 2020-08-15 22:02:01,042 - mmaction - INFO - Epoch [9][960/2505] lr: 3.750e-03, eta: 2 days, 0:36:32, time: 0.709, data_time: 0.004, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7484, loss_cls: 2.1432, loss: 2.1432, grad_norm: 7.0949 2020-08-15 22:02:16,719 - mmaction - INFO - Epoch [9][980/2505] lr: 3.750e-03, eta: 2 days, 0:36:22, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7385, loss_cls: 2.1790, loss: 2.1790, grad_norm: 7.1774 2020-08-15 22:02:31,644 - mmaction - INFO - Epoch [9][1000/2505] lr: 3.750e-03, eta: 2 days, 0:36:03, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1400, loss: 2.1400, grad_norm: 7.0710 2020-08-15 22:02:46,507 - mmaction - INFO - Epoch [9][1020/2505] lr: 3.750e-03, eta: 2 days, 0:35:44, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7359, loss_cls: 2.1675, loss: 2.1675, grad_norm: 7.0678 2020-08-15 22:03:01,275 - mmaction - INFO - Epoch [9][1040/2505] lr: 3.750e-03, eta: 2 days, 0:35:23, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7526, loss_cls: 2.0649, loss: 2.0649, grad_norm: 6.9268 2020-08-15 22:03:16,443 - mmaction - INFO - Epoch [9][1060/2505] lr: 3.750e-03, eta: 2 days, 0:35:07, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7479, loss_cls: 2.0990, loss: 2.0990, grad_norm: 7.2289 2020-08-15 22:03:31,294 - mmaction - INFO - Epoch [9][1080/2505] lr: 3.750e-03, eta: 2 days, 0:34:47, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7448, loss_cls: 2.1460, loss: 2.1460, grad_norm: 7.2348 2020-08-15 22:03:47,318 - mmaction - INFO - Epoch [9][1100/2505] lr: 3.750e-03, eta: 2 days, 0:34:41, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7583, loss_cls: 2.0630, loss: 2.0630, grad_norm: 7.0171 2020-08-15 22:04:02,573 - mmaction - INFO - Epoch [9][1120/2505] lr: 3.750e-03, eta: 2 days, 0:34:25, time: 0.763, data_time: 0.002, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7401, loss_cls: 2.1208, loss: 2.1208, grad_norm: 6.9342 2020-08-15 22:04:18,517 - mmaction - INFO - Epoch [9][1140/2505] lr: 3.750e-03, eta: 2 days, 0:34:18, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.5063, top5_acc: 0.7573, loss_cls: 2.0948, loss: 2.0948, grad_norm: 6.9763 2020-08-15 22:04:32,806 - mmaction - INFO - Epoch [9][1160/2505] lr: 3.750e-03, eta: 2 days, 0:33:52, time: 0.715, data_time: 0.003, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7620, loss_cls: 2.0790, loss: 2.0790, grad_norm: 7.0709 2020-08-15 22:04:48,106 - mmaction - INFO - Epoch [9][1180/2505] lr: 3.750e-03, eta: 2 days, 0:33:37, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7427, loss_cls: 2.1401, loss: 2.1401, grad_norm: 7.1738 2020-08-15 22:05:04,324 - mmaction - INFO - Epoch [9][1200/2505] lr: 3.750e-03, eta: 2 days, 0:33:32, time: 0.812, data_time: 0.007, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7552, loss_cls: 2.0725, loss: 2.0725, grad_norm: 7.0434 2020-08-15 22:05:18,278 - mmaction - INFO - Epoch [9][1220/2505] lr: 3.750e-03, eta: 2 days, 0:33:03, time: 0.699, data_time: 0.003, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0266, loss: 2.0266, grad_norm: 7.1821 2020-08-15 22:05:33,215 - mmaction - INFO - Epoch [9][1240/2505] lr: 3.750e-03, eta: 2 days, 0:32:45, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7734, loss_cls: 2.0017, loss: 2.0017, grad_norm: 6.9335 2020-08-15 22:05:48,851 - mmaction - INFO - Epoch [9][1260/2505] lr: 3.750e-03, eta: 2 days, 0:32:34, time: 0.781, data_time: 0.001, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7536, loss_cls: 2.0750, loss: 2.0750, grad_norm: 7.1118 2020-08-15 22:06:03,292 - mmaction - INFO - Epoch [9][1280/2505] lr: 3.750e-03, eta: 2 days, 0:32:10, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7641, loss_cls: 2.0856, loss: 2.0856, grad_norm: 7.1898 2020-08-15 22:06:18,539 - mmaction - INFO - Epoch [9][1300/2505] lr: 3.750e-03, eta: 2 days, 0:31:54, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7495, loss_cls: 2.1361, loss: 2.1361, grad_norm: 6.9605 2020-08-15 22:06:34,032 - mmaction - INFO - Epoch [9][1320/2505] lr: 3.750e-03, eta: 2 days, 0:31:42, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7547, loss_cls: 2.0828, loss: 2.0828, grad_norm: 7.0880 2020-08-15 22:06:48,840 - mmaction - INFO - Epoch [9][1340/2505] lr: 3.750e-03, eta: 2 days, 0:31:22, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7510, loss_cls: 2.0939, loss: 2.0939, grad_norm: 7.1250 2020-08-15 22:07:04,439 - mmaction - INFO - Epoch [9][1360/2505] lr: 3.750e-03, eta: 2 days, 0:31:10, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7339, loss_cls: 2.1767, loss: 2.1767, grad_norm: 7.1657 2020-08-15 22:07:18,957 - mmaction - INFO - Epoch [9][1380/2505] lr: 3.750e-03, eta: 2 days, 0:30:47, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7536, loss_cls: 2.0922, loss: 2.0922, grad_norm: 7.1075 2020-08-15 22:07:34,779 - mmaction - INFO - Epoch [9][1400/2505] lr: 3.750e-03, eta: 2 days, 0:30:38, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7474, loss_cls: 2.1404, loss: 2.1404, grad_norm: 7.1043 2020-08-15 22:07:49,425 - mmaction - INFO - Epoch [9][1420/2505] lr: 3.750e-03, eta: 2 days, 0:30:16, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5073, top5_acc: 0.7406, loss_cls: 2.1587, loss: 2.1587, grad_norm: 7.0592 2020-08-15 22:08:05,099 - mmaction - INFO - Epoch [9][1440/2505] lr: 3.750e-03, eta: 2 days, 0:30:06, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7510, loss_cls: 2.1135, loss: 2.1135, grad_norm: 6.9420 2020-08-15 22:08:20,439 - mmaction - INFO - Epoch [9][1460/2505] lr: 3.750e-03, eta: 2 days, 0:29:51, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7443, loss_cls: 2.1188, loss: 2.1188, grad_norm: 7.1230 2020-08-15 22:08:35,105 - mmaction - INFO - Epoch [9][1480/2505] lr: 3.750e-03, eta: 2 days, 0:29:30, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2110, loss: 2.2110, grad_norm: 7.1372 2020-08-15 22:08:50,921 - mmaction - INFO - Epoch [9][1500/2505] lr: 3.750e-03, eta: 2 days, 0:29:20, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7719, loss_cls: 2.0420, loss: 2.0420, grad_norm: 6.9887 2020-08-15 22:09:05,812 - mmaction - INFO - Epoch [9][1520/2505] lr: 3.750e-03, eta: 2 days, 0:29:02, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7609, loss_cls: 2.0681, loss: 2.0681, grad_norm: 7.1023 2020-08-15 22:09:21,222 - mmaction - INFO - Epoch [9][1540/2505] lr: 3.750e-03, eta: 2 days, 0:28:48, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7401, loss_cls: 2.1171, loss: 2.1171, grad_norm: 7.1012 2020-08-15 22:09:36,327 - mmaction - INFO - Epoch [9][1560/2505] lr: 3.750e-03, eta: 2 days, 0:28:31, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7583, loss_cls: 2.0715, loss: 2.0715, grad_norm: 6.9854 2020-08-15 22:09:51,500 - mmaction - INFO - Epoch [9][1580/2505] lr: 3.750e-03, eta: 2 days, 0:28:16, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7505, loss_cls: 2.0976, loss: 2.0976, grad_norm: 7.0942 2020-08-15 22:10:07,812 - mmaction - INFO - Epoch [9][1600/2505] lr: 3.750e-03, eta: 2 days, 0:28:12, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7375, loss_cls: 2.1830, loss: 2.1830, grad_norm: 7.2979 2020-08-15 22:10:21,827 - mmaction - INFO - Epoch [9][1620/2505] lr: 3.750e-03, eta: 2 days, 0:27:43, time: 0.701, data_time: 0.002, memory: 8343, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.1498, loss: 2.1498, grad_norm: 7.2065 2020-08-15 22:10:36,886 - mmaction - INFO - Epoch [9][1640/2505] lr: 3.750e-03, eta: 2 days, 0:27:26, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5036, top5_acc: 0.7536, loss_cls: 2.1601, loss: 2.1601, grad_norm: 7.0900 2020-08-15 22:10:52,658 - mmaction - INFO - Epoch [9][1660/2505] lr: 3.750e-03, eta: 2 days, 0:27:16, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.4979, top5_acc: 0.7510, loss_cls: 2.1533, loss: 2.1533, grad_norm: 7.1016 2020-08-15 22:11:07,888 - mmaction - INFO - Epoch [9][1680/2505] lr: 3.750e-03, eta: 2 days, 0:27:00, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7677, loss_cls: 2.0288, loss: 2.0288, grad_norm: 6.9671 2020-08-15 22:11:22,979 - mmaction - INFO - Epoch [9][1700/2505] lr: 3.750e-03, eta: 2 days, 0:26:44, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7526, loss_cls: 2.0895, loss: 2.0895, grad_norm: 7.1476 2020-08-15 22:11:37,786 - mmaction - INFO - Epoch [9][1720/2505] lr: 3.750e-03, eta: 2 days, 0:26:24, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.4958, top5_acc: 0.7391, loss_cls: 2.1789, loss: 2.1789, grad_norm: 7.2785 2020-08-15 22:11:53,859 - mmaction - INFO - Epoch [9][1740/2505] lr: 3.750e-03, eta: 2 days, 0:26:17, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7490, loss_cls: 2.0966, loss: 2.0966, grad_norm: 7.0417 2020-08-15 22:12:08,189 - mmaction - INFO - Epoch [9][1760/2505] lr: 3.750e-03, eta: 2 days, 0:25:52, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7474, loss_cls: 2.1351, loss: 2.1351, grad_norm: 7.0003 2020-08-15 22:12:22,894 - mmaction - INFO - Epoch [9][1780/2505] lr: 3.750e-03, eta: 2 days, 0:25:31, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7563, loss_cls: 2.1190, loss: 2.1190, grad_norm: 7.1921 2020-08-15 22:12:38,180 - mmaction - INFO - Epoch [9][1800/2505] lr: 3.750e-03, eta: 2 days, 0:25:17, time: 0.766, data_time: 0.003, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7432, loss_cls: 2.1186, loss: 2.1186, grad_norm: 7.0659 2020-08-15 22:12:53,031 - mmaction - INFO - Epoch [9][1820/2505] lr: 3.750e-03, eta: 2 days, 0:24:57, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7620, loss_cls: 2.0835, loss: 2.0835, grad_norm: 7.0544 2020-08-15 22:13:08,379 - mmaction - INFO - Epoch [9][1840/2505] lr: 3.750e-03, eta: 2 days, 0:24:43, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7464, loss_cls: 2.1162, loss: 2.1162, grad_norm: 7.2355 2020-08-15 22:13:23,744 - mmaction - INFO - Epoch [9][1860/2505] lr: 3.750e-03, eta: 2 days, 0:24:29, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7432, loss_cls: 2.1585, loss: 2.1585, grad_norm: 7.0720 2020-08-15 22:13:38,409 - mmaction - INFO - Epoch [9][1880/2505] lr: 3.750e-03, eta: 2 days, 0:24:08, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.4911, top5_acc: 0.7359, loss_cls: 2.1861, loss: 2.1861, grad_norm: 7.1032 2020-08-15 22:13:54,035 - mmaction - INFO - Epoch [9][1900/2505] lr: 3.750e-03, eta: 2 days, 0:23:56, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7578, loss_cls: 2.0040, loss: 2.0040, grad_norm: 6.7922 2020-08-15 22:14:09,054 - mmaction - INFO - Epoch [9][1920/2505] lr: 3.750e-03, eta: 2 days, 0:23:39, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7505, loss_cls: 2.1136, loss: 2.1136, grad_norm: 7.0641 2020-08-15 22:14:23,948 - mmaction - INFO - Epoch [9][1940/2505] lr: 3.750e-03, eta: 2 days, 0:23:20, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7437, loss_cls: 2.1257, loss: 2.1257, grad_norm: 7.1249 2020-08-15 22:14:38,835 - mmaction - INFO - Epoch [9][1960/2505] lr: 3.750e-03, eta: 2 days, 0:23:01, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7490, loss_cls: 2.0747, loss: 2.0747, grad_norm: 6.9947 2020-08-15 22:14:53,565 - mmaction - INFO - Epoch [9][1980/2505] lr: 3.750e-03, eta: 2 days, 0:22:41, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7500, loss_cls: 2.1008, loss: 2.1008, grad_norm: 7.0103 2020-08-15 22:15:10,336 - mmaction - INFO - Epoch [9][2000/2505] lr: 3.750e-03, eta: 2 days, 0:22:41, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7552, loss_cls: 2.0574, loss: 2.0574, grad_norm: 6.9505 2020-08-15 22:15:25,378 - mmaction - INFO - Epoch [9][2020/2505] lr: 3.750e-03, eta: 2 days, 0:22:24, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7604, loss_cls: 2.0732, loss: 2.0732, grad_norm: 7.2322 2020-08-15 22:15:39,660 - mmaction - INFO - Epoch [9][2040/2505] lr: 3.750e-03, eta: 2 days, 0:21:58, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7495, loss_cls: 2.1175, loss: 2.1175, grad_norm: 7.0482 2020-08-15 22:15:54,797 - mmaction - INFO - Epoch [9][2060/2505] lr: 3.750e-03, eta: 2 days, 0:21:42, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7698, loss_cls: 2.0343, loss: 2.0343, grad_norm: 6.8850 2020-08-15 22:16:10,123 - mmaction - INFO - Epoch [9][2080/2505] lr: 3.750e-03, eta: 2 days, 0:21:27, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0980, loss: 2.0980, grad_norm: 7.1301 2020-08-15 22:16:25,371 - mmaction - INFO - Epoch [9][2100/2505] lr: 3.750e-03, eta: 2 days, 0:21:12, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7505, loss_cls: 2.1056, loss: 2.1056, grad_norm: 6.9901 2020-08-15 22:16:41,212 - mmaction - INFO - Epoch [9][2120/2505] lr: 3.750e-03, eta: 2 days, 0:21:03, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7443, loss_cls: 2.1240, loss: 2.1240, grad_norm: 7.1176 2020-08-15 22:16:56,609 - mmaction - INFO - Epoch [9][2140/2505] lr: 3.750e-03, eta: 2 days, 0:20:49, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7734, loss_cls: 2.0163, loss: 2.0163, grad_norm: 7.0189 2020-08-15 22:17:11,207 - mmaction - INFO - Epoch [9][2160/2505] lr: 3.750e-03, eta: 2 days, 0:20:28, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7599, loss_cls: 2.0569, loss: 2.0569, grad_norm: 7.0757 2020-08-15 22:17:26,944 - mmaction - INFO - Epoch [9][2180/2505] lr: 3.750e-03, eta: 2 days, 0:20:18, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7568, loss_cls: 2.0414, loss: 2.0414, grad_norm: 6.9160 2020-08-15 22:17:41,306 - mmaction - INFO - Epoch [9][2200/2505] lr: 3.750e-03, eta: 2 days, 0:19:53, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7568, loss_cls: 2.1010, loss: 2.1010, grad_norm: 7.0235 2020-08-15 22:17:56,425 - mmaction - INFO - Epoch [9][2220/2505] lr: 3.750e-03, eta: 2 days, 0:19:37, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7417, loss_cls: 2.1777, loss: 2.1777, grad_norm: 7.1234 2020-08-15 22:18:11,199 - mmaction - INFO - Epoch [9][2240/2505] lr: 3.750e-03, eta: 2 days, 0:19:16, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7505, loss_cls: 2.1242, loss: 2.1242, grad_norm: 7.1663 2020-08-15 22:18:26,952 - mmaction - INFO - Epoch [9][2260/2505] lr: 3.750e-03, eta: 2 days, 0:19:07, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7552, loss_cls: 2.1364, loss: 2.1364, grad_norm: 7.2175 2020-08-15 22:18:42,174 - mmaction - INFO - Epoch [9][2280/2505] lr: 3.750e-03, eta: 2 days, 0:18:51, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7599, loss_cls: 2.1029, loss: 2.1029, grad_norm: 7.0812 2020-08-15 22:18:56,901 - mmaction - INFO - Epoch [9][2300/2505] lr: 3.750e-03, eta: 2 days, 0:18:30, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5042, top5_acc: 0.7516, loss_cls: 2.1276, loss: 2.1276, grad_norm: 7.1498 2020-08-15 22:19:12,489 - mmaction - INFO - Epoch [9][2320/2505] lr: 3.750e-03, eta: 2 days, 0:18:19, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7474, loss_cls: 2.1401, loss: 2.1401, grad_norm: 6.9160 2020-08-15 22:19:27,543 - mmaction - INFO - Epoch [9][2340/2505] lr: 3.750e-03, eta: 2 days, 0:18:01, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7620, loss_cls: 2.0694, loss: 2.0694, grad_norm: 7.0850 2020-08-15 22:19:42,480 - mmaction - INFO - Epoch [9][2360/2505] lr: 3.750e-03, eta: 2 days, 0:17:43, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7656, loss_cls: 2.0935, loss: 2.0935, grad_norm: 7.0706 2020-08-15 22:19:57,646 - mmaction - INFO - Epoch [9][2380/2505] lr: 3.750e-03, eta: 2 days, 0:17:27, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.4995, top5_acc: 0.7448, loss_cls: 2.1766, loss: 2.1766, grad_norm: 7.2132 2020-08-15 22:20:12,681 - mmaction - INFO - Epoch [9][2400/2505] lr: 3.750e-03, eta: 2 days, 0:17:09, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5177, top5_acc: 0.7510, loss_cls: 2.0736, loss: 2.0736, grad_norm: 7.0852 2020-08-15 22:20:27,575 - mmaction - INFO - Epoch [9][2420/2505] lr: 3.750e-03, eta: 2 days, 0:16:51, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7505, loss_cls: 2.1484, loss: 2.1484, grad_norm: 7.3030 2020-08-15 22:20:42,768 - mmaction - INFO - Epoch [9][2440/2505] lr: 3.750e-03, eta: 2 days, 0:16:35, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7557, loss_cls: 2.0846, loss: 2.0846, grad_norm: 7.0987 2020-08-15 22:20:57,479 - mmaction - INFO - Epoch [9][2460/2505] lr: 3.750e-03, eta: 2 days, 0:16:14, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7443, loss_cls: 2.1477, loss: 2.1477, grad_norm: 7.2940 2020-08-15 22:21:12,454 - mmaction - INFO - Epoch [9][2480/2505] lr: 3.750e-03, eta: 2 days, 0:15:57, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7500, loss_cls: 2.0498, loss: 2.0498, grad_norm: 6.8809 2020-08-15 22:21:27,430 - mmaction - INFO - Epoch [9][2500/2505] lr: 3.750e-03, eta: 2 days, 0:15:38, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7594, loss_cls: 2.1023, loss: 2.1023, grad_norm: 6.9842 2020-08-15 22:21:31,380 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-08-15 22:21:56,263 - mmaction - INFO - Epoch [10][20/2505] lr: 3.750e-03, eta: 2 days, 0:16:12, time: 1.216, data_time: 0.599, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7646, loss_cls: 1.9902, loss: 1.9902, grad_norm: 6.7838 2020-08-15 22:22:09,435 - mmaction - INFO - Epoch [10][40/2505] lr: 3.750e-03, eta: 2 days, 0:15:36, time: 0.659, data_time: 0.002, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7724, loss_cls: 2.0150, loss: 2.0150, grad_norm: 6.8718 2020-08-15 22:22:24,213 - mmaction - INFO - Epoch [10][60/2505] lr: 3.750e-03, eta: 2 days, 0:15:16, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7604, loss_cls: 2.0935, loss: 2.0935, grad_norm: 7.1297 2020-08-15 22:22:38,578 - mmaction - INFO - Epoch [10][80/2505] lr: 3.750e-03, eta: 2 days, 0:14:52, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7630, loss_cls: 2.0513, loss: 2.0513, grad_norm: 7.0007 2020-08-15 22:22:53,781 - mmaction - INFO - Epoch [10][100/2505] lr: 3.750e-03, eta: 2 days, 0:14:36, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7599, loss_cls: 2.0567, loss: 2.0567, grad_norm: 6.9789 2020-08-15 22:23:08,544 - mmaction - INFO - Epoch [10][120/2505] lr: 3.750e-03, eta: 2 days, 0:14:16, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7557, loss_cls: 2.0764, loss: 2.0764, grad_norm: 7.1764 2020-08-15 22:23:24,579 - mmaction - INFO - Epoch [10][140/2505] lr: 3.750e-03, eta: 2 days, 0:14:09, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7693, loss_cls: 2.0240, loss: 2.0240, grad_norm: 6.9834 2020-08-15 22:23:38,609 - mmaction - INFO - Epoch [10][160/2505] lr: 3.750e-03, eta: 2 days, 0:13:42, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7589, loss_cls: 2.1318, loss: 2.1318, grad_norm: 7.1419 2020-08-15 22:23:53,509 - mmaction - INFO - Epoch [10][180/2505] lr: 3.750e-03, eta: 2 days, 0:13:22, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7630, loss_cls: 2.0494, loss: 2.0494, grad_norm: 7.0263 2020-08-15 22:24:08,368 - mmaction - INFO - Epoch [10][200/2505] lr: 3.750e-03, eta: 2 days, 0:13:04, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7573, loss_cls: 2.0963, loss: 2.0963, grad_norm: 7.1708 2020-08-15 22:24:24,767 - mmaction - INFO - Epoch [10][220/2505] lr: 3.750e-03, eta: 2 days, 0:13:00, time: 0.818, data_time: 0.004, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7589, loss_cls: 2.0867, loss: 2.0867, grad_norm: 7.0935 2020-08-15 22:24:39,205 - mmaction - INFO - Epoch [10][240/2505] lr: 3.750e-03, eta: 2 days, 0:12:37, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5401, top5_acc: 0.7625, loss_cls: 2.0445, loss: 2.0445, grad_norm: 6.9602 2020-08-15 22:24:54,577 - mmaction - INFO - Epoch [10][260/2505] lr: 3.750e-03, eta: 2 days, 0:12:23, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7521, loss_cls: 2.0523, loss: 2.0523, grad_norm: 7.0568 2020-08-15 22:25:09,251 - mmaction - INFO - Epoch [10][280/2505] lr: 3.750e-03, eta: 2 days, 0:12:02, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7760, loss_cls: 1.9668, loss: 1.9668, grad_norm: 6.8860 2020-08-15 22:25:24,495 - mmaction - INFO - Epoch [10][300/2505] lr: 3.750e-03, eta: 2 days, 0:11:46, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7667, loss_cls: 2.0151, loss: 2.0151, grad_norm: 6.9061 2020-08-15 22:25:40,859 - mmaction - INFO - Epoch [10][320/2505] lr: 3.750e-03, eta: 2 days, 0:11:43, time: 0.822, data_time: 0.007, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7354, loss_cls: 2.1360, loss: 2.1360, grad_norm: 7.1088 2020-08-15 22:25:55,167 - mmaction - INFO - Epoch [10][340/2505] lr: 3.750e-03, eta: 2 days, 0:11:18, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7625, loss_cls: 2.0447, loss: 2.0447, grad_norm: 7.0127 2020-08-15 22:26:10,242 - mmaction - INFO - Epoch [10][360/2505] lr: 3.750e-03, eta: 2 days, 0:11:01, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7573, loss_cls: 2.0208, loss: 2.0208, grad_norm: 6.8405 2020-08-15 22:26:27,612 - mmaction - INFO - Epoch [10][380/2505] lr: 3.750e-03, eta: 2 days, 0:11:07, time: 0.869, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7646, loss_cls: 2.0750, loss: 2.0750, grad_norm: 6.9880 2020-08-15 22:26:41,467 - mmaction - INFO - Epoch [10][400/2505] lr: 3.750e-03, eta: 2 days, 0:10:37, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7573, loss_cls: 2.0716, loss: 2.0716, grad_norm: 6.9878 2020-08-15 22:26:56,777 - mmaction - INFO - Epoch [10][420/2505] lr: 3.750e-03, eta: 2 days, 0:10:24, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7589, loss_cls: 2.0934, loss: 2.0934, grad_norm: 7.2613 2020-08-15 22:27:11,521 - mmaction - INFO - Epoch [10][440/2505] lr: 3.750e-03, eta: 2 days, 0:10:03, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7526, loss_cls: 2.0753, loss: 2.0753, grad_norm: 7.2751 2020-08-15 22:27:27,175 - mmaction - INFO - Epoch [10][460/2505] lr: 3.750e-03, eta: 2 days, 0:09:52, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7552, loss_cls: 2.0489, loss: 2.0489, grad_norm: 6.9582 2020-08-15 22:27:42,767 - mmaction - INFO - Epoch [10][480/2505] lr: 3.750e-03, eta: 2 days, 0:09:40, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7609, loss_cls: 2.0195, loss: 2.0195, grad_norm: 6.9001 2020-08-15 22:27:58,154 - mmaction - INFO - Epoch [10][500/2505] lr: 3.750e-03, eta: 2 days, 0:09:26, time: 0.770, data_time: 0.008, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0697, loss: 2.0697, grad_norm: 7.1314 2020-08-15 22:28:13,124 - mmaction - INFO - Epoch [10][520/2505] lr: 3.750e-03, eta: 2 days, 0:09:09, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5177, top5_acc: 0.7635, loss_cls: 2.0772, loss: 2.0772, grad_norm: 7.0224 2020-08-15 22:28:27,730 - mmaction - INFO - Epoch [10][540/2505] lr: 3.750e-03, eta: 2 days, 0:08:47, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0309, loss: 2.0309, grad_norm: 7.0411 2020-08-15 22:28:42,568 - mmaction - INFO - Epoch [10][560/2505] lr: 3.750e-03, eta: 2 days, 0:08:28, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7734, loss_cls: 1.9516, loss: 1.9516, grad_norm: 6.9943 2020-08-15 22:28:57,638 - mmaction - INFO - Epoch [10][580/2505] lr: 3.750e-03, eta: 2 days, 0:08:11, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7615, loss_cls: 2.0533, loss: 2.0533, grad_norm: 7.1146 2020-08-15 22:29:12,495 - mmaction - INFO - Epoch [10][600/2505] lr: 3.750e-03, eta: 2 days, 0:07:51, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7594, loss_cls: 2.0668, loss: 2.0668, grad_norm: 7.0696 2020-08-15 22:29:28,110 - mmaction - INFO - Epoch [10][620/2505] lr: 3.750e-03, eta: 2 days, 0:07:40, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7599, loss_cls: 2.1186, loss: 2.1186, grad_norm: 7.2962 2020-08-15 22:29:43,256 - mmaction - INFO - Epoch [10][640/2505] lr: 3.750e-03, eta: 2 days, 0:07:24, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7630, loss_cls: 2.0095, loss: 2.0095, grad_norm: 7.0337 2020-08-15 22:29:57,830 - mmaction - INFO - Epoch [10][660/2505] lr: 3.750e-03, eta: 2 days, 0:07:02, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7552, loss_cls: 2.0757, loss: 2.0757, grad_norm: 7.1308 2020-08-15 22:30:13,210 - mmaction - INFO - Epoch [10][680/2505] lr: 3.750e-03, eta: 2 days, 0:06:48, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7521, loss_cls: 2.0546, loss: 2.0546, grad_norm: 7.0047 2020-08-15 22:30:28,562 - mmaction - INFO - Epoch [10][700/2505] lr: 3.750e-03, eta: 2 days, 0:06:34, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7599, loss_cls: 2.1000, loss: 2.1000, grad_norm: 7.1722 2020-08-15 22:30:44,192 - mmaction - INFO - Epoch [10][720/2505] lr: 3.750e-03, eta: 2 days, 0:06:22, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7510, loss_cls: 2.1235, loss: 2.1235, grad_norm: 7.2614 2020-08-15 22:30:58,489 - mmaction - INFO - Epoch [10][740/2505] lr: 3.750e-03, eta: 2 days, 0:05:58, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.0634, loss: 2.0634, grad_norm: 7.0771 2020-08-15 22:31:13,793 - mmaction - INFO - Epoch [10][760/2505] lr: 3.750e-03, eta: 2 days, 0:05:43, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7724, loss_cls: 2.0258, loss: 2.0258, grad_norm: 7.2188 2020-08-15 22:31:28,756 - mmaction - INFO - Epoch [10][780/2505] lr: 3.750e-03, eta: 2 days, 0:05:26, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7510, loss_cls: 2.1020, loss: 2.1020, grad_norm: 7.0950 2020-08-15 22:31:44,105 - mmaction - INFO - Epoch [10][800/2505] lr: 3.750e-03, eta: 2 days, 0:05:11, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7568, loss_cls: 2.0899, loss: 2.0899, grad_norm: 7.1872 2020-08-15 22:31:59,159 - mmaction - INFO - Epoch [10][820/2505] lr: 3.750e-03, eta: 2 days, 0:04:54, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7615, loss_cls: 2.0322, loss: 2.0322, grad_norm: 7.0138 2020-08-15 22:32:14,589 - mmaction - INFO - Epoch [10][840/2505] lr: 3.750e-03, eta: 2 days, 0:04:41, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7589, loss_cls: 2.0262, loss: 2.0262, grad_norm: 6.9917 2020-08-15 22:32:30,942 - mmaction - INFO - Epoch [10][860/2505] lr: 3.750e-03, eta: 2 days, 0:04:36, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7427, loss_cls: 2.1037, loss: 2.1037, grad_norm: 7.2022 2020-08-15 22:32:44,973 - mmaction - INFO - Epoch [10][880/2505] lr: 3.750e-03, eta: 2 days, 0:04:10, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7839, loss_cls: 2.0071, loss: 2.0071, grad_norm: 7.1052 2020-08-15 22:33:00,159 - mmaction - INFO - Epoch [10][900/2505] lr: 3.750e-03, eta: 2 days, 0:03:53, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7620, loss_cls: 2.0597, loss: 2.0597, grad_norm: 7.1434 2020-08-15 22:33:15,198 - mmaction - INFO - Epoch [10][920/2505] lr: 3.750e-03, eta: 2 days, 0:03:36, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 2.0012, loss: 2.0012, grad_norm: 7.0723 2020-08-15 22:33:30,427 - mmaction - INFO - Epoch [10][940/2505] lr: 3.750e-03, eta: 2 days, 0:03:21, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7547, loss_cls: 2.0749, loss: 2.0749, grad_norm: 7.0941 2020-08-15 22:33:44,934 - mmaction - INFO - Epoch [10][960/2505] lr: 3.750e-03, eta: 2 days, 0:02:59, time: 0.726, data_time: 0.003, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7542, loss_cls: 2.0398, loss: 2.0398, grad_norm: 7.0045 2020-08-15 22:33:59,642 - mmaction - INFO - Epoch [10][980/2505] lr: 3.750e-03, eta: 2 days, 0:02:38, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7479, loss_cls: 2.1252, loss: 2.1252, grad_norm: 7.1412 2020-08-15 22:34:14,918 - mmaction - INFO - Epoch [10][1000/2505] lr: 3.750e-03, eta: 2 days, 0:02:23, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1634, loss: 2.1634, grad_norm: 7.1599 2020-08-15 22:34:30,371 - mmaction - INFO - Epoch [10][1020/2505] lr: 3.750e-03, eta: 2 days, 0:02:10, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7635, loss_cls: 2.0275, loss: 2.0275, grad_norm: 7.0055 2020-08-15 22:34:45,193 - mmaction - INFO - Epoch [10][1040/2505] lr: 3.750e-03, eta: 2 days, 0:01:51, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7526, loss_cls: 2.1331, loss: 2.1331, grad_norm: 7.1947 2020-08-15 22:35:00,167 - mmaction - INFO - Epoch [10][1060/2505] lr: 3.750e-03, eta: 2 days, 0:01:33, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7609, loss_cls: 2.0676, loss: 2.0676, grad_norm: 7.0888 2020-08-15 22:35:14,919 - mmaction - INFO - Epoch [10][1080/2505] lr: 3.750e-03, eta: 2 days, 0:01:13, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7479, loss_cls: 2.1270, loss: 2.1270, grad_norm: 7.2570 2020-08-15 22:35:30,148 - mmaction - INFO - Epoch [10][1100/2505] lr: 3.750e-03, eta: 2 days, 0:00:58, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7547, loss_cls: 2.1035, loss: 2.1035, grad_norm: 7.2348 2020-08-15 22:35:45,589 - mmaction - INFO - Epoch [10][1120/2505] lr: 3.750e-03, eta: 2 days, 0:00:44, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.4896, top5_acc: 0.7495, loss_cls: 2.1060, loss: 2.1060, grad_norm: 7.2637 2020-08-15 22:36:00,214 - mmaction - INFO - Epoch [10][1140/2505] lr: 3.750e-03, eta: 2 days, 0:00:24, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7437, loss_cls: 2.1516, loss: 2.1516, grad_norm: 7.2673 2020-08-15 22:36:15,557 - mmaction - INFO - Epoch [10][1160/2505] lr: 3.750e-03, eta: 2 days, 0:00:09, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7458, loss_cls: 2.1351, loss: 2.1351, grad_norm: 7.1127 2020-08-15 22:36:30,508 - mmaction - INFO - Epoch [10][1180/2505] lr: 3.750e-03, eta: 1 day, 23:59:51, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7672, loss_cls: 1.9839, loss: 1.9839, grad_norm: 6.9998 2020-08-15 22:36:45,779 - mmaction - INFO - Epoch [10][1200/2505] lr: 3.750e-03, eta: 1 day, 23:59:36, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7687, loss_cls: 1.9913, loss: 1.9913, grad_norm: 6.9674 2020-08-15 22:37:01,402 - mmaction - INFO - Epoch [10][1220/2505] lr: 3.750e-03, eta: 1 day, 23:59:24, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.4948, top5_acc: 0.7453, loss_cls: 2.1746, loss: 2.1746, grad_norm: 7.2935 2020-08-15 22:37:15,821 - mmaction - INFO - Epoch [10][1240/2505] lr: 3.750e-03, eta: 1 day, 23:59:02, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7714, loss_cls: 2.0156, loss: 2.0156, grad_norm: 7.0129 2020-08-15 22:37:30,655 - mmaction - INFO - Epoch [10][1260/2505] lr: 3.750e-03, eta: 1 day, 23:58:43, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7448, loss_cls: 2.1326, loss: 2.1326, grad_norm: 7.1891 2020-08-15 22:37:46,240 - mmaction - INFO - Epoch [10][1280/2505] lr: 3.750e-03, eta: 1 day, 23:58:30, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7693, loss_cls: 1.9797, loss: 1.9797, grad_norm: 6.8477 2020-08-15 22:38:00,739 - mmaction - INFO - Epoch [10][1300/2505] lr: 3.750e-03, eta: 1 day, 23:58:08, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7552, loss_cls: 2.1052, loss: 2.1052, grad_norm: 7.1837 2020-08-15 22:38:15,967 - mmaction - INFO - Epoch [10][1320/2505] lr: 3.750e-03, eta: 1 day, 23:57:52, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.5073, top5_acc: 0.7609, loss_cls: 2.0154, loss: 2.0154, grad_norm: 7.1725 2020-08-15 22:38:31,006 - mmaction - INFO - Epoch [10][1340/2505] lr: 3.750e-03, eta: 1 day, 23:57:36, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7630, loss_cls: 2.0470, loss: 2.0470, grad_norm: 6.9426 2020-08-15 22:38:45,971 - mmaction - INFO - Epoch [10][1360/2505] lr: 3.750e-03, eta: 1 day, 23:57:18, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7365, loss_cls: 2.1565, loss: 2.1565, grad_norm: 7.2672 2020-08-15 22:39:00,908 - mmaction - INFO - Epoch [10][1380/2505] lr: 3.750e-03, eta: 1 day, 23:57:00, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7490, loss_cls: 2.1168, loss: 2.1168, grad_norm: 6.9887 2020-08-15 22:39:15,974 - mmaction - INFO - Epoch [10][1400/2505] lr: 3.750e-03, eta: 1 day, 23:56:43, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7578, loss_cls: 2.0910, loss: 2.0910, grad_norm: 7.1090 2020-08-15 22:39:31,052 - mmaction - INFO - Epoch [10][1420/2505] lr: 3.750e-03, eta: 1 day, 23:56:26, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5083, top5_acc: 0.7484, loss_cls: 2.1257, loss: 2.1257, grad_norm: 7.2766 2020-08-15 22:39:47,186 - mmaction - INFO - Epoch [10][1440/2505] lr: 3.750e-03, eta: 1 day, 23:56:19, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7708, loss_cls: 2.0585, loss: 2.0585, grad_norm: 7.1128 2020-08-15 22:40:01,426 - mmaction - INFO - Epoch [10][1460/2505] lr: 3.750e-03, eta: 1 day, 23:55:55, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7750, loss_cls: 2.0253, loss: 2.0253, grad_norm: 7.1372 2020-08-15 22:40:16,527 - mmaction - INFO - Epoch [10][1480/2505] lr: 3.750e-03, eta: 1 day, 23:55:38, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.0988, loss: 2.0988, grad_norm: 7.0037 2020-08-15 22:40:31,568 - mmaction - INFO - Epoch [10][1500/2505] lr: 3.750e-03, eta: 1 day, 23:55:21, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5026, top5_acc: 0.7578, loss_cls: 2.0773, loss: 2.0773, grad_norm: 7.0175 2020-08-15 22:40:46,477 - mmaction - INFO - Epoch [10][1520/2505] lr: 3.750e-03, eta: 1 day, 23:55:03, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.4906, top5_acc: 0.7583, loss_cls: 2.1702, loss: 2.1702, grad_norm: 7.2829 2020-08-15 22:41:01,673 - mmaction - INFO - Epoch [10][1540/2505] lr: 3.750e-03, eta: 1 day, 23:54:47, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7609, loss_cls: 2.0537, loss: 2.0537, grad_norm: 7.1798 2020-08-15 22:41:17,472 - mmaction - INFO - Epoch [10][1560/2505] lr: 3.750e-03, eta: 1 day, 23:54:37, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7615, loss_cls: 2.0703, loss: 2.0703, grad_norm: 7.1303 2020-08-15 22:41:31,617 - mmaction - INFO - Epoch [10][1580/2505] lr: 3.750e-03, eta: 1 day, 23:54:12, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7521, loss_cls: 2.0860, loss: 2.0860, grad_norm: 7.1827 2020-08-15 22:41:48,238 - mmaction - INFO - Epoch [10][1600/2505] lr: 3.750e-03, eta: 1 day, 23:54:10, time: 0.832, data_time: 0.007, memory: 8343, top1_acc: 0.5063, top5_acc: 0.7667, loss_cls: 2.0502, loss: 2.0502, grad_norm: 7.1825 2020-08-15 22:42:02,673 - mmaction - INFO - Epoch [10][1620/2505] lr: 3.750e-03, eta: 1 day, 23:53:47, time: 0.722, data_time: 0.003, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7562, loss_cls: 2.0846, loss: 2.0846, grad_norm: 7.1817 2020-08-15 22:42:17,468 - mmaction - INFO - Epoch [10][1640/2505] lr: 3.750e-03, eta: 1 day, 23:53:27, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7599, loss_cls: 2.0382, loss: 2.0382, grad_norm: 7.1919 2020-08-15 22:42:32,474 - mmaction - INFO - Epoch [10][1660/2505] lr: 3.750e-03, eta: 1 day, 23:53:10, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7609, loss_cls: 2.0215, loss: 2.0215, grad_norm: 7.0387 2020-08-15 22:42:47,245 - mmaction - INFO - Epoch [10][1680/2505] lr: 3.750e-03, eta: 1 day, 23:52:50, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7682, loss_cls: 2.0065, loss: 2.0065, grad_norm: 6.9389 2020-08-15 22:43:02,103 - mmaction - INFO - Epoch [10][1700/2505] lr: 3.750e-03, eta: 1 day, 23:52:32, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7437, loss_cls: 2.1102, loss: 2.1102, grad_norm: 7.0806 2020-08-15 22:43:17,974 - mmaction - INFO - Epoch [10][1720/2505] lr: 3.750e-03, eta: 1 day, 23:52:23, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7724, loss_cls: 1.9569, loss: 1.9569, grad_norm: 6.9022 2020-08-15 22:43:32,596 - mmaction - INFO - Epoch [10][1740/2505] lr: 3.750e-03, eta: 1 day, 23:52:01, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7641, loss_cls: 2.0440, loss: 2.0440, grad_norm: 7.1448 2020-08-15 22:43:48,251 - mmaction - INFO - Epoch [10][1760/2505] lr: 3.750e-03, eta: 1 day, 23:51:50, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.4974, top5_acc: 0.7406, loss_cls: 2.1761, loss: 2.1761, grad_norm: 7.2843 2020-08-15 22:44:03,851 - mmaction - INFO - Epoch [10][1780/2505] lr: 3.750e-03, eta: 1 day, 23:51:38, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 2.0324, loss: 2.0324, grad_norm: 7.0073 2020-08-15 22:44:20,183 - mmaction - INFO - Epoch [10][1800/2505] lr: 3.750e-03, eta: 1 day, 23:51:33, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7568, loss_cls: 2.0610, loss: 2.0610, grad_norm: 7.0639 2020-08-15 22:44:34,291 - mmaction - INFO - Epoch [10][1820/2505] lr: 3.750e-03, eta: 1 day, 23:51:07, time: 0.704, data_time: 0.004, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7703, loss_cls: 2.0420, loss: 2.0420, grad_norm: 7.0770 2020-08-15 22:44:50,200 - mmaction - INFO - Epoch [10][1840/2505] lr: 3.750e-03, eta: 1 day, 23:50:59, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7474, loss_cls: 2.1152, loss: 2.1152, grad_norm: 7.2017 2020-08-15 22:45:04,964 - mmaction - INFO - Epoch [10][1860/2505] lr: 3.750e-03, eta: 1 day, 23:50:39, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7651, loss_cls: 1.9975, loss: 1.9975, grad_norm: 7.0402 2020-08-15 22:45:20,305 - mmaction - INFO - Epoch [10][1880/2505] lr: 3.750e-03, eta: 1 day, 23:50:25, time: 0.767, data_time: 0.001, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7432, loss_cls: 2.1438, loss: 2.1438, grad_norm: 7.1696 2020-08-15 22:45:35,116 - mmaction - INFO - Epoch [10][1900/2505] lr: 3.750e-03, eta: 1 day, 23:50:05, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7411, loss_cls: 2.1261, loss: 2.1261, grad_norm: 7.2010 2020-08-15 22:45:50,700 - mmaction - INFO - Epoch [10][1920/2505] lr: 3.750e-03, eta: 1 day, 23:49:54, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7635, loss_cls: 2.0961, loss: 2.0961, grad_norm: 7.1931 2020-08-15 22:46:05,759 - mmaction - INFO - Epoch [10][1940/2505] lr: 3.750e-03, eta: 1 day, 23:49:36, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7656, loss_cls: 2.0406, loss: 2.0406, grad_norm: 7.1617 2020-08-15 22:46:20,566 - mmaction - INFO - Epoch [10][1960/2505] lr: 3.750e-03, eta: 1 day, 23:49:18, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0389, loss: 2.0389, grad_norm: 7.1122 2020-08-15 22:46:35,284 - mmaction - INFO - Epoch [10][1980/2505] lr: 3.750e-03, eta: 1 day, 23:48:57, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0614, loss: 2.0614, grad_norm: 7.1853 2020-08-15 22:46:50,080 - mmaction - INFO - Epoch [10][2000/2505] lr: 3.750e-03, eta: 1 day, 23:48:38, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7604, loss_cls: 2.0561, loss: 2.0561, grad_norm: 7.2349 2020-08-15 22:47:05,598 - mmaction - INFO - Epoch [10][2020/2505] lr: 3.750e-03, eta: 1 day, 23:48:25, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7563, loss_cls: 2.0266, loss: 2.0266, grad_norm: 6.9729 2020-08-15 22:47:20,137 - mmaction - INFO - Epoch [10][2040/2505] lr: 3.750e-03, eta: 1 day, 23:48:04, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7615, loss_cls: 1.9935, loss: 1.9935, grad_norm: 6.9446 2020-08-15 22:47:35,563 - mmaction - INFO - Epoch [10][2060/2505] lr: 3.750e-03, eta: 1 day, 23:47:50, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7703, loss_cls: 1.9873, loss: 1.9873, grad_norm: 7.0828 2020-08-15 22:47:50,601 - mmaction - INFO - Epoch [10][2080/2505] lr: 3.750e-03, eta: 1 day, 23:47:33, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7646, loss_cls: 2.0478, loss: 2.0478, grad_norm: 7.0165 2020-08-15 22:48:07,252 - mmaction - INFO - Epoch [10][2100/2505] lr: 3.750e-03, eta: 1 day, 23:47:31, time: 0.831, data_time: 0.005, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7505, loss_cls: 2.0886, loss: 2.0886, grad_norm: 7.1477 2020-08-15 22:48:21,343 - mmaction - INFO - Epoch [10][2120/2505] lr: 3.750e-03, eta: 1 day, 23:47:05, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7630, loss_cls: 2.0019, loss: 2.0019, grad_norm: 6.9629 2020-08-15 22:48:36,468 - mmaction - INFO - Epoch [10][2140/2505] lr: 3.750e-03, eta: 1 day, 23:46:49, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7568, loss_cls: 2.0188, loss: 2.0188, grad_norm: 6.9249 2020-08-15 22:48:52,540 - mmaction - INFO - Epoch [10][2160/2505] lr: 3.750e-03, eta: 1 day, 23:46:41, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7573, loss_cls: 2.0871, loss: 2.0871, grad_norm: 7.1174 2020-08-15 22:49:07,318 - mmaction - INFO - Epoch [10][2180/2505] lr: 3.750e-03, eta: 1 day, 23:46:22, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5089, top5_acc: 0.7474, loss_cls: 2.1172, loss: 2.1172, grad_norm: 7.1483 2020-08-15 22:49:22,322 - mmaction - INFO - Epoch [10][2200/2505] lr: 3.750e-03, eta: 1 day, 23:46:05, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1590, loss: 2.1590, grad_norm: 7.1697 2020-08-15 22:49:37,342 - mmaction - INFO - Epoch [10][2220/2505] lr: 3.750e-03, eta: 1 day, 23:45:48, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7411, loss_cls: 2.1293, loss: 2.1293, grad_norm: 7.1338 2020-08-15 22:49:52,155 - mmaction - INFO - Epoch [10][2240/2505] lr: 3.750e-03, eta: 1 day, 23:45:28, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7740, loss_cls: 1.9775, loss: 1.9775, grad_norm: 6.9392 2020-08-15 22:50:07,599 - mmaction - INFO - Epoch [10][2260/2505] lr: 3.750e-03, eta: 1 day, 23:45:15, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7583, loss_cls: 2.0761, loss: 2.0761, grad_norm: 7.1692 2020-08-15 22:50:24,051 - mmaction - INFO - Epoch [10][2280/2505] lr: 3.750e-03, eta: 1 day, 23:45:11, time: 0.823, data_time: 0.002, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7406, loss_cls: 2.1744, loss: 2.1744, grad_norm: 7.2881 2020-08-15 22:50:38,159 - mmaction - INFO - Epoch [10][2300/2505] lr: 3.750e-03, eta: 1 day, 23:44:45, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7500, loss_cls: 2.1351, loss: 2.1351, grad_norm: 7.0766 2020-08-15 22:50:52,924 - mmaction - INFO - Epoch [10][2320/2505] lr: 3.750e-03, eta: 1 day, 23:44:26, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7401, loss_cls: 2.1324, loss: 2.1324, grad_norm: 7.1465 2020-08-15 22:51:08,227 - mmaction - INFO - Epoch [10][2340/2505] lr: 3.750e-03, eta: 1 day, 23:44:11, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7490, loss_cls: 2.0479, loss: 2.0479, grad_norm: 7.1328 2020-08-15 22:51:23,530 - mmaction - INFO - Epoch [10][2360/2505] lr: 3.750e-03, eta: 1 day, 23:43:57, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7719, loss_cls: 1.9771, loss: 1.9771, grad_norm: 7.0320 2020-08-15 22:51:38,369 - mmaction - INFO - Epoch [10][2380/2505] lr: 3.750e-03, eta: 1 day, 23:43:38, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7500, loss_cls: 2.0681, loss: 2.0681, grad_norm: 7.0173 2020-08-15 22:51:53,259 - mmaction - INFO - Epoch [10][2400/2505] lr: 3.750e-03, eta: 1 day, 23:43:20, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7589, loss_cls: 2.0999, loss: 2.0999, grad_norm: 7.3090 2020-08-15 22:52:08,260 - mmaction - INFO - Epoch [10][2420/2505] lr: 3.750e-03, eta: 1 day, 23:43:02, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7677, loss_cls: 2.0393, loss: 2.0393, grad_norm: 6.9870 2020-08-15 22:52:23,137 - mmaction - INFO - Epoch [10][2440/2505] lr: 3.750e-03, eta: 1 day, 23:42:44, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7740, loss_cls: 2.0385, loss: 2.0385, grad_norm: 7.0757 2020-08-15 22:52:39,005 - mmaction - INFO - Epoch [10][2460/2505] lr: 3.750e-03, eta: 1 day, 23:42:34, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7703, loss_cls: 2.0515, loss: 2.0515, grad_norm: 7.1267 2020-08-15 22:52:53,547 - mmaction - INFO - Epoch [10][2480/2505] lr: 3.750e-03, eta: 1 day, 23:42:13, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.0991, loss: 2.0991, grad_norm: 7.0597 2020-08-15 22:53:08,709 - mmaction - INFO - Epoch [10][2500/2505] lr: 3.750e-03, eta: 1 day, 23:41:57, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7464, loss_cls: 2.0936, loss: 2.0936, grad_norm: 7.1815 2020-08-15 22:53:13,502 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-08-15 22:53:34,154 - mmaction - INFO - Epoch [11][20/2505] lr: 3.750e-03, eta: 1 day, 23:41:49, time: 1.011, data_time: 0.399, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7635, loss_cls: 2.0202, loss: 2.0202, grad_norm: 7.1353 2020-08-15 22:53:47,451 - mmaction - INFO - Epoch [11][40/2505] lr: 3.750e-03, eta: 1 day, 23:41:16, time: 0.668, data_time: 0.007, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7599, loss_cls: 2.0169, loss: 2.0169, grad_norm: 7.1603 2020-08-15 22:54:02,885 - mmaction - INFO - Epoch [11][60/2505] lr: 3.750e-03, eta: 1 day, 23:41:02, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7630, loss_cls: 2.0047, loss: 2.0047, grad_norm: 6.9173 2020-08-15 22:54:17,393 - mmaction - INFO - Epoch [11][80/2505] lr: 3.750e-03, eta: 1 day, 23:40:41, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7625, loss_cls: 2.0714, loss: 2.0714, grad_norm: 7.0534 2020-08-15 22:54:33,221 - mmaction - INFO - Epoch [11][100/2505] lr: 3.750e-03, eta: 1 day, 23:40:31, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7693, loss_cls: 2.0539, loss: 2.0539, grad_norm: 7.0681 2020-08-15 22:54:47,444 - mmaction - INFO - Epoch [11][120/2505] lr: 3.750e-03, eta: 1 day, 23:40:07, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7635, loss_cls: 1.9996, loss: 1.9996, grad_norm: 6.9290 2020-08-15 22:55:03,781 - mmaction - INFO - Epoch [11][140/2505] lr: 3.750e-03, eta: 1 day, 23:40:02, time: 0.818, data_time: 0.006, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7490, loss_cls: 2.0853, loss: 2.0853, grad_norm: 7.0937 2020-08-15 22:55:17,701 - mmaction - INFO - Epoch [11][160/2505] lr: 3.750e-03, eta: 1 day, 23:39:35, time: 0.696, data_time: 0.002, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7526, loss_cls: 2.0762, loss: 2.0762, grad_norm: 6.9752 2020-08-15 22:55:32,482 - mmaction - INFO - Epoch [11][180/2505] lr: 3.750e-03, eta: 1 day, 23:39:16, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7755, loss_cls: 2.0216, loss: 2.0216, grad_norm: 7.1544 2020-08-15 22:55:47,443 - mmaction - INFO - Epoch [11][200/2505] lr: 3.750e-03, eta: 1 day, 23:38:58, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7672, loss_cls: 1.9413, loss: 1.9413, grad_norm: 6.9197 2020-08-15 22:56:03,178 - mmaction - INFO - Epoch [11][220/2505] lr: 3.750e-03, eta: 1 day, 23:38:47, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 2.0185, loss: 2.0185, grad_norm: 7.2251 2020-08-15 22:56:18,030 - mmaction - INFO - Epoch [11][240/2505] lr: 3.750e-03, eta: 1 day, 23:38:28, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7526, loss_cls: 2.0815, loss: 2.0815, grad_norm: 7.1317 2020-08-15 22:56:32,824 - mmaction - INFO - Epoch [11][260/2505] lr: 3.750e-03, eta: 1 day, 23:38:09, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7661, loss_cls: 2.0333, loss: 2.0333, grad_norm: 7.0661 2020-08-15 22:56:48,098 - mmaction - INFO - Epoch [11][280/2505] lr: 3.750e-03, eta: 1 day, 23:37:55, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7719, loss_cls: 1.9991, loss: 1.9991, grad_norm: 7.0563 2020-08-15 22:57:03,075 - mmaction - INFO - Epoch [11][300/2505] lr: 3.750e-03, eta: 1 day, 23:37:37, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7661, loss_cls: 2.0399, loss: 2.0399, grad_norm: 7.1183 2020-08-15 22:57:18,162 - mmaction - INFO - Epoch [11][320/2505] lr: 3.750e-03, eta: 1 day, 23:37:20, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 2.0078, loss: 2.0078, grad_norm: 7.1223 2020-08-15 22:57:32,933 - mmaction - INFO - Epoch [11][340/2505] lr: 3.750e-03, eta: 1 day, 23:37:01, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7682, loss_cls: 2.0233, loss: 2.0233, grad_norm: 7.1508 2020-08-15 22:57:47,613 - mmaction - INFO - Epoch [11][360/2505] lr: 3.750e-03, eta: 1 day, 23:36:41, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7609, loss_cls: 2.0336, loss: 2.0336, grad_norm: 7.1190 2020-08-15 22:58:02,363 - mmaction - INFO - Epoch [11][380/2505] lr: 3.750e-03, eta: 1 day, 23:36:22, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7609, loss_cls: 2.0679, loss: 2.0679, grad_norm: 7.2446 2020-08-15 22:58:17,728 - mmaction - INFO - Epoch [11][400/2505] lr: 3.750e-03, eta: 1 day, 23:36:07, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7698, loss_cls: 1.9687, loss: 1.9687, grad_norm: 7.0605 2020-08-15 22:58:32,850 - mmaction - INFO - Epoch [11][420/2505] lr: 3.750e-03, eta: 1 day, 23:35:52, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7786, loss_cls: 1.9540, loss: 1.9540, grad_norm: 7.0742 2020-08-15 22:58:47,859 - mmaction - INFO - Epoch [11][440/2505] lr: 3.750e-03, eta: 1 day, 23:35:34, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7719, loss_cls: 2.0188, loss: 2.0188, grad_norm: 7.1232 2020-08-15 22:59:02,972 - mmaction - INFO - Epoch [11][460/2505] lr: 3.750e-03, eta: 1 day, 23:35:18, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7510, loss_cls: 2.0938, loss: 2.0938, grad_norm: 7.2867 2020-08-15 22:59:18,241 - mmaction - INFO - Epoch [11][480/2505] lr: 3.750e-03, eta: 1 day, 23:35:03, time: 0.763, data_time: 0.002, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7687, loss_cls: 2.0216, loss: 2.0216, grad_norm: 7.1913 2020-08-15 22:59:32,710 - mmaction - INFO - Epoch [11][500/2505] lr: 3.750e-03, eta: 1 day, 23:34:41, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7807, loss_cls: 1.9799, loss: 1.9799, grad_norm: 7.2352 2020-08-15 22:59:47,211 - mmaction - INFO - Epoch [11][520/2505] lr: 3.750e-03, eta: 1 day, 23:34:20, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7615, loss_cls: 2.0286, loss: 2.0286, grad_norm: 7.1575 2020-08-15 23:00:03,633 - mmaction - INFO - Epoch [11][540/2505] lr: 3.750e-03, eta: 1 day, 23:34:14, time: 0.813, data_time: 0.004, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7656, loss_cls: 2.0517, loss: 2.0517, grad_norm: 7.1260 2020-08-15 23:00:18,136 - mmaction - INFO - Epoch [11][560/2505] lr: 3.750e-03, eta: 1 day, 23:33:53, time: 0.733, data_time: 0.010, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7635, loss_cls: 2.0265, loss: 2.0265, grad_norm: 7.2709 2020-08-15 23:00:33,657 - mmaction - INFO - Epoch [11][580/2505] lr: 3.750e-03, eta: 1 day, 23:33:41, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7635, loss_cls: 2.0347, loss: 2.0347, grad_norm: 7.2629 2020-08-15 23:00:47,993 - mmaction - INFO - Epoch [11][600/2505] lr: 3.750e-03, eta: 1 day, 23:33:18, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7953, loss_cls: 1.8744, loss: 1.8744, grad_norm: 6.8234 2020-08-15 23:01:03,405 - mmaction - INFO - Epoch [11][620/2505] lr: 3.750e-03, eta: 1 day, 23:33:04, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7698, loss_cls: 1.9950, loss: 1.9950, grad_norm: 6.9397 2020-08-15 23:01:17,999 - mmaction - INFO - Epoch [11][640/2505] lr: 3.750e-03, eta: 1 day, 23:32:43, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7417, loss_cls: 2.1319, loss: 2.1319, grad_norm: 7.3651 2020-08-15 23:01:32,741 - mmaction - INFO - Epoch [11][660/2505] lr: 3.750e-03, eta: 1 day, 23:32:24, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7807, loss_cls: 1.9851, loss: 1.9851, grad_norm: 7.1470 2020-08-15 23:01:49,883 - mmaction - INFO - Epoch [11][680/2505] lr: 3.750e-03, eta: 1 day, 23:32:25, time: 0.859, data_time: 0.006, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7641, loss_cls: 2.0404, loss: 2.0404, grad_norm: 7.0895 2020-08-15 23:02:03,270 - mmaction - INFO - Epoch [11][700/2505] lr: 3.750e-03, eta: 1 day, 23:31:54, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7750, loss_cls: 1.9342, loss: 1.9342, grad_norm: 6.8762 2020-08-15 23:02:18,504 - mmaction - INFO - Epoch [11][720/2505] lr: 3.750e-03, eta: 1 day, 23:31:39, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7516, loss_cls: 2.0480, loss: 2.0480, grad_norm: 7.2494 2020-08-15 23:02:33,421 - mmaction - INFO - Epoch [11][740/2505] lr: 3.750e-03, eta: 1 day, 23:31:21, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7469, loss_cls: 2.0804, loss: 2.0804, grad_norm: 7.2456 2020-08-15 23:02:49,032 - mmaction - INFO - Epoch [11][760/2505] lr: 3.750e-03, eta: 1 day, 23:31:09, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7646, loss_cls: 2.0573, loss: 2.0573, grad_norm: 7.3006 2020-08-15 23:03:04,183 - mmaction - INFO - Epoch [11][780/2505] lr: 3.750e-03, eta: 1 day, 23:30:53, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7578, loss_cls: 2.0614, loss: 2.0614, grad_norm: 7.1997 2020-08-15 23:03:19,724 - mmaction - INFO - Epoch [11][800/2505] lr: 3.750e-03, eta: 1 day, 23:30:41, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7740, loss_cls: 1.9824, loss: 1.9824, grad_norm: 6.9404 2020-08-15 23:03:34,230 - mmaction - INFO - Epoch [11][820/2505] lr: 3.750e-03, eta: 1 day, 23:30:19, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7510, loss_cls: 2.0874, loss: 2.0874, grad_norm: 7.1282 2020-08-15 23:03:49,096 - mmaction - INFO - Epoch [11][840/2505] lr: 3.750e-03, eta: 1 day, 23:30:01, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7594, loss_cls: 2.0485, loss: 2.0485, grad_norm: 7.2235 2020-08-15 23:04:04,481 - mmaction - INFO - Epoch [11][860/2505] lr: 3.750e-03, eta: 1 day, 23:29:46, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7724, loss_cls: 2.0175, loss: 2.0175, grad_norm: 7.1685 2020-08-15 23:04:20,493 - mmaction - INFO - Epoch [11][880/2505] lr: 3.750e-03, eta: 1 day, 23:29:38, time: 0.804, data_time: 0.007, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7641, loss_cls: 1.9765, loss: 1.9765, grad_norm: 7.1033 2020-08-15 23:04:34,433 - mmaction - INFO - Epoch [11][900/2505] lr: 3.750e-03, eta: 1 day, 23:29:12, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7651, loss_cls: 2.0228, loss: 2.0228, grad_norm: 7.1681 2020-08-15 23:04:49,074 - mmaction - INFO - Epoch [11][920/2505] lr: 3.750e-03, eta: 1 day, 23:28:52, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7667, loss_cls: 2.0041, loss: 2.0041, grad_norm: 7.1596 2020-08-15 23:05:03,809 - mmaction - INFO - Epoch [11][940/2505] lr: 3.750e-03, eta: 1 day, 23:28:32, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7495, loss_cls: 2.1060, loss: 2.1060, grad_norm: 7.2222 2020-08-15 23:05:19,312 - mmaction - INFO - Epoch [11][960/2505] lr: 3.750e-03, eta: 1 day, 23:28:19, time: 0.775, data_time: 0.002, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7656, loss_cls: 2.0608, loss: 2.0608, grad_norm: 7.1255 2020-08-15 23:05:33,987 - mmaction - INFO - Epoch [11][980/2505] lr: 3.750e-03, eta: 1 day, 23:27:59, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7724, loss_cls: 2.0254, loss: 2.0254, grad_norm: 7.0927 2020-08-15 23:05:49,191 - mmaction - INFO - Epoch [11][1000/2505] lr: 3.750e-03, eta: 1 day, 23:27:44, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7620, loss_cls: 2.0085, loss: 2.0085, grad_norm: 7.0737 2020-08-15 23:06:03,577 - mmaction - INFO - Epoch [11][1020/2505] lr: 3.750e-03, eta: 1 day, 23:27:21, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7646, loss_cls: 2.0286, loss: 2.0286, grad_norm: 7.0695 2020-08-15 23:06:18,039 - mmaction - INFO - Epoch [11][1040/2505] lr: 3.750e-03, eta: 1 day, 23:27:00, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7693, loss_cls: 2.0443, loss: 2.0443, grad_norm: 6.9496 2020-08-15 23:06:32,921 - mmaction - INFO - Epoch [11][1060/2505] lr: 3.750e-03, eta: 1 day, 23:26:42, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7687, loss_cls: 1.9509, loss: 1.9509, grad_norm: 6.9254 2020-08-15 23:06:47,584 - mmaction - INFO - Epoch [11][1080/2505] lr: 3.750e-03, eta: 1 day, 23:26:22, time: 0.733, data_time: 0.001, memory: 8343, top1_acc: 0.5437, top5_acc: 0.7708, loss_cls: 1.9928, loss: 1.9928, grad_norm: 7.0975 2020-08-15 23:07:03,462 - mmaction - INFO - Epoch [11][1100/2505] lr: 3.750e-03, eta: 1 day, 23:26:12, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7604, loss_cls: 2.0710, loss: 2.0710, grad_norm: 7.1395 2020-08-15 23:07:18,897 - mmaction - INFO - Epoch [11][1120/2505] lr: 3.750e-03, eta: 1 day, 23:25:58, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7620, loss_cls: 2.0524, loss: 2.0524, grad_norm: 6.9857 2020-08-15 23:07:32,788 - mmaction - INFO - Epoch [11][1140/2505] lr: 3.750e-03, eta: 1 day, 23:25:32, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7609, loss_cls: 2.0615, loss: 2.0615, grad_norm: 7.1794 2020-08-15 23:07:47,760 - mmaction - INFO - Epoch [11][1160/2505] lr: 3.750e-03, eta: 1 day, 23:25:14, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7589, loss_cls: 2.0425, loss: 2.0425, grad_norm: 7.2278 2020-08-15 23:08:02,165 - mmaction - INFO - Epoch [11][1180/2505] lr: 3.750e-03, eta: 1 day, 23:24:53, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7557, loss_cls: 2.0774, loss: 2.0774, grad_norm: 7.2169 2020-08-15 23:08:17,520 - mmaction - INFO - Epoch [11][1200/2505] lr: 3.750e-03, eta: 1 day, 23:24:38, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7698, loss_cls: 1.9583, loss: 1.9583, grad_norm: 7.0179 2020-08-15 23:08:33,040 - mmaction - INFO - Epoch [11][1220/2505] lr: 3.750e-03, eta: 1 day, 23:24:26, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7870, loss_cls: 1.9345, loss: 1.9345, grad_norm: 7.1167 2020-08-15 23:08:47,349 - mmaction - INFO - Epoch [11][1240/2505] lr: 3.750e-03, eta: 1 day, 23:24:02, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9669, loss: 1.9669, grad_norm: 7.0149 2020-08-15 23:09:02,511 - mmaction - INFO - Epoch [11][1260/2505] lr: 3.750e-03, eta: 1 day, 23:23:47, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7599, loss_cls: 2.0734, loss: 2.0734, grad_norm: 7.2372 2020-08-15 23:09:16,962 - mmaction - INFO - Epoch [11][1280/2505] lr: 3.750e-03, eta: 1 day, 23:23:25, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7609, loss_cls: 1.9968, loss: 1.9968, grad_norm: 7.1462 2020-08-15 23:09:31,630 - mmaction - INFO - Epoch [11][1300/2505] lr: 3.750e-03, eta: 1 day, 23:23:05, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7750, loss_cls: 2.0213, loss: 2.0213, grad_norm: 7.1941 2020-08-15 23:09:47,563 - mmaction - INFO - Epoch [11][1320/2505] lr: 3.750e-03, eta: 1 day, 23:22:56, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7536, loss_cls: 2.0928, loss: 2.0928, grad_norm: 7.2831 2020-08-15 23:10:02,079 - mmaction - INFO - Epoch [11][1340/2505] lr: 3.750e-03, eta: 1 day, 23:22:35, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.5401, top5_acc: 0.7651, loss_cls: 1.9983, loss: 1.9983, grad_norm: 6.9348 2020-08-15 23:10:16,945 - mmaction - INFO - Epoch [11][1360/2505] lr: 3.750e-03, eta: 1 day, 23:22:17, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7755, loss_cls: 2.0168, loss: 2.0168, grad_norm: 7.0667 2020-08-15 23:10:33,586 - mmaction - INFO - Epoch [11][1380/2505] lr: 3.750e-03, eta: 1 day, 23:22:13, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7677, loss_cls: 2.0702, loss: 2.0702, grad_norm: 7.1655 2020-08-15 23:10:47,583 - mmaction - INFO - Epoch [11][1400/2505] lr: 3.750e-03, eta: 1 day, 23:21:48, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7458, loss_cls: 2.1372, loss: 2.1372, grad_norm: 7.2947 2020-08-15 23:11:02,599 - mmaction - INFO - Epoch [11][1420/2505] lr: 3.750e-03, eta: 1 day, 23:21:31, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7547, loss_cls: 2.0693, loss: 2.0693, grad_norm: 7.0712 2020-08-15 23:11:19,041 - mmaction - INFO - Epoch [11][1440/2505] lr: 3.750e-03, eta: 1 day, 23:21:26, time: 0.823, data_time: 0.003, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7755, loss_cls: 1.9727, loss: 1.9727, grad_norm: 7.2100 2020-08-15 23:11:32,795 - mmaction - INFO - Epoch [11][1460/2505] lr: 3.750e-03, eta: 1 day, 23:20:58, time: 0.687, data_time: 0.004, memory: 8343, top1_acc: 0.5005, top5_acc: 0.7453, loss_cls: 2.1081, loss: 2.1081, grad_norm: 7.2866 2020-08-15 23:11:47,678 - mmaction - INFO - Epoch [11][1480/2505] lr: 3.750e-03, eta: 1 day, 23:20:40, time: 0.743, data_time: 0.003, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7714, loss_cls: 2.0323, loss: 2.0323, grad_norm: 7.1662 2020-08-15 23:12:02,851 - mmaction - INFO - Epoch [11][1500/2505] lr: 3.750e-03, eta: 1 day, 23:20:24, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7615, loss_cls: 2.0036, loss: 2.0036, grad_norm: 7.2304 2020-08-15 23:12:17,890 - mmaction - INFO - Epoch [11][1520/2505] lr: 3.750e-03, eta: 1 day, 23:20:08, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7547, loss_cls: 2.1065, loss: 2.1065, grad_norm: 7.2246 2020-08-15 23:12:33,032 - mmaction - INFO - Epoch [11][1540/2505] lr: 3.750e-03, eta: 1 day, 23:19:52, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7724, loss_cls: 1.9668, loss: 1.9668, grad_norm: 7.0420 2020-08-15 23:12:47,430 - mmaction - INFO - Epoch [11][1560/2505] lr: 3.750e-03, eta: 1 day, 23:19:30, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7505, loss_cls: 2.1467, loss: 2.1467, grad_norm: 7.3435 2020-08-15 23:13:02,094 - mmaction - INFO - Epoch [11][1580/2505] lr: 3.750e-03, eta: 1 day, 23:19:10, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7771, loss_cls: 2.0011, loss: 2.0011, grad_norm: 7.0421 2020-08-15 23:13:17,823 - mmaction - INFO - Epoch [11][1600/2505] lr: 3.750e-03, eta: 1 day, 23:18:59, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7682, loss_cls: 2.0091, loss: 2.0091, grad_norm: 7.1006 2020-08-15 23:13:32,242 - mmaction - INFO - Epoch [11][1620/2505] lr: 3.750e-03, eta: 1 day, 23:18:37, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7682, loss_cls: 2.0118, loss: 2.0118, grad_norm: 7.0915 2020-08-15 23:13:47,028 - mmaction - INFO - Epoch [11][1640/2505] lr: 3.750e-03, eta: 1 day, 23:18:18, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7500, loss_cls: 2.0781, loss: 2.0781, grad_norm: 7.1954 2020-08-15 23:14:01,687 - mmaction - INFO - Epoch [11][1660/2505] lr: 3.750e-03, eta: 1 day, 23:17:58, time: 0.733, data_time: 0.002, memory: 8343, top1_acc: 0.5042, top5_acc: 0.7396, loss_cls: 2.1432, loss: 2.1432, grad_norm: 7.1771 2020-08-15 23:14:16,565 - mmaction - INFO - Epoch [11][1680/2505] lr: 3.750e-03, eta: 1 day, 23:17:40, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7521, loss_cls: 2.1127, loss: 2.1127, grad_norm: 7.2369 2020-08-15 23:14:31,220 - mmaction - INFO - Epoch [11][1700/2505] lr: 3.750e-03, eta: 1 day, 23:17:20, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7708, loss_cls: 1.9999, loss: 1.9999, grad_norm: 7.0642 2020-08-15 23:14:46,205 - mmaction - INFO - Epoch [11][1720/2505] lr: 3.750e-03, eta: 1 day, 23:17:03, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7536, loss_cls: 2.0788, loss: 2.0788, grad_norm: 7.2718 2020-08-15 23:15:01,603 - mmaction - INFO - Epoch [11][1740/2505] lr: 3.750e-03, eta: 1 day, 23:16:49, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7651, loss_cls: 2.0397, loss: 2.0397, grad_norm: 7.0230 2020-08-15 23:15:16,357 - mmaction - INFO - Epoch [11][1760/2505] lr: 3.750e-03, eta: 1 day, 23:16:30, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7651, loss_cls: 2.0316, loss: 2.0316, grad_norm: 7.1286 2020-08-15 23:15:32,038 - mmaction - INFO - Epoch [11][1780/2505] lr: 3.750e-03, eta: 1 day, 23:16:19, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7698, loss_cls: 2.0381, loss: 2.0381, grad_norm: 7.1330 2020-08-15 23:15:47,687 - mmaction - INFO - Epoch [11][1800/2505] lr: 3.750e-03, eta: 1 day, 23:16:07, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7589, loss_cls: 2.0540, loss: 2.0540, grad_norm: 7.0175 2020-08-15 23:16:02,010 - mmaction - INFO - Epoch [11][1820/2505] lr: 3.750e-03, eta: 1 day, 23:15:45, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7656, loss_cls: 2.0140, loss: 2.0140, grad_norm: 7.1274 2020-08-15 23:16:16,790 - mmaction - INFO - Epoch [11][1840/2505] lr: 3.750e-03, eta: 1 day, 23:15:26, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7641, loss_cls: 2.0494, loss: 2.0494, grad_norm: 7.2063 2020-08-15 23:16:32,208 - mmaction - INFO - Epoch [11][1860/2505] lr: 3.750e-03, eta: 1 day, 23:15:13, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7719, loss_cls: 2.0452, loss: 2.0452, grad_norm: 7.3341 2020-08-15 23:16:46,858 - mmaction - INFO - Epoch [11][1880/2505] lr: 3.750e-03, eta: 1 day, 23:14:52, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7531, loss_cls: 2.0592, loss: 2.0592, grad_norm: 7.2093 2020-08-15 23:17:01,662 - mmaction - INFO - Epoch [11][1900/2505] lr: 3.750e-03, eta: 1 day, 23:14:34, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.5177, top5_acc: 0.7339, loss_cls: 2.1327, loss: 2.1327, grad_norm: 7.2775 2020-08-15 23:17:16,495 - mmaction - INFO - Epoch [11][1920/2505] lr: 3.750e-03, eta: 1 day, 23:14:15, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7526, loss_cls: 2.0888, loss: 2.0888, grad_norm: 7.2231 2020-08-15 23:17:31,739 - mmaction - INFO - Epoch [11][1940/2505] lr: 3.750e-03, eta: 1 day, 23:14:01, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5052, top5_acc: 0.7594, loss_cls: 2.0820, loss: 2.0820, grad_norm: 7.2377 2020-08-15 23:17:46,990 - mmaction - INFO - Epoch [11][1960/2505] lr: 3.750e-03, eta: 1 day, 23:13:45, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7786, loss_cls: 1.9520, loss: 1.9520, grad_norm: 6.9952 2020-08-15 23:18:01,917 - mmaction - INFO - Epoch [11][1980/2505] lr: 3.750e-03, eta: 1 day, 23:13:28, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7583, loss_cls: 2.0328, loss: 2.0328, grad_norm: 7.2689 2020-08-15 23:18:17,685 - mmaction - INFO - Epoch [11][2000/2505] lr: 3.750e-03, eta: 1 day, 23:13:17, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7542, loss_cls: 2.0822, loss: 2.0822, grad_norm: 7.1845 2020-08-15 23:18:32,461 - mmaction - INFO - Epoch [11][2020/2505] lr: 3.750e-03, eta: 1 day, 23:12:58, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7557, loss_cls: 2.0500, loss: 2.0500, grad_norm: 7.2224 2020-08-15 23:18:47,728 - mmaction - INFO - Epoch [11][2040/2505] lr: 3.750e-03, eta: 1 day, 23:12:43, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0609, loss: 2.0609, grad_norm: 7.1095 2020-08-15 23:19:02,502 - mmaction - INFO - Epoch [11][2060/2505] lr: 3.750e-03, eta: 1 day, 23:12:25, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7573, loss_cls: 2.0403, loss: 2.0403, grad_norm: 7.1738 2020-08-15 23:19:18,370 - mmaction - INFO - Epoch [11][2080/2505] lr: 3.750e-03, eta: 1 day, 23:12:15, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7682, loss_cls: 2.0376, loss: 2.0376, grad_norm: 6.9571 2020-08-15 23:19:33,269 - mmaction - INFO - Epoch [11][2100/2505] lr: 3.750e-03, eta: 1 day, 23:11:57, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7651, loss_cls: 2.0029, loss: 2.0029, grad_norm: 7.0665 2020-08-15 23:19:47,924 - mmaction - INFO - Epoch [11][2120/2505] lr: 3.750e-03, eta: 1 day, 23:11:37, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7698, loss_cls: 2.0693, loss: 2.0693, grad_norm: 7.1482 2020-08-15 23:20:02,812 - mmaction - INFO - Epoch [11][2140/2505] lr: 3.750e-03, eta: 1 day, 23:11:19, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7615, loss_cls: 2.0584, loss: 2.0584, grad_norm: 7.2319 2020-08-15 23:20:17,624 - mmaction - INFO - Epoch [11][2160/2505] lr: 3.750e-03, eta: 1 day, 23:11:01, time: 0.741, data_time: 0.003, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7589, loss_cls: 2.0358, loss: 2.0358, grad_norm: 7.1112 2020-08-15 23:20:32,951 - mmaction - INFO - Epoch [11][2180/2505] lr: 3.750e-03, eta: 1 day, 23:10:46, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7526, loss_cls: 2.1115, loss: 2.1115, grad_norm: 7.2840 2020-08-15 23:20:48,824 - mmaction - INFO - Epoch [11][2200/2505] lr: 3.750e-03, eta: 1 day, 23:10:37, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7521, loss_cls: 2.0671, loss: 2.0671, grad_norm: 7.2062 2020-08-15 23:21:02,589 - mmaction - INFO - Epoch [11][2220/2505] lr: 3.750e-03, eta: 1 day, 23:10:10, time: 0.688, data_time: 0.002, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7573, loss_cls: 2.0294, loss: 2.0294, grad_norm: 7.1374 2020-08-15 23:21:18,430 - mmaction - INFO - Epoch [11][2240/2505] lr: 3.750e-03, eta: 1 day, 23:10:00, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7589, loss_cls: 2.0637, loss: 2.0637, grad_norm: 7.1075 2020-08-15 23:21:32,857 - mmaction - INFO - Epoch [11][2260/2505] lr: 3.750e-03, eta: 1 day, 23:09:38, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7521, loss_cls: 2.0690, loss: 2.0690, grad_norm: 7.1606 2020-08-15 23:21:47,743 - mmaction - INFO - Epoch [11][2280/2505] lr: 3.750e-03, eta: 1 day, 23:09:20, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7682, loss_cls: 2.0389, loss: 2.0389, grad_norm: 7.1966 2020-08-15 23:22:02,679 - mmaction - INFO - Epoch [11][2300/2505] lr: 3.750e-03, eta: 1 day, 23:09:02, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.0672, loss: 2.0672, grad_norm: 7.1883 2020-08-15 23:22:17,492 - mmaction - INFO - Epoch [11][2320/2505] lr: 3.750e-03, eta: 1 day, 23:08:44, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7589, loss_cls: 2.0189, loss: 2.0189, grad_norm: 7.1877 2020-08-15 23:22:32,371 - mmaction - INFO - Epoch [11][2340/2505] lr: 3.750e-03, eta: 1 day, 23:08:26, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7526, loss_cls: 2.0667, loss: 2.0667, grad_norm: 7.3180 2020-08-15 23:22:47,579 - mmaction - INFO - Epoch [11][2360/2505] lr: 3.750e-03, eta: 1 day, 23:08:11, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7818, loss_cls: 1.9561, loss: 1.9561, grad_norm: 7.1687 2020-08-15 23:23:02,882 - mmaction - INFO - Epoch [11][2380/2505] lr: 3.750e-03, eta: 1 day, 23:07:56, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7724, loss_cls: 2.0324, loss: 2.0324, grad_norm: 7.1328 2020-08-15 23:23:17,472 - mmaction - INFO - Epoch [11][2400/2505] lr: 3.750e-03, eta: 1 day, 23:07:36, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7703, loss_cls: 2.0473, loss: 2.0473, grad_norm: 7.1786 2020-08-15 23:23:32,625 - mmaction - INFO - Epoch [11][2420/2505] lr: 3.750e-03, eta: 1 day, 23:07:21, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7719, loss_cls: 2.0061, loss: 2.0061, grad_norm: 7.1070 2020-08-15 23:23:47,480 - mmaction - INFO - Epoch [11][2440/2505] lr: 3.750e-03, eta: 1 day, 23:07:02, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7828, loss_cls: 1.9786, loss: 1.9786, grad_norm: 6.9668 2020-08-15 23:24:03,576 - mmaction - INFO - Epoch [11][2460/2505] lr: 3.750e-03, eta: 1 day, 23:06:54, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7708, loss_cls: 1.9699, loss: 1.9699, grad_norm: 7.0396 2020-08-15 23:24:18,043 - mmaction - INFO - Epoch [11][2480/2505] lr: 3.750e-03, eta: 1 day, 23:06:33, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5401, top5_acc: 0.7635, loss_cls: 2.0198, loss: 2.0198, grad_norm: 7.1343 2020-08-15 23:24:33,109 - mmaction - INFO - Epoch [11][2500/2505] lr: 3.750e-03, eta: 1 day, 23:06:17, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5448, top5_acc: 0.7635, loss_cls: 1.9788, loss: 1.9788, grad_norm: 7.0940 2020-08-15 23:24:36,706 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-08-15 23:25:01,592 - mmaction - INFO - Epoch [12][20/2505] lr: 3.750e-03, eta: 1 day, 23:06:41, time: 1.216, data_time: 0.591, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7802, loss_cls: 1.9261, loss: 1.9261, grad_norm: 6.8738 2020-08-15 23:25:14,506 - mmaction - INFO - Epoch [12][40/2505] lr: 3.750e-03, eta: 1 day, 23:06:07, time: 0.646, data_time: 0.004, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7620, loss_cls: 2.0171, loss: 2.0171, grad_norm: 7.0803 2020-08-15 23:25:29,491 - mmaction - INFO - Epoch [12][60/2505] lr: 3.750e-03, eta: 1 day, 23:05:49, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5130, top5_acc: 0.7651, loss_cls: 2.0589, loss: 2.0589, grad_norm: 7.2096 2020-08-15 23:25:43,874 - mmaction - INFO - Epoch [12][80/2505] lr: 3.750e-03, eta: 1 day, 23:05:28, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7708, loss_cls: 1.9386, loss: 1.9386, grad_norm: 6.9633 2020-08-15 23:25:59,103 - mmaction - INFO - Epoch [12][100/2505] lr: 3.750e-03, eta: 1 day, 23:05:12, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7745, loss_cls: 1.9720, loss: 1.9720, grad_norm: 6.9815 2020-08-15 23:26:14,005 - mmaction - INFO - Epoch [12][120/2505] lr: 3.750e-03, eta: 1 day, 23:04:55, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9791, loss: 1.9791, grad_norm: 7.0208 2020-08-15 23:26:28,581 - mmaction - INFO - Epoch [12][140/2505] lr: 3.750e-03, eta: 1 day, 23:04:34, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7880, loss_cls: 1.9417, loss: 1.9417, grad_norm: 7.0582 2020-08-15 23:26:43,718 - mmaction - INFO - Epoch [12][160/2505] lr: 3.750e-03, eta: 1 day, 23:04:19, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7625, loss_cls: 2.0033, loss: 2.0033, grad_norm: 7.0914 2020-08-15 23:26:58,589 - mmaction - INFO - Epoch [12][180/2505] lr: 3.750e-03, eta: 1 day, 23:04:01, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7562, loss_cls: 1.9921, loss: 1.9921, grad_norm: 7.0212 2020-08-15 23:27:14,133 - mmaction - INFO - Epoch [12][200/2505] lr: 3.750e-03, eta: 1 day, 23:03:48, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.9386, loss: 1.9386, grad_norm: 7.0577 2020-08-15 23:27:29,367 - mmaction - INFO - Epoch [12][220/2505] lr: 3.750e-03, eta: 1 day, 23:03:33, time: 0.762, data_time: 0.008, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 1.9684, loss: 1.9684, grad_norm: 6.9405 2020-08-15 23:27:44,615 - mmaction - INFO - Epoch [12][240/2505] lr: 3.750e-03, eta: 1 day, 23:03:18, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7677, loss_cls: 2.0040, loss: 2.0040, grad_norm: 7.0964 2020-08-15 23:27:58,868 - mmaction - INFO - Epoch [12][260/2505] lr: 3.750e-03, eta: 1 day, 23:02:55, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7719, loss_cls: 2.0192, loss: 2.0192, grad_norm: 7.2411 2020-08-15 23:28:14,094 - mmaction - INFO - Epoch [12][280/2505] lr: 3.750e-03, eta: 1 day, 23:02:40, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7667, loss_cls: 2.0579, loss: 2.0579, grad_norm: 7.3029 2020-08-15 23:28:28,897 - mmaction - INFO - Epoch [12][300/2505] lr: 3.750e-03, eta: 1 day, 23:02:22, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7672, loss_cls: 1.9977, loss: 1.9977, grad_norm: 7.0989 2020-08-15 23:28:44,123 - mmaction - INFO - Epoch [12][320/2505] lr: 3.750e-03, eta: 1 day, 23:02:07, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7708, loss_cls: 1.9803, loss: 1.9803, grad_norm: 7.0430 2020-08-15 23:28:58,582 - mmaction - INFO - Epoch [12][340/2505] lr: 3.750e-03, eta: 1 day, 23:01:45, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7818, loss_cls: 1.9673, loss: 1.9673, grad_norm: 7.0192 2020-08-15 23:29:14,553 - mmaction - INFO - Epoch [12][360/2505] lr: 3.750e-03, eta: 1 day, 23:01:36, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.5161, top5_acc: 0.7745, loss_cls: 2.0168, loss: 2.0168, grad_norm: 7.1692 2020-08-15 23:29:28,990 - mmaction - INFO - Epoch [12][380/2505] lr: 3.750e-03, eta: 1 day, 23:01:15, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7729, loss_cls: 2.0165, loss: 2.0165, grad_norm: 7.1386 2020-08-15 23:29:43,428 - mmaction - INFO - Epoch [12][400/2505] lr: 3.750e-03, eta: 1 day, 23:00:54, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7797, loss_cls: 1.9446, loss: 1.9446, grad_norm: 7.0522 2020-08-15 23:29:58,591 - mmaction - INFO - Epoch [12][420/2505] lr: 3.750e-03, eta: 1 day, 23:00:37, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5448, top5_acc: 0.7771, loss_cls: 1.9324, loss: 1.9324, grad_norm: 7.0522 2020-08-15 23:30:13,718 - mmaction - INFO - Epoch [12][440/2505] lr: 3.750e-03, eta: 1 day, 23:00:22, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.5187, top5_acc: 0.7578, loss_cls: 2.0941, loss: 2.0941, grad_norm: 7.3242 2020-08-15 23:30:28,202 - mmaction - INFO - Epoch [12][460/2505] lr: 3.750e-03, eta: 1 day, 23:00:01, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7708, loss_cls: 2.0366, loss: 2.0366, grad_norm: 7.0725 2020-08-15 23:30:44,048 - mmaction - INFO - Epoch [12][480/2505] lr: 3.750e-03, eta: 1 day, 22:59:51, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7536, loss_cls: 2.0190, loss: 2.0190, grad_norm: 7.1794 2020-08-15 23:30:58,556 - mmaction - INFO - Epoch [12][500/2505] lr: 3.750e-03, eta: 1 day, 22:59:30, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7557, loss_cls: 2.0459, loss: 2.0459, grad_norm: 7.0639 2020-08-15 23:31:13,171 - mmaction - INFO - Epoch [12][520/2505] lr: 3.750e-03, eta: 1 day, 22:59:10, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7547, loss_cls: 2.0735, loss: 2.0735, grad_norm: 7.2452 2020-08-15 23:31:28,006 - mmaction - INFO - Epoch [12][540/2505] lr: 3.750e-03, eta: 1 day, 22:58:52, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7667, loss_cls: 2.0047, loss: 2.0047, grad_norm: 7.1926 2020-08-15 23:31:44,233 - mmaction - INFO - Epoch [12][560/2505] lr: 3.750e-03, eta: 1 day, 22:58:45, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7589, loss_cls: 2.0620, loss: 2.0620, grad_norm: 7.1235 2020-08-15 23:31:59,875 - mmaction - INFO - Epoch [12][580/2505] lr: 3.750e-03, eta: 1 day, 22:58:33, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7807, loss_cls: 1.9271, loss: 1.9271, grad_norm: 6.9971 2020-08-15 23:32:14,043 - mmaction - INFO - Epoch [12][600/2505] lr: 3.750e-03, eta: 1 day, 22:58:10, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7729, loss_cls: 1.9965, loss: 1.9965, grad_norm: 7.2771 2020-08-15 23:32:28,593 - mmaction - INFO - Epoch [12][620/2505] lr: 3.750e-03, eta: 1 day, 22:57:49, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7766, loss_cls: 1.9457, loss: 1.9457, grad_norm: 6.9134 2020-08-15 23:32:45,335 - mmaction - INFO - Epoch [12][640/2505] lr: 3.750e-03, eta: 1 day, 22:57:46, time: 0.840, data_time: 0.007, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7495, loss_cls: 2.0984, loss: 2.0984, grad_norm: 7.3490 2020-08-15 23:32:59,839 - mmaction - INFO - Epoch [12][660/2505] lr: 3.750e-03, eta: 1 day, 22:57:25, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7557, loss_cls: 2.0068, loss: 2.0068, grad_norm: 7.3168 2020-08-15 23:33:14,331 - mmaction - INFO - Epoch [12][680/2505] lr: 3.750e-03, eta: 1 day, 22:57:05, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9758, loss: 1.9758, grad_norm: 7.0816 2020-08-15 23:33:29,587 - mmaction - INFO - Epoch [12][700/2505] lr: 3.750e-03, eta: 1 day, 22:56:49, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7703, loss_cls: 2.0073, loss: 2.0073, grad_norm: 7.1410 2020-08-15 23:33:44,798 - mmaction - INFO - Epoch [12][720/2505] lr: 3.750e-03, eta: 1 day, 22:56:34, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0497, loss: 2.0497, grad_norm: 7.1641 2020-08-15 23:34:00,089 - mmaction - INFO - Epoch [12][740/2505] lr: 3.750e-03, eta: 1 day, 22:56:20, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7708, loss_cls: 1.9763, loss: 1.9763, grad_norm: 7.0147 2020-08-15 23:34:14,347 - mmaction - INFO - Epoch [12][760/2505] lr: 3.750e-03, eta: 1 day, 22:55:57, time: 0.711, data_time: 0.004, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7635, loss_cls: 2.0138, loss: 2.0138, grad_norm: 7.1527 2020-08-15 23:34:28,694 - mmaction - INFO - Epoch [12][780/2505] lr: 3.750e-03, eta: 1 day, 22:55:35, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9771, loss: 1.9771, grad_norm: 6.9891 2020-08-15 23:34:43,712 - mmaction - INFO - Epoch [12][800/2505] lr: 3.750e-03, eta: 1 day, 22:55:18, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7792, loss_cls: 1.9314, loss: 1.9314, grad_norm: 6.9956 2020-08-15 23:34:59,003 - mmaction - INFO - Epoch [12][820/2505] lr: 3.750e-03, eta: 1 day, 22:55:04, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7620, loss_cls: 2.0152, loss: 2.0152, grad_norm: 7.2662 2020-08-15 23:35:13,849 - mmaction - INFO - Epoch [12][840/2505] lr: 3.750e-03, eta: 1 day, 22:54:46, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7667, loss_cls: 1.9768, loss: 1.9768, grad_norm: 7.1884 2020-08-15 23:35:29,833 - mmaction - INFO - Epoch [12][860/2505] lr: 3.750e-03, eta: 1 day, 22:54:37, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.5068, top5_acc: 0.7474, loss_cls: 2.1252, loss: 2.1252, grad_norm: 7.2769 2020-08-15 23:35:45,876 - mmaction - INFO - Epoch [12][880/2505] lr: 3.750e-03, eta: 1 day, 22:54:28, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7667, loss_cls: 2.0309, loss: 2.0309, grad_norm: 7.1672 2020-08-15 23:35:59,650 - mmaction - INFO - Epoch [12][900/2505] lr: 3.750e-03, eta: 1 day, 22:54:01, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7688, loss_cls: 1.9873, loss: 1.9873, grad_norm: 7.1571 2020-08-15 23:36:14,486 - mmaction - INFO - Epoch [12][920/2505] lr: 3.750e-03, eta: 1 day, 22:53:44, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7719, loss_cls: 1.9649, loss: 1.9649, grad_norm: 7.0456 2020-08-15 23:36:29,862 - mmaction - INFO - Epoch [12][940/2505] lr: 3.750e-03, eta: 1 day, 22:53:29, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7656, loss_cls: 2.0185, loss: 2.0185, grad_norm: 7.2456 2020-08-15 23:36:44,831 - mmaction - INFO - Epoch [12][960/2505] lr: 3.750e-03, eta: 1 day, 22:53:12, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7734, loss_cls: 1.9689, loss: 1.9689, grad_norm: 7.0864 2020-08-15 23:37:00,531 - mmaction - INFO - Epoch [12][980/2505] lr: 3.750e-03, eta: 1 day, 22:53:01, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7677, loss_cls: 2.0300, loss: 2.0300, grad_norm: 7.1802 2020-08-15 23:37:15,484 - mmaction - INFO - Epoch [12][1000/2505] lr: 3.750e-03, eta: 1 day, 22:52:44, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7703, loss_cls: 2.0069, loss: 2.0069, grad_norm: 7.1604 2020-08-15 23:37:30,269 - mmaction - INFO - Epoch [12][1020/2505] lr: 3.750e-03, eta: 1 day, 22:52:25, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7750, loss_cls: 2.0083, loss: 2.0083, grad_norm: 7.1354 2020-08-15 23:37:45,495 - mmaction - INFO - Epoch [12][1040/2505] lr: 3.750e-03, eta: 1 day, 22:52:10, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7479, loss_cls: 2.0424, loss: 2.0424, grad_norm: 7.1137 2020-08-15 23:38:00,049 - mmaction - INFO - Epoch [12][1060/2505] lr: 3.750e-03, eta: 1 day, 22:51:50, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7630, loss_cls: 2.0518, loss: 2.0518, grad_norm: 7.2136 2020-08-15 23:38:15,707 - mmaction - INFO - Epoch [12][1080/2505] lr: 3.750e-03, eta: 1 day, 22:51:38, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7599, loss_cls: 2.0546, loss: 2.0546, grad_norm: 7.0978 2020-08-15 23:38:30,041 - mmaction - INFO - Epoch [12][1100/2505] lr: 3.750e-03, eta: 1 day, 22:51:17, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7573, loss_cls: 2.1087, loss: 2.1087, grad_norm: 7.2899 2020-08-15 23:38:46,207 - mmaction - INFO - Epoch [12][1120/2505] lr: 3.750e-03, eta: 1 day, 22:51:09, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7823, loss_cls: 1.9848, loss: 1.9848, grad_norm: 7.1029 2020-08-15 23:39:00,453 - mmaction - INFO - Epoch [12][1140/2505] lr: 3.750e-03, eta: 1 day, 22:50:46, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0048, loss: 2.0048, grad_norm: 7.0398 2020-08-15 23:39:16,048 - mmaction - INFO - Epoch [12][1160/2505] lr: 3.750e-03, eta: 1 day, 22:50:34, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7656, loss_cls: 1.9324, loss: 1.9324, grad_norm: 6.9007 2020-08-15 23:39:31,183 - mmaction - INFO - Epoch [12][1180/2505] lr: 3.750e-03, eta: 1 day, 22:50:18, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7656, loss_cls: 2.0805, loss: 2.0805, grad_norm: 7.3017 2020-08-15 23:39:46,990 - mmaction - INFO - Epoch [12][1200/2505] lr: 3.750e-03, eta: 1 day, 22:50:07, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.0973, loss: 2.0973, grad_norm: 7.2619 2020-08-15 23:40:02,258 - mmaction - INFO - Epoch [12][1220/2505] lr: 3.750e-03, eta: 1 day, 22:49:53, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7745, loss_cls: 1.9743, loss: 1.9743, grad_norm: 7.1076 2020-08-15 23:40:16,606 - mmaction - INFO - Epoch [12][1240/2505] lr: 3.750e-03, eta: 1 day, 22:49:31, time: 0.717, data_time: 0.003, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7724, loss_cls: 1.9873, loss: 1.9873, grad_norm: 7.1219 2020-08-15 23:40:31,170 - mmaction - INFO - Epoch [12][1260/2505] lr: 3.750e-03, eta: 1 day, 22:49:11, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7734, loss_cls: 2.0374, loss: 2.0374, grad_norm: 7.2089 2020-08-15 23:40:46,860 - mmaction - INFO - Epoch [12][1280/2505] lr: 3.750e-03, eta: 1 day, 22:48:59, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7844, loss_cls: 1.9392, loss: 1.9392, grad_norm: 7.1082 2020-08-15 23:41:02,507 - mmaction - INFO - Epoch [12][1300/2505] lr: 3.750e-03, eta: 1 day, 22:48:47, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7708, loss_cls: 2.0002, loss: 2.0002, grad_norm: 7.1737 2020-08-15 23:41:16,766 - mmaction - INFO - Epoch [12][1320/2505] lr: 3.750e-03, eta: 1 day, 22:48:25, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7714, loss_cls: 1.9799, loss: 1.9799, grad_norm: 7.1657 2020-08-15 23:41:31,834 - mmaction - INFO - Epoch [12][1340/2505] lr: 3.750e-03, eta: 1 day, 22:48:09, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7688, loss_cls: 1.9518, loss: 1.9518, grad_norm: 7.0618 2020-08-15 23:41:46,956 - mmaction - INFO - Epoch [12][1360/2505] lr: 3.750e-03, eta: 1 day, 22:47:53, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7828, loss_cls: 1.9383, loss: 1.9383, grad_norm: 7.0453 2020-08-15 23:42:02,358 - mmaction - INFO - Epoch [12][1380/2505] lr: 3.750e-03, eta: 1 day, 22:47:39, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7505, loss_cls: 2.0005, loss: 2.0005, grad_norm: 6.9993 2020-08-15 23:42:17,559 - mmaction - INFO - Epoch [12][1400/2505] lr: 3.750e-03, eta: 1 day, 22:47:24, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7797, loss_cls: 1.9506, loss: 1.9506, grad_norm: 7.1851 2020-08-15 23:42:32,054 - mmaction - INFO - Epoch [12][1420/2505] lr: 3.750e-03, eta: 1 day, 22:47:03, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7484, loss_cls: 2.0605, loss: 2.0605, grad_norm: 7.0825 2020-08-15 23:42:47,118 - mmaction - INFO - Epoch [12][1440/2505] lr: 3.750e-03, eta: 1 day, 22:46:47, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7797, loss_cls: 1.9982, loss: 1.9982, grad_norm: 7.3868 2020-08-15 23:43:02,176 - mmaction - INFO - Epoch [12][1460/2505] lr: 3.750e-03, eta: 1 day, 22:46:30, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9701, loss: 1.9701, grad_norm: 6.9820 2020-08-15 23:43:17,149 - mmaction - INFO - Epoch [12][1480/2505] lr: 3.750e-03, eta: 1 day, 22:46:14, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7708, loss_cls: 1.9453, loss: 1.9453, grad_norm: 7.0957 2020-08-15 23:43:31,563 - mmaction - INFO - Epoch [12][1500/2505] lr: 3.750e-03, eta: 1 day, 22:45:52, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7599, loss_cls: 1.9968, loss: 1.9968, grad_norm: 7.2642 2020-08-15 23:43:47,277 - mmaction - INFO - Epoch [12][1520/2505] lr: 3.750e-03, eta: 1 day, 22:45:41, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.5120, top5_acc: 0.7625, loss_cls: 2.0504, loss: 2.0504, grad_norm: 7.3288 2020-08-15 23:44:01,809 - mmaction - INFO - Epoch [12][1540/2505] lr: 3.750e-03, eta: 1 day, 22:45:21, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7849, loss_cls: 1.9131, loss: 1.9131, grad_norm: 7.1431 2020-08-15 23:44:16,590 - mmaction - INFO - Epoch [12][1560/2505] lr: 3.750e-03, eta: 1 day, 22:45:02, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7776, loss_cls: 1.9795, loss: 1.9795, grad_norm: 7.2606 2020-08-15 23:44:32,491 - mmaction - INFO - Epoch [12][1580/2505] lr: 3.750e-03, eta: 1 day, 22:44:52, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7667, loss_cls: 2.0072, loss: 2.0072, grad_norm: 7.3543 2020-08-15 23:44:47,451 - mmaction - INFO - Epoch [12][1600/2505] lr: 3.750e-03, eta: 1 day, 22:44:35, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7573, loss_cls: 2.0830, loss: 2.0830, grad_norm: 7.2120 2020-08-15 23:45:02,042 - mmaction - INFO - Epoch [12][1620/2505] lr: 3.750e-03, eta: 1 day, 22:44:16, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7630, loss_cls: 2.0459, loss: 2.0459, grad_norm: 7.2374 2020-08-15 23:45:16,613 - mmaction - INFO - Epoch [12][1640/2505] lr: 3.750e-03, eta: 1 day, 22:43:55, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7599, loss_cls: 2.0101, loss: 2.0101, grad_norm: 7.2303 2020-08-15 23:45:31,101 - mmaction - INFO - Epoch [12][1660/2505] lr: 3.750e-03, eta: 1 day, 22:43:35, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7521, loss_cls: 2.0639, loss: 2.0639, grad_norm: 7.3140 2020-08-15 23:45:46,515 - mmaction - INFO - Epoch [12][1680/2505] lr: 3.750e-03, eta: 1 day, 22:43:21, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7745, loss_cls: 1.9768, loss: 1.9768, grad_norm: 7.1153 2020-08-15 23:46:02,114 - mmaction - INFO - Epoch [12][1700/2505] lr: 3.750e-03, eta: 1 day, 22:43:09, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7724, loss_cls: 1.9732, loss: 1.9732, grad_norm: 7.2109 2020-08-15 23:46:17,361 - mmaction - INFO - Epoch [12][1720/2505] lr: 3.750e-03, eta: 1 day, 22:42:54, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7771, loss_cls: 1.9814, loss: 1.9814, grad_norm: 7.0803 2020-08-15 23:46:31,427 - mmaction - INFO - Epoch [12][1740/2505] lr: 3.750e-03, eta: 1 day, 22:42:30, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7380, loss_cls: 2.1293, loss: 2.1293, grad_norm: 7.4693 2020-08-15 23:46:47,348 - mmaction - INFO - Epoch [12][1760/2505] lr: 3.750e-03, eta: 1 day, 22:42:21, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5177, top5_acc: 0.7661, loss_cls: 2.0228, loss: 2.0228, grad_norm: 7.2131 2020-08-15 23:47:01,414 - mmaction - INFO - Epoch [12][1780/2505] lr: 3.750e-03, eta: 1 day, 22:41:57, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0940, loss: 2.0940, grad_norm: 7.2727 2020-08-15 23:47:15,881 - mmaction - INFO - Epoch [12][1800/2505] lr: 3.750e-03, eta: 1 day, 22:41:36, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7750, loss_cls: 2.0084, loss: 2.0084, grad_norm: 7.1993 2020-08-15 23:47:30,759 - mmaction - INFO - Epoch [12][1820/2505] lr: 3.750e-03, eta: 1 day, 22:41:18, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7641, loss_cls: 2.0035, loss: 2.0035, grad_norm: 7.0040 2020-08-15 23:47:45,388 - mmaction - INFO - Epoch [12][1840/2505] lr: 3.750e-03, eta: 1 day, 22:40:59, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7583, loss_cls: 2.0194, loss: 2.0194, grad_norm: 7.1386 2020-08-15 23:48:00,715 - mmaction - INFO - Epoch [12][1860/2505] lr: 3.750e-03, eta: 1 day, 22:40:44, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5214, top5_acc: 0.7615, loss_cls: 2.0253, loss: 2.0253, grad_norm: 7.2847 2020-08-15 23:48:16,020 - mmaction - INFO - Epoch [12][1880/2505] lr: 3.750e-03, eta: 1 day, 22:40:30, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0336, loss: 2.0336, grad_norm: 7.4201 2020-08-15 23:48:30,238 - mmaction - INFO - Epoch [12][1900/2505] lr: 3.750e-03, eta: 1 day, 22:40:07, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7448, loss_cls: 2.1406, loss: 2.1406, grad_norm: 7.5024 2020-08-15 23:48:45,114 - mmaction - INFO - Epoch [12][1920/2505] lr: 3.750e-03, eta: 1 day, 22:39:50, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7646, loss_cls: 2.0164, loss: 2.0164, grad_norm: 7.0677 2020-08-15 23:48:59,850 - mmaction - INFO - Epoch [12][1940/2505] lr: 3.750e-03, eta: 1 day, 22:39:31, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7729, loss_cls: 2.0260, loss: 2.0260, grad_norm: 7.0716 2020-08-15 23:49:14,510 - mmaction - INFO - Epoch [12][1960/2505] lr: 3.750e-03, eta: 1 day, 22:39:12, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7703, loss_cls: 1.9688, loss: 1.9688, grad_norm: 6.9637 2020-08-15 23:49:30,129 - mmaction - INFO - Epoch [12][1980/2505] lr: 3.750e-03, eta: 1 day, 22:39:00, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7682, loss_cls: 2.0216, loss: 2.0216, grad_norm: 7.1847 2020-08-15 23:49:44,807 - mmaction - INFO - Epoch [12][2000/2505] lr: 3.750e-03, eta: 1 day, 22:38:41, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7703, loss_cls: 2.0088, loss: 2.0088, grad_norm: 7.2378 2020-08-15 23:49:59,736 - mmaction - INFO - Epoch [12][2020/2505] lr: 3.750e-03, eta: 1 day, 22:38:23, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7568, loss_cls: 2.0425, loss: 2.0425, grad_norm: 7.1686 2020-08-15 23:50:14,178 - mmaction - INFO - Epoch [12][2040/2505] lr: 3.750e-03, eta: 1 day, 22:38:03, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7604, loss_cls: 2.0314, loss: 2.0314, grad_norm: 7.2052 2020-08-15 23:50:28,980 - mmaction - INFO - Epoch [12][2060/2505] lr: 3.750e-03, eta: 1 day, 22:37:44, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.5099, top5_acc: 0.7479, loss_cls: 2.0841, loss: 2.0841, grad_norm: 7.3883 2020-08-15 23:50:43,775 - mmaction - INFO - Epoch [12][2080/2505] lr: 3.750e-03, eta: 1 day, 22:37:26, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7620, loss_cls: 2.0336, loss: 2.0336, grad_norm: 7.1540 2020-08-15 23:50:58,432 - mmaction - INFO - Epoch [12][2100/2505] lr: 3.750e-03, eta: 1 day, 22:37:07, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7594, loss_cls: 2.0597, loss: 2.0597, grad_norm: 7.2661 2020-08-15 23:51:14,897 - mmaction - INFO - Epoch [12][2120/2505] lr: 3.750e-03, eta: 1 day, 22:37:01, time: 0.825, data_time: 0.005, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7859, loss_cls: 2.0137, loss: 2.0137, grad_norm: 7.0398 2020-08-15 23:51:28,854 - mmaction - INFO - Epoch [12][2140/2505] lr: 3.750e-03, eta: 1 day, 22:36:37, time: 0.696, data_time: 0.004, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7745, loss_cls: 1.9552, loss: 1.9552, grad_norm: 6.9453 2020-08-15 23:51:44,451 - mmaction - INFO - Epoch [12][2160/2505] lr: 3.750e-03, eta: 1 day, 22:36:25, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7729, loss_cls: 1.9535, loss: 1.9535, grad_norm: 6.9187 2020-08-15 23:51:59,073 - mmaction - INFO - Epoch [12][2180/2505] lr: 3.750e-03, eta: 1 day, 22:36:05, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7854, loss_cls: 1.9542, loss: 1.9542, grad_norm: 7.0813 2020-08-15 23:52:13,426 - mmaction - INFO - Epoch [12][2200/2505] lr: 3.750e-03, eta: 1 day, 22:35:44, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7771, loss_cls: 1.9583, loss: 1.9583, grad_norm: 7.2632 2020-08-15 23:52:28,823 - mmaction - INFO - Epoch [12][2220/2505] lr: 3.750e-03, eta: 1 day, 22:35:30, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7651, loss_cls: 2.0153, loss: 2.0153, grad_norm: 7.1586 2020-08-15 23:52:43,247 - mmaction - INFO - Epoch [12][2240/2505] lr: 3.750e-03, eta: 1 day, 22:35:09, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 2.0319, loss: 2.0319, grad_norm: 7.1674 2020-08-15 23:52:58,571 - mmaction - INFO - Epoch [12][2260/2505] lr: 3.750e-03, eta: 1 day, 22:34:55, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7677, loss_cls: 1.9672, loss: 1.9672, grad_norm: 6.9026 2020-08-15 23:53:14,448 - mmaction - INFO - Epoch [12][2280/2505] lr: 3.750e-03, eta: 1 day, 22:34:45, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7563, loss_cls: 2.0656, loss: 2.0656, grad_norm: 7.1101 2020-08-15 23:53:28,392 - mmaction - INFO - Epoch [12][2300/2505] lr: 3.750e-03, eta: 1 day, 22:34:20, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7589, loss_cls: 2.0370, loss: 2.0370, grad_norm: 7.1409 2020-08-15 23:53:43,648 - mmaction - INFO - Epoch [12][2320/2505] lr: 3.750e-03, eta: 1 day, 22:34:05, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7625, loss_cls: 2.0079, loss: 2.0079, grad_norm: 7.1151 2020-08-15 23:53:58,452 - mmaction - INFO - Epoch [12][2340/2505] lr: 3.750e-03, eta: 1 day, 22:33:47, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7620, loss_cls: 2.0259, loss: 2.0259, grad_norm: 7.2531 2020-08-15 23:54:12,947 - mmaction - INFO - Epoch [12][2360/2505] lr: 3.750e-03, eta: 1 day, 22:33:27, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7682, loss_cls: 2.0032, loss: 2.0032, grad_norm: 7.1872 2020-08-15 23:54:27,355 - mmaction - INFO - Epoch [12][2380/2505] lr: 3.750e-03, eta: 1 day, 22:33:06, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9576, loss: 1.9576, grad_norm: 7.0642 2020-08-15 23:54:42,228 - mmaction - INFO - Epoch [12][2400/2505] lr: 3.750e-03, eta: 1 day, 22:32:48, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7589, loss_cls: 2.0708, loss: 2.0708, grad_norm: 7.2649 2020-08-15 23:54:57,588 - mmaction - INFO - Epoch [12][2420/2505] lr: 3.750e-03, eta: 1 day, 22:32:34, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5198, top5_acc: 0.7609, loss_cls: 2.0587, loss: 2.0587, grad_norm: 7.1772 2020-08-15 23:55:12,494 - mmaction - INFO - Epoch [12][2440/2505] lr: 3.750e-03, eta: 1 day, 22:32:17, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7552, loss_cls: 2.1408, loss: 2.1408, grad_norm: 7.3289 2020-08-15 23:55:27,059 - mmaction - INFO - Epoch [12][2460/2505] lr: 3.750e-03, eta: 1 day, 22:31:57, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7786, loss_cls: 1.9693, loss: 1.9693, grad_norm: 7.0662 2020-08-15 23:55:41,586 - mmaction - INFO - Epoch [12][2480/2505] lr: 3.750e-03, eta: 1 day, 22:31:37, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7943, loss_cls: 1.9106, loss: 1.9106, grad_norm: 7.0859 2020-08-15 23:55:56,996 - mmaction - INFO - Epoch [12][2500/2505] lr: 3.750e-03, eta: 1 day, 22:31:23, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7714, loss_cls: 1.9717, loss: 1.9717, grad_norm: 6.9373 2020-08-15 23:56:00,572 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-08-15 23:56:21,363 - mmaction - INFO - Epoch [13][20/2505] lr: 3.750e-03, eta: 1 day, 22:31:15, time: 1.021, data_time: 0.404, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7760, loss_cls: 1.9437, loss: 1.9437, grad_norm: 7.1796 2020-08-15 23:56:35,268 - mmaction - INFO - Epoch [13][40/2505] lr: 3.750e-03, eta: 1 day, 22:30:50, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7682, loss_cls: 1.9817, loss: 1.9817, grad_norm: 7.0173 2020-08-15 23:56:49,273 - mmaction - INFO - Epoch [13][60/2505] lr: 3.750e-03, eta: 1 day, 22:30:26, time: 0.699, data_time: 0.004, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7745, loss_cls: 1.9457, loss: 1.9457, grad_norm: 6.8972 2020-08-15 23:57:03,722 - mmaction - INFO - Epoch [13][80/2505] lr: 3.750e-03, eta: 1 day, 22:30:06, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7818, loss_cls: 1.9358, loss: 1.9358, grad_norm: 7.0039 2020-08-15 23:57:18,749 - mmaction - INFO - Epoch [13][100/2505] lr: 3.750e-03, eta: 1 day, 22:29:49, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7708, loss_cls: 1.9929, loss: 1.9929, grad_norm: 7.1043 2020-08-15 23:57:34,023 - mmaction - INFO - Epoch [13][120/2505] lr: 3.750e-03, eta: 1 day, 22:29:35, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7505, loss_cls: 2.0607, loss: 2.0607, grad_norm: 7.1183 2020-08-15 23:57:48,137 - mmaction - INFO - Epoch [13][140/2505] lr: 3.750e-03, eta: 1 day, 22:29:11, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7724, loss_cls: 1.9550, loss: 1.9550, grad_norm: 6.9977 2020-08-15 23:58:02,821 - mmaction - INFO - Epoch [13][160/2505] lr: 3.750e-03, eta: 1 day, 22:28:53, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7682, loss_cls: 1.9614, loss: 1.9614, grad_norm: 7.0530 2020-08-15 23:58:18,532 - mmaction - INFO - Epoch [13][180/2505] lr: 3.750e-03, eta: 1 day, 22:28:41, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7813, loss_cls: 1.9738, loss: 1.9738, grad_norm: 7.1827 2020-08-15 23:58:32,758 - mmaction - INFO - Epoch [13][200/2505] lr: 3.750e-03, eta: 1 day, 22:28:19, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7552, loss_cls: 2.0322, loss: 2.0322, grad_norm: 7.3484 2020-08-15 23:58:47,903 - mmaction - INFO - Epoch [13][220/2505] lr: 3.750e-03, eta: 1 day, 22:28:03, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7620, loss_cls: 1.9928, loss: 1.9928, grad_norm: 6.9938 2020-08-15 23:59:03,637 - mmaction - INFO - Epoch [13][240/2505] lr: 3.750e-03, eta: 1 day, 22:27:52, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5224, top5_acc: 0.7896, loss_cls: 1.9445, loss: 1.9445, grad_norm: 7.1239 2020-08-15 23:59:17,745 - mmaction - INFO - Epoch [13][260/2505] lr: 3.750e-03, eta: 1 day, 22:27:29, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7807, loss_cls: 1.9111, loss: 1.9111, grad_norm: 7.0516 2020-08-15 23:59:32,425 - mmaction - INFO - Epoch [13][280/2505] lr: 3.750e-03, eta: 1 day, 22:27:10, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 1.9213, loss: 1.9213, grad_norm: 7.2110 2020-08-15 23:59:47,180 - mmaction - INFO - Epoch [13][300/2505] lr: 3.750e-03, eta: 1 day, 22:26:51, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7828, loss_cls: 1.9457, loss: 1.9457, grad_norm: 7.1542 2020-08-16 00:00:03,150 - mmaction - INFO - Epoch [13][320/2505] lr: 3.750e-03, eta: 1 day, 22:26:41, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7828, loss_cls: 1.9283, loss: 1.9283, grad_norm: 7.0384 2020-08-16 00:00:18,053 - mmaction - INFO - Epoch [13][340/2505] lr: 3.750e-03, eta: 1 day, 22:26:24, time: 0.750, data_time: 0.023, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7880, loss_cls: 1.8764, loss: 1.8764, grad_norm: 6.9666 2020-08-16 00:00:32,468 - mmaction - INFO - Epoch [13][360/2505] lr: 3.750e-03, eta: 1 day, 22:26:04, time: 0.725, data_time: 0.013, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7635, loss_cls: 1.9966, loss: 1.9966, grad_norm: 7.2268 2020-08-16 00:00:47,059 - mmaction - INFO - Epoch [13][380/2505] lr: 3.750e-03, eta: 1 day, 22:25:45, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7729, loss_cls: 1.9687, loss: 1.9687, grad_norm: 7.0787 2020-08-16 00:01:02,059 - mmaction - INFO - Epoch [13][400/2505] lr: 3.750e-03, eta: 1 day, 22:25:28, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7724, loss_cls: 1.9925, loss: 1.9925, grad_norm: 7.1382 2020-08-16 00:01:16,594 - mmaction - INFO - Epoch [13][420/2505] lr: 3.750e-03, eta: 1 day, 22:25:08, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7818, loss_cls: 1.8575, loss: 1.8575, grad_norm: 6.9852 2020-08-16 00:01:31,199 - mmaction - INFO - Epoch [13][440/2505] lr: 3.750e-03, eta: 1 day, 22:24:49, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7635, loss_cls: 1.9817, loss: 1.9817, grad_norm: 7.1130 2020-08-16 00:01:45,926 - mmaction - INFO - Epoch [13][460/2505] lr: 3.750e-03, eta: 1 day, 22:24:30, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7682, loss_cls: 2.0310, loss: 2.0310, grad_norm: 7.1435 2020-08-16 00:02:00,604 - mmaction - INFO - Epoch [13][480/2505] lr: 3.750e-03, eta: 1 day, 22:24:11, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7786, loss_cls: 1.9540, loss: 1.9540, grad_norm: 7.1359 2020-08-16 00:02:15,323 - mmaction - INFO - Epoch [13][500/2505] lr: 3.750e-03, eta: 1 day, 22:23:53, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7536, loss_cls: 2.0372, loss: 2.0372, grad_norm: 7.1005 2020-08-16 00:02:30,767 - mmaction - INFO - Epoch [13][520/2505] lr: 3.750e-03, eta: 1 day, 22:23:39, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7781, loss_cls: 1.9103, loss: 1.9103, grad_norm: 6.9894 2020-08-16 00:02:45,545 - mmaction - INFO - Epoch [13][540/2505] lr: 3.750e-03, eta: 1 day, 22:23:21, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7760, loss_cls: 1.9469, loss: 1.9469, grad_norm: 7.1225 2020-08-16 00:03:00,797 - mmaction - INFO - Epoch [13][560/2505] lr: 3.750e-03, eta: 1 day, 22:23:06, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7620, loss_cls: 2.0229, loss: 2.0229, grad_norm: 7.2817 2020-08-16 00:03:15,265 - mmaction - INFO - Epoch [13][580/2505] lr: 3.750e-03, eta: 1 day, 22:22:46, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7745, loss_cls: 1.9215, loss: 1.9215, grad_norm: 6.9406 2020-08-16 00:03:30,598 - mmaction - INFO - Epoch [13][600/2505] lr: 3.750e-03, eta: 1 day, 22:22:32, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7641, loss_cls: 2.0475, loss: 2.0475, grad_norm: 7.4212 2020-08-16 00:03:45,117 - mmaction - INFO - Epoch [13][620/2505] lr: 3.750e-03, eta: 1 day, 22:22:12, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7724, loss_cls: 1.9556, loss: 1.9556, grad_norm: 7.1193 2020-08-16 00:04:00,129 - mmaction - INFO - Epoch [13][640/2505] lr: 3.750e-03, eta: 1 day, 22:21:56, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7859, loss_cls: 1.9370, loss: 1.9370, grad_norm: 6.9283 2020-08-16 00:04:15,156 - mmaction - INFO - Epoch [13][660/2505] lr: 3.750e-03, eta: 1 day, 22:21:39, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7766, loss_cls: 1.9744, loss: 1.9744, grad_norm: 7.1890 2020-08-16 00:04:29,858 - mmaction - INFO - Epoch [13][680/2505] lr: 3.750e-03, eta: 1 day, 22:21:21, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7698, loss_cls: 1.9584, loss: 1.9584, grad_norm: 7.2596 2020-08-16 00:04:45,026 - mmaction - INFO - Epoch [13][700/2505] lr: 3.750e-03, eta: 1 day, 22:21:05, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7734, loss_cls: 1.9806, loss: 1.9806, grad_norm: 7.1525 2020-08-16 00:05:00,472 - mmaction - INFO - Epoch [13][720/2505] lr: 3.750e-03, eta: 1 day, 22:20:52, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7708, loss_cls: 2.0084, loss: 2.0084, grad_norm: 7.1618 2020-08-16 00:05:15,181 - mmaction - INFO - Epoch [13][740/2505] lr: 3.750e-03, eta: 1 day, 22:20:33, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7839, loss_cls: 1.9590, loss: 1.9590, grad_norm: 7.0919 2020-08-16 00:05:29,554 - mmaction - INFO - Epoch [13][760/2505] lr: 3.750e-03, eta: 1 day, 22:20:12, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7812, loss_cls: 1.9476, loss: 1.9476, grad_norm: 7.3040 2020-08-16 00:05:44,396 - mmaction - INFO - Epoch [13][780/2505] lr: 3.750e-03, eta: 1 day, 22:19:54, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7547, loss_cls: 2.0334, loss: 2.0334, grad_norm: 7.2092 2020-08-16 00:05:59,311 - mmaction - INFO - Epoch [13][800/2505] lr: 3.750e-03, eta: 1 day, 22:19:38, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7583, loss_cls: 2.0119, loss: 2.0119, grad_norm: 7.1601 2020-08-16 00:06:14,228 - mmaction - INFO - Epoch [13][820/2505] lr: 3.750e-03, eta: 1 day, 22:19:21, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7583, loss_cls: 2.0474, loss: 2.0474, grad_norm: 7.3094 2020-08-16 00:06:28,917 - mmaction - INFO - Epoch [13][840/2505] lr: 3.750e-03, eta: 1 day, 22:19:02, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7583, loss_cls: 2.0319, loss: 2.0319, grad_norm: 7.2292 2020-08-16 00:06:43,564 - mmaction - INFO - Epoch [13][860/2505] lr: 3.750e-03, eta: 1 day, 22:18:43, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7599, loss_cls: 2.0135, loss: 2.0135, grad_norm: 7.1224 2020-08-16 00:06:58,703 - mmaction - INFO - Epoch [13][880/2505] lr: 3.750e-03, eta: 1 day, 22:18:27, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7719, loss_cls: 1.9662, loss: 1.9662, grad_norm: 7.1731 2020-08-16 00:07:13,902 - mmaction - INFO - Epoch [13][900/2505] lr: 3.750e-03, eta: 1 day, 22:18:12, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5313, top5_acc: 0.7719, loss_cls: 2.0290, loss: 2.0290, grad_norm: 7.2104 2020-08-16 00:07:28,886 - mmaction - INFO - Epoch [13][920/2505] lr: 3.750e-03, eta: 1 day, 22:17:55, time: 0.749, data_time: 0.008, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7823, loss_cls: 1.9562, loss: 1.9562, grad_norm: 7.3207 2020-08-16 00:07:43,506 - mmaction - INFO - Epoch [13][940/2505] lr: 3.750e-03, eta: 1 day, 22:17:36, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7583, loss_cls: 2.0335, loss: 2.0335, grad_norm: 7.2745 2020-08-16 00:07:58,676 - mmaction - INFO - Epoch [13][960/2505] lr: 3.750e-03, eta: 1 day, 22:17:21, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.9265, loss: 1.9265, grad_norm: 7.1947 2020-08-16 00:08:13,557 - mmaction - INFO - Epoch [13][980/2505] lr: 3.750e-03, eta: 1 day, 22:17:04, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7755, loss_cls: 1.9666, loss: 1.9666, grad_norm: 7.0893 2020-08-16 00:08:28,701 - mmaction - INFO - Epoch [13][1000/2505] lr: 3.750e-03, eta: 1 day, 22:16:48, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5313, top5_acc: 0.7745, loss_cls: 1.9866, loss: 1.9866, grad_norm: 7.1801 2020-08-16 00:08:43,492 - mmaction - INFO - Epoch [13][1020/2505] lr: 3.750e-03, eta: 1 day, 22:16:30, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7932, loss_cls: 1.8978, loss: 1.8978, grad_norm: 7.0981 2020-08-16 00:08:59,802 - mmaction - INFO - Epoch [13][1040/2505] lr: 3.750e-03, eta: 1 day, 22:16:23, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7781, loss_cls: 1.9245, loss: 1.9245, grad_norm: 7.0704 2020-08-16 00:09:14,098 - mmaction - INFO - Epoch [13][1060/2505] lr: 3.750e-03, eta: 1 day, 22:16:01, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7823, loss_cls: 1.9460, loss: 1.9460, grad_norm: 7.1491 2020-08-16 00:09:28,391 - mmaction - INFO - Epoch [13][1080/2505] lr: 3.750e-03, eta: 1 day, 22:15:40, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7750, loss_cls: 1.9611, loss: 1.9611, grad_norm: 7.1509 2020-08-16 00:09:44,140 - mmaction - INFO - Epoch [13][1100/2505] lr: 3.750e-03, eta: 1 day, 22:15:29, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7687, loss_cls: 1.9823, loss: 1.9823, grad_norm: 7.1035 2020-08-16 00:09:59,171 - mmaction - INFO - Epoch [13][1120/2505] lr: 3.750e-03, eta: 1 day, 22:15:13, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7641, loss_cls: 2.0129, loss: 2.0129, grad_norm: 7.1127 2020-08-16 00:10:14,044 - mmaction - INFO - Epoch [13][1140/2505] lr: 3.750e-03, eta: 1 day, 22:14:55, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7688, loss_cls: 1.9879, loss: 1.9879, grad_norm: 6.9755 2020-08-16 00:10:28,512 - mmaction - INFO - Epoch [13][1160/2505] lr: 3.750e-03, eta: 1 day, 22:14:35, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7688, loss_cls: 1.9484, loss: 1.9484, grad_norm: 7.0529 2020-08-16 00:10:43,170 - mmaction - INFO - Epoch [13][1180/2505] lr: 3.750e-03, eta: 1 day, 22:14:16, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7745, loss_cls: 1.9755, loss: 1.9755, grad_norm: 7.1577 2020-08-16 00:10:58,082 - mmaction - INFO - Epoch [13][1200/2505] lr: 3.750e-03, eta: 1 day, 22:13:59, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7760, loss_cls: 1.9605, loss: 1.9605, grad_norm: 6.9952 2020-08-16 00:11:12,792 - mmaction - INFO - Epoch [13][1220/2505] lr: 3.750e-03, eta: 1 day, 22:13:40, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7792, loss_cls: 2.0050, loss: 2.0050, grad_norm: 7.2097 2020-08-16 00:11:27,994 - mmaction - INFO - Epoch [13][1240/2505] lr: 3.750e-03, eta: 1 day, 22:13:26, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7917, loss_cls: 1.9168, loss: 1.9168, grad_norm: 7.2072 2020-08-16 00:11:42,833 - mmaction - INFO - Epoch [13][1260/2505] lr: 3.750e-03, eta: 1 day, 22:13:08, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7568, loss_cls: 2.0664, loss: 2.0664, grad_norm: 7.3672 2020-08-16 00:11:57,942 - mmaction - INFO - Epoch [13][1280/2505] lr: 3.750e-03, eta: 1 day, 22:12:52, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7786, loss_cls: 1.9357, loss: 1.9357, grad_norm: 7.2176 2020-08-16 00:12:12,555 - mmaction - INFO - Epoch [13][1300/2505] lr: 3.750e-03, eta: 1 day, 22:12:33, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7917, loss_cls: 1.9135, loss: 1.9135, grad_norm: 7.2778 2020-08-16 00:12:27,799 - mmaction - INFO - Epoch [13][1320/2505] lr: 3.750e-03, eta: 1 day, 22:12:18, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7859, loss_cls: 1.9415, loss: 1.9415, grad_norm: 7.1159 2020-08-16 00:12:42,822 - mmaction - INFO - Epoch [13][1340/2505] lr: 3.750e-03, eta: 1 day, 22:12:02, time: 0.751, data_time: 0.002, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7599, loss_cls: 2.0607, loss: 2.0607, grad_norm: 7.2962 2020-08-16 00:12:57,145 - mmaction - INFO - Epoch [13][1360/2505] lr: 3.750e-03, eta: 1 day, 22:11:41, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7786, loss_cls: 1.9572, loss: 1.9572, grad_norm: 7.0581 2020-08-16 00:13:12,292 - mmaction - INFO - Epoch [13][1380/2505] lr: 3.750e-03, eta: 1 day, 22:11:25, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7786, loss_cls: 1.9753, loss: 1.9753, grad_norm: 7.1531 2020-08-16 00:13:27,397 - mmaction - INFO - Epoch [13][1400/2505] lr: 3.750e-03, eta: 1 day, 22:11:10, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7724, loss_cls: 1.9902, loss: 1.9902, grad_norm: 7.0966 2020-08-16 00:13:42,886 - mmaction - INFO - Epoch [13][1420/2505] lr: 3.750e-03, eta: 1 day, 22:10:57, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9392, loss: 1.9392, grad_norm: 7.2139 2020-08-16 00:13:57,028 - mmaction - INFO - Epoch [13][1440/2505] lr: 3.750e-03, eta: 1 day, 22:10:34, time: 0.707, data_time: 0.004, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7620, loss_cls: 2.0087, loss: 2.0087, grad_norm: 7.2211 2020-08-16 00:14:12,144 - mmaction - INFO - Epoch [13][1460/2505] lr: 3.750e-03, eta: 1 day, 22:10:19, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7719, loss_cls: 2.0181, loss: 2.0181, grad_norm: 7.2976 2020-08-16 00:14:26,804 - mmaction - INFO - Epoch [13][1480/2505] lr: 3.750e-03, eta: 1 day, 22:10:00, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7661, loss_cls: 2.0061, loss: 2.0061, grad_norm: 7.1011 2020-08-16 00:14:41,392 - mmaction - INFO - Epoch [13][1500/2505] lr: 3.750e-03, eta: 1 day, 22:09:41, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7542, loss_cls: 1.9850, loss: 1.9850, grad_norm: 7.2601 2020-08-16 00:14:56,177 - mmaction - INFO - Epoch [13][1520/2505] lr: 3.750e-03, eta: 1 day, 22:09:22, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7786, loss_cls: 1.9464, loss: 1.9464, grad_norm: 7.2029 2020-08-16 00:15:11,730 - mmaction - INFO - Epoch [13][1540/2505] lr: 3.750e-03, eta: 1 day, 22:09:10, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7724, loss_cls: 1.9576, loss: 1.9576, grad_norm: 7.1452 2020-08-16 00:15:27,576 - mmaction - INFO - Epoch [13][1560/2505] lr: 3.750e-03, eta: 1 day, 22:08:59, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7802, loss_cls: 1.9852, loss: 1.9852, grad_norm: 7.0307 2020-08-16 00:15:42,014 - mmaction - INFO - Epoch [13][1580/2505] lr: 3.750e-03, eta: 1 day, 22:08:39, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7568, loss_cls: 2.0143, loss: 2.0143, grad_norm: 7.1084 2020-08-16 00:15:56,675 - mmaction - INFO - Epoch [13][1600/2505] lr: 3.750e-03, eta: 1 day, 22:08:20, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7672, loss_cls: 1.9495, loss: 1.9495, grad_norm: 6.9830 2020-08-16 00:16:11,148 - mmaction - INFO - Epoch [13][1620/2505] lr: 3.750e-03, eta: 1 day, 22:08:00, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7786, loss_cls: 1.9216, loss: 1.9216, grad_norm: 7.1848 2020-08-16 00:16:25,997 - mmaction - INFO - Epoch [13][1640/2505] lr: 3.750e-03, eta: 1 day, 22:07:43, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7714, loss_cls: 1.9953, loss: 1.9953, grad_norm: 7.1694 2020-08-16 00:16:40,514 - mmaction - INFO - Epoch [13][1660/2505] lr: 3.750e-03, eta: 1 day, 22:07:23, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5208, top5_acc: 0.7828, loss_cls: 1.9686, loss: 1.9686, grad_norm: 7.2542 2020-08-16 00:16:56,391 - mmaction - INFO - Epoch [13][1680/2505] lr: 3.750e-03, eta: 1 day, 22:07:12, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7859, loss_cls: 1.8913, loss: 1.8913, grad_norm: 6.8882 2020-08-16 00:17:10,603 - mmaction - INFO - Epoch [13][1700/2505] lr: 3.750e-03, eta: 1 day, 22:06:51, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7865, loss_cls: 1.9122, loss: 1.9122, grad_norm: 7.2395 2020-08-16 00:17:25,420 - mmaction - INFO - Epoch [13][1720/2505] lr: 3.750e-03, eta: 1 day, 22:06:33, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7792, loss_cls: 1.9675, loss: 1.9675, grad_norm: 7.0948 2020-08-16 00:17:40,790 - mmaction - INFO - Epoch [13][1740/2505] lr: 3.750e-03, eta: 1 day, 22:06:19, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7797, loss_cls: 1.9851, loss: 1.9851, grad_norm: 7.1416 2020-08-16 00:17:55,235 - mmaction - INFO - Epoch [13][1760/2505] lr: 3.750e-03, eta: 1 day, 22:05:59, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7620, loss_cls: 2.0015, loss: 2.0015, grad_norm: 7.2262 2020-08-16 00:18:09,989 - mmaction - INFO - Epoch [13][1780/2505] lr: 3.750e-03, eta: 1 day, 22:05:41, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7854, loss_cls: 1.9338, loss: 1.9338, grad_norm: 6.9215 2020-08-16 00:18:24,778 - mmaction - INFO - Epoch [13][1800/2505] lr: 3.750e-03, eta: 1 day, 22:05:23, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7661, loss_cls: 1.9779, loss: 1.9779, grad_norm: 7.1900 2020-08-16 00:18:39,439 - mmaction - INFO - Epoch [13][1820/2505] lr: 3.750e-03, eta: 1 day, 22:05:04, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0463, loss: 2.0463, grad_norm: 6.9537 2020-08-16 00:18:54,300 - mmaction - INFO - Epoch [13][1840/2505] lr: 3.750e-03, eta: 1 day, 22:04:47, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7755, loss_cls: 1.9627, loss: 1.9627, grad_norm: 7.1529 2020-08-16 00:19:09,258 - mmaction - INFO - Epoch [13][1860/2505] lr: 3.750e-03, eta: 1 day, 22:04:30, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7630, loss_cls: 2.0394, loss: 2.0394, grad_norm: 7.3167 2020-08-16 00:19:24,187 - mmaction - INFO - Epoch [13][1880/2505] lr: 3.750e-03, eta: 1 day, 22:04:13, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7724, loss_cls: 1.9945, loss: 1.9945, grad_norm: 7.1193 2020-08-16 00:19:39,205 - mmaction - INFO - Epoch [13][1900/2505] lr: 3.750e-03, eta: 1 day, 22:03:57, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7755, loss_cls: 2.0028, loss: 2.0028, grad_norm: 7.2928 2020-08-16 00:19:54,012 - mmaction - INFO - Epoch [13][1920/2505] lr: 3.750e-03, eta: 1 day, 22:03:39, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7823, loss_cls: 1.9114, loss: 1.9114, grad_norm: 7.1701 2020-08-16 00:20:10,612 - mmaction - INFO - Epoch [13][1940/2505] lr: 3.750e-03, eta: 1 day, 22:03:34, time: 0.834, data_time: 0.007, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7656, loss_cls: 1.9644, loss: 1.9644, grad_norm: 7.2263 2020-08-16 00:20:24,559 - mmaction - INFO - Epoch [13][1960/2505] lr: 3.750e-03, eta: 1 day, 22:03:10, time: 0.695, data_time: 0.004, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7833, loss_cls: 1.9161, loss: 1.9161, grad_norm: 7.1124 2020-08-16 00:20:39,383 - mmaction - INFO - Epoch [13][1980/2505] lr: 3.750e-03, eta: 1 day, 22:02:53, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7792, loss_cls: 1.9656, loss: 1.9656, grad_norm: 7.1311 2020-08-16 00:20:54,241 - mmaction - INFO - Epoch [13][2000/2505] lr: 3.750e-03, eta: 1 day, 22:02:35, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7583, loss_cls: 2.0211, loss: 2.0211, grad_norm: 7.0839 2020-08-16 00:21:09,049 - mmaction - INFO - Epoch [13][2020/2505] lr: 3.750e-03, eta: 1 day, 22:02:18, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7625, loss_cls: 2.0445, loss: 2.0445, grad_norm: 7.2574 2020-08-16 00:21:24,223 - mmaction - INFO - Epoch [13][2040/2505] lr: 3.750e-03, eta: 1 day, 22:02:03, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7865, loss_cls: 1.9481, loss: 1.9481, grad_norm: 7.1178 2020-08-16 00:21:38,839 - mmaction - INFO - Epoch [13][2060/2505] lr: 3.750e-03, eta: 1 day, 22:01:44, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7729, loss_cls: 1.9736, loss: 1.9736, grad_norm: 7.3320 2020-08-16 00:21:53,513 - mmaction - INFO - Epoch [13][2080/2505] lr: 3.750e-03, eta: 1 day, 22:01:25, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.5177, top5_acc: 0.7479, loss_cls: 2.0360, loss: 2.0360, grad_norm: 7.1721 2020-08-16 00:22:08,428 - mmaction - INFO - Epoch [13][2100/2505] lr: 3.750e-03, eta: 1 day, 22:01:08, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7859, loss_cls: 1.9013, loss: 1.9013, grad_norm: 6.8645 2020-08-16 00:22:23,162 - mmaction - INFO - Epoch [13][2120/2505] lr: 3.750e-03, eta: 1 day, 22:00:50, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7953, loss_cls: 1.8404, loss: 1.8404, grad_norm: 6.9161 2020-08-16 00:22:37,904 - mmaction - INFO - Epoch [13][2140/2505] lr: 3.750e-03, eta: 1 day, 22:00:32, time: 0.737, data_time: 0.003, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7740, loss_cls: 1.9952, loss: 1.9952, grad_norm: 7.3238 2020-08-16 00:22:52,688 - mmaction - INFO - Epoch [13][2160/2505] lr: 3.750e-03, eta: 1 day, 22:00:14, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7703, loss_cls: 1.9799, loss: 1.9799, grad_norm: 7.2372 2020-08-16 00:23:08,284 - mmaction - INFO - Epoch [13][2180/2505] lr: 3.750e-03, eta: 1 day, 22:00:02, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7750, loss_cls: 1.9838, loss: 1.9838, grad_norm: 7.2021 2020-08-16 00:23:24,569 - mmaction - INFO - Epoch [13][2200/2505] lr: 3.750e-03, eta: 1 day, 21:59:54, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7771, loss_cls: 1.9392, loss: 1.9392, grad_norm: 7.2393 2020-08-16 00:23:38,347 - mmaction - INFO - Epoch [13][2220/2505] lr: 3.750e-03, eta: 1 day, 21:59:29, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7495, loss_cls: 2.0171, loss: 2.0171, grad_norm: 7.0763 2020-08-16 00:23:53,609 - mmaction - INFO - Epoch [13][2240/2505] lr: 3.750e-03, eta: 1 day, 21:59:15, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0237, loss: 2.0237, grad_norm: 7.2358 2020-08-16 00:24:08,711 - mmaction - INFO - Epoch [13][2260/2505] lr: 3.750e-03, eta: 1 day, 21:58:59, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7661, loss_cls: 1.9741, loss: 1.9741, grad_norm: 7.0420 2020-08-16 00:24:23,026 - mmaction - INFO - Epoch [13][2280/2505] lr: 3.750e-03, eta: 1 day, 21:58:38, time: 0.716, data_time: 0.003, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7677, loss_cls: 2.0528, loss: 2.0528, grad_norm: 7.2189 2020-08-16 00:24:38,411 - mmaction - INFO - Epoch [13][2300/2505] lr: 3.750e-03, eta: 1 day, 21:58:25, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7828, loss_cls: 1.9411, loss: 1.9411, grad_norm: 6.9208 2020-08-16 00:24:53,493 - mmaction - INFO - Epoch [13][2320/2505] lr: 3.750e-03, eta: 1 day, 21:58:08, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7688, loss_cls: 1.9934, loss: 1.9934, grad_norm: 7.2881 2020-08-16 00:25:07,897 - mmaction - INFO - Epoch [13][2340/2505] lr: 3.750e-03, eta: 1 day, 21:57:48, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7729, loss_cls: 1.9697, loss: 1.9697, grad_norm: 6.8984 2020-08-16 00:25:23,031 - mmaction - INFO - Epoch [13][2360/2505] lr: 3.750e-03, eta: 1 day, 21:57:33, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5167, top5_acc: 0.7651, loss_cls: 2.0476, loss: 2.0476, grad_norm: 7.2858 2020-08-16 00:25:38,101 - mmaction - INFO - Epoch [13][2380/2505] lr: 3.750e-03, eta: 1 day, 21:57:17, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7630, loss_cls: 2.0073, loss: 2.0073, grad_norm: 7.2227 2020-08-16 00:25:52,664 - mmaction - INFO - Epoch [13][2400/2505] lr: 3.750e-03, eta: 1 day, 21:56:57, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9931, loss: 1.9931, grad_norm: 7.2913 2020-08-16 00:26:07,202 - mmaction - INFO - Epoch [13][2420/2505] lr: 3.750e-03, eta: 1 day, 21:56:38, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.9284, loss: 1.9284, grad_norm: 7.2626 2020-08-16 00:26:22,210 - mmaction - INFO - Epoch [13][2440/2505] lr: 3.750e-03, eta: 1 day, 21:56:22, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7682, loss_cls: 1.9659, loss: 1.9659, grad_norm: 7.1517 2020-08-16 00:26:36,740 - mmaction - INFO - Epoch [13][2460/2505] lr: 3.750e-03, eta: 1 day, 21:56:03, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7646, loss_cls: 1.9947, loss: 1.9947, grad_norm: 6.9902 2020-08-16 00:26:52,179 - mmaction - INFO - Epoch [13][2480/2505] lr: 3.750e-03, eta: 1 day, 21:55:49, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7625, loss_cls: 2.0382, loss: 2.0382, grad_norm: 7.1171 2020-08-16 00:27:06,938 - mmaction - INFO - Epoch [13][2500/2505] lr: 3.750e-03, eta: 1 day, 21:55:31, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7563, loss_cls: 2.0090, loss: 2.0090, grad_norm: 7.3065 2020-08-16 00:27:11,909 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-08-16 00:27:36,735 - mmaction - INFO - Epoch [14][20/2505] lr: 3.750e-03, eta: 1 day, 21:55:47, time: 1.209, data_time: 0.599, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7776, loss_cls: 1.9194, loss: 1.9194, grad_norm: 6.9892 2020-08-16 00:27:49,493 - mmaction - INFO - Epoch [14][40/2505] lr: 3.750e-03, eta: 1 day, 21:55:16, time: 0.640, data_time: 0.006, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7724, loss_cls: 2.0039, loss: 2.0039, grad_norm: 7.2136 2020-08-16 00:28:03,658 - mmaction - INFO - Epoch [14][60/2505] lr: 3.750e-03, eta: 1 day, 21:54:54, time: 0.707, data_time: 0.004, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7708, loss_cls: 1.9952, loss: 1.9952, grad_norm: 7.1084 2020-08-16 00:28:19,103 - mmaction - INFO - Epoch [14][80/2505] lr: 3.750e-03, eta: 1 day, 21:54:41, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7760, loss_cls: 1.9621, loss: 1.9621, grad_norm: 7.2199 2020-08-16 00:28:33,947 - mmaction - INFO - Epoch [14][100/2505] lr: 3.750e-03, eta: 1 day, 21:54:23, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7865, loss_cls: 1.8949, loss: 1.8949, grad_norm: 7.2352 2020-08-16 00:28:48,135 - mmaction - INFO - Epoch [14][120/2505] lr: 3.750e-03, eta: 1 day, 21:54:02, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7839, loss_cls: 1.9770, loss: 1.9770, grad_norm: 7.2963 2020-08-16 00:29:02,672 - mmaction - INFO - Epoch [14][140/2505] lr: 3.750e-03, eta: 1 day, 21:53:42, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7745, loss_cls: 1.9529, loss: 1.9529, grad_norm: 7.2655 2020-08-16 00:29:18,340 - mmaction - INFO - Epoch [14][160/2505] lr: 3.750e-03, eta: 1 day, 21:53:31, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7839, loss_cls: 1.9222, loss: 1.9222, grad_norm: 7.0205 2020-08-16 00:29:32,793 - mmaction - INFO - Epoch [14][180/2505] lr: 3.750e-03, eta: 1 day, 21:53:10, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7693, loss_cls: 1.9714, loss: 1.9714, grad_norm: 7.2678 2020-08-16 00:29:47,766 - mmaction - INFO - Epoch [14][200/2505] lr: 3.750e-03, eta: 1 day, 21:52:54, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.9320, loss: 1.9320, grad_norm: 7.0160 2020-08-16 00:30:02,263 - mmaction - INFO - Epoch [14][220/2505] lr: 3.750e-03, eta: 1 day, 21:52:34, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7438, loss_cls: 2.1044, loss: 2.1044, grad_norm: 7.3517 2020-08-16 00:30:18,293 - mmaction - INFO - Epoch [14][240/2505] lr: 3.750e-03, eta: 1 day, 21:52:25, time: 0.801, data_time: 0.002, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7896, loss_cls: 1.8814, loss: 1.8814, grad_norm: 7.1606 2020-08-16 00:30:33,303 - mmaction - INFO - Epoch [14][260/2505] lr: 3.750e-03, eta: 1 day, 21:52:08, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7839, loss_cls: 1.8864, loss: 1.8864, grad_norm: 7.0316 2020-08-16 00:30:48,231 - mmaction - INFO - Epoch [14][280/2505] lr: 3.750e-03, eta: 1 day, 21:51:52, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7833, loss_cls: 1.9288, loss: 1.9288, grad_norm: 7.0648 2020-08-16 00:31:02,920 - mmaction - INFO - Epoch [14][300/2505] lr: 3.750e-03, eta: 1 day, 21:51:33, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7776, loss_cls: 1.9085, loss: 1.9085, grad_norm: 7.2455 2020-08-16 00:31:18,341 - mmaction - INFO - Epoch [14][320/2505] lr: 3.750e-03, eta: 1 day, 21:51:20, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7703, loss_cls: 1.9721, loss: 1.9721, grad_norm: 7.1642 2020-08-16 00:31:32,635 - mmaction - INFO - Epoch [14][340/2505] lr: 3.750e-03, eta: 1 day, 21:50:59, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7859, loss_cls: 1.9085, loss: 1.9085, grad_norm: 7.1892 2020-08-16 00:31:47,651 - mmaction - INFO - Epoch [14][360/2505] lr: 3.750e-03, eta: 1 day, 21:50:43, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8848, loss: 1.8848, grad_norm: 7.1554 2020-08-16 00:32:01,982 - mmaction - INFO - Epoch [14][380/2505] lr: 3.750e-03, eta: 1 day, 21:50:22, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7745, loss_cls: 1.9804, loss: 1.9804, grad_norm: 7.1947 2020-08-16 00:32:17,005 - mmaction - INFO - Epoch [14][400/2505] lr: 3.750e-03, eta: 1 day, 21:50:06, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7964, loss_cls: 1.8519, loss: 1.8519, grad_norm: 7.1865 2020-08-16 00:32:31,743 - mmaction - INFO - Epoch [14][420/2505] lr: 3.750e-03, eta: 1 day, 21:49:47, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7854, loss_cls: 1.8730, loss: 1.8730, grad_norm: 7.0175 2020-08-16 00:32:46,932 - mmaction - INFO - Epoch [14][440/2505] lr: 3.750e-03, eta: 1 day, 21:49:33, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7927, loss_cls: 1.8949, loss: 1.8949, grad_norm: 7.0222 2020-08-16 00:33:02,845 - mmaction - INFO - Epoch [14][460/2505] lr: 3.750e-03, eta: 1 day, 21:49:22, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7818, loss_cls: 1.9275, loss: 1.9275, grad_norm: 7.1046 2020-08-16 00:33:16,852 - mmaction - INFO - Epoch [14][480/2505] lr: 3.750e-03, eta: 1 day, 21:49:00, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7865, loss_cls: 1.8790, loss: 1.8790, grad_norm: 7.2058 2020-08-16 00:33:32,248 - mmaction - INFO - Epoch [14][500/2505] lr: 3.750e-03, eta: 1 day, 21:48:46, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7937, loss_cls: 1.8578, loss: 1.8578, grad_norm: 6.8971 2020-08-16 00:33:46,885 - mmaction - INFO - Epoch [14][520/2505] lr: 3.750e-03, eta: 1 day, 21:48:27, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9010, loss: 1.9010, grad_norm: 6.9734 2020-08-16 00:34:01,627 - mmaction - INFO - Epoch [14][540/2505] lr: 3.750e-03, eta: 1 day, 21:48:09, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7875, loss_cls: 1.8925, loss: 1.8925, grad_norm: 6.9824 2020-08-16 00:34:16,246 - mmaction - INFO - Epoch [14][560/2505] lr: 3.750e-03, eta: 1 day, 21:47:50, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7859, loss_cls: 1.8985, loss: 1.8985, grad_norm: 7.0611 2020-08-16 00:34:30,901 - mmaction - INFO - Epoch [14][580/2505] lr: 3.750e-03, eta: 1 day, 21:47:32, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9766, loss: 1.9766, grad_norm: 7.2030 2020-08-16 00:34:45,884 - mmaction - INFO - Epoch [14][600/2505] lr: 3.750e-03, eta: 1 day, 21:47:15, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7740, loss_cls: 1.9543, loss: 1.9543, grad_norm: 7.1477 2020-08-16 00:35:00,587 - mmaction - INFO - Epoch [14][620/2505] lr: 3.750e-03, eta: 1 day, 21:46:58, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7891, loss_cls: 1.8948, loss: 1.8948, grad_norm: 7.1202 2020-08-16 00:35:15,967 - mmaction - INFO - Epoch [14][640/2505] lr: 3.750e-03, eta: 1 day, 21:46:43, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7755, loss_cls: 1.9381, loss: 1.9381, grad_norm: 7.1764 2020-08-16 00:35:30,706 - mmaction - INFO - Epoch [14][660/2505] lr: 3.750e-03, eta: 1 day, 21:46:25, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7682, loss_cls: 1.9820, loss: 1.9820, grad_norm: 7.4397 2020-08-16 00:35:46,080 - mmaction - INFO - Epoch [14][680/2505] lr: 3.750e-03, eta: 1 day, 21:46:12, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7760, loss_cls: 1.9765, loss: 1.9765, grad_norm: 7.2667 2020-08-16 00:36:00,591 - mmaction - INFO - Epoch [14][700/2505] lr: 3.750e-03, eta: 1 day, 21:45:52, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7896, loss_cls: 1.9060, loss: 1.9060, grad_norm: 7.1374 2020-08-16 00:36:15,850 - mmaction - INFO - Epoch [14][720/2505] lr: 3.750e-03, eta: 1 day, 21:45:38, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7677, loss_cls: 1.9946, loss: 1.9946, grad_norm: 7.1913 2020-08-16 00:36:30,066 - mmaction - INFO - Epoch [14][740/2505] lr: 3.750e-03, eta: 1 day, 21:45:17, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7917, loss_cls: 1.9688, loss: 1.9688, grad_norm: 7.3152 2020-08-16 00:36:44,452 - mmaction - INFO - Epoch [14][760/2505] lr: 3.750e-03, eta: 1 day, 21:44:56, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7635, loss_cls: 2.0053, loss: 2.0053, grad_norm: 7.1145 2020-08-16 00:36:59,723 - mmaction - INFO - Epoch [14][780/2505] lr: 3.750e-03, eta: 1 day, 21:44:42, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7745, loss_cls: 2.0036, loss: 2.0036, grad_norm: 7.2998 2020-08-16 00:37:15,880 - mmaction - INFO - Epoch [14][800/2505] lr: 3.750e-03, eta: 1 day, 21:44:33, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7885, loss_cls: 1.8936, loss: 1.8936, grad_norm: 6.9888 2020-08-16 00:37:30,424 - mmaction - INFO - Epoch [14][820/2505] lr: 3.750e-03, eta: 1 day, 21:44:13, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9221, loss: 1.9221, grad_norm: 7.0921 2020-08-16 00:37:44,842 - mmaction - INFO - Epoch [14][840/2505] lr: 3.750e-03, eta: 1 day, 21:43:54, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7641, loss_cls: 1.9991, loss: 1.9991, grad_norm: 7.2698 2020-08-16 00:38:00,032 - mmaction - INFO - Epoch [14][860/2505] lr: 3.750e-03, eta: 1 day, 21:43:39, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7698, loss_cls: 1.9855, loss: 1.9855, grad_norm: 7.3112 2020-08-16 00:38:14,739 - mmaction - INFO - Epoch [14][880/2505] lr: 3.750e-03, eta: 1 day, 21:43:20, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 1.9413, loss: 1.9413, grad_norm: 7.2056 2020-08-16 00:38:29,335 - mmaction - INFO - Epoch [14][900/2505] lr: 3.750e-03, eta: 1 day, 21:43:01, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7917, loss_cls: 1.8919, loss: 1.8919, grad_norm: 7.1988 2020-08-16 00:38:44,241 - mmaction - INFO - Epoch [14][920/2505] lr: 3.750e-03, eta: 1 day, 21:42:45, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7802, loss_cls: 1.9183, loss: 1.9183, grad_norm: 7.1899 2020-08-16 00:38:59,549 - mmaction - INFO - Epoch [14][940/2505] lr: 3.750e-03, eta: 1 day, 21:42:31, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7849, loss_cls: 1.8874, loss: 1.8874, grad_norm: 7.1976 2020-08-16 00:39:14,553 - mmaction - INFO - Epoch [14][960/2505] lr: 3.750e-03, eta: 1 day, 21:42:14, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9802, loss: 1.9802, grad_norm: 7.0644 2020-08-16 00:39:30,092 - mmaction - INFO - Epoch [14][980/2505] lr: 3.750e-03, eta: 1 day, 21:42:02, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7823, loss_cls: 1.9496, loss: 1.9496, grad_norm: 7.1444 2020-08-16 00:39:45,091 - mmaction - INFO - Epoch [14][1000/2505] lr: 3.750e-03, eta: 1 day, 21:41:45, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7906, loss_cls: 1.8935, loss: 1.8935, grad_norm: 7.1777 2020-08-16 00:39:59,851 - mmaction - INFO - Epoch [14][1020/2505] lr: 3.750e-03, eta: 1 day, 21:41:28, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7677, loss_cls: 1.9508, loss: 1.9508, grad_norm: 7.1014 2020-08-16 00:40:14,739 - mmaction - INFO - Epoch [14][1040/2505] lr: 3.750e-03, eta: 1 day, 21:41:11, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9159, loss: 1.9159, grad_norm: 7.2349 2020-08-16 00:40:30,210 - mmaction - INFO - Epoch [14][1060/2505] lr: 3.750e-03, eta: 1 day, 21:40:57, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5448, top5_acc: 0.7729, loss_cls: 1.9397, loss: 1.9397, grad_norm: 7.0248 2020-08-16 00:40:45,108 - mmaction - INFO - Epoch [14][1080/2505] lr: 3.750e-03, eta: 1 day, 21:40:41, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5438, top5_acc: 0.7750, loss_cls: 1.9485, loss: 1.9485, grad_norm: 7.1995 2020-08-16 00:40:59,428 - mmaction - INFO - Epoch [14][1100/2505] lr: 3.750e-03, eta: 1 day, 21:40:20, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7776, loss_cls: 1.9703, loss: 1.9703, grad_norm: 7.1192 2020-08-16 00:41:13,733 - mmaction - INFO - Epoch [14][1120/2505] lr: 3.750e-03, eta: 1 day, 21:39:59, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0474, loss: 2.0474, grad_norm: 7.3976 2020-08-16 00:41:28,781 - mmaction - INFO - Epoch [14][1140/2505] lr: 3.750e-03, eta: 1 day, 21:39:43, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5276, top5_acc: 0.7521, loss_cls: 2.0245, loss: 2.0245, grad_norm: 7.2145 2020-08-16 00:41:43,862 - mmaction - INFO - Epoch [14][1160/2505] lr: 3.750e-03, eta: 1 day, 21:39:27, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7583, loss_cls: 2.0566, loss: 2.0566, grad_norm: 7.1799 2020-08-16 00:41:59,623 - mmaction - INFO - Epoch [14][1180/2505] lr: 3.750e-03, eta: 1 day, 21:39:16, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7693, loss_cls: 1.9822, loss: 1.9822, grad_norm: 7.1807 2020-08-16 00:42:14,360 - mmaction - INFO - Epoch [14][1200/2505] lr: 3.750e-03, eta: 1 day, 21:38:58, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7693, loss_cls: 1.9902, loss: 1.9902, grad_norm: 7.2472 2020-08-16 00:42:29,649 - mmaction - INFO - Epoch [14][1220/2505] lr: 3.750e-03, eta: 1 day, 21:38:44, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9710, loss: 1.9710, grad_norm: 7.3864 2020-08-16 00:42:44,431 - mmaction - INFO - Epoch [14][1240/2505] lr: 3.750e-03, eta: 1 day, 21:38:26, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7870, loss_cls: 1.9033, loss: 1.9033, grad_norm: 6.9839 2020-08-16 00:43:00,388 - mmaction - INFO - Epoch [14][1260/2505] lr: 3.750e-03, eta: 1 day, 21:38:16, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7859, loss_cls: 1.8563, loss: 1.8563, grad_norm: 7.0161 2020-08-16 00:43:14,598 - mmaction - INFO - Epoch [14][1280/2505] lr: 3.750e-03, eta: 1 day, 21:37:55, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 1.9531, loss: 1.9531, grad_norm: 7.3709 2020-08-16 00:43:29,018 - mmaction - INFO - Epoch [14][1300/2505] lr: 3.750e-03, eta: 1 day, 21:37:35, time: 0.721, data_time: 0.002, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7901, loss_cls: 1.8870, loss: 1.8870, grad_norm: 7.1665 2020-08-16 00:43:44,221 - mmaction - INFO - Epoch [14][1320/2505] lr: 3.750e-03, eta: 1 day, 21:37:20, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7807, loss_cls: 1.9184, loss: 1.9184, grad_norm: 7.0616 2020-08-16 00:43:58,687 - mmaction - INFO - Epoch [14][1340/2505] lr: 3.750e-03, eta: 1 day, 21:37:00, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7760, loss_cls: 1.9715, loss: 1.9715, grad_norm: 7.2759 2020-08-16 00:44:13,475 - mmaction - INFO - Epoch [14][1360/2505] lr: 3.750e-03, eta: 1 day, 21:36:43, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7870, loss_cls: 1.8855, loss: 1.8855, grad_norm: 7.0014 2020-08-16 00:44:28,764 - mmaction - INFO - Epoch [14][1380/2505] lr: 3.750e-03, eta: 1 day, 21:36:29, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7807, loss_cls: 1.9108, loss: 1.9108, grad_norm: 7.1741 2020-08-16 00:44:43,302 - mmaction - INFO - Epoch [14][1400/2505] lr: 3.750e-03, eta: 1 day, 21:36:09, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7802, loss_cls: 1.9373, loss: 1.9373, grad_norm: 7.1570 2020-08-16 00:44:58,382 - mmaction - INFO - Epoch [14][1420/2505] lr: 3.750e-03, eta: 1 day, 21:35:54, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7646, loss_cls: 1.9763, loss: 1.9763, grad_norm: 7.1856 2020-08-16 00:45:12,877 - mmaction - INFO - Epoch [14][1440/2505] lr: 3.750e-03, eta: 1 day, 21:35:34, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7646, loss_cls: 2.0201, loss: 2.0201, grad_norm: 7.3147 2020-08-16 00:45:27,533 - mmaction - INFO - Epoch [14][1460/2505] lr: 3.750e-03, eta: 1 day, 21:35:16, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7599, loss_cls: 2.0276, loss: 2.0276, grad_norm: 7.1411 2020-08-16 00:45:43,161 - mmaction - INFO - Epoch [14][1480/2505] lr: 3.750e-03, eta: 1 day, 21:35:03, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7656, loss_cls: 2.0049, loss: 2.0049, grad_norm: 7.1397 2020-08-16 00:45:58,240 - mmaction - INFO - Epoch [14][1500/2505] lr: 3.750e-03, eta: 1 day, 21:34:48, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7937, loss_cls: 1.8545, loss: 1.8545, grad_norm: 6.8340 2020-08-16 00:46:12,406 - mmaction - INFO - Epoch [14][1520/2505] lr: 3.750e-03, eta: 1 day, 21:34:26, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7880, loss_cls: 1.8992, loss: 1.8992, grad_norm: 6.9653 2020-08-16 00:46:29,281 - mmaction - INFO - Epoch [14][1540/2505] lr: 3.750e-03, eta: 1 day, 21:34:22, time: 0.847, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9278, loss: 1.9278, grad_norm: 7.2238 2020-08-16 00:46:43,011 - mmaction - INFO - Epoch [14][1560/2505] lr: 3.750e-03, eta: 1 day, 21:33:58, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7906, loss_cls: 1.9268, loss: 1.9268, grad_norm: 7.0624 2020-08-16 00:46:57,746 - mmaction - INFO - Epoch [14][1580/2505] lr: 3.750e-03, eta: 1 day, 21:33:40, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9707, loss: 1.9707, grad_norm: 7.1348 2020-08-16 00:47:12,552 - mmaction - INFO - Epoch [14][1600/2505] lr: 3.750e-03, eta: 1 day, 21:33:23, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7891, loss_cls: 1.9234, loss: 1.9234, grad_norm: 7.1460 2020-08-16 00:47:27,936 - mmaction - INFO - Epoch [14][1620/2505] lr: 3.750e-03, eta: 1 day, 21:33:09, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 1.9857, loss: 1.9857, grad_norm: 7.1998 2020-08-16 00:47:42,248 - mmaction - INFO - Epoch [14][1640/2505] lr: 3.750e-03, eta: 1 day, 21:32:48, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7745, loss_cls: 1.9471, loss: 1.9471, grad_norm: 7.1772 2020-08-16 00:47:57,383 - mmaction - INFO - Epoch [14][1660/2505] lr: 3.750e-03, eta: 1 day, 21:32:33, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7849, loss_cls: 1.8845, loss: 1.8845, grad_norm: 7.0479 2020-08-16 00:48:12,584 - mmaction - INFO - Epoch [14][1680/2505] lr: 3.750e-03, eta: 1 day, 21:32:18, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7917, loss_cls: 1.8913, loss: 1.8913, grad_norm: 7.2347 2020-08-16 00:48:26,708 - mmaction - INFO - Epoch [14][1700/2505] lr: 3.750e-03, eta: 1 day, 21:31:56, time: 0.706, data_time: 0.001, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7854, loss_cls: 1.9248, loss: 1.9248, grad_norm: 7.1258 2020-08-16 00:48:42,177 - mmaction - INFO - Epoch [14][1720/2505] lr: 3.750e-03, eta: 1 day, 21:31:43, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7599, loss_cls: 2.0436, loss: 2.0436, grad_norm: 7.4046 2020-08-16 00:48:56,700 - mmaction - INFO - Epoch [14][1740/2505] lr: 3.750e-03, eta: 1 day, 21:31:24, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9780, loss: 1.9780, grad_norm: 7.3040 2020-08-16 00:49:11,255 - mmaction - INFO - Epoch [14][1760/2505] lr: 3.750e-03, eta: 1 day, 21:31:05, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5438, top5_acc: 0.7672, loss_cls: 1.9870, loss: 1.9870, grad_norm: 7.1953 2020-08-16 00:49:25,839 - mmaction - INFO - Epoch [14][1780/2505] lr: 3.750e-03, eta: 1 day, 21:30:46, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7865, loss_cls: 1.9067, loss: 1.9067, grad_norm: 7.1961 2020-08-16 00:49:40,560 - mmaction - INFO - Epoch [14][1800/2505] lr: 3.750e-03, eta: 1 day, 21:30:28, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7661, loss_cls: 2.0178, loss: 2.0178, grad_norm: 7.3241 2020-08-16 00:49:55,287 - mmaction - INFO - Epoch [14][1820/2505] lr: 3.750e-03, eta: 1 day, 21:30:10, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7714, loss_cls: 1.9709, loss: 1.9709, grad_norm: 7.1196 2020-08-16 00:50:10,048 - mmaction - INFO - Epoch [14][1840/2505] lr: 3.750e-03, eta: 1 day, 21:29:53, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7698, loss_cls: 2.0139, loss: 2.0139, grad_norm: 7.2065 2020-08-16 00:50:24,631 - mmaction - INFO - Epoch [14][1860/2505] lr: 3.750e-03, eta: 1 day, 21:29:34, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5333, top5_acc: 0.7589, loss_cls: 2.0395, loss: 2.0395, grad_norm: 7.2770 2020-08-16 00:50:39,235 - mmaction - INFO - Epoch [14][1880/2505] lr: 3.750e-03, eta: 1 day, 21:29:15, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7708, loss_cls: 1.9294, loss: 1.9294, grad_norm: 7.1253 2020-08-16 00:50:54,810 - mmaction - INFO - Epoch [14][1900/2505] lr: 3.750e-03, eta: 1 day, 21:29:02, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7776, loss_cls: 1.9815, loss: 1.9815, grad_norm: 7.2769 2020-08-16 00:51:09,963 - mmaction - INFO - Epoch [14][1920/2505] lr: 3.750e-03, eta: 1 day, 21:28:48, time: 0.762, data_time: 0.008, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0341, loss: 2.0341, grad_norm: 7.2743 2020-08-16 00:51:25,547 - mmaction - INFO - Epoch [14][1940/2505] lr: 3.750e-03, eta: 1 day, 21:28:35, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7667, loss_cls: 2.0012, loss: 2.0012, grad_norm: 7.1439 2020-08-16 00:51:40,081 - mmaction - INFO - Epoch [14][1960/2505] lr: 3.750e-03, eta: 1 day, 21:28:16, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7667, loss_cls: 2.0058, loss: 2.0058, grad_norm: 7.2560 2020-08-16 00:51:54,559 - mmaction - INFO - Epoch [14][1980/2505] lr: 3.750e-03, eta: 1 day, 21:27:56, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7802, loss_cls: 1.9460, loss: 1.9460, grad_norm: 7.2863 2020-08-16 00:52:09,782 - mmaction - INFO - Epoch [14][2000/2505] lr: 3.750e-03, eta: 1 day, 21:27:42, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7865, loss_cls: 1.9467, loss: 1.9467, grad_norm: 7.2215 2020-08-16 00:52:24,852 - mmaction - INFO - Epoch [14][2020/2505] lr: 3.750e-03, eta: 1 day, 21:27:26, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.5151, top5_acc: 0.7562, loss_cls: 2.0305, loss: 2.0305, grad_norm: 7.2607 2020-08-16 00:52:39,124 - mmaction - INFO - Epoch [14][2040/2505] lr: 3.750e-03, eta: 1 day, 21:27:05, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7714, loss_cls: 1.9793, loss: 1.9793, grad_norm: 7.0832 2020-08-16 00:52:54,240 - mmaction - INFO - Epoch [14][2060/2505] lr: 3.750e-03, eta: 1 day, 21:26:50, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7693, loss_cls: 1.9345, loss: 1.9345, grad_norm: 7.1704 2020-08-16 00:53:09,259 - mmaction - INFO - Epoch [14][2080/2505] lr: 3.750e-03, eta: 1 day, 21:26:34, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7776, loss_cls: 1.9302, loss: 1.9302, grad_norm: 7.3743 2020-08-16 00:53:23,720 - mmaction - INFO - Epoch [14][2100/2505] lr: 3.750e-03, eta: 1 day, 21:26:14, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7641, loss_cls: 2.0032, loss: 2.0032, grad_norm: 7.2060 2020-08-16 00:53:39,113 - mmaction - INFO - Epoch [14][2120/2505] lr: 3.750e-03, eta: 1 day, 21:26:01, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7917, loss_cls: 1.9003, loss: 1.9003, grad_norm: 7.0758 2020-08-16 00:53:53,512 - mmaction - INFO - Epoch [14][2140/2505] lr: 3.750e-03, eta: 1 day, 21:25:41, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7786, loss_cls: 1.9488, loss: 1.9488, grad_norm: 7.1775 2020-08-16 00:54:08,256 - mmaction - INFO - Epoch [14][2160/2505] lr: 3.750e-03, eta: 1 day, 21:25:23, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7714, loss_cls: 1.9967, loss: 1.9967, grad_norm: 7.2842 2020-08-16 00:54:24,404 - mmaction - INFO - Epoch [14][2180/2505] lr: 3.750e-03, eta: 1 day, 21:25:14, time: 0.806, data_time: 0.007, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7635, loss_cls: 1.9716, loss: 1.9716, grad_norm: 7.1433 2020-08-16 00:54:38,825 - mmaction - INFO - Epoch [14][2200/2505] lr: 3.750e-03, eta: 1 day, 21:24:54, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.9163, loss: 1.9163, grad_norm: 7.1689 2020-08-16 00:54:53,405 - mmaction - INFO - Epoch [14][2220/2505] lr: 3.750e-03, eta: 1 day, 21:24:36, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7828, loss_cls: 1.9187, loss: 1.9187, grad_norm: 7.1765 2020-08-16 00:55:08,467 - mmaction - INFO - Epoch [14][2240/2505] lr: 3.750e-03, eta: 1 day, 21:24:20, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5286, top5_acc: 0.7807, loss_cls: 1.9205, loss: 1.9205, grad_norm: 7.0208 2020-08-16 00:55:22,994 - mmaction - INFO - Epoch [14][2260/2505] lr: 3.750e-03, eta: 1 day, 21:24:01, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7620, loss_cls: 2.0412, loss: 2.0412, grad_norm: 7.3032 2020-08-16 00:55:37,900 - mmaction - INFO - Epoch [14][2280/2505] lr: 3.750e-03, eta: 1 day, 21:23:44, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7781, loss_cls: 1.9058, loss: 1.9058, grad_norm: 7.0892 2020-08-16 00:55:52,491 - mmaction - INFO - Epoch [14][2300/2505] lr: 3.750e-03, eta: 1 day, 21:23:25, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7823, loss_cls: 1.8881, loss: 1.8881, grad_norm: 7.1215 2020-08-16 00:56:07,064 - mmaction - INFO - Epoch [14][2320/2505] lr: 3.750e-03, eta: 1 day, 21:23:07, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7708, loss_cls: 2.0216, loss: 2.0216, grad_norm: 7.4305 2020-08-16 00:56:21,913 - mmaction - INFO - Epoch [14][2340/2505] lr: 3.750e-03, eta: 1 day, 21:22:49, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7688, loss_cls: 1.9930, loss: 1.9930, grad_norm: 7.2133 2020-08-16 00:56:37,976 - mmaction - INFO - Epoch [14][2360/2505] lr: 3.750e-03, eta: 1 day, 21:22:40, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7729, loss_cls: 1.9606, loss: 1.9606, grad_norm: 7.0959 2020-08-16 00:56:51,952 - mmaction - INFO - Epoch [14][2380/2505] lr: 3.750e-03, eta: 1 day, 21:22:17, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7646, loss_cls: 1.9504, loss: 1.9504, grad_norm: 6.8905 2020-08-16 00:57:06,895 - mmaction - INFO - Epoch [14][2400/2505] lr: 3.750e-03, eta: 1 day, 21:22:01, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7646, loss_cls: 2.0220, loss: 2.0220, grad_norm: 7.1231 2020-08-16 00:57:21,481 - mmaction - INFO - Epoch [14][2420/2505] lr: 3.750e-03, eta: 1 day, 21:21:42, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.5073, top5_acc: 0.7641, loss_cls: 2.0393, loss: 2.0393, grad_norm: 7.4960 2020-08-16 00:57:36,211 - mmaction - INFO - Epoch [14][2440/2505] lr: 3.750e-03, eta: 1 day, 21:21:25, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7786, loss_cls: 1.9241, loss: 1.9241, grad_norm: 7.1992 2020-08-16 00:57:51,107 - mmaction - INFO - Epoch [14][2460/2505] lr: 3.750e-03, eta: 1 day, 21:21:08, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5245, top5_acc: 0.7641, loss_cls: 1.9864, loss: 1.9864, grad_norm: 7.2471 2020-08-16 00:58:05,627 - mmaction - INFO - Epoch [14][2480/2505] lr: 3.750e-03, eta: 1 day, 21:20:49, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7776, loss_cls: 1.9670, loss: 1.9670, grad_norm: 7.2286 2020-08-16 00:58:20,262 - mmaction - INFO - Epoch [14][2500/2505] lr: 3.750e-03, eta: 1 day, 21:20:31, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7714, loss_cls: 1.9613, loss: 1.9613, grad_norm: 7.2777 2020-08-16 00:58:24,062 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-08-16 00:58:45,351 - mmaction - INFO - Epoch [15][20/2505] lr: 3.750e-03, eta: 1 day, 21:20:23, time: 1.042, data_time: 0.406, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7693, loss_cls: 2.0050, loss: 2.0050, grad_norm: 7.1212 2020-08-16 00:58:58,560 - mmaction - INFO - Epoch [15][40/2505] lr: 3.750e-03, eta: 1 day, 21:19:57, time: 0.664, data_time: 0.007, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7875, loss_cls: 1.8927, loss: 1.8927, grad_norm: 7.0332 2020-08-16 00:59:13,679 - mmaction - INFO - Epoch [15][60/2505] lr: 3.750e-03, eta: 1 day, 21:19:41, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7719, loss_cls: 1.9802, loss: 1.9802, grad_norm: 7.2540 2020-08-16 00:59:27,815 - mmaction - INFO - Epoch [15][80/2505] lr: 3.750e-03, eta: 1 day, 21:19:20, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7609, loss_cls: 1.9797, loss: 1.9797, grad_norm: 7.2009 2020-08-16 00:59:45,078 - mmaction - INFO - Epoch [15][100/2505] lr: 3.750e-03, eta: 1 day, 21:19:18, time: 0.862, data_time: 0.004, memory: 8343, top1_acc: 0.5745, top5_acc: 0.7927, loss_cls: 1.8748, loss: 1.8748, grad_norm: 7.0525 2020-08-16 00:59:58,549 - mmaction - INFO - Epoch [15][120/2505] lr: 3.750e-03, eta: 1 day, 21:18:52, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7813, loss_cls: 1.8718, loss: 1.8718, grad_norm: 7.0568 2020-08-16 01:00:14,768 - mmaction - INFO - Epoch [15][140/2505] lr: 3.750e-03, eta: 1 day, 21:18:42, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7760, loss_cls: 1.9654, loss: 1.9654, grad_norm: 7.3138 2020-08-16 01:00:29,125 - mmaction - INFO - Epoch [15][160/2505] lr: 3.750e-03, eta: 1 day, 21:18:24, time: 0.730, data_time: 0.022, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7844, loss_cls: 1.9197, loss: 1.9197, grad_norm: 7.3004 2020-08-16 01:00:44,100 - mmaction - INFO - Epoch [15][180/2505] lr: 3.750e-03, eta: 1 day, 21:18:07, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7938, loss_cls: 1.8663, loss: 1.8663, grad_norm: 6.9634 2020-08-16 01:00:59,360 - mmaction - INFO - Epoch [15][200/2505] lr: 3.750e-03, eta: 1 day, 21:17:53, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7833, loss_cls: 1.8743, loss: 1.8743, grad_norm: 6.8786 2020-08-16 01:01:13,526 - mmaction - INFO - Epoch [15][220/2505] lr: 3.750e-03, eta: 1 day, 21:17:32, time: 0.707, data_time: 0.004, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7922, loss_cls: 1.8495, loss: 1.8495, grad_norm: 7.1050 2020-08-16 01:01:28,348 - mmaction - INFO - Epoch [15][240/2505] lr: 3.750e-03, eta: 1 day, 21:17:14, time: 0.739, data_time: 0.008, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7844, loss_cls: 1.9151, loss: 1.9151, grad_norm: 7.1058 2020-08-16 01:01:43,116 - mmaction - INFO - Epoch [15][260/2505] lr: 3.750e-03, eta: 1 day, 21:16:57, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7818, loss_cls: 1.8874, loss: 1.8874, grad_norm: 7.1481 2020-08-16 01:01:57,690 - mmaction - INFO - Epoch [15][280/2505] lr: 3.750e-03, eta: 1 day, 21:16:38, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7745, loss_cls: 1.9426, loss: 1.9426, grad_norm: 7.0719 2020-08-16 01:02:12,902 - mmaction - INFO - Epoch [15][300/2505] lr: 3.750e-03, eta: 1 day, 21:16:23, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.9141, loss: 1.9141, grad_norm: 7.0865 2020-08-16 01:02:27,258 - mmaction - INFO - Epoch [15][320/2505] lr: 3.750e-03, eta: 1 day, 21:16:03, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7849, loss_cls: 1.9344, loss: 1.9344, grad_norm: 6.9726 2020-08-16 01:02:42,934 - mmaction - INFO - Epoch [15][340/2505] lr: 3.750e-03, eta: 1 day, 21:15:52, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7818, loss_cls: 1.9288, loss: 1.9288, grad_norm: 7.2667 2020-08-16 01:02:58,733 - mmaction - INFO - Epoch [15][360/2505] lr: 3.750e-03, eta: 1 day, 21:15:40, time: 0.789, data_time: 0.007, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7807, loss_cls: 1.9040, loss: 1.9040, grad_norm: 6.8921 2020-08-16 01:03:12,615 - mmaction - INFO - Epoch [15][380/2505] lr: 3.750e-03, eta: 1 day, 21:15:18, time: 0.695, data_time: 0.004, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7792, loss_cls: 1.9117, loss: 1.9117, grad_norm: 7.2086 2020-08-16 01:03:27,278 - mmaction - INFO - Epoch [15][400/2505] lr: 3.750e-03, eta: 1 day, 21:14:59, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7714, loss_cls: 1.9085, loss: 1.9085, grad_norm: 7.1116 2020-08-16 01:03:42,494 - mmaction - INFO - Epoch [15][420/2505] lr: 3.750e-03, eta: 1 day, 21:14:45, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8602, loss: 1.8602, grad_norm: 7.0469 2020-08-16 01:03:57,309 - mmaction - INFO - Epoch [15][440/2505] lr: 3.750e-03, eta: 1 day, 21:14:27, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7839, loss_cls: 1.9055, loss: 1.9055, grad_norm: 7.2232 2020-08-16 01:04:12,643 - mmaction - INFO - Epoch [15][460/2505] lr: 3.750e-03, eta: 1 day, 21:14:13, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.9535, loss: 1.9535, grad_norm: 7.1557 2020-08-16 01:04:27,258 - mmaction - INFO - Epoch [15][480/2505] lr: 3.750e-03, eta: 1 day, 21:13:55, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7776, loss_cls: 1.8965, loss: 1.8965, grad_norm: 7.1493 2020-08-16 01:04:42,173 - mmaction - INFO - Epoch [15][500/2505] lr: 3.750e-03, eta: 1 day, 21:13:38, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7781, loss_cls: 1.9347, loss: 1.9347, grad_norm: 7.1350 2020-08-16 01:04:56,712 - mmaction - INFO - Epoch [15][520/2505] lr: 3.750e-03, eta: 1 day, 21:13:19, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7927, loss_cls: 1.9224, loss: 1.9224, grad_norm: 7.3713 2020-08-16 01:05:12,665 - mmaction - INFO - Epoch [15][540/2505] lr: 3.750e-03, eta: 1 day, 21:13:09, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7828, loss_cls: 1.9358, loss: 1.9358, grad_norm: 7.1314 2020-08-16 01:05:26,678 - mmaction - INFO - Epoch [15][560/2505] lr: 3.750e-03, eta: 1 day, 21:12:47, time: 0.698, data_time: 0.004, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7708, loss_cls: 1.9652, loss: 1.9652, grad_norm: 7.2922 2020-08-16 01:05:41,315 - mmaction - INFO - Epoch [15][580/2505] lr: 3.750e-03, eta: 1 day, 21:12:29, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7833, loss_cls: 1.8972, loss: 1.8972, grad_norm: 7.1345 2020-08-16 01:05:55,840 - mmaction - INFO - Epoch [15][600/2505] lr: 3.750e-03, eta: 1 day, 21:12:10, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7734, loss_cls: 1.9998, loss: 1.9998, grad_norm: 7.2640 2020-08-16 01:06:10,318 - mmaction - INFO - Epoch [15][620/2505] lr: 3.750e-03, eta: 1 day, 21:11:51, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7760, loss_cls: 1.9263, loss: 1.9263, grad_norm: 7.2218 2020-08-16 01:06:25,602 - mmaction - INFO - Epoch [15][640/2505] lr: 3.750e-03, eta: 1 day, 21:11:36, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7760, loss_cls: 1.9289, loss: 1.9289, grad_norm: 7.3085 2020-08-16 01:06:40,561 - mmaction - INFO - Epoch [15][660/2505] lr: 3.750e-03, eta: 1 day, 21:11:20, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7745, loss_cls: 1.9522, loss: 1.9522, grad_norm: 7.1235 2020-08-16 01:06:55,313 - mmaction - INFO - Epoch [15][680/2505] lr: 3.750e-03, eta: 1 day, 21:11:03, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.9075, loss: 1.9075, grad_norm: 7.1495 2020-08-16 01:07:10,285 - mmaction - INFO - Epoch [15][700/2505] lr: 3.750e-03, eta: 1 day, 21:10:46, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7844, loss_cls: 1.9211, loss: 1.9211, grad_norm: 7.0792 2020-08-16 01:07:24,603 - mmaction - INFO - Epoch [15][720/2505] lr: 3.750e-03, eta: 1 day, 21:10:26, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7729, loss_cls: 1.9721, loss: 1.9721, grad_norm: 7.1796 2020-08-16 01:07:39,478 - mmaction - INFO - Epoch [15][740/2505] lr: 3.750e-03, eta: 1 day, 21:10:10, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7771, loss_cls: 1.9053, loss: 1.9053, grad_norm: 7.0595 2020-08-16 01:07:54,147 - mmaction - INFO - Epoch [15][760/2505] lr: 3.750e-03, eta: 1 day, 21:09:51, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7760, loss_cls: 1.9533, loss: 1.9533, grad_norm: 7.3377 2020-08-16 01:08:08,756 - mmaction - INFO - Epoch [15][780/2505] lr: 3.750e-03, eta: 1 day, 21:09:33, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7786, loss_cls: 1.9479, loss: 1.9479, grad_norm: 7.1700 2020-08-16 01:08:23,851 - mmaction - INFO - Epoch [15][800/2505] lr: 3.750e-03, eta: 1 day, 21:09:18, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7891, loss_cls: 1.8899, loss: 1.8899, grad_norm: 7.0737 2020-08-16 01:08:39,623 - mmaction - INFO - Epoch [15][820/2505] lr: 3.750e-03, eta: 1 day, 21:09:06, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7818, loss_cls: 1.9077, loss: 1.9077, grad_norm: 6.9157 2020-08-16 01:08:53,349 - mmaction - INFO - Epoch [15][840/2505] lr: 3.750e-03, eta: 1 day, 21:08:43, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5313, top5_acc: 0.7661, loss_cls: 1.9735, loss: 1.9735, grad_norm: 7.4396 2020-08-16 01:09:07,886 - mmaction - INFO - Epoch [15][860/2505] lr: 3.750e-03, eta: 1 day, 21:08:24, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7766, loss_cls: 1.9582, loss: 1.9582, grad_norm: 7.2562 2020-08-16 01:09:23,049 - mmaction - INFO - Epoch [15][880/2505] lr: 3.750e-03, eta: 1 day, 21:08:09, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7839, loss_cls: 1.8924, loss: 1.8924, grad_norm: 7.2362 2020-08-16 01:09:37,978 - mmaction - INFO - Epoch [15][900/2505] lr: 3.750e-03, eta: 1 day, 21:07:52, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9545, loss: 1.9545, grad_norm: 7.1378 2020-08-16 01:09:52,337 - mmaction - INFO - Epoch [15][920/2505] lr: 3.750e-03, eta: 1 day, 21:07:33, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7818, loss_cls: 1.9550, loss: 1.9550, grad_norm: 7.2274 2020-08-16 01:10:06,975 - mmaction - INFO - Epoch [15][940/2505] lr: 3.750e-03, eta: 1 day, 21:07:14, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7839, loss_cls: 1.9199, loss: 1.9199, grad_norm: 7.2832 2020-08-16 01:10:21,876 - mmaction - INFO - Epoch [15][960/2505] lr: 3.750e-03, eta: 1 day, 21:06:58, time: 0.745, data_time: 0.003, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7677, loss_cls: 1.9563, loss: 1.9563, grad_norm: 7.1381 2020-08-16 01:10:36,514 - mmaction - INFO - Epoch [15][980/2505] lr: 3.750e-03, eta: 1 day, 21:06:39, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7750, loss_cls: 1.9691, loss: 1.9691, grad_norm: 7.3165 2020-08-16 01:10:51,095 - mmaction - INFO - Epoch [15][1000/2505] lr: 3.750e-03, eta: 1 day, 21:06:21, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7771, loss_cls: 1.9489, loss: 1.9489, grad_norm: 7.3305 2020-08-16 01:11:06,567 - mmaction - INFO - Epoch [15][1020/2505] lr: 3.750e-03, eta: 1 day, 21:06:08, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7714, loss_cls: 1.9601, loss: 1.9601, grad_norm: 7.3669 2020-08-16 01:11:20,852 - mmaction - INFO - Epoch [15][1040/2505] lr: 3.750e-03, eta: 1 day, 21:05:48, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7786, loss_cls: 1.9200, loss: 1.9200, grad_norm: 7.0771 2020-08-16 01:11:36,240 - mmaction - INFO - Epoch [15][1060/2505] lr: 3.750e-03, eta: 1 day, 21:05:34, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7620, loss_cls: 2.0025, loss: 2.0025, grad_norm: 7.4528 2020-08-16 01:11:51,103 - mmaction - INFO - Epoch [15][1080/2505] lr: 3.750e-03, eta: 1 day, 21:05:17, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7839, loss_cls: 1.9033, loss: 1.9033, grad_norm: 7.1997 2020-08-16 01:12:06,138 - mmaction - INFO - Epoch [15][1100/2505] lr: 3.750e-03, eta: 1 day, 21:05:01, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7792, loss_cls: 1.9220, loss: 1.9220, grad_norm: 7.1305 2020-08-16 01:12:21,594 - mmaction - INFO - Epoch [15][1120/2505] lr: 3.750e-03, eta: 1 day, 21:04:48, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7599, loss_cls: 2.0168, loss: 2.0168, grad_norm: 7.3054 2020-08-16 01:12:35,451 - mmaction - INFO - Epoch [15][1140/2505] lr: 3.750e-03, eta: 1 day, 21:04:25, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7875, loss_cls: 1.8986, loss: 1.8986, grad_norm: 7.0980 2020-08-16 01:12:50,155 - mmaction - INFO - Epoch [15][1160/2505] lr: 3.750e-03, eta: 1 day, 21:04:07, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9390, loss: 1.9390, grad_norm: 7.2451 2020-08-16 01:13:05,161 - mmaction - INFO - Epoch [15][1180/2505] lr: 3.750e-03, eta: 1 day, 21:03:51, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7969, loss_cls: 1.9027, loss: 1.9027, grad_norm: 7.1920 2020-08-16 01:13:20,475 - mmaction - INFO - Epoch [15][1200/2505] lr: 3.750e-03, eta: 1 day, 21:03:37, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7849, loss_cls: 1.9323, loss: 1.9323, grad_norm: 7.2664 2020-08-16 01:13:35,411 - mmaction - INFO - Epoch [15][1220/2505] lr: 3.750e-03, eta: 1 day, 21:03:21, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9367, loss: 1.9367, grad_norm: 7.1568 2020-08-16 01:13:51,040 - mmaction - INFO - Epoch [15][1240/2505] lr: 3.750e-03, eta: 1 day, 21:03:09, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7849, loss_cls: 1.8884, loss: 1.8884, grad_norm: 7.0990 2020-08-16 01:14:05,142 - mmaction - INFO - Epoch [15][1260/2505] lr: 3.750e-03, eta: 1 day, 21:02:47, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7818, loss_cls: 1.9136, loss: 1.9136, grad_norm: 7.2262 2020-08-16 01:14:19,673 - mmaction - INFO - Epoch [15][1280/2505] lr: 3.750e-03, eta: 1 day, 21:02:28, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7776, loss_cls: 1.9439, loss: 1.9439, grad_norm: 7.2563 2020-08-16 01:14:34,699 - mmaction - INFO - Epoch [15][1300/2505] lr: 3.750e-03, eta: 1 day, 21:02:13, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7755, loss_cls: 1.9458, loss: 1.9458, grad_norm: 7.3034 2020-08-16 01:14:48,992 - mmaction - INFO - Epoch [15][1320/2505] lr: 3.750e-03, eta: 1 day, 21:01:53, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7880, loss_cls: 1.8575, loss: 1.8575, grad_norm: 7.1398 2020-08-16 01:15:03,749 - mmaction - INFO - Epoch [15][1340/2505] lr: 3.750e-03, eta: 1 day, 21:01:35, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7760, loss_cls: 1.9160, loss: 1.9160, grad_norm: 7.1752 2020-08-16 01:15:18,240 - mmaction - INFO - Epoch [15][1360/2505] lr: 3.750e-03, eta: 1 day, 21:01:16, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7823, loss_cls: 1.9042, loss: 1.9042, grad_norm: 7.2879 2020-08-16 01:15:33,418 - mmaction - INFO - Epoch [15][1380/2505] lr: 3.750e-03, eta: 1 day, 21:01:01, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7823, loss_cls: 1.8587, loss: 1.8587, grad_norm: 7.1422 2020-08-16 01:15:47,814 - mmaction - INFO - Epoch [15][1400/2505] lr: 3.750e-03, eta: 1 day, 21:00:42, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5401, top5_acc: 0.7807, loss_cls: 1.9516, loss: 1.9516, grad_norm: 7.2359 2020-08-16 01:16:03,027 - mmaction - INFO - Epoch [15][1420/2505] lr: 3.750e-03, eta: 1 day, 21:00:27, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7797, loss_cls: 1.9086, loss: 1.9086, grad_norm: 7.1098 2020-08-16 01:16:17,417 - mmaction - INFO - Epoch [15][1440/2505] lr: 3.750e-03, eta: 1 day, 21:00:08, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9694, loss: 1.9694, grad_norm: 7.4243 2020-08-16 01:16:32,849 - mmaction - INFO - Epoch [15][1460/2505] lr: 3.750e-03, eta: 1 day, 20:59:54, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7906, loss_cls: 1.8614, loss: 1.8614, grad_norm: 7.1969 2020-08-16 01:16:47,439 - mmaction - INFO - Epoch [15][1480/2505] lr: 3.750e-03, eta: 1 day, 20:59:36, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7760, loss_cls: 1.9106, loss: 1.9106, grad_norm: 7.1564 2020-08-16 01:17:02,251 - mmaction - INFO - Epoch [15][1500/2505] lr: 3.750e-03, eta: 1 day, 20:59:19, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7734, loss_cls: 1.9434, loss: 1.9434, grad_norm: 7.2315 2020-08-16 01:17:17,406 - mmaction - INFO - Epoch [15][1520/2505] lr: 3.750e-03, eta: 1 day, 20:59:04, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7552, loss_cls: 2.0223, loss: 2.0223, grad_norm: 7.2942 2020-08-16 01:17:31,800 - mmaction - INFO - Epoch [15][1540/2505] lr: 3.750e-03, eta: 1 day, 20:58:44, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7724, loss_cls: 1.9738, loss: 1.9738, grad_norm: 7.2325 2020-08-16 01:17:46,715 - mmaction - INFO - Epoch [15][1560/2505] lr: 3.750e-03, eta: 1 day, 20:58:28, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7729, loss_cls: 1.9368, loss: 1.9368, grad_norm: 7.3441 2020-08-16 01:18:02,645 - mmaction - INFO - Epoch [15][1580/2505] lr: 3.750e-03, eta: 1 day, 20:58:17, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 1.9960, loss: 1.9960, grad_norm: 7.3788 2020-08-16 01:18:17,000 - mmaction - INFO - Epoch [15][1600/2505] lr: 3.750e-03, eta: 1 day, 20:57:57, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5401, top5_acc: 0.7698, loss_cls: 1.9645, loss: 1.9645, grad_norm: 7.1675 2020-08-16 01:18:31,292 - mmaction - INFO - Epoch [15][1620/2505] lr: 3.750e-03, eta: 1 day, 20:57:37, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7719, loss_cls: 1.9565, loss: 1.9565, grad_norm: 7.2792 2020-08-16 01:18:46,369 - mmaction - INFO - Epoch [15][1640/2505] lr: 3.750e-03, eta: 1 day, 20:57:22, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7818, loss_cls: 1.8796, loss: 1.8796, grad_norm: 7.0648 2020-08-16 01:19:00,733 - mmaction - INFO - Epoch [15][1660/2505] lr: 3.750e-03, eta: 1 day, 20:57:02, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7672, loss_cls: 1.9252, loss: 1.9252, grad_norm: 7.1014 2020-08-16 01:19:15,399 - mmaction - INFO - Epoch [15][1680/2505] lr: 3.750e-03, eta: 1 day, 20:56:44, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7818, loss_cls: 1.9189, loss: 1.9189, grad_norm: 7.1023 2020-08-16 01:19:30,300 - mmaction - INFO - Epoch [15][1700/2505] lr: 3.750e-03, eta: 1 day, 20:56:27, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7906, loss_cls: 1.8735, loss: 1.8735, grad_norm: 6.9954 2020-08-16 01:19:45,368 - mmaction - INFO - Epoch [15][1720/2505] lr: 3.750e-03, eta: 1 day, 20:56:12, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5437, top5_acc: 0.7760, loss_cls: 1.9303, loss: 1.9303, grad_norm: 7.2097 2020-08-16 01:20:00,407 - mmaction - INFO - Epoch [15][1740/2505] lr: 3.750e-03, eta: 1 day, 20:55:56, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7833, loss_cls: 1.8585, loss: 1.8585, grad_norm: 7.0476 2020-08-16 01:20:15,360 - mmaction - INFO - Epoch [15][1760/2505] lr: 3.750e-03, eta: 1 day, 20:55:40, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7682, loss_cls: 1.9154, loss: 1.9154, grad_norm: 7.1403 2020-08-16 01:20:30,125 - mmaction - INFO - Epoch [15][1780/2505] lr: 3.750e-03, eta: 1 day, 20:55:23, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7667, loss_cls: 1.9549, loss: 1.9549, grad_norm: 7.1549 2020-08-16 01:20:44,879 - mmaction - INFO - Epoch [15][1800/2505] lr: 3.750e-03, eta: 1 day, 20:55:05, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7682, loss_cls: 1.9535, loss: 1.9535, grad_norm: 7.3990 2020-08-16 01:21:00,404 - mmaction - INFO - Epoch [15][1820/2505] lr: 3.750e-03, eta: 1 day, 20:54:52, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7969, loss_cls: 1.8284, loss: 1.8284, grad_norm: 6.9365 2020-08-16 01:21:15,207 - mmaction - INFO - Epoch [15][1840/2505] lr: 3.750e-03, eta: 1 day, 20:54:36, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7771, loss_cls: 2.0023, loss: 2.0023, grad_norm: 7.2426 2020-08-16 01:21:30,168 - mmaction - INFO - Epoch [15][1860/2505] lr: 3.750e-03, eta: 1 day, 20:54:19, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7708, loss_cls: 1.9761, loss: 1.9761, grad_norm: 7.2973 2020-08-16 01:21:44,642 - mmaction - INFO - Epoch [15][1880/2505] lr: 3.750e-03, eta: 1 day, 20:54:00, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7807, loss_cls: 1.9610, loss: 1.9610, grad_norm: 7.1287 2020-08-16 01:22:00,833 - mmaction - INFO - Epoch [15][1900/2505] lr: 3.750e-03, eta: 1 day, 20:53:51, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7714, loss_cls: 1.9675, loss: 1.9675, grad_norm: 7.1799 2020-08-16 01:22:15,049 - mmaction - INFO - Epoch [15][1920/2505] lr: 3.750e-03, eta: 1 day, 20:53:31, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7823, loss_cls: 1.9321, loss: 1.9321, grad_norm: 7.1168 2020-08-16 01:22:29,493 - mmaction - INFO - Epoch [15][1940/2505] lr: 3.750e-03, eta: 1 day, 20:53:12, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7813, loss_cls: 1.8813, loss: 1.8813, grad_norm: 7.1492 2020-08-16 01:22:44,302 - mmaction - INFO - Epoch [15][1960/2505] lr: 3.750e-03, eta: 1 day, 20:52:55, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7672, loss_cls: 1.9917, loss: 1.9917, grad_norm: 7.2029 2020-08-16 01:22:59,197 - mmaction - INFO - Epoch [15][1980/2505] lr: 3.750e-03, eta: 1 day, 20:52:38, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7745, loss_cls: 2.0071, loss: 2.0071, grad_norm: 7.2336 2020-08-16 01:23:14,017 - mmaction - INFO - Epoch [15][2000/2505] lr: 3.750e-03, eta: 1 day, 20:52:21, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7698, loss_cls: 1.9304, loss: 1.9304, grad_norm: 7.2233 2020-08-16 01:23:28,564 - mmaction - INFO - Epoch [15][2020/2505] lr: 3.750e-03, eta: 1 day, 20:52:02, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.8859, loss: 1.8859, grad_norm: 7.0962 2020-08-16 01:23:44,899 - mmaction - INFO - Epoch [15][2040/2505] lr: 3.750e-03, eta: 1 day, 20:51:54, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7875, loss_cls: 1.8959, loss: 1.8959, grad_norm: 7.0510 2020-08-16 01:23:59,188 - mmaction - INFO - Epoch [15][2060/2505] lr: 3.750e-03, eta: 1 day, 20:51:34, time: 0.715, data_time: 0.002, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 1.9878, loss: 1.9878, grad_norm: 7.2898 2020-08-16 01:24:14,278 - mmaction - INFO - Epoch [15][2080/2505] lr: 3.750e-03, eta: 1 day, 20:51:19, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7708, loss_cls: 1.9810, loss: 1.9810, grad_norm: 7.2728 2020-08-16 01:24:29,556 - mmaction - INFO - Epoch [15][2100/2505] lr: 3.750e-03, eta: 1 day, 20:51:04, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7839, loss_cls: 1.9120, loss: 1.9120, grad_norm: 7.1857 2020-08-16 01:24:44,839 - mmaction - INFO - Epoch [15][2120/2505] lr: 3.750e-03, eta: 1 day, 20:50:50, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7885, loss_cls: 1.8722, loss: 1.8722, grad_norm: 7.1138 2020-08-16 01:24:58,801 - mmaction - INFO - Epoch [15][2140/2505] lr: 3.750e-03, eta: 1 day, 20:50:28, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7813, loss_cls: 1.9068, loss: 1.9068, grad_norm: 7.0836 2020-08-16 01:25:13,159 - mmaction - INFO - Epoch [15][2160/2505] lr: 3.750e-03, eta: 1 day, 20:50:09, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7917, loss_cls: 1.9197, loss: 1.9197, grad_norm: 7.3119 2020-08-16 01:25:29,085 - mmaction - INFO - Epoch [15][2180/2505] lr: 3.750e-03, eta: 1 day, 20:49:58, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7672, loss_cls: 1.9568, loss: 1.9568, grad_norm: 7.2393 2020-08-16 01:25:43,435 - mmaction - INFO - Epoch [15][2200/2505] lr: 3.750e-03, eta: 1 day, 20:49:38, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7651, loss_cls: 2.0019, loss: 2.0019, grad_norm: 7.2495 2020-08-16 01:25:58,657 - mmaction - INFO - Epoch [15][2220/2505] lr: 3.750e-03, eta: 1 day, 20:49:24, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7745, loss_cls: 1.9123, loss: 1.9123, grad_norm: 7.2341 2020-08-16 01:26:13,106 - mmaction - INFO - Epoch [15][2240/2505] lr: 3.750e-03, eta: 1 day, 20:49:05, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7656, loss_cls: 2.0155, loss: 2.0155, grad_norm: 7.5330 2020-08-16 01:26:28,454 - mmaction - INFO - Epoch [15][2260/2505] lr: 3.750e-03, eta: 1 day, 20:48:51, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7823, loss_cls: 1.9421, loss: 1.9421, grad_norm: 7.0511 2020-08-16 01:26:42,763 - mmaction - INFO - Epoch [15][2280/2505] lr: 3.750e-03, eta: 1 day, 20:48:31, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7818, loss_cls: 1.8652, loss: 1.8652, grad_norm: 7.1062 2020-08-16 01:26:57,365 - mmaction - INFO - Epoch [15][2300/2505] lr: 3.750e-03, eta: 1 day, 20:48:13, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7964, loss_cls: 1.8375, loss: 1.8375, grad_norm: 7.0461 2020-08-16 01:27:12,326 - mmaction - INFO - Epoch [15][2320/2505] lr: 3.750e-03, eta: 1 day, 20:47:57, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7719, loss_cls: 2.0415, loss: 2.0415, grad_norm: 7.3045 2020-08-16 01:27:26,924 - mmaction - INFO - Epoch [15][2340/2505] lr: 3.750e-03, eta: 1 day, 20:47:39, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7901, loss_cls: 1.8901, loss: 1.8901, grad_norm: 7.1450 2020-08-16 01:27:41,759 - mmaction - INFO - Epoch [15][2360/2505] lr: 3.750e-03, eta: 1 day, 20:47:21, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7797, loss_cls: 1.8991, loss: 1.8991, grad_norm: 7.1976 2020-08-16 01:27:56,640 - mmaction - INFO - Epoch [15][2380/2505] lr: 3.750e-03, eta: 1 day, 20:47:05, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.5339, top5_acc: 0.7771, loss_cls: 1.9931, loss: 1.9931, grad_norm: 7.4400 2020-08-16 01:28:11,760 - mmaction - INFO - Epoch [15][2400/2505] lr: 3.750e-03, eta: 1 day, 20:46:50, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7641, loss_cls: 1.9676, loss: 1.9676, grad_norm: 7.2790 2020-08-16 01:28:25,989 - mmaction - INFO - Epoch [15][2420/2505] lr: 3.750e-03, eta: 1 day, 20:46:30, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7932, loss_cls: 1.9081, loss: 1.9081, grad_norm: 7.1395 2020-08-16 01:28:41,265 - mmaction - INFO - Epoch [15][2440/2505] lr: 3.750e-03, eta: 1 day, 20:46:15, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7849, loss_cls: 1.9467, loss: 1.9467, grad_norm: 7.2796 2020-08-16 01:28:56,493 - mmaction - INFO - Epoch [15][2460/2505] lr: 3.750e-03, eta: 1 day, 20:46:01, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7724, loss_cls: 1.9565, loss: 1.9565, grad_norm: 7.0155 2020-08-16 01:29:11,330 - mmaction - INFO - Epoch [15][2480/2505] lr: 3.750e-03, eta: 1 day, 20:45:43, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5318, top5_acc: 0.7714, loss_cls: 1.9766, loss: 1.9766, grad_norm: 7.2139 2020-08-16 01:29:26,154 - mmaction - INFO - Epoch [15][2500/2505] lr: 3.750e-03, eta: 1 day, 20:45:27, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7833, loss_cls: 1.9306, loss: 1.9306, grad_norm: 7.1598 2020-08-16 01:29:29,978 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-08-16 01:29:54,524 - mmaction - INFO - Epoch [16][20/2505] lr: 3.750e-03, eta: 1 day, 20:45:33, time: 1.167, data_time: 0.554, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7672, loss_cls: 1.9572, loss: 1.9572, grad_norm: 7.0801 2020-08-16 01:30:07,379 - mmaction - INFO - Epoch [16][40/2505] lr: 3.750e-03, eta: 1 day, 20:45:05, time: 0.645, data_time: 0.006, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7828, loss_cls: 1.8553, loss: 1.8553, grad_norm: 7.1046 2020-08-16 01:30:21,318 - mmaction - INFO - Epoch [16][60/2505] lr: 3.750e-03, eta: 1 day, 20:44:43, time: 0.695, data_time: 0.004, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8057, loss_cls: 1.8260, loss: 1.8260, grad_norm: 6.9744 2020-08-16 01:30:35,672 - mmaction - INFO - Epoch [16][80/2505] lr: 3.750e-03, eta: 1 day, 20:44:24, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7948, loss_cls: 1.8341, loss: 1.8341, grad_norm: 6.8663 2020-08-16 01:30:50,620 - mmaction - INFO - Epoch [16][100/2505] lr: 3.750e-03, eta: 1 day, 20:44:07, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7812, loss_cls: 1.8841, loss: 1.8841, grad_norm: 7.1575 2020-08-16 01:31:06,727 - mmaction - INFO - Epoch [16][120/2505] lr: 3.750e-03, eta: 1 day, 20:43:58, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7786, loss_cls: 1.9213, loss: 1.9213, grad_norm: 7.1517 2020-08-16 01:31:21,321 - mmaction - INFO - Epoch [16][140/2505] lr: 3.750e-03, eta: 1 day, 20:43:40, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7849, loss_cls: 1.9243, loss: 1.9243, grad_norm: 7.2144 2020-08-16 01:31:35,899 - mmaction - INFO - Epoch [16][160/2505] lr: 3.750e-03, eta: 1 day, 20:43:21, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7781, loss_cls: 1.9039, loss: 1.9039, grad_norm: 6.9991 2020-08-16 01:31:50,368 - mmaction - INFO - Epoch [16][180/2505] lr: 3.750e-03, eta: 1 day, 20:43:03, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7964, loss_cls: 1.8332, loss: 1.8332, grad_norm: 7.0204 2020-08-16 01:32:04,897 - mmaction - INFO - Epoch [16][200/2505] lr: 3.750e-03, eta: 1 day, 20:42:44, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7870, loss_cls: 1.8500, loss: 1.8500, grad_norm: 7.0310 2020-08-16 01:32:20,174 - mmaction - INFO - Epoch [16][220/2505] lr: 3.750e-03, eta: 1 day, 20:42:30, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7922, loss_cls: 1.8450, loss: 1.8450, grad_norm: 6.9983 2020-08-16 01:32:35,579 - mmaction - INFO - Epoch [16][240/2505] lr: 3.750e-03, eta: 1 day, 20:42:16, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7937, loss_cls: 1.8859, loss: 1.8859, grad_norm: 7.1532 2020-08-16 01:32:50,233 - mmaction - INFO - Epoch [16][260/2505] lr: 3.750e-03, eta: 1 day, 20:41:58, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.8026, loss_cls: 1.8284, loss: 1.8284, grad_norm: 7.1262 2020-08-16 01:33:05,270 - mmaction - INFO - Epoch [16][280/2505] lr: 3.750e-03, eta: 1 day, 20:41:43, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 1.9457, loss: 1.9457, grad_norm: 7.3095 2020-08-16 01:33:20,277 - mmaction - INFO - Epoch [16][300/2505] lr: 3.750e-03, eta: 1 day, 20:41:27, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 1.9273, loss: 1.9273, grad_norm: 7.1052 2020-08-16 01:33:34,677 - mmaction - INFO - Epoch [16][320/2505] lr: 3.750e-03, eta: 1 day, 20:41:08, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7859, loss_cls: 1.9132, loss: 1.9132, grad_norm: 7.1799 2020-08-16 01:33:49,524 - mmaction - INFO - Epoch [16][340/2505] lr: 3.750e-03, eta: 1 day, 20:40:51, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7885, loss_cls: 1.8839, loss: 1.8839, grad_norm: 7.0716 2020-08-16 01:34:04,371 - mmaction - INFO - Epoch [16][360/2505] lr: 3.750e-03, eta: 1 day, 20:40:34, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7927, loss_cls: 1.8403, loss: 1.8403, grad_norm: 7.0933 2020-08-16 01:34:19,003 - mmaction - INFO - Epoch [16][380/2505] lr: 3.750e-03, eta: 1 day, 20:40:16, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7896, loss_cls: 1.8942, loss: 1.8942, grad_norm: 7.2751 2020-08-16 01:34:35,912 - mmaction - INFO - Epoch [16][400/2505] lr: 3.750e-03, eta: 1 day, 20:40:11, time: 0.848, data_time: 0.006, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7745, loss_cls: 1.9227, loss: 1.9227, grad_norm: 7.2015 2020-08-16 01:34:50,145 - mmaction - INFO - Epoch [16][420/2505] lr: 3.750e-03, eta: 1 day, 20:39:51, time: 0.711, data_time: 0.004, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7833, loss_cls: 1.8901, loss: 1.8901, grad_norm: 7.0197 2020-08-16 01:35:05,115 - mmaction - INFO - Epoch [16][440/2505] lr: 3.750e-03, eta: 1 day, 20:39:35, time: 0.749, data_time: 0.003, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7885, loss_cls: 1.8769, loss: 1.8769, grad_norm: 7.0933 2020-08-16 01:35:19,420 - mmaction - INFO - Epoch [16][460/2505] lr: 3.750e-03, eta: 1 day, 20:39:15, time: 0.716, data_time: 0.003, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7854, loss_cls: 1.8425, loss: 1.8425, grad_norm: 6.9378 2020-08-16 01:35:33,917 - mmaction - INFO - Epoch [16][480/2505] lr: 3.750e-03, eta: 1 day, 20:38:56, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7828, loss_cls: 1.9243, loss: 1.9243, grad_norm: 7.1868 2020-08-16 01:35:48,778 - mmaction - INFO - Epoch [16][500/2505] lr: 3.750e-03, eta: 1 day, 20:38:40, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7734, loss_cls: 1.9400, loss: 1.9400, grad_norm: 7.2440 2020-08-16 01:36:03,121 - mmaction - INFO - Epoch [16][520/2505] lr: 3.750e-03, eta: 1 day, 20:38:20, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7750, loss_cls: 1.9080, loss: 1.9080, grad_norm: 7.2473 2020-08-16 01:36:17,920 - mmaction - INFO - Epoch [16][540/2505] lr: 3.750e-03, eta: 1 day, 20:38:03, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7729, loss_cls: 1.9222, loss: 1.9222, grad_norm: 7.2042 2020-08-16 01:36:33,832 - mmaction - INFO - Epoch [16][560/2505] lr: 3.750e-03, eta: 1 day, 20:37:52, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7891, loss_cls: 1.8892, loss: 1.8892, grad_norm: 7.2338 2020-08-16 01:36:48,783 - mmaction - INFO - Epoch [16][580/2505] lr: 3.750e-03, eta: 1 day, 20:37:36, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7880, loss_cls: 1.8665, loss: 1.8665, grad_norm: 7.1313 2020-08-16 01:37:03,004 - mmaction - INFO - Epoch [16][600/2505] lr: 3.750e-03, eta: 1 day, 20:37:16, time: 0.710, data_time: 0.004, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7927, loss_cls: 1.8481, loss: 1.8481, grad_norm: 7.2629 2020-08-16 01:37:18,482 - mmaction - INFO - Epoch [16][620/2505] lr: 3.750e-03, eta: 1 day, 20:37:03, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7937, loss_cls: 1.8527, loss: 1.8527, grad_norm: 7.1631 2020-08-16 01:37:33,497 - mmaction - INFO - Epoch [16][640/2505] lr: 3.750e-03, eta: 1 day, 20:36:47, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.8026, loss_cls: 1.8192, loss: 1.8192, grad_norm: 7.1304 2020-08-16 01:37:47,923 - mmaction - INFO - Epoch [16][660/2505] lr: 3.750e-03, eta: 1 day, 20:36:28, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7807, loss_cls: 1.9433, loss: 1.9433, grad_norm: 7.4432 2020-08-16 01:38:02,412 - mmaction - INFO - Epoch [16][680/2505] lr: 3.750e-03, eta: 1 day, 20:36:09, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7979, loss_cls: 1.7943, loss: 1.7943, grad_norm: 6.9167 2020-08-16 01:38:17,108 - mmaction - INFO - Epoch [16][700/2505] lr: 3.750e-03, eta: 1 day, 20:35:52, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9633, loss: 1.9633, grad_norm: 7.2333 2020-08-16 01:38:31,667 - mmaction - INFO - Epoch [16][720/2505] lr: 3.750e-03, eta: 1 day, 20:35:33, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8914, loss: 1.8914, grad_norm: 7.0827 2020-08-16 01:38:46,732 - mmaction - INFO - Epoch [16][740/2505] lr: 3.750e-03, eta: 1 day, 20:35:18, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7891, loss_cls: 1.9144, loss: 1.9144, grad_norm: 7.3405 2020-08-16 01:39:01,640 - mmaction - INFO - Epoch [16][760/2505] lr: 3.750e-03, eta: 1 day, 20:35:02, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7844, loss_cls: 1.9021, loss: 1.9021, grad_norm: 7.1403 2020-08-16 01:39:16,094 - mmaction - INFO - Epoch [16][780/2505] lr: 3.750e-03, eta: 1 day, 20:34:43, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7859, loss_cls: 1.9118, loss: 1.9118, grad_norm: 7.2473 2020-08-16 01:39:31,186 - mmaction - INFO - Epoch [16][800/2505] lr: 3.750e-03, eta: 1 day, 20:34:27, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5401, top5_acc: 0.7708, loss_cls: 1.9948, loss: 1.9948, grad_norm: 7.2704 2020-08-16 01:39:46,288 - mmaction - INFO - Epoch [16][820/2505] lr: 3.750e-03, eta: 1 day, 20:34:12, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7922, loss_cls: 1.8426, loss: 1.8426, grad_norm: 7.0206 2020-08-16 01:40:01,191 - mmaction - INFO - Epoch [16][840/2505] lr: 3.750e-03, eta: 1 day, 20:33:56, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7776, loss_cls: 1.9115, loss: 1.9115, grad_norm: 7.1642 2020-08-16 01:40:15,471 - mmaction - INFO - Epoch [16][860/2505] lr: 3.750e-03, eta: 1 day, 20:33:36, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7781, loss_cls: 1.9546, loss: 1.9546, grad_norm: 7.2712 2020-08-16 01:40:30,470 - mmaction - INFO - Epoch [16][880/2505] lr: 3.750e-03, eta: 1 day, 20:33:20, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7859, loss_cls: 1.8759, loss: 1.8759, grad_norm: 7.1979 2020-08-16 01:40:44,906 - mmaction - INFO - Epoch [16][900/2505] lr: 3.750e-03, eta: 1 day, 20:33:01, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7797, loss_cls: 1.9215, loss: 1.9215, grad_norm: 7.2872 2020-08-16 01:40:59,310 - mmaction - INFO - Epoch [16][920/2505] lr: 3.750e-03, eta: 1 day, 20:32:42, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7901, loss_cls: 1.8321, loss: 1.8321, grad_norm: 7.1288 2020-08-16 01:41:15,070 - mmaction - INFO - Epoch [16][940/2505] lr: 3.750e-03, eta: 1 day, 20:32:30, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7964, loss_cls: 1.8162, loss: 1.8162, grad_norm: 7.2028 2020-08-16 01:41:29,526 - mmaction - INFO - Epoch [16][960/2505] lr: 3.750e-03, eta: 1 day, 20:32:11, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7693, loss_cls: 1.9795, loss: 1.9795, grad_norm: 7.2815 2020-08-16 01:41:44,272 - mmaction - INFO - Epoch [16][980/2505] lr: 3.750e-03, eta: 1 day, 20:31:54, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7776, loss_cls: 1.8859, loss: 1.8859, grad_norm: 6.9920 2020-08-16 01:41:59,121 - mmaction - INFO - Epoch [16][1000/2505] lr: 3.750e-03, eta: 1 day, 20:31:38, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7745, loss_cls: 1.9669, loss: 1.9669, grad_norm: 7.2786 2020-08-16 01:42:13,896 - mmaction - INFO - Epoch [16][1020/2505] lr: 3.750e-03, eta: 1 day, 20:31:20, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7818, loss_cls: 1.9047, loss: 1.9047, grad_norm: 7.2369 2020-08-16 01:42:28,632 - mmaction - INFO - Epoch [16][1040/2505] lr: 3.750e-03, eta: 1 day, 20:31:03, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7901, loss_cls: 1.8531, loss: 1.8531, grad_norm: 7.1978 2020-08-16 01:42:43,977 - mmaction - INFO - Epoch [16][1060/2505] lr: 3.750e-03, eta: 1 day, 20:30:49, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7818, loss_cls: 1.9575, loss: 1.9575, grad_norm: 7.2884 2020-08-16 01:42:58,566 - mmaction - INFO - Epoch [16][1080/2505] lr: 3.750e-03, eta: 1 day, 20:30:31, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7948, loss_cls: 1.8191, loss: 1.8191, grad_norm: 7.0269 2020-08-16 01:43:13,294 - mmaction - INFO - Epoch [16][1100/2505] lr: 3.750e-03, eta: 1 day, 20:30:14, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7792, loss_cls: 1.8827, loss: 1.8827, grad_norm: 7.3209 2020-08-16 01:43:27,865 - mmaction - INFO - Epoch [16][1120/2505] lr: 3.750e-03, eta: 1 day, 20:29:56, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7875, loss_cls: 1.9197, loss: 1.9197, grad_norm: 7.3268 2020-08-16 01:43:43,218 - mmaction - INFO - Epoch [16][1140/2505] lr: 3.750e-03, eta: 1 day, 20:29:42, time: 0.768, data_time: 0.002, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7849, loss_cls: 1.9377, loss: 1.9377, grad_norm: 7.3979 2020-08-16 01:43:57,818 - mmaction - INFO - Epoch [16][1160/2505] lr: 3.750e-03, eta: 1 day, 20:29:24, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7917, loss_cls: 1.8434, loss: 1.8434, grad_norm: 7.1018 2020-08-16 01:44:12,351 - mmaction - INFO - Epoch [16][1180/2505] lr: 3.750e-03, eta: 1 day, 20:29:05, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.9281, loss: 1.9281, grad_norm: 7.3419 2020-08-16 01:44:27,104 - mmaction - INFO - Epoch [16][1200/2505] lr: 3.750e-03, eta: 1 day, 20:28:48, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7885, loss_cls: 1.8805, loss: 1.8805, grad_norm: 7.1127 2020-08-16 01:44:41,793 - mmaction - INFO - Epoch [16][1220/2505] lr: 3.750e-03, eta: 1 day, 20:28:31, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.8052, loss_cls: 1.8074, loss: 1.8074, grad_norm: 6.9513 2020-08-16 01:44:56,613 - mmaction - INFO - Epoch [16][1240/2505] lr: 3.750e-03, eta: 1 day, 20:28:14, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7859, loss_cls: 1.8642, loss: 1.8642, grad_norm: 7.0728 2020-08-16 01:45:11,592 - mmaction - INFO - Epoch [16][1260/2505] lr: 3.750e-03, eta: 1 day, 20:27:58, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 1.8732, loss: 1.8732, grad_norm: 7.0222 2020-08-16 01:45:27,172 - mmaction - INFO - Epoch [16][1280/2505] lr: 3.750e-03, eta: 1 day, 20:27:45, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7937, loss_cls: 1.8469, loss: 1.8469, grad_norm: 7.0290 2020-08-16 01:45:42,855 - mmaction - INFO - Epoch [16][1300/2505] lr: 3.750e-03, eta: 1 day, 20:27:33, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7948, loss_cls: 1.8495, loss: 1.8495, grad_norm: 7.1486 2020-08-16 01:45:56,814 - mmaction - INFO - Epoch [16][1320/2505] lr: 3.750e-03, eta: 1 day, 20:27:12, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7771, loss_cls: 1.9057, loss: 1.9057, grad_norm: 6.9837 2020-08-16 01:46:11,568 - mmaction - INFO - Epoch [16][1340/2505] lr: 3.750e-03, eta: 1 day, 20:26:55, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7833, loss_cls: 1.9083, loss: 1.9083, grad_norm: 7.2544 2020-08-16 01:46:25,983 - mmaction - INFO - Epoch [16][1360/2505] lr: 3.750e-03, eta: 1 day, 20:26:36, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7755, loss_cls: 1.9527, loss: 1.9527, grad_norm: 7.1542 2020-08-16 01:46:40,823 - mmaction - INFO - Epoch [16][1380/2505] lr: 3.750e-03, eta: 1 day, 20:26:19, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7755, loss_cls: 1.9120, loss: 1.9120, grad_norm: 7.0422 2020-08-16 01:46:55,140 - mmaction - INFO - Epoch [16][1400/2505] lr: 3.750e-03, eta: 1 day, 20:25:59, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7818, loss_cls: 1.8913, loss: 1.8913, grad_norm: 7.0457 2020-08-16 01:47:11,234 - mmaction - INFO - Epoch [16][1420/2505] lr: 3.750e-03, eta: 1 day, 20:25:50, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7807, loss_cls: 1.8955, loss: 1.8955, grad_norm: 7.1986 2020-08-16 01:47:25,376 - mmaction - INFO - Epoch [16][1440/2505] lr: 3.750e-03, eta: 1 day, 20:25:29, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0353, loss: 2.0353, grad_norm: 7.5136 2020-08-16 01:47:40,675 - mmaction - INFO - Epoch [16][1460/2505] lr: 3.750e-03, eta: 1 day, 20:25:15, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7823, loss_cls: 1.9076, loss: 1.9076, grad_norm: 7.2166 2020-08-16 01:47:54,934 - mmaction - INFO - Epoch [16][1480/2505] lr: 3.750e-03, eta: 1 day, 20:24:55, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7891, loss_cls: 1.8715, loss: 1.8715, grad_norm: 7.1179 2020-08-16 01:48:10,069 - mmaction - INFO - Epoch [16][1500/2505] lr: 3.750e-03, eta: 1 day, 20:24:40, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7854, loss_cls: 1.9138, loss: 1.9138, grad_norm: 7.3222 2020-08-16 01:48:24,675 - mmaction - INFO - Epoch [16][1520/2505] lr: 3.750e-03, eta: 1 day, 20:24:22, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0341, loss: 2.0341, grad_norm: 7.4327 2020-08-16 01:48:39,588 - mmaction - INFO - Epoch [16][1540/2505] lr: 3.750e-03, eta: 1 day, 20:24:06, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7755, loss_cls: 1.9142, loss: 1.9142, grad_norm: 7.3336 2020-08-16 01:48:54,719 - mmaction - INFO - Epoch [16][1560/2505] lr: 3.750e-03, eta: 1 day, 20:23:51, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7823, loss_cls: 1.8936, loss: 1.8936, grad_norm: 7.2588 2020-08-16 01:49:09,033 - mmaction - INFO - Epoch [16][1580/2505] lr: 3.750e-03, eta: 1 day, 20:23:31, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7672, loss_cls: 1.9757, loss: 1.9757, grad_norm: 7.4453 2020-08-16 01:49:23,850 - mmaction - INFO - Epoch [16][1600/2505] lr: 3.750e-03, eta: 1 day, 20:23:14, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7802, loss_cls: 1.9052, loss: 1.9052, grad_norm: 7.2250 2020-08-16 01:49:39,956 - mmaction - INFO - Epoch [16][1620/2505] lr: 3.750e-03, eta: 1 day, 20:23:05, time: 0.808, data_time: 0.007, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7797, loss_cls: 1.8740, loss: 1.8740, grad_norm: 7.2235 2020-08-16 01:49:54,071 - mmaction - INFO - Epoch [16][1640/2505] lr: 3.750e-03, eta: 1 day, 20:22:44, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7776, loss_cls: 1.9200, loss: 1.9200, grad_norm: 7.1982 2020-08-16 01:50:08,608 - mmaction - INFO - Epoch [16][1660/2505] lr: 3.750e-03, eta: 1 day, 20:22:26, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7823, loss_cls: 1.8764, loss: 1.8764, grad_norm: 6.9436 2020-08-16 01:50:23,470 - mmaction - INFO - Epoch [16][1680/2505] lr: 3.750e-03, eta: 1 day, 20:22:09, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7734, loss_cls: 1.9183, loss: 1.9183, grad_norm: 7.2176 2020-08-16 01:50:38,128 - mmaction - INFO - Epoch [16][1700/2505] lr: 3.750e-03, eta: 1 day, 20:21:52, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7760, loss_cls: 1.9021, loss: 1.9021, grad_norm: 7.1437 2020-08-16 01:50:53,288 - mmaction - INFO - Epoch [16][1720/2505] lr: 3.750e-03, eta: 1 day, 20:21:37, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7833, loss_cls: 1.8712, loss: 1.8712, grad_norm: 7.1594 2020-08-16 01:51:07,937 - mmaction - INFO - Epoch [16][1740/2505] lr: 3.750e-03, eta: 1 day, 20:21:19, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.5682, top5_acc: 0.8005, loss_cls: 1.8170, loss: 1.8170, grad_norm: 7.1553 2020-08-16 01:51:23,442 - mmaction - INFO - Epoch [16][1760/2505] lr: 3.750e-03, eta: 1 day, 20:21:06, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7938, loss_cls: 1.8715, loss: 1.8715, grad_norm: 7.1079 2020-08-16 01:51:38,278 - mmaction - INFO - Epoch [16][1780/2505] lr: 3.750e-03, eta: 1 day, 20:20:49, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7802, loss_cls: 1.9048, loss: 1.9048, grad_norm: 7.1330 2020-08-16 01:51:53,376 - mmaction - INFO - Epoch [16][1800/2505] lr: 3.750e-03, eta: 1 day, 20:20:34, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7651, loss_cls: 1.9484, loss: 1.9484, grad_norm: 7.3103 2020-08-16 01:52:07,872 - mmaction - INFO - Epoch [16][1820/2505] lr: 3.750e-03, eta: 1 day, 20:20:16, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7818, loss_cls: 1.9227, loss: 1.9227, grad_norm: 7.3151 2020-08-16 01:52:23,490 - mmaction - INFO - Epoch [16][1840/2505] lr: 3.750e-03, eta: 1 day, 20:20:03, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7698, loss_cls: 1.9580, loss: 1.9580, grad_norm: 7.2290 2020-08-16 01:52:37,570 - mmaction - INFO - Epoch [16][1860/2505] lr: 3.750e-03, eta: 1 day, 20:19:43, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 2.0047, loss: 2.0047, grad_norm: 7.3546 2020-08-16 01:52:52,269 - mmaction - INFO - Epoch [16][1880/2505] lr: 3.750e-03, eta: 1 day, 20:19:25, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7865, loss_cls: 1.9165, loss: 1.9165, grad_norm: 7.2560 2020-08-16 01:53:07,000 - mmaction - INFO - Epoch [16][1900/2505] lr: 3.750e-03, eta: 1 day, 20:19:08, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7734, loss_cls: 1.9279, loss: 1.9279, grad_norm: 7.3019 2020-08-16 01:53:22,049 - mmaction - INFO - Epoch [16][1920/2505] lr: 3.750e-03, eta: 1 day, 20:18:53, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7714, loss_cls: 1.9758, loss: 1.9758, grad_norm: 7.3396 2020-08-16 01:53:36,452 - mmaction - INFO - Epoch [16][1940/2505] lr: 3.750e-03, eta: 1 day, 20:18:33, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7745, loss_cls: 1.9576, loss: 1.9576, grad_norm: 7.1684 2020-08-16 01:53:52,694 - mmaction - INFO - Epoch [16][1960/2505] lr: 3.750e-03, eta: 1 day, 20:18:24, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7849, loss_cls: 1.9024, loss: 1.9024, grad_norm: 7.1534 2020-08-16 01:54:06,613 - mmaction - INFO - Epoch [16][1980/2505] lr: 3.750e-03, eta: 1 day, 20:18:03, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7693, loss_cls: 1.9448, loss: 1.9448, grad_norm: 7.1992 2020-08-16 01:54:21,926 - mmaction - INFO - Epoch [16][2000/2505] lr: 3.750e-03, eta: 1 day, 20:17:49, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7682, loss_cls: 1.9530, loss: 1.9530, grad_norm: 7.2524 2020-08-16 01:54:37,235 - mmaction - INFO - Epoch [16][2020/2505] lr: 3.750e-03, eta: 1 day, 20:17:35, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7854, loss_cls: 1.8995, loss: 1.8995, grad_norm: 7.1511 2020-08-16 01:54:51,448 - mmaction - INFO - Epoch [16][2040/2505] lr: 3.750e-03, eta: 1 day, 20:17:15, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7839, loss_cls: 1.8947, loss: 1.8947, grad_norm: 7.2760 2020-08-16 01:55:06,051 - mmaction - INFO - Epoch [16][2060/2505] lr: 3.750e-03, eta: 1 day, 20:16:57, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7807, loss_cls: 1.9428, loss: 1.9428, grad_norm: 7.3380 2020-08-16 01:55:20,843 - mmaction - INFO - Epoch [16][2080/2505] lr: 3.750e-03, eta: 1 day, 20:16:40, time: 0.741, data_time: 0.003, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7708, loss_cls: 1.9555, loss: 1.9555, grad_norm: 7.2640 2020-08-16 01:55:35,697 - mmaction - INFO - Epoch [16][2100/2505] lr: 3.750e-03, eta: 1 day, 20:16:23, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7818, loss_cls: 1.9021, loss: 1.9021, grad_norm: 7.2468 2020-08-16 01:55:50,962 - mmaction - INFO - Epoch [16][2120/2505] lr: 3.750e-03, eta: 1 day, 20:16:09, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7948, loss_cls: 1.8159, loss: 1.8159, grad_norm: 6.9038 2020-08-16 01:56:05,396 - mmaction - INFO - Epoch [16][2140/2505] lr: 3.750e-03, eta: 1 day, 20:15:50, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.8005, loss_cls: 1.8455, loss: 1.8455, grad_norm: 7.2826 2020-08-16 01:56:21,140 - mmaction - INFO - Epoch [16][2160/2505] lr: 3.750e-03, eta: 1 day, 20:15:38, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7854, loss_cls: 1.8582, loss: 1.8582, grad_norm: 7.1033 2020-08-16 01:56:35,437 - mmaction - INFO - Epoch [16][2180/2505] lr: 3.750e-03, eta: 1 day, 20:15:19, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7729, loss_cls: 1.9651, loss: 1.9651, grad_norm: 7.3993 2020-08-16 01:56:50,304 - mmaction - INFO - Epoch [16][2200/2505] lr: 3.750e-03, eta: 1 day, 20:15:02, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7802, loss_cls: 1.8740, loss: 1.8740, grad_norm: 7.1296 2020-08-16 01:57:05,040 - mmaction - INFO - Epoch [16][2220/2505] lr: 3.750e-03, eta: 1 day, 20:14:45, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7813, loss_cls: 1.8820, loss: 1.8820, grad_norm: 7.1786 2020-08-16 01:57:19,633 - mmaction - INFO - Epoch [16][2240/2505] lr: 3.750e-03, eta: 1 day, 20:14:28, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5380, top5_acc: 0.7901, loss_cls: 1.8839, loss: 1.8839, grad_norm: 7.2663 2020-08-16 01:57:35,375 - mmaction - INFO - Epoch [16][2260/2505] lr: 3.750e-03, eta: 1 day, 20:14:15, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8493, loss: 1.8493, grad_norm: 7.0928 2020-08-16 01:57:49,454 - mmaction - INFO - Epoch [16][2280/2505] lr: 3.750e-03, eta: 1 day, 20:13:55, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7849, loss_cls: 1.9226, loss: 1.9226, grad_norm: 7.4039 2020-08-16 01:58:05,253 - mmaction - INFO - Epoch [16][2300/2505] lr: 3.750e-03, eta: 1 day, 20:13:43, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7562, loss_cls: 2.0214, loss: 2.0214, grad_norm: 7.3150 2020-08-16 01:58:19,581 - mmaction - INFO - Epoch [16][2320/2505] lr: 3.750e-03, eta: 1 day, 20:13:24, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7885, loss_cls: 1.8489, loss: 1.8489, grad_norm: 7.2072 2020-08-16 01:58:34,417 - mmaction - INFO - Epoch [16][2340/2505] lr: 3.750e-03, eta: 1 day, 20:13:08, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.9613, loss: 1.9613, grad_norm: 7.3418 2020-08-16 01:58:48,816 - mmaction - INFO - Epoch [16][2360/2505] lr: 3.750e-03, eta: 1 day, 20:12:49, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7943, loss_cls: 1.9070, loss: 1.9070, grad_norm: 7.3895 2020-08-16 01:59:04,091 - mmaction - INFO - Epoch [16][2380/2505] lr: 3.750e-03, eta: 1 day, 20:12:34, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7771, loss_cls: 1.9448, loss: 1.9448, grad_norm: 7.2147 2020-08-16 01:59:18,719 - mmaction - INFO - Epoch [16][2400/2505] lr: 3.750e-03, eta: 1 day, 20:12:17, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7849, loss_cls: 1.9257, loss: 1.9257, grad_norm: 7.2286 2020-08-16 01:59:33,226 - mmaction - INFO - Epoch [16][2420/2505] lr: 3.750e-03, eta: 1 day, 20:11:58, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5349, top5_acc: 0.7672, loss_cls: 1.9994, loss: 1.9994, grad_norm: 7.3708 2020-08-16 01:59:48,169 - mmaction - INFO - Epoch [16][2440/2505] lr: 3.750e-03, eta: 1 day, 20:11:42, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5302, top5_acc: 0.7557, loss_cls: 2.0081, loss: 2.0081, grad_norm: 7.3665 2020-08-16 02:00:02,762 - mmaction - INFO - Epoch [16][2460/2505] lr: 3.750e-03, eta: 1 day, 20:11:24, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7823, loss_cls: 1.9086, loss: 1.9086, grad_norm: 7.1985 2020-08-16 02:00:18,285 - mmaction - INFO - Epoch [16][2480/2505] lr: 3.750e-03, eta: 1 day, 20:11:11, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7807, loss_cls: 1.9163, loss: 1.9163, grad_norm: 7.0807 2020-08-16 02:00:32,745 - mmaction - INFO - Epoch [16][2500/2505] lr: 3.750e-03, eta: 1 day, 20:10:53, time: 0.726, data_time: 0.008, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7849, loss_cls: 1.8601, loss: 1.8601, grad_norm: 6.9810 2020-08-16 02:00:36,444 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-08-16 02:01:00,092 - mmaction - INFO - Epoch [17][20/2505] lr: 3.750e-03, eta: 1 day, 20:10:56, time: 1.152, data_time: 0.536, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7839, loss_cls: 1.8880, loss: 1.8880, grad_norm: 7.2839 2020-08-16 02:01:13,015 - mmaction - INFO - Epoch [17][40/2505] lr: 3.750e-03, eta: 1 day, 20:10:29, time: 0.649, data_time: 0.006, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7734, loss_cls: 2.0041, loss: 2.0041, grad_norm: 7.4831 2020-08-16 02:01:27,682 - mmaction - INFO - Epoch [17][60/2505] lr: 3.750e-03, eta: 1 day, 20:10:12, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5672, top5_acc: 0.8000, loss_cls: 1.8257, loss: 1.8257, grad_norm: 6.9851 2020-08-16 02:01:42,058 - mmaction - INFO - Epoch [17][80/2505] lr: 3.750e-03, eta: 1 day, 20:09:53, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7750, loss_cls: 1.9499, loss: 1.9499, grad_norm: 7.2952 2020-08-16 02:01:57,296 - mmaction - INFO - Epoch [17][100/2505] lr: 3.750e-03, eta: 1 day, 20:09:38, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7776, loss_cls: 1.9226, loss: 1.9226, grad_norm: 7.1828 2020-08-16 02:02:12,373 - mmaction - INFO - Epoch [17][120/2505] lr: 3.750e-03, eta: 1 day, 20:09:23, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.8042, loss_cls: 1.7774, loss: 1.7774, grad_norm: 6.9743 2020-08-16 02:02:26,978 - mmaction - INFO - Epoch [17][140/2505] lr: 3.750e-03, eta: 1 day, 20:09:05, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7927, loss_cls: 1.8365, loss: 1.8365, grad_norm: 7.0277 2020-08-16 02:02:41,827 - mmaction - INFO - Epoch [17][160/2505] lr: 3.750e-03, eta: 1 day, 20:08:49, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7818, loss_cls: 1.9302, loss: 1.9302, grad_norm: 7.1265 2020-08-16 02:02:56,084 - mmaction - INFO - Epoch [17][180/2505] lr: 3.750e-03, eta: 1 day, 20:08:29, time: 0.711, data_time: 0.004, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7833, loss_cls: 1.9175, loss: 1.9175, grad_norm: 7.3150 2020-08-16 02:03:11,394 - mmaction - INFO - Epoch [17][200/2505] lr: 3.750e-03, eta: 1 day, 20:08:15, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7901, loss_cls: 1.8476, loss: 1.8476, grad_norm: 7.0966 2020-08-16 02:03:26,053 - mmaction - INFO - Epoch [17][220/2505] lr: 3.750e-03, eta: 1 day, 20:07:57, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7792, loss_cls: 1.9280, loss: 1.9280, grad_norm: 7.1684 2020-08-16 02:03:41,906 - mmaction - INFO - Epoch [17][240/2505] lr: 3.750e-03, eta: 1 day, 20:07:46, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.8021, loss_cls: 1.8029, loss: 1.8029, grad_norm: 7.0238 2020-08-16 02:03:56,310 - mmaction - INFO - Epoch [17][260/2505] lr: 3.750e-03, eta: 1 day, 20:07:27, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7755, loss_cls: 1.9114, loss: 1.9114, grad_norm: 7.2262 2020-08-16 02:04:10,892 - mmaction - INFO - Epoch [17][280/2505] lr: 3.750e-03, eta: 1 day, 20:07:09, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7807, loss_cls: 1.9040, loss: 1.9040, grad_norm: 7.0942 2020-08-16 02:04:25,993 - mmaction - INFO - Epoch [17][300/2505] lr: 3.750e-03, eta: 1 day, 20:06:54, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7760, loss_cls: 1.9189, loss: 1.9189, grad_norm: 7.1478 2020-08-16 02:04:40,536 - mmaction - INFO - Epoch [17][320/2505] lr: 3.750e-03, eta: 1 day, 20:06:36, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7859, loss_cls: 1.8653, loss: 1.8653, grad_norm: 7.0941 2020-08-16 02:04:54,924 - mmaction - INFO - Epoch [17][340/2505] lr: 3.750e-03, eta: 1 day, 20:06:17, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7760, loss_cls: 1.8844, loss: 1.8844, grad_norm: 7.0750 2020-08-16 02:05:09,998 - mmaction - INFO - Epoch [17][360/2505] lr: 3.750e-03, eta: 1 day, 20:06:02, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7911, loss_cls: 1.8863, loss: 1.8863, grad_norm: 7.2784 2020-08-16 02:05:24,755 - mmaction - INFO - Epoch [17][380/2505] lr: 3.750e-03, eta: 1 day, 20:05:45, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7937, loss_cls: 1.8713, loss: 1.8713, grad_norm: 7.0482 2020-08-16 02:05:39,808 - mmaction - INFO - Epoch [17][400/2505] lr: 3.750e-03, eta: 1 day, 20:05:29, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7870, loss_cls: 1.8783, loss: 1.8783, grad_norm: 7.2263 2020-08-16 02:05:54,378 - mmaction - INFO - Epoch [17][420/2505] lr: 3.750e-03, eta: 1 day, 20:05:12, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5437, top5_acc: 0.7818, loss_cls: 1.9215, loss: 1.9215, grad_norm: 7.2621 2020-08-16 02:06:09,160 - mmaction - INFO - Epoch [17][440/2505] lr: 3.750e-03, eta: 1 day, 20:04:55, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8572, loss: 1.8572, grad_norm: 7.0697 2020-08-16 02:06:24,219 - mmaction - INFO - Epoch [17][460/2505] lr: 3.750e-03, eta: 1 day, 20:04:39, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7911, loss_cls: 1.8592, loss: 1.8592, grad_norm: 7.1355 2020-08-16 02:06:38,788 - mmaction - INFO - Epoch [17][480/2505] lr: 3.750e-03, eta: 1 day, 20:04:21, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7646, loss_cls: 1.9680, loss: 1.9680, grad_norm: 7.1459 2020-08-16 02:06:53,721 - mmaction - INFO - Epoch [17][500/2505] lr: 3.750e-03, eta: 1 day, 20:04:05, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7953, loss_cls: 1.8106, loss: 1.8106, grad_norm: 7.3172 2020-08-16 02:07:08,710 - mmaction - INFO - Epoch [17][520/2505] lr: 3.750e-03, eta: 1 day, 20:03:50, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7823, loss_cls: 1.8842, loss: 1.8842, grad_norm: 6.9911 2020-08-16 02:07:23,401 - mmaction - INFO - Epoch [17][540/2505] lr: 3.750e-03, eta: 1 day, 20:03:32, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8885, loss: 1.8885, grad_norm: 7.2943 2020-08-16 02:07:38,094 - mmaction - INFO - Epoch [17][560/2505] lr: 3.750e-03, eta: 1 day, 20:03:15, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7865, loss_cls: 1.9007, loss: 1.9007, grad_norm: 7.3117 2020-08-16 02:07:52,955 - mmaction - INFO - Epoch [17][580/2505] lr: 3.750e-03, eta: 1 day, 20:02:58, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7854, loss_cls: 1.8700, loss: 1.8700, grad_norm: 7.1617 2020-08-16 02:08:08,919 - mmaction - INFO - Epoch [17][600/2505] lr: 3.750e-03, eta: 1 day, 20:02:48, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.8010, loss_cls: 1.8119, loss: 1.8119, grad_norm: 7.1233 2020-08-16 02:08:23,846 - mmaction - INFO - Epoch [17][620/2505] lr: 3.750e-03, eta: 1 day, 20:02:32, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7901, loss_cls: 1.8259, loss: 1.8259, grad_norm: 7.2061 2020-08-16 02:08:37,731 - mmaction - INFO - Epoch [17][640/2505] lr: 3.750e-03, eta: 1 day, 20:02:10, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7833, loss_cls: 1.9108, loss: 1.9108, grad_norm: 7.0739 2020-08-16 02:08:52,541 - mmaction - INFO - Epoch [17][660/2505] lr: 3.750e-03, eta: 1 day, 20:01:53, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7859, loss_cls: 1.8622, loss: 1.8622, grad_norm: 6.9954 2020-08-16 02:09:07,764 - mmaction - INFO - Epoch [17][680/2505] lr: 3.750e-03, eta: 1 day, 20:01:39, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7734, loss_cls: 1.9305, loss: 1.9305, grad_norm: 7.1518 2020-08-16 02:09:22,222 - mmaction - INFO - Epoch [17][700/2505] lr: 3.750e-03, eta: 1 day, 20:01:20, time: 0.723, data_time: 0.008, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7880, loss_cls: 1.8133, loss: 1.8133, grad_norm: 7.1068 2020-08-16 02:09:37,491 - mmaction - INFO - Epoch [17][720/2505] lr: 3.750e-03, eta: 1 day, 20:01:06, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7943, loss_cls: 1.8893, loss: 1.8893, grad_norm: 7.1549 2020-08-16 02:09:52,078 - mmaction - INFO - Epoch [17][740/2505] lr: 3.750e-03, eta: 1 day, 20:00:48, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7870, loss_cls: 1.8749, loss: 1.8749, grad_norm: 7.2906 2020-08-16 02:10:06,978 - mmaction - INFO - Epoch [17][760/2505] lr: 3.750e-03, eta: 1 day, 20:00:32, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8675, loss: 1.8675, grad_norm: 7.0616 2020-08-16 02:10:22,284 - mmaction - INFO - Epoch [17][780/2505] lr: 3.750e-03, eta: 1 day, 20:00:18, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8392, loss: 1.8392, grad_norm: 7.2082 2020-08-16 02:10:36,731 - mmaction - INFO - Epoch [17][800/2505] lr: 3.750e-03, eta: 1 day, 19:59:59, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7859, loss_cls: 1.9334, loss: 1.9334, grad_norm: 7.3852 2020-08-16 02:10:51,316 - mmaction - INFO - Epoch [17][820/2505] lr: 3.750e-03, eta: 1 day, 19:59:42, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5438, top5_acc: 0.7792, loss_cls: 1.9263, loss: 1.9263, grad_norm: 7.2311 2020-08-16 02:11:05,968 - mmaction - INFO - Epoch [17][840/2505] lr: 3.750e-03, eta: 1 day, 19:59:24, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7885, loss_cls: 1.8292, loss: 1.8292, grad_norm: 7.1433 2020-08-16 02:11:20,485 - mmaction - INFO - Epoch [17][860/2505] lr: 3.750e-03, eta: 1 day, 19:59:06, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7802, loss_cls: 1.9187, loss: 1.9187, grad_norm: 7.4452 2020-08-16 02:11:36,490 - mmaction - INFO - Epoch [17][880/2505] lr: 3.750e-03, eta: 1 day, 19:58:55, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7896, loss_cls: 1.8806, loss: 1.8806, grad_norm: 7.1926 2020-08-16 02:11:50,993 - mmaction - INFO - Epoch [17][900/2505] lr: 3.750e-03, eta: 1 day, 19:58:37, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7844, loss_cls: 1.9449, loss: 1.9449, grad_norm: 7.3497 2020-08-16 02:12:05,802 - mmaction - INFO - Epoch [17][920/2505] lr: 3.750e-03, eta: 1 day, 19:58:20, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7917, loss_cls: 1.8039, loss: 1.8039, grad_norm: 7.1244 2020-08-16 02:12:21,351 - mmaction - INFO - Epoch [17][940/2505] lr: 3.750e-03, eta: 1 day, 19:58:08, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7839, loss_cls: 1.8857, loss: 1.8857, grad_norm: 7.1438 2020-08-16 02:12:35,770 - mmaction - INFO - Epoch [17][960/2505] lr: 3.750e-03, eta: 1 day, 19:57:49, time: 0.721, data_time: 0.003, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7943, loss_cls: 1.8383, loss: 1.8383, grad_norm: 7.2253 2020-08-16 02:12:50,687 - mmaction - INFO - Epoch [17][980/2505] lr: 3.750e-03, eta: 1 day, 19:57:33, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.8801, loss: 1.8801, grad_norm: 7.1052 2020-08-16 02:13:06,385 - mmaction - INFO - Epoch [17][1000/2505] lr: 3.750e-03, eta: 1 day, 19:57:21, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7854, loss_cls: 1.8609, loss: 1.8609, grad_norm: 7.1673 2020-08-16 02:13:21,465 - mmaction - INFO - Epoch [17][1020/2505] lr: 3.750e-03, eta: 1 day, 19:57:05, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7984, loss_cls: 1.8439, loss: 1.8439, grad_norm: 7.2134 2020-08-16 02:13:36,844 - mmaction - INFO - Epoch [17][1040/2505] lr: 3.750e-03, eta: 1 day, 19:56:52, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7781, loss_cls: 1.8747, loss: 1.8747, grad_norm: 7.0992 2020-08-16 02:13:51,111 - mmaction - INFO - Epoch [17][1060/2505] lr: 3.750e-03, eta: 1 day, 19:56:32, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.5448, top5_acc: 0.7823, loss_cls: 1.8475, loss: 1.8475, grad_norm: 6.9661 2020-08-16 02:14:05,906 - mmaction - INFO - Epoch [17][1080/2505] lr: 3.750e-03, eta: 1 day, 19:56:16, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7698, loss_cls: 1.9470, loss: 1.9470, grad_norm: 7.2945 2020-08-16 02:14:21,198 - mmaction - INFO - Epoch [17][1100/2505] lr: 3.750e-03, eta: 1 day, 19:56:01, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7891, loss_cls: 1.8920, loss: 1.8920, grad_norm: 7.3642 2020-08-16 02:14:36,183 - mmaction - INFO - Epoch [17][1120/2505] lr: 3.750e-03, eta: 1 day, 19:55:46, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7760, loss_cls: 1.9075, loss: 1.9075, grad_norm: 7.4101 2020-08-16 02:14:50,683 - mmaction - INFO - Epoch [17][1140/2505] lr: 3.750e-03, eta: 1 day, 19:55:27, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7823, loss_cls: 1.9105, loss: 1.9105, grad_norm: 7.2281 2020-08-16 02:15:06,983 - mmaction - INFO - Epoch [17][1160/2505] lr: 3.750e-03, eta: 1 day, 19:55:18, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7740, loss_cls: 1.8891, loss: 1.8891, grad_norm: 7.2037 2020-08-16 02:15:21,712 - mmaction - INFO - Epoch [17][1180/2505] lr: 3.750e-03, eta: 1 day, 19:55:01, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7802, loss_cls: 1.9205, loss: 1.9205, grad_norm: 7.1787 2020-08-16 02:15:35,870 - mmaction - INFO - Epoch [17][1200/2505] lr: 3.750e-03, eta: 1 day, 19:54:41, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7844, loss_cls: 1.8668, loss: 1.8668, grad_norm: 7.3849 2020-08-16 02:15:50,420 - mmaction - INFO - Epoch [17][1220/2505] lr: 3.750e-03, eta: 1 day, 19:54:23, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7870, loss_cls: 1.8964, loss: 1.8964, grad_norm: 7.4596 2020-08-16 02:16:06,049 - mmaction - INFO - Epoch [17][1240/2505] lr: 3.750e-03, eta: 1 day, 19:54:11, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7708, loss_cls: 1.9616, loss: 1.9616, grad_norm: 7.2533 2020-08-16 02:16:20,234 - mmaction - INFO - Epoch [17][1260/2505] lr: 3.750e-03, eta: 1 day, 19:53:51, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7901, loss_cls: 1.9030, loss: 1.9030, grad_norm: 7.2780 2020-08-16 02:16:35,553 - mmaction - INFO - Epoch [17][1280/2505] lr: 3.750e-03, eta: 1 day, 19:53:37, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7953, loss_cls: 1.8400, loss: 1.8400, grad_norm: 7.1062 2020-08-16 02:16:49,861 - mmaction - INFO - Epoch [17][1300/2505] lr: 3.750e-03, eta: 1 day, 19:53:18, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7901, loss_cls: 1.8714, loss: 1.8714, grad_norm: 7.2867 2020-08-16 02:17:05,525 - mmaction - INFO - Epoch [17][1320/2505] lr: 3.750e-03, eta: 1 day, 19:53:05, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7807, loss_cls: 1.8965, loss: 1.8965, grad_norm: 7.2089 2020-08-16 02:17:19,666 - mmaction - INFO - Epoch [17][1340/2505] lr: 3.750e-03, eta: 1 day, 19:52:46, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7948, loss_cls: 1.8881, loss: 1.8881, grad_norm: 7.1044 2020-08-16 02:17:34,147 - mmaction - INFO - Epoch [17][1360/2505] lr: 3.750e-03, eta: 1 day, 19:52:27, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7875, loss_cls: 1.8692, loss: 1.8692, grad_norm: 7.1500 2020-08-16 02:17:49,966 - mmaction - INFO - Epoch [17][1380/2505] lr: 3.750e-03, eta: 1 day, 19:52:16, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8423, loss: 1.8423, grad_norm: 7.1348 2020-08-16 02:18:05,030 - mmaction - INFO - Epoch [17][1400/2505] lr: 3.750e-03, eta: 1 day, 19:52:00, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7984, loss_cls: 1.8690, loss: 1.8690, grad_norm: 7.0959 2020-08-16 02:18:20,132 - mmaction - INFO - Epoch [17][1420/2505] lr: 3.750e-03, eta: 1 day, 19:51:45, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7891, loss_cls: 1.8583, loss: 1.8583, grad_norm: 7.1404 2020-08-16 02:18:34,281 - mmaction - INFO - Epoch [17][1440/2505] lr: 3.750e-03, eta: 1 day, 19:51:25, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7870, loss_cls: 1.8766, loss: 1.8766, grad_norm: 7.2422 2020-08-16 02:18:49,163 - mmaction - INFO - Epoch [17][1460/2505] lr: 3.750e-03, eta: 1 day, 19:51:09, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.8052, loss_cls: 1.8159, loss: 1.8159, grad_norm: 7.1645 2020-08-16 02:19:03,622 - mmaction - INFO - Epoch [17][1480/2505] lr: 3.750e-03, eta: 1 day, 19:50:51, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7896, loss_cls: 1.8585, loss: 1.8585, grad_norm: 7.1345 2020-08-16 02:19:18,203 - mmaction - INFO - Epoch [17][1500/2505] lr: 3.750e-03, eta: 1 day, 19:50:33, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7870, loss_cls: 1.8554, loss: 1.8554, grad_norm: 7.1968 2020-08-16 02:19:32,831 - mmaction - INFO - Epoch [17][1520/2505] lr: 3.750e-03, eta: 1 day, 19:50:15, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7833, loss_cls: 1.8713, loss: 1.8713, grad_norm: 7.2412 2020-08-16 02:19:48,046 - mmaction - INFO - Epoch [17][1540/2505] lr: 3.750e-03, eta: 1 day, 19:50:01, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7823, loss_cls: 1.9073, loss: 1.9073, grad_norm: 7.1845 2020-08-16 02:20:02,553 - mmaction - INFO - Epoch [17][1560/2505] lr: 3.750e-03, eta: 1 day, 19:49:43, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7802, loss_cls: 1.8884, loss: 1.8884, grad_norm: 7.2212 2020-08-16 02:20:17,030 - mmaction - INFO - Epoch [17][1580/2505] lr: 3.750e-03, eta: 1 day, 19:49:24, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7854, loss_cls: 1.8639, loss: 1.8639, grad_norm: 7.1218 2020-08-16 02:20:31,894 - mmaction - INFO - Epoch [17][1600/2505] lr: 3.750e-03, eta: 1 day, 19:49:08, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5547, top5_acc: 0.8026, loss_cls: 1.8522, loss: 1.8522, grad_norm: 7.0502 2020-08-16 02:20:48,246 - mmaction - INFO - Epoch [17][1620/2505] lr: 3.750e-03, eta: 1 day, 19:48:59, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7630, loss_cls: 1.9826, loss: 1.9826, grad_norm: 7.3506 2020-08-16 02:21:02,176 - mmaction - INFO - Epoch [17][1640/2505] lr: 3.750e-03, eta: 1 day, 19:48:38, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7750, loss_cls: 1.9527, loss: 1.9527, grad_norm: 7.2441 2020-08-16 02:21:16,913 - mmaction - INFO - Epoch [17][1660/2505] lr: 3.750e-03, eta: 1 day, 19:48:21, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7745, loss_cls: 1.9250, loss: 1.9250, grad_norm: 7.2104 2020-08-16 02:21:31,413 - mmaction - INFO - Epoch [17][1680/2505] lr: 3.750e-03, eta: 1 day, 19:48:03, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8451, loss: 1.8451, grad_norm: 7.0177 2020-08-16 02:21:46,382 - mmaction - INFO - Epoch [17][1700/2505] lr: 3.750e-03, eta: 1 day, 19:47:47, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7948, loss_cls: 1.8186, loss: 1.8186, grad_norm: 7.0913 2020-08-16 02:22:00,955 - mmaction - INFO - Epoch [17][1720/2505] lr: 3.750e-03, eta: 1 day, 19:47:29, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7818, loss_cls: 1.8553, loss: 1.8553, grad_norm: 7.2100 2020-08-16 02:22:15,252 - mmaction - INFO - Epoch [17][1740/2505] lr: 3.750e-03, eta: 1 day, 19:47:10, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7802, loss_cls: 1.9419, loss: 1.9419, grad_norm: 7.2355 2020-08-16 02:22:29,893 - mmaction - INFO - Epoch [17][1760/2505] lr: 3.750e-03, eta: 1 day, 19:46:53, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7771, loss_cls: 1.9248, loss: 1.9248, grad_norm: 7.3272 2020-08-16 02:22:45,418 - mmaction - INFO - Epoch [17][1780/2505] lr: 3.750e-03, eta: 1 day, 19:46:40, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7865, loss_cls: 1.8823, loss: 1.8823, grad_norm: 7.2634 2020-08-16 02:22:59,879 - mmaction - INFO - Epoch [17][1800/2505] lr: 3.750e-03, eta: 1 day, 19:46:21, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7745, loss_cls: 1.9201, loss: 1.9201, grad_norm: 7.0867 2020-08-16 02:23:14,354 - mmaction - INFO - Epoch [17][1820/2505] lr: 3.750e-03, eta: 1 day, 19:46:03, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7781, loss_cls: 1.9048, loss: 1.9048, grad_norm: 7.3080 2020-08-16 02:23:29,013 - mmaction - INFO - Epoch [17][1840/2505] lr: 3.750e-03, eta: 1 day, 19:45:46, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7859, loss_cls: 1.8562, loss: 1.8562, grad_norm: 7.0848 2020-08-16 02:23:44,457 - mmaction - INFO - Epoch [17][1860/2505] lr: 3.750e-03, eta: 1 day, 19:45:33, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7719, loss_cls: 1.9320, loss: 1.9320, grad_norm: 7.4459 2020-08-16 02:23:58,857 - mmaction - INFO - Epoch [17][1880/2505] lr: 3.750e-03, eta: 1 day, 19:45:14, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7854, loss_cls: 1.9145, loss: 1.9145, grad_norm: 7.4307 2020-08-16 02:24:13,458 - mmaction - INFO - Epoch [17][1900/2505] lr: 3.750e-03, eta: 1 day, 19:44:56, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7891, loss_cls: 1.8779, loss: 1.8779, grad_norm: 7.1735 2020-08-16 02:24:28,447 - mmaction - INFO - Epoch [17][1920/2505] lr: 3.750e-03, eta: 1 day, 19:44:41, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7828, loss_cls: 1.9098, loss: 1.9098, grad_norm: 7.3276 2020-08-16 02:24:42,982 - mmaction - INFO - Epoch [17][1940/2505] lr: 3.750e-03, eta: 1 day, 19:44:22, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7740, loss_cls: 1.9243, loss: 1.9243, grad_norm: 7.2548 2020-08-16 02:24:57,535 - mmaction - INFO - Epoch [17][1960/2505] lr: 3.750e-03, eta: 1 day, 19:44:05, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7943, loss_cls: 1.8509, loss: 1.8509, grad_norm: 7.0986 2020-08-16 02:25:12,267 - mmaction - INFO - Epoch [17][1980/2505] lr: 3.750e-03, eta: 1 day, 19:43:48, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7849, loss_cls: 1.9426, loss: 1.9426, grad_norm: 7.3895 2020-08-16 02:25:27,522 - mmaction - INFO - Epoch [17][2000/2505] lr: 3.750e-03, eta: 1 day, 19:43:33, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7958, loss_cls: 1.8797, loss: 1.8797, grad_norm: 7.2995 2020-08-16 02:25:42,355 - mmaction - INFO - Epoch [17][2020/2505] lr: 3.750e-03, eta: 1 day, 19:43:17, time: 0.740, data_time: 0.003, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7885, loss_cls: 1.8948, loss: 1.8948, grad_norm: 7.3400 2020-08-16 02:25:56,862 - mmaction - INFO - Epoch [17][2040/2505] lr: 3.750e-03, eta: 1 day, 19:42:59, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7729, loss_cls: 1.9551, loss: 1.9551, grad_norm: 7.4483 2020-08-16 02:26:11,754 - mmaction - INFO - Epoch [17][2060/2505] lr: 3.750e-03, eta: 1 day, 19:42:43, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5448, top5_acc: 0.7849, loss_cls: 1.9223, loss: 1.9223, grad_norm: 7.2836 2020-08-16 02:26:27,511 - mmaction - INFO - Epoch [17][2080/2505] lr: 3.750e-03, eta: 1 day, 19:42:31, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7922, loss_cls: 1.8909, loss: 1.8909, grad_norm: 7.1919 2020-08-16 02:26:41,676 - mmaction - INFO - Epoch [17][2100/2505] lr: 3.750e-03, eta: 1 day, 19:42:11, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7729, loss_cls: 1.9236, loss: 1.9236, grad_norm: 7.1886 2020-08-16 02:26:56,300 - mmaction - INFO - Epoch [17][2120/2505] lr: 3.750e-03, eta: 1 day, 19:41:54, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7771, loss_cls: 1.8808, loss: 1.8808, grad_norm: 7.1163 2020-08-16 02:27:11,161 - mmaction - INFO - Epoch [17][2140/2505] lr: 3.750e-03, eta: 1 day, 19:41:37, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7833, loss_cls: 1.8775, loss: 1.8775, grad_norm: 7.1159 2020-08-16 02:27:25,831 - mmaction - INFO - Epoch [17][2160/2505] lr: 3.750e-03, eta: 1 day, 19:41:20, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9180, loss: 1.9180, grad_norm: 7.4283 2020-08-16 02:27:41,706 - mmaction - INFO - Epoch [17][2180/2505] lr: 3.750e-03, eta: 1 day, 19:41:09, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7922, loss_cls: 1.8453, loss: 1.8453, grad_norm: 7.2221 2020-08-16 02:27:55,912 - mmaction - INFO - Epoch [17][2200/2505] lr: 3.750e-03, eta: 1 day, 19:40:49, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7630, loss_cls: 1.9707, loss: 1.9707, grad_norm: 7.2264 2020-08-16 02:28:11,678 - mmaction - INFO - Epoch [17][2220/2505] lr: 3.750e-03, eta: 1 day, 19:40:37, time: 0.788, data_time: 0.003, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7823, loss_cls: 1.9511, loss: 1.9511, grad_norm: 7.3183 2020-08-16 02:28:25,840 - mmaction - INFO - Epoch [17][2240/2505] lr: 3.750e-03, eta: 1 day, 19:40:17, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.5292, top5_acc: 0.7807, loss_cls: 1.9886, loss: 1.9886, grad_norm: 7.3081 2020-08-16 02:28:40,451 - mmaction - INFO - Epoch [17][2260/2505] lr: 3.750e-03, eta: 1 day, 19:40:00, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8771, loss: 1.8771, grad_norm: 7.1880 2020-08-16 02:28:55,065 - mmaction - INFO - Epoch [17][2280/2505] lr: 3.750e-03, eta: 1 day, 19:39:42, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7943, loss_cls: 1.8438, loss: 1.8438, grad_norm: 7.0570 2020-08-16 02:29:10,015 - mmaction - INFO - Epoch [17][2300/2505] lr: 3.750e-03, eta: 1 day, 19:39:27, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8847, loss: 1.8847, grad_norm: 7.2095 2020-08-16 02:29:25,141 - mmaction - INFO - Epoch [17][2320/2505] lr: 3.750e-03, eta: 1 day, 19:39:12, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9278, loss: 1.9278, grad_norm: 7.3627 2020-08-16 02:29:40,674 - mmaction - INFO - Epoch [17][2340/2505] lr: 3.750e-03, eta: 1 day, 19:38:59, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7786, loss_cls: 1.9033, loss: 1.9033, grad_norm: 7.2986 2020-08-16 02:29:54,678 - mmaction - INFO - Epoch [17][2360/2505] lr: 3.750e-03, eta: 1 day, 19:38:38, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7891, loss_cls: 1.9161, loss: 1.9161, grad_norm: 7.3195 2020-08-16 02:30:09,471 - mmaction - INFO - Epoch [17][2380/2505] lr: 3.750e-03, eta: 1 day, 19:38:21, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7818, loss_cls: 1.8901, loss: 1.8901, grad_norm: 7.2735 2020-08-16 02:30:23,719 - mmaction - INFO - Epoch [17][2400/2505] lr: 3.750e-03, eta: 1 day, 19:38:02, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7771, loss_cls: 1.8706, loss: 1.8706, grad_norm: 7.0883 2020-08-16 02:30:39,126 - mmaction - INFO - Epoch [17][2420/2505] lr: 3.750e-03, eta: 1 day, 19:37:48, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.8571, loss: 1.8571, grad_norm: 7.0455 2020-08-16 02:30:53,409 - mmaction - INFO - Epoch [17][2440/2505] lr: 3.750e-03, eta: 1 day, 19:37:30, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7792, loss_cls: 1.8712, loss: 1.8712, grad_norm: 7.0158 2020-08-16 02:31:08,485 - mmaction - INFO - Epoch [17][2460/2505] lr: 3.750e-03, eta: 1 day, 19:37:14, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5255, top5_acc: 0.7599, loss_cls: 2.0377, loss: 2.0377, grad_norm: 7.4922 2020-08-16 02:31:23,755 - mmaction - INFO - Epoch [17][2480/2505] lr: 3.750e-03, eta: 1 day, 19:37:00, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7786, loss_cls: 1.9329, loss: 1.9329, grad_norm: 7.3756 2020-08-16 02:31:39,106 - mmaction - INFO - Epoch [17][2500/2505] lr: 3.750e-03, eta: 1 day, 19:36:46, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7833, loss_cls: 1.8600, loss: 1.8600, grad_norm: 6.9273 2020-08-16 02:31:42,530 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-08-16 02:32:03,128 - mmaction - INFO - Epoch [18][20/2505] lr: 3.750e-03, eta: 1 day, 19:36:34, time: 1.010, data_time: 0.395, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8068, loss_cls: 1.7762, loss: 1.7762, grad_norm: 7.0084 2020-08-16 02:32:16,304 - mmaction - INFO - Epoch [18][40/2505] lr: 3.750e-03, eta: 1 day, 19:36:09, time: 0.661, data_time: 0.004, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7969, loss_cls: 1.8434, loss: 1.8434, grad_norm: 7.2315 2020-08-16 02:32:30,290 - mmaction - INFO - Epoch [18][60/2505] lr: 3.750e-03, eta: 1 day, 19:35:48, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7896, loss_cls: 1.8557, loss: 1.8557, grad_norm: 7.0700 2020-08-16 02:32:44,663 - mmaction - INFO - Epoch [18][80/2505] lr: 3.750e-03, eta: 1 day, 19:35:30, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7927, loss_cls: 1.8924, loss: 1.8924, grad_norm: 7.1260 2020-08-16 02:32:59,612 - mmaction - INFO - Epoch [18][100/2505] lr: 3.750e-03, eta: 1 day, 19:35:14, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7833, loss_cls: 1.8569, loss: 1.8569, grad_norm: 7.1326 2020-08-16 02:33:14,165 - mmaction - INFO - Epoch [18][120/2505] lr: 3.750e-03, eta: 1 day, 19:34:57, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7896, loss_cls: 1.8922, loss: 1.8922, grad_norm: 7.3074 2020-08-16 02:33:29,114 - mmaction - INFO - Epoch [18][140/2505] lr: 3.750e-03, eta: 1 day, 19:34:40, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7880, loss_cls: 1.8715, loss: 1.8715, grad_norm: 7.2211 2020-08-16 02:33:44,097 - mmaction - INFO - Epoch [18][160/2505] lr: 3.750e-03, eta: 1 day, 19:34:25, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7896, loss_cls: 1.8463, loss: 1.8463, grad_norm: 7.2219 2020-08-16 02:33:58,556 - mmaction - INFO - Epoch [18][180/2505] lr: 3.750e-03, eta: 1 day, 19:34:07, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7865, loss_cls: 1.8429, loss: 1.8429, grad_norm: 7.0217 2020-08-16 02:34:13,639 - mmaction - INFO - Epoch [18][200/2505] lr: 3.750e-03, eta: 1 day, 19:33:51, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7984, loss_cls: 1.8110, loss: 1.8110, grad_norm: 7.0191 2020-08-16 02:34:28,268 - mmaction - INFO - Epoch [18][220/2505] lr: 3.750e-03, eta: 1 day, 19:33:34, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7906, loss_cls: 1.8490, loss: 1.8490, grad_norm: 7.1930 2020-08-16 02:34:42,721 - mmaction - INFO - Epoch [18][240/2505] lr: 3.750e-03, eta: 1 day, 19:33:16, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7885, loss_cls: 1.8590, loss: 1.8590, grad_norm: 7.2366 2020-08-16 02:34:57,255 - mmaction - INFO - Epoch [18][260/2505] lr: 3.750e-03, eta: 1 day, 19:32:58, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7818, loss_cls: 1.8483, loss: 1.8483, grad_norm: 7.3101 2020-08-16 02:35:13,231 - mmaction - INFO - Epoch [18][280/2505] lr: 3.750e-03, eta: 1 day, 19:32:47, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.5620, top5_acc: 0.8073, loss_cls: 1.8063, loss: 1.8063, grad_norm: 7.2531 2020-08-16 02:35:27,395 - mmaction - INFO - Epoch [18][300/2505] lr: 3.750e-03, eta: 1 day, 19:32:28, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7906, loss_cls: 1.8297, loss: 1.8297, grad_norm: 7.3093 2020-08-16 02:35:42,919 - mmaction - INFO - Epoch [18][320/2505] lr: 3.750e-03, eta: 1 day, 19:32:14, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7932, loss_cls: 1.8578, loss: 1.8578, grad_norm: 7.2469 2020-08-16 02:35:58,369 - mmaction - INFO - Epoch [18][340/2505] lr: 3.750e-03, eta: 1 day, 19:32:01, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8810, loss: 1.8810, grad_norm: 7.0766 2020-08-16 02:36:12,016 - mmaction - INFO - Epoch [18][360/2505] lr: 3.750e-03, eta: 1 day, 19:31:39, time: 0.681, data_time: 0.004, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7708, loss_cls: 1.9507, loss: 1.9507, grad_norm: 7.3541 2020-08-16 02:36:26,508 - mmaction - INFO - Epoch [18][380/2505] lr: 3.750e-03, eta: 1 day, 19:31:21, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7870, loss_cls: 1.8682, loss: 1.8682, grad_norm: 7.2116 2020-08-16 02:36:40,996 - mmaction - INFO - Epoch [18][400/2505] lr: 3.750e-03, eta: 1 day, 19:31:03, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7927, loss_cls: 1.7930, loss: 1.7930, grad_norm: 6.9270 2020-08-16 02:36:56,141 - mmaction - INFO - Epoch [18][420/2505] lr: 3.750e-03, eta: 1 day, 19:30:48, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7854, loss_cls: 1.8875, loss: 1.8875, grad_norm: 7.1398 2020-08-16 02:37:11,416 - mmaction - INFO - Epoch [18][440/2505] lr: 3.750e-03, eta: 1 day, 19:30:34, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7766, loss_cls: 1.9248, loss: 1.9248, grad_norm: 7.1961 2020-08-16 02:37:26,185 - mmaction - INFO - Epoch [18][460/2505] lr: 3.750e-03, eta: 1 day, 19:30:17, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7854, loss_cls: 1.8789, loss: 1.8789, grad_norm: 7.0992 2020-08-16 02:37:41,064 - mmaction - INFO - Epoch [18][480/2505] lr: 3.750e-03, eta: 1 day, 19:30:01, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.8021, loss_cls: 1.8294, loss: 1.8294, grad_norm: 7.1571 2020-08-16 02:37:55,285 - mmaction - INFO - Epoch [18][500/2505] lr: 3.750e-03, eta: 1 day, 19:29:41, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7917, loss_cls: 1.8907, loss: 1.8907, grad_norm: 7.2301 2020-08-16 02:38:10,437 - mmaction - INFO - Epoch [18][520/2505] lr: 3.750e-03, eta: 1 day, 19:29:27, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8000, loss_cls: 1.7907, loss: 1.7907, grad_norm: 6.9655 2020-08-16 02:38:25,195 - mmaction - INFO - Epoch [18][540/2505] lr: 3.750e-03, eta: 1 day, 19:29:10, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7771, loss_cls: 1.9032, loss: 1.9032, grad_norm: 7.1543 2020-08-16 02:38:39,642 - mmaction - INFO - Epoch [18][560/2505] lr: 3.750e-03, eta: 1 day, 19:28:52, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.5927, top5_acc: 0.7964, loss_cls: 1.7853, loss: 1.7853, grad_norm: 7.0754 2020-08-16 02:38:54,211 - mmaction - INFO - Epoch [18][580/2505] lr: 3.750e-03, eta: 1 day, 19:28:34, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7833, loss_cls: 1.8704, loss: 1.8704, grad_norm: 7.1083 2020-08-16 02:39:08,790 - mmaction - INFO - Epoch [18][600/2505] lr: 3.750e-03, eta: 1 day, 19:28:16, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8829, loss: 1.8829, grad_norm: 7.1857 2020-08-16 02:39:24,222 - mmaction - INFO - Epoch [18][620/2505] lr: 3.750e-03, eta: 1 day, 19:28:03, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7885, loss_cls: 1.9071, loss: 1.9071, grad_norm: 7.1074 2020-08-16 02:39:39,365 - mmaction - INFO - Epoch [18][640/2505] lr: 3.750e-03, eta: 1 day, 19:27:48, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8036, loss_cls: 1.7658, loss: 1.7658, grad_norm: 7.1090 2020-08-16 02:39:53,271 - mmaction - INFO - Epoch [18][660/2505] lr: 3.750e-03, eta: 1 day, 19:27:27, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.9217, loss: 1.9217, grad_norm: 7.2972 2020-08-16 02:40:08,170 - mmaction - INFO - Epoch [18][680/2505] lr: 3.750e-03, eta: 1 day, 19:27:11, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7948, loss_cls: 1.7833, loss: 1.7833, grad_norm: 7.0125 2020-08-16 02:40:22,685 - mmaction - INFO - Epoch [18][700/2505] lr: 3.750e-03, eta: 1 day, 19:26:54, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7938, loss_cls: 1.8649, loss: 1.8649, grad_norm: 7.3254 2020-08-16 02:40:37,180 - mmaction - INFO - Epoch [18][720/2505] lr: 3.750e-03, eta: 1 day, 19:26:35, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8619, loss: 1.8619, grad_norm: 7.0028 2020-08-16 02:40:53,815 - mmaction - INFO - Epoch [18][740/2505] lr: 3.750e-03, eta: 1 day, 19:26:28, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7755, loss_cls: 1.9579, loss: 1.9579, grad_norm: 7.4764 2020-08-16 02:41:08,007 - mmaction - INFO - Epoch [18][760/2505] lr: 3.750e-03, eta: 1 day, 19:26:08, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7958, loss_cls: 1.8320, loss: 1.8320, grad_norm: 7.4008 2020-08-16 02:41:22,241 - mmaction - INFO - Epoch [18][780/2505] lr: 3.750e-03, eta: 1 day, 19:25:49, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7839, loss_cls: 1.8297, loss: 1.8297, grad_norm: 7.2182 2020-08-16 02:41:36,804 - mmaction - INFO - Epoch [18][800/2505] lr: 3.750e-03, eta: 1 day, 19:25:31, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.8613, loss: 1.8613, grad_norm: 7.3478 2020-08-16 02:41:51,727 - mmaction - INFO - Epoch [18][820/2505] lr: 3.750e-03, eta: 1 day, 19:25:16, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8005, loss_cls: 1.8528, loss: 1.8528, grad_norm: 7.2944 2020-08-16 02:42:06,714 - mmaction - INFO - Epoch [18][840/2505] lr: 3.750e-03, eta: 1 day, 19:25:00, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7885, loss_cls: 1.8203, loss: 1.8203, grad_norm: 6.9814 2020-08-16 02:42:22,060 - mmaction - INFO - Epoch [18][860/2505] lr: 3.750e-03, eta: 1 day, 19:24:46, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7891, loss_cls: 1.8942, loss: 1.8942, grad_norm: 7.2594 2020-08-16 02:42:37,744 - mmaction - INFO - Epoch [18][880/2505] lr: 3.750e-03, eta: 1 day, 19:24:34, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7781, loss_cls: 1.8950, loss: 1.8950, grad_norm: 7.4106 2020-08-16 02:42:51,491 - mmaction - INFO - Epoch [18][900/2505] lr: 3.750e-03, eta: 1 day, 19:24:12, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7667, loss_cls: 1.9294, loss: 1.9294, grad_norm: 7.1987 2020-08-16 02:43:06,008 - mmaction - INFO - Epoch [18][920/2505] lr: 3.750e-03, eta: 1 day, 19:23:54, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.7964, loss_cls: 1.7595, loss: 1.7595, grad_norm: 6.9349 2020-08-16 02:43:21,376 - mmaction - INFO - Epoch [18][940/2505] lr: 3.750e-03, eta: 1 day, 19:23:41, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8057, loss_cls: 1.7996, loss: 1.7996, grad_norm: 7.1886 2020-08-16 02:43:37,063 - mmaction - INFO - Epoch [18][960/2505] lr: 3.750e-03, eta: 1 day, 19:23:28, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.8000, loss_cls: 1.8505, loss: 1.8505, grad_norm: 7.2578 2020-08-16 02:43:50,867 - mmaction - INFO - Epoch [18][980/2505] lr: 3.750e-03, eta: 1 day, 19:23:07, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7891, loss_cls: 1.8640, loss: 1.8640, grad_norm: 7.2547 2020-08-16 02:44:05,557 - mmaction - INFO - Epoch [18][1000/2505] lr: 3.750e-03, eta: 1 day, 19:22:50, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7911, loss_cls: 1.8667, loss: 1.8667, grad_norm: 7.3813 2020-08-16 02:44:20,551 - mmaction - INFO - Epoch [18][1020/2505] lr: 3.750e-03, eta: 1 day, 19:22:34, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7771, loss_cls: 1.8810, loss: 1.8810, grad_norm: 7.2934 2020-08-16 02:44:35,804 - mmaction - INFO - Epoch [18][1040/2505] lr: 3.750e-03, eta: 1 day, 19:22:20, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7896, loss_cls: 1.8636, loss: 1.8636, grad_norm: 7.0771 2020-08-16 02:44:49,899 - mmaction - INFO - Epoch [18][1060/2505] lr: 3.750e-03, eta: 1 day, 19:22:00, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8031, loss_cls: 1.8045, loss: 1.8045, grad_norm: 7.1560 2020-08-16 02:45:04,566 - mmaction - INFO - Epoch [18][1080/2505] lr: 3.750e-03, eta: 1 day, 19:21:43, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.8000, loss_cls: 1.8644, loss: 1.8644, grad_norm: 7.2000 2020-08-16 02:45:20,050 - mmaction - INFO - Epoch [18][1100/2505] lr: 3.750e-03, eta: 1 day, 19:21:30, time: 0.773, data_time: 0.003, memory: 8343, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.8044, loss: 1.8044, grad_norm: 7.1174 2020-08-16 02:45:34,854 - mmaction - INFO - Epoch [18][1120/2505] lr: 3.750e-03, eta: 1 day, 19:21:13, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9487, loss: 1.9487, grad_norm: 7.3658 2020-08-16 02:45:49,407 - mmaction - INFO - Epoch [18][1140/2505] lr: 3.750e-03, eta: 1 day, 19:20:56, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7844, loss_cls: 1.8815, loss: 1.8815, grad_norm: 7.4054 2020-08-16 02:46:03,857 - mmaction - INFO - Epoch [18][1160/2505] lr: 3.750e-03, eta: 1 day, 19:20:38, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8104, loss: 1.8104, grad_norm: 7.0428 2020-08-16 02:46:18,840 - mmaction - INFO - Epoch [18][1180/2505] lr: 3.750e-03, eta: 1 day, 19:20:22, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7911, loss_cls: 1.8817, loss: 1.8817, grad_norm: 7.0996 2020-08-16 02:46:33,401 - mmaction - INFO - Epoch [18][1200/2505] lr: 3.750e-03, eta: 1 day, 19:20:04, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7786, loss_cls: 1.8786, loss: 1.8786, grad_norm: 7.1091 2020-08-16 02:46:48,326 - mmaction - INFO - Epoch [18][1220/2505] lr: 3.750e-03, eta: 1 day, 19:19:49, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7885, loss_cls: 1.8067, loss: 1.8067, grad_norm: 7.0496 2020-08-16 02:47:03,066 - mmaction - INFO - Epoch [18][1240/2505] lr: 3.750e-03, eta: 1 day, 19:19:31, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7880, loss_cls: 1.8508, loss: 1.8508, grad_norm: 7.1576 2020-08-16 02:47:17,534 - mmaction - INFO - Epoch [18][1260/2505] lr: 3.750e-03, eta: 1 day, 19:19:14, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7646, loss_cls: 1.9392, loss: 1.9392, grad_norm: 7.3714 2020-08-16 02:47:33,176 - mmaction - INFO - Epoch [18][1280/2505] lr: 3.750e-03, eta: 1 day, 19:19:01, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7927, loss_cls: 1.8222, loss: 1.8222, grad_norm: 7.1889 2020-08-16 02:47:48,084 - mmaction - INFO - Epoch [18][1300/2505] lr: 3.750e-03, eta: 1 day, 19:18:45, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7896, loss_cls: 1.8270, loss: 1.8270, grad_norm: 7.1406 2020-08-16 02:48:02,560 - mmaction - INFO - Epoch [18][1320/2505] lr: 3.750e-03, eta: 1 day, 19:18:27, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7807, loss_cls: 1.9174, loss: 1.9174, grad_norm: 7.1814 2020-08-16 02:48:17,412 - mmaction - INFO - Epoch [18][1340/2505] lr: 3.750e-03, eta: 1 day, 19:18:11, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5411, top5_acc: 0.7682, loss_cls: 1.9855, loss: 1.9855, grad_norm: 7.4182 2020-08-16 02:48:31,786 - mmaction - INFO - Epoch [18][1360/2505] lr: 3.750e-03, eta: 1 day, 19:17:53, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7771, loss_cls: 1.8934, loss: 1.8934, grad_norm: 7.1149 2020-08-16 02:48:46,757 - mmaction - INFO - Epoch [18][1380/2505] lr: 3.750e-03, eta: 1 day, 19:17:37, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.8739, loss: 1.8739, grad_norm: 7.3170 2020-08-16 02:49:02,430 - mmaction - INFO - Epoch [18][1400/2505] lr: 3.750e-03, eta: 1 day, 19:17:24, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7891, loss_cls: 1.8508, loss: 1.8508, grad_norm: 7.2887 2020-08-16 02:49:17,770 - mmaction - INFO - Epoch [18][1420/2505] lr: 3.750e-03, eta: 1 day, 19:17:10, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7771, loss_cls: 1.8558, loss: 1.8558, grad_norm: 7.0718 2020-08-16 02:49:31,818 - mmaction - INFO - Epoch [18][1440/2505] lr: 3.750e-03, eta: 1 day, 19:16:51, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7958, loss_cls: 1.8298, loss: 1.8298, grad_norm: 7.1831 2020-08-16 02:49:46,612 - mmaction - INFO - Epoch [18][1460/2505] lr: 3.750e-03, eta: 1 day, 19:16:34, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.8005, loss_cls: 1.8398, loss: 1.8398, grad_norm: 7.3236 2020-08-16 02:50:01,608 - mmaction - INFO - Epoch [18][1480/2505] lr: 3.750e-03, eta: 1 day, 19:16:18, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.9585, loss: 1.9585, grad_norm: 7.4865 2020-08-16 02:50:16,444 - mmaction - INFO - Epoch [18][1500/2505] lr: 3.750e-03, eta: 1 day, 19:16:02, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7958, loss_cls: 1.8605, loss: 1.8605, grad_norm: 7.1954 2020-08-16 02:50:30,774 - mmaction - INFO - Epoch [18][1520/2505] lr: 3.750e-03, eta: 1 day, 19:15:44, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7839, loss_cls: 1.8807, loss: 1.8807, grad_norm: 6.9987 2020-08-16 02:50:45,578 - mmaction - INFO - Epoch [18][1540/2505] lr: 3.750e-03, eta: 1 day, 19:15:27, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7766, loss_cls: 1.8951, loss: 1.8951, grad_norm: 7.1612 2020-08-16 02:51:00,118 - mmaction - INFO - Epoch [18][1560/2505] lr: 3.750e-03, eta: 1 day, 19:15:10, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7797, loss_cls: 1.8969, loss: 1.8969, grad_norm: 7.2538 2020-08-16 02:51:14,796 - mmaction - INFO - Epoch [18][1580/2505] lr: 3.750e-03, eta: 1 day, 19:14:52, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8010, loss_cls: 1.8103, loss: 1.8103, grad_norm: 6.9112 2020-08-16 02:51:29,530 - mmaction - INFO - Epoch [18][1600/2505] lr: 3.750e-03, eta: 1 day, 19:14:36, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7927, loss_cls: 1.8154, loss: 1.8154, grad_norm: 7.1046 2020-08-16 02:51:44,102 - mmaction - INFO - Epoch [18][1620/2505] lr: 3.750e-03, eta: 1 day, 19:14:18, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7844, loss_cls: 1.8832, loss: 1.8832, grad_norm: 7.1688 2020-08-16 02:51:58,910 - mmaction - INFO - Epoch [18][1640/2505] lr: 3.750e-03, eta: 1 day, 19:14:02, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5688, top5_acc: 0.7906, loss_cls: 1.8526, loss: 1.8526, grad_norm: 7.0057 2020-08-16 02:52:13,663 - mmaction - INFO - Epoch [18][1660/2505] lr: 3.750e-03, eta: 1 day, 19:13:45, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7870, loss_cls: 1.8492, loss: 1.8492, grad_norm: 7.1763 2020-08-16 02:52:28,217 - mmaction - INFO - Epoch [18][1680/2505] lr: 3.750e-03, eta: 1 day, 19:13:28, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7885, loss_cls: 1.8709, loss: 1.8709, grad_norm: 7.2709 2020-08-16 02:52:43,539 - mmaction - INFO - Epoch [18][1700/2505] lr: 3.750e-03, eta: 1 day, 19:13:13, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7807, loss_cls: 1.8640, loss: 1.8640, grad_norm: 7.0755 2020-08-16 02:52:58,010 - mmaction - INFO - Epoch [18][1720/2505] lr: 3.750e-03, eta: 1 day, 19:12:56, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7797, loss_cls: 1.9000, loss: 1.9000, grad_norm: 7.1323 2020-08-16 02:53:13,399 - mmaction - INFO - Epoch [18][1740/2505] lr: 3.750e-03, eta: 1 day, 19:12:42, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7953, loss_cls: 1.8694, loss: 1.8694, grad_norm: 7.1716 2020-08-16 02:53:28,340 - mmaction - INFO - Epoch [18][1760/2505] lr: 3.750e-03, eta: 1 day, 19:12:26, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7760, loss_cls: 1.9189, loss: 1.9189, grad_norm: 7.2783 2020-08-16 02:53:43,498 - mmaction - INFO - Epoch [18][1780/2505] lr: 3.750e-03, eta: 1 day, 19:12:11, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7958, loss_cls: 1.8127, loss: 1.8127, grad_norm: 6.9852 2020-08-16 02:53:57,470 - mmaction - INFO - Epoch [18][1800/2505] lr: 3.750e-03, eta: 1 day, 19:11:51, time: 0.699, data_time: 0.002, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7703, loss_cls: 1.9105, loss: 1.9105, grad_norm: 7.3296 2020-08-16 02:54:13,616 - mmaction - INFO - Epoch [18][1820/2505] lr: 3.750e-03, eta: 1 day, 19:11:41, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8878, loss: 1.8878, grad_norm: 7.3677 2020-08-16 02:54:27,568 - mmaction - INFO - Epoch [18][1840/2505] lr: 3.750e-03, eta: 1 day, 19:11:20, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7865, loss_cls: 1.8864, loss: 1.8864, grad_norm: 7.2096 2020-08-16 02:54:41,933 - mmaction - INFO - Epoch [18][1860/2505] lr: 3.750e-03, eta: 1 day, 19:11:02, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5323, top5_acc: 0.7708, loss_cls: 1.9527, loss: 1.9527, grad_norm: 7.4444 2020-08-16 02:54:56,493 - mmaction - INFO - Epoch [18][1880/2505] lr: 3.750e-03, eta: 1 day, 19:10:44, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7823, loss_cls: 1.8965, loss: 1.8965, grad_norm: 7.3212 2020-08-16 02:55:12,500 - mmaction - INFO - Epoch [18][1900/2505] lr: 3.750e-03, eta: 1 day, 19:10:33, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7938, loss_cls: 1.8412, loss: 1.8412, grad_norm: 7.2111 2020-08-16 02:55:26,357 - mmaction - INFO - Epoch [18][1920/2505] lr: 3.750e-03, eta: 1 day, 19:10:13, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7906, loss_cls: 1.8506, loss: 1.8506, grad_norm: 7.0241 2020-08-16 02:55:40,974 - mmaction - INFO - Epoch [18][1940/2505] lr: 3.750e-03, eta: 1 day, 19:09:56, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8747, loss: 1.8747, grad_norm: 7.3668 2020-08-16 02:55:55,747 - mmaction - INFO - Epoch [18][1960/2505] lr: 3.750e-03, eta: 1 day, 19:09:39, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8369, loss: 1.8369, grad_norm: 7.1316 2020-08-16 02:56:11,150 - mmaction - INFO - Epoch [18][1980/2505] lr: 3.750e-03, eta: 1 day, 19:09:25, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7870, loss_cls: 1.8408, loss: 1.8408, grad_norm: 7.3024 2020-08-16 02:56:26,538 - mmaction - INFO - Epoch [18][2000/2505] lr: 3.750e-03, eta: 1 day, 19:09:12, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5427, top5_acc: 0.7807, loss_cls: 1.9322, loss: 1.9322, grad_norm: 7.4058 2020-08-16 02:56:41,822 - mmaction - INFO - Epoch [18][2020/2505] lr: 3.750e-03, eta: 1 day, 19:08:57, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7984, loss_cls: 1.8481, loss: 1.8481, grad_norm: 7.1527 2020-08-16 02:56:57,114 - mmaction - INFO - Epoch [18][2040/2505] lr: 3.750e-03, eta: 1 day, 19:08:43, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7927, loss_cls: 1.8484, loss: 1.8484, grad_norm: 7.1561 2020-08-16 02:57:11,699 - mmaction - INFO - Epoch [18][2060/2505] lr: 3.750e-03, eta: 1 day, 19:08:26, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7953, loss_cls: 1.8373, loss: 1.8373, grad_norm: 7.1666 2020-08-16 02:57:27,161 - mmaction - INFO - Epoch [18][2080/2505] lr: 3.750e-03, eta: 1 day, 19:08:13, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7880, loss_cls: 1.8760, loss: 1.8760, grad_norm: 7.2963 2020-08-16 02:57:42,658 - mmaction - INFO - Epoch [18][2100/2505] lr: 3.750e-03, eta: 1 day, 19:07:59, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7911, loss_cls: 1.8579, loss: 1.8579, grad_norm: 7.0938 2020-08-16 02:57:56,850 - mmaction - INFO - Epoch [18][2120/2505] lr: 3.750e-03, eta: 1 day, 19:07:40, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7880, loss_cls: 1.8128, loss: 1.8128, grad_norm: 7.1899 2020-08-16 02:58:12,081 - mmaction - INFO - Epoch [18][2140/2505] lr: 3.750e-03, eta: 1 day, 19:07:25, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8052, loss_cls: 1.7582, loss: 1.7582, grad_norm: 7.2108 2020-08-16 02:58:26,111 - mmaction - INFO - Epoch [18][2160/2505] lr: 3.750e-03, eta: 1 day, 19:07:06, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7849, loss_cls: 1.8983, loss: 1.8983, grad_norm: 7.2369 2020-08-16 02:58:40,598 - mmaction - INFO - Epoch [18][2180/2505] lr: 3.750e-03, eta: 1 day, 19:06:48, time: 0.721, data_time: 0.004, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7859, loss_cls: 1.8890, loss: 1.8890, grad_norm: 7.2855 2020-08-16 02:58:57,056 - mmaction - INFO - Epoch [18][2200/2505] lr: 3.750e-03, eta: 1 day, 19:06:39, time: 0.825, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7828, loss_cls: 1.8832, loss: 1.8832, grad_norm: 7.0685 2020-08-16 02:59:10,997 - mmaction - INFO - Epoch [18][2220/2505] lr: 3.750e-03, eta: 1 day, 19:06:19, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7823, loss_cls: 1.9028, loss: 1.9028, grad_norm: 7.1463 2020-08-16 02:59:25,615 - mmaction - INFO - Epoch [18][2240/2505] lr: 3.750e-03, eta: 1 day, 19:06:01, time: 0.731, data_time: 0.003, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7880, loss_cls: 1.8996, loss: 1.8996, grad_norm: 7.1498 2020-08-16 02:59:40,183 - mmaction - INFO - Epoch [18][2260/2505] lr: 3.750e-03, eta: 1 day, 19:05:44, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7729, loss_cls: 1.9494, loss: 1.9494, grad_norm: 7.3625 2020-08-16 02:59:56,127 - mmaction - INFO - Epoch [18][2280/2505] lr: 3.750e-03, eta: 1 day, 19:05:33, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7880, loss_cls: 1.8490, loss: 1.8490, grad_norm: 7.1186 2020-08-16 03:00:11,304 - mmaction - INFO - Epoch [18][2300/2505] lr: 3.750e-03, eta: 1 day, 19:05:18, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9322, loss: 1.9322, grad_norm: 7.2266 2020-08-16 03:00:25,703 - mmaction - INFO - Epoch [18][2320/2505] lr: 3.750e-03, eta: 1 day, 19:05:00, time: 0.724, data_time: 0.009, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7682, loss_cls: 1.9485, loss: 1.9485, grad_norm: 7.4292 2020-08-16 03:00:41,340 - mmaction - INFO - Epoch [18][2340/2505] lr: 3.750e-03, eta: 1 day, 19:04:47, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5854, top5_acc: 0.7927, loss_cls: 1.8168, loss: 1.8168, grad_norm: 7.1769 2020-08-16 03:00:56,009 - mmaction - INFO - Epoch [18][2360/2505] lr: 3.750e-03, eta: 1 day, 19:04:30, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.7932, loss_cls: 1.8426, loss: 1.8426, grad_norm: 7.1895 2020-08-16 03:01:11,012 - mmaction - INFO - Epoch [18][2380/2505] lr: 3.750e-03, eta: 1 day, 19:04:15, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7854, loss_cls: 1.8795, loss: 1.8795, grad_norm: 7.3203 2020-08-16 03:01:25,271 - mmaction - INFO - Epoch [18][2400/2505] lr: 3.750e-03, eta: 1 day, 19:03:56, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7750, loss_cls: 1.9561, loss: 1.9561, grad_norm: 7.3724 2020-08-16 03:01:40,398 - mmaction - INFO - Epoch [18][2420/2505] lr: 3.750e-03, eta: 1 day, 19:03:41, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7828, loss_cls: 1.8774, loss: 1.8774, grad_norm: 7.3293 2020-08-16 03:01:54,738 - mmaction - INFO - Epoch [18][2440/2505] lr: 3.750e-03, eta: 1 day, 19:03:23, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7964, loss_cls: 1.8699, loss: 1.8699, grad_norm: 7.3567 2020-08-16 03:02:09,625 - mmaction - INFO - Epoch [18][2460/2505] lr: 3.750e-03, eta: 1 day, 19:03:06, time: 0.741, data_time: 0.009, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7943, loss_cls: 1.8643, loss: 1.8643, grad_norm: 7.2445 2020-08-16 03:02:24,454 - mmaction - INFO - Epoch [18][2480/2505] lr: 3.750e-03, eta: 1 day, 19:02:50, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7760, loss_cls: 1.9675, loss: 1.9675, grad_norm: 7.6162 2020-08-16 03:02:39,958 - mmaction - INFO - Epoch [18][2500/2505] lr: 3.750e-03, eta: 1 day, 19:02:37, time: 0.776, data_time: 0.003, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7807, loss_cls: 1.9000, loss: 1.9000, grad_norm: 7.4416 2020-08-16 03:02:43,704 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-08-16 03:03:07,344 - mmaction - INFO - Epoch [19][20/2505] lr: 3.750e-03, eta: 1 day, 19:02:37, time: 1.150, data_time: 0.523, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8094, loss_cls: 1.7938, loss: 1.7938, grad_norm: 6.9105 2020-08-16 03:03:20,348 - mmaction - INFO - Epoch [19][40/2505] lr: 3.750e-03, eta: 1 day, 19:02:13, time: 0.653, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7943, loss_cls: 1.8651, loss: 1.8651, grad_norm: 7.1716 2020-08-16 03:03:35,326 - mmaction - INFO - Epoch [19][60/2505] lr: 3.750e-03, eta: 1 day, 19:01:57, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7906, loss_cls: 1.8040, loss: 1.8040, grad_norm: 6.8650 2020-08-16 03:03:49,334 - mmaction - INFO - Epoch [19][80/2505] lr: 3.750e-03, eta: 1 day, 19:01:37, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7974, loss_cls: 1.8043, loss: 1.8043, grad_norm: 6.8754 2020-08-16 03:04:03,890 - mmaction - INFO - Epoch [19][100/2505] lr: 3.750e-03, eta: 1 day, 19:01:20, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8146, loss_cls: 1.7699, loss: 1.7699, grad_norm: 7.0699 2020-08-16 03:04:18,345 - mmaction - INFO - Epoch [19][120/2505] lr: 3.750e-03, eta: 1 day, 19:01:02, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7974, loss_cls: 1.8366, loss: 1.8366, grad_norm: 7.2597 2020-08-16 03:04:33,268 - mmaction - INFO - Epoch [19][140/2505] lr: 3.750e-03, eta: 1 day, 19:00:45, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.5745, top5_acc: 0.7974, loss_cls: 1.8402, loss: 1.8402, grad_norm: 7.1716 2020-08-16 03:04:48,835 - mmaction - INFO - Epoch [19][160/2505] lr: 3.750e-03, eta: 1 day, 19:00:33, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.5458, top5_acc: 0.7885, loss_cls: 1.8885, loss: 1.8885, grad_norm: 7.3167 2020-08-16 03:05:04,155 - mmaction - INFO - Epoch [19][180/2505] lr: 3.750e-03, eta: 1 day, 19:00:19, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5464, top5_acc: 0.7766, loss_cls: 1.8918, loss: 1.8918, grad_norm: 7.3041 2020-08-16 03:05:18,966 - mmaction - INFO - Epoch [19][200/2505] lr: 3.750e-03, eta: 1 day, 19:00:03, time: 0.742, data_time: 0.003, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7974, loss_cls: 1.8434, loss: 1.8434, grad_norm: 7.2804 2020-08-16 03:05:33,679 - mmaction - INFO - Epoch [19][220/2505] lr: 3.750e-03, eta: 1 day, 18:59:45, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7698, loss_cls: 1.9265, loss: 1.9265, grad_norm: 7.4302 2020-08-16 03:05:47,610 - mmaction - INFO - Epoch [19][240/2505] lr: 3.750e-03, eta: 1 day, 18:59:25, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9408, loss: 1.9408, grad_norm: 7.4320 2020-08-16 03:06:03,401 - mmaction - INFO - Epoch [19][260/2505] lr: 3.750e-03, eta: 1 day, 18:59:13, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8026, loss_cls: 1.8288, loss: 1.8288, grad_norm: 7.0163 2020-08-16 03:06:17,750 - mmaction - INFO - Epoch [19][280/2505] lr: 3.750e-03, eta: 1 day, 18:58:55, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.5734, top5_acc: 0.8115, loss_cls: 1.7936, loss: 1.7936, grad_norm: 7.2828 2020-08-16 03:06:32,059 - mmaction - INFO - Epoch [19][300/2505] lr: 3.750e-03, eta: 1 day, 18:58:36, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7943, loss_cls: 1.8368, loss: 1.8368, grad_norm: 7.0454 2020-08-16 03:06:47,629 - mmaction - INFO - Epoch [19][320/2505] lr: 3.750e-03, eta: 1 day, 18:58:23, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8068, loss_cls: 1.7641, loss: 1.7641, grad_norm: 6.9121 2020-08-16 03:07:02,019 - mmaction - INFO - Epoch [19][340/2505] lr: 3.750e-03, eta: 1 day, 18:58:05, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7807, loss_cls: 1.8864, loss: 1.8864, grad_norm: 7.3144 2020-08-16 03:07:16,751 - mmaction - INFO - Epoch [19][360/2505] lr: 3.750e-03, eta: 1 day, 18:57:49, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7818, loss_cls: 1.8718, loss: 1.8718, grad_norm: 7.1870 2020-08-16 03:07:32,205 - mmaction - INFO - Epoch [19][380/2505] lr: 3.750e-03, eta: 1 day, 18:57:35, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7865, loss_cls: 1.8651, loss: 1.8651, grad_norm: 7.2651 2020-08-16 03:07:46,554 - mmaction - INFO - Epoch [19][400/2505] lr: 3.750e-03, eta: 1 day, 18:57:17, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7802, loss_cls: 1.8899, loss: 1.8899, grad_norm: 7.4030 2020-08-16 03:08:01,866 - mmaction - INFO - Epoch [19][420/2505] lr: 3.750e-03, eta: 1 day, 18:57:03, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8057, loss_cls: 1.7752, loss: 1.7752, grad_norm: 7.0573 2020-08-16 03:08:16,901 - mmaction - INFO - Epoch [19][440/2505] lr: 3.750e-03, eta: 1 day, 18:56:47, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7927, loss_cls: 1.8423, loss: 1.8423, grad_norm: 7.2866 2020-08-16 03:08:31,873 - mmaction - INFO - Epoch [19][460/2505] lr: 3.750e-03, eta: 1 day, 18:56:32, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7854, loss_cls: 1.8844, loss: 1.8844, grad_norm: 7.2768 2020-08-16 03:08:45,864 - mmaction - INFO - Epoch [19][480/2505] lr: 3.750e-03, eta: 1 day, 18:56:12, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7680, loss: 1.7680, grad_norm: 6.9794 2020-08-16 03:09:00,340 - mmaction - INFO - Epoch [19][500/2505] lr: 3.750e-03, eta: 1 day, 18:55:54, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7901, loss_cls: 1.8636, loss: 1.8636, grad_norm: 7.4040 2020-08-16 03:09:15,712 - mmaction - INFO - Epoch [19][520/2505] lr: 3.750e-03, eta: 1 day, 18:55:40, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7984, loss_cls: 1.8136, loss: 1.8136, grad_norm: 7.0720 2020-08-16 03:09:31,443 - mmaction - INFO - Epoch [19][540/2505] lr: 3.750e-03, eta: 1 day, 18:55:28, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7813, loss_cls: 1.8958, loss: 1.8958, grad_norm: 7.1889 2020-08-16 03:09:45,400 - mmaction - INFO - Epoch [19][560/2505] lr: 3.750e-03, eta: 1 day, 18:55:08, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7755, loss_cls: 1.8827, loss: 1.8827, grad_norm: 7.2829 2020-08-16 03:10:00,190 - mmaction - INFO - Epoch [19][580/2505] lr: 3.750e-03, eta: 1 day, 18:54:51, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7885, loss_cls: 1.8543, loss: 1.8543, grad_norm: 7.2085 2020-08-16 03:10:14,509 - mmaction - INFO - Epoch [19][600/2505] lr: 3.750e-03, eta: 1 day, 18:54:33, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8078, loss_cls: 1.7992, loss: 1.7992, grad_norm: 7.1544 2020-08-16 03:10:29,249 - mmaction - INFO - Epoch [19][620/2505] lr: 3.750e-03, eta: 1 day, 18:54:16, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9247, loss: 1.9247, grad_norm: 7.3252 2020-08-16 03:10:44,139 - mmaction - INFO - Epoch [19][640/2505] lr: 3.750e-03, eta: 1 day, 18:54:00, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7911, loss_cls: 1.8095, loss: 1.8095, grad_norm: 7.2048 2020-08-16 03:10:58,934 - mmaction - INFO - Epoch [19][660/2505] lr: 3.750e-03, eta: 1 day, 18:53:44, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7849, loss_cls: 1.8747, loss: 1.8747, grad_norm: 7.2298 2020-08-16 03:11:13,237 - mmaction - INFO - Epoch [19][680/2505] lr: 3.750e-03, eta: 1 day, 18:53:25, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.7958, loss: 1.7958, grad_norm: 7.0713 2020-08-16 03:11:27,804 - mmaction - INFO - Epoch [19][700/2505] lr: 3.750e-03, eta: 1 day, 18:53:08, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8057, loss_cls: 1.7429, loss: 1.7429, grad_norm: 6.9494 2020-08-16 03:11:43,186 - mmaction - INFO - Epoch [19][720/2505] lr: 3.750e-03, eta: 1 day, 18:52:54, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7865, loss_cls: 1.8747, loss: 1.8747, grad_norm: 7.3095 2020-08-16 03:11:57,892 - mmaction - INFO - Epoch [19][740/2505] lr: 3.750e-03, eta: 1 day, 18:52:37, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8021, loss_cls: 1.8107, loss: 1.8107, grad_norm: 7.2715 2020-08-16 03:12:12,547 - mmaction - INFO - Epoch [19][760/2505] lr: 3.750e-03, eta: 1 day, 18:52:20, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7891, loss_cls: 1.8881, loss: 1.8881, grad_norm: 7.4002 2020-08-16 03:12:26,939 - mmaction - INFO - Epoch [19][780/2505] lr: 3.750e-03, eta: 1 day, 18:52:02, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7797, loss_cls: 1.8875, loss: 1.8875, grad_norm: 7.3027 2020-08-16 03:12:41,516 - mmaction - INFO - Epoch [19][800/2505] lr: 3.750e-03, eta: 1 day, 18:51:45, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7807, loss_cls: 1.8595, loss: 1.8595, grad_norm: 7.3648 2020-08-16 03:12:56,693 - mmaction - INFO - Epoch [19][820/2505] lr: 3.750e-03, eta: 1 day, 18:51:30, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8420, loss: 1.8420, grad_norm: 7.2536 2020-08-16 03:13:11,128 - mmaction - INFO - Epoch [19][840/2505] lr: 3.750e-03, eta: 1 day, 18:51:12, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7927, loss_cls: 1.8668, loss: 1.8668, grad_norm: 7.2867 2020-08-16 03:13:25,876 - mmaction - INFO - Epoch [19][860/2505] lr: 3.750e-03, eta: 1 day, 18:50:56, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8021, loss_cls: 1.7704, loss: 1.7704, grad_norm: 7.0154 2020-08-16 03:13:40,503 - mmaction - INFO - Epoch [19][880/2505] lr: 3.750e-03, eta: 1 day, 18:50:39, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7979, loss_cls: 1.8488, loss: 1.8488, grad_norm: 7.2192 2020-08-16 03:13:55,174 - mmaction - INFO - Epoch [19][900/2505] lr: 3.750e-03, eta: 1 day, 18:50:22, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7849, loss_cls: 1.8601, loss: 1.8601, grad_norm: 7.4146 2020-08-16 03:14:11,300 - mmaction - INFO - Epoch [19][920/2505] lr: 3.750e-03, eta: 1 day, 18:50:11, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7990, loss_cls: 1.8127, loss: 1.8127, grad_norm: 7.2109 2020-08-16 03:14:25,298 - mmaction - INFO - Epoch [19][940/2505] lr: 3.750e-03, eta: 1 day, 18:49:51, time: 0.698, data_time: 0.004, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7932, loss_cls: 1.8872, loss: 1.8872, grad_norm: 7.3299 2020-08-16 03:14:40,324 - mmaction - INFO - Epoch [19][960/2505] lr: 3.750e-03, eta: 1 day, 18:49:36, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7839, loss_cls: 1.8979, loss: 1.8979, grad_norm: 7.2962 2020-08-16 03:14:55,326 - mmaction - INFO - Epoch [19][980/2505] lr: 3.750e-03, eta: 1 day, 18:49:20, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7953, loss_cls: 1.8132, loss: 1.8132, grad_norm: 7.0379 2020-08-16 03:15:10,524 - mmaction - INFO - Epoch [19][1000/2505] lr: 3.750e-03, eta: 1 day, 18:49:06, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 1.9410, loss: 1.9410, grad_norm: 7.3468 2020-08-16 03:15:24,782 - mmaction - INFO - Epoch [19][1020/2505] lr: 3.750e-03, eta: 1 day, 18:48:47, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7839, loss_cls: 1.8684, loss: 1.8684, grad_norm: 7.0496 2020-08-16 03:15:39,430 - mmaction - INFO - Epoch [19][1040/2505] lr: 3.750e-03, eta: 1 day, 18:48:30, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7792, loss_cls: 1.8910, loss: 1.8910, grad_norm: 7.1904 2020-08-16 03:15:54,664 - mmaction - INFO - Epoch [19][1060/2505] lr: 3.750e-03, eta: 1 day, 18:48:16, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.8078, loss_cls: 1.7989, loss: 1.7989, grad_norm: 7.0820 2020-08-16 03:16:10,085 - mmaction - INFO - Epoch [19][1080/2505] lr: 3.750e-03, eta: 1 day, 18:48:02, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7969, loss_cls: 1.7932, loss: 1.7932, grad_norm: 7.1544 2020-08-16 03:16:25,127 - mmaction - INFO - Epoch [19][1100/2505] lr: 3.750e-03, eta: 1 day, 18:47:47, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7849, loss_cls: 1.8821, loss: 1.8821, grad_norm: 7.2603 2020-08-16 03:16:39,264 - mmaction - INFO - Epoch [19][1120/2505] lr: 3.750e-03, eta: 1 day, 18:47:28, time: 0.707, data_time: 0.004, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7865, loss_cls: 1.8464, loss: 1.8464, grad_norm: 7.1532 2020-08-16 03:16:53,908 - mmaction - INFO - Epoch [19][1140/2505] lr: 3.750e-03, eta: 1 day, 18:47:10, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8063, loss_cls: 1.7584, loss: 1.7584, grad_norm: 6.9534 2020-08-16 03:17:08,950 - mmaction - INFO - Epoch [19][1160/2505] lr: 3.750e-03, eta: 1 day, 18:46:56, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7901, loss_cls: 1.9132, loss: 1.9132, grad_norm: 7.3194 2020-08-16 03:17:23,538 - mmaction - INFO - Epoch [19][1180/2505] lr: 3.750e-03, eta: 1 day, 18:46:38, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7875, loss_cls: 1.8504, loss: 1.8504, grad_norm: 7.1590 2020-08-16 03:17:38,550 - mmaction - INFO - Epoch [19][1200/2505] lr: 3.750e-03, eta: 1 day, 18:46:23, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7990, loss_cls: 1.8435, loss: 1.8435, grad_norm: 7.2300 2020-08-16 03:17:54,756 - mmaction - INFO - Epoch [19][1220/2505] lr: 3.750e-03, eta: 1 day, 18:46:13, time: 0.808, data_time: 0.004, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7818, loss_cls: 1.8232, loss: 1.8232, grad_norm: 7.1757 2020-08-16 03:18:08,689 - mmaction - INFO - Epoch [19][1240/2505] lr: 3.750e-03, eta: 1 day, 18:45:53, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8010, loss_cls: 1.7812, loss: 1.7812, grad_norm: 7.1663 2020-08-16 03:18:23,014 - mmaction - INFO - Epoch [19][1260/2505] lr: 3.750e-03, eta: 1 day, 18:45:34, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7927, loss_cls: 1.8376, loss: 1.8376, grad_norm: 7.1767 2020-08-16 03:18:37,568 - mmaction - INFO - Epoch [19][1280/2505] lr: 3.750e-03, eta: 1 day, 18:45:17, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.8022, loss: 1.8022, grad_norm: 7.0934 2020-08-16 03:18:52,547 - mmaction - INFO - Epoch [19][1300/2505] lr: 3.750e-03, eta: 1 day, 18:45:01, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.8052, loss_cls: 1.7851, loss: 1.7851, grad_norm: 6.9879 2020-08-16 03:19:07,556 - mmaction - INFO - Epoch [19][1320/2505] lr: 3.750e-03, eta: 1 day, 18:44:46, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.7958, loss_cls: 1.7857, loss: 1.7857, grad_norm: 6.9858 2020-08-16 03:19:22,757 - mmaction - INFO - Epoch [19][1340/2505] lr: 3.750e-03, eta: 1 day, 18:44:31, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8555, loss: 1.8555, grad_norm: 7.2766 2020-08-16 03:19:37,088 - mmaction - INFO - Epoch [19][1360/2505] lr: 3.750e-03, eta: 1 day, 18:44:13, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7969, loss_cls: 1.8325, loss: 1.8325, grad_norm: 7.2033 2020-08-16 03:19:52,378 - mmaction - INFO - Epoch [19][1380/2505] lr: 3.750e-03, eta: 1 day, 18:43:59, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.8031, loss_cls: 1.8069, loss: 1.8069, grad_norm: 7.0680 2020-08-16 03:20:06,543 - mmaction - INFO - Epoch [19][1400/2505] lr: 3.750e-03, eta: 1 day, 18:43:40, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7859, loss_cls: 1.8603, loss: 1.8603, grad_norm: 7.2466 2020-08-16 03:20:21,108 - mmaction - INFO - Epoch [19][1420/2505] lr: 3.750e-03, eta: 1 day, 18:43:22, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8099, loss_cls: 1.7172, loss: 1.7172, grad_norm: 7.0084 2020-08-16 03:20:36,012 - mmaction - INFO - Epoch [19][1440/2505] lr: 3.750e-03, eta: 1 day, 18:43:06, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5542, top5_acc: 0.8115, loss_cls: 1.8455, loss: 1.8455, grad_norm: 7.2763 2020-08-16 03:20:51,348 - mmaction - INFO - Epoch [19][1460/2505] lr: 3.750e-03, eta: 1 day, 18:42:52, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7964, loss_cls: 1.8084, loss: 1.8084, grad_norm: 7.2256 2020-08-16 03:21:05,750 - mmaction - INFO - Epoch [19][1480/2505] lr: 3.750e-03, eta: 1 day, 18:42:34, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7854, loss_cls: 1.8856, loss: 1.8856, grad_norm: 7.3675 2020-08-16 03:21:20,207 - mmaction - INFO - Epoch [19][1500/2505] lr: 3.750e-03, eta: 1 day, 18:42:17, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7927, loss_cls: 1.8475, loss: 1.8475, grad_norm: 7.1961 2020-08-16 03:21:35,627 - mmaction - INFO - Epoch [19][1520/2505] lr: 3.750e-03, eta: 1 day, 18:42:03, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7906, loss_cls: 1.8580, loss: 1.8580, grad_norm: 7.2060 2020-08-16 03:21:50,390 - mmaction - INFO - Epoch [19][1540/2505] lr: 3.750e-03, eta: 1 day, 18:41:47, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7839, loss_cls: 1.9069, loss: 1.9069, grad_norm: 7.2438 2020-08-16 03:22:04,931 - mmaction - INFO - Epoch [19][1560/2505] lr: 3.750e-03, eta: 1 day, 18:41:29, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7729, loss_cls: 1.9212, loss: 1.9212, grad_norm: 7.2023 2020-08-16 03:22:19,323 - mmaction - INFO - Epoch [19][1580/2505] lr: 3.750e-03, eta: 1 day, 18:41:11, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.5599, top5_acc: 0.8000, loss_cls: 1.8299, loss: 1.8299, grad_norm: 7.2731 2020-08-16 03:22:34,773 - mmaction - INFO - Epoch [19][1600/2505] lr: 3.750e-03, eta: 1 day, 18:40:58, time: 0.771, data_time: 0.002, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7870, loss_cls: 1.8635, loss: 1.8635, grad_norm: 7.2254 2020-08-16 03:22:49,276 - mmaction - INFO - Epoch [19][1620/2505] lr: 3.750e-03, eta: 1 day, 18:40:40, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7901, loss_cls: 1.8644, loss: 1.8644, grad_norm: 7.2574 2020-08-16 03:23:04,209 - mmaction - INFO - Epoch [19][1640/2505] lr: 3.750e-03, eta: 1 day, 18:40:24, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7880, loss_cls: 1.9047, loss: 1.9047, grad_norm: 7.1200 2020-08-16 03:23:18,570 - mmaction - INFO - Epoch [19][1660/2505] lr: 3.750e-03, eta: 1 day, 18:40:06, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7865, loss_cls: 1.8765, loss: 1.8765, grad_norm: 7.1961 2020-08-16 03:23:34,676 - mmaction - INFO - Epoch [19][1680/2505] lr: 3.750e-03, eta: 1 day, 18:39:55, time: 0.804, data_time: 0.007, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7849, loss_cls: 1.8673, loss: 1.8673, grad_norm: 7.0703 2020-08-16 03:23:48,582 - mmaction - INFO - Epoch [19][1700/2505] lr: 3.750e-03, eta: 1 day, 18:39:35, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7979, loss_cls: 1.8107, loss: 1.8107, grad_norm: 7.2078 2020-08-16 03:24:03,647 - mmaction - INFO - Epoch [19][1720/2505] lr: 3.750e-03, eta: 1 day, 18:39:20, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8042, loss_cls: 1.8332, loss: 1.8332, grad_norm: 7.3647 2020-08-16 03:24:18,275 - mmaction - INFO - Epoch [19][1740/2505] lr: 3.750e-03, eta: 1 day, 18:39:03, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7865, loss_cls: 1.8409, loss: 1.8409, grad_norm: 7.2098 2020-08-16 03:24:33,679 - mmaction - INFO - Epoch [19][1760/2505] lr: 3.750e-03, eta: 1 day, 18:38:49, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7885, loss_cls: 1.8680, loss: 1.8680, grad_norm: 7.2538 2020-08-16 03:24:49,003 - mmaction - INFO - Epoch [19][1780/2505] lr: 3.750e-03, eta: 1 day, 18:38:36, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7906, loss_cls: 1.8656, loss: 1.8656, grad_norm: 7.3664 2020-08-16 03:25:04,264 - mmaction - INFO - Epoch [19][1800/2505] lr: 3.750e-03, eta: 1 day, 18:38:21, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7797, loss_cls: 1.8940, loss: 1.8940, grad_norm: 7.1741 2020-08-16 03:25:18,320 - mmaction - INFO - Epoch [19][1820/2505] lr: 3.750e-03, eta: 1 day, 18:38:02, time: 0.703, data_time: 0.002, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7922, loss_cls: 1.8578, loss: 1.8578, grad_norm: 7.2427 2020-08-16 03:25:32,781 - mmaction - INFO - Epoch [19][1840/2505] lr: 3.750e-03, eta: 1 day, 18:37:44, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7797, loss_cls: 1.8431, loss: 1.8431, grad_norm: 7.0800 2020-08-16 03:25:48,165 - mmaction - INFO - Epoch [19][1860/2505] lr: 3.750e-03, eta: 1 day, 18:37:30, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7807, loss_cls: 1.9078, loss: 1.9078, grad_norm: 7.3037 2020-08-16 03:26:02,767 - mmaction - INFO - Epoch [19][1880/2505] lr: 3.750e-03, eta: 1 day, 18:37:13, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7818, loss_cls: 1.8793, loss: 1.8793, grad_norm: 7.1468 2020-08-16 03:26:18,088 - mmaction - INFO - Epoch [19][1900/2505] lr: 3.750e-03, eta: 1 day, 18:36:59, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7740, loss_cls: 1.9031, loss: 1.9031, grad_norm: 7.1338 2020-08-16 03:26:32,433 - mmaction - INFO - Epoch [19][1920/2505] lr: 3.750e-03, eta: 1 day, 18:36:41, time: 0.717, data_time: 0.008, memory: 8343, top1_acc: 0.5370, top5_acc: 0.7844, loss_cls: 1.9411, loss: 1.9411, grad_norm: 7.3415 2020-08-16 03:26:48,702 - mmaction - INFO - Epoch [19][1940/2505] lr: 3.750e-03, eta: 1 day, 18:36:31, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.9339, loss: 1.9339, grad_norm: 7.2828 2020-08-16 03:27:02,728 - mmaction - INFO - Epoch [19][1960/2505] lr: 3.750e-03, eta: 1 day, 18:36:11, time: 0.700, data_time: 0.004, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7885, loss_cls: 1.8826, loss: 1.8826, grad_norm: 7.3835 2020-08-16 03:27:17,471 - mmaction - INFO - Epoch [19][1980/2505] lr: 3.750e-03, eta: 1 day, 18:35:55, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8999, loss: 1.8999, grad_norm: 6.9997 2020-08-16 03:27:32,583 - mmaction - INFO - Epoch [19][2000/2505] lr: 3.750e-03, eta: 1 day, 18:35:40, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7885, loss_cls: 1.8751, loss: 1.8751, grad_norm: 7.2615 2020-08-16 03:27:47,842 - mmaction - INFO - Epoch [19][2020/2505] lr: 3.750e-03, eta: 1 day, 18:35:26, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7885, loss_cls: 1.9091, loss: 1.9091, grad_norm: 7.5376 2020-08-16 03:28:02,367 - mmaction - INFO - Epoch [19][2040/2505] lr: 3.750e-03, eta: 1 day, 18:35:08, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7839, loss_cls: 1.9292, loss: 1.9292, grad_norm: 7.4527 2020-08-16 03:28:17,984 - mmaction - INFO - Epoch [19][2060/2505] lr: 3.750e-03, eta: 1 day, 18:34:55, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7891, loss_cls: 1.8982, loss: 1.8982, grad_norm: 7.4879 2020-08-16 03:28:32,721 - mmaction - INFO - Epoch [19][2080/2505] lr: 3.750e-03, eta: 1 day, 18:34:39, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7844, loss_cls: 1.8841, loss: 1.8841, grad_norm: 7.3502 2020-08-16 03:28:47,690 - mmaction - INFO - Epoch [19][2100/2505] lr: 3.750e-03, eta: 1 day, 18:34:23, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.8826, loss: 1.8826, grad_norm: 7.3289 2020-08-16 03:29:03,636 - mmaction - INFO - Epoch [19][2120/2505] lr: 3.750e-03, eta: 1 day, 18:34:12, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.7964, loss_cls: 1.7916, loss: 1.7916, grad_norm: 7.1288 2020-08-16 03:29:18,249 - mmaction - INFO - Epoch [19][2140/2505] lr: 3.750e-03, eta: 1 day, 18:33:55, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7917, loss_cls: 1.8255, loss: 1.8255, grad_norm: 7.2322 2020-08-16 03:29:34,513 - mmaction - INFO - Epoch [19][2160/2505] lr: 3.750e-03, eta: 1 day, 18:33:45, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7839, loss_cls: 1.9173, loss: 1.9173, grad_norm: 7.2816 2020-08-16 03:29:48,912 - mmaction - INFO - Epoch [19][2180/2505] lr: 3.750e-03, eta: 1 day, 18:33:27, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7901, loss_cls: 1.8854, loss: 1.8854, grad_norm: 7.3151 2020-08-16 03:30:03,877 - mmaction - INFO - Epoch [19][2200/2505] lr: 3.750e-03, eta: 1 day, 18:33:11, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.8073, loss_cls: 1.8185, loss: 1.8185, grad_norm: 7.3599 2020-08-16 03:30:19,556 - mmaction - INFO - Epoch [19][2220/2505] lr: 3.750e-03, eta: 1 day, 18:32:59, time: 0.785, data_time: 0.003, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7979, loss_cls: 1.8054, loss: 1.8054, grad_norm: 6.9762 2020-08-16 03:30:34,443 - mmaction - INFO - Epoch [19][2240/2505] lr: 3.750e-03, eta: 1 day, 18:32:43, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7875, loss_cls: 1.8555, loss: 1.8555, grad_norm: 7.2194 2020-08-16 03:30:49,558 - mmaction - INFO - Epoch [19][2260/2505] lr: 3.750e-03, eta: 1 day, 18:32:28, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7844, loss_cls: 1.8724, loss: 1.8724, grad_norm: 7.0498 2020-08-16 03:31:04,655 - mmaction - INFO - Epoch [19][2280/2505] lr: 3.750e-03, eta: 1 day, 18:32:13, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5656, top5_acc: 0.8073, loss_cls: 1.7845, loss: 1.7845, grad_norm: 7.1717 2020-08-16 03:31:20,238 - mmaction - INFO - Epoch [19][2300/2505] lr: 3.750e-03, eta: 1 day, 18:32:00, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7932, loss_cls: 1.8308, loss: 1.8308, grad_norm: 7.2686 2020-08-16 03:31:35,292 - mmaction - INFO - Epoch [19][2320/2505] lr: 3.750e-03, eta: 1 day, 18:31:45, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7786, loss_cls: 1.8837, loss: 1.8837, grad_norm: 7.1520 2020-08-16 03:31:50,508 - mmaction - INFO - Epoch [19][2340/2505] lr: 3.750e-03, eta: 1 day, 18:31:30, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7833, loss_cls: 1.8584, loss: 1.8584, grad_norm: 7.2497 2020-08-16 03:32:06,550 - mmaction - INFO - Epoch [19][2360/2505] lr: 3.750e-03, eta: 1 day, 18:31:20, time: 0.802, data_time: 0.002, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7948, loss_cls: 1.8149, loss: 1.8149, grad_norm: 7.1216 2020-08-16 03:32:21,077 - mmaction - INFO - Epoch [19][2380/2505] lr: 3.750e-03, eta: 1 day, 18:31:02, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7802, loss_cls: 1.9014, loss: 1.9014, grad_norm: 7.2079 2020-08-16 03:32:36,028 - mmaction - INFO - Epoch [19][2400/2505] lr: 3.750e-03, eta: 1 day, 18:30:46, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7807, loss_cls: 1.9126, loss: 1.9126, grad_norm: 7.4199 2020-08-16 03:32:51,386 - mmaction - INFO - Epoch [19][2420/2505] lr: 3.750e-03, eta: 1 day, 18:30:33, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7755, loss_cls: 1.9069, loss: 1.9069, grad_norm: 7.2094 2020-08-16 03:33:06,941 - mmaction - INFO - Epoch [19][2440/2505] lr: 3.750e-03, eta: 1 day, 18:30:19, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5802, top5_acc: 0.7953, loss_cls: 1.8267, loss: 1.8267, grad_norm: 7.1456 2020-08-16 03:33:22,002 - mmaction - INFO - Epoch [19][2460/2505] lr: 3.750e-03, eta: 1 day, 18:30:04, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7891, loss_cls: 1.8662, loss: 1.8662, grad_norm: 7.2151 2020-08-16 03:33:37,380 - mmaction - INFO - Epoch [19][2480/2505] lr: 3.750e-03, eta: 1 day, 18:29:50, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5562, top5_acc: 0.7911, loss_cls: 1.8391, loss: 1.8391, grad_norm: 7.2140 2020-08-16 03:33:52,856 - mmaction - INFO - Epoch [19][2500/2505] lr: 3.750e-03, eta: 1 day, 18:29:37, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7964, loss_cls: 1.8375, loss: 1.8375, grad_norm: 7.2203 2020-08-16 03:33:56,613 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-08-16 03:34:17,683 - mmaction - INFO - Epoch [20][20/2505] lr: 3.750e-03, eta: 1 day, 18:29:26, time: 1.029, data_time: 0.402, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7901, loss_cls: 1.8531, loss: 1.8531, grad_norm: 7.3946 2020-08-16 03:34:31,652 - mmaction - INFO - Epoch [20][40/2505] lr: 3.750e-03, eta: 1 day, 18:29:06, time: 0.704, data_time: 0.009, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7911, loss_cls: 1.8334, loss: 1.8334, grad_norm: 7.1270 2020-08-16 03:34:47,487 - mmaction - INFO - Epoch [20][60/2505] lr: 3.750e-03, eta: 1 day, 18:28:54, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7906, loss_cls: 1.8239, loss: 1.8239, grad_norm: 7.2871 2020-08-16 03:35:02,915 - mmaction - INFO - Epoch [20][80/2505] lr: 3.750e-03, eta: 1 day, 18:28:41, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.8031, loss_cls: 1.8078, loss: 1.8078, grad_norm: 7.2253 2020-08-16 03:35:17,408 - mmaction - INFO - Epoch [20][100/2505] lr: 3.750e-03, eta: 1 day, 18:28:23, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7844, loss_cls: 1.9178, loss: 1.9178, grad_norm: 7.3613 2020-08-16 03:35:33,513 - mmaction - INFO - Epoch [20][120/2505] lr: 3.750e-03, eta: 1 day, 18:28:12, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8000, loss_cls: 1.7487, loss: 1.7487, grad_norm: 7.0345 2020-08-16 03:35:48,719 - mmaction - INFO - Epoch [20][140/2505] lr: 3.750e-03, eta: 1 day, 18:27:58, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8315, loss: 1.8315, grad_norm: 7.1060 2020-08-16 03:36:03,676 - mmaction - INFO - Epoch [20][160/2505] lr: 3.750e-03, eta: 1 day, 18:27:42, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7896, loss_cls: 1.8787, loss: 1.8787, grad_norm: 7.2229 2020-08-16 03:36:19,359 - mmaction - INFO - Epoch [20][180/2505] lr: 3.750e-03, eta: 1 day, 18:27:30, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7734, loss_cls: 1.9465, loss: 1.9465, grad_norm: 7.3323 2020-08-16 03:36:35,219 - mmaction - INFO - Epoch [20][200/2505] lr: 3.750e-03, eta: 1 day, 18:27:18, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7854, loss_cls: 1.8485, loss: 1.8485, grad_norm: 7.0507 2020-08-16 03:36:50,800 - mmaction - INFO - Epoch [20][220/2505] lr: 3.750e-03, eta: 1 day, 18:27:05, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.8094, loss: 1.8094, grad_norm: 7.0898 2020-08-16 03:37:06,087 - mmaction - INFO - Epoch [20][240/2505] lr: 3.750e-03, eta: 1 day, 18:26:51, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7880, loss_cls: 1.8426, loss: 1.8426, grad_norm: 7.1709 2020-08-16 03:37:21,063 - mmaction - INFO - Epoch [20][260/2505] lr: 3.750e-03, eta: 1 day, 18:26:35, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8146, loss_cls: 1.7032, loss: 1.7032, grad_norm: 7.0975 2020-08-16 03:37:36,526 - mmaction - INFO - Epoch [20][280/2505] lr: 3.750e-03, eta: 1 day, 18:26:22, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7813, loss_cls: 1.8599, loss: 1.8599, grad_norm: 7.2178 2020-08-16 03:37:51,863 - mmaction - INFO - Epoch [20][300/2505] lr: 3.750e-03, eta: 1 day, 18:26:08, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8042, loss_cls: 1.7716, loss: 1.7716, grad_norm: 7.0474 2020-08-16 03:38:07,453 - mmaction - INFO - Epoch [20][320/2505] lr: 3.750e-03, eta: 1 day, 18:25:55, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7958, loss_cls: 1.8682, loss: 1.8682, grad_norm: 7.3626 2020-08-16 03:38:22,596 - mmaction - INFO - Epoch [20][340/2505] lr: 3.750e-03, eta: 1 day, 18:25:40, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7786, loss_cls: 1.9374, loss: 1.9374, grad_norm: 7.4461 2020-08-16 03:38:37,921 - mmaction - INFO - Epoch [20][360/2505] lr: 3.750e-03, eta: 1 day, 18:25:26, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7995, loss_cls: 1.7900, loss: 1.7900, grad_norm: 7.1654 2020-08-16 03:38:53,721 - mmaction - INFO - Epoch [20][380/2505] lr: 3.750e-03, eta: 1 day, 18:25:14, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7948, loss_cls: 1.8679, loss: 1.8679, grad_norm: 7.3827 2020-08-16 03:39:09,768 - mmaction - INFO - Epoch [20][400/2505] lr: 3.750e-03, eta: 1 day, 18:25:03, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7849, loss_cls: 1.8907, loss: 1.8907, grad_norm: 7.2865 2020-08-16 03:39:25,294 - mmaction - INFO - Epoch [20][420/2505] lr: 3.750e-03, eta: 1 day, 18:24:50, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7813, loss_cls: 1.8087, loss: 1.8087, grad_norm: 7.0565 2020-08-16 03:39:40,346 - mmaction - INFO - Epoch [20][440/2505] lr: 3.750e-03, eta: 1 day, 18:24:35, time: 0.753, data_time: 0.003, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7958, loss_cls: 1.8356, loss: 1.8356, grad_norm: 7.2891 2020-08-16 03:39:55,497 - mmaction - INFO - Epoch [20][460/2505] lr: 3.750e-03, eta: 1 day, 18:24:20, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7865, loss_cls: 1.8727, loss: 1.8727, grad_norm: 7.1845 2020-08-16 03:40:10,918 - mmaction - INFO - Epoch [20][480/2505] lr: 3.750e-03, eta: 1 day, 18:24:06, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7823, loss_cls: 1.8632, loss: 1.8632, grad_norm: 7.2394 2020-08-16 03:40:26,514 - mmaction - INFO - Epoch [20][500/2505] lr: 3.750e-03, eta: 1 day, 18:23:53, time: 0.778, data_time: 0.002, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8773, loss: 1.8773, grad_norm: 7.4473 2020-08-16 03:40:42,365 - mmaction - INFO - Epoch [20][520/2505] lr: 3.750e-03, eta: 1 day, 18:23:42, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7812, loss_cls: 1.8900, loss: 1.8900, grad_norm: 7.4186 2020-08-16 03:40:58,786 - mmaction - INFO - Epoch [20][540/2505] lr: 3.750e-03, eta: 1 day, 18:23:32, time: 0.821, data_time: 0.002, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8005, loss_cls: 1.7920, loss: 1.7920, grad_norm: 7.1469 2020-08-16 03:41:13,291 - mmaction - INFO - Epoch [20][560/2505] lr: 3.750e-03, eta: 1 day, 18:23:14, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8005, loss_cls: 1.7778, loss: 1.7778, grad_norm: 7.1618 2020-08-16 03:41:29,676 - mmaction - INFO - Epoch [20][580/2505] lr: 3.750e-03, eta: 1 day, 18:23:05, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8000, loss_cls: 1.7871, loss: 1.7871, grad_norm: 7.0685 2020-08-16 03:41:44,526 - mmaction - INFO - Epoch [20][600/2505] lr: 3.750e-03, eta: 1 day, 18:22:49, time: 0.742, data_time: 0.003, memory: 8343, top1_acc: 0.5620, top5_acc: 0.8036, loss_cls: 1.8118, loss: 1.8118, grad_norm: 7.2492 2020-08-16 03:42:00,107 - mmaction - INFO - Epoch [20][620/2505] lr: 3.750e-03, eta: 1 day, 18:22:36, time: 0.779, data_time: 0.002, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8130, loss_cls: 1.7509, loss: 1.7509, grad_norm: 6.9501 2020-08-16 03:42:15,930 - mmaction - INFO - Epoch [20][640/2505] lr: 3.750e-03, eta: 1 day, 18:22:24, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7833, loss_cls: 1.8853, loss: 1.8853, grad_norm: 7.1115 2020-08-16 03:42:31,435 - mmaction - INFO - Epoch [20][660/2505] lr: 3.750e-03, eta: 1 day, 18:22:11, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8047, loss_cls: 1.7684, loss: 1.7684, grad_norm: 7.0517 2020-08-16 03:42:46,625 - mmaction - INFO - Epoch [20][680/2505] lr: 3.750e-03, eta: 1 day, 18:21:56, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7990, loss_cls: 1.8224, loss: 1.8224, grad_norm: 7.0392 2020-08-16 03:43:01,948 - mmaction - INFO - Epoch [20][700/2505] lr: 3.750e-03, eta: 1 day, 18:21:42, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5688, top5_acc: 0.7948, loss_cls: 1.8144, loss: 1.8144, grad_norm: 7.1214 2020-08-16 03:43:17,789 - mmaction - INFO - Epoch [20][720/2505] lr: 3.750e-03, eta: 1 day, 18:21:30, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8021, loss_cls: 1.8146, loss: 1.8146, grad_norm: 7.4009 2020-08-16 03:43:33,447 - mmaction - INFO - Epoch [20][740/2505] lr: 3.750e-03, eta: 1 day, 18:21:17, time: 0.784, data_time: 0.003, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7828, loss_cls: 1.8459, loss: 1.8459, grad_norm: 7.1949 2020-08-16 03:43:48,766 - mmaction - INFO - Epoch [20][760/2505] lr: 3.750e-03, eta: 1 day, 18:21:03, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7974, loss_cls: 1.8231, loss: 1.8231, grad_norm: 7.2791 2020-08-16 03:44:05,148 - mmaction - INFO - Epoch [20][780/2505] lr: 3.750e-03, eta: 1 day, 18:20:53, time: 0.815, data_time: 0.002, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8016, loss_cls: 1.7829, loss: 1.7829, grad_norm: 7.0459 2020-08-16 03:44:20,725 - mmaction - INFO - Epoch [20][800/2505] lr: 3.750e-03, eta: 1 day, 18:20:40, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7859, loss_cls: 1.8823, loss: 1.8823, grad_norm: 7.2143 2020-08-16 03:44:36,415 - mmaction - INFO - Epoch [20][820/2505] lr: 3.750e-03, eta: 1 day, 18:20:28, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7995, loss_cls: 1.7931, loss: 1.7931, grad_norm: 7.0127 2020-08-16 03:44:51,465 - mmaction - INFO - Epoch [20][840/2505] lr: 3.750e-03, eta: 1 day, 18:20:13, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7844, loss_cls: 1.8472, loss: 1.8472, grad_norm: 7.2777 2020-08-16 03:45:07,482 - mmaction - INFO - Epoch [20][860/2505] lr: 3.750e-03, eta: 1 day, 18:20:01, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8016, loss_cls: 1.7715, loss: 1.7715, grad_norm: 7.1981 2020-08-16 03:45:23,088 - mmaction - INFO - Epoch [20][880/2505] lr: 3.750e-03, eta: 1 day, 18:19:49, time: 0.780, data_time: 0.002, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7922, loss_cls: 1.8148, loss: 1.8148, grad_norm: 7.1592 2020-08-16 03:45:38,871 - mmaction - INFO - Epoch [20][900/2505] lr: 3.750e-03, eta: 1 day, 18:19:36, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7823, loss_cls: 1.8531, loss: 1.8531, grad_norm: 7.3924 2020-08-16 03:45:54,210 - mmaction - INFO - Epoch [20][920/2505] lr: 3.750e-03, eta: 1 day, 18:19:22, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5474, top5_acc: 0.7875, loss_cls: 1.8841, loss: 1.8841, grad_norm: 7.3051 2020-08-16 03:46:10,095 - mmaction - INFO - Epoch [20][940/2505] lr: 3.750e-03, eta: 1 day, 18:19:10, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7922, loss_cls: 1.8066, loss: 1.8066, grad_norm: 7.2111 2020-08-16 03:46:25,466 - mmaction - INFO - Epoch [20][960/2505] lr: 3.750e-03, eta: 1 day, 18:18:57, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8016, loss_cls: 1.7842, loss: 1.7842, grad_norm: 7.2894 2020-08-16 03:46:41,133 - mmaction - INFO - Epoch [20][980/2505] lr: 3.750e-03, eta: 1 day, 18:18:44, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7917, loss_cls: 1.8315, loss: 1.8315, grad_norm: 7.3311 2020-08-16 03:46:56,300 - mmaction - INFO - Epoch [20][1000/2505] lr: 3.750e-03, eta: 1 day, 18:18:29, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5698, top5_acc: 0.8010, loss_cls: 1.8164, loss: 1.8164, grad_norm: 7.3280 2020-08-16 03:47:11,781 - mmaction - INFO - Epoch [20][1020/2505] lr: 3.750e-03, eta: 1 day, 18:18:16, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7958, loss_cls: 1.7896, loss: 1.7896, grad_norm: 7.1076 2020-08-16 03:47:27,389 - mmaction - INFO - Epoch [20][1040/2505] lr: 3.750e-03, eta: 1 day, 18:18:03, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7943, loss_cls: 1.8387, loss: 1.8387, grad_norm: 7.2562 2020-08-16 03:47:43,995 - mmaction - INFO - Epoch [20][1060/2505] lr: 3.750e-03, eta: 1 day, 18:17:54, time: 0.829, data_time: 0.005, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7870, loss_cls: 1.8843, loss: 1.8843, grad_norm: 7.2285 2020-08-16 03:47:58,591 - mmaction - INFO - Epoch [20][1080/2505] lr: 3.750e-03, eta: 1 day, 18:17:37, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8036, loss_cls: 1.7802, loss: 1.7802, grad_norm: 7.1794 2020-08-16 03:48:14,194 - mmaction - INFO - Epoch [20][1100/2505] lr: 3.750e-03, eta: 1 day, 18:17:24, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8078, loss_cls: 1.7636, loss: 1.7636, grad_norm: 7.1227 2020-08-16 03:48:30,109 - mmaction - INFO - Epoch [20][1120/2505] lr: 3.750e-03, eta: 1 day, 18:17:12, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8109, loss: 1.8109, grad_norm: 7.2632 2020-08-16 03:48:44,966 - mmaction - INFO - Epoch [20][1140/2505] lr: 3.750e-03, eta: 1 day, 18:16:56, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7958, loss_cls: 1.8165, loss: 1.8165, grad_norm: 7.2400 2020-08-16 03:49:00,612 - mmaction - INFO - Epoch [20][1160/2505] lr: 3.750e-03, eta: 1 day, 18:16:43, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7688, loss_cls: 1.9723, loss: 1.9723, grad_norm: 7.4371 2020-08-16 03:49:16,701 - mmaction - INFO - Epoch [20][1180/2505] lr: 3.750e-03, eta: 1 day, 18:16:32, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7917, loss_cls: 1.7936, loss: 1.7936, grad_norm: 7.0523 2020-08-16 03:49:32,376 - mmaction - INFO - Epoch [20][1200/2505] lr: 3.750e-03, eta: 1 day, 18:16:20, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7719, loss_cls: 1.9156, loss: 1.9156, grad_norm: 7.4117 2020-08-16 03:49:47,273 - mmaction - INFO - Epoch [20][1220/2505] lr: 3.750e-03, eta: 1 day, 18:16:04, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8016, loss_cls: 1.7830, loss: 1.7830, grad_norm: 7.2894 2020-08-16 03:50:02,399 - mmaction - INFO - Epoch [20][1240/2505] lr: 3.750e-03, eta: 1 day, 18:15:49, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7995, loss_cls: 1.8510, loss: 1.8510, grad_norm: 7.3893 2020-08-16 03:50:18,006 - mmaction - INFO - Epoch [20][1260/2505] lr: 3.750e-03, eta: 1 day, 18:15:36, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7964, loss_cls: 1.8462, loss: 1.8462, grad_norm: 7.1899 2020-08-16 03:50:33,168 - mmaction - INFO - Epoch [20][1280/2505] lr: 3.750e-03, eta: 1 day, 18:15:21, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7807, loss_cls: 1.8742, loss: 1.8742, grad_norm: 7.2761 2020-08-16 03:50:48,244 - mmaction - INFO - Epoch [20][1300/2505] lr: 3.750e-03, eta: 1 day, 18:15:06, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8052, loss_cls: 1.7719, loss: 1.7719, grad_norm: 6.8678 2020-08-16 03:51:03,730 - mmaction - INFO - Epoch [20][1320/2505] lr: 3.750e-03, eta: 1 day, 18:14:53, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7958, loss_cls: 1.7944, loss: 1.7944, grad_norm: 7.0310 2020-08-16 03:51:19,146 - mmaction - INFO - Epoch [20][1340/2505] lr: 3.750e-03, eta: 1 day, 18:14:39, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8518, loss: 1.8518, grad_norm: 7.2021 2020-08-16 03:51:35,906 - mmaction - INFO - Epoch [20][1360/2505] lr: 3.750e-03, eta: 1 day, 18:14:31, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8052, loss_cls: 1.7942, loss: 1.7942, grad_norm: 7.1726 2020-08-16 03:51:50,039 - mmaction - INFO - Epoch [20][1380/2505] lr: 3.750e-03, eta: 1 day, 18:14:12, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8146, loss_cls: 1.7296, loss: 1.7296, grad_norm: 7.1450 2020-08-16 03:52:04,869 - mmaction - INFO - Epoch [20][1400/2505] lr: 3.750e-03, eta: 1 day, 18:13:56, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5708, top5_acc: 0.8047, loss_cls: 1.7980, loss: 1.7980, grad_norm: 7.2300 2020-08-16 03:52:20,115 - mmaction - INFO - Epoch [20][1420/2505] lr: 3.750e-03, eta: 1 day, 18:13:41, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7818, loss_cls: 1.9056, loss: 1.9056, grad_norm: 7.2186 2020-08-16 03:52:35,955 - mmaction - INFO - Epoch [20][1440/2505] lr: 3.750e-03, eta: 1 day, 18:13:29, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7865, loss_cls: 1.8240, loss: 1.8240, grad_norm: 7.1519 2020-08-16 03:52:50,820 - mmaction - INFO - Epoch [20][1460/2505] lr: 3.750e-03, eta: 1 day, 18:13:13, time: 0.744, data_time: 0.008, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7901, loss_cls: 1.8416, loss: 1.8416, grad_norm: 7.2638 2020-08-16 03:53:05,762 - mmaction - INFO - Epoch [20][1480/2505] lr: 3.750e-03, eta: 1 day, 18:12:57, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7901, loss_cls: 1.8175, loss: 1.8175, grad_norm: 7.0541 2020-08-16 03:53:21,787 - mmaction - INFO - Epoch [20][1500/2505] lr: 3.750e-03, eta: 1 day, 18:12:46, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7974, loss_cls: 1.8178, loss: 1.8178, grad_norm: 7.2125 2020-08-16 03:53:36,927 - mmaction - INFO - Epoch [20][1520/2505] lr: 3.750e-03, eta: 1 day, 18:12:31, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7901, loss_cls: 1.8697, loss: 1.8697, grad_norm: 7.1864 2020-08-16 03:53:51,661 - mmaction - INFO - Epoch [20][1540/2505] lr: 3.750e-03, eta: 1 day, 18:12:15, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7917, loss_cls: 1.8176, loss: 1.8176, grad_norm: 7.1219 2020-08-16 03:54:06,760 - mmaction - INFO - Epoch [20][1560/2505] lr: 3.750e-03, eta: 1 day, 18:12:00, time: 0.756, data_time: 0.003, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7948, loss_cls: 1.8399, loss: 1.8399, grad_norm: 7.1299 2020-08-16 03:54:22,078 - mmaction - INFO - Epoch [20][1580/2505] lr: 3.750e-03, eta: 1 day, 18:11:45, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7854, loss_cls: 1.8317, loss: 1.8317, grad_norm: 7.0827 2020-08-16 03:54:37,181 - mmaction - INFO - Epoch [20][1600/2505] lr: 3.750e-03, eta: 1 day, 18:11:30, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8068, loss_cls: 1.7457, loss: 1.7457, grad_norm: 7.1314 2020-08-16 03:54:53,323 - mmaction - INFO - Epoch [20][1620/2505] lr: 3.750e-03, eta: 1 day, 18:11:19, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7797, loss_cls: 1.9161, loss: 1.9161, grad_norm: 7.3098 2020-08-16 03:55:07,372 - mmaction - INFO - Epoch [20][1640/2505] lr: 3.750e-03, eta: 1 day, 18:11:00, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7854, loss_cls: 1.8518, loss: 1.8518, grad_norm: 7.2324 2020-08-16 03:55:23,112 - mmaction - INFO - Epoch [20][1660/2505] lr: 3.750e-03, eta: 1 day, 18:10:48, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7818, loss_cls: 1.8922, loss: 1.8922, grad_norm: 7.2368 2020-08-16 03:55:37,708 - mmaction - INFO - Epoch [20][1680/2505] lr: 3.750e-03, eta: 1 day, 18:10:31, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.7984, loss_cls: 1.8050, loss: 1.8050, grad_norm: 7.1916 2020-08-16 03:55:53,656 - mmaction - INFO - Epoch [20][1700/2505] lr: 3.750e-03, eta: 1 day, 18:10:19, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7917, loss_cls: 1.8394, loss: 1.8394, grad_norm: 7.2290 2020-08-16 03:56:09,253 - mmaction - INFO - Epoch [20][1720/2505] lr: 3.750e-03, eta: 1 day, 18:10:06, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8057, loss_cls: 1.7771, loss: 1.7771, grad_norm: 7.1301 2020-08-16 03:56:23,575 - mmaction - INFO - Epoch [20][1740/2505] lr: 3.750e-03, eta: 1 day, 18:09:48, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7951, loss: 1.7951, grad_norm: 7.1095 2020-08-16 03:56:38,616 - mmaction - INFO - Epoch [20][1760/2505] lr: 3.750e-03, eta: 1 day, 18:09:33, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7880, loss_cls: 1.8850, loss: 1.8850, grad_norm: 7.3282 2020-08-16 03:56:54,058 - mmaction - INFO - Epoch [20][1780/2505] lr: 3.750e-03, eta: 1 day, 18:09:19, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7901, loss_cls: 1.8521, loss: 1.8521, grad_norm: 7.2831 2020-08-16 03:57:09,284 - mmaction - INFO - Epoch [20][1800/2505] lr: 3.750e-03, eta: 1 day, 18:09:04, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8871, loss: 1.8871, grad_norm: 7.4674 2020-08-16 03:57:24,092 - mmaction - INFO - Epoch [20][1820/2505] lr: 3.750e-03, eta: 1 day, 18:08:48, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7865, loss_cls: 1.8274, loss: 1.8274, grad_norm: 7.2539 2020-08-16 03:57:39,006 - mmaction - INFO - Epoch [20][1840/2505] lr: 3.750e-03, eta: 1 day, 18:08:32, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7927, loss_cls: 1.8348, loss: 1.8348, grad_norm: 7.2133 2020-08-16 03:57:53,949 - mmaction - INFO - Epoch [20][1860/2505] lr: 3.750e-03, eta: 1 day, 18:08:16, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7917, loss_cls: 1.8608, loss: 1.8608, grad_norm: 7.1650 2020-08-16 03:58:08,949 - mmaction - INFO - Epoch [20][1880/2505] lr: 3.750e-03, eta: 1 day, 18:08:01, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7958, loss_cls: 1.7921, loss: 1.7921, grad_norm: 6.8676 2020-08-16 03:58:23,826 - mmaction - INFO - Epoch [20][1900/2505] lr: 3.750e-03, eta: 1 day, 18:07:45, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8005, loss_cls: 1.7964, loss: 1.7964, grad_norm: 7.2077 2020-08-16 03:58:38,718 - mmaction - INFO - Epoch [20][1920/2505] lr: 3.750e-03, eta: 1 day, 18:07:29, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7781, loss_cls: 1.8920, loss: 1.8920, grad_norm: 7.1269 2020-08-16 03:58:54,244 - mmaction - INFO - Epoch [20][1940/2505] lr: 3.750e-03, eta: 1 day, 18:07:16, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.7948, loss_cls: 1.8056, loss: 1.8056, grad_norm: 7.1258 2020-08-16 03:59:09,183 - mmaction - INFO - Epoch [20][1960/2505] lr: 3.750e-03, eta: 1 day, 18:07:00, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7995, loss_cls: 1.8336, loss: 1.8336, grad_norm: 7.2263 2020-08-16 03:59:24,196 - mmaction - INFO - Epoch [20][1980/2505] lr: 3.750e-03, eta: 1 day, 18:06:45, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7979, loss_cls: 1.8138, loss: 1.8138, grad_norm: 7.1960 2020-08-16 03:59:39,783 - mmaction - INFO - Epoch [20][2000/2505] lr: 3.750e-03, eta: 1 day, 18:06:32, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7818, loss_cls: 1.8603, loss: 1.8603, grad_norm: 7.1227 2020-08-16 03:59:54,433 - mmaction - INFO - Epoch [20][2020/2505] lr: 3.750e-03, eta: 1 day, 18:06:15, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7781, loss_cls: 1.8975, loss: 1.8975, grad_norm: 7.4022 2020-08-16 04:00:11,631 - mmaction - INFO - Epoch [20][2040/2505] lr: 3.750e-03, eta: 1 day, 18:06:08, time: 0.860, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7932, loss_cls: 1.8575, loss: 1.8575, grad_norm: 7.1405 2020-08-16 04:00:25,493 - mmaction - INFO - Epoch [20][2060/2505] lr: 3.750e-03, eta: 1 day, 18:05:48, time: 0.693, data_time: 0.009, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7755, loss_cls: 1.8738, loss: 1.8738, grad_norm: 7.3982 2020-08-16 04:00:40,102 - mmaction - INFO - Epoch [20][2080/2505] lr: 3.750e-03, eta: 1 day, 18:05:31, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7901, loss_cls: 1.8239, loss: 1.8239, grad_norm: 7.3424 2020-08-16 04:00:55,158 - mmaction - INFO - Epoch [20][2100/2505] lr: 3.750e-03, eta: 1 day, 18:05:16, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7990, loss_cls: 1.7893, loss: 1.7893, grad_norm: 7.1583 2020-08-16 04:01:09,993 - mmaction - INFO - Epoch [20][2120/2505] lr: 3.750e-03, eta: 1 day, 18:05:00, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8815, loss: 1.8815, grad_norm: 7.1826 2020-08-16 04:01:24,984 - mmaction - INFO - Epoch [20][2140/2505] lr: 3.750e-03, eta: 1 day, 18:04:44, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8047, loss_cls: 1.8052, loss: 1.8052, grad_norm: 7.1524 2020-08-16 04:01:40,131 - mmaction - INFO - Epoch [20][2160/2505] lr: 3.750e-03, eta: 1 day, 18:04:29, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.5656, top5_acc: 0.8073, loss_cls: 1.8312, loss: 1.8312, grad_norm: 7.3548 2020-08-16 04:01:55,055 - mmaction - INFO - Epoch [20][2180/2505] lr: 3.750e-03, eta: 1 day, 18:04:14, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7964, loss_cls: 1.8164, loss: 1.8164, grad_norm: 7.1885 2020-08-16 04:02:10,007 - mmaction - INFO - Epoch [20][2200/2505] lr: 3.750e-03, eta: 1 day, 18:03:58, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8463, loss: 1.8463, grad_norm: 7.2901 2020-08-16 04:02:25,466 - mmaction - INFO - Epoch [20][2220/2505] lr: 3.750e-03, eta: 1 day, 18:03:44, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8068, loss_cls: 1.7484, loss: 1.7484, grad_norm: 7.0207 2020-08-16 04:02:39,918 - mmaction - INFO - Epoch [20][2240/2505] lr: 3.750e-03, eta: 1 day, 18:03:27, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7901, loss_cls: 1.8450, loss: 1.8450, grad_norm: 7.2710 2020-08-16 04:02:55,132 - mmaction - INFO - Epoch [20][2260/2505] lr: 3.750e-03, eta: 1 day, 18:03:12, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7901, loss_cls: 1.8232, loss: 1.8232, grad_norm: 7.1580 2020-08-16 04:03:10,073 - mmaction - INFO - Epoch [20][2280/2505] lr: 3.750e-03, eta: 1 day, 18:02:56, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7990, loss_cls: 1.8089, loss: 1.8089, grad_norm: 7.1505 2020-08-16 04:03:26,034 - mmaction - INFO - Epoch [20][2300/2505] lr: 3.750e-03, eta: 1 day, 18:02:45, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7854, loss_cls: 1.8331, loss: 1.8331, grad_norm: 7.3206 2020-08-16 04:03:40,467 - mmaction - INFO - Epoch [20][2320/2505] lr: 3.750e-03, eta: 1 day, 18:02:27, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7818, loss_cls: 1.8645, loss: 1.8645, grad_norm: 7.2279 2020-08-16 04:03:55,409 - mmaction - INFO - Epoch [20][2340/2505] lr: 3.750e-03, eta: 1 day, 18:02:11, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7885, loss_cls: 1.8726, loss: 1.8726, grad_norm: 7.3508 2020-08-16 04:04:10,430 - mmaction - INFO - Epoch [20][2360/2505] lr: 3.750e-03, eta: 1 day, 18:01:56, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7932, loss_cls: 1.8439, loss: 1.8439, grad_norm: 7.2183 2020-08-16 04:04:25,511 - mmaction - INFO - Epoch [20][2380/2505] lr: 3.750e-03, eta: 1 day, 18:01:41, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7833, loss_cls: 1.8738, loss: 1.8738, grad_norm: 7.4378 2020-08-16 04:04:40,384 - mmaction - INFO - Epoch [20][2400/2505] lr: 3.750e-03, eta: 1 day, 18:01:25, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7854, loss_cls: 1.8818, loss: 1.8818, grad_norm: 7.3788 2020-08-16 04:04:56,526 - mmaction - INFO - Epoch [20][2420/2505] lr: 3.750e-03, eta: 1 day, 18:01:14, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8688, loss: 1.8688, grad_norm: 7.2868 2020-08-16 04:05:11,041 - mmaction - INFO - Epoch [20][2440/2505] lr: 3.750e-03, eta: 1 day, 18:00:57, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7911, loss_cls: 1.8497, loss: 1.8497, grad_norm: 7.4156 2020-08-16 04:05:26,249 - mmaction - INFO - Epoch [20][2460/2505] lr: 3.750e-03, eta: 1 day, 18:00:42, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7667, loss_cls: 1.9877, loss: 1.9877, grad_norm: 7.5277 2020-08-16 04:05:40,954 - mmaction - INFO - Epoch [20][2480/2505] lr: 3.750e-03, eta: 1 day, 18:00:25, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7938, loss_cls: 1.8548, loss: 1.8548, grad_norm: 7.1277 2020-08-16 04:05:55,635 - mmaction - INFO - Epoch [20][2500/2505] lr: 3.750e-03, eta: 1 day, 18:00:09, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.8036, loss_cls: 1.8228, loss: 1.8228, grad_norm: 7.2686 2020-08-16 04:06:00,182 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-08-16 04:06:24,765 - mmaction - INFO - Epoch [21][20/2505] lr: 3.750e-03, eta: 1 day, 18:00:10, time: 1.199, data_time: 0.578, memory: 8343, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7580, loss: 1.7580, grad_norm: 7.0731 2020-08-16 04:06:38,659 - mmaction - INFO - Epoch [21][40/2505] lr: 3.750e-03, eta: 1 day, 17:59:51, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7885, loss_cls: 1.8652, loss: 1.8652, grad_norm: 7.1370 2020-08-16 04:06:52,342 - mmaction - INFO - Epoch [21][60/2505] lr: 3.750e-03, eta: 1 day, 17:59:30, time: 0.684, data_time: 0.002, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7792, loss_cls: 1.8690, loss: 1.8690, grad_norm: 7.2101 2020-08-16 04:07:07,750 - mmaction - INFO - Epoch [21][80/2505] lr: 3.750e-03, eta: 1 day, 17:59:16, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.8031, loss_cls: 1.7943, loss: 1.7943, grad_norm: 7.1127 2020-08-16 04:07:21,799 - mmaction - INFO - Epoch [21][100/2505] lr: 3.750e-03, eta: 1 day, 17:58:57, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7948, loss_cls: 1.8315, loss: 1.8315, grad_norm: 7.3776 2020-08-16 04:07:37,211 - mmaction - INFO - Epoch [21][120/2505] lr: 3.750e-03, eta: 1 day, 17:58:43, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7979, loss_cls: 1.7828, loss: 1.7828, grad_norm: 6.9218 2020-08-16 04:07:52,739 - mmaction - INFO - Epoch [21][140/2505] lr: 3.750e-03, eta: 1 day, 17:58:30, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.7958, loss_cls: 1.7795, loss: 1.7795, grad_norm: 6.9507 2020-08-16 04:08:07,273 - mmaction - INFO - Epoch [21][160/2505] lr: 3.750e-03, eta: 1 day, 17:58:12, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8021, loss_cls: 1.7743, loss: 1.7743, grad_norm: 7.1431 2020-08-16 04:08:21,662 - mmaction - INFO - Epoch [21][180/2505] lr: 3.750e-03, eta: 1 day, 17:57:54, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7922, loss_cls: 1.8253, loss: 1.8253, grad_norm: 7.2930 2020-08-16 04:08:36,148 - mmaction - INFO - Epoch [21][200/2505] lr: 3.750e-03, eta: 1 day, 17:57:37, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8161, loss_cls: 1.6944, loss: 1.6944, grad_norm: 7.0621 2020-08-16 04:08:51,930 - mmaction - INFO - Epoch [21][220/2505] lr: 3.750e-03, eta: 1 day, 17:57:25, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.8062, loss_cls: 1.7566, loss: 1.7566, grad_norm: 7.1555 2020-08-16 04:09:06,246 - mmaction - INFO - Epoch [21][240/2505] lr: 3.750e-03, eta: 1 day, 17:57:06, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.5896, top5_acc: 0.7979, loss_cls: 1.7358, loss: 1.7358, grad_norm: 7.1134 2020-08-16 04:09:20,784 - mmaction - INFO - Epoch [21][260/2505] lr: 3.750e-03, eta: 1 day, 17:56:49, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.8057, loss_cls: 1.7719, loss: 1.7719, grad_norm: 7.3767 2020-08-16 04:09:35,903 - mmaction - INFO - Epoch [21][280/2505] lr: 3.750e-03, eta: 1 day, 17:56:34, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7724, loss_cls: 1.9044, loss: 1.9044, grad_norm: 7.3398 2020-08-16 04:09:51,456 - mmaction - INFO - Epoch [21][300/2505] lr: 3.750e-03, eta: 1 day, 17:56:21, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7891, loss_cls: 1.8340, loss: 1.8340, grad_norm: 7.2372 2020-08-16 04:10:06,899 - mmaction - INFO - Epoch [21][320/2505] lr: 3.750e-03, eta: 1 day, 17:56:07, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.5505, top5_acc: 0.7932, loss_cls: 1.8610, loss: 1.8610, grad_norm: 7.3757 2020-08-16 04:10:21,744 - mmaction - INFO - Epoch [21][340/2505] lr: 3.750e-03, eta: 1 day, 17:55:51, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.5708, top5_acc: 0.8052, loss_cls: 1.7965, loss: 1.7965, grad_norm: 7.2182 2020-08-16 04:10:36,193 - mmaction - INFO - Epoch [21][360/2505] lr: 3.750e-03, eta: 1 day, 17:55:33, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.7426, loss: 1.7426, grad_norm: 7.1990 2020-08-16 04:10:51,483 - mmaction - INFO - Epoch [21][380/2505] lr: 3.750e-03, eta: 1 day, 17:55:19, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8021, loss_cls: 1.7903, loss: 1.7903, grad_norm: 7.0099 2020-08-16 04:11:06,628 - mmaction - INFO - Epoch [21][400/2505] lr: 3.750e-03, eta: 1 day, 17:55:04, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7964, loss_cls: 1.7924, loss: 1.7924, grad_norm: 7.1629 2020-08-16 04:11:20,782 - mmaction - INFO - Epoch [21][420/2505] lr: 3.750e-03, eta: 1 day, 17:54:46, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.5870, top5_acc: 0.7969, loss_cls: 1.8127, loss: 1.8127, grad_norm: 7.2778 2020-08-16 04:11:36,369 - mmaction - INFO - Epoch [21][440/2505] lr: 3.750e-03, eta: 1 day, 17:54:32, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7828, loss_cls: 1.8671, loss: 1.8671, grad_norm: 7.3734 2020-08-16 04:11:51,481 - mmaction - INFO - Epoch [21][460/2505] lr: 3.750e-03, eta: 1 day, 17:54:17, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8052, loss_cls: 1.7521, loss: 1.7521, grad_norm: 6.9904 2020-08-16 04:12:05,898 - mmaction - INFO - Epoch [21][480/2505] lr: 3.750e-03, eta: 1 day, 17:54:00, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7865, loss_cls: 1.8724, loss: 1.8724, grad_norm: 7.2551 2020-08-16 04:12:21,172 - mmaction - INFO - Epoch [21][500/2505] lr: 3.750e-03, eta: 1 day, 17:53:45, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8010, loss_cls: 1.7838, loss: 1.7838, grad_norm: 7.0614 2020-08-16 04:12:35,577 - mmaction - INFO - Epoch [21][520/2505] lr: 3.750e-03, eta: 1 day, 17:53:27, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7932, loss_cls: 1.8064, loss: 1.8064, grad_norm: 7.1228 2020-08-16 04:12:50,667 - mmaction - INFO - Epoch [21][540/2505] lr: 3.750e-03, eta: 1 day, 17:53:12, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7797, loss_cls: 1.8489, loss: 1.8489, grad_norm: 7.3910 2020-08-16 04:13:05,179 - mmaction - INFO - Epoch [21][560/2505] lr: 3.750e-03, eta: 1 day, 17:52:55, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7875, loss_cls: 1.8803, loss: 1.8803, grad_norm: 7.4776 2020-08-16 04:13:19,824 - mmaction - INFO - Epoch [21][580/2505] lr: 3.750e-03, eta: 1 day, 17:52:38, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7844, loss_cls: 1.8144, loss: 1.8144, grad_norm: 7.0896 2020-08-16 04:13:36,290 - mmaction - INFO - Epoch [21][600/2505] lr: 3.750e-03, eta: 1 day, 17:52:29, time: 0.826, data_time: 0.006, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7906, loss_cls: 1.8676, loss: 1.8676, grad_norm: 7.2930 2020-08-16 04:13:50,369 - mmaction - INFO - Epoch [21][620/2505] lr: 3.750e-03, eta: 1 day, 17:52:09, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8057, loss_cls: 1.7576, loss: 1.7576, grad_norm: 7.1721 2020-08-16 04:14:04,957 - mmaction - INFO - Epoch [21][640/2505] lr: 3.750e-03, eta: 1 day, 17:51:52, time: 0.730, data_time: 0.003, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8130, loss_cls: 1.7728, loss: 1.7728, grad_norm: 7.1034 2020-08-16 04:14:20,572 - mmaction - INFO - Epoch [21][660/2505] lr: 3.750e-03, eta: 1 day, 17:51:39, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7870, loss_cls: 1.8586, loss: 1.8586, grad_norm: 7.1768 2020-08-16 04:14:35,878 - mmaction - INFO - Epoch [21][680/2505] lr: 3.750e-03, eta: 1 day, 17:51:25, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7911, loss_cls: 1.8110, loss: 1.8110, grad_norm: 7.0532 2020-08-16 04:14:50,904 - mmaction - INFO - Epoch [21][700/2505] lr: 3.750e-03, eta: 1 day, 17:51:10, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7849, loss_cls: 1.8282, loss: 1.8282, grad_norm: 7.3549 2020-08-16 04:15:05,829 - mmaction - INFO - Epoch [21][720/2505] lr: 3.750e-03, eta: 1 day, 17:50:54, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7943, loss_cls: 1.8142, loss: 1.8142, grad_norm: 7.4135 2020-08-16 04:15:20,412 - mmaction - INFO - Epoch [21][740/2505] lr: 3.750e-03, eta: 1 day, 17:50:37, time: 0.729, data_time: 0.003, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8104, loss_cls: 1.7389, loss: 1.7389, grad_norm: 7.0792 2020-08-16 04:15:35,921 - mmaction - INFO - Epoch [21][760/2505] lr: 3.750e-03, eta: 1 day, 17:50:23, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.8317, loss: 1.8317, grad_norm: 7.1558 2020-08-16 04:15:49,996 - mmaction - INFO - Epoch [21][780/2505] lr: 3.750e-03, eta: 1 day, 17:50:04, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7943, loss_cls: 1.8214, loss: 1.8214, grad_norm: 7.0481 2020-08-16 04:16:06,429 - mmaction - INFO - Epoch [21][800/2505] lr: 3.750e-03, eta: 1 day, 17:49:55, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7740, loss_cls: 1.9145, loss: 1.9145, grad_norm: 7.2674 2020-08-16 04:16:21,625 - mmaction - INFO - Epoch [21][820/2505] lr: 3.750e-03, eta: 1 day, 17:49:40, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7640, loss: 1.7640, grad_norm: 7.1471 2020-08-16 04:16:35,383 - mmaction - INFO - Epoch [21][840/2505] lr: 3.750e-03, eta: 1 day, 17:49:20, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7833, loss_cls: 1.8816, loss: 1.8816, grad_norm: 7.3972 2020-08-16 04:16:49,876 - mmaction - INFO - Epoch [21][860/2505] lr: 3.750e-03, eta: 1 day, 17:49:02, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7922, loss_cls: 1.8401, loss: 1.8401, grad_norm: 7.3522 2020-08-16 04:17:04,332 - mmaction - INFO - Epoch [21][880/2505] lr: 3.750e-03, eta: 1 day, 17:48:45, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7969, loss_cls: 1.8561, loss: 1.8561, grad_norm: 7.4101 2020-08-16 04:17:20,786 - mmaction - INFO - Epoch [21][900/2505] lr: 3.750e-03, eta: 1 day, 17:48:35, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7880, loss_cls: 1.8757, loss: 1.8757, grad_norm: 7.1322 2020-08-16 04:17:35,333 - mmaction - INFO - Epoch [21][920/2505] lr: 3.750e-03, eta: 1 day, 17:48:18, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8073, loss_cls: 1.7723, loss: 1.7723, grad_norm: 7.1040 2020-08-16 04:17:50,356 - mmaction - INFO - Epoch [21][940/2505] lr: 3.750e-03, eta: 1 day, 17:48:02, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7911, loss_cls: 1.8293, loss: 1.8293, grad_norm: 7.2106 2020-08-16 04:18:04,749 - mmaction - INFO - Epoch [21][960/2505] lr: 3.750e-03, eta: 1 day, 17:47:45, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7943, loss_cls: 1.8393, loss: 1.8393, grad_norm: 7.2856 2020-08-16 04:18:19,712 - mmaction - INFO - Epoch [21][980/2505] lr: 3.750e-03, eta: 1 day, 17:47:29, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7885, loss_cls: 1.8557, loss: 1.8557, grad_norm: 7.1720 2020-08-16 04:18:34,745 - mmaction - INFO - Epoch [21][1000/2505] lr: 3.750e-03, eta: 1 day, 17:47:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7990, loss_cls: 1.8014, loss: 1.8014, grad_norm: 7.0759 2020-08-16 04:18:50,942 - mmaction - INFO - Epoch [21][1020/2505] lr: 3.750e-03, eta: 1 day, 17:47:03, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7760, loss_cls: 1.9275, loss: 1.9275, grad_norm: 7.0692 2020-08-16 04:19:06,093 - mmaction - INFO - Epoch [21][1040/2505] lr: 3.750e-03, eta: 1 day, 17:46:48, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7922, loss_cls: 1.8289, loss: 1.8289, grad_norm: 7.1919 2020-08-16 04:19:20,341 - mmaction - INFO - Epoch [21][1060/2505] lr: 3.750e-03, eta: 1 day, 17:46:30, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7807, loss_cls: 1.8804, loss: 1.8804, grad_norm: 7.3989 2020-08-16 04:19:35,354 - mmaction - INFO - Epoch [21][1080/2505] lr: 3.750e-03, eta: 1 day, 17:46:14, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.7995, loss_cls: 1.7623, loss: 1.7623, grad_norm: 7.0475 2020-08-16 04:19:50,274 - mmaction - INFO - Epoch [21][1100/2505] lr: 3.750e-03, eta: 1 day, 17:45:59, time: 0.746, data_time: 0.003, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8047, loss_cls: 1.7896, loss: 1.7896, grad_norm: 7.0727 2020-08-16 04:20:05,033 - mmaction - INFO - Epoch [21][1120/2505] lr: 3.750e-03, eta: 1 day, 17:45:42, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8000, loss_cls: 1.7721, loss: 1.7721, grad_norm: 7.1685 2020-08-16 04:20:19,736 - mmaction - INFO - Epoch [21][1140/2505] lr: 3.750e-03, eta: 1 day, 17:45:26, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.5870, top5_acc: 0.7911, loss_cls: 1.8223, loss: 1.8223, grad_norm: 7.2820 2020-08-16 04:20:34,437 - mmaction - INFO - Epoch [21][1160/2505] lr: 3.750e-03, eta: 1 day, 17:45:09, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5641, top5_acc: 0.8062, loss_cls: 1.7975, loss: 1.7975, grad_norm: 7.2027 2020-08-16 04:20:49,248 - mmaction - INFO - Epoch [21][1180/2505] lr: 3.750e-03, eta: 1 day, 17:44:53, time: 0.740, data_time: 0.008, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8057, loss_cls: 1.7852, loss: 1.7852, grad_norm: 7.1248 2020-08-16 04:21:05,167 - mmaction - INFO - Epoch [21][1200/2505] lr: 3.750e-03, eta: 1 day, 17:44:41, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5536, top5_acc: 0.7792, loss_cls: 1.8803, loss: 1.8803, grad_norm: 7.2272 2020-08-16 04:21:19,723 - mmaction - INFO - Epoch [21][1220/2505] lr: 3.750e-03, eta: 1 day, 17:44:24, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7911, loss_cls: 1.8185, loss: 1.8185, grad_norm: 7.2653 2020-08-16 04:21:34,245 - mmaction - INFO - Epoch [21][1240/2505] lr: 3.750e-03, eta: 1 day, 17:44:07, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8042, loss_cls: 1.7403, loss: 1.7403, grad_norm: 6.8248 2020-08-16 04:21:49,726 - mmaction - INFO - Epoch [21][1260/2505] lr: 3.750e-03, eta: 1 day, 17:43:53, time: 0.774, data_time: 0.002, memory: 8343, top1_acc: 0.5865, top5_acc: 0.7854, loss_cls: 1.8156, loss: 1.8156, grad_norm: 7.0928 2020-08-16 04:22:05,917 - mmaction - INFO - Epoch [21][1280/2505] lr: 3.750e-03, eta: 1 day, 17:43:42, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8026, loss_cls: 1.8244, loss: 1.8244, grad_norm: 7.3227 2020-08-16 04:22:20,131 - mmaction - INFO - Epoch [21][1300/2505] lr: 3.750e-03, eta: 1 day, 17:43:24, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7948, loss_cls: 1.8116, loss: 1.8116, grad_norm: 7.3552 2020-08-16 04:22:34,891 - mmaction - INFO - Epoch [21][1320/2505] lr: 3.750e-03, eta: 1 day, 17:43:07, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8000, loss_cls: 1.8086, loss: 1.8086, grad_norm: 7.2780 2020-08-16 04:22:49,753 - mmaction - INFO - Epoch [21][1340/2505] lr: 3.750e-03, eta: 1 day, 17:42:51, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7990, loss_cls: 1.8360, loss: 1.8360, grad_norm: 7.2993 2020-08-16 04:23:05,658 - mmaction - INFO - Epoch [21][1360/2505] lr: 3.750e-03, eta: 1 day, 17:42:39, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7917, loss_cls: 1.8547, loss: 1.8547, grad_norm: 7.4691 2020-08-16 04:23:20,046 - mmaction - INFO - Epoch [21][1380/2505] lr: 3.750e-03, eta: 1 day, 17:42:21, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7938, loss_cls: 1.8228, loss: 1.8228, grad_norm: 7.3923 2020-08-16 04:23:35,056 - mmaction - INFO - Epoch [21][1400/2505] lr: 3.750e-03, eta: 1 day, 17:42:06, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8089, loss_cls: 1.7629, loss: 1.7629, grad_norm: 7.2740 2020-08-16 04:23:49,837 - mmaction - INFO - Epoch [21][1420/2505] lr: 3.750e-03, eta: 1 day, 17:41:50, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8104, loss_cls: 1.7854, loss: 1.7854, grad_norm: 7.1984 2020-08-16 04:24:06,151 - mmaction - INFO - Epoch [21][1440/2505] lr: 3.750e-03, eta: 1 day, 17:41:40, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8057, loss_cls: 1.7933, loss: 1.7933, grad_norm: 7.0998 2020-08-16 04:24:20,974 - mmaction - INFO - Epoch [21][1460/2505] lr: 3.750e-03, eta: 1 day, 17:41:23, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8135, loss_cls: 1.7464, loss: 1.7464, grad_norm: 7.1678 2020-08-16 04:24:35,481 - mmaction - INFO - Epoch [21][1480/2505] lr: 3.750e-03, eta: 1 day, 17:41:06, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7901, loss_cls: 1.8683, loss: 1.8683, grad_norm: 7.2520 2020-08-16 04:24:51,118 - mmaction - INFO - Epoch [21][1500/2505] lr: 3.750e-03, eta: 1 day, 17:40:53, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7995, loss_cls: 1.7880, loss: 1.7880, grad_norm: 7.3128 2020-08-16 04:25:07,015 - mmaction - INFO - Epoch [21][1520/2505] lr: 3.750e-03, eta: 1 day, 17:40:41, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7953, loss_cls: 1.8627, loss: 1.8627, grad_norm: 7.4516 2020-08-16 04:25:21,285 - mmaction - INFO - Epoch [21][1540/2505] lr: 3.750e-03, eta: 1 day, 17:40:23, time: 0.714, data_time: 0.002, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8031, loss_cls: 1.7594, loss: 1.7594, grad_norm: 7.1305 2020-08-16 04:25:36,126 - mmaction - INFO - Epoch [21][1560/2505] lr: 3.750e-03, eta: 1 day, 17:40:07, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7901, loss_cls: 1.8503, loss: 1.8503, grad_norm: 7.2849 2020-08-16 04:25:53,006 - mmaction - INFO - Epoch [21][1580/2505] lr: 3.750e-03, eta: 1 day, 17:39:59, time: 0.846, data_time: 0.005, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7802, loss_cls: 1.8559, loss: 1.8559, grad_norm: 6.9785 2020-08-16 04:26:07,073 - mmaction - INFO - Epoch [21][1600/2505] lr: 3.750e-03, eta: 1 day, 17:39:40, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8057, loss_cls: 1.7268, loss: 1.7268, grad_norm: 7.2299 2020-08-16 04:26:22,643 - mmaction - INFO - Epoch [21][1620/2505] lr: 3.750e-03, eta: 1 day, 17:39:26, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7901, loss_cls: 1.8554, loss: 1.8554, grad_norm: 7.3106 2020-08-16 04:26:36,712 - mmaction - INFO - Epoch [21][1640/2505] lr: 3.750e-03, eta: 1 day, 17:39:07, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5937, top5_acc: 0.7984, loss_cls: 1.7586, loss: 1.7586, grad_norm: 7.1028 2020-08-16 04:26:51,581 - mmaction - INFO - Epoch [21][1660/2505] lr: 3.750e-03, eta: 1 day, 17:38:52, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7995, loss_cls: 1.8150, loss: 1.8150, grad_norm: 7.3111 2020-08-16 04:27:06,413 - mmaction - INFO - Epoch [21][1680/2505] lr: 3.750e-03, eta: 1 day, 17:38:35, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.8108, loss: 1.8108, grad_norm: 7.2070 2020-08-16 04:27:21,776 - mmaction - INFO - Epoch [21][1700/2505] lr: 3.750e-03, eta: 1 day, 17:38:21, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8016, loss_cls: 1.7721, loss: 1.7721, grad_norm: 7.0617 2020-08-16 04:27:36,962 - mmaction - INFO - Epoch [21][1720/2505] lr: 3.750e-03, eta: 1 day, 17:38:07, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8062, loss_cls: 1.7485, loss: 1.7485, grad_norm: 7.1393 2020-08-16 04:27:52,309 - mmaction - INFO - Epoch [21][1740/2505] lr: 3.750e-03, eta: 1 day, 17:37:53, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7995, loss_cls: 1.8288, loss: 1.8288, grad_norm: 7.3546 2020-08-16 04:28:07,011 - mmaction - INFO - Epoch [21][1760/2505] lr: 3.750e-03, eta: 1 day, 17:37:36, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7875, loss_cls: 1.8491, loss: 1.8491, grad_norm: 7.2870 2020-08-16 04:28:21,852 - mmaction - INFO - Epoch [21][1780/2505] lr: 3.750e-03, eta: 1 day, 17:37:20, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8104, loss_cls: 1.7305, loss: 1.7305, grad_norm: 7.1894 2020-08-16 04:28:38,181 - mmaction - INFO - Epoch [21][1800/2505] lr: 3.750e-03, eta: 1 day, 17:37:10, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7766, loss_cls: 1.9307, loss: 1.9307, grad_norm: 7.5579 2020-08-16 04:28:53,682 - mmaction - INFO - Epoch [21][1820/2505] lr: 3.750e-03, eta: 1 day, 17:36:56, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8104, loss_cls: 1.7513, loss: 1.7513, grad_norm: 7.2258 2020-08-16 04:29:07,763 - mmaction - INFO - Epoch [21][1840/2505] lr: 3.750e-03, eta: 1 day, 17:36:37, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8057, loss_cls: 1.7783, loss: 1.7783, grad_norm: 7.2055 2020-08-16 04:29:22,935 - mmaction - INFO - Epoch [21][1860/2505] lr: 3.750e-03, eta: 1 day, 17:36:22, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7766, loss_cls: 1.9061, loss: 1.9061, grad_norm: 7.2913 2020-08-16 04:29:38,021 - mmaction - INFO - Epoch [21][1880/2505] lr: 3.750e-03, eta: 1 day, 17:36:07, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7833, loss_cls: 1.8334, loss: 1.8334, grad_norm: 7.4161 2020-08-16 04:29:53,587 - mmaction - INFO - Epoch [21][1900/2505] lr: 3.750e-03, eta: 1 day, 17:35:54, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7917, loss_cls: 1.8244, loss: 1.8244, grad_norm: 7.2096 2020-08-16 04:30:08,810 - mmaction - INFO - Epoch [21][1920/2505] lr: 3.750e-03, eta: 1 day, 17:35:39, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7786, loss_cls: 1.9193, loss: 1.9193, grad_norm: 7.4645 2020-08-16 04:30:23,127 - mmaction - INFO - Epoch [21][1940/2505] lr: 3.750e-03, eta: 1 day, 17:35:21, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7813, loss_cls: 1.8260, loss: 1.8260, grad_norm: 7.2640 2020-08-16 04:30:38,657 - mmaction - INFO - Epoch [21][1960/2505] lr: 3.750e-03, eta: 1 day, 17:35:08, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7865, loss_cls: 1.8742, loss: 1.8742, grad_norm: 7.3371 2020-08-16 04:30:54,100 - mmaction - INFO - Epoch [21][1980/2505] lr: 3.750e-03, eta: 1 day, 17:34:54, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7927, loss_cls: 1.8140, loss: 1.8140, grad_norm: 7.4336 2020-08-16 04:31:08,447 - mmaction - INFO - Epoch [21][2000/2505] lr: 3.750e-03, eta: 1 day, 17:34:36, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7854, loss_cls: 1.9121, loss: 1.9121, grad_norm: 7.3936 2020-08-16 04:31:23,791 - mmaction - INFO - Epoch [21][2020/2505] lr: 3.750e-03, eta: 1 day, 17:34:22, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5604, top5_acc: 0.8026, loss_cls: 1.8181, loss: 1.8181, grad_norm: 7.2391 2020-08-16 04:31:39,383 - mmaction - INFO - Epoch [21][2040/2505] lr: 3.750e-03, eta: 1 day, 17:34:09, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8057, loss_cls: 1.7810, loss: 1.7810, grad_norm: 7.1371 2020-08-16 04:31:54,294 - mmaction - INFO - Epoch [21][2060/2505] lr: 3.750e-03, eta: 1 day, 17:33:53, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7854, loss_cls: 1.8907, loss: 1.8907, grad_norm: 7.2591 2020-08-16 04:32:09,281 - mmaction - INFO - Epoch [21][2080/2505] lr: 3.750e-03, eta: 1 day, 17:33:38, time: 0.749, data_time: 0.002, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7927, loss_cls: 1.8521, loss: 1.8521, grad_norm: 7.3116 2020-08-16 04:32:24,260 - mmaction - INFO - Epoch [21][2100/2505] lr: 3.750e-03, eta: 1 day, 17:33:22, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7906, loss_cls: 1.8880, loss: 1.8880, grad_norm: 7.1756 2020-08-16 04:32:39,081 - mmaction - INFO - Epoch [21][2120/2505] lr: 3.750e-03, eta: 1 day, 17:33:06, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7932, loss_cls: 1.8432, loss: 1.8432, grad_norm: 7.2632 2020-08-16 04:32:55,768 - mmaction - INFO - Epoch [21][2140/2505] lr: 3.750e-03, eta: 1 day, 17:32:57, time: 0.834, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7922, loss_cls: 1.8777, loss: 1.8777, grad_norm: 7.1740 2020-08-16 04:33:09,865 - mmaction - INFO - Epoch [21][2160/2505] lr: 3.750e-03, eta: 1 day, 17:32:38, time: 0.705, data_time: 0.003, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8005, loss_cls: 1.8279, loss: 1.8279, grad_norm: 7.1807 2020-08-16 04:33:25,558 - mmaction - INFO - Epoch [21][2180/2505] lr: 3.750e-03, eta: 1 day, 17:32:25, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7932, loss_cls: 1.8008, loss: 1.8008, grad_norm: 7.1630 2020-08-16 04:33:41,098 - mmaction - INFO - Epoch [21][2200/2505] lr: 3.750e-03, eta: 1 day, 17:32:12, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8083, loss_cls: 1.7452, loss: 1.7452, grad_norm: 7.1094 2020-08-16 04:33:55,613 - mmaction - INFO - Epoch [21][2220/2505] lr: 3.750e-03, eta: 1 day, 17:31:55, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8000, loss_cls: 1.8217, loss: 1.8217, grad_norm: 7.2937 2020-08-16 04:34:10,822 - mmaction - INFO - Epoch [21][2240/2505] lr: 3.750e-03, eta: 1 day, 17:31:40, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8000, loss_cls: 1.8331, loss: 1.8331, grad_norm: 7.3476 2020-08-16 04:34:25,735 - mmaction - INFO - Epoch [21][2260/2505] lr: 3.750e-03, eta: 1 day, 17:31:25, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7953, loss_cls: 1.8458, loss: 1.8458, grad_norm: 7.4324 2020-08-16 04:34:40,631 - mmaction - INFO - Epoch [21][2280/2505] lr: 3.750e-03, eta: 1 day, 17:31:09, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8135, loss_cls: 1.7644, loss: 1.7644, grad_norm: 7.0566 2020-08-16 04:34:55,718 - mmaction - INFO - Epoch [21][2300/2505] lr: 3.750e-03, eta: 1 day, 17:30:53, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7953, loss_cls: 1.8445, loss: 1.8445, grad_norm: 7.3584 2020-08-16 04:35:11,915 - mmaction - INFO - Epoch [21][2320/2505] lr: 3.750e-03, eta: 1 day, 17:30:43, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7880, loss_cls: 1.8386, loss: 1.8386, grad_norm: 7.3726 2020-08-16 04:35:26,979 - mmaction - INFO - Epoch [21][2340/2505] lr: 3.750e-03, eta: 1 day, 17:30:27, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.8145, loss: 1.8145, grad_norm: 7.3482 2020-08-16 04:35:42,146 - mmaction - INFO - Epoch [21][2360/2505] lr: 3.750e-03, eta: 1 day, 17:30:13, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7927, loss_cls: 1.8219, loss: 1.8219, grad_norm: 7.0157 2020-08-16 04:35:56,745 - mmaction - INFO - Epoch [21][2380/2505] lr: 3.750e-03, eta: 1 day, 17:29:56, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7880, loss_cls: 1.8876, loss: 1.8876, grad_norm: 7.2953 2020-08-16 04:36:12,146 - mmaction - INFO - Epoch [21][2400/2505] lr: 3.750e-03, eta: 1 day, 17:29:42, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5688, top5_acc: 0.7958, loss_cls: 1.8249, loss: 1.8249, grad_norm: 7.1897 2020-08-16 04:36:27,980 - mmaction - INFO - Epoch [21][2420/2505] lr: 3.750e-03, eta: 1 day, 17:29:29, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7937, loss_cls: 1.8256, loss: 1.8256, grad_norm: 7.2628 2020-08-16 04:36:42,542 - mmaction - INFO - Epoch [21][2440/2505] lr: 3.750e-03, eta: 1 day, 17:29:13, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7953, loss_cls: 1.8575, loss: 1.8575, grad_norm: 7.3307 2020-08-16 04:36:57,569 - mmaction - INFO - Epoch [21][2460/2505] lr: 3.750e-03, eta: 1 day, 17:28:57, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7875, loss_cls: 1.8853, loss: 1.8853, grad_norm: 7.1715 2020-08-16 04:37:12,663 - mmaction - INFO - Epoch [21][2480/2505] lr: 3.750e-03, eta: 1 day, 17:28:42, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7906, loss_cls: 1.8343, loss: 1.8343, grad_norm: 7.4122 2020-08-16 04:37:28,325 - mmaction - INFO - Epoch [21][2500/2505] lr: 3.750e-03, eta: 1 day, 17:28:29, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7776, loss_cls: 1.9035, loss: 1.9035, grad_norm: 7.3982 2020-08-16 04:37:31,943 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-08-16 04:37:52,658 - mmaction - INFO - Epoch [22][20/2505] lr: 3.750e-03, eta: 1 day, 17:28:15, time: 1.011, data_time: 0.395, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8057, loss_cls: 1.7709, loss: 1.7709, grad_norm: 7.1194 2020-08-16 04:38:06,223 - mmaction - INFO - Epoch [22][40/2505] lr: 3.750e-03, eta: 1 day, 17:27:55, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8031, loss_cls: 1.7982, loss: 1.7982, grad_norm: 7.1348 2020-08-16 04:38:21,106 - mmaction - INFO - Epoch [22][60/2505] lr: 3.750e-03, eta: 1 day, 17:27:39, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8042, loss_cls: 1.7608, loss: 1.7608, grad_norm: 7.0264 2020-08-16 04:38:36,093 - mmaction - INFO - Epoch [22][80/2505] lr: 3.750e-03, eta: 1 day, 17:27:23, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8000, loss_cls: 1.7524, loss: 1.7524, grad_norm: 6.9759 2020-08-16 04:38:52,464 - mmaction - INFO - Epoch [22][100/2505] lr: 3.750e-03, eta: 1 day, 17:27:13, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7592, loss: 1.7592, grad_norm: 7.2377 2020-08-16 04:39:07,324 - mmaction - INFO - Epoch [22][120/2505] lr: 3.750e-03, eta: 1 day, 17:26:57, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8099, loss_cls: 1.6983, loss: 1.6983, grad_norm: 7.0553 2020-08-16 04:39:22,052 - mmaction - INFO - Epoch [22][140/2505] lr: 3.750e-03, eta: 1 day, 17:26:41, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7974, loss_cls: 1.8237, loss: 1.8237, grad_norm: 7.3533 2020-08-16 04:39:37,691 - mmaction - INFO - Epoch [22][160/2505] lr: 3.750e-03, eta: 1 day, 17:26:28, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8005, loss_cls: 1.8033, loss: 1.8033, grad_norm: 7.2992 2020-08-16 04:39:52,897 - mmaction - INFO - Epoch [22][180/2505] lr: 3.750e-03, eta: 1 day, 17:26:13, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7922, loss_cls: 1.8197, loss: 1.8197, grad_norm: 7.2676 2020-08-16 04:40:07,978 - mmaction - INFO - Epoch [22][200/2505] lr: 3.750e-03, eta: 1 day, 17:25:58, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8115, loss_cls: 1.7275, loss: 1.7275, grad_norm: 7.0730 2020-08-16 04:40:22,899 - mmaction - INFO - Epoch [22][220/2505] lr: 3.750e-03, eta: 1 day, 17:25:42, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7990, loss_cls: 1.7847, loss: 1.7847, grad_norm: 7.2085 2020-08-16 04:40:38,493 - mmaction - INFO - Epoch [22][240/2505] lr: 3.750e-03, eta: 1 day, 17:25:29, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8352, loss: 1.8352, grad_norm: 7.2944 2020-08-16 04:40:54,739 - mmaction - INFO - Epoch [22][260/2505] lr: 3.750e-03, eta: 1 day, 17:25:18, time: 0.811, data_time: 0.004, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7911, loss_cls: 1.8796, loss: 1.8796, grad_norm: 7.3675 2020-08-16 04:41:09,587 - mmaction - INFO - Epoch [22][280/2505] lr: 3.750e-03, eta: 1 day, 17:25:02, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8135, loss_cls: 1.7312, loss: 1.7312, grad_norm: 7.1486 2020-08-16 04:41:24,255 - mmaction - INFO - Epoch [22][300/2505] lr: 3.750e-03, eta: 1 day, 17:24:45, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7586, loss: 1.7586, grad_norm: 7.1245 2020-08-16 04:41:39,700 - mmaction - INFO - Epoch [22][320/2505] lr: 3.750e-03, eta: 1 day, 17:24:32, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7865, loss_cls: 1.8556, loss: 1.8556, grad_norm: 7.2001 2020-08-16 04:41:55,072 - mmaction - INFO - Epoch [22][340/2505] lr: 3.750e-03, eta: 1 day, 17:24:18, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5474, top5_acc: 0.8042, loss_cls: 1.8197, loss: 1.8197, grad_norm: 7.2223 2020-08-16 04:42:10,204 - mmaction - INFO - Epoch [22][360/2505] lr: 3.750e-03, eta: 1 day, 17:24:03, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5495, top5_acc: 0.7937, loss_cls: 1.8548, loss: 1.8548, grad_norm: 7.3539 2020-08-16 04:42:25,471 - mmaction - INFO - Epoch [22][380/2505] lr: 3.750e-03, eta: 1 day, 17:23:48, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8010, loss_cls: 1.8006, loss: 1.8006, grad_norm: 7.2744 2020-08-16 04:42:40,686 - mmaction - INFO - Epoch [22][400/2505] lr: 3.750e-03, eta: 1 day, 17:23:34, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8005, loss_cls: 1.7892, loss: 1.7892, grad_norm: 7.0820 2020-08-16 04:42:55,725 - mmaction - INFO - Epoch [22][420/2505] lr: 3.750e-03, eta: 1 day, 17:23:18, time: 0.751, data_time: 0.002, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8099, loss_cls: 1.7279, loss: 1.7279, grad_norm: 6.9395 2020-08-16 04:43:10,759 - mmaction - INFO - Epoch [22][440/2505] lr: 3.750e-03, eta: 1 day, 17:23:03, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8115, loss_cls: 1.6867, loss: 1.6867, grad_norm: 7.0695 2020-08-16 04:43:25,571 - mmaction - INFO - Epoch [22][460/2505] lr: 3.750e-03, eta: 1 day, 17:22:47, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8073, loss_cls: 1.8171, loss: 1.8171, grad_norm: 7.2935 2020-08-16 04:43:41,908 - mmaction - INFO - Epoch [22][480/2505] lr: 3.750e-03, eta: 1 day, 17:22:36, time: 0.815, data_time: 0.004, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7922, loss_cls: 1.8477, loss: 1.8477, grad_norm: 7.2663 2020-08-16 04:43:56,501 - mmaction - INFO - Epoch [22][500/2505] lr: 3.750e-03, eta: 1 day, 17:22:20, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7833, loss_cls: 1.8355, loss: 1.8355, grad_norm: 7.3710 2020-08-16 04:44:11,842 - mmaction - INFO - Epoch [22][520/2505] lr: 3.750e-03, eta: 1 day, 17:22:05, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7974, loss: 1.7974, grad_norm: 7.2666 2020-08-16 04:44:27,252 - mmaction - INFO - Epoch [22][540/2505] lr: 3.750e-03, eta: 1 day, 17:21:52, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8005, loss_cls: 1.7875, loss: 1.7875, grad_norm: 7.2402 2020-08-16 04:44:42,435 - mmaction - INFO - Epoch [22][560/2505] lr: 3.750e-03, eta: 1 day, 17:21:37, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.5687, top5_acc: 0.8005, loss_cls: 1.8237, loss: 1.8237, grad_norm: 7.5405 2020-08-16 04:44:59,066 - mmaction - INFO - Epoch [22][580/2505] lr: 3.750e-03, eta: 1 day, 17:21:27, time: 0.834, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8026, loss_cls: 1.7461, loss: 1.7461, grad_norm: 7.1379 2020-08-16 04:45:14,018 - mmaction - INFO - Epoch [22][600/2505] lr: 3.750e-03, eta: 1 day, 17:21:12, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8115, loss_cls: 1.7158, loss: 1.7158, grad_norm: 6.9751 2020-08-16 04:45:28,247 - mmaction - INFO - Epoch [22][620/2505] lr: 3.750e-03, eta: 1 day, 17:20:54, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.7974, loss_cls: 1.7905, loss: 1.7905, grad_norm: 7.0863 2020-08-16 04:45:43,489 - mmaction - INFO - Epoch [22][640/2505] lr: 3.750e-03, eta: 1 day, 17:20:39, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8994, loss: 1.8994, grad_norm: 7.5099 2020-08-16 04:45:59,289 - mmaction - INFO - Epoch [22][660/2505] lr: 3.750e-03, eta: 1 day, 17:20:27, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.5812, top5_acc: 0.7901, loss_cls: 1.8294, loss: 1.8294, grad_norm: 7.4536 2020-08-16 04:46:14,130 - mmaction - INFO - Epoch [22][680/2505] lr: 3.750e-03, eta: 1 day, 17:20:10, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7833, loss_cls: 1.8462, loss: 1.8462, grad_norm: 7.2395 2020-08-16 04:46:29,706 - mmaction - INFO - Epoch [22][700/2505] lr: 3.750e-03, eta: 1 day, 17:19:57, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7891, loss_cls: 1.8557, loss: 1.8557, grad_norm: 7.4349 2020-08-16 04:46:45,227 - mmaction - INFO - Epoch [22][720/2505] lr: 3.750e-03, eta: 1 day, 17:19:44, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.5417, top5_acc: 0.7740, loss_cls: 1.9450, loss: 1.9450, grad_norm: 7.3765 2020-08-16 04:46:59,994 - mmaction - INFO - Epoch [22][740/2505] lr: 3.750e-03, eta: 1 day, 17:19:27, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7917, loss_cls: 1.8576, loss: 1.8576, grad_norm: 7.1891 2020-08-16 04:47:14,971 - mmaction - INFO - Epoch [22][760/2505] lr: 3.750e-03, eta: 1 day, 17:19:12, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7990, loss_cls: 1.8233, loss: 1.8233, grad_norm: 7.3147 2020-08-16 04:47:29,959 - mmaction - INFO - Epoch [22][780/2505] lr: 3.750e-03, eta: 1 day, 17:18:56, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7896, loss_cls: 1.8242, loss: 1.8242, grad_norm: 7.2443 2020-08-16 04:47:46,008 - mmaction - INFO - Epoch [22][800/2505] lr: 3.750e-03, eta: 1 day, 17:18:45, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.5542, top5_acc: 0.7797, loss_cls: 1.9103, loss: 1.9103, grad_norm: 7.6609 2020-08-16 04:48:01,242 - mmaction - INFO - Epoch [22][820/2505] lr: 3.750e-03, eta: 1 day, 17:18:30, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.7302, loss: 1.7302, grad_norm: 7.0723 2020-08-16 04:48:16,703 - mmaction - INFO - Epoch [22][840/2505] lr: 3.750e-03, eta: 1 day, 17:18:17, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7870, loss_cls: 1.8583, loss: 1.8583, grad_norm: 7.4165 2020-08-16 04:48:31,313 - mmaction - INFO - Epoch [22][860/2505] lr: 3.750e-03, eta: 1 day, 17:18:00, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7984, loss_cls: 1.8130, loss: 1.8130, grad_norm: 7.2710 2020-08-16 04:48:47,227 - mmaction - INFO - Epoch [22][880/2505] lr: 3.750e-03, eta: 1 day, 17:17:47, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8120, loss_cls: 1.7466, loss: 1.7466, grad_norm: 7.1350 2020-08-16 04:49:02,060 - mmaction - INFO - Epoch [22][900/2505] lr: 3.750e-03, eta: 1 day, 17:17:32, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7901, loss_cls: 1.8139, loss: 1.8139, grad_norm: 7.1670 2020-08-16 04:49:17,850 - mmaction - INFO - Epoch [22][920/2505] lr: 3.750e-03, eta: 1 day, 17:17:19, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7953, loss_cls: 1.7844, loss: 1.7844, grad_norm: 7.0433 2020-08-16 04:49:32,505 - mmaction - INFO - Epoch [22][940/2505] lr: 3.750e-03, eta: 1 day, 17:17:02, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8172, loss_cls: 1.6942, loss: 1.6942, grad_norm: 7.1531 2020-08-16 04:49:48,167 - mmaction - INFO - Epoch [22][960/2505] lr: 3.750e-03, eta: 1 day, 17:16:49, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8068, loss_cls: 1.7473, loss: 1.7473, grad_norm: 7.2763 2020-08-16 04:50:03,363 - mmaction - INFO - Epoch [22][980/2505] lr: 3.750e-03, eta: 1 day, 17:16:35, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8021, loss_cls: 1.7922, loss: 1.7922, grad_norm: 7.1803 2020-08-16 04:50:18,570 - mmaction - INFO - Epoch [22][1000/2505] lr: 3.750e-03, eta: 1 day, 17:16:20, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7937, loss_cls: 1.7956, loss: 1.7956, grad_norm: 7.3308 2020-08-16 04:50:33,899 - mmaction - INFO - Epoch [22][1020/2505] lr: 3.750e-03, eta: 1 day, 17:16:06, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8154, loss: 1.8154, grad_norm: 7.1837 2020-08-16 04:50:48,547 - mmaction - INFO - Epoch [22][1040/2505] lr: 3.750e-03, eta: 1 day, 17:15:49, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5568, top5_acc: 0.8052, loss_cls: 1.8140, loss: 1.8140, grad_norm: 7.2747 2020-08-16 04:51:04,200 - mmaction - INFO - Epoch [22][1060/2505] lr: 3.750e-03, eta: 1 day, 17:15:36, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7823, loss_cls: 1.8826, loss: 1.8826, grad_norm: 7.3229 2020-08-16 04:51:20,785 - mmaction - INFO - Epoch [22][1080/2505] lr: 3.750e-03, eta: 1 day, 17:15:26, time: 0.831, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8000, loss_cls: 1.7610, loss: 1.7610, grad_norm: 7.1422 2020-08-16 04:51:35,309 - mmaction - INFO - Epoch [22][1100/2505] lr: 3.750e-03, eta: 1 day, 17:15:09, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7974, loss_cls: 1.7729, loss: 1.7729, grad_norm: 7.1265 2020-08-16 04:51:50,184 - mmaction - INFO - Epoch [22][1120/2505] lr: 3.750e-03, eta: 1 day, 17:14:53, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7958, loss_cls: 1.8434, loss: 1.8434, grad_norm: 7.2228 2020-08-16 04:52:05,361 - mmaction - INFO - Epoch [22][1140/2505] lr: 3.750e-03, eta: 1 day, 17:14:39, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7911, loss_cls: 1.8190, loss: 1.8190, grad_norm: 7.2552 2020-08-16 04:52:21,053 - mmaction - INFO - Epoch [22][1160/2505] lr: 3.750e-03, eta: 1 day, 17:14:26, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.5812, top5_acc: 0.7953, loss_cls: 1.8004, loss: 1.8004, grad_norm: 7.3373 2020-08-16 04:52:35,696 - mmaction - INFO - Epoch [22][1180/2505] lr: 3.750e-03, eta: 1 day, 17:14:09, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.5620, top5_acc: 0.8021, loss_cls: 1.8334, loss: 1.8334, grad_norm: 7.5640 2020-08-16 04:52:51,393 - mmaction - INFO - Epoch [22][1200/2505] lr: 3.750e-03, eta: 1 day, 17:13:56, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8031, loss_cls: 1.7892, loss: 1.7892, grad_norm: 7.3368 2020-08-16 04:53:07,307 - mmaction - INFO - Epoch [22][1220/2505] lr: 3.750e-03, eta: 1 day, 17:13:44, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7974, loss_cls: 1.8318, loss: 1.8318, grad_norm: 7.3497 2020-08-16 04:53:22,841 - mmaction - INFO - Epoch [22][1240/2505] lr: 3.750e-03, eta: 1 day, 17:13:30, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7174, loss: 1.7174, grad_norm: 7.0492 2020-08-16 04:53:37,553 - mmaction - INFO - Epoch [22][1260/2505] lr: 3.750e-03, eta: 1 day, 17:13:14, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7865, loss_cls: 1.9118, loss: 1.9118, grad_norm: 7.3016 2020-08-16 04:53:52,533 - mmaction - INFO - Epoch [22][1280/2505] lr: 3.750e-03, eta: 1 day, 17:12:58, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7995, loss_cls: 1.8332, loss: 1.8332, grad_norm: 7.3844 2020-08-16 04:54:08,184 - mmaction - INFO - Epoch [22][1300/2505] lr: 3.750e-03, eta: 1 day, 17:12:45, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8010, loss_cls: 1.7987, loss: 1.7987, grad_norm: 7.3516 2020-08-16 04:54:23,791 - mmaction - INFO - Epoch [22][1320/2505] lr: 3.750e-03, eta: 1 day, 17:12:32, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8141, loss_cls: 1.7552, loss: 1.7552, grad_norm: 7.2782 2020-08-16 04:54:38,798 - mmaction - INFO - Epoch [22][1340/2505] lr: 3.750e-03, eta: 1 day, 17:12:17, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8073, loss_cls: 1.7501, loss: 1.7501, grad_norm: 7.3930 2020-08-16 04:54:54,062 - mmaction - INFO - Epoch [22][1360/2505] lr: 3.750e-03, eta: 1 day, 17:12:02, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.7964, loss_cls: 1.7774, loss: 1.7774, grad_norm: 7.1389 2020-08-16 04:55:08,966 - mmaction - INFO - Epoch [22][1380/2505] lr: 3.750e-03, eta: 1 day, 17:11:46, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8073, loss_cls: 1.7440, loss: 1.7440, grad_norm: 7.1109 2020-08-16 04:55:24,126 - mmaction - INFO - Epoch [22][1400/2505] lr: 3.750e-03, eta: 1 day, 17:11:32, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8005, loss_cls: 1.6992, loss: 1.6992, grad_norm: 7.0067 2020-08-16 04:55:41,402 - mmaction - INFO - Epoch [22][1420/2505] lr: 3.750e-03, eta: 1 day, 17:11:24, time: 0.862, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.8042, loss_cls: 1.7990, loss: 1.7990, grad_norm: 7.4414 2020-08-16 04:55:55,868 - mmaction - INFO - Epoch [22][1440/2505] lr: 3.750e-03, eta: 1 day, 17:11:07, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7974, loss_cls: 1.7904, loss: 1.7904, grad_norm: 7.2532 2020-08-16 04:56:11,716 - mmaction - INFO - Epoch [22][1460/2505] lr: 3.750e-03, eta: 1 day, 17:10:55, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7823, loss_cls: 1.8229, loss: 1.8229, grad_norm: 7.4300 2020-08-16 04:56:26,263 - mmaction - INFO - Epoch [22][1480/2505] lr: 3.750e-03, eta: 1 day, 17:10:38, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5687, top5_acc: 0.8099, loss_cls: 1.7728, loss: 1.7728, grad_norm: 7.2348 2020-08-16 04:56:41,391 - mmaction - INFO - Epoch [22][1500/2505] lr: 3.750e-03, eta: 1 day, 17:10:23, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7833, loss_cls: 1.8504, loss: 1.8504, grad_norm: 7.2557 2020-08-16 04:56:56,233 - mmaction - INFO - Epoch [22][1520/2505] lr: 3.750e-03, eta: 1 day, 17:10:07, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7792, loss_cls: 1.8865, loss: 1.8865, grad_norm: 7.4599 2020-08-16 04:57:12,629 - mmaction - INFO - Epoch [22][1540/2505] lr: 3.750e-03, eta: 1 day, 17:09:56, time: 0.820, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8120, loss_cls: 1.7586, loss: 1.7586, grad_norm: 7.3387 2020-08-16 04:57:27,507 - mmaction - INFO - Epoch [22][1560/2505] lr: 3.750e-03, eta: 1 day, 17:09:40, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5552, top5_acc: 0.8036, loss_cls: 1.8287, loss: 1.8287, grad_norm: 7.3956 2020-08-16 04:57:43,122 - mmaction - INFO - Epoch [22][1580/2505] lr: 3.750e-03, eta: 1 day, 17:09:27, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7891, loss_cls: 1.8037, loss: 1.8037, grad_norm: 7.2930 2020-08-16 04:57:58,641 - mmaction - INFO - Epoch [22][1600/2505] lr: 3.750e-03, eta: 1 day, 17:09:14, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8073, loss_cls: 1.7275, loss: 1.7275, grad_norm: 7.2877 2020-08-16 04:58:13,190 - mmaction - INFO - Epoch [22][1620/2505] lr: 3.750e-03, eta: 1 day, 17:08:57, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7990, loss_cls: 1.7918, loss: 1.7918, grad_norm: 7.2287 2020-08-16 04:58:28,426 - mmaction - INFO - Epoch [22][1640/2505] lr: 3.750e-03, eta: 1 day, 17:08:42, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8109, loss_cls: 1.7520, loss: 1.7520, grad_norm: 7.1826 2020-08-16 04:58:43,292 - mmaction - INFO - Epoch [22][1660/2505] lr: 3.750e-03, eta: 1 day, 17:08:26, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8125, loss_cls: 1.7954, loss: 1.7954, grad_norm: 7.1472 2020-08-16 04:58:59,146 - mmaction - INFO - Epoch [22][1680/2505] lr: 3.750e-03, eta: 1 day, 17:08:14, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8099, loss_cls: 1.7617, loss: 1.7617, grad_norm: 7.2534 2020-08-16 04:59:13,790 - mmaction - INFO - Epoch [22][1700/2505] lr: 3.750e-03, eta: 1 day, 17:07:57, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7969, loss_cls: 1.8406, loss: 1.8406, grad_norm: 7.3500 2020-08-16 04:59:29,131 - mmaction - INFO - Epoch [22][1720/2505] lr: 3.750e-03, eta: 1 day, 17:07:43, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7854, loss_cls: 1.8781, loss: 1.8781, grad_norm: 7.4040 2020-08-16 04:59:44,131 - mmaction - INFO - Epoch [22][1740/2505] lr: 3.750e-03, eta: 1 day, 17:07:27, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7995, loss_cls: 1.8008, loss: 1.8008, grad_norm: 7.1528 2020-08-16 05:00:00,047 - mmaction - INFO - Epoch [22][1760/2505] lr: 3.750e-03, eta: 1 day, 17:07:15, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7917, loss_cls: 1.8360, loss: 1.8360, grad_norm: 7.1724 2020-08-16 05:00:15,395 - mmaction - INFO - Epoch [22][1780/2505] lr: 3.750e-03, eta: 1 day, 17:07:01, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5714, top5_acc: 0.8021, loss_cls: 1.8374, loss: 1.8374, grad_norm: 7.2721 2020-08-16 05:00:31,039 - mmaction - INFO - Epoch [22][1800/2505] lr: 3.750e-03, eta: 1 day, 17:06:48, time: 0.786, data_time: 0.012, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7990, loss_cls: 1.7947, loss: 1.7947, grad_norm: 7.0674 2020-08-16 05:00:45,933 - mmaction - INFO - Epoch [22][1820/2505] lr: 3.750e-03, eta: 1 day, 17:06:32, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8063, loss_cls: 1.7381, loss: 1.7381, grad_norm: 6.9970 2020-08-16 05:01:00,948 - mmaction - INFO - Epoch [22][1840/2505] lr: 3.750e-03, eta: 1 day, 17:06:17, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7969, loss_cls: 1.8297, loss: 1.8297, grad_norm: 7.4166 2020-08-16 05:01:16,500 - mmaction - INFO - Epoch [22][1860/2505] lr: 3.750e-03, eta: 1 day, 17:06:03, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7880, loss_cls: 1.8403, loss: 1.8403, grad_norm: 7.2596 2020-08-16 05:01:31,529 - mmaction - INFO - Epoch [22][1880/2505] lr: 3.750e-03, eta: 1 day, 17:05:48, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5583, top5_acc: 0.7708, loss_cls: 1.9288, loss: 1.9288, grad_norm: 7.3692 2020-08-16 05:01:47,059 - mmaction - INFO - Epoch [22][1900/2505] lr: 3.750e-03, eta: 1 day, 17:05:34, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7948, loss_cls: 1.8643, loss: 1.8643, grad_norm: 7.5113 2020-08-16 05:02:01,776 - mmaction - INFO - Epoch [22][1920/2505] lr: 3.750e-03, eta: 1 day, 17:05:18, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7932, loss_cls: 1.8663, loss: 1.8663, grad_norm: 7.4391 2020-08-16 05:02:17,139 - mmaction - INFO - Epoch [22][1940/2505] lr: 3.750e-03, eta: 1 day, 17:05:04, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5526, top5_acc: 0.7880, loss_cls: 1.8555, loss: 1.8555, grad_norm: 7.2663 2020-08-16 05:02:32,971 - mmaction - INFO - Epoch [22][1960/2505] lr: 3.750e-03, eta: 1 day, 17:04:51, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7849, loss_cls: 1.8796, loss: 1.8796, grad_norm: 7.3986 2020-08-16 05:02:47,788 - mmaction - INFO - Epoch [22][1980/2505] lr: 3.750e-03, eta: 1 day, 17:04:35, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8083, loss_cls: 1.7356, loss: 1.7356, grad_norm: 7.1478 2020-08-16 05:03:03,597 - mmaction - INFO - Epoch [22][2000/2505] lr: 3.750e-03, eta: 1 day, 17:04:23, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7948, loss_cls: 1.8828, loss: 1.8828, grad_norm: 7.3690 2020-08-16 05:03:18,594 - mmaction - INFO - Epoch [22][2020/2505] lr: 3.750e-03, eta: 1 day, 17:04:07, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8063, loss_cls: 1.7658, loss: 1.7658, grad_norm: 7.0718 2020-08-16 05:03:34,321 - mmaction - INFO - Epoch [22][2040/2505] lr: 3.750e-03, eta: 1 day, 17:03:54, time: 0.787, data_time: 0.008, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8161, loss_cls: 1.7671, loss: 1.7671, grad_norm: 7.1430 2020-08-16 05:03:49,462 - mmaction - INFO - Epoch [22][2060/2505] lr: 3.750e-03, eta: 1 day, 17:03:39, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8073, loss_cls: 1.7751, loss: 1.7751, grad_norm: 7.1455 2020-08-16 05:04:04,688 - mmaction - INFO - Epoch [22][2080/2505] lr: 3.750e-03, eta: 1 day, 17:03:25, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7995, loss_cls: 1.7857, loss: 1.7857, grad_norm: 7.2915 2020-08-16 05:04:20,655 - mmaction - INFO - Epoch [22][2100/2505] lr: 3.750e-03, eta: 1 day, 17:03:13, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8156, loss_cls: 1.7421, loss: 1.7421, grad_norm: 7.0903 2020-08-16 05:04:36,393 - mmaction - INFO - Epoch [22][2120/2505] lr: 3.750e-03, eta: 1 day, 17:03:00, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7964, loss_cls: 1.8037, loss: 1.8037, grad_norm: 7.1354 2020-08-16 05:04:51,744 - mmaction - INFO - Epoch [22][2140/2505] lr: 3.750e-03, eta: 1 day, 17:02:46, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8500, loss: 1.8500, grad_norm: 7.3533 2020-08-16 05:05:06,644 - mmaction - INFO - Epoch [22][2160/2505] lr: 3.750e-03, eta: 1 day, 17:02:30, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7821, loss: 1.7821, grad_norm: 7.2212 2020-08-16 05:05:22,892 - mmaction - INFO - Epoch [22][2180/2505] lr: 3.750e-03, eta: 1 day, 17:02:19, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8052, loss_cls: 1.7603, loss: 1.7603, grad_norm: 7.3538 2020-08-16 05:05:38,556 - mmaction - INFO - Epoch [22][2200/2505] lr: 3.750e-03, eta: 1 day, 17:02:06, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7870, loss_cls: 1.8618, loss: 1.8618, grad_norm: 7.3977 2020-08-16 05:05:54,507 - mmaction - INFO - Epoch [22][2220/2505] lr: 3.750e-03, eta: 1 day, 17:01:54, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7906, loss_cls: 1.8341, loss: 1.8341, grad_norm: 7.4230 2020-08-16 05:06:08,784 - mmaction - INFO - Epoch [22][2240/2505] lr: 3.750e-03, eta: 1 day, 17:01:36, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8104, loss_cls: 1.7117, loss: 1.7117, grad_norm: 6.9484 2020-08-16 05:06:23,787 - mmaction - INFO - Epoch [22][2260/2505] lr: 3.750e-03, eta: 1 day, 17:01:21, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.8047, loss_cls: 1.7958, loss: 1.7958, grad_norm: 7.2857 2020-08-16 05:06:39,650 - mmaction - INFO - Epoch [22][2280/2505] lr: 3.750e-03, eta: 1 day, 17:01:08, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8000, loss_cls: 1.7723, loss: 1.7723, grad_norm: 6.9583 2020-08-16 05:06:54,848 - mmaction - INFO - Epoch [22][2300/2505] lr: 3.750e-03, eta: 1 day, 17:00:53, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7663, loss: 1.7663, grad_norm: 7.0581 2020-08-16 05:07:10,279 - mmaction - INFO - Epoch [22][2320/2505] lr: 3.750e-03, eta: 1 day, 17:00:39, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7807, loss_cls: 1.8888, loss: 1.8888, grad_norm: 7.3507 2020-08-16 05:07:25,320 - mmaction - INFO - Epoch [22][2340/2505] lr: 3.750e-03, eta: 1 day, 17:00:24, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8120, loss_cls: 1.7682, loss: 1.7682, grad_norm: 7.0799 2020-08-16 05:07:40,348 - mmaction - INFO - Epoch [22][2360/2505] lr: 3.750e-03, eta: 1 day, 17:00:09, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7911, loss_cls: 1.8658, loss: 1.8658, grad_norm: 7.2385 2020-08-16 05:07:56,578 - mmaction - INFO - Epoch [22][2380/2505] lr: 3.750e-03, eta: 1 day, 16:59:58, time: 0.812, data_time: 0.007, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8052, loss_cls: 1.7707, loss: 1.7707, grad_norm: 7.1303 2020-08-16 05:08:11,557 - mmaction - INFO - Epoch [22][2400/2505] lr: 3.750e-03, eta: 1 day, 16:59:42, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7990, loss_cls: 1.7753, loss: 1.7753, grad_norm: 7.1606 2020-08-16 05:08:26,350 - mmaction - INFO - Epoch [22][2420/2505] lr: 3.750e-03, eta: 1 day, 16:59:26, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7953, loss_cls: 1.8261, loss: 1.8261, grad_norm: 7.4062 2020-08-16 05:08:42,576 - mmaction - INFO - Epoch [22][2440/2505] lr: 3.750e-03, eta: 1 day, 16:59:15, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7906, loss_cls: 1.8175, loss: 1.8175, grad_norm: 7.3971 2020-08-16 05:08:58,130 - mmaction - INFO - Epoch [22][2460/2505] lr: 3.750e-03, eta: 1 day, 16:59:01, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8047, loss_cls: 1.7676, loss: 1.7676, grad_norm: 7.3055 2020-08-16 05:09:13,166 - mmaction - INFO - Epoch [22][2480/2505] lr: 3.750e-03, eta: 1 day, 16:58:46, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8057, loss_cls: 1.7980, loss: 1.7980, grad_norm: 7.5040 2020-08-16 05:09:28,350 - mmaction - INFO - Epoch [22][2500/2505] lr: 3.750e-03, eta: 1 day, 16:58:31, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5552, top5_acc: 0.7922, loss_cls: 1.8938, loss: 1.8938, grad_norm: 7.5014 2020-08-16 05:09:32,139 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-08-16 05:09:53,754 - mmaction - INFO - Epoch [23][20/2505] lr: 3.750e-03, eta: 1 day, 16:58:20, time: 1.055, data_time: 0.424, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7984, loss_cls: 1.8424, loss: 1.8424, grad_norm: 7.3464 2020-08-16 05:10:08,311 - mmaction - INFO - Epoch [23][40/2505] lr: 3.750e-03, eta: 1 day, 16:58:04, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8042, loss_cls: 1.7753, loss: 1.7753, grad_norm: 7.0754 2020-08-16 05:10:23,436 - mmaction - INFO - Epoch [23][60/2505] lr: 3.750e-03, eta: 1 day, 16:57:48, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8031, loss_cls: 1.7589, loss: 1.7589, grad_norm: 7.1498 2020-08-16 05:10:38,889 - mmaction - INFO - Epoch [23][80/2505] lr: 3.750e-03, eta: 1 day, 16:57:35, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7969, loss_cls: 1.8306, loss: 1.8306, grad_norm: 7.2712 2020-08-16 05:10:53,558 - mmaction - INFO - Epoch [23][100/2505] lr: 3.750e-03, eta: 1 day, 16:57:18, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8047, loss_cls: 1.7786, loss: 1.7786, grad_norm: 7.2166 2020-08-16 05:11:08,705 - mmaction - INFO - Epoch [23][120/2505] lr: 3.750e-03, eta: 1 day, 16:57:03, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8224, loss_cls: 1.7617, loss: 1.7617, grad_norm: 7.3262 2020-08-16 05:11:23,844 - mmaction - INFO - Epoch [23][140/2505] lr: 3.750e-03, eta: 1 day, 16:56:48, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.8055, loss: 1.8055, grad_norm: 7.2695 2020-08-16 05:11:39,476 - mmaction - INFO - Epoch [23][160/2505] lr: 3.750e-03, eta: 1 day, 16:56:35, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8042, loss_cls: 1.7697, loss: 1.7697, grad_norm: 7.1404 2020-08-16 05:11:55,351 - mmaction - INFO - Epoch [23][180/2505] lr: 3.750e-03, eta: 1 day, 16:56:22, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8161, loss_cls: 1.6885, loss: 1.6885, grad_norm: 7.0784 2020-08-16 05:12:09,833 - mmaction - INFO - Epoch [23][200/2505] lr: 3.750e-03, eta: 1 day, 16:56:05, time: 0.728, data_time: 0.008, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8151, loss_cls: 1.7188, loss: 1.7188, grad_norm: 7.1387 2020-08-16 05:12:25,108 - mmaction - INFO - Epoch [23][220/2505] lr: 3.750e-03, eta: 1 day, 16:55:51, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7911, loss_cls: 1.8187, loss: 1.8187, grad_norm: 7.3578 2020-08-16 05:12:40,858 - mmaction - INFO - Epoch [23][240/2505] lr: 3.750e-03, eta: 1 day, 16:55:38, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8036, loss_cls: 1.7642, loss: 1.7642, grad_norm: 7.2006 2020-08-16 05:12:56,191 - mmaction - INFO - Epoch [23][260/2505] lr: 3.750e-03, eta: 1 day, 16:55:24, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8120, loss_cls: 1.7286, loss: 1.7286, grad_norm: 7.1202 2020-08-16 05:13:11,051 - mmaction - INFO - Epoch [23][280/2505] lr: 3.750e-03, eta: 1 day, 16:55:08, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8141, loss_cls: 1.7793, loss: 1.7793, grad_norm: 7.5147 2020-08-16 05:13:26,130 - mmaction - INFO - Epoch [23][300/2505] lr: 3.750e-03, eta: 1 day, 16:54:53, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7964, loss_cls: 1.7905, loss: 1.7905, grad_norm: 7.2395 2020-08-16 05:13:41,286 - mmaction - INFO - Epoch [23][320/2505] lr: 3.750e-03, eta: 1 day, 16:54:38, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8073, loss_cls: 1.7466, loss: 1.7466, grad_norm: 7.1132 2020-08-16 05:13:56,177 - mmaction - INFO - Epoch [23][340/2505] lr: 3.750e-03, eta: 1 day, 16:54:22, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7990, loss_cls: 1.8066, loss: 1.8066, grad_norm: 7.2116 2020-08-16 05:14:10,873 - mmaction - INFO - Epoch [23][360/2505] lr: 3.750e-03, eta: 1 day, 16:54:05, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.7979, loss_cls: 1.8142, loss: 1.8142, grad_norm: 7.3092 2020-08-16 05:14:28,235 - mmaction - INFO - Epoch [23][380/2505] lr: 3.750e-03, eta: 1 day, 16:53:58, time: 0.867, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7880, loss_cls: 1.8536, loss: 1.8536, grad_norm: 7.2165 2020-08-16 05:14:42,205 - mmaction - INFO - Epoch [23][400/2505] lr: 3.750e-03, eta: 1 day, 16:53:39, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8083, loss_cls: 1.7468, loss: 1.7468, grad_norm: 7.0601 2020-08-16 05:14:57,303 - mmaction - INFO - Epoch [23][420/2505] lr: 3.750e-03, eta: 1 day, 16:53:24, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8120, loss_cls: 1.7162, loss: 1.7162, grad_norm: 7.1372 2020-08-16 05:15:12,701 - mmaction - INFO - Epoch [23][440/2505] lr: 3.750e-03, eta: 1 day, 16:53:10, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8068, loss_cls: 1.7508, loss: 1.7508, grad_norm: 7.1185 2020-08-16 05:15:27,648 - mmaction - INFO - Epoch [23][460/2505] lr: 3.750e-03, eta: 1 day, 16:52:54, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7953, loss_cls: 1.7983, loss: 1.7983, grad_norm: 7.2470 2020-08-16 05:15:43,146 - mmaction - INFO - Epoch [23][480/2505] lr: 3.750e-03, eta: 1 day, 16:52:41, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7958, loss_cls: 1.8313, loss: 1.8313, grad_norm: 7.1395 2020-08-16 05:15:58,275 - mmaction - INFO - Epoch [23][500/2505] lr: 3.750e-03, eta: 1 day, 16:52:26, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8068, loss_cls: 1.7612, loss: 1.7612, grad_norm: 7.2368 2020-08-16 05:16:14,387 - mmaction - INFO - Epoch [23][520/2505] lr: 3.750e-03, eta: 1 day, 16:52:14, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.7984, loss_cls: 1.7732, loss: 1.7732, grad_norm: 7.2733 2020-08-16 05:16:29,425 - mmaction - INFO - Epoch [23][540/2505] lr: 3.750e-03, eta: 1 day, 16:51:59, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7990, loss_cls: 1.8301, loss: 1.8301, grad_norm: 7.3303 2020-08-16 05:16:44,167 - mmaction - INFO - Epoch [23][560/2505] lr: 3.750e-03, eta: 1 day, 16:51:42, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7901, loss_cls: 1.8555, loss: 1.8555, grad_norm: 7.0947 2020-08-16 05:16:59,447 - mmaction - INFO - Epoch [23][580/2505] lr: 3.750e-03, eta: 1 day, 16:51:28, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8005, loss_cls: 1.7821, loss: 1.7821, grad_norm: 7.2557 2020-08-16 05:17:14,868 - mmaction - INFO - Epoch [23][600/2505] lr: 3.750e-03, eta: 1 day, 16:51:14, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.5646, top5_acc: 0.8026, loss_cls: 1.8334, loss: 1.8334, grad_norm: 7.3604 2020-08-16 05:17:30,147 - mmaction - INFO - Epoch [23][620/2505] lr: 3.750e-03, eta: 1 day, 16:50:59, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.7489, loss: 1.7489, grad_norm: 7.0833 2020-08-16 05:17:45,672 - mmaction - INFO - Epoch [23][640/2505] lr: 3.750e-03, eta: 1 day, 16:50:46, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7990, loss_cls: 1.7941, loss: 1.7941, grad_norm: 7.2956 2020-08-16 05:18:00,641 - mmaction - INFO - Epoch [23][660/2505] lr: 3.750e-03, eta: 1 day, 16:50:30, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8177, loss_cls: 1.6914, loss: 1.6914, grad_norm: 6.9679 2020-08-16 05:18:16,590 - mmaction - INFO - Epoch [23][680/2505] lr: 3.750e-03, eta: 1 day, 16:50:18, time: 0.798, data_time: 0.007, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8047, loss_cls: 1.7267, loss: 1.7267, grad_norm: 7.1021 2020-08-16 05:18:31,725 - mmaction - INFO - Epoch [23][700/2505] lr: 3.750e-03, eta: 1 day, 16:50:03, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8062, loss_cls: 1.7593, loss: 1.7593, grad_norm: 7.1068 2020-08-16 05:18:46,818 - mmaction - INFO - Epoch [23][720/2505] lr: 3.750e-03, eta: 1 day, 16:49:48, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7760, loss_cls: 1.8748, loss: 1.8748, grad_norm: 7.3538 2020-08-16 05:19:01,601 - mmaction - INFO - Epoch [23][740/2505] lr: 3.750e-03, eta: 1 day, 16:49:32, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.7958, loss_cls: 1.7800, loss: 1.7800, grad_norm: 7.0208 2020-08-16 05:19:16,689 - mmaction - INFO - Epoch [23][760/2505] lr: 3.750e-03, eta: 1 day, 16:49:17, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8073, loss_cls: 1.7314, loss: 1.7314, grad_norm: 7.0466 2020-08-16 05:19:31,685 - mmaction - INFO - Epoch [23][780/2505] lr: 3.750e-03, eta: 1 day, 16:49:01, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.7395, loss: 1.7395, grad_norm: 7.3447 2020-08-16 05:19:46,546 - mmaction - INFO - Epoch [23][800/2505] lr: 3.750e-03, eta: 1 day, 16:48:45, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7996, loss: 1.7996, grad_norm: 7.1001 2020-08-16 05:20:01,556 - mmaction - INFO - Epoch [23][820/2505] lr: 3.750e-03, eta: 1 day, 16:48:30, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7917, loss_cls: 1.7800, loss: 1.7800, grad_norm: 7.2098 2020-08-16 05:20:17,809 - mmaction - INFO - Epoch [23][840/2505] lr: 3.750e-03, eta: 1 day, 16:48:19, time: 0.814, data_time: 0.004, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7974, loss_cls: 1.7862, loss: 1.7862, grad_norm: 7.2711 2020-08-16 05:20:32,659 - mmaction - INFO - Epoch [23][860/2505] lr: 3.750e-03, eta: 1 day, 16:48:03, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.7979, loss_cls: 1.7473, loss: 1.7473, grad_norm: 6.9981 2020-08-16 05:20:47,290 - mmaction - INFO - Epoch [23][880/2505] lr: 3.750e-03, eta: 1 day, 16:47:46, time: 0.732, data_time: 0.003, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8036, loss_cls: 1.7084, loss: 1.7084, grad_norm: 7.0389 2020-08-16 05:21:03,265 - mmaction - INFO - Epoch [23][900/2505] lr: 3.750e-03, eta: 1 day, 16:47:34, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8104, loss_cls: 1.7432, loss: 1.7432, grad_norm: 7.1473 2020-08-16 05:21:18,518 - mmaction - INFO - Epoch [23][920/2505] lr: 3.750e-03, eta: 1 day, 16:47:19, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7943, loss_cls: 1.7898, loss: 1.7898, grad_norm: 7.3048 2020-08-16 05:21:33,447 - mmaction - INFO - Epoch [23][940/2505] lr: 3.750e-03, eta: 1 day, 16:47:04, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8161, loss_cls: 1.7146, loss: 1.7146, grad_norm: 6.9314 2020-08-16 05:21:48,436 - mmaction - INFO - Epoch [23][960/2505] lr: 3.750e-03, eta: 1 day, 16:46:48, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5745, top5_acc: 0.7953, loss_cls: 1.8239, loss: 1.8239, grad_norm: 7.5204 2020-08-16 05:22:04,680 - mmaction - INFO - Epoch [23][980/2505] lr: 3.750e-03, eta: 1 day, 16:46:37, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7953, loss_cls: 1.8243, loss: 1.8243, grad_norm: 7.1188 2020-08-16 05:22:20,888 - mmaction - INFO - Epoch [23][1000/2505] lr: 3.750e-03, eta: 1 day, 16:46:26, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8068, loss_cls: 1.7433, loss: 1.7433, grad_norm: 7.1897 2020-08-16 05:22:35,298 - mmaction - INFO - Epoch [23][1020/2505] lr: 3.750e-03, eta: 1 day, 16:46:08, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8052, loss_cls: 1.7960, loss: 1.7960, grad_norm: 7.4079 2020-08-16 05:22:51,563 - mmaction - INFO - Epoch [23][1040/2505] lr: 3.750e-03, eta: 1 day, 16:45:57, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7922, loss_cls: 1.8214, loss: 1.8214, grad_norm: 7.4134 2020-08-16 05:23:05,542 - mmaction - INFO - Epoch [23][1060/2505] lr: 3.750e-03, eta: 1 day, 16:45:38, time: 0.699, data_time: 0.002, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8083, loss_cls: 1.7454, loss: 1.7454, grad_norm: 7.2048 2020-08-16 05:23:21,746 - mmaction - INFO - Epoch [23][1080/2505] lr: 3.750e-03, eta: 1 day, 16:45:27, time: 0.807, data_time: 0.004, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7979, loss_cls: 1.7838, loss: 1.7838, grad_norm: 7.1607 2020-08-16 05:23:36,164 - mmaction - INFO - Epoch [23][1100/2505] lr: 3.750e-03, eta: 1 day, 16:45:09, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7786, loss_cls: 1.8738, loss: 1.8738, grad_norm: 7.4729 2020-08-16 05:23:51,040 - mmaction - INFO - Epoch [23][1120/2505] lr: 3.750e-03, eta: 1 day, 16:44:53, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8021, loss_cls: 1.7481, loss: 1.7481, grad_norm: 7.2845 2020-08-16 05:24:06,639 - mmaction - INFO - Epoch [23][1140/2505] lr: 3.750e-03, eta: 1 day, 16:44:40, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8115, loss_cls: 1.7346, loss: 1.7346, grad_norm: 6.9130 2020-08-16 05:24:22,376 - mmaction - INFO - Epoch [23][1160/2505] lr: 3.750e-03, eta: 1 day, 16:44:27, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8341, loss: 1.8341, grad_norm: 7.2326 2020-08-16 05:24:37,432 - mmaction - INFO - Epoch [23][1180/2505] lr: 3.750e-03, eta: 1 day, 16:44:12, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7932, loss_cls: 1.8041, loss: 1.8041, grad_norm: 7.4721 2020-08-16 05:24:53,124 - mmaction - INFO - Epoch [23][1200/2505] lr: 3.750e-03, eta: 1 day, 16:43:59, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8115, loss_cls: 1.7316, loss: 1.7316, grad_norm: 7.2201 2020-08-16 05:25:07,778 - mmaction - INFO - Epoch [23][1220/2505] lr: 3.750e-03, eta: 1 day, 16:43:42, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7880, loss_cls: 1.8426, loss: 1.8426, grad_norm: 7.4215 2020-08-16 05:25:22,888 - mmaction - INFO - Epoch [23][1240/2505] lr: 3.750e-03, eta: 1 day, 16:43:27, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7969, loss_cls: 1.8025, loss: 1.8025, grad_norm: 7.1695 2020-08-16 05:25:38,043 - mmaction - INFO - Epoch [23][1260/2505] lr: 3.750e-03, eta: 1 day, 16:43:12, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8026, loss_cls: 1.7727, loss: 1.7727, grad_norm: 7.1210 2020-08-16 05:25:53,972 - mmaction - INFO - Epoch [23][1280/2505] lr: 3.750e-03, eta: 1 day, 16:43:00, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8047, loss_cls: 1.7682, loss: 1.7682, grad_norm: 7.0953 2020-08-16 05:26:08,769 - mmaction - INFO - Epoch [23][1300/2505] lr: 3.750e-03, eta: 1 day, 16:42:44, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8042, loss_cls: 1.7461, loss: 1.7461, grad_norm: 7.1932 2020-08-16 05:26:24,127 - mmaction - INFO - Epoch [23][1320/2505] lr: 3.750e-03, eta: 1 day, 16:42:29, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7885, loss_cls: 1.8277, loss: 1.8277, grad_norm: 7.3407 2020-08-16 05:26:39,894 - mmaction - INFO - Epoch [23][1340/2505] lr: 3.750e-03, eta: 1 day, 16:42:17, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8021, loss_cls: 1.7816, loss: 1.7816, grad_norm: 7.1904 2020-08-16 05:26:54,749 - mmaction - INFO - Epoch [23][1360/2505] lr: 3.750e-03, eta: 1 day, 16:42:01, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8005, loss_cls: 1.7836, loss: 1.7836, grad_norm: 7.3608 2020-08-16 05:27:10,451 - mmaction - INFO - Epoch [23][1380/2505] lr: 3.750e-03, eta: 1 day, 16:41:48, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7870, loss_cls: 1.8001, loss: 1.8001, grad_norm: 7.3083 2020-08-16 05:27:26,461 - mmaction - INFO - Epoch [23][1400/2505] lr: 3.750e-03, eta: 1 day, 16:41:36, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8005, loss_cls: 1.7848, loss: 1.7848, grad_norm: 7.3014 2020-08-16 05:27:41,389 - mmaction - INFO - Epoch [23][1420/2505] lr: 3.750e-03, eta: 1 day, 16:41:20, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7990, loss_cls: 1.7800, loss: 1.7800, grad_norm: 7.1632 2020-08-16 05:27:56,340 - mmaction - INFO - Epoch [23][1440/2505] lr: 3.750e-03, eta: 1 day, 16:41:04, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7979, loss_cls: 1.7816, loss: 1.7816, grad_norm: 7.1421 2020-08-16 05:28:11,590 - mmaction - INFO - Epoch [23][1460/2505] lr: 3.750e-03, eta: 1 day, 16:40:50, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.7984, loss_cls: 1.7881, loss: 1.7881, grad_norm: 7.0774 2020-08-16 05:28:28,329 - mmaction - INFO - Epoch [23][1480/2505] lr: 3.750e-03, eta: 1 day, 16:40:40, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.8021, loss_cls: 1.7987, loss: 1.7987, grad_norm: 7.1990 2020-08-16 05:28:43,542 - mmaction - INFO - Epoch [23][1500/2505] lr: 3.750e-03, eta: 1 day, 16:40:26, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8016, loss_cls: 1.7681, loss: 1.7681, grad_norm: 7.2576 2020-08-16 05:28:59,141 - mmaction - INFO - Epoch [23][1520/2505] lr: 3.750e-03, eta: 1 day, 16:40:12, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7964, loss_cls: 1.8053, loss: 1.8053, grad_norm: 7.4423 2020-08-16 05:29:13,966 - mmaction - INFO - Epoch [23][1540/2505] lr: 3.750e-03, eta: 1 day, 16:39:56, time: 0.742, data_time: 0.003, memory: 8343, top1_acc: 0.5667, top5_acc: 0.8073, loss_cls: 1.7866, loss: 1.7866, grad_norm: 7.3458 2020-08-16 05:29:29,632 - mmaction - INFO - Epoch [23][1560/2505] lr: 3.750e-03, eta: 1 day, 16:39:43, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.8245, loss: 1.8245, grad_norm: 7.3253 2020-08-16 05:29:45,049 - mmaction - INFO - Epoch [23][1580/2505] lr: 3.750e-03, eta: 1 day, 16:39:29, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8042, loss_cls: 1.7719, loss: 1.7719, grad_norm: 7.3061 2020-08-16 05:29:59,973 - mmaction - INFO - Epoch [23][1600/2505] lr: 3.750e-03, eta: 1 day, 16:39:13, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8120, loss_cls: 1.6862, loss: 1.6862, grad_norm: 6.9347 2020-08-16 05:30:15,648 - mmaction - INFO - Epoch [23][1620/2505] lr: 3.750e-03, eta: 1 day, 16:39:00, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8021, loss_cls: 1.7878, loss: 1.7878, grad_norm: 7.1532 2020-08-16 05:30:30,676 - mmaction - INFO - Epoch [23][1640/2505] lr: 3.750e-03, eta: 1 day, 16:38:45, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.5682, top5_acc: 0.8078, loss_cls: 1.7894, loss: 1.7894, grad_norm: 7.1628 2020-08-16 05:30:45,596 - mmaction - INFO - Epoch [23][1660/2505] lr: 3.750e-03, eta: 1 day, 16:38:29, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7964, loss_cls: 1.8155, loss: 1.8155, grad_norm: 7.2761 2020-08-16 05:31:01,534 - mmaction - INFO - Epoch [23][1680/2505] lr: 3.750e-03, eta: 1 day, 16:38:17, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8026, loss_cls: 1.7829, loss: 1.7829, grad_norm: 7.3259 2020-08-16 05:31:17,594 - mmaction - INFO - Epoch [23][1700/2505] lr: 3.750e-03, eta: 1 day, 16:38:05, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.8352, loss: 1.8352, grad_norm: 7.2707 2020-08-16 05:31:33,476 - mmaction - INFO - Epoch [23][1720/2505] lr: 3.750e-03, eta: 1 day, 16:37:52, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7932, loss_cls: 1.8412, loss: 1.8412, grad_norm: 7.1241 2020-08-16 05:31:47,522 - mmaction - INFO - Epoch [23][1740/2505] lr: 3.750e-03, eta: 1 day, 16:37:34, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7948, loss_cls: 1.8148, loss: 1.8148, grad_norm: 7.2393 2020-08-16 05:32:03,947 - mmaction - INFO - Epoch [23][1760/2505] lr: 3.750e-03, eta: 1 day, 16:37:23, time: 0.821, data_time: 0.002, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7901, loss_cls: 1.8161, loss: 1.8161, grad_norm: 7.2957 2020-08-16 05:32:18,606 - mmaction - INFO - Epoch [23][1780/2505] lr: 3.750e-03, eta: 1 day, 16:37:06, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8146, loss_cls: 1.7317, loss: 1.7317, grad_norm: 7.0379 2020-08-16 05:32:34,000 - mmaction - INFO - Epoch [23][1800/2505] lr: 3.750e-03, eta: 1 day, 16:36:52, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7958, loss_cls: 1.8042, loss: 1.8042, grad_norm: 7.4618 2020-08-16 05:32:48,868 - mmaction - INFO - Epoch [23][1820/2505] lr: 3.750e-03, eta: 1 day, 16:36:36, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7943, loss_cls: 1.8317, loss: 1.8317, grad_norm: 7.3736 2020-08-16 05:33:05,877 - mmaction - INFO - Epoch [23][1840/2505] lr: 3.750e-03, eta: 1 day, 16:36:28, time: 0.847, data_time: 0.004, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7932, loss_cls: 1.8298, loss: 1.8298, grad_norm: 7.3678 2020-08-16 05:33:21,053 - mmaction - INFO - Epoch [23][1860/2505] lr: 3.750e-03, eta: 1 day, 16:36:13, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7952, loss: 1.7952, grad_norm: 7.1954 2020-08-16 05:33:35,992 - mmaction - INFO - Epoch [23][1880/2505] lr: 3.750e-03, eta: 1 day, 16:35:57, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7906, loss_cls: 1.7981, loss: 1.7981, grad_norm: 7.2244 2020-08-16 05:33:51,853 - mmaction - INFO - Epoch [23][1900/2505] lr: 3.750e-03, eta: 1 day, 16:35:45, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7995, loss_cls: 1.8348, loss: 1.8348, grad_norm: 7.5322 2020-08-16 05:34:06,949 - mmaction - INFO - Epoch [23][1920/2505] lr: 3.750e-03, eta: 1 day, 16:35:30, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7927, loss_cls: 1.8225, loss: 1.8225, grad_norm: 7.0179 2020-08-16 05:34:22,777 - mmaction - INFO - Epoch [23][1940/2505] lr: 3.750e-03, eta: 1 day, 16:35:17, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7922, loss_cls: 1.8572, loss: 1.8572, grad_norm: 7.6447 2020-08-16 05:34:37,637 - mmaction - INFO - Epoch [23][1960/2505] lr: 3.750e-03, eta: 1 day, 16:35:01, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7995, loss_cls: 1.7275, loss: 1.7275, grad_norm: 7.0863 2020-08-16 05:34:52,769 - mmaction - INFO - Epoch [23][1980/2505] lr: 3.750e-03, eta: 1 day, 16:34:46, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7917, loss_cls: 1.8577, loss: 1.8577, grad_norm: 7.3358 2020-08-16 05:35:08,249 - mmaction - INFO - Epoch [23][2000/2505] lr: 3.750e-03, eta: 1 day, 16:34:32, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.8042, loss_cls: 1.8208, loss: 1.8208, grad_norm: 7.3721 2020-08-16 05:35:23,503 - mmaction - INFO - Epoch [23][2020/2505] lr: 3.750e-03, eta: 1 day, 16:34:17, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8441, loss: 1.8441, grad_norm: 7.2925 2020-08-16 05:35:39,583 - mmaction - INFO - Epoch [23][2040/2505] lr: 3.750e-03, eta: 1 day, 16:34:06, time: 0.806, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8042, loss_cls: 1.7633, loss: 1.7633, grad_norm: 7.0284 2020-08-16 05:35:54,876 - mmaction - INFO - Epoch [23][2060/2505] lr: 3.750e-03, eta: 1 day, 16:33:51, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7896, loss_cls: 1.8082, loss: 1.8082, grad_norm: 7.1420 2020-08-16 05:36:09,732 - mmaction - INFO - Epoch [23][2080/2505] lr: 3.750e-03, eta: 1 day, 16:33:35, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8099, loss_cls: 1.7244, loss: 1.7244, grad_norm: 7.0329 2020-08-16 05:36:25,007 - mmaction - INFO - Epoch [23][2100/2505] lr: 3.750e-03, eta: 1 day, 16:33:21, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7764, loss: 1.7764, grad_norm: 7.3761 2020-08-16 05:36:41,275 - mmaction - INFO - Epoch [23][2120/2505] lr: 3.750e-03, eta: 1 day, 16:33:09, time: 0.811, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8010, loss_cls: 1.7808, loss: 1.7808, grad_norm: 7.2581 2020-08-16 05:36:55,940 - mmaction - INFO - Epoch [23][2140/2505] lr: 3.750e-03, eta: 1 day, 16:32:53, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7865, loss_cls: 1.8065, loss: 1.8065, grad_norm: 7.0887 2020-08-16 05:37:11,448 - mmaction - INFO - Epoch [23][2160/2505] lr: 3.750e-03, eta: 1 day, 16:32:39, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8026, loss_cls: 1.7392, loss: 1.7392, grad_norm: 7.3712 2020-08-16 05:37:26,350 - mmaction - INFO - Epoch [23][2180/2505] lr: 3.750e-03, eta: 1 day, 16:32:23, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8099, loss_cls: 1.7334, loss: 1.7334, grad_norm: 7.3052 2020-08-16 05:37:41,822 - mmaction - INFO - Epoch [23][2200/2505] lr: 3.750e-03, eta: 1 day, 16:32:09, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8010, loss_cls: 1.8220, loss: 1.8220, grad_norm: 7.3658 2020-08-16 05:37:57,155 - mmaction - INFO - Epoch [23][2220/2505] lr: 3.750e-03, eta: 1 day, 16:31:55, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7880, loss_cls: 1.9099, loss: 1.9099, grad_norm: 7.3534 2020-08-16 05:38:12,405 - mmaction - INFO - Epoch [23][2240/2505] lr: 3.750e-03, eta: 1 day, 16:31:40, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8042, loss_cls: 1.8008, loss: 1.8008, grad_norm: 7.2803 2020-08-16 05:38:27,740 - mmaction - INFO - Epoch [23][2260/2505] lr: 3.750e-03, eta: 1 day, 16:31:26, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7995, loss_cls: 1.7814, loss: 1.7814, grad_norm: 7.2219 2020-08-16 05:38:43,110 - mmaction - INFO - Epoch [23][2280/2505] lr: 3.750e-03, eta: 1 day, 16:31:12, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8120, loss_cls: 1.7821, loss: 1.7821, grad_norm: 7.3407 2020-08-16 05:38:58,129 - mmaction - INFO - Epoch [23][2300/2505] lr: 3.750e-03, eta: 1 day, 16:30:57, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8068, loss_cls: 1.7931, loss: 1.7931, grad_norm: 7.3596 2020-08-16 05:39:13,681 - mmaction - INFO - Epoch [23][2320/2505] lr: 3.750e-03, eta: 1 day, 16:30:43, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8026, loss_cls: 1.8030, loss: 1.8030, grad_norm: 7.1138 2020-08-16 05:39:28,579 - mmaction - INFO - Epoch [23][2340/2505] lr: 3.750e-03, eta: 1 day, 16:30:27, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7655, loss: 1.7655, grad_norm: 7.4592 2020-08-16 05:39:44,142 - mmaction - INFO - Epoch [23][2360/2505] lr: 3.750e-03, eta: 1 day, 16:30:13, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7828, loss_cls: 1.8350, loss: 1.8350, grad_norm: 7.3834 2020-08-16 05:39:59,220 - mmaction - INFO - Epoch [23][2380/2505] lr: 3.750e-03, eta: 1 day, 16:29:58, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.8035, loss: 1.8035, grad_norm: 7.3064 2020-08-16 05:40:14,620 - mmaction - INFO - Epoch [23][2400/2505] lr: 3.750e-03, eta: 1 day, 16:29:44, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7958, loss_cls: 1.8509, loss: 1.8509, grad_norm: 7.4876 2020-08-16 05:40:30,699 - mmaction - INFO - Epoch [23][2420/2505] lr: 3.750e-03, eta: 1 day, 16:29:32, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7990, loss_cls: 1.7938, loss: 1.7938, grad_norm: 7.3079 2020-08-16 05:40:45,419 - mmaction - INFO - Epoch [23][2440/2505] lr: 3.750e-03, eta: 1 day, 16:29:16, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7673, loss: 1.7673, grad_norm: 7.2603 2020-08-16 05:41:01,094 - mmaction - INFO - Epoch [23][2460/2505] lr: 3.750e-03, eta: 1 day, 16:29:03, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5630, top5_acc: 0.7938, loss_cls: 1.8286, loss: 1.8286, grad_norm: 7.3886 2020-08-16 05:41:16,505 - mmaction - INFO - Epoch [23][2480/2505] lr: 3.750e-03, eta: 1 day, 16:28:49, time: 0.771, data_time: 0.002, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7818, loss_cls: 1.8502, loss: 1.8502, grad_norm: 7.2606 2020-08-16 05:41:31,469 - mmaction - INFO - Epoch [23][2500/2505] lr: 3.750e-03, eta: 1 day, 16:28:33, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7964, loss_cls: 1.8319, loss: 1.8319, grad_norm: 7.0722 2020-08-16 05:41:36,719 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-08-16 05:41:57,493 - mmaction - INFO - Epoch [24][20/2505] lr: 3.750e-03, eta: 1 day, 16:28:19, time: 1.016, data_time: 0.406, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8120, loss_cls: 1.7002, loss: 1.7002, grad_norm: 7.0931 2020-08-16 05:42:11,156 - mmaction - INFO - Epoch [24][40/2505] lr: 3.750e-03, eta: 1 day, 16:27:59, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8063, loss_cls: 1.7234, loss: 1.7234, grad_norm: 7.0083 2020-08-16 05:42:26,598 - mmaction - INFO - Epoch [24][60/2505] lr: 3.750e-03, eta: 1 day, 16:27:45, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8052, loss_cls: 1.7588, loss: 1.7588, grad_norm: 7.3006 2020-08-16 05:42:43,176 - mmaction - INFO - Epoch [24][80/2505] lr: 3.750e-03, eta: 1 day, 16:27:35, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7524, loss: 1.7524, grad_norm: 7.2801 2020-08-16 05:42:57,723 - mmaction - INFO - Epoch [24][100/2505] lr: 3.750e-03, eta: 1 day, 16:27:18, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7979, loss_cls: 1.7534, loss: 1.7534, grad_norm: 7.1094 2020-08-16 05:43:13,863 - mmaction - INFO - Epoch [24][120/2505] lr: 3.750e-03, eta: 1 day, 16:27:06, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8026, loss_cls: 1.7484, loss: 1.7484, grad_norm: 7.0949 2020-08-16 05:43:28,850 - mmaction - INFO - Epoch [24][140/2505] lr: 3.750e-03, eta: 1 day, 16:26:51, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8021, loss_cls: 1.7762, loss: 1.7762, grad_norm: 7.2233 2020-08-16 05:43:44,597 - mmaction - INFO - Epoch [24][160/2505] lr: 3.750e-03, eta: 1 day, 16:26:38, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7955, loss: 1.7955, grad_norm: 7.3190 2020-08-16 05:44:00,720 - mmaction - INFO - Epoch [24][180/2505] lr: 3.750e-03, eta: 1 day, 16:26:26, time: 0.807, data_time: 0.003, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8115, loss_cls: 1.6925, loss: 1.6925, grad_norm: 7.0382 2020-08-16 05:44:15,327 - mmaction - INFO - Epoch [24][200/2505] lr: 3.750e-03, eta: 1 day, 16:26:09, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8073, loss_cls: 1.7296, loss: 1.7296, grad_norm: 7.0332 2020-08-16 05:44:30,578 - mmaction - INFO - Epoch [24][220/2505] lr: 3.750e-03, eta: 1 day, 16:25:55, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7356, loss: 1.7356, grad_norm: 7.0712 2020-08-16 05:44:47,300 - mmaction - INFO - Epoch [24][240/2505] lr: 3.750e-03, eta: 1 day, 16:25:45, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7979, loss_cls: 1.7872, loss: 1.7872, grad_norm: 7.2141 2020-08-16 05:45:02,163 - mmaction - INFO - Epoch [24][260/2505] lr: 3.750e-03, eta: 1 day, 16:25:29, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8120, loss_cls: 1.7142, loss: 1.7142, grad_norm: 7.0854 2020-08-16 05:45:17,489 - mmaction - INFO - Epoch [24][280/2505] lr: 3.750e-03, eta: 1 day, 16:25:15, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8034, loss: 1.8034, grad_norm: 7.3514 2020-08-16 05:45:32,765 - mmaction - INFO - Epoch [24][300/2505] lr: 3.750e-03, eta: 1 day, 16:25:00, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8125, loss: 1.8125, grad_norm: 7.4565 2020-08-16 05:45:49,380 - mmaction - INFO - Epoch [24][320/2505] lr: 3.750e-03, eta: 1 day, 16:24:50, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8031, loss_cls: 1.7776, loss: 1.7776, grad_norm: 7.1887 2020-08-16 05:46:03,545 - mmaction - INFO - Epoch [24][340/2505] lr: 3.750e-03, eta: 1 day, 16:24:32, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.7990, loss_cls: 1.7660, loss: 1.7660, grad_norm: 7.2786 2020-08-16 05:46:20,382 - mmaction - INFO - Epoch [24][360/2505] lr: 3.750e-03, eta: 1 day, 16:24:22, time: 0.843, data_time: 0.007, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8167, loss_cls: 1.7550, loss: 1.7550, grad_norm: 7.3118 2020-08-16 05:46:35,407 - mmaction - INFO - Epoch [24][380/2505] lr: 3.750e-03, eta: 1 day, 16:24:07, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8021, loss_cls: 1.7948, loss: 1.7948, grad_norm: 7.3051 2020-08-16 05:46:50,899 - mmaction - INFO - Epoch [24][400/2505] lr: 3.750e-03, eta: 1 day, 16:23:53, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8099, loss_cls: 1.7748, loss: 1.7748, grad_norm: 7.1278 2020-08-16 05:47:06,560 - mmaction - INFO - Epoch [24][420/2505] lr: 3.750e-03, eta: 1 day, 16:23:40, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8094, loss_cls: 1.7859, loss: 1.7859, grad_norm: 7.2741 2020-08-16 05:47:21,314 - mmaction - INFO - Epoch [24][440/2505] lr: 3.750e-03, eta: 1 day, 16:23:23, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8193, loss_cls: 1.6982, loss: 1.6982, grad_norm: 7.0878 2020-08-16 05:47:36,692 - mmaction - INFO - Epoch [24][460/2505] lr: 3.750e-03, eta: 1 day, 16:23:09, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7917, loss_cls: 1.8139, loss: 1.8139, grad_norm: 7.2346 2020-08-16 05:47:52,553 - mmaction - INFO - Epoch [24][480/2505] lr: 3.750e-03, eta: 1 day, 16:22:57, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7990, loss_cls: 1.7987, loss: 1.7987, grad_norm: 7.2209 2020-08-16 05:48:08,591 - mmaction - INFO - Epoch [24][500/2505] lr: 3.750e-03, eta: 1 day, 16:22:44, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7990, loss_cls: 1.8113, loss: 1.8113, grad_norm: 7.6959 2020-08-16 05:48:24,054 - mmaction - INFO - Epoch [24][520/2505] lr: 3.750e-03, eta: 1 day, 16:22:30, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8089, loss_cls: 1.7457, loss: 1.7457, grad_norm: 7.1558 2020-08-16 05:48:39,947 - mmaction - INFO - Epoch [24][540/2505] lr: 3.750e-03, eta: 1 day, 16:22:18, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7995, loss_cls: 1.7972, loss: 1.7972, grad_norm: 7.2900 2020-08-16 05:48:54,264 - mmaction - INFO - Epoch [24][560/2505] lr: 3.750e-03, eta: 1 day, 16:22:00, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7901, loss_cls: 1.7777, loss: 1.7777, grad_norm: 7.1918 2020-08-16 05:49:09,150 - mmaction - INFO - Epoch [24][580/2505] lr: 3.750e-03, eta: 1 day, 16:21:44, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7865, loss_cls: 1.8395, loss: 1.8395, grad_norm: 7.1256 2020-08-16 05:49:25,556 - mmaction - INFO - Epoch [24][600/2505] lr: 3.750e-03, eta: 1 day, 16:21:34, time: 0.818, data_time: 0.004, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7984, loss_cls: 1.7881, loss: 1.7881, grad_norm: 7.3045 2020-08-16 05:49:41,150 - mmaction - INFO - Epoch [24][620/2505] lr: 3.750e-03, eta: 1 day, 16:21:20, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7896, loss_cls: 1.8137, loss: 1.8137, grad_norm: 7.2236 2020-08-16 05:49:55,920 - mmaction - INFO - Epoch [24][640/2505] lr: 3.750e-03, eta: 1 day, 16:21:04, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7964, loss_cls: 1.8292, loss: 1.8292, grad_norm: 7.2993 2020-08-16 05:50:11,177 - mmaction - INFO - Epoch [24][660/2505] lr: 3.750e-03, eta: 1 day, 16:20:49, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8047, loss_cls: 1.7292, loss: 1.7292, grad_norm: 7.0902 2020-08-16 05:50:26,335 - mmaction - INFO - Epoch [24][680/2505] lr: 3.750e-03, eta: 1 day, 16:20:34, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7974, loss_cls: 1.7890, loss: 1.7890, grad_norm: 7.3250 2020-08-16 05:50:42,267 - mmaction - INFO - Epoch [24][700/2505] lr: 3.750e-03, eta: 1 day, 16:20:22, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7958, loss_cls: 1.8083, loss: 1.8083, grad_norm: 7.1604 2020-08-16 05:50:57,150 - mmaction - INFO - Epoch [24][720/2505] lr: 3.750e-03, eta: 1 day, 16:20:06, time: 0.744, data_time: 0.008, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8099, loss_cls: 1.7431, loss: 1.7431, grad_norm: 7.2850 2020-08-16 05:51:13,460 - mmaction - INFO - Epoch [24][740/2505] lr: 3.750e-03, eta: 1 day, 16:19:55, time: 0.816, data_time: 0.003, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8083, loss_cls: 1.7665, loss: 1.7665, grad_norm: 7.2320 2020-08-16 05:51:28,857 - mmaction - INFO - Epoch [24][760/2505] lr: 3.750e-03, eta: 1 day, 16:19:41, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7927, loss_cls: 1.8199, loss: 1.8199, grad_norm: 7.3066 2020-08-16 05:51:45,033 - mmaction - INFO - Epoch [24][780/2505] lr: 3.750e-03, eta: 1 day, 16:19:29, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.7943, loss_cls: 1.7930, loss: 1.7930, grad_norm: 7.2901 2020-08-16 05:52:00,216 - mmaction - INFO - Epoch [24][800/2505] lr: 3.750e-03, eta: 1 day, 16:19:14, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7911, loss_cls: 1.8181, loss: 1.8181, grad_norm: 7.3460 2020-08-16 05:52:15,327 - mmaction - INFO - Epoch [24][820/2505] lr: 3.750e-03, eta: 1 day, 16:18:59, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8047, loss_cls: 1.7590, loss: 1.7590, grad_norm: 7.0403 2020-08-16 05:52:31,119 - mmaction - INFO - Epoch [24][840/2505] lr: 3.750e-03, eta: 1 day, 16:18:46, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8036, loss_cls: 1.7037, loss: 1.7037, grad_norm: 7.0690 2020-08-16 05:52:46,939 - mmaction - INFO - Epoch [24][860/2505] lr: 3.750e-03, eta: 1 day, 16:18:33, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7745, loss_cls: 1.8678, loss: 1.8678, grad_norm: 7.4224 2020-08-16 05:53:01,792 - mmaction - INFO - Epoch [24][880/2505] lr: 3.750e-03, eta: 1 day, 16:18:17, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7974, loss_cls: 1.8157, loss: 1.8157, grad_norm: 7.3743 2020-08-16 05:53:17,287 - mmaction - INFO - Epoch [24][900/2505] lr: 3.750e-03, eta: 1 day, 16:18:03, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7870, loss_cls: 1.8720, loss: 1.8720, grad_norm: 7.2599 2020-08-16 05:53:33,345 - mmaction - INFO - Epoch [24][920/2505] lr: 3.750e-03, eta: 1 day, 16:17:51, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8161, loss_cls: 1.7145, loss: 1.7145, grad_norm: 7.0035 2020-08-16 05:53:48,193 - mmaction - INFO - Epoch [24][940/2505] lr: 3.750e-03, eta: 1 day, 16:17:35, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7990, loss_cls: 1.7877, loss: 1.7877, grad_norm: 7.2235 2020-08-16 05:54:04,321 - mmaction - INFO - Epoch [24][960/2505] lr: 3.750e-03, eta: 1 day, 16:17:24, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8073, loss_cls: 1.7484, loss: 1.7484, grad_norm: 7.1965 2020-08-16 05:54:18,908 - mmaction - INFO - Epoch [24][980/2505] lr: 3.750e-03, eta: 1 day, 16:17:07, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8120, loss_cls: 1.7867, loss: 1.7867, grad_norm: 7.2675 2020-08-16 05:54:34,896 - mmaction - INFO - Epoch [24][1000/2505] lr: 3.750e-03, eta: 1 day, 16:16:55, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.8068, loss_cls: 1.7746, loss: 1.7746, grad_norm: 7.4256 2020-08-16 05:54:49,802 - mmaction - INFO - Epoch [24][1020/2505] lr: 3.750e-03, eta: 1 day, 16:16:39, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8036, loss_cls: 1.8206, loss: 1.8206, grad_norm: 7.3544 2020-08-16 05:55:05,687 - mmaction - INFO - Epoch [24][1040/2505] lr: 3.750e-03, eta: 1 day, 16:16:26, time: 0.798, data_time: 0.007, memory: 8343, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7851, loss: 1.7851, grad_norm: 7.1138 2020-08-16 05:55:21,154 - mmaction - INFO - Epoch [24][1060/2505] lr: 3.750e-03, eta: 1 day, 16:16:12, time: 0.773, data_time: 0.002, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8052, loss_cls: 1.7251, loss: 1.7251, grad_norm: 7.1090 2020-08-16 05:55:36,858 - mmaction - INFO - Epoch [24][1080/2505] lr: 3.750e-03, eta: 1 day, 16:15:59, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5651, top5_acc: 0.7979, loss_cls: 1.8029, loss: 1.8029, grad_norm: 7.3113 2020-08-16 05:55:52,415 - mmaction - INFO - Epoch [24][1100/2505] lr: 3.750e-03, eta: 1 day, 16:15:45, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.7927, loss_cls: 1.8465, loss: 1.8465, grad_norm: 7.3778 2020-08-16 05:56:08,669 - mmaction - INFO - Epoch [24][1120/2505] lr: 3.750e-03, eta: 1 day, 16:15:34, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8135, loss_cls: 1.7115, loss: 1.7115, grad_norm: 7.0779 2020-08-16 05:56:24,242 - mmaction - INFO - Epoch [24][1140/2505] lr: 3.750e-03, eta: 1 day, 16:15:20, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7958, loss_cls: 1.8142, loss: 1.8142, grad_norm: 7.2088 2020-08-16 05:56:38,900 - mmaction - INFO - Epoch [24][1160/2505] lr: 3.750e-03, eta: 1 day, 16:15:04, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8094, loss_cls: 1.7665, loss: 1.7665, grad_norm: 7.1237 2020-08-16 05:56:54,716 - mmaction - INFO - Epoch [24][1180/2505] lr: 3.750e-03, eta: 1 day, 16:14:51, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7943, loss_cls: 1.8230, loss: 1.8230, grad_norm: 7.1937 2020-08-16 05:57:09,696 - mmaction - INFO - Epoch [24][1200/2505] lr: 3.750e-03, eta: 1 day, 16:14:35, time: 0.747, data_time: 0.003, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7788, loss: 1.7788, grad_norm: 7.3472 2020-08-16 05:57:25,072 - mmaction - INFO - Epoch [24][1220/2505] lr: 3.750e-03, eta: 1 day, 16:14:21, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8089, loss_cls: 1.7898, loss: 1.7898, grad_norm: 7.3622 2020-08-16 05:57:40,202 - mmaction - INFO - Epoch [24][1240/2505] lr: 3.750e-03, eta: 1 day, 16:14:06, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8260, loss_cls: 1.6345, loss: 1.6345, grad_norm: 7.1593 2020-08-16 05:57:55,628 - mmaction - INFO - Epoch [24][1260/2505] lr: 3.750e-03, eta: 1 day, 16:13:52, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8016, loss_cls: 1.7544, loss: 1.7544, grad_norm: 7.0624 2020-08-16 05:58:10,668 - mmaction - INFO - Epoch [24][1280/2505] lr: 3.750e-03, eta: 1 day, 16:13:37, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8016, loss_cls: 1.7723, loss: 1.7723, grad_norm: 7.1782 2020-08-16 05:58:26,560 - mmaction - INFO - Epoch [24][1300/2505] lr: 3.750e-03, eta: 1 day, 16:13:24, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7974, loss_cls: 1.7788, loss: 1.7788, grad_norm: 7.3524 2020-08-16 05:58:42,007 - mmaction - INFO - Epoch [24][1320/2505] lr: 3.750e-03, eta: 1 day, 16:13:10, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8031, loss_cls: 1.7870, loss: 1.7870, grad_norm: 7.2665 2020-08-16 05:58:57,293 - mmaction - INFO - Epoch [24][1340/2505] lr: 3.750e-03, eta: 1 day, 16:12:55, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.8026, loss_cls: 1.8237, loss: 1.8237, grad_norm: 7.3184 2020-08-16 05:59:12,627 - mmaction - INFO - Epoch [24][1360/2505] lr: 3.750e-03, eta: 1 day, 16:12:41, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8000, loss_cls: 1.7437, loss: 1.7437, grad_norm: 7.0499 2020-08-16 05:59:28,401 - mmaction - INFO - Epoch [24][1380/2505] lr: 3.750e-03, eta: 1 day, 16:12:28, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8005, loss_cls: 1.7432, loss: 1.7432, grad_norm: 7.0655 2020-08-16 05:59:43,639 - mmaction - INFO - Epoch [24][1400/2505] lr: 3.750e-03, eta: 1 day, 16:12:13, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8083, loss_cls: 1.7542, loss: 1.7542, grad_norm: 7.3214 2020-08-16 05:59:59,116 - mmaction - INFO - Epoch [24][1420/2505] lr: 3.750e-03, eta: 1 day, 16:11:59, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8047, loss_cls: 1.7532, loss: 1.7532, grad_norm: 7.3386 2020-08-16 06:00:14,395 - mmaction - INFO - Epoch [24][1440/2505] lr: 3.750e-03, eta: 1 day, 16:11:45, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8125, loss_cls: 1.7633, loss: 1.7633, grad_norm: 7.3622 2020-08-16 06:00:30,020 - mmaction - INFO - Epoch [24][1460/2505] lr: 3.750e-03, eta: 1 day, 16:11:31, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7865, loss_cls: 1.8447, loss: 1.8447, grad_norm: 7.3622 2020-08-16 06:00:44,938 - mmaction - INFO - Epoch [24][1480/2505] lr: 3.750e-03, eta: 1 day, 16:11:15, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7990, loss_cls: 1.7959, loss: 1.7959, grad_norm: 7.2532 2020-08-16 06:01:01,096 - mmaction - INFO - Epoch [24][1500/2505] lr: 3.750e-03, eta: 1 day, 16:11:04, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7964, loss_cls: 1.7836, loss: 1.7836, grad_norm: 7.4035 2020-08-16 06:01:17,341 - mmaction - INFO - Epoch [24][1520/2505] lr: 3.750e-03, eta: 1 day, 16:10:52, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7979, loss_cls: 1.8119, loss: 1.8119, grad_norm: 7.5206 2020-08-16 06:01:32,211 - mmaction - INFO - Epoch [24][1540/2505] lr: 3.750e-03, eta: 1 day, 16:10:36, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8057, loss_cls: 1.7637, loss: 1.7637, grad_norm: 7.0064 2020-08-16 06:01:47,396 - mmaction - INFO - Epoch [24][1560/2505] lr: 3.750e-03, eta: 1 day, 16:10:21, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8021, loss_cls: 1.7282, loss: 1.7282, grad_norm: 7.2451 2020-08-16 06:02:03,000 - mmaction - INFO - Epoch [24][1580/2505] lr: 3.750e-03, eta: 1 day, 16:10:08, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8026, loss_cls: 1.7556, loss: 1.7556, grad_norm: 7.2106 2020-08-16 06:02:17,931 - mmaction - INFO - Epoch [24][1600/2505] lr: 3.750e-03, eta: 1 day, 16:09:52, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7969, loss_cls: 1.8203, loss: 1.8203, grad_norm: 7.3208 2020-08-16 06:02:33,811 - mmaction - INFO - Epoch [24][1620/2505] lr: 3.750e-03, eta: 1 day, 16:09:39, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7943, loss_cls: 1.8248, loss: 1.8248, grad_norm: 7.4858 2020-08-16 06:02:49,585 - mmaction - INFO - Epoch [24][1640/2505] lr: 3.750e-03, eta: 1 day, 16:09:26, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7958, loss_cls: 1.7699, loss: 1.7699, grad_norm: 7.1199 2020-08-16 06:03:04,456 - mmaction - INFO - Epoch [24][1660/2505] lr: 3.750e-03, eta: 1 day, 16:09:11, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7984, loss_cls: 1.7854, loss: 1.7854, grad_norm: 7.1672 2020-08-16 06:03:19,826 - mmaction - INFO - Epoch [24][1680/2505] lr: 3.750e-03, eta: 1 day, 16:08:56, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8146, loss_cls: 1.6709, loss: 1.6709, grad_norm: 7.0344 2020-08-16 06:03:35,692 - mmaction - INFO - Epoch [24][1700/2505] lr: 3.750e-03, eta: 1 day, 16:08:44, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8021, loss_cls: 1.7864, loss: 1.7864, grad_norm: 7.3651 2020-08-16 06:03:51,190 - mmaction - INFO - Epoch [24][1720/2505] lr: 3.750e-03, eta: 1 day, 16:08:29, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7974, loss_cls: 1.8373, loss: 1.8373, grad_norm: 7.2010 2020-08-16 06:04:06,366 - mmaction - INFO - Epoch [24][1740/2505] lr: 3.750e-03, eta: 1 day, 16:08:15, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8083, loss_cls: 1.7463, loss: 1.7463, grad_norm: 7.2699 2020-08-16 06:04:21,558 - mmaction - INFO - Epoch [24][1760/2505] lr: 3.750e-03, eta: 1 day, 16:08:00, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7476, loss: 1.7476, grad_norm: 7.1175 2020-08-16 06:04:36,855 - mmaction - INFO - Epoch [24][1780/2505] lr: 3.750e-03, eta: 1 day, 16:07:45, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8016, loss_cls: 1.7258, loss: 1.7258, grad_norm: 6.9538 2020-08-16 06:04:53,736 - mmaction - INFO - Epoch [24][1800/2505] lr: 3.750e-03, eta: 1 day, 16:07:36, time: 0.845, data_time: 0.005, memory: 8343, top1_acc: 0.5573, top5_acc: 0.7844, loss_cls: 1.9040, loss: 1.9040, grad_norm: 7.3591 2020-08-16 06:05:09,550 - mmaction - INFO - Epoch [24][1820/2505] lr: 3.750e-03, eta: 1 day, 16:07:23, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8057, loss_cls: 1.7352, loss: 1.7352, grad_norm: 7.1834 2020-08-16 06:05:24,423 - mmaction - INFO - Epoch [24][1840/2505] lr: 3.750e-03, eta: 1 day, 16:07:07, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7979, loss_cls: 1.7878, loss: 1.7878, grad_norm: 7.3044 2020-08-16 06:05:39,611 - mmaction - INFO - Epoch [24][1860/2505] lr: 3.750e-03, eta: 1 day, 16:06:52, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7969, loss_cls: 1.7957, loss: 1.7957, grad_norm: 7.2444 2020-08-16 06:05:56,771 - mmaction - INFO - Epoch [24][1880/2505] lr: 3.750e-03, eta: 1 day, 16:06:43, time: 0.858, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8068, loss_cls: 1.7469, loss: 1.7469, grad_norm: 7.0191 2020-08-16 06:06:10,994 - mmaction - INFO - Epoch [24][1900/2505] lr: 3.750e-03, eta: 1 day, 16:06:25, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7984, loss_cls: 1.7834, loss: 1.7834, grad_norm: 7.1644 2020-08-16 06:06:27,083 - mmaction - INFO - Epoch [24][1920/2505] lr: 3.750e-03, eta: 1 day, 16:06:14, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8031, loss_cls: 1.7594, loss: 1.7594, grad_norm: 7.2515 2020-08-16 06:06:41,935 - mmaction - INFO - Epoch [24][1940/2505] lr: 3.750e-03, eta: 1 day, 16:05:57, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8078, loss_cls: 1.7871, loss: 1.7871, grad_norm: 7.1757 2020-08-16 06:06:57,406 - mmaction - INFO - Epoch [24][1960/2505] lr: 3.750e-03, eta: 1 day, 16:05:44, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8229, loss_cls: 1.7550, loss: 1.7550, grad_norm: 7.4643 2020-08-16 06:07:12,749 - mmaction - INFO - Epoch [24][1980/2505] lr: 3.750e-03, eta: 1 day, 16:05:29, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.5812, top5_acc: 0.7964, loss_cls: 1.7890, loss: 1.7890, grad_norm: 6.9892 2020-08-16 06:07:28,864 - mmaction - INFO - Epoch [24][2000/2505] lr: 3.750e-03, eta: 1 day, 16:05:17, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.5687, top5_acc: 0.8026, loss_cls: 1.8045, loss: 1.8045, grad_norm: 7.2813 2020-08-16 06:07:44,524 - mmaction - INFO - Epoch [24][2020/2505] lr: 3.750e-03, eta: 1 day, 16:05:04, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7876, loss: 1.7876, grad_norm: 7.1435 2020-08-16 06:07:59,464 - mmaction - INFO - Epoch [24][2040/2505] lr: 3.750e-03, eta: 1 day, 16:04:48, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5812, top5_acc: 0.7880, loss_cls: 1.8132, loss: 1.8132, grad_norm: 7.1972 2020-08-16 06:08:15,721 - mmaction - INFO - Epoch [24][2060/2505] lr: 3.750e-03, eta: 1 day, 16:04:37, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7896, loss_cls: 1.8760, loss: 1.8760, grad_norm: 7.7264 2020-08-16 06:08:31,058 - mmaction - INFO - Epoch [24][2080/2505] lr: 3.750e-03, eta: 1 day, 16:04:22, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7911, loss_cls: 1.8185, loss: 1.8185, grad_norm: 7.3061 2020-08-16 06:08:46,600 - mmaction - INFO - Epoch [24][2100/2505] lr: 3.750e-03, eta: 1 day, 16:04:08, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7958, loss_cls: 1.8299, loss: 1.8299, grad_norm: 7.2536 2020-08-16 06:09:01,972 - mmaction - INFO - Epoch [24][2120/2505] lr: 3.750e-03, eta: 1 day, 16:03:54, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8052, loss_cls: 1.7346, loss: 1.7346, grad_norm: 7.4212 2020-08-16 06:09:17,313 - mmaction - INFO - Epoch [24][2140/2505] lr: 3.750e-03, eta: 1 day, 16:03:40, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.5589, top5_acc: 0.7880, loss_cls: 1.8134, loss: 1.8134, grad_norm: 7.2415 2020-08-16 06:09:32,540 - mmaction - INFO - Epoch [24][2160/2505] lr: 3.750e-03, eta: 1 day, 16:03:25, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7969, loss_cls: 1.8287, loss: 1.8287, grad_norm: 7.5297 2020-08-16 06:09:48,293 - mmaction - INFO - Epoch [24][2180/2505] lr: 3.750e-03, eta: 1 day, 16:03:12, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8099, loss_cls: 1.7239, loss: 1.7239, grad_norm: 7.1519 2020-08-16 06:10:04,229 - mmaction - INFO - Epoch [24][2200/2505] lr: 3.750e-03, eta: 1 day, 16:02:59, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8177, loss_cls: 1.7352, loss: 1.7352, grad_norm: 7.2375 2020-08-16 06:10:19,695 - mmaction - INFO - Epoch [24][2220/2505] lr: 3.750e-03, eta: 1 day, 16:02:45, time: 0.772, data_time: 0.003, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8151, loss_cls: 1.7188, loss: 1.7188, grad_norm: 7.1420 2020-08-16 06:10:34,633 - mmaction - INFO - Epoch [24][2240/2505] lr: 3.750e-03, eta: 1 day, 16:02:29, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.5599, top5_acc: 0.7891, loss_cls: 1.8620, loss: 1.8620, grad_norm: 7.4745 2020-08-16 06:10:50,083 - mmaction - INFO - Epoch [24][2260/2505] lr: 3.750e-03, eta: 1 day, 16:02:15, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8005, loss_cls: 1.7236, loss: 1.7236, grad_norm: 7.0871 2020-08-16 06:11:05,285 - mmaction - INFO - Epoch [24][2280/2505] lr: 3.750e-03, eta: 1 day, 16:02:01, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8026, loss_cls: 1.7345, loss: 1.7345, grad_norm: 7.1491 2020-08-16 06:11:21,293 - mmaction - INFO - Epoch [24][2300/2505] lr: 3.750e-03, eta: 1 day, 16:01:48, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7958, loss_cls: 1.8119, loss: 1.8119, grad_norm: 7.3751 2020-08-16 06:11:36,647 - mmaction - INFO - Epoch [24][2320/2505] lr: 3.750e-03, eta: 1 day, 16:01:34, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7115, loss: 1.7115, grad_norm: 7.0193 2020-08-16 06:11:52,318 - mmaction - INFO - Epoch [24][2340/2505] lr: 3.750e-03, eta: 1 day, 16:01:20, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7932, loss_cls: 1.8139, loss: 1.8139, grad_norm: 7.3984 2020-08-16 06:12:07,193 - mmaction - INFO - Epoch [24][2360/2505] lr: 3.750e-03, eta: 1 day, 16:01:05, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7901, loss_cls: 1.8197, loss: 1.8197, grad_norm: 7.4826 2020-08-16 06:12:23,900 - mmaction - INFO - Epoch [24][2380/2505] lr: 3.750e-03, eta: 1 day, 16:00:54, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8238, loss: 1.8238, grad_norm: 7.5682 2020-08-16 06:12:38,703 - mmaction - INFO - Epoch [24][2400/2505] lr: 3.750e-03, eta: 1 day, 16:00:38, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8115, loss_cls: 1.7548, loss: 1.7548, grad_norm: 7.4056 2020-08-16 06:12:55,477 - mmaction - INFO - Epoch [24][2420/2505] lr: 3.750e-03, eta: 1 day, 16:00:28, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8099, loss_cls: 1.7537, loss: 1.7537, grad_norm: 7.2799 2020-08-16 06:13:10,126 - mmaction - INFO - Epoch [24][2440/2505] lr: 3.750e-03, eta: 1 day, 16:00:12, time: 0.735, data_time: 0.008, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8151, loss_cls: 1.7344, loss: 1.7344, grad_norm: 7.2389 2020-08-16 06:13:25,540 - mmaction - INFO - Epoch [24][2460/2505] lr: 3.750e-03, eta: 1 day, 15:59:58, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7911, loss_cls: 1.8226, loss: 1.8226, grad_norm: 7.2720 2020-08-16 06:13:42,552 - mmaction - INFO - Epoch [24][2480/2505] lr: 3.750e-03, eta: 1 day, 15:59:48, time: 0.850, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8042, loss_cls: 1.8040, loss: 1.8040, grad_norm: 7.3583 2020-08-16 06:13:57,206 - mmaction - INFO - Epoch [24][2500/2505] lr: 3.750e-03, eta: 1 day, 15:59:32, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7927, loss_cls: 1.7898, loss: 1.7898, grad_norm: 7.3253 2020-08-16 06:14:03,358 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-08-16 06:14:27,970 - mmaction - INFO - Epoch [25][20/2505] lr: 3.750e-03, eta: 1 day, 15:59:29, time: 1.202, data_time: 0.575, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7885, loss_cls: 1.8254, loss: 1.8254, grad_norm: 7.1501 2020-08-16 06:14:40,992 - mmaction - INFO - Epoch [25][40/2505] lr: 3.750e-03, eta: 1 day, 15:59:07, time: 0.650, data_time: 0.003, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8135, loss_cls: 1.7646, loss: 1.7646, grad_norm: 7.2067 2020-08-16 06:14:55,704 - mmaction - INFO - Epoch [25][60/2505] lr: 3.750e-03, eta: 1 day, 15:58:51, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8042, loss_cls: 1.7763, loss: 1.7763, grad_norm: 7.3996 2020-08-16 06:15:10,797 - mmaction - INFO - Epoch [25][80/2505] lr: 3.750e-03, eta: 1 day, 15:58:36, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7990, loss_cls: 1.7723, loss: 1.7723, grad_norm: 7.3241 2020-08-16 06:15:25,685 - mmaction - INFO - Epoch [25][100/2505] lr: 3.750e-03, eta: 1 day, 15:58:20, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7885, loss_cls: 1.8148, loss: 1.8148, grad_norm: 7.2023 2020-08-16 06:15:41,930 - mmaction - INFO - Epoch [25][120/2505] lr: 3.750e-03, eta: 1 day, 15:58:08, time: 0.810, data_time: 0.004, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8120, loss_cls: 1.7558, loss: 1.7558, grad_norm: 7.0276 2020-08-16 06:15:57,266 - mmaction - INFO - Epoch [25][140/2505] lr: 3.750e-03, eta: 1 day, 15:57:54, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8198, loss_cls: 1.7075, loss: 1.7075, grad_norm: 7.0903 2020-08-16 06:16:12,548 - mmaction - INFO - Epoch [25][160/2505] lr: 3.750e-03, eta: 1 day, 15:57:39, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7948, loss_cls: 1.8251, loss: 1.8251, grad_norm: 7.3128 2020-08-16 06:16:27,587 - mmaction - INFO - Epoch [25][180/2505] lr: 3.750e-03, eta: 1 day, 15:57:24, time: 0.752, data_time: 0.003, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8214, loss_cls: 1.6960, loss: 1.6960, grad_norm: 7.2797 2020-08-16 06:16:43,969 - mmaction - INFO - Epoch [25][200/2505] lr: 3.750e-03, eta: 1 day, 15:57:13, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8125, loss_cls: 1.7069, loss: 1.7069, grad_norm: 7.1990 2020-08-16 06:16:58,992 - mmaction - INFO - Epoch [25][220/2505] lr: 3.750e-03, eta: 1 day, 15:56:57, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8073, loss_cls: 1.7189, loss: 1.7189, grad_norm: 7.1028 2020-08-16 06:17:14,344 - mmaction - INFO - Epoch [25][240/2505] lr: 3.750e-03, eta: 1 day, 15:56:43, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8078, loss_cls: 1.7326, loss: 1.7326, grad_norm: 7.1121 2020-08-16 06:17:30,557 - mmaction - INFO - Epoch [25][260/2505] lr: 3.750e-03, eta: 1 day, 15:56:31, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8135, loss_cls: 1.7223, loss: 1.7223, grad_norm: 7.1273 2020-08-16 06:17:45,538 - mmaction - INFO - Epoch [25][280/2505] lr: 3.750e-03, eta: 1 day, 15:56:15, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8062, loss_cls: 1.7235, loss: 1.7235, grad_norm: 7.1335 2020-08-16 06:18:01,272 - mmaction - INFO - Epoch [25][300/2505] lr: 3.750e-03, eta: 1 day, 15:56:02, time: 0.787, data_time: 0.003, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8182, loss_cls: 1.6641, loss: 1.6641, grad_norm: 6.9630 2020-08-16 06:18:17,608 - mmaction - INFO - Epoch [25][320/2505] lr: 3.750e-03, eta: 1 day, 15:55:51, time: 0.815, data_time: 0.004, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8005, loss_cls: 1.7933, loss: 1.7933, grad_norm: 7.2803 2020-08-16 06:18:31,914 - mmaction - INFO - Epoch [25][340/2505] lr: 3.750e-03, eta: 1 day, 15:55:33, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7938, loss_cls: 1.7374, loss: 1.7374, grad_norm: 7.1664 2020-08-16 06:18:47,847 - mmaction - INFO - Epoch [25][360/2505] lr: 3.750e-03, eta: 1 day, 15:55:20, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8047, loss_cls: 1.7360, loss: 1.7360, grad_norm: 7.2220 2020-08-16 06:19:03,386 - mmaction - INFO - Epoch [25][380/2505] lr: 3.750e-03, eta: 1 day, 15:55:07, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7917, loss_cls: 1.8564, loss: 1.8564, grad_norm: 7.4928 2020-08-16 06:19:18,719 - mmaction - INFO - Epoch [25][400/2505] lr: 3.750e-03, eta: 1 day, 15:54:52, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8042, loss_cls: 1.7790, loss: 1.7790, grad_norm: 7.2840 2020-08-16 06:19:34,356 - mmaction - INFO - Epoch [25][420/2505] lr: 3.750e-03, eta: 1 day, 15:54:39, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6751, loss: 1.6751, grad_norm: 7.2255 2020-08-16 06:19:50,715 - mmaction - INFO - Epoch [25][440/2505] lr: 3.750e-03, eta: 1 day, 15:54:27, time: 0.817, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.7875, loss_cls: 1.8092, loss: 1.8092, grad_norm: 7.3741 2020-08-16 06:20:05,042 - mmaction - INFO - Epoch [25][460/2505] lr: 3.750e-03, eta: 1 day, 15:54:10, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8130, loss_cls: 1.7187, loss: 1.7187, grad_norm: 7.2968 2020-08-16 06:20:20,816 - mmaction - INFO - Epoch [25][480/2505] lr: 3.750e-03, eta: 1 day, 15:53:57, time: 0.788, data_time: 0.002, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8115, loss_cls: 1.6992, loss: 1.6992, grad_norm: 7.1463 2020-08-16 06:20:35,993 - mmaction - INFO - Epoch [25][500/2505] lr: 3.750e-03, eta: 1 day, 15:53:42, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.8010, loss_cls: 1.8077, loss: 1.8077, grad_norm: 7.2481 2020-08-16 06:20:52,080 - mmaction - INFO - Epoch [25][520/2505] lr: 3.750e-03, eta: 1 day, 15:53:30, time: 0.803, data_time: 0.007, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8161, loss_cls: 1.7234, loss: 1.7234, grad_norm: 7.2363 2020-08-16 06:21:06,630 - mmaction - INFO - Epoch [25][540/2505] lr: 3.750e-03, eta: 1 day, 15:53:13, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8182, loss_cls: 1.7058, loss: 1.7058, grad_norm: 7.2152 2020-08-16 06:21:22,221 - mmaction - INFO - Epoch [25][560/2505] lr: 3.750e-03, eta: 1 day, 15:52:59, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8005, loss_cls: 1.7791, loss: 1.7791, grad_norm: 7.2942 2020-08-16 06:21:37,020 - mmaction - INFO - Epoch [25][580/2505] lr: 3.750e-03, eta: 1 day, 15:52:43, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8151, loss_cls: 1.7115, loss: 1.7115, grad_norm: 7.1550 2020-08-16 06:21:52,307 - mmaction - INFO - Epoch [25][600/2505] lr: 3.750e-03, eta: 1 day, 15:52:28, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8161, loss_cls: 1.7549, loss: 1.7549, grad_norm: 7.4493 2020-08-16 06:22:07,984 - mmaction - INFO - Epoch [25][620/2505] lr: 3.750e-03, eta: 1 day, 15:52:15, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8026, loss_cls: 1.7589, loss: 1.7589, grad_norm: 7.2573 2020-08-16 06:22:23,196 - mmaction - INFO - Epoch [25][640/2505] lr: 3.750e-03, eta: 1 day, 15:52:00, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7990, loss_cls: 1.7817, loss: 1.7817, grad_norm: 7.1754 2020-08-16 06:22:38,777 - mmaction - INFO - Epoch [25][660/2505] lr: 3.750e-03, eta: 1 day, 15:51:46, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7927, loss_cls: 1.8048, loss: 1.8048, grad_norm: 7.2366 2020-08-16 06:22:54,253 - mmaction - INFO - Epoch [25][680/2505] lr: 3.750e-03, eta: 1 day, 15:51:32, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7891, loss_cls: 1.8331, loss: 1.8331, grad_norm: 7.2782 2020-08-16 06:23:09,918 - mmaction - INFO - Epoch [25][700/2505] lr: 3.750e-03, eta: 1 day, 15:51:19, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8057, loss_cls: 1.7143, loss: 1.7143, grad_norm: 7.1357 2020-08-16 06:23:24,974 - mmaction - INFO - Epoch [25][720/2505] lr: 3.750e-03, eta: 1 day, 15:51:03, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7948, loss_cls: 1.7935, loss: 1.7935, grad_norm: 7.3284 2020-08-16 06:23:40,259 - mmaction - INFO - Epoch [25][740/2505] lr: 3.750e-03, eta: 1 day, 15:50:49, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8005, loss_cls: 1.7623, loss: 1.7623, grad_norm: 7.2764 2020-08-16 06:23:56,931 - mmaction - INFO - Epoch [25][760/2505] lr: 3.750e-03, eta: 1 day, 15:50:38, time: 0.832, data_time: 0.004, memory: 8343, top1_acc: 0.5885, top5_acc: 0.7948, loss_cls: 1.7653, loss: 1.7653, grad_norm: 7.3736 2020-08-16 06:24:12,124 - mmaction - INFO - Epoch [25][780/2505] lr: 3.750e-03, eta: 1 day, 15:50:24, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8021, loss_cls: 1.7693, loss: 1.7693, grad_norm: 7.0792 2020-08-16 06:24:27,509 - mmaction - INFO - Epoch [25][800/2505] lr: 3.750e-03, eta: 1 day, 15:50:09, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8141, loss_cls: 1.6940, loss: 1.6940, grad_norm: 7.1948 2020-08-16 06:24:43,535 - mmaction - INFO - Epoch [25][820/2505] lr: 3.750e-03, eta: 1 day, 15:49:57, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8089, loss_cls: 1.7583, loss: 1.7583, grad_norm: 7.4447 2020-08-16 06:24:58,839 - mmaction - INFO - Epoch [25][840/2505] lr: 3.750e-03, eta: 1 day, 15:49:42, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8224, loss_cls: 1.6704, loss: 1.6704, grad_norm: 7.1315 2020-08-16 06:25:14,263 - mmaction - INFO - Epoch [25][860/2505] lr: 3.750e-03, eta: 1 day, 15:49:28, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8062, loss_cls: 1.7499, loss: 1.7499, grad_norm: 7.3905 2020-08-16 06:25:29,614 - mmaction - INFO - Epoch [25][880/2505] lr: 3.750e-03, eta: 1 day, 15:49:13, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8089, loss_cls: 1.7512, loss: 1.7512, grad_norm: 7.2202 2020-08-16 06:25:44,936 - mmaction - INFO - Epoch [25][900/2505] lr: 3.750e-03, eta: 1 day, 15:48:59, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8063, loss_cls: 1.7520, loss: 1.7520, grad_norm: 7.2746 2020-08-16 06:26:00,034 - mmaction - INFO - Epoch [25][920/2505] lr: 3.750e-03, eta: 1 day, 15:48:44, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8026, loss_cls: 1.7511, loss: 1.7511, grad_norm: 7.1549 2020-08-16 06:26:15,673 - mmaction - INFO - Epoch [25][940/2505] lr: 3.750e-03, eta: 1 day, 15:48:30, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8125, loss_cls: 1.7217, loss: 1.7217, grad_norm: 7.2179 2020-08-16 06:26:31,529 - mmaction - INFO - Epoch [25][960/2505] lr: 3.750e-03, eta: 1 day, 15:48:17, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.5880, top5_acc: 0.7880, loss_cls: 1.7977, loss: 1.7977, grad_norm: 7.2490 2020-08-16 06:26:47,652 - mmaction - INFO - Epoch [25][980/2505] lr: 3.750e-03, eta: 1 day, 15:48:05, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8021, loss_cls: 1.7462, loss: 1.7462, grad_norm: 7.2478 2020-08-16 06:27:02,951 - mmaction - INFO - Epoch [25][1000/2505] lr: 3.750e-03, eta: 1 day, 15:47:51, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8057, loss_cls: 1.7355, loss: 1.7355, grad_norm: 7.2449 2020-08-16 06:27:18,283 - mmaction - INFO - Epoch [25][1020/2505] lr: 3.750e-03, eta: 1 day, 15:47:36, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.7990, loss_cls: 1.7326, loss: 1.7326, grad_norm: 7.3491 2020-08-16 06:27:33,108 - mmaction - INFO - Epoch [25][1040/2505] lr: 3.750e-03, eta: 1 day, 15:47:20, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5688, top5_acc: 0.7979, loss_cls: 1.8022, loss: 1.8022, grad_norm: 7.3183 2020-08-16 06:27:48,849 - mmaction - INFO - Epoch [25][1060/2505] lr: 3.750e-03, eta: 1 day, 15:47:07, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7964, loss_cls: 1.8308, loss: 1.8308, grad_norm: 7.3358 2020-08-16 06:28:05,457 - mmaction - INFO - Epoch [25][1080/2505] lr: 3.750e-03, eta: 1 day, 15:46:56, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.7932, loss_cls: 1.7972, loss: 1.7972, grad_norm: 7.1149 2020-08-16 06:28:20,504 - mmaction - INFO - Epoch [25][1100/2505] lr: 3.750e-03, eta: 1 day, 15:46:41, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8047, loss_cls: 1.7637, loss: 1.7637, grad_norm: 7.2514 2020-08-16 06:28:35,880 - mmaction - INFO - Epoch [25][1120/2505] lr: 3.750e-03, eta: 1 day, 15:46:27, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7964, loss_cls: 1.7632, loss: 1.7632, grad_norm: 7.2774 2020-08-16 06:28:51,446 - mmaction - INFO - Epoch [25][1140/2505] lr: 3.750e-03, eta: 1 day, 15:46:13, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8010, loss_cls: 1.7315, loss: 1.7315, grad_norm: 7.1691 2020-08-16 06:29:06,403 - mmaction - INFO - Epoch [25][1160/2505] lr: 3.750e-03, eta: 1 day, 15:45:57, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8146, loss_cls: 1.7177, loss: 1.7177, grad_norm: 7.3755 2020-08-16 06:29:22,286 - mmaction - INFO - Epoch [25][1180/2505] lr: 3.750e-03, eta: 1 day, 15:45:44, time: 0.798, data_time: 0.007, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8151, loss_cls: 1.6713, loss: 1.6713, grad_norm: 7.0395 2020-08-16 06:29:37,089 - mmaction - INFO - Epoch [25][1200/2505] lr: 3.750e-03, eta: 1 day, 15:45:28, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8198, loss_cls: 1.6847, loss: 1.6847, grad_norm: 7.2029 2020-08-16 06:29:53,600 - mmaction - INFO - Epoch [25][1220/2505] lr: 3.750e-03, eta: 1 day, 15:45:17, time: 0.828, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8135, loss_cls: 1.7236, loss: 1.7236, grad_norm: 7.2576 2020-08-16 06:30:09,304 - mmaction - INFO - Epoch [25][1240/2505] lr: 3.750e-03, eta: 1 day, 15:45:04, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8016, loss_cls: 1.7686, loss: 1.7686, grad_norm: 7.2088 2020-08-16 06:30:23,761 - mmaction - INFO - Epoch [25][1260/2505] lr: 3.750e-03, eta: 1 day, 15:44:47, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7901, loss_cls: 1.8160, loss: 1.8160, grad_norm: 7.1701 2020-08-16 06:30:39,361 - mmaction - INFO - Epoch [25][1280/2505] lr: 3.750e-03, eta: 1 day, 15:44:33, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7990, loss_cls: 1.7749, loss: 1.7749, grad_norm: 7.2385 2020-08-16 06:30:54,466 - mmaction - INFO - Epoch [25][1300/2505] lr: 3.750e-03, eta: 1 day, 15:44:18, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8010, loss_cls: 1.7490, loss: 1.7490, grad_norm: 7.2124 2020-08-16 06:31:10,229 - mmaction - INFO - Epoch [25][1320/2505] lr: 3.750e-03, eta: 1 day, 15:44:04, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8010, loss_cls: 1.6832, loss: 1.6832, grad_norm: 6.9519 2020-08-16 06:31:25,567 - mmaction - INFO - Epoch [25][1340/2505] lr: 3.750e-03, eta: 1 day, 15:43:50, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7896, loss_cls: 1.8150, loss: 1.8150, grad_norm: 7.2996 2020-08-16 06:31:40,808 - mmaction - INFO - Epoch [25][1360/2505] lr: 3.750e-03, eta: 1 day, 15:43:35, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6662, loss: 1.6662, grad_norm: 7.0385 2020-08-16 06:31:56,632 - mmaction - INFO - Epoch [25][1380/2505] lr: 3.750e-03, eta: 1 day, 15:43:22, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8224, loss_cls: 1.6600, loss: 1.6600, grad_norm: 7.1272 2020-08-16 06:32:12,224 - mmaction - INFO - Epoch [25][1400/2505] lr: 3.750e-03, eta: 1 day, 15:43:08, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6161, loss: 1.6161, grad_norm: 7.0450 2020-08-16 06:32:27,775 - mmaction - INFO - Epoch [25][1420/2505] lr: 3.750e-03, eta: 1 day, 15:42:55, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8115, loss_cls: 1.7301, loss: 1.7301, grad_norm: 7.2565 2020-08-16 06:32:43,460 - mmaction - INFO - Epoch [25][1440/2505] lr: 3.750e-03, eta: 1 day, 15:42:41, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8068, loss_cls: 1.7866, loss: 1.7866, grad_norm: 7.5963 2020-08-16 06:32:59,760 - mmaction - INFO - Epoch [25][1460/2505] lr: 3.750e-03, eta: 1 day, 15:42:30, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8276, loss_cls: 1.6707, loss: 1.6707, grad_norm: 7.1912 2020-08-16 06:33:14,469 - mmaction - INFO - Epoch [25][1480/2505] lr: 3.750e-03, eta: 1 day, 15:42:13, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7880, loss_cls: 1.8123, loss: 1.8123, grad_norm: 7.3816 2020-08-16 06:33:29,666 - mmaction - INFO - Epoch [25][1500/2505] lr: 3.750e-03, eta: 1 day, 15:41:58, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8078, loss_cls: 1.7358, loss: 1.7358, grad_norm: 7.1142 2020-08-16 06:33:45,224 - mmaction - INFO - Epoch [25][1520/2505] lr: 3.750e-03, eta: 1 day, 15:41:45, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8073, loss_cls: 1.7316, loss: 1.7316, grad_norm: 7.1676 2020-08-16 06:34:02,570 - mmaction - INFO - Epoch [25][1540/2505] lr: 3.750e-03, eta: 1 day, 15:41:36, time: 0.868, data_time: 0.002, memory: 8343, top1_acc: 0.5745, top5_acc: 0.7990, loss_cls: 1.8069, loss: 1.8069, grad_norm: 7.3664 2020-08-16 06:34:17,486 - mmaction - INFO - Epoch [25][1560/2505] lr: 3.750e-03, eta: 1 day, 15:41:20, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7711, loss: 1.7711, grad_norm: 7.2195 2020-08-16 06:34:32,440 - mmaction - INFO - Epoch [25][1580/2505] lr: 3.750e-03, eta: 1 day, 15:41:05, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8161, loss_cls: 1.7047, loss: 1.7047, grad_norm: 7.2815 2020-08-16 06:34:47,610 - mmaction - INFO - Epoch [25][1600/2505] lr: 3.750e-03, eta: 1 day, 15:40:50, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.8182, loss: 1.8182, grad_norm: 7.3992 2020-08-16 06:35:03,870 - mmaction - INFO - Epoch [25][1620/2505] lr: 3.750e-03, eta: 1 day, 15:40:38, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7870, loss_cls: 1.8735, loss: 1.8735, grad_norm: 7.6506 2020-08-16 06:35:18,453 - mmaction - INFO - Epoch [25][1640/2505] lr: 3.750e-03, eta: 1 day, 15:40:21, time: 0.730, data_time: 0.003, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8026, loss_cls: 1.7595, loss: 1.7595, grad_norm: 7.4003 2020-08-16 06:35:34,787 - mmaction - INFO - Epoch [25][1660/2505] lr: 3.750e-03, eta: 1 day, 15:40:10, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7901, loss_cls: 1.8286, loss: 1.8286, grad_norm: 7.5467 2020-08-16 06:35:49,759 - mmaction - INFO - Epoch [25][1680/2505] lr: 3.750e-03, eta: 1 day, 15:39:54, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.7995, loss_cls: 1.7658, loss: 1.7658, grad_norm: 7.1653 2020-08-16 06:36:04,666 - mmaction - INFO - Epoch [25][1700/2505] lr: 3.750e-03, eta: 1 day, 15:39:38, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8161, loss_cls: 1.7334, loss: 1.7334, grad_norm: 7.0593 2020-08-16 06:36:19,646 - mmaction - INFO - Epoch [25][1720/2505] lr: 3.750e-03, eta: 1 day, 15:39:23, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8010, loss_cls: 1.7816, loss: 1.7816, grad_norm: 7.3580 2020-08-16 06:36:35,502 - mmaction - INFO - Epoch [25][1740/2505] lr: 3.750e-03, eta: 1 day, 15:39:09, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8089, loss_cls: 1.7425, loss: 1.7425, grad_norm: 7.2939 2020-08-16 06:36:50,866 - mmaction - INFO - Epoch [25][1760/2505] lr: 3.750e-03, eta: 1 day, 15:38:55, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8141, loss_cls: 1.7772, loss: 1.7772, grad_norm: 7.2355 2020-08-16 06:37:06,192 - mmaction - INFO - Epoch [25][1780/2505] lr: 3.750e-03, eta: 1 day, 15:38:40, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8161, loss_cls: 1.6668, loss: 1.6668, grad_norm: 7.1581 2020-08-16 06:37:22,211 - mmaction - INFO - Epoch [25][1800/2505] lr: 3.750e-03, eta: 1 day, 15:38:28, time: 0.804, data_time: 0.007, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8099, loss_cls: 1.7691, loss: 1.7691, grad_norm: 7.3874 2020-08-16 06:37:38,516 - mmaction - INFO - Epoch [25][1820/2505] lr: 3.750e-03, eta: 1 day, 15:38:17, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7948, loss_cls: 1.8109, loss: 1.8109, grad_norm: 7.3548 2020-08-16 06:37:52,811 - mmaction - INFO - Epoch [25][1840/2505] lr: 3.750e-03, eta: 1 day, 15:37:59, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7958, loss_cls: 1.8066, loss: 1.8066, grad_norm: 7.3111 2020-08-16 06:38:08,083 - mmaction - INFO - Epoch [25][1860/2505] lr: 3.750e-03, eta: 1 day, 15:37:44, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.8099, loss: 1.8099, grad_norm: 7.2996 2020-08-16 06:38:23,310 - mmaction - INFO - Epoch [25][1880/2505] lr: 3.750e-03, eta: 1 day, 15:37:29, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8188, loss_cls: 1.7119, loss: 1.7119, grad_norm: 7.1151 2020-08-16 06:38:38,607 - mmaction - INFO - Epoch [25][1900/2505] lr: 3.750e-03, eta: 1 day, 15:37:15, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8042, loss_cls: 1.7730, loss: 1.7730, grad_norm: 7.4826 2020-08-16 06:38:54,683 - mmaction - INFO - Epoch [25][1920/2505] lr: 3.750e-03, eta: 1 day, 15:37:02, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7964, loss_cls: 1.8049, loss: 1.8049, grad_norm: 7.1422 2020-08-16 06:39:09,347 - mmaction - INFO - Epoch [25][1940/2505] lr: 3.750e-03, eta: 1 day, 15:36:46, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7984, loss_cls: 1.8035, loss: 1.8035, grad_norm: 7.4341 2020-08-16 06:39:24,433 - mmaction - INFO - Epoch [25][1960/2505] lr: 3.750e-03, eta: 1 day, 15:36:31, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8068, loss_cls: 1.7795, loss: 1.7795, grad_norm: 7.2122 2020-08-16 06:39:41,826 - mmaction - INFO - Epoch [25][1980/2505] lr: 3.750e-03, eta: 1 day, 15:36:22, time: 0.871, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.8161, loss_cls: 1.7747, loss: 1.7747, grad_norm: 7.5420 2020-08-16 06:39:57,047 - mmaction - INFO - Epoch [25][2000/2505] lr: 3.750e-03, eta: 1 day, 15:36:07, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7990, loss_cls: 1.7625, loss: 1.7625, grad_norm: 7.3566 2020-08-16 06:40:11,237 - mmaction - INFO - Epoch [25][2020/2505] lr: 3.750e-03, eta: 1 day, 15:35:49, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8052, loss_cls: 1.7583, loss: 1.7583, grad_norm: 7.2074 2020-08-16 06:40:26,331 - mmaction - INFO - Epoch [25][2040/2505] lr: 3.750e-03, eta: 1 day, 15:35:34, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7990, loss_cls: 1.7801, loss: 1.7801, grad_norm: 7.4255 2020-08-16 06:40:43,018 - mmaction - INFO - Epoch [25][2060/2505] lr: 3.750e-03, eta: 1 day, 15:35:24, time: 0.837, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8052, loss_cls: 1.7421, loss: 1.7421, grad_norm: 7.4491 2020-08-16 06:40:58,152 - mmaction - INFO - Epoch [25][2080/2505] lr: 3.750e-03, eta: 1 day, 15:35:08, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5620, top5_acc: 0.7974, loss_cls: 1.8348, loss: 1.8348, grad_norm: 7.3570 2020-08-16 06:41:12,975 - mmaction - INFO - Epoch [25][2100/2505] lr: 3.750e-03, eta: 1 day, 15:34:53, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8099, loss_cls: 1.7591, loss: 1.7591, grad_norm: 7.3395 2020-08-16 06:41:28,125 - mmaction - INFO - Epoch [25][2120/2505] lr: 3.750e-03, eta: 1 day, 15:34:37, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8109, loss_cls: 1.7298, loss: 1.7298, grad_norm: 7.2572 2020-08-16 06:41:43,304 - mmaction - INFO - Epoch [25][2140/2505] lr: 3.750e-03, eta: 1 day, 15:34:22, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8229, loss_cls: 1.6630, loss: 1.6630, grad_norm: 7.1680 2020-08-16 06:42:00,234 - mmaction - INFO - Epoch [25][2160/2505] lr: 3.750e-03, eta: 1 day, 15:34:12, time: 0.843, data_time: 0.004, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8135, loss_cls: 1.7559, loss: 1.7559, grad_norm: 7.3315 2020-08-16 06:42:15,547 - mmaction - INFO - Epoch [25][2180/2505] lr: 3.750e-03, eta: 1 day, 15:33:58, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7964, loss_cls: 1.7938, loss: 1.7938, grad_norm: 7.3548 2020-08-16 06:42:30,178 - mmaction - INFO - Epoch [25][2200/2505] lr: 3.750e-03, eta: 1 day, 15:33:41, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7990, loss_cls: 1.7768, loss: 1.7768, grad_norm: 7.3333 2020-08-16 06:42:45,881 - mmaction - INFO - Epoch [25][2220/2505] lr: 3.750e-03, eta: 1 day, 15:33:28, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7990, loss_cls: 1.7854, loss: 1.7854, grad_norm: 7.2231 2020-08-16 06:43:00,875 - mmaction - INFO - Epoch [25][2240/2505] lr: 3.750e-03, eta: 1 day, 15:33:12, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7927, loss_cls: 1.7788, loss: 1.7788, grad_norm: 7.3660 2020-08-16 06:43:15,826 - mmaction - INFO - Epoch [25][2260/2505] lr: 3.750e-03, eta: 1 day, 15:32:57, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8104, loss_cls: 1.7469, loss: 1.7469, grad_norm: 7.4129 2020-08-16 06:43:32,155 - mmaction - INFO - Epoch [25][2280/2505] lr: 3.750e-03, eta: 1 day, 15:32:45, time: 0.815, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7948, loss_cls: 1.8307, loss: 1.8307, grad_norm: 7.5518 2020-08-16 06:43:47,137 - mmaction - INFO - Epoch [25][2300/2505] lr: 3.750e-03, eta: 1 day, 15:32:30, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8026, loss_cls: 1.7717, loss: 1.7717, grad_norm: 7.4433 2020-08-16 06:44:02,981 - mmaction - INFO - Epoch [25][2320/2505] lr: 3.750e-03, eta: 1 day, 15:32:17, time: 0.792, data_time: 0.002, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8005, loss_cls: 1.7883, loss: 1.7883, grad_norm: 7.2525 2020-08-16 06:44:19,526 - mmaction - INFO - Epoch [25][2340/2505] lr: 3.750e-03, eta: 1 day, 15:32:06, time: 0.827, data_time: 0.002, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7937, loss_cls: 1.8200, loss: 1.8200, grad_norm: 7.4882 2020-08-16 06:44:35,077 - mmaction - INFO - Epoch [25][2360/2505] lr: 3.750e-03, eta: 1 day, 15:31:52, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8094, loss_cls: 1.7255, loss: 1.7255, grad_norm: 7.3129 2020-08-16 06:44:49,733 - mmaction - INFO - Epoch [25][2380/2505] lr: 3.750e-03, eta: 1 day, 15:31:35, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.7875, loss_cls: 1.8078, loss: 1.8078, grad_norm: 7.2696 2020-08-16 06:45:05,848 - mmaction - INFO - Epoch [25][2400/2505] lr: 3.750e-03, eta: 1 day, 15:31:23, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.7968, loss: 1.7968, grad_norm: 7.1490 2020-08-16 06:45:22,036 - mmaction - INFO - Epoch [25][2420/2505] lr: 3.750e-03, eta: 1 day, 15:31:11, time: 0.810, data_time: 0.002, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8247, loss: 1.8247, grad_norm: 7.2405 2020-08-16 06:45:36,495 - mmaction - INFO - Epoch [25][2440/2505] lr: 3.750e-03, eta: 1 day, 15:30:54, time: 0.721, data_time: 0.004, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7911, loss_cls: 1.8443, loss: 1.8443, grad_norm: 7.3116 2020-08-16 06:45:51,603 - mmaction - INFO - Epoch [25][2460/2505] lr: 3.750e-03, eta: 1 day, 15:30:39, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7932, loss_cls: 1.8544, loss: 1.8544, grad_norm: 7.4923 2020-08-16 06:46:06,703 - mmaction - INFO - Epoch [25][2480/2505] lr: 3.750e-03, eta: 1 day, 15:30:23, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7839, loss_cls: 1.8713, loss: 1.8713, grad_norm: 7.4197 2020-08-16 06:46:23,165 - mmaction - INFO - Epoch [25][2500/2505] lr: 3.750e-03, eta: 1 day, 15:30:12, time: 0.826, data_time: 0.006, memory: 8343, top1_acc: 0.5583, top5_acc: 0.8078, loss_cls: 1.7917, loss: 1.7917, grad_norm: 7.4407 2020-08-16 06:46:26,789 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-08-16 06:46:47,750 - mmaction - INFO - Epoch [26][20/2505] lr: 3.750e-03, eta: 1 day, 15:29:58, time: 1.026, data_time: 0.396, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8135, loss_cls: 1.6481, loss: 1.6481, grad_norm: 6.8498 2020-08-16 06:47:01,498 - mmaction - INFO - Epoch [26][40/2505] lr: 3.750e-03, eta: 1 day, 15:29:39, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.5677, top5_acc: 0.8068, loss_cls: 1.7834, loss: 1.7834, grad_norm: 7.2994 2020-08-16 06:47:17,115 - mmaction - INFO - Epoch [26][60/2505] lr: 3.750e-03, eta: 1 day, 15:29:25, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.7917, loss_cls: 1.7976, loss: 1.7976, grad_norm: 7.2265 2020-08-16 06:47:32,305 - mmaction - INFO - Epoch [26][80/2505] lr: 3.750e-03, eta: 1 day, 15:29:10, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7715, loss: 1.7715, grad_norm: 7.2248 2020-08-16 06:47:47,480 - mmaction - INFO - Epoch [26][100/2505] lr: 3.750e-03, eta: 1 day, 15:28:55, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8245, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.0188 2020-08-16 06:48:02,459 - mmaction - INFO - Epoch [26][120/2505] lr: 3.750e-03, eta: 1 day, 15:28:40, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8073, loss_cls: 1.7373, loss: 1.7373, grad_norm: 7.2102 2020-08-16 06:48:19,399 - mmaction - INFO - Epoch [26][140/2505] lr: 3.750e-03, eta: 1 day, 15:28:30, time: 0.846, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.7969, loss_cls: 1.7429, loss: 1.7429, grad_norm: 7.0494 2020-08-16 06:48:33,851 - mmaction - INFO - Epoch [26][160/2505] lr: 3.750e-03, eta: 1 day, 15:28:13, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7932, loss_cls: 1.8286, loss: 1.8286, grad_norm: 7.3828 2020-08-16 06:48:48,922 - mmaction - INFO - Epoch [26][180/2505] lr: 3.750e-03, eta: 1 day, 15:27:57, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8219, loss_cls: 1.6935, loss: 1.6935, grad_norm: 7.1240 2020-08-16 06:49:04,419 - mmaction - INFO - Epoch [26][200/2505] lr: 3.750e-03, eta: 1 day, 15:27:43, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8161, loss_cls: 1.6489, loss: 1.6489, grad_norm: 6.9966 2020-08-16 06:49:19,972 - mmaction - INFO - Epoch [26][220/2505] lr: 3.750e-03, eta: 1 day, 15:27:29, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8063, loss_cls: 1.7352, loss: 1.7352, grad_norm: 7.1660 2020-08-16 06:49:35,560 - mmaction - INFO - Epoch [26][240/2505] lr: 3.750e-03, eta: 1 day, 15:27:16, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8083, loss_cls: 1.7612, loss: 1.7612, grad_norm: 7.1768 2020-08-16 06:49:50,926 - mmaction - INFO - Epoch [26][260/2505] lr: 3.750e-03, eta: 1 day, 15:27:01, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.5880, top5_acc: 0.7984, loss_cls: 1.7710, loss: 1.7710, grad_norm: 7.0901 2020-08-16 06:50:06,370 - mmaction - INFO - Epoch [26][280/2505] lr: 3.750e-03, eta: 1 day, 15:26:47, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.7567, loss: 1.7567, grad_norm: 7.3326 2020-08-16 06:50:21,674 - mmaction - INFO - Epoch [26][300/2505] lr: 3.750e-03, eta: 1 day, 15:26:32, time: 0.766, data_time: 0.003, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7849, loss_cls: 1.7660, loss: 1.7660, grad_norm: 7.0652 2020-08-16 06:50:36,692 - mmaction - INFO - Epoch [26][320/2505] lr: 3.750e-03, eta: 1 day, 15:26:17, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8109, loss_cls: 1.7612, loss: 1.7612, grad_norm: 7.3132 2020-08-16 06:50:52,925 - mmaction - INFO - Epoch [26][340/2505] lr: 3.750e-03, eta: 1 day, 15:26:05, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.7927, loss_cls: 1.7615, loss: 1.7615, grad_norm: 7.0718 2020-08-16 06:51:08,640 - mmaction - INFO - Epoch [26][360/2505] lr: 3.750e-03, eta: 1 day, 15:25:51, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8099, loss_cls: 1.7131, loss: 1.7131, grad_norm: 7.0683 2020-08-16 06:51:24,810 - mmaction - INFO - Epoch [26][380/2505] lr: 3.750e-03, eta: 1 day, 15:25:39, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8068, loss_cls: 1.7911, loss: 1.7911, grad_norm: 7.3105 2020-08-16 06:51:39,335 - mmaction - INFO - Epoch [26][400/2505] lr: 3.750e-03, eta: 1 day, 15:25:22, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8141, loss_cls: 1.6985, loss: 1.6985, grad_norm: 7.1307 2020-08-16 06:51:54,644 - mmaction - INFO - Epoch [26][420/2505] lr: 3.750e-03, eta: 1 day, 15:25:08, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7880, loss_cls: 1.8042, loss: 1.8042, grad_norm: 7.3776 2020-08-16 06:52:11,440 - mmaction - INFO - Epoch [26][440/2505] lr: 3.750e-03, eta: 1 day, 15:24:57, time: 0.838, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8016, loss_cls: 1.7460, loss: 1.7460, grad_norm: 6.9618 2020-08-16 06:52:26,932 - mmaction - INFO - Epoch [26][460/2505] lr: 3.750e-03, eta: 1 day, 15:24:43, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8115, loss_cls: 1.7068, loss: 1.7068, grad_norm: 7.0139 2020-08-16 06:52:42,532 - mmaction - INFO - Epoch [26][480/2505] lr: 3.750e-03, eta: 1 day, 15:24:29, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8156, loss_cls: 1.6480, loss: 1.6480, grad_norm: 7.0422 2020-08-16 06:52:57,482 - mmaction - INFO - Epoch [26][500/2505] lr: 3.750e-03, eta: 1 day, 15:24:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8286, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.9354 2020-08-16 06:53:13,655 - mmaction - INFO - Epoch [26][520/2505] lr: 3.750e-03, eta: 1 day, 15:24:02, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.7974, loss_cls: 1.7444, loss: 1.7444, grad_norm: 7.2147 2020-08-16 06:53:28,266 - mmaction - INFO - Epoch [26][540/2505] lr: 3.750e-03, eta: 1 day, 15:23:45, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8099, loss_cls: 1.7459, loss: 1.7459, grad_norm: 7.2553 2020-08-16 06:53:43,407 - mmaction - INFO - Epoch [26][560/2505] lr: 3.750e-03, eta: 1 day, 15:23:30, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.5865, top5_acc: 0.7943, loss_cls: 1.7592, loss: 1.7592, grad_norm: 7.0421 2020-08-16 06:53:59,000 - mmaction - INFO - Epoch [26][580/2505] lr: 3.750e-03, eta: 1 day, 15:23:16, time: 0.779, data_time: 0.003, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8052, loss_cls: 1.7191, loss: 1.7191, grad_norm: 7.1068 2020-08-16 06:54:13,892 - mmaction - INFO - Epoch [26][600/2505] lr: 3.750e-03, eta: 1 day, 15:23:00, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8021, loss_cls: 1.7580, loss: 1.7580, grad_norm: 7.4310 2020-08-16 06:54:29,591 - mmaction - INFO - Epoch [26][620/2505] lr: 3.750e-03, eta: 1 day, 15:22:47, time: 0.785, data_time: 0.001, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8109, loss_cls: 1.7132, loss: 1.7132, grad_norm: 7.3118 2020-08-16 06:54:45,984 - mmaction - INFO - Epoch [26][640/2505] lr: 3.750e-03, eta: 1 day, 15:22:35, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8177, loss_cls: 1.7300, loss: 1.7300, grad_norm: 7.2301 2020-08-16 06:55:01,898 - mmaction - INFO - Epoch [26][660/2505] lr: 3.750e-03, eta: 1 day, 15:22:22, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8042, loss_cls: 1.7258, loss: 1.7258, grad_norm: 7.1824 2020-08-16 06:55:16,207 - mmaction - INFO - Epoch [26][680/2505] lr: 3.750e-03, eta: 1 day, 15:22:05, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8016, loss_cls: 1.7247, loss: 1.7247, grad_norm: 7.0733 2020-08-16 06:55:31,885 - mmaction - INFO - Epoch [26][700/2505] lr: 3.750e-03, eta: 1 day, 15:21:51, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7979, loss_cls: 1.7593, loss: 1.7593, grad_norm: 7.2045 2020-08-16 06:55:47,716 - mmaction - INFO - Epoch [26][720/2505] lr: 3.750e-03, eta: 1 day, 15:21:38, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8073, loss_cls: 1.7332, loss: 1.7332, grad_norm: 7.1979 2020-08-16 06:56:03,465 - mmaction - INFO - Epoch [26][740/2505] lr: 3.750e-03, eta: 1 day, 15:21:25, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8151, loss_cls: 1.7429, loss: 1.7429, grad_norm: 7.3260 2020-08-16 06:56:18,670 - mmaction - INFO - Epoch [26][760/2505] lr: 3.750e-03, eta: 1 day, 15:21:10, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8078, loss_cls: 1.6923, loss: 1.6923, grad_norm: 7.0798 2020-08-16 06:56:35,342 - mmaction - INFO - Epoch [26][780/2505] lr: 3.750e-03, eta: 1 day, 15:20:59, time: 0.834, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8031, loss_cls: 1.7686, loss: 1.7686, grad_norm: 7.3146 2020-08-16 06:56:50,144 - mmaction - INFO - Epoch [26][800/2505] lr: 3.750e-03, eta: 1 day, 15:20:43, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.7848, loss: 1.7848, grad_norm: 7.3933 2020-08-16 06:57:05,196 - mmaction - INFO - Epoch [26][820/2505] lr: 3.750e-03, eta: 1 day, 15:20:28, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8198, loss_cls: 1.6784, loss: 1.6784, grad_norm: 7.0482 2020-08-16 06:57:20,831 - mmaction - INFO - Epoch [26][840/2505] lr: 3.750e-03, eta: 1 day, 15:20:14, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8083, loss_cls: 1.7746, loss: 1.7746, grad_norm: 7.3107 2020-08-16 06:57:36,222 - mmaction - INFO - Epoch [26][860/2505] lr: 3.750e-03, eta: 1 day, 15:19:59, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8026, loss_cls: 1.7650, loss: 1.7650, grad_norm: 7.3067 2020-08-16 06:57:51,204 - mmaction - INFO - Epoch [26][880/2505] lr: 3.750e-03, eta: 1 day, 15:19:44, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7995, loss_cls: 1.7927, loss: 1.7927, grad_norm: 7.3583 2020-08-16 06:58:06,379 - mmaction - INFO - Epoch [26][900/2505] lr: 3.750e-03, eta: 1 day, 15:19:29, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.7922, loss_cls: 1.8009, loss: 1.8009, grad_norm: 7.2528 2020-08-16 06:58:21,780 - mmaction - INFO - Epoch [26][920/2505] lr: 3.750e-03, eta: 1 day, 15:19:14, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7880, loss_cls: 1.8539, loss: 1.8539, grad_norm: 7.4153 2020-08-16 06:58:37,620 - mmaction - INFO - Epoch [26][940/2505] lr: 3.750e-03, eta: 1 day, 15:19:01, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8083, loss_cls: 1.7404, loss: 1.7404, grad_norm: 7.3129 2020-08-16 06:58:53,190 - mmaction - INFO - Epoch [26][960/2505] lr: 3.750e-03, eta: 1 day, 15:18:48, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7812, loss: 1.7812, grad_norm: 7.3005 2020-08-16 06:59:08,541 - mmaction - INFO - Epoch [26][980/2505] lr: 3.750e-03, eta: 1 day, 15:18:33, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8181, loss: 1.8181, grad_norm: 7.3952 2020-08-16 06:59:23,551 - mmaction - INFO - Epoch [26][1000/2505] lr: 3.750e-03, eta: 1 day, 15:18:17, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8036, loss_cls: 1.7527, loss: 1.7527, grad_norm: 7.0798 2020-08-16 06:59:39,143 - mmaction - INFO - Epoch [26][1020/2505] lr: 3.750e-03, eta: 1 day, 15:18:04, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8005, loss_cls: 1.7633, loss: 1.7633, grad_norm: 7.3019 2020-08-16 06:59:54,635 - mmaction - INFO - Epoch [26][1040/2505] lr: 3.750e-03, eta: 1 day, 15:17:50, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8036, loss_cls: 1.7622, loss: 1.7622, grad_norm: 7.3296 2020-08-16 07:00:10,002 - mmaction - INFO - Epoch [26][1060/2505] lr: 3.750e-03, eta: 1 day, 15:17:35, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.7964, loss_cls: 1.7966, loss: 1.7966, grad_norm: 7.4223 2020-08-16 07:00:24,839 - mmaction - INFO - Epoch [26][1080/2505] lr: 3.750e-03, eta: 1 day, 15:17:19, time: 0.749, data_time: 0.012, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8073, loss_cls: 1.7183, loss: 1.7183, grad_norm: 7.1552 2020-08-16 07:00:40,074 - mmaction - INFO - Epoch [26][1100/2505] lr: 3.750e-03, eta: 1 day, 15:17:04, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8031, loss_cls: 1.7367, loss: 1.7367, grad_norm: 7.3226 2020-08-16 07:00:55,277 - mmaction - INFO - Epoch [26][1120/2505] lr: 3.750e-03, eta: 1 day, 15:16:49, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8000, loss_cls: 1.7758, loss: 1.7758, grad_norm: 7.5018 2020-08-16 07:01:10,775 - mmaction - INFO - Epoch [26][1140/2505] lr: 3.750e-03, eta: 1 day, 15:16:35, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8094, loss_cls: 1.7443, loss: 1.7443, grad_norm: 7.2929 2020-08-16 07:01:26,056 - mmaction - INFO - Epoch [26][1160/2505] lr: 3.750e-03, eta: 1 day, 15:16:20, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8099, loss_cls: 1.6839, loss: 1.6839, grad_norm: 6.9162 2020-08-16 07:01:41,075 - mmaction - INFO - Epoch [26][1180/2505] lr: 3.750e-03, eta: 1 day, 15:16:05, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8177, loss_cls: 1.7177, loss: 1.7177, grad_norm: 7.2298 2020-08-16 07:01:57,773 - mmaction - INFO - Epoch [26][1200/2505] lr: 3.750e-03, eta: 1 day, 15:15:54, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8141, loss_cls: 1.7115, loss: 1.7115, grad_norm: 7.0811 2020-08-16 07:02:12,221 - mmaction - INFO - Epoch [26][1220/2505] lr: 3.750e-03, eta: 1 day, 15:15:37, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8146, loss_cls: 1.6957, loss: 1.6957, grad_norm: 7.3092 2020-08-16 07:02:27,473 - mmaction - INFO - Epoch [26][1240/2505] lr: 3.750e-03, eta: 1 day, 15:15:22, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8208, loss_cls: 1.6313, loss: 1.6313, grad_norm: 7.1261 2020-08-16 07:02:43,460 - mmaction - INFO - Epoch [26][1260/2505] lr: 3.750e-03, eta: 1 day, 15:15:09, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7969, loss_cls: 1.7429, loss: 1.7429, grad_norm: 7.2855 2020-08-16 07:02:59,185 - mmaction - INFO - Epoch [26][1280/2505] lr: 3.750e-03, eta: 1 day, 15:14:56, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8104, loss_cls: 1.6726, loss: 1.6726, grad_norm: 7.0948 2020-08-16 07:03:14,458 - mmaction - INFO - Epoch [26][1300/2505] lr: 3.750e-03, eta: 1 day, 15:14:41, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8120, loss_cls: 1.6985, loss: 1.6985, grad_norm: 7.2486 2020-08-16 07:03:29,528 - mmaction - INFO - Epoch [26][1320/2505] lr: 3.750e-03, eta: 1 day, 15:14:26, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8005, loss_cls: 1.7650, loss: 1.7650, grad_norm: 7.3664 2020-08-16 07:03:45,144 - mmaction - INFO - Epoch [26][1340/2505] lr: 3.750e-03, eta: 1 day, 15:14:12, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8089, loss_cls: 1.6960, loss: 1.6960, grad_norm: 7.1425 2020-08-16 07:04:00,586 - mmaction - INFO - Epoch [26][1360/2505] lr: 3.750e-03, eta: 1 day, 15:13:58, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8161, loss_cls: 1.6746, loss: 1.6746, grad_norm: 7.2343 2020-08-16 07:04:15,635 - mmaction - INFO - Epoch [26][1380/2505] lr: 3.750e-03, eta: 1 day, 15:13:42, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.8274, loss: 1.8274, grad_norm: 7.5255 2020-08-16 07:04:30,670 - mmaction - INFO - Epoch [26][1400/2505] lr: 3.750e-03, eta: 1 day, 15:13:27, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8182, loss_cls: 1.6952, loss: 1.6952, grad_norm: 7.0895 2020-08-16 07:04:46,206 - mmaction - INFO - Epoch [26][1420/2505] lr: 3.750e-03, eta: 1 day, 15:13:13, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8120, loss_cls: 1.7005, loss: 1.7005, grad_norm: 7.2207 2020-08-16 07:05:02,095 - mmaction - INFO - Epoch [26][1440/2505] lr: 3.750e-03, eta: 1 day, 15:13:00, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8109, loss_cls: 1.7166, loss: 1.7166, grad_norm: 7.2769 2020-08-16 07:05:17,899 - mmaction - INFO - Epoch [26][1460/2505] lr: 3.750e-03, eta: 1 day, 15:12:47, time: 0.792, data_time: 0.003, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8000, loss_cls: 1.7435, loss: 1.7435, grad_norm: 7.2642 2020-08-16 07:05:33,051 - mmaction - INFO - Epoch [26][1480/2505] lr: 3.750e-03, eta: 1 day, 15:12:32, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8016, loss_cls: 1.7317, loss: 1.7317, grad_norm: 7.3024 2020-08-16 07:05:48,789 - mmaction - INFO - Epoch [26][1500/2505] lr: 3.750e-03, eta: 1 day, 15:12:18, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8021, loss_cls: 1.8180, loss: 1.8180, grad_norm: 7.5240 2020-08-16 07:06:04,206 - mmaction - INFO - Epoch [26][1520/2505] lr: 3.750e-03, eta: 1 day, 15:12:04, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.6885, loss: 1.6885, grad_norm: 7.2276 2020-08-16 07:06:19,453 - mmaction - INFO - Epoch [26][1540/2505] lr: 3.750e-03, eta: 1 day, 15:11:49, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8026, loss_cls: 1.7927, loss: 1.7927, grad_norm: 7.3974 2020-08-16 07:06:35,065 - mmaction - INFO - Epoch [26][1560/2505] lr: 3.750e-03, eta: 1 day, 15:11:35, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8052, loss_cls: 1.8103, loss: 1.8103, grad_norm: 7.5039 2020-08-16 07:06:49,945 - mmaction - INFO - Epoch [26][1580/2505] lr: 3.750e-03, eta: 1 day, 15:11:19, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5734, top5_acc: 0.8089, loss_cls: 1.7492, loss: 1.7492, grad_norm: 7.2253 2020-08-16 07:07:05,502 - mmaction - INFO - Epoch [26][1600/2505] lr: 3.750e-03, eta: 1 day, 15:11:05, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8240, loss_cls: 1.6391, loss: 1.6391, grad_norm: 7.1719 2020-08-16 07:07:20,336 - mmaction - INFO - Epoch [26][1620/2505] lr: 3.750e-03, eta: 1 day, 15:10:49, time: 0.743, data_time: 0.008, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7659, loss: 1.7659, grad_norm: 7.4681 2020-08-16 07:07:35,856 - mmaction - INFO - Epoch [26][1640/2505] lr: 3.750e-03, eta: 1 day, 15:10:35, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8130, loss_cls: 1.7267, loss: 1.7267, grad_norm: 7.2803 2020-08-16 07:07:50,959 - mmaction - INFO - Epoch [26][1660/2505] lr: 3.750e-03, eta: 1 day, 15:10:20, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8052, loss_cls: 1.7934, loss: 1.7934, grad_norm: 7.2674 2020-08-16 07:08:06,593 - mmaction - INFO - Epoch [26][1680/2505] lr: 3.750e-03, eta: 1 day, 15:10:06, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8073, loss_cls: 1.7785, loss: 1.7785, grad_norm: 7.4137 2020-08-16 07:08:21,972 - mmaction - INFO - Epoch [26][1700/2505] lr: 3.750e-03, eta: 1 day, 15:09:52, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8109, loss_cls: 1.7333, loss: 1.7333, grad_norm: 7.1417 2020-08-16 07:08:37,452 - mmaction - INFO - Epoch [26][1720/2505] lr: 3.750e-03, eta: 1 day, 15:09:37, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8125, loss_cls: 1.7558, loss: 1.7558, grad_norm: 7.2554 2020-08-16 07:08:52,380 - mmaction - INFO - Epoch [26][1740/2505] lr: 3.750e-03, eta: 1 day, 15:09:22, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8052, loss_cls: 1.7910, loss: 1.7910, grad_norm: 7.2810 2020-08-16 07:09:08,080 - mmaction - INFO - Epoch [26][1760/2505] lr: 3.750e-03, eta: 1 day, 15:09:08, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8120, loss_cls: 1.7327, loss: 1.7327, grad_norm: 7.3268 2020-08-16 07:09:23,356 - mmaction - INFO - Epoch [26][1780/2505] lr: 3.750e-03, eta: 1 day, 15:08:53, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.7990, loss_cls: 1.7427, loss: 1.7427, grad_norm: 7.2391 2020-08-16 07:09:38,466 - mmaction - INFO - Epoch [26][1800/2505] lr: 3.750e-03, eta: 1 day, 15:08:38, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8063, loss_cls: 1.7170, loss: 1.7170, grad_norm: 7.3039 2020-08-16 07:09:54,793 - mmaction - INFO - Epoch [26][1820/2505] lr: 3.750e-03, eta: 1 day, 15:08:26, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7995, loss_cls: 1.7460, loss: 1.7460, grad_norm: 7.2872 2020-08-16 07:10:09,332 - mmaction - INFO - Epoch [26][1840/2505] lr: 3.750e-03, eta: 1 day, 15:08:10, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8036, loss_cls: 1.7660, loss: 1.7660, grad_norm: 7.4612 2020-08-16 07:10:24,472 - mmaction - INFO - Epoch [26][1860/2505] lr: 3.750e-03, eta: 1 day, 15:07:54, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7917, loss_cls: 1.8005, loss: 1.8005, grad_norm: 7.4258 2020-08-16 07:10:40,179 - mmaction - INFO - Epoch [26][1880/2505] lr: 3.750e-03, eta: 1 day, 15:07:41, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8031, loss_cls: 1.7598, loss: 1.7598, grad_norm: 7.2376 2020-08-16 07:10:55,282 - mmaction - INFO - Epoch [26][1900/2505] lr: 3.750e-03, eta: 1 day, 15:07:26, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7958, loss_cls: 1.8024, loss: 1.8024, grad_norm: 7.2908 2020-08-16 07:11:10,975 - mmaction - INFO - Epoch [26][1920/2505] lr: 3.750e-03, eta: 1 day, 15:07:12, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8161, loss_cls: 1.7007, loss: 1.7007, grad_norm: 7.4059 2020-08-16 07:11:26,103 - mmaction - INFO - Epoch [26][1940/2505] lr: 3.750e-03, eta: 1 day, 15:06:57, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7833, loss_cls: 1.7851, loss: 1.7851, grad_norm: 7.4069 2020-08-16 07:11:41,166 - mmaction - INFO - Epoch [26][1960/2505] lr: 3.750e-03, eta: 1 day, 15:06:41, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5661, top5_acc: 0.8021, loss_cls: 1.7929, loss: 1.7929, grad_norm: 7.6450 2020-08-16 07:11:56,697 - mmaction - INFO - Epoch [26][1980/2505] lr: 3.750e-03, eta: 1 day, 15:06:27, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8068, loss_cls: 1.7336, loss: 1.7336, grad_norm: 7.3959 2020-08-16 07:12:12,057 - mmaction - INFO - Epoch [26][2000/2505] lr: 3.750e-03, eta: 1 day, 15:06:13, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7844, loss_cls: 1.8164, loss: 1.8164, grad_norm: 7.2730 2020-08-16 07:12:27,380 - mmaction - INFO - Epoch [26][2020/2505] lr: 3.750e-03, eta: 1 day, 15:05:58, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8146, loss_cls: 1.7470, loss: 1.7470, grad_norm: 7.1668 2020-08-16 07:12:43,107 - mmaction - INFO - Epoch [26][2040/2505] lr: 3.750e-03, eta: 1 day, 15:05:45, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8042, loss_cls: 1.7446, loss: 1.7446, grad_norm: 7.3039 2020-08-16 07:12:59,093 - mmaction - INFO - Epoch [26][2060/2505] lr: 3.750e-03, eta: 1 day, 15:05:32, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.5682, top5_acc: 0.8005, loss_cls: 1.7869, loss: 1.7869, grad_norm: 7.3779 2020-08-16 07:13:13,702 - mmaction - INFO - Epoch [26][2080/2505] lr: 3.750e-03, eta: 1 day, 15:05:15, time: 0.731, data_time: 0.003, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8078, loss_cls: 1.6958, loss: 1.6958, grad_norm: 7.1857 2020-08-16 07:13:28,917 - mmaction - INFO - Epoch [26][2100/2505] lr: 3.750e-03, eta: 1 day, 15:05:00, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8016, loss_cls: 1.7787, loss: 1.7787, grad_norm: 7.4958 2020-08-16 07:13:45,555 - mmaction - INFO - Epoch [26][2120/2505] lr: 3.750e-03, eta: 1 day, 15:04:49, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8052, loss_cls: 1.7693, loss: 1.7693, grad_norm: 7.3128 2020-08-16 07:14:00,025 - mmaction - INFO - Epoch [26][2140/2505] lr: 3.750e-03, eta: 1 day, 15:04:32, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8042, loss_cls: 1.7415, loss: 1.7415, grad_norm: 7.3498 2020-08-16 07:14:15,285 - mmaction - INFO - Epoch [26][2160/2505] lr: 3.750e-03, eta: 1 day, 15:04:17, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5698, top5_acc: 0.8021, loss_cls: 1.7858, loss: 1.7858, grad_norm: 7.5976 2020-08-16 07:14:30,557 - mmaction - INFO - Epoch [26][2180/2505] lr: 3.750e-03, eta: 1 day, 15:04:03, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8047, loss_cls: 1.7348, loss: 1.7348, grad_norm: 7.3720 2020-08-16 07:14:45,810 - mmaction - INFO - Epoch [26][2200/2505] lr: 3.750e-03, eta: 1 day, 15:03:48, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8016, loss_cls: 1.7483, loss: 1.7483, grad_norm: 7.2712 2020-08-16 07:15:01,107 - mmaction - INFO - Epoch [26][2220/2505] lr: 3.750e-03, eta: 1 day, 15:03:33, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8036, loss_cls: 1.8055, loss: 1.8055, grad_norm: 7.2655 2020-08-16 07:15:16,328 - mmaction - INFO - Epoch [26][2240/2505] lr: 3.750e-03, eta: 1 day, 15:03:18, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8177, loss_cls: 1.7173, loss: 1.7173, grad_norm: 7.2833 2020-08-16 07:15:31,582 - mmaction - INFO - Epoch [26][2260/2505] lr: 3.750e-03, eta: 1 day, 15:03:03, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8021, loss_cls: 1.7957, loss: 1.7957, grad_norm: 7.3616 2020-08-16 07:15:47,086 - mmaction - INFO - Epoch [26][2280/2505] lr: 3.750e-03, eta: 1 day, 15:02:49, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8167, loss_cls: 1.7527, loss: 1.7527, grad_norm: 7.2842 2020-08-16 07:16:03,943 - mmaction - INFO - Epoch [26][2300/2505] lr: 3.750e-03, eta: 1 day, 15:02:39, time: 0.840, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8245, loss_cls: 1.6730, loss: 1.6730, grad_norm: 7.3064 2020-08-16 07:16:18,966 - mmaction - INFO - Epoch [26][2320/2505] lr: 3.750e-03, eta: 1 day, 15:02:23, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7807, loss: 1.7807, grad_norm: 7.4407 2020-08-16 07:16:33,843 - mmaction - INFO - Epoch [26][2340/2505] lr: 3.750e-03, eta: 1 day, 15:02:08, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.7979, loss_cls: 1.7545, loss: 1.7545, grad_norm: 7.5084 2020-08-16 07:16:50,410 - mmaction - INFO - Epoch [26][2360/2505] lr: 3.750e-03, eta: 1 day, 15:01:56, time: 0.826, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.8610, loss: 1.8610, grad_norm: 7.3088 2020-08-16 07:17:05,641 - mmaction - INFO - Epoch [26][2380/2505] lr: 3.750e-03, eta: 1 day, 15:01:42, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8083, loss_cls: 1.7355, loss: 1.7355, grad_norm: 7.3204 2020-08-16 07:17:21,572 - mmaction - INFO - Epoch [26][2400/2505] lr: 3.750e-03, eta: 1 day, 15:01:29, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7958, loss_cls: 1.7836, loss: 1.7836, grad_norm: 7.3806 2020-08-16 07:17:36,436 - mmaction - INFO - Epoch [26][2420/2505] lr: 3.750e-03, eta: 1 day, 15:01:13, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7979, loss_cls: 1.7907, loss: 1.7907, grad_norm: 7.2341 2020-08-16 07:17:53,000 - mmaction - INFO - Epoch [26][2440/2505] lr: 3.750e-03, eta: 1 day, 15:01:01, time: 0.827, data_time: 0.007, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8311, loss: 1.8311, grad_norm: 7.2569 2020-08-16 07:18:08,287 - mmaction - INFO - Epoch [26][2460/2505] lr: 3.750e-03, eta: 1 day, 15:00:47, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8036, loss_cls: 1.7369, loss: 1.7369, grad_norm: 7.1880 2020-08-16 07:18:23,425 - mmaction - INFO - Epoch [26][2480/2505] lr: 3.750e-03, eta: 1 day, 15:00:32, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7901, loss_cls: 1.8046, loss: 1.8046, grad_norm: 7.3909 2020-08-16 07:18:38,386 - mmaction - INFO - Epoch [26][2500/2505] lr: 3.750e-03, eta: 1 day, 15:00:16, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8036, loss_cls: 1.7801, loss: 1.7801, grad_norm: 7.2844 2020-08-16 07:18:42,210 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-08-16 07:19:06,638 - mmaction - INFO - Epoch [27][20/2505] lr: 3.750e-03, eta: 1 day, 15:00:11, time: 1.193, data_time: 0.580, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8052, loss_cls: 1.6976, loss: 1.6976, grad_norm: 7.0423 2020-08-16 07:19:19,813 - mmaction - INFO - Epoch [27][40/2505] lr: 3.750e-03, eta: 1 day, 14:59:50, time: 0.661, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8141, loss_cls: 1.7034, loss: 1.7034, grad_norm: 6.9409 2020-08-16 07:19:35,840 - mmaction - INFO - Epoch [27][60/2505] lr: 3.750e-03, eta: 1 day, 14:59:38, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8151, loss_cls: 1.7198, loss: 1.7198, grad_norm: 7.5110 2020-08-16 07:19:50,127 - mmaction - INFO - Epoch [27][80/2505] lr: 3.750e-03, eta: 1 day, 14:59:20, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7979, loss_cls: 1.7897, loss: 1.7897, grad_norm: 7.2706 2020-08-16 07:20:05,699 - mmaction - INFO - Epoch [27][100/2505] lr: 3.750e-03, eta: 1 day, 14:59:06, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7073, loss: 1.7073, grad_norm: 7.3844 2020-08-16 07:20:20,965 - mmaction - INFO - Epoch [27][120/2505] lr: 3.750e-03, eta: 1 day, 14:58:51, time: 0.763, data_time: 0.002, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8193, loss_cls: 1.6788, loss: 1.6788, grad_norm: 7.1940 2020-08-16 07:20:37,792 - mmaction - INFO - Epoch [27][140/2505] lr: 3.750e-03, eta: 1 day, 14:58:41, time: 0.839, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.7979, loss_cls: 1.8207, loss: 1.8207, grad_norm: 7.4050 2020-08-16 07:20:54,212 - mmaction - INFO - Epoch [27][160/2505] lr: 3.750e-03, eta: 1 day, 14:58:29, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7544, loss: 1.7544, grad_norm: 7.2328 2020-08-16 07:21:08,964 - mmaction - INFO - Epoch [27][180/2505] lr: 3.750e-03, eta: 1 day, 14:58:13, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8130, loss_cls: 1.6923, loss: 1.6923, grad_norm: 7.1238 2020-08-16 07:21:23,730 - mmaction - INFO - Epoch [27][200/2505] lr: 3.750e-03, eta: 1 day, 14:57:57, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8125, loss_cls: 1.6952, loss: 1.6952, grad_norm: 7.1217 2020-08-16 07:21:39,465 - mmaction - INFO - Epoch [27][220/2505] lr: 3.750e-03, eta: 1 day, 14:57:43, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8026, loss_cls: 1.7467, loss: 1.7467, grad_norm: 7.1540 2020-08-16 07:21:54,987 - mmaction - INFO - Epoch [27][240/2505] lr: 3.750e-03, eta: 1 day, 14:57:29, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8286, loss_cls: 1.6645, loss: 1.6645, grad_norm: 7.0277 2020-08-16 07:22:09,921 - mmaction - INFO - Epoch [27][260/2505] lr: 3.750e-03, eta: 1 day, 14:57:13, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8073, loss_cls: 1.7244, loss: 1.7244, grad_norm: 7.2236 2020-08-16 07:22:25,164 - mmaction - INFO - Epoch [27][280/2505] lr: 3.750e-03, eta: 1 day, 14:56:59, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8234, loss_cls: 1.6560, loss: 1.6560, grad_norm: 7.0844 2020-08-16 07:22:41,862 - mmaction - INFO - Epoch [27][300/2505] lr: 3.750e-03, eta: 1 day, 14:56:48, time: 0.835, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8078, loss_cls: 1.7469, loss: 1.7469, grad_norm: 7.2720 2020-08-16 07:22:56,781 - mmaction - INFO - Epoch [27][320/2505] lr: 3.750e-03, eta: 1 day, 14:56:32, time: 0.746, data_time: 0.003, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8104, loss_cls: 1.7229, loss: 1.7229, grad_norm: 7.4644 2020-08-16 07:23:12,373 - mmaction - INFO - Epoch [27][340/2505] lr: 3.750e-03, eta: 1 day, 14:56:18, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8245, loss_cls: 1.6280, loss: 1.6280, grad_norm: 7.2711 2020-08-16 07:23:27,825 - mmaction - INFO - Epoch [27][360/2505] lr: 3.750e-03, eta: 1 day, 14:56:04, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8036, loss_cls: 1.7416, loss: 1.7416, grad_norm: 7.1847 2020-08-16 07:23:43,814 - mmaction - INFO - Epoch [27][380/2505] lr: 3.750e-03, eta: 1 day, 14:55:51, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8187, loss_cls: 1.6579, loss: 1.6579, grad_norm: 7.0477 2020-08-16 07:23:59,156 - mmaction - INFO - Epoch [27][400/2505] lr: 3.750e-03, eta: 1 day, 14:55:36, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8182, loss_cls: 1.7301, loss: 1.7301, grad_norm: 7.1697 2020-08-16 07:24:14,925 - mmaction - INFO - Epoch [27][420/2505] lr: 3.750e-03, eta: 1 day, 14:55:23, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8182, loss_cls: 1.6577, loss: 1.6577, grad_norm: 7.0875 2020-08-16 07:24:30,058 - mmaction - INFO - Epoch [27][440/2505] lr: 3.750e-03, eta: 1 day, 14:55:08, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8021, loss_cls: 1.7456, loss: 1.7456, grad_norm: 7.1240 2020-08-16 07:24:46,300 - mmaction - INFO - Epoch [27][460/2505] lr: 3.750e-03, eta: 1 day, 14:54:56, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8047, loss_cls: 1.7522, loss: 1.7522, grad_norm: 7.6227 2020-08-16 07:25:00,820 - mmaction - INFO - Epoch [27][480/2505] lr: 3.750e-03, eta: 1 day, 14:54:39, time: 0.725, data_time: 0.002, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8115, loss_cls: 1.6851, loss: 1.6851, grad_norm: 7.1074 2020-08-16 07:25:16,446 - mmaction - INFO - Epoch [27][500/2505] lr: 3.750e-03, eta: 1 day, 14:54:25, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8224, loss_cls: 1.6791, loss: 1.6791, grad_norm: 7.1035 2020-08-16 07:25:31,805 - mmaction - INFO - Epoch [27][520/2505] lr: 3.750e-03, eta: 1 day, 14:54:10, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8146, loss_cls: 1.6890, loss: 1.6890, grad_norm: 7.2010 2020-08-16 07:25:47,248 - mmaction - INFO - Epoch [27][540/2505] lr: 3.750e-03, eta: 1 day, 14:53:56, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7922, loss_cls: 1.8355, loss: 1.8355, grad_norm: 7.4185 2020-08-16 07:26:02,715 - mmaction - INFO - Epoch [27][560/2505] lr: 3.750e-03, eta: 1 day, 14:53:42, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8089, loss_cls: 1.6927, loss: 1.6927, grad_norm: 7.0369 2020-08-16 07:26:19,334 - mmaction - INFO - Epoch [27][580/2505] lr: 3.750e-03, eta: 1 day, 14:53:31, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8234, loss_cls: 1.6478, loss: 1.6478, grad_norm: 7.1827 2020-08-16 07:26:34,873 - mmaction - INFO - Epoch [27][600/2505] lr: 3.750e-03, eta: 1 day, 14:53:17, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8016, loss_cls: 1.7231, loss: 1.7231, grad_norm: 7.2365 2020-08-16 07:26:50,621 - mmaction - INFO - Epoch [27][620/2505] lr: 3.750e-03, eta: 1 day, 14:53:03, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8146, loss_cls: 1.7323, loss: 1.7323, grad_norm: 7.4129 2020-08-16 07:27:04,943 - mmaction - INFO - Epoch [27][640/2505] lr: 3.750e-03, eta: 1 day, 14:52:46, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7927, loss_cls: 1.7863, loss: 1.7863, grad_norm: 7.4700 2020-08-16 07:27:20,575 - mmaction - INFO - Epoch [27][660/2505] lr: 3.750e-03, eta: 1 day, 14:52:32, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8214, loss_cls: 1.6648, loss: 1.6648, grad_norm: 7.2265 2020-08-16 07:27:36,059 - mmaction - INFO - Epoch [27][680/2505] lr: 3.750e-03, eta: 1 day, 14:52:18, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8083, loss_cls: 1.7536, loss: 1.7536, grad_norm: 7.3168 2020-08-16 07:27:51,446 - mmaction - INFO - Epoch [27][700/2505] lr: 3.750e-03, eta: 1 day, 14:52:03, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8078, loss_cls: 1.7205, loss: 1.7205, grad_norm: 7.1117 2020-08-16 07:28:06,929 - mmaction - INFO - Epoch [27][720/2505] lr: 3.750e-03, eta: 1 day, 14:51:49, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8073, loss_cls: 1.7766, loss: 1.7766, grad_norm: 7.4231 2020-08-16 07:28:21,896 - mmaction - INFO - Epoch [27][740/2505] lr: 3.750e-03, eta: 1 day, 14:51:33, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7927, loss_cls: 1.8073, loss: 1.8073, grad_norm: 7.2625 2020-08-16 07:28:37,703 - mmaction - INFO - Epoch [27][760/2505] lr: 3.750e-03, eta: 1 day, 14:51:20, time: 0.792, data_time: 0.007, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8010, loss_cls: 1.7406, loss: 1.7406, grad_norm: 7.1611 2020-08-16 07:28:53,214 - mmaction - INFO - Epoch [27][780/2505] lr: 3.750e-03, eta: 1 day, 14:51:06, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8177, loss_cls: 1.6896, loss: 1.6896, grad_norm: 7.1741 2020-08-16 07:29:08,525 - mmaction - INFO - Epoch [27][800/2505] lr: 3.750e-03, eta: 1 day, 14:50:51, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8099, loss_cls: 1.7266, loss: 1.7266, grad_norm: 7.4080 2020-08-16 07:29:23,705 - mmaction - INFO - Epoch [27][820/2505] lr: 3.750e-03, eta: 1 day, 14:50:36, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8203, loss_cls: 1.6977, loss: 1.6977, grad_norm: 7.2714 2020-08-16 07:29:39,101 - mmaction - INFO - Epoch [27][840/2505] lr: 3.750e-03, eta: 1 day, 14:50:21, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8063, loss_cls: 1.7647, loss: 1.7647, grad_norm: 7.4936 2020-08-16 07:29:54,934 - mmaction - INFO - Epoch [27][860/2505] lr: 3.750e-03, eta: 1 day, 14:50:08, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8167, loss_cls: 1.6609, loss: 1.6609, grad_norm: 7.0875 2020-08-16 07:30:09,945 - mmaction - INFO - Epoch [27][880/2505] lr: 3.750e-03, eta: 1 day, 14:49:53, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8120, loss_cls: 1.7616, loss: 1.7616, grad_norm: 7.2815 2020-08-16 07:30:25,673 - mmaction - INFO - Epoch [27][900/2505] lr: 3.750e-03, eta: 1 day, 14:49:39, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7990, loss_cls: 1.7923, loss: 1.7923, grad_norm: 7.3009 2020-08-16 07:30:40,800 - mmaction - INFO - Epoch [27][920/2505] lr: 3.750e-03, eta: 1 day, 14:49:24, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8016, loss_cls: 1.7686, loss: 1.7686, grad_norm: 7.4720 2020-08-16 07:30:57,492 - mmaction - INFO - Epoch [27][940/2505] lr: 3.750e-03, eta: 1 day, 14:49:13, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8649, loss: 1.8649, grad_norm: 7.6321 2020-08-16 07:31:12,194 - mmaction - INFO - Epoch [27][960/2505] lr: 3.750e-03, eta: 1 day, 14:48:57, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8172, loss_cls: 1.7265, loss: 1.7265, grad_norm: 7.1991 2020-08-16 07:31:27,458 - mmaction - INFO - Epoch [27][980/2505] lr: 3.750e-03, eta: 1 day, 14:48:42, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7901, loss_cls: 1.7905, loss: 1.7905, grad_norm: 7.2661 2020-08-16 07:31:44,270 - mmaction - INFO - Epoch [27][1000/2505] lr: 3.750e-03, eta: 1 day, 14:48:31, time: 0.843, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8151, loss_cls: 1.7046, loss: 1.7046, grad_norm: 7.1523 2020-08-16 07:31:58,787 - mmaction - INFO - Epoch [27][1020/2505] lr: 3.750e-03, eta: 1 day, 14:48:14, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8182, loss_cls: 1.6659, loss: 1.6659, grad_norm: 7.0138 2020-08-16 07:32:14,647 - mmaction - INFO - Epoch [27][1040/2505] lr: 3.750e-03, eta: 1 day, 14:48:01, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7402, loss: 1.7402, grad_norm: 7.3158 2020-08-16 07:32:29,503 - mmaction - INFO - Epoch [27][1060/2505] lr: 3.750e-03, eta: 1 day, 14:47:45, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8068, loss_cls: 1.7676, loss: 1.7676, grad_norm: 7.2039 2020-08-16 07:32:45,149 - mmaction - INFO - Epoch [27][1080/2505] lr: 3.750e-03, eta: 1 day, 14:47:31, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7875, loss_cls: 1.7980, loss: 1.7980, grad_norm: 7.3021 2020-08-16 07:33:00,430 - mmaction - INFO - Epoch [27][1100/2505] lr: 3.750e-03, eta: 1 day, 14:47:16, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8177, loss_cls: 1.6606, loss: 1.6606, grad_norm: 7.1245 2020-08-16 07:33:15,818 - mmaction - INFO - Epoch [27][1120/2505] lr: 3.750e-03, eta: 1 day, 14:47:02, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7859, loss_cls: 1.8255, loss: 1.8255, grad_norm: 7.5129 2020-08-16 07:33:31,066 - mmaction - INFO - Epoch [27][1140/2505] lr: 3.750e-03, eta: 1 day, 14:46:47, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8021, loss_cls: 1.7439, loss: 1.7439, grad_norm: 7.4444 2020-08-16 07:33:46,660 - mmaction - INFO - Epoch [27][1160/2505] lr: 3.750e-03, eta: 1 day, 14:46:33, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7789, loss: 1.7789, grad_norm: 7.3536 2020-08-16 07:34:02,018 - mmaction - INFO - Epoch [27][1180/2505] lr: 3.750e-03, eta: 1 day, 14:46:19, time: 0.770, data_time: 0.003, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8349, loss_cls: 1.6112, loss: 1.6112, grad_norm: 6.9682 2020-08-16 07:34:17,148 - mmaction - INFO - Epoch [27][1200/2505] lr: 3.750e-03, eta: 1 day, 14:46:03, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8120, loss_cls: 1.7141, loss: 1.7141, grad_norm: 7.1931 2020-08-16 07:34:32,464 - mmaction - INFO - Epoch [27][1220/2505] lr: 3.750e-03, eta: 1 day, 14:45:49, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8031, loss_cls: 1.7445, loss: 1.7445, grad_norm: 7.3603 2020-08-16 07:34:48,286 - mmaction - INFO - Epoch [27][1240/2505] lr: 3.750e-03, eta: 1 day, 14:45:35, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8161, loss_cls: 1.6944, loss: 1.6944, grad_norm: 7.3005 2020-08-16 07:35:03,631 - mmaction - INFO - Epoch [27][1260/2505] lr: 3.750e-03, eta: 1 day, 14:45:21, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8021, loss_cls: 1.7867, loss: 1.7867, grad_norm: 7.2772 2020-08-16 07:35:19,399 - mmaction - INFO - Epoch [27][1280/2505] lr: 3.750e-03, eta: 1 day, 14:45:07, time: 0.788, data_time: 0.002, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8172, loss_cls: 1.6558, loss: 1.6558, grad_norm: 7.1880 2020-08-16 07:35:34,035 - mmaction - INFO - Epoch [27][1300/2505] lr: 3.750e-03, eta: 1 day, 14:44:51, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8078, loss_cls: 1.7133, loss: 1.7133, grad_norm: 7.1757 2020-08-16 07:35:49,399 - mmaction - INFO - Epoch [27][1320/2505] lr: 3.750e-03, eta: 1 day, 14:44:36, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8141, loss_cls: 1.7199, loss: 1.7199, grad_norm: 7.2403 2020-08-16 07:36:04,657 - mmaction - INFO - Epoch [27][1340/2505] lr: 3.750e-03, eta: 1 day, 14:44:21, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8047, loss_cls: 1.7598, loss: 1.7598, grad_norm: 7.4151 2020-08-16 07:36:20,399 - mmaction - INFO - Epoch [27][1360/2505] lr: 3.750e-03, eta: 1 day, 14:44:07, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8120, loss_cls: 1.7170, loss: 1.7170, grad_norm: 7.2512 2020-08-16 07:36:35,695 - mmaction - INFO - Epoch [27][1380/2505] lr: 3.750e-03, eta: 1 day, 14:43:53, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8016, loss_cls: 1.7384, loss: 1.7384, grad_norm: 7.2433 2020-08-16 07:36:51,101 - mmaction - INFO - Epoch [27][1400/2505] lr: 3.750e-03, eta: 1 day, 14:43:38, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8120, loss_cls: 1.7157, loss: 1.7157, grad_norm: 7.1960 2020-08-16 07:37:07,402 - mmaction - INFO - Epoch [27][1420/2505] lr: 3.750e-03, eta: 1 day, 14:43:26, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8036, loss_cls: 1.8011, loss: 1.8011, grad_norm: 7.4182 2020-08-16 07:37:23,930 - mmaction - INFO - Epoch [27][1440/2505] lr: 3.750e-03, eta: 1 day, 14:43:15, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7203, loss: 1.7203, grad_norm: 7.3630 2020-08-16 07:37:38,505 - mmaction - INFO - Epoch [27][1460/2505] lr: 3.750e-03, eta: 1 day, 14:42:58, time: 0.733, data_time: 0.008, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8099, loss_cls: 1.7619, loss: 1.7619, grad_norm: 7.2094 2020-08-16 07:37:54,701 - mmaction - INFO - Epoch [27][1480/2505] lr: 3.750e-03, eta: 1 day, 14:42:46, time: 0.808, data_time: 0.004, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8073, loss_cls: 1.7217, loss: 1.7217, grad_norm: 7.1447 2020-08-16 07:38:09,919 - mmaction - INFO - Epoch [27][1500/2505] lr: 3.750e-03, eta: 1 day, 14:42:31, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 1.7390, loss: 1.7390, grad_norm: 7.1708 2020-08-16 07:38:25,947 - mmaction - INFO - Epoch [27][1520/2505] lr: 3.750e-03, eta: 1 day, 14:42:18, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8010, loss_cls: 1.7892, loss: 1.7892, grad_norm: 7.3318 2020-08-16 07:38:41,462 - mmaction - INFO - Epoch [27][1540/2505] lr: 3.750e-03, eta: 1 day, 14:42:04, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8057, loss_cls: 1.7377, loss: 1.7377, grad_norm: 7.3656 2020-08-16 07:38:56,679 - mmaction - INFO - Epoch [27][1560/2505] lr: 3.750e-03, eta: 1 day, 14:41:49, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8005, loss_cls: 1.7559, loss: 1.7559, grad_norm: 7.3029 2020-08-16 07:39:12,760 - mmaction - INFO - Epoch [27][1580/2505] lr: 3.750e-03, eta: 1 day, 14:41:36, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.5688, top5_acc: 0.7958, loss_cls: 1.7899, loss: 1.7899, grad_norm: 7.2992 2020-08-16 07:39:28,551 - mmaction - INFO - Epoch [27][1600/2505] lr: 3.750e-03, eta: 1 day, 14:41:23, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8161, loss_cls: 1.7450, loss: 1.7450, grad_norm: 7.5201 2020-08-16 07:39:43,251 - mmaction - INFO - Epoch [27][1620/2505] lr: 3.750e-03, eta: 1 day, 14:41:07, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7979, loss_cls: 1.7842, loss: 1.7842, grad_norm: 7.4744 2020-08-16 07:39:59,052 - mmaction - INFO - Epoch [27][1640/2505] lr: 3.750e-03, eta: 1 day, 14:40:53, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8120, loss_cls: 1.7096, loss: 1.7096, grad_norm: 7.0202 2020-08-16 07:40:14,005 - mmaction - INFO - Epoch [27][1660/2505] lr: 3.750e-03, eta: 1 day, 14:40:37, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7958, loss_cls: 1.8488, loss: 1.8488, grad_norm: 7.4976 2020-08-16 07:40:30,660 - mmaction - INFO - Epoch [27][1680/2505] lr: 3.750e-03, eta: 1 day, 14:40:26, time: 0.832, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8188, loss_cls: 1.6997, loss: 1.6997, grad_norm: 7.4722 2020-08-16 07:40:46,094 - mmaction - INFO - Epoch [27][1700/2505] lr: 3.750e-03, eta: 1 day, 14:40:12, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.7174, loss: 1.7174, grad_norm: 7.2955 2020-08-16 07:41:02,262 - mmaction - INFO - Epoch [27][1720/2505] lr: 3.750e-03, eta: 1 day, 14:39:59, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7979, loss_cls: 1.7832, loss: 1.7832, grad_norm: 7.2570 2020-08-16 07:41:17,861 - mmaction - INFO - Epoch [27][1740/2505] lr: 3.750e-03, eta: 1 day, 14:39:46, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8021, loss_cls: 1.7347, loss: 1.7347, grad_norm: 7.2944 2020-08-16 07:41:32,927 - mmaction - INFO - Epoch [27][1760/2505] lr: 3.750e-03, eta: 1 day, 14:39:30, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8182, loss_cls: 1.6900, loss: 1.6900, grad_norm: 7.2894 2020-08-16 07:41:49,635 - mmaction - INFO - Epoch [27][1780/2505] lr: 3.750e-03, eta: 1 day, 14:39:19, time: 0.836, data_time: 0.004, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8099, loss_cls: 1.7003, loss: 1.7003, grad_norm: 7.0201 2020-08-16 07:42:05,162 - mmaction - INFO - Epoch [27][1800/2505] lr: 3.750e-03, eta: 1 day, 14:39:05, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7937, loss_cls: 1.8170, loss: 1.8170, grad_norm: 7.5686 2020-08-16 07:42:20,019 - mmaction - INFO - Epoch [27][1820/2505] lr: 3.750e-03, eta: 1 day, 14:38:49, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.8021, loss_cls: 1.7983, loss: 1.7983, grad_norm: 7.1208 2020-08-16 07:42:36,375 - mmaction - INFO - Epoch [27][1840/2505] lr: 3.750e-03, eta: 1 day, 14:38:37, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7880, loss_cls: 1.8090, loss: 1.8090, grad_norm: 7.5275 2020-08-16 07:42:52,003 - mmaction - INFO - Epoch [27][1860/2505] lr: 3.750e-03, eta: 1 day, 14:38:23, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8016, loss_cls: 1.7391, loss: 1.7391, grad_norm: 7.1079 2020-08-16 07:43:08,062 - mmaction - INFO - Epoch [27][1880/2505] lr: 3.750e-03, eta: 1 day, 14:38:11, time: 0.803, data_time: 0.007, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8224, loss_cls: 1.6928, loss: 1.6928, grad_norm: 7.2480 2020-08-16 07:43:22,875 - mmaction - INFO - Epoch [27][1900/2505] lr: 3.750e-03, eta: 1 day, 14:37:55, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8057, loss_cls: 1.7395, loss: 1.7395, grad_norm: 7.2857 2020-08-16 07:43:37,921 - mmaction - INFO - Epoch [27][1920/2505] lr: 3.750e-03, eta: 1 day, 14:37:39, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8151, loss_cls: 1.7423, loss: 1.7423, grad_norm: 7.3563 2020-08-16 07:43:53,626 - mmaction - INFO - Epoch [27][1940/2505] lr: 3.750e-03, eta: 1 day, 14:37:25, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8182, loss_cls: 1.6420, loss: 1.6420, grad_norm: 7.0755 2020-08-16 07:44:09,075 - mmaction - INFO - Epoch [27][1960/2505] lr: 3.750e-03, eta: 1 day, 14:37:11, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8073, loss_cls: 1.7735, loss: 1.7735, grad_norm: 7.4857 2020-08-16 07:44:24,963 - mmaction - INFO - Epoch [27][1980/2505] lr: 3.750e-03, eta: 1 day, 14:36:58, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8047, loss_cls: 1.7377, loss: 1.7377, grad_norm: 7.4074 2020-08-16 07:44:40,628 - mmaction - INFO - Epoch [27][2000/2505] lr: 3.750e-03, eta: 1 day, 14:36:44, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8083, loss_cls: 1.7573, loss: 1.7573, grad_norm: 7.3532 2020-08-16 07:44:55,489 - mmaction - INFO - Epoch [27][2020/2505] lr: 3.750e-03, eta: 1 day, 14:36:28, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7969, loss_cls: 1.7486, loss: 1.7486, grad_norm: 7.4187 2020-08-16 07:45:10,736 - mmaction - INFO - Epoch [27][2040/2505] lr: 3.750e-03, eta: 1 day, 14:36:13, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.7545, loss: 1.7545, grad_norm: 7.4008 2020-08-16 07:45:26,307 - mmaction - INFO - Epoch [27][2060/2505] lr: 3.750e-03, eta: 1 day, 14:35:59, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.7896, loss_cls: 1.7662, loss: 1.7662, grad_norm: 7.3277 2020-08-16 07:45:42,325 - mmaction - INFO - Epoch [27][2080/2505] lr: 3.750e-03, eta: 1 day, 14:35:46, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8083, loss_cls: 1.7554, loss: 1.7554, grad_norm: 7.4396 2020-08-16 07:45:57,110 - mmaction - INFO - Epoch [27][2100/2505] lr: 3.750e-03, eta: 1 day, 14:35:30, time: 0.742, data_time: 0.008, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8036, loss_cls: 1.7770, loss: 1.7770, grad_norm: 7.3909 2020-08-16 07:46:13,562 - mmaction - INFO - Epoch [27][2120/2505] lr: 3.750e-03, eta: 1 day, 14:35:18, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8062, loss_cls: 1.7719, loss: 1.7719, grad_norm: 7.3167 2020-08-16 07:46:28,857 - mmaction - INFO - Epoch [27][2140/2505] lr: 3.750e-03, eta: 1 day, 14:35:04, time: 0.764, data_time: 0.003, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8026, loss_cls: 1.7554, loss: 1.7554, grad_norm: 7.3282 2020-08-16 07:46:43,844 - mmaction - INFO - Epoch [27][2160/2505] lr: 3.750e-03, eta: 1 day, 14:34:48, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8115, loss_cls: 1.7241, loss: 1.7241, grad_norm: 7.1477 2020-08-16 07:46:59,283 - mmaction - INFO - Epoch [27][2180/2505] lr: 3.750e-03, eta: 1 day, 14:34:34, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.7948, loss_cls: 1.7692, loss: 1.7692, grad_norm: 7.3521 2020-08-16 07:47:14,390 - mmaction - INFO - Epoch [27][2200/2505] lr: 3.750e-03, eta: 1 day, 14:34:18, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7469, loss: 1.7469, grad_norm: 7.3203 2020-08-16 07:47:29,586 - mmaction - INFO - Epoch [27][2220/2505] lr: 3.750e-03, eta: 1 day, 14:34:03, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8016, loss_cls: 1.7210, loss: 1.7210, grad_norm: 7.0497 2020-08-16 07:47:45,598 - mmaction - INFO - Epoch [27][2240/2505] lr: 3.750e-03, eta: 1 day, 14:33:50, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7922, loss_cls: 1.8074, loss: 1.8074, grad_norm: 7.2328 2020-08-16 07:48:00,466 - mmaction - INFO - Epoch [27][2260/2505] lr: 3.750e-03, eta: 1 day, 14:33:34, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8047, loss_cls: 1.7478, loss: 1.7478, grad_norm: 7.2343 2020-08-16 07:48:17,058 - mmaction - INFO - Epoch [27][2280/2505] lr: 3.750e-03, eta: 1 day, 14:33:23, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7943, loss_cls: 1.7739, loss: 1.7739, grad_norm: 7.2523 2020-08-16 07:48:31,400 - mmaction - INFO - Epoch [27][2300/2505] lr: 3.750e-03, eta: 1 day, 14:33:06, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8130, loss_cls: 1.7028, loss: 1.7028, grad_norm: 7.1219 2020-08-16 07:48:46,974 - mmaction - INFO - Epoch [27][2320/2505] lr: 3.750e-03, eta: 1 day, 14:32:52, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7859, loss_cls: 1.8511, loss: 1.8511, grad_norm: 7.4331 2020-08-16 07:49:02,694 - mmaction - INFO - Epoch [27][2340/2505] lr: 3.750e-03, eta: 1 day, 14:32:38, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8005, loss_cls: 1.7728, loss: 1.7728, grad_norm: 7.1221 2020-08-16 07:49:18,073 - mmaction - INFO - Epoch [27][2360/2505] lr: 3.750e-03, eta: 1 day, 14:32:24, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8083, loss_cls: 1.7498, loss: 1.7498, grad_norm: 7.1468 2020-08-16 07:49:32,968 - mmaction - INFO - Epoch [27][2380/2505] lr: 3.750e-03, eta: 1 day, 14:32:08, time: 0.745, data_time: 0.003, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7167, loss: 1.7167, grad_norm: 7.2006 2020-08-16 07:49:48,176 - mmaction - INFO - Epoch [27][2400/2505] lr: 3.750e-03, eta: 1 day, 14:31:52, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7995, loss_cls: 1.8030, loss: 1.8030, grad_norm: 7.5190 2020-08-16 07:50:03,405 - mmaction - INFO - Epoch [27][2420/2505] lr: 3.750e-03, eta: 1 day, 14:31:38, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.7901, loss_cls: 1.8171, loss: 1.8171, grad_norm: 7.3352 2020-08-16 07:50:18,807 - mmaction - INFO - Epoch [27][2440/2505] lr: 3.750e-03, eta: 1 day, 14:31:23, time: 0.770, data_time: 0.002, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8068, loss_cls: 1.6969, loss: 1.6969, grad_norm: 7.0712 2020-08-16 07:50:35,694 - mmaction - INFO - Epoch [27][2460/2505] lr: 3.750e-03, eta: 1 day, 14:31:12, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8010, loss_cls: 1.7771, loss: 1.7771, grad_norm: 7.1925 2020-08-16 07:50:50,088 - mmaction - INFO - Epoch [27][2480/2505] lr: 3.750e-03, eta: 1 day, 14:30:55, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8109, loss_cls: 1.7303, loss: 1.7303, grad_norm: 7.1568 2020-08-16 07:51:05,322 - mmaction - INFO - Epoch [27][2500/2505] lr: 3.750e-03, eta: 1 day, 14:30:40, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8089, loss_cls: 1.6886, loss: 1.6886, grad_norm: 7.1010 2020-08-16 07:51:10,304 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-08-16 07:51:30,940 - mmaction - INFO - Epoch [28][20/2505] lr: 3.750e-03, eta: 1 day, 14:30:25, time: 1.012, data_time: 0.390, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8042, loss_cls: 1.7050, loss: 1.7050, grad_norm: 7.1733 2020-08-16 07:51:45,399 - mmaction - INFO - Epoch [28][40/2505] lr: 3.750e-03, eta: 1 day, 14:30:08, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8125, loss_cls: 1.7190, loss: 1.7190, grad_norm: 7.3393 2020-08-16 07:52:00,254 - mmaction - INFO - Epoch [28][60/2505] lr: 3.750e-03, eta: 1 day, 14:29:52, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8042, loss_cls: 1.7600, loss: 1.7600, grad_norm: 7.3105 2020-08-16 07:52:16,585 - mmaction - INFO - Epoch [28][80/2505] lr: 3.750e-03, eta: 1 day, 14:29:40, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8167, loss_cls: 1.6832, loss: 1.6832, grad_norm: 7.1586 2020-08-16 07:52:31,348 - mmaction - INFO - Epoch [28][100/2505] lr: 3.750e-03, eta: 1 day, 14:29:24, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8031, loss_cls: 1.7392, loss: 1.7392, grad_norm: 7.1508 2020-08-16 07:52:46,341 - mmaction - INFO - Epoch [28][120/2505] lr: 3.750e-03, eta: 1 day, 14:29:08, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8156, loss_cls: 1.6918, loss: 1.6918, grad_norm: 7.2251 2020-08-16 07:53:02,060 - mmaction - INFO - Epoch [28][140/2505] lr: 3.750e-03, eta: 1 day, 14:28:54, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8057, loss_cls: 1.7432, loss: 1.7432, grad_norm: 7.3596 2020-08-16 07:53:18,328 - mmaction - INFO - Epoch [28][160/2505] lr: 3.750e-03, eta: 1 day, 14:28:42, time: 0.817, data_time: 0.007, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8099, loss_cls: 1.7356, loss: 1.7356, grad_norm: 7.2281 2020-08-16 07:53:33,721 - mmaction - INFO - Epoch [28][180/2505] lr: 3.750e-03, eta: 1 day, 14:28:27, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8104, loss_cls: 1.7081, loss: 1.7081, grad_norm: 7.2476 2020-08-16 07:53:49,640 - mmaction - INFO - Epoch [28][200/2505] lr: 3.750e-03, eta: 1 day, 14:28:14, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8224, loss_cls: 1.6505, loss: 1.6505, grad_norm: 7.0193 2020-08-16 07:54:04,388 - mmaction - INFO - Epoch [28][220/2505] lr: 3.750e-03, eta: 1 day, 14:27:58, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.6683, loss: 1.6683, grad_norm: 7.1108 2020-08-16 07:54:19,891 - mmaction - INFO - Epoch [28][240/2505] lr: 3.750e-03, eta: 1 day, 14:27:44, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7974, loss_cls: 1.7448, loss: 1.7448, grad_norm: 7.3522 2020-08-16 07:54:36,175 - mmaction - INFO - Epoch [28][260/2505] lr: 3.750e-03, eta: 1 day, 14:27:32, time: 0.813, data_time: 0.004, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8104, loss_cls: 1.6674, loss: 1.6674, grad_norm: 6.9859 2020-08-16 07:54:52,716 - mmaction - INFO - Epoch [28][280/2505] lr: 3.750e-03, eta: 1 day, 14:27:20, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8229, loss_cls: 1.6311, loss: 1.6311, grad_norm: 7.0599 2020-08-16 07:55:08,262 - mmaction - INFO - Epoch [28][300/2505] lr: 3.750e-03, eta: 1 day, 14:27:06, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7002, loss: 1.7002, grad_norm: 7.0531 2020-08-16 07:55:23,191 - mmaction - INFO - Epoch [28][320/2505] lr: 3.750e-03, eta: 1 day, 14:26:50, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8068, loss_cls: 1.7005, loss: 1.7005, grad_norm: 7.1557 2020-08-16 07:55:38,180 - mmaction - INFO - Epoch [28][340/2505] lr: 3.750e-03, eta: 1 day, 14:26:35, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.7285, loss: 1.7285, grad_norm: 7.3849 2020-08-16 07:55:55,651 - mmaction - INFO - Epoch [28][360/2505] lr: 3.750e-03, eta: 1 day, 14:26:26, time: 0.875, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8109, loss_cls: 1.6816, loss: 1.6816, grad_norm: 6.9827 2020-08-16 07:56:10,049 - mmaction - INFO - Epoch [28][380/2505] lr: 3.750e-03, eta: 1 day, 14:26:08, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8115, loss_cls: 1.7107, loss: 1.7107, grad_norm: 7.3207 2020-08-16 07:56:25,462 - mmaction - INFO - Epoch [28][400/2505] lr: 3.750e-03, eta: 1 day, 14:25:54, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.7321, loss: 1.7321, grad_norm: 7.3562 2020-08-16 07:56:41,444 - mmaction - INFO - Epoch [28][420/2505] lr: 3.750e-03, eta: 1 day, 14:25:41, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8099, loss_cls: 1.6831, loss: 1.6831, grad_norm: 7.2256 2020-08-16 07:56:56,587 - mmaction - INFO - Epoch [28][440/2505] lr: 3.750e-03, eta: 1 day, 14:25:26, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8141, loss_cls: 1.7083, loss: 1.7083, grad_norm: 7.2207 2020-08-16 07:57:12,531 - mmaction - INFO - Epoch [28][460/2505] lr: 3.750e-03, eta: 1 day, 14:25:13, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7163, loss: 1.7163, grad_norm: 7.2377 2020-08-16 07:57:27,607 - mmaction - INFO - Epoch [28][480/2505] lr: 3.750e-03, eta: 1 day, 14:24:57, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8177, loss_cls: 1.7142, loss: 1.7142, grad_norm: 7.4416 2020-08-16 07:57:43,359 - mmaction - INFO - Epoch [28][500/2505] lr: 3.750e-03, eta: 1 day, 14:24:44, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7885, loss_cls: 1.8280, loss: 1.8280, grad_norm: 7.4722 2020-08-16 07:57:59,571 - mmaction - INFO - Epoch [28][520/2505] lr: 3.750e-03, eta: 1 day, 14:24:31, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.7927, loss_cls: 1.7506, loss: 1.7506, grad_norm: 7.1263 2020-08-16 07:58:14,807 - mmaction - INFO - Epoch [28][540/2505] lr: 3.750e-03, eta: 1 day, 14:24:16, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8062, loss_cls: 1.7379, loss: 1.7379, grad_norm: 7.4286 2020-08-16 07:58:31,717 - mmaction - INFO - Epoch [28][560/2505] lr: 3.750e-03, eta: 1 day, 14:24:06, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8151, loss_cls: 1.7212, loss: 1.7212, grad_norm: 7.3447 2020-08-16 07:58:46,276 - mmaction - INFO - Epoch [28][580/2505] lr: 3.750e-03, eta: 1 day, 14:23:49, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8099, loss_cls: 1.7114, loss: 1.7114, grad_norm: 7.3710 2020-08-16 07:59:01,514 - mmaction - INFO - Epoch [28][600/2505] lr: 3.750e-03, eta: 1 day, 14:23:34, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8312, loss_cls: 1.5949, loss: 1.5949, grad_norm: 6.9765 2020-08-16 07:59:16,855 - mmaction - INFO - Epoch [28][620/2505] lr: 3.750e-03, eta: 1 day, 14:23:19, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8234, loss_cls: 1.6830, loss: 1.6830, grad_norm: 7.2625 2020-08-16 07:59:32,420 - mmaction - INFO - Epoch [28][640/2505] lr: 3.750e-03, eta: 1 day, 14:23:05, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8188, loss_cls: 1.6825, loss: 1.6825, grad_norm: 7.3280 2020-08-16 07:59:47,277 - mmaction - INFO - Epoch [28][660/2505] lr: 3.750e-03, eta: 1 day, 14:22:49, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8010, loss_cls: 1.7763, loss: 1.7763, grad_norm: 7.6333 2020-08-16 08:00:02,915 - mmaction - INFO - Epoch [28][680/2505] lr: 3.750e-03, eta: 1 day, 14:22:35, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8057, loss_cls: 1.7560, loss: 1.7560, grad_norm: 7.4593 2020-08-16 08:00:18,360 - mmaction - INFO - Epoch [28][700/2505] lr: 3.750e-03, eta: 1 day, 14:22:20, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8005, loss_cls: 1.7679, loss: 1.7679, grad_norm: 7.5665 2020-08-16 08:00:33,852 - mmaction - INFO - Epoch [28][720/2505] lr: 3.750e-03, eta: 1 day, 14:22:07, time: 0.784, data_time: 0.025, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7948, loss_cls: 1.8288, loss: 1.8288, grad_norm: 7.7517 2020-08-16 08:00:48,347 - mmaction - INFO - Epoch [28][740/2505] lr: 3.750e-03, eta: 1 day, 14:21:50, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8271, loss_cls: 1.6482, loss: 1.6482, grad_norm: 7.4482 2020-08-16 08:01:03,676 - mmaction - INFO - Epoch [28][760/2505] lr: 3.750e-03, eta: 1 day, 14:21:35, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8099, loss_cls: 1.7112, loss: 1.7112, grad_norm: 7.2037 2020-08-16 08:01:18,929 - mmaction - INFO - Epoch [28][780/2505] lr: 3.750e-03, eta: 1 day, 14:21:20, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.5708, top5_acc: 0.8068, loss_cls: 1.7390, loss: 1.7390, grad_norm: 7.3107 2020-08-16 08:01:33,996 - mmaction - INFO - Epoch [28][800/2505] lr: 3.750e-03, eta: 1 day, 14:21:04, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8115, loss_cls: 1.7256, loss: 1.7256, grad_norm: 7.4105 2020-08-16 08:01:49,511 - mmaction - INFO - Epoch [28][820/2505] lr: 3.750e-03, eta: 1 day, 14:20:50, time: 0.779, data_time: 0.008, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8104, loss_cls: 1.6572, loss: 1.6572, grad_norm: 7.1914 2020-08-16 08:02:04,645 - mmaction - INFO - Epoch [28][840/2505] lr: 3.750e-03, eta: 1 day, 14:20:35, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8057, loss_cls: 1.7181, loss: 1.7181, grad_norm: 7.2416 2020-08-16 08:02:19,787 - mmaction - INFO - Epoch [28][860/2505] lr: 3.750e-03, eta: 1 day, 14:20:20, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8125, loss_cls: 1.7008, loss: 1.7008, grad_norm: 7.4125 2020-08-16 08:02:35,134 - mmaction - INFO - Epoch [28][880/2505] lr: 3.750e-03, eta: 1 day, 14:20:05, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8104, loss_cls: 1.6801, loss: 1.6801, grad_norm: 7.2130 2020-08-16 08:02:50,562 - mmaction - INFO - Epoch [28][900/2505] lr: 3.750e-03, eta: 1 day, 14:19:51, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8161, loss_cls: 1.7600, loss: 1.7600, grad_norm: 7.5397 2020-08-16 08:03:05,525 - mmaction - INFO - Epoch [28][920/2505] lr: 3.750e-03, eta: 1 day, 14:19:35, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8010, loss_cls: 1.7825, loss: 1.7825, grad_norm: 7.4232 2020-08-16 08:03:21,143 - mmaction - INFO - Epoch [28][940/2505] lr: 3.750e-03, eta: 1 day, 14:19:21, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8042, loss_cls: 1.7434, loss: 1.7434, grad_norm: 7.4663 2020-08-16 08:03:37,183 - mmaction - INFO - Epoch [28][960/2505] lr: 3.750e-03, eta: 1 day, 14:19:08, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8130, loss_cls: 1.7035, loss: 1.7035, grad_norm: 7.3813 2020-08-16 08:03:51,746 - mmaction - INFO - Epoch [28][980/2505] lr: 3.750e-03, eta: 1 day, 14:18:51, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7176, loss: 1.7176, grad_norm: 7.1186 2020-08-16 08:04:06,496 - mmaction - INFO - Epoch [28][1000/2505] lr: 3.750e-03, eta: 1 day, 14:18:35, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8198, loss_cls: 1.7188, loss: 1.7188, grad_norm: 7.3450 2020-08-16 08:04:22,850 - mmaction - INFO - Epoch [28][1020/2505] lr: 3.750e-03, eta: 1 day, 14:18:23, time: 0.817, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8036, loss_cls: 1.7303, loss: 1.7303, grad_norm: 7.3259 2020-08-16 08:04:36,881 - mmaction - INFO - Epoch [28][1040/2505] lr: 3.750e-03, eta: 1 day, 14:18:05, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8182, loss_cls: 1.6860, loss: 1.6860, grad_norm: 7.2232 2020-08-16 08:04:51,875 - mmaction - INFO - Epoch [28][1060/2505] lr: 3.750e-03, eta: 1 day, 14:17:49, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8010, loss_cls: 1.7459, loss: 1.7459, grad_norm: 7.2248 2020-08-16 08:05:07,202 - mmaction - INFO - Epoch [28][1080/2505] lr: 3.750e-03, eta: 1 day, 14:17:34, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8115, loss_cls: 1.6836, loss: 1.6836, grad_norm: 7.1183 2020-08-16 08:05:22,798 - mmaction - INFO - Epoch [28][1100/2505] lr: 3.750e-03, eta: 1 day, 14:17:21, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8057, loss_cls: 1.7598, loss: 1.7598, grad_norm: 7.5635 2020-08-16 08:05:37,277 - mmaction - INFO - Epoch [28][1120/2505] lr: 3.750e-03, eta: 1 day, 14:17:04, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8187, loss_cls: 1.6800, loss: 1.6800, grad_norm: 7.1647 2020-08-16 08:05:52,225 - mmaction - INFO - Epoch [28][1140/2505] lr: 3.750e-03, eta: 1 day, 14:16:48, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8219, loss_cls: 1.6704, loss: 1.6704, grad_norm: 7.1259 2020-08-16 08:06:08,334 - mmaction - INFO - Epoch [28][1160/2505] lr: 3.750e-03, eta: 1 day, 14:16:35, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8214, loss_cls: 1.6752, loss: 1.6752, grad_norm: 7.4387 2020-08-16 08:06:22,593 - mmaction - INFO - Epoch [28][1180/2505] lr: 3.750e-03, eta: 1 day, 14:16:18, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8057, loss_cls: 1.7244, loss: 1.7244, grad_norm: 7.1461 2020-08-16 08:06:37,258 - mmaction - INFO - Epoch [28][1200/2505] lr: 3.750e-03, eta: 1 day, 14:16:01, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8042, loss_cls: 1.7495, loss: 1.7495, grad_norm: 7.4584 2020-08-16 08:06:52,237 - mmaction - INFO - Epoch [28][1220/2505] lr: 3.750e-03, eta: 1 day, 14:15:45, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8063, loss_cls: 1.7776, loss: 1.7776, grad_norm: 7.5222 2020-08-16 08:07:07,772 - mmaction - INFO - Epoch [28][1240/2505] lr: 3.750e-03, eta: 1 day, 14:15:31, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8219, loss_cls: 1.7050, loss: 1.7050, grad_norm: 7.3547 2020-08-16 08:07:22,514 - mmaction - INFO - Epoch [28][1260/2505] lr: 3.750e-03, eta: 1 day, 14:15:15, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8000, loss_cls: 1.7404, loss: 1.7404, grad_norm: 7.2272 2020-08-16 08:07:38,072 - mmaction - INFO - Epoch [28][1280/2505] lr: 3.750e-03, eta: 1 day, 14:15:01, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8302, loss_cls: 1.6214, loss: 1.6214, grad_norm: 7.2362 2020-08-16 08:07:53,170 - mmaction - INFO - Epoch [28][1300/2505] lr: 3.750e-03, eta: 1 day, 14:14:45, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8198, loss_cls: 1.6388, loss: 1.6388, grad_norm: 7.2770 2020-08-16 08:08:08,040 - mmaction - INFO - Epoch [28][1320/2505] lr: 3.750e-03, eta: 1 day, 14:14:29, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6993, loss: 1.6993, grad_norm: 7.1106 2020-08-16 08:08:23,409 - mmaction - INFO - Epoch [28][1340/2505] lr: 3.750e-03, eta: 1 day, 14:14:15, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8281, loss_cls: 1.6748, loss: 1.6748, grad_norm: 7.2315 2020-08-16 08:08:38,282 - mmaction - INFO - Epoch [28][1360/2505] lr: 3.750e-03, eta: 1 day, 14:13:59, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6773, loss: 1.6773, grad_norm: 7.2546 2020-08-16 08:08:53,881 - mmaction - INFO - Epoch [28][1380/2505] lr: 3.750e-03, eta: 1 day, 14:13:45, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8120, loss_cls: 1.7113, loss: 1.7113, grad_norm: 7.2953 2020-08-16 08:09:08,937 - mmaction - INFO - Epoch [28][1400/2505] lr: 3.750e-03, eta: 1 day, 14:13:29, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.7247, loss: 1.7247, grad_norm: 7.3085 2020-08-16 08:09:24,543 - mmaction - INFO - Epoch [28][1420/2505] lr: 3.750e-03, eta: 1 day, 14:13:15, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7932, loss_cls: 1.7995, loss: 1.7995, grad_norm: 7.2672 2020-08-16 08:09:38,909 - mmaction - INFO - Epoch [28][1440/2505] lr: 3.750e-03, eta: 1 day, 14:12:58, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8089, loss_cls: 1.7577, loss: 1.7577, grad_norm: 7.5014 2020-08-16 08:09:53,926 - mmaction - INFO - Epoch [28][1460/2505] lr: 3.750e-03, eta: 1 day, 14:12:43, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8177, loss_cls: 1.6779, loss: 1.6779, grad_norm: 7.2446 2020-08-16 08:10:08,609 - mmaction - INFO - Epoch [28][1480/2505] lr: 3.750e-03, eta: 1 day, 14:12:26, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8010, loss_cls: 1.8016, loss: 1.8016, grad_norm: 7.5084 2020-08-16 08:10:24,571 - mmaction - INFO - Epoch [28][1500/2505] lr: 3.750e-03, eta: 1 day, 14:12:13, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8120, loss_cls: 1.7092, loss: 1.7092, grad_norm: 7.1818 2020-08-16 08:10:39,854 - mmaction - INFO - Epoch [28][1520/2505] lr: 3.750e-03, eta: 1 day, 14:11:58, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8151, loss_cls: 1.7139, loss: 1.7139, grad_norm: 7.2105 2020-08-16 08:10:53,652 - mmaction - INFO - Epoch [28][1540/2505] lr: 3.750e-03, eta: 1 day, 14:11:40, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8057, loss_cls: 1.7216, loss: 1.7216, grad_norm: 7.2339 2020-08-16 08:11:08,864 - mmaction - INFO - Epoch [28][1560/2505] lr: 3.750e-03, eta: 1 day, 14:11:24, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8005, loss_cls: 1.7640, loss: 1.7640, grad_norm: 7.4926 2020-08-16 08:11:23,436 - mmaction - INFO - Epoch [28][1580/2505] lr: 3.750e-03, eta: 1 day, 14:11:08, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8161, loss_cls: 1.7277, loss: 1.7277, grad_norm: 7.3123 2020-08-16 08:11:38,730 - mmaction - INFO - Epoch [28][1600/2505] lr: 3.750e-03, eta: 1 day, 14:10:53, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7801, loss: 1.7801, grad_norm: 7.4675 2020-08-16 08:11:53,301 - mmaction - INFO - Epoch [28][1620/2505] lr: 3.750e-03, eta: 1 day, 14:10:36, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7948, loss_cls: 1.8453, loss: 1.8453, grad_norm: 7.7428 2020-08-16 08:12:08,130 - mmaction - INFO - Epoch [28][1640/2505] lr: 3.750e-03, eta: 1 day, 14:10:20, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7140, loss: 1.7140, grad_norm: 7.1780 2020-08-16 08:12:24,046 - mmaction - INFO - Epoch [28][1660/2505] lr: 3.750e-03, eta: 1 day, 14:10:07, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8135, loss_cls: 1.7055, loss: 1.7055, grad_norm: 7.1577 2020-08-16 08:12:38,286 - mmaction - INFO - Epoch [28][1680/2505] lr: 3.750e-03, eta: 1 day, 14:09:49, time: 0.712, data_time: 0.002, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8005, loss_cls: 1.7340, loss: 1.7340, grad_norm: 7.2163 2020-08-16 08:12:53,637 - mmaction - INFO - Epoch [28][1700/2505] lr: 3.750e-03, eta: 1 day, 14:09:34, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8161, loss_cls: 1.6642, loss: 1.6642, grad_norm: 7.1551 2020-08-16 08:13:08,794 - mmaction - INFO - Epoch [28][1720/2505] lr: 3.750e-03, eta: 1 day, 14:09:19, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8151, loss_cls: 1.7563, loss: 1.7563, grad_norm: 7.5114 2020-08-16 08:13:24,491 - mmaction - INFO - Epoch [28][1740/2505] lr: 3.750e-03, eta: 1 day, 14:09:06, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5708, top5_acc: 0.7813, loss_cls: 1.8657, loss: 1.8657, grad_norm: 7.6257 2020-08-16 08:13:38,735 - mmaction - INFO - Epoch [28][1760/2505] lr: 3.750e-03, eta: 1 day, 14:08:48, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.7259, loss: 1.7259, grad_norm: 7.3302 2020-08-16 08:13:54,115 - mmaction - INFO - Epoch [28][1780/2505] lr: 3.750e-03, eta: 1 day, 14:08:33, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7964, loss_cls: 1.8021, loss: 1.8021, grad_norm: 7.4664 2020-08-16 08:14:08,552 - mmaction - INFO - Epoch [28][1800/2505] lr: 3.750e-03, eta: 1 day, 14:08:16, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8042, loss_cls: 1.7173, loss: 1.7173, grad_norm: 7.3822 2020-08-16 08:14:24,035 - mmaction - INFO - Epoch [28][1820/2505] lr: 3.750e-03, eta: 1 day, 14:08:02, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7948, loss_cls: 1.8149, loss: 1.8149, grad_norm: 7.3643 2020-08-16 08:14:39,721 - mmaction - INFO - Epoch [28][1840/2505] lr: 3.750e-03, eta: 1 day, 14:07:48, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8109, loss_cls: 1.7279, loss: 1.7279, grad_norm: 7.2865 2020-08-16 08:14:53,759 - mmaction - INFO - Epoch [28][1860/2505] lr: 3.750e-03, eta: 1 day, 14:07:30, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.7906, loss_cls: 1.7913, loss: 1.7913, grad_norm: 7.5478 2020-08-16 08:15:08,411 - mmaction - INFO - Epoch [28][1880/2505] lr: 3.750e-03, eta: 1 day, 14:07:14, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8156, loss_cls: 1.7005, loss: 1.7005, grad_norm: 7.1532 2020-08-16 08:15:23,447 - mmaction - INFO - Epoch [28][1900/2505] lr: 3.750e-03, eta: 1 day, 14:06:58, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8057, loss_cls: 1.7326, loss: 1.7326, grad_norm: 7.2779 2020-08-16 08:15:38,536 - mmaction - INFO - Epoch [28][1920/2505] lr: 3.750e-03, eta: 1 day, 14:06:43, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8115, loss_cls: 1.6665, loss: 1.6665, grad_norm: 7.2073 2020-08-16 08:15:53,438 - mmaction - INFO - Epoch [28][1940/2505] lr: 3.750e-03, eta: 1 day, 14:06:27, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6584, loss: 1.6584, grad_norm: 7.1623 2020-08-16 08:16:08,231 - mmaction - INFO - Epoch [28][1960/2505] lr: 3.750e-03, eta: 1 day, 14:06:11, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8094, loss_cls: 1.7214, loss: 1.7214, grad_norm: 7.2904 2020-08-16 08:16:22,993 - mmaction - INFO - Epoch [28][1980/2505] lr: 3.750e-03, eta: 1 day, 14:05:55, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8057, loss_cls: 1.7480, loss: 1.7480, grad_norm: 7.4146 2020-08-16 08:16:38,566 - mmaction - INFO - Epoch [28][2000/2505] lr: 3.750e-03, eta: 1 day, 14:05:40, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.7244, loss: 1.7244, grad_norm: 7.5686 2020-08-16 08:16:53,482 - mmaction - INFO - Epoch [28][2020/2505] lr: 3.750e-03, eta: 1 day, 14:05:25, time: 0.744, data_time: 0.008, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8203, loss_cls: 1.6923, loss: 1.6923, grad_norm: 7.2409 2020-08-16 08:17:08,122 - mmaction - INFO - Epoch [28][2040/2505] lr: 3.750e-03, eta: 1 day, 14:05:08, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8146, loss_cls: 1.7307, loss: 1.7307, grad_norm: 7.5603 2020-08-16 08:17:23,246 - mmaction - INFO - Epoch [28][2060/2505] lr: 3.750e-03, eta: 1 day, 14:04:53, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.7984, loss_cls: 1.7991, loss: 1.7991, grad_norm: 7.4969 2020-08-16 08:17:38,163 - mmaction - INFO - Epoch [28][2080/2505] lr: 3.750e-03, eta: 1 day, 14:04:37, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8224, loss_cls: 1.6909, loss: 1.6909, grad_norm: 7.4411 2020-08-16 08:17:54,217 - mmaction - INFO - Epoch [28][2100/2505] lr: 3.750e-03, eta: 1 day, 14:04:24, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8031, loss_cls: 1.7764, loss: 1.7764, grad_norm: 7.5639 2020-08-16 08:18:08,787 - mmaction - INFO - Epoch [28][2120/2505] lr: 3.750e-03, eta: 1 day, 14:04:08, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8073, loss_cls: 1.7056, loss: 1.7056, grad_norm: 7.2881 2020-08-16 08:18:23,426 - mmaction - INFO - Epoch [28][2140/2505] lr: 3.750e-03, eta: 1 day, 14:03:51, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8462, loss: 1.8462, grad_norm: 7.5594 2020-08-16 08:18:38,918 - mmaction - INFO - Epoch [28][2160/2505] lr: 3.750e-03, eta: 1 day, 14:03:37, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8172, loss_cls: 1.7260, loss: 1.7260, grad_norm: 7.3006 2020-08-16 08:18:53,667 - mmaction - INFO - Epoch [28][2180/2505] lr: 3.750e-03, eta: 1 day, 14:03:20, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8083, loss_cls: 1.7822, loss: 1.7822, grad_norm: 7.5064 2020-08-16 08:19:08,649 - mmaction - INFO - Epoch [28][2200/2505] lr: 3.750e-03, eta: 1 day, 14:03:05, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8182, loss_cls: 1.7002, loss: 1.7002, grad_norm: 7.2268 2020-08-16 08:19:24,285 - mmaction - INFO - Epoch [28][2220/2505] lr: 3.750e-03, eta: 1 day, 14:02:51, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8036, loss_cls: 1.7435, loss: 1.7435, grad_norm: 7.2617 2020-08-16 08:19:38,832 - mmaction - INFO - Epoch [28][2240/2505] lr: 3.750e-03, eta: 1 day, 14:02:34, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8146, loss_cls: 1.7183, loss: 1.7183, grad_norm: 7.4720 2020-08-16 08:19:54,386 - mmaction - INFO - Epoch [28][2260/2505] lr: 3.750e-03, eta: 1 day, 14:02:20, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8109, loss_cls: 1.7479, loss: 1.7479, grad_norm: 7.3315 2020-08-16 08:20:09,319 - mmaction - INFO - Epoch [28][2280/2505] lr: 3.750e-03, eta: 1 day, 14:02:04, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8146, loss_cls: 1.6865, loss: 1.6865, grad_norm: 7.1200 2020-08-16 08:20:24,819 - mmaction - INFO - Epoch [28][2300/2505] lr: 3.750e-03, eta: 1 day, 14:01:50, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8000, loss_cls: 1.7655, loss: 1.7655, grad_norm: 7.5587 2020-08-16 08:20:39,570 - mmaction - INFO - Epoch [28][2320/2505] lr: 3.750e-03, eta: 1 day, 14:01:34, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8057, loss_cls: 1.7528, loss: 1.7528, grad_norm: 7.4315 2020-08-16 08:20:54,367 - mmaction - INFO - Epoch [28][2340/2505] lr: 3.750e-03, eta: 1 day, 14:01:17, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8078, loss_cls: 1.7350, loss: 1.7350, grad_norm: 7.3076 2020-08-16 08:21:09,597 - mmaction - INFO - Epoch [28][2360/2505] lr: 3.750e-03, eta: 1 day, 14:01:02, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8099, loss_cls: 1.7173, loss: 1.7173, grad_norm: 7.3065 2020-08-16 08:21:24,638 - mmaction - INFO - Epoch [28][2380/2505] lr: 3.750e-03, eta: 1 day, 14:00:47, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8120, loss_cls: 1.7349, loss: 1.7349, grad_norm: 7.2698 2020-08-16 08:21:39,592 - mmaction - INFO - Epoch [28][2400/2505] lr: 3.750e-03, eta: 1 day, 14:00:31, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8057, loss_cls: 1.7567, loss: 1.7567, grad_norm: 7.2278 2020-08-16 08:21:54,615 - mmaction - INFO - Epoch [28][2420/2505] lr: 3.750e-03, eta: 1 day, 14:00:16, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8057, loss_cls: 1.7384, loss: 1.7384, grad_norm: 7.0620 2020-08-16 08:22:09,790 - mmaction - INFO - Epoch [28][2440/2505] lr: 3.750e-03, eta: 1 day, 14:00:01, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.7948, loss_cls: 1.7756, loss: 1.7756, grad_norm: 7.3271 2020-08-16 08:22:24,753 - mmaction - INFO - Epoch [28][2460/2505] lr: 3.750e-03, eta: 1 day, 13:59:45, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7508, loss: 1.7508, grad_norm: 7.1839 2020-08-16 08:22:39,658 - mmaction - INFO - Epoch [28][2480/2505] lr: 3.750e-03, eta: 1 day, 13:59:29, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8005, loss_cls: 1.7808, loss: 1.7808, grad_norm: 7.4326 2020-08-16 08:22:55,075 - mmaction - INFO - Epoch [28][2500/2505] lr: 3.750e-03, eta: 1 day, 13:59:15, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8172, loss_cls: 1.6950, loss: 1.6950, grad_norm: 7.2666 2020-08-16 08:22:58,927 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-08-16 08:23:23,367 - mmaction - INFO - Epoch [29][20/2505] lr: 3.750e-03, eta: 1 day, 13:59:08, time: 1.185, data_time: 0.575, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8302, loss_cls: 1.6169, loss: 1.6169, grad_norm: 7.0554 2020-08-16 08:23:36,687 - mmaction - INFO - Epoch [29][40/2505] lr: 3.750e-03, eta: 1 day, 13:58:48, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8224, loss_cls: 1.6930, loss: 1.6930, grad_norm: 7.2835 2020-08-16 08:23:51,371 - mmaction - INFO - Epoch [29][60/2505] lr: 3.750e-03, eta: 1 day, 13:58:31, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8125, loss_cls: 1.6795, loss: 1.6795, grad_norm: 7.3468 2020-08-16 08:24:07,286 - mmaction - INFO - Epoch [29][80/2505] lr: 3.750e-03, eta: 1 day, 13:58:18, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8297, loss_cls: 1.6089, loss: 1.6089, grad_norm: 7.0568 2020-08-16 08:24:21,539 - mmaction - INFO - Epoch [29][100/2505] lr: 3.750e-03, eta: 1 day, 13:58:01, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6898, loss: 1.6898, grad_norm: 7.1346 2020-08-16 08:24:36,183 - mmaction - INFO - Epoch [29][120/2505] lr: 3.750e-03, eta: 1 day, 13:57:44, time: 0.733, data_time: 0.003, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8302, loss_cls: 1.6311, loss: 1.6311, grad_norm: 7.2226 2020-08-16 08:24:51,373 - mmaction - INFO - Epoch [29][140/2505] lr: 3.750e-03, eta: 1 day, 13:57:29, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8115, loss_cls: 1.6973, loss: 1.6973, grad_norm: 7.3478 2020-08-16 08:25:07,842 - mmaction - INFO - Epoch [29][160/2505] lr: 3.750e-03, eta: 1 day, 13:57:17, time: 0.825, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8146, loss_cls: 1.6911, loss: 1.6911, grad_norm: 7.1532 2020-08-16 08:25:21,903 - mmaction - INFO - Epoch [29][180/2505] lr: 3.750e-03, eta: 1 day, 13:56:59, time: 0.703, data_time: 0.002, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8276, loss_cls: 1.6675, loss: 1.6675, grad_norm: 7.3732 2020-08-16 08:25:37,070 - mmaction - INFO - Epoch [29][200/2505] lr: 3.750e-03, eta: 1 day, 13:56:44, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8104, loss_cls: 1.7110, loss: 1.7110, grad_norm: 7.2967 2020-08-16 08:25:53,017 - mmaction - INFO - Epoch [29][220/2505] lr: 3.750e-03, eta: 1 day, 13:56:31, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.5885, top5_acc: 0.7938, loss_cls: 1.7284, loss: 1.7284, grad_norm: 7.2921 2020-08-16 08:26:07,638 - mmaction - INFO - Epoch [29][240/2505] lr: 3.750e-03, eta: 1 day, 13:56:14, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8286, loss_cls: 1.6541, loss: 1.6541, grad_norm: 7.2632 2020-08-16 08:26:23,391 - mmaction - INFO - Epoch [29][260/2505] lr: 3.750e-03, eta: 1 day, 13:56:01, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8010, loss_cls: 1.7245, loss: 1.7245, grad_norm: 7.3603 2020-08-16 08:26:38,908 - mmaction - INFO - Epoch [29][280/2505] lr: 3.750e-03, eta: 1 day, 13:55:46, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8255, loss_cls: 1.6915, loss: 1.6915, grad_norm: 7.3002 2020-08-16 08:26:55,097 - mmaction - INFO - Epoch [29][300/2505] lr: 3.750e-03, eta: 1 day, 13:55:34, time: 0.810, data_time: 0.008, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8115, loss_cls: 1.6828, loss: 1.6828, grad_norm: 7.1724 2020-08-16 08:27:09,220 - mmaction - INFO - Epoch [29][320/2505] lr: 3.750e-03, eta: 1 day, 13:55:16, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8167, loss_cls: 1.6637, loss: 1.6637, grad_norm: 7.2028 2020-08-16 08:27:25,051 - mmaction - INFO - Epoch [29][340/2505] lr: 3.750e-03, eta: 1 day, 13:55:03, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8109, loss_cls: 1.6916, loss: 1.6916, grad_norm: 7.3158 2020-08-16 08:27:39,740 - mmaction - INFO - Epoch [29][360/2505] lr: 3.750e-03, eta: 1 day, 13:54:46, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8047, loss_cls: 1.7482, loss: 1.7482, grad_norm: 7.3083 2020-08-16 08:27:55,190 - mmaction - INFO - Epoch [29][380/2505] lr: 3.750e-03, eta: 1 day, 13:54:32, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8036, loss_cls: 1.7629, loss: 1.7629, grad_norm: 7.4684 2020-08-16 08:28:10,616 - mmaction - INFO - Epoch [29][400/2505] lr: 3.750e-03, eta: 1 day, 13:54:17, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5594, top5_acc: 0.8010, loss_cls: 1.8363, loss: 1.8363, grad_norm: 7.5169 2020-08-16 08:28:26,427 - mmaction - INFO - Epoch [29][420/2505] lr: 3.750e-03, eta: 1 day, 13:54:04, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8115, loss_cls: 1.6996, loss: 1.6996, grad_norm: 7.0039 2020-08-16 08:28:41,900 - mmaction - INFO - Epoch [29][440/2505] lr: 3.750e-03, eta: 1 day, 13:53:49, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8026, loss_cls: 1.6950, loss: 1.6950, grad_norm: 7.2539 2020-08-16 08:28:56,592 - mmaction - INFO - Epoch [29][460/2505] lr: 3.750e-03, eta: 1 day, 13:53:33, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8229, loss_cls: 1.6796, loss: 1.6796, grad_norm: 7.2015 2020-08-16 08:29:12,555 - mmaction - INFO - Epoch [29][480/2505] lr: 3.750e-03, eta: 1 day, 13:53:20, time: 0.798, data_time: 0.008, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8224, loss_cls: 1.6884, loss: 1.6884, grad_norm: 7.3739 2020-08-16 08:29:28,206 - mmaction - INFO - Epoch [29][500/2505] lr: 3.750e-03, eta: 1 day, 13:53:06, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8042, loss_cls: 1.7513, loss: 1.7513, grad_norm: 7.4835 2020-08-16 08:29:42,353 - mmaction - INFO - Epoch [29][520/2505] lr: 3.750e-03, eta: 1 day, 13:52:48, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8062, loss_cls: 1.7398, loss: 1.7398, grad_norm: 7.2652 2020-08-16 08:29:57,719 - mmaction - INFO - Epoch [29][540/2505] lr: 3.750e-03, eta: 1 day, 13:52:34, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6787, loss: 1.6787, grad_norm: 7.2827 2020-08-16 08:30:12,738 - mmaction - INFO - Epoch [29][560/2505] lr: 3.750e-03, eta: 1 day, 13:52:18, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8120, loss_cls: 1.6775, loss: 1.6775, grad_norm: 7.2100 2020-08-16 08:30:28,385 - mmaction - INFO - Epoch [29][580/2505] lr: 3.750e-03, eta: 1 day, 13:52:04, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8193, loss_cls: 1.6731, loss: 1.6731, grad_norm: 7.1967 2020-08-16 08:30:43,901 - mmaction - INFO - Epoch [29][600/2505] lr: 3.750e-03, eta: 1 day, 13:51:50, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8245, loss_cls: 1.6758, loss: 1.6758, grad_norm: 7.2959 2020-08-16 08:30:58,836 - mmaction - INFO - Epoch [29][620/2505] lr: 3.750e-03, eta: 1 day, 13:51:34, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8104, loss_cls: 1.7678, loss: 1.7678, grad_norm: 7.3461 2020-08-16 08:31:13,909 - mmaction - INFO - Epoch [29][640/2505] lr: 3.750e-03, eta: 1 day, 13:51:19, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7041, loss: 1.7041, grad_norm: 7.2779 2020-08-16 08:31:29,798 - mmaction - INFO - Epoch [29][660/2505] lr: 3.750e-03, eta: 1 day, 13:51:05, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8198, loss_cls: 1.6912, loss: 1.6912, grad_norm: 7.1582 2020-08-16 08:31:44,691 - mmaction - INFO - Epoch [29][680/2505] lr: 3.750e-03, eta: 1 day, 13:50:50, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8151, loss_cls: 1.7228, loss: 1.7228, grad_norm: 7.2572 2020-08-16 08:31:59,818 - mmaction - INFO - Epoch [29][700/2505] lr: 3.750e-03, eta: 1 day, 13:50:34, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8104, loss_cls: 1.6976, loss: 1.6976, grad_norm: 6.9924 2020-08-16 08:32:14,962 - mmaction - INFO - Epoch [29][720/2505] lr: 3.750e-03, eta: 1 day, 13:50:19, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8229, loss_cls: 1.6676, loss: 1.6676, grad_norm: 7.2495 2020-08-16 08:32:30,396 - mmaction - INFO - Epoch [29][740/2505] lr: 3.750e-03, eta: 1 day, 13:50:04, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8078, loss_cls: 1.7549, loss: 1.7549, grad_norm: 7.4554 2020-08-16 08:32:46,017 - mmaction - INFO - Epoch [29][760/2505] lr: 3.750e-03, eta: 1 day, 13:49:51, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8068, loss_cls: 1.7199, loss: 1.7199, grad_norm: 7.3019 2020-08-16 08:33:01,911 - mmaction - INFO - Epoch [29][780/2505] lr: 3.750e-03, eta: 1 day, 13:49:37, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8021, loss_cls: 1.7390, loss: 1.7390, grad_norm: 7.3960 2020-08-16 08:33:16,518 - mmaction - INFO - Epoch [29][800/2505] lr: 3.750e-03, eta: 1 day, 13:49:21, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8089, loss_cls: 1.6978, loss: 1.6978, grad_norm: 7.3270 2020-08-16 08:33:31,871 - mmaction - INFO - Epoch [29][820/2505] lr: 3.750e-03, eta: 1 day, 13:49:06, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8318, loss_cls: 1.6340, loss: 1.6340, grad_norm: 7.2446 2020-08-16 08:33:47,197 - mmaction - INFO - Epoch [29][840/2505] lr: 3.750e-03, eta: 1 day, 13:48:51, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8245, loss_cls: 1.6445, loss: 1.6445, grad_norm: 7.1036 2020-08-16 08:34:02,299 - mmaction - INFO - Epoch [29][860/2505] lr: 3.750e-03, eta: 1 day, 13:48:36, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.5854, top5_acc: 0.7964, loss_cls: 1.7815, loss: 1.7815, grad_norm: 7.2348 2020-08-16 08:34:17,739 - mmaction - INFO - Epoch [29][880/2505] lr: 3.750e-03, eta: 1 day, 13:48:21, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8224, loss_cls: 1.6643, loss: 1.6643, grad_norm: 7.2112 2020-08-16 08:34:32,895 - mmaction - INFO - Epoch [29][900/2505] lr: 3.750e-03, eta: 1 day, 13:48:06, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8078, loss_cls: 1.7035, loss: 1.7035, grad_norm: 7.1236 2020-08-16 08:34:47,996 - mmaction - INFO - Epoch [29][920/2505] lr: 3.750e-03, eta: 1 day, 13:47:51, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8120, loss_cls: 1.6666, loss: 1.6666, grad_norm: 7.1875 2020-08-16 08:35:03,196 - mmaction - INFO - Epoch [29][940/2505] lr: 3.750e-03, eta: 1 day, 13:47:36, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8000, loss_cls: 1.7321, loss: 1.7321, grad_norm: 7.3997 2020-08-16 08:35:18,265 - mmaction - INFO - Epoch [29][960/2505] lr: 3.750e-03, eta: 1 day, 13:47:20, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8130, loss_cls: 1.6961, loss: 1.6961, grad_norm: 7.3640 2020-08-16 08:35:33,843 - mmaction - INFO - Epoch [29][980/2505] lr: 3.750e-03, eta: 1 day, 13:47:06, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8073, loss_cls: 1.7272, loss: 1.7272, grad_norm: 7.1996 2020-08-16 08:35:49,377 - mmaction - INFO - Epoch [29][1000/2505] lr: 3.750e-03, eta: 1 day, 13:46:52, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8167, loss_cls: 1.6806, loss: 1.6806, grad_norm: 7.4103 2020-08-16 08:36:04,250 - mmaction - INFO - Epoch [29][1020/2505] lr: 3.750e-03, eta: 1 day, 13:46:36, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8026, loss_cls: 1.7709, loss: 1.7709, grad_norm: 7.3752 2020-08-16 08:36:19,375 - mmaction - INFO - Epoch [29][1040/2505] lr: 3.750e-03, eta: 1 day, 13:46:21, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8115, loss_cls: 1.6493, loss: 1.6493, grad_norm: 7.1674 2020-08-16 08:36:34,694 - mmaction - INFO - Epoch [29][1060/2505] lr: 3.750e-03, eta: 1 day, 13:46:06, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8203, loss_cls: 1.7279, loss: 1.7279, grad_norm: 7.3614 2020-08-16 08:36:50,626 - mmaction - INFO - Epoch [29][1080/2505] lr: 3.750e-03, eta: 1 day, 13:45:53, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.7984, loss_cls: 1.7071, loss: 1.7071, grad_norm: 7.1351 2020-08-16 08:37:05,286 - mmaction - INFO - Epoch [29][1100/2505] lr: 3.750e-03, eta: 1 day, 13:45:36, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8042, loss_cls: 1.6970, loss: 1.6970, grad_norm: 7.2981 2020-08-16 08:37:20,406 - mmaction - INFO - Epoch [29][1120/2505] lr: 3.750e-03, eta: 1 day, 13:45:21, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8115, loss_cls: 1.7242, loss: 1.7242, grad_norm: 7.4015 2020-08-16 08:37:35,645 - mmaction - INFO - Epoch [29][1140/2505] lr: 3.750e-03, eta: 1 day, 13:45:06, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8135, loss_cls: 1.6861, loss: 1.6861, grad_norm: 7.3059 2020-08-16 08:37:50,902 - mmaction - INFO - Epoch [29][1160/2505] lr: 3.750e-03, eta: 1 day, 13:44:51, time: 0.764, data_time: 0.008, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8109, loss_cls: 1.7583, loss: 1.7583, grad_norm: 7.2737 2020-08-16 08:38:06,462 - mmaction - INFO - Epoch [29][1180/2505] lr: 3.750e-03, eta: 1 day, 13:44:37, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8063, loss_cls: 1.7449, loss: 1.7449, grad_norm: 7.2325 2020-08-16 08:38:22,464 - mmaction - INFO - Epoch [29][1200/2505] lr: 3.750e-03, eta: 1 day, 13:44:24, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8062, loss_cls: 1.7184, loss: 1.7184, grad_norm: 7.2606 2020-08-16 08:38:37,239 - mmaction - INFO - Epoch [29][1220/2505] lr: 3.750e-03, eta: 1 day, 13:44:08, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8266, loss_cls: 1.6653, loss: 1.6653, grad_norm: 7.2190 2020-08-16 08:38:53,198 - mmaction - INFO - Epoch [29][1240/2505] lr: 3.750e-03, eta: 1 day, 13:43:55, time: 0.802, data_time: 0.007, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8083, loss_cls: 1.6573, loss: 1.6573, grad_norm: 7.2419 2020-08-16 08:39:07,879 - mmaction - INFO - Epoch [29][1260/2505] lr: 3.750e-03, eta: 1 day, 13:43:38, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.8021, loss_cls: 1.7613, loss: 1.7613, grad_norm: 7.4338 2020-08-16 08:39:23,633 - mmaction - INFO - Epoch [29][1280/2505] lr: 3.750e-03, eta: 1 day, 13:43:24, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.7223, loss: 1.7223, grad_norm: 7.2867 2020-08-16 08:39:38,546 - mmaction - INFO - Epoch [29][1300/2505] lr: 3.750e-03, eta: 1 day, 13:43:09, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8203, loss_cls: 1.6119, loss: 1.6119, grad_norm: 7.2055 2020-08-16 08:39:53,613 - mmaction - INFO - Epoch [29][1320/2505] lr: 3.750e-03, eta: 1 day, 13:42:53, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8177, loss_cls: 1.6426, loss: 1.6426, grad_norm: 7.1327 2020-08-16 08:40:10,053 - mmaction - INFO - Epoch [29][1340/2505] lr: 3.750e-03, eta: 1 day, 13:42:41, time: 0.820, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8167, loss_cls: 1.7215, loss: 1.7215, grad_norm: 7.2683 2020-08-16 08:40:25,455 - mmaction - INFO - Epoch [29][1360/2505] lr: 3.750e-03, eta: 1 day, 13:42:27, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8312, loss_cls: 1.6870, loss: 1.6870, grad_norm: 7.3407 2020-08-16 08:40:41,503 - mmaction - INFO - Epoch [29][1380/2505] lr: 3.750e-03, eta: 1 day, 13:42:14, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8115, loss_cls: 1.7390, loss: 1.7390, grad_norm: 7.3748 2020-08-16 08:40:56,018 - mmaction - INFO - Epoch [29][1400/2505] lr: 3.750e-03, eta: 1 day, 13:41:57, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8026, loss_cls: 1.7487, loss: 1.7487, grad_norm: 7.3871 2020-08-16 08:41:13,311 - mmaction - INFO - Epoch [29][1420/2505] lr: 3.750e-03, eta: 1 day, 13:41:47, time: 0.865, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8057, loss_cls: 1.6886, loss: 1.6886, grad_norm: 7.1885 2020-08-16 08:41:27,211 - mmaction - INFO - Epoch [29][1440/2505] lr: 3.750e-03, eta: 1 day, 13:41:29, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5776, top5_acc: 0.7943, loss_cls: 1.8027, loss: 1.8027, grad_norm: 7.4625 2020-08-16 08:41:42,643 - mmaction - INFO - Epoch [29][1460/2505] lr: 3.750e-03, eta: 1 day, 13:41:14, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8177, loss_cls: 1.6997, loss: 1.6997, grad_norm: 7.1411 2020-08-16 08:41:57,561 - mmaction - INFO - Epoch [29][1480/2505] lr: 3.750e-03, eta: 1 day, 13:40:58, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8161, loss_cls: 1.6853, loss: 1.6853, grad_norm: 7.1672 2020-08-16 08:42:13,074 - mmaction - INFO - Epoch [29][1500/2505] lr: 3.750e-03, eta: 1 day, 13:40:44, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7121, loss: 1.7121, grad_norm: 7.2531 2020-08-16 08:42:28,518 - mmaction - INFO - Epoch [29][1520/2505] lr: 3.750e-03, eta: 1 day, 13:40:30, time: 0.772, data_time: 0.003, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8156, loss_cls: 1.7097, loss: 1.7097, grad_norm: 7.2351 2020-08-16 08:42:44,064 - mmaction - INFO - Epoch [29][1540/2505] lr: 3.750e-03, eta: 1 day, 13:40:15, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8182, loss_cls: 1.6866, loss: 1.6866, grad_norm: 7.4535 2020-08-16 08:42:59,036 - mmaction - INFO - Epoch [29][1560/2505] lr: 3.750e-03, eta: 1 day, 13:40:00, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8021, loss_cls: 1.7128, loss: 1.7128, grad_norm: 7.4497 2020-08-16 08:43:16,069 - mmaction - INFO - Epoch [29][1580/2505] lr: 3.750e-03, eta: 1 day, 13:39:49, time: 0.850, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8000, loss_cls: 1.7647, loss: 1.7647, grad_norm: 7.3317 2020-08-16 08:43:30,312 - mmaction - INFO - Epoch [29][1600/2505] lr: 3.750e-03, eta: 1 day, 13:39:32, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8214, loss_cls: 1.6610, loss: 1.6610, grad_norm: 7.3221 2020-08-16 08:43:46,970 - mmaction - INFO - Epoch [29][1620/2505] lr: 3.750e-03, eta: 1 day, 13:39:20, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8047, loss_cls: 1.7205, loss: 1.7205, grad_norm: 7.4014 2020-08-16 08:44:00,944 - mmaction - INFO - Epoch [29][1640/2505] lr: 3.750e-03, eta: 1 day, 13:39:02, time: 0.699, data_time: 0.002, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8104, loss_cls: 1.7130, loss: 1.7130, grad_norm: 7.1986 2020-08-16 08:44:16,223 - mmaction - INFO - Epoch [29][1660/2505] lr: 3.750e-03, eta: 1 day, 13:38:47, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8052, loss_cls: 1.7286, loss: 1.7286, grad_norm: 7.3701 2020-08-16 08:44:32,650 - mmaction - INFO - Epoch [29][1680/2505] lr: 3.750e-03, eta: 1 day, 13:38:35, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8135, loss_cls: 1.6805, loss: 1.6805, grad_norm: 7.2781 2020-08-16 08:44:49,018 - mmaction - INFO - Epoch [29][1700/2505] lr: 3.750e-03, eta: 1 day, 13:38:23, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8130, loss_cls: 1.6917, loss: 1.6917, grad_norm: 7.2207 2020-08-16 08:45:03,018 - mmaction - INFO - Epoch [29][1720/2505] lr: 3.750e-03, eta: 1 day, 13:38:05, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8130, loss_cls: 1.7498, loss: 1.7498, grad_norm: 7.3360 2020-08-16 08:45:18,854 - mmaction - INFO - Epoch [29][1740/2505] lr: 3.750e-03, eta: 1 day, 13:37:51, time: 0.791, data_time: 0.002, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8099, loss_cls: 1.6978, loss: 1.6978, grad_norm: 7.0767 2020-08-16 08:45:33,917 - mmaction - INFO - Epoch [29][1760/2505] lr: 3.750e-03, eta: 1 day, 13:37:36, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.7984, loss_cls: 1.7595, loss: 1.7595, grad_norm: 7.2884 2020-08-16 08:45:48,807 - mmaction - INFO - Epoch [29][1780/2505] lr: 3.750e-03, eta: 1 day, 13:37:20, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.8146, loss_cls: 1.7264, loss: 1.7264, grad_norm: 7.3034 2020-08-16 08:46:04,634 - mmaction - INFO - Epoch [29][1800/2505] lr: 3.750e-03, eta: 1 day, 13:37:07, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8193, loss_cls: 1.6772, loss: 1.6772, grad_norm: 7.1337 2020-08-16 08:46:19,363 - mmaction - INFO - Epoch [29][1820/2505] lr: 3.750e-03, eta: 1 day, 13:36:50, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7885, loss_cls: 1.8433, loss: 1.8433, grad_norm: 7.4512 2020-08-16 08:46:34,847 - mmaction - INFO - Epoch [29][1840/2505] lr: 3.750e-03, eta: 1 day, 13:36:36, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8010, loss_cls: 1.7817, loss: 1.7817, grad_norm: 7.4522 2020-08-16 08:46:50,317 - mmaction - INFO - Epoch [29][1860/2505] lr: 3.750e-03, eta: 1 day, 13:36:22, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8047, loss_cls: 1.7632, loss: 1.7632, grad_norm: 7.3827 2020-08-16 08:47:05,835 - mmaction - INFO - Epoch [29][1880/2505] lr: 3.750e-03, eta: 1 day, 13:36:07, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5724, top5_acc: 0.8026, loss_cls: 1.7627, loss: 1.7627, grad_norm: 7.3198 2020-08-16 08:47:20,796 - mmaction - INFO - Epoch [29][1900/2505] lr: 3.750e-03, eta: 1 day, 13:35:52, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8125, loss_cls: 1.7033, loss: 1.7033, grad_norm: 7.2136 2020-08-16 08:47:35,775 - mmaction - INFO - Epoch [29][1920/2505] lr: 3.750e-03, eta: 1 day, 13:35:36, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8141, loss_cls: 1.7366, loss: 1.7366, grad_norm: 7.4641 2020-08-16 08:47:50,997 - mmaction - INFO - Epoch [29][1940/2505] lr: 3.750e-03, eta: 1 day, 13:35:21, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5786, top5_acc: 0.8063, loss_cls: 1.7686, loss: 1.7686, grad_norm: 7.2671 2020-08-16 08:48:06,314 - mmaction - INFO - Epoch [29][1960/2505] lr: 3.750e-03, eta: 1 day, 13:35:06, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8245, loss_cls: 1.6753, loss: 1.6753, grad_norm: 7.1725 2020-08-16 08:48:21,790 - mmaction - INFO - Epoch [29][1980/2505] lr: 3.750e-03, eta: 1 day, 13:34:52, time: 0.773, data_time: 0.008, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8036, loss_cls: 1.7443, loss: 1.7443, grad_norm: 7.0503 2020-08-16 08:48:36,962 - mmaction - INFO - Epoch [29][2000/2505] lr: 3.750e-03, eta: 1 day, 13:34:36, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8099, loss_cls: 1.6977, loss: 1.6977, grad_norm: 7.2047 2020-08-16 08:48:52,279 - mmaction - INFO - Epoch [29][2020/2505] lr: 3.750e-03, eta: 1 day, 13:34:22, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8016, loss_cls: 1.7397, loss: 1.7397, grad_norm: 7.4907 2020-08-16 08:49:08,194 - mmaction - INFO - Epoch [29][2040/2505] lr: 3.750e-03, eta: 1 day, 13:34:08, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8161, loss_cls: 1.6868, loss: 1.6868, grad_norm: 7.3161 2020-08-16 08:49:23,338 - mmaction - INFO - Epoch [29][2060/2505] lr: 3.750e-03, eta: 1 day, 13:33:53, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.7529, loss: 1.7529, grad_norm: 7.4685 2020-08-16 08:49:39,580 - mmaction - INFO - Epoch [29][2080/2505] lr: 3.750e-03, eta: 1 day, 13:33:41, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8161, loss_cls: 1.6904, loss: 1.6904, grad_norm: 7.3052 2020-08-16 08:49:54,322 - mmaction - INFO - Epoch [29][2100/2505] lr: 3.750e-03, eta: 1 day, 13:33:24, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8073, loss_cls: 1.7201, loss: 1.7201, grad_norm: 7.1212 2020-08-16 08:50:10,314 - mmaction - INFO - Epoch [29][2120/2505] lr: 3.750e-03, eta: 1 day, 13:33:11, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6864, loss: 1.6864, grad_norm: 7.3144 2020-08-16 08:50:25,311 - mmaction - INFO - Epoch [29][2140/2505] lr: 3.750e-03, eta: 1 day, 13:32:56, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8063, loss_cls: 1.6929, loss: 1.6929, grad_norm: 7.1609 2020-08-16 08:50:40,640 - mmaction - INFO - Epoch [29][2160/2505] lr: 3.750e-03, eta: 1 day, 13:32:41, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8031, loss_cls: 1.7504, loss: 1.7504, grad_norm: 7.3323 2020-08-16 08:50:56,094 - mmaction - INFO - Epoch [29][2180/2505] lr: 3.750e-03, eta: 1 day, 13:32:26, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.8005, loss_cls: 1.7713, loss: 1.7713, grad_norm: 7.3503 2020-08-16 08:51:12,437 - mmaction - INFO - Epoch [29][2200/2505] lr: 3.750e-03, eta: 1 day, 13:32:14, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8073, loss_cls: 1.7002, loss: 1.7002, grad_norm: 7.3307 2020-08-16 08:51:27,355 - mmaction - INFO - Epoch [29][2220/2505] lr: 3.750e-03, eta: 1 day, 13:31:58, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8219, loss_cls: 1.6764, loss: 1.6764, grad_norm: 7.3454 2020-08-16 08:51:43,223 - mmaction - INFO - Epoch [29][2240/2505] lr: 3.750e-03, eta: 1 day, 13:31:45, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8016, loss_cls: 1.7790, loss: 1.7790, grad_norm: 7.5456 2020-08-16 08:51:58,641 - mmaction - INFO - Epoch [29][2260/2505] lr: 3.750e-03, eta: 1 day, 13:31:30, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8057, loss_cls: 1.6846, loss: 1.6846, grad_norm: 7.2066 2020-08-16 08:52:14,852 - mmaction - INFO - Epoch [29][2280/2505] lr: 3.750e-03, eta: 1 day, 13:31:18, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8099, loss_cls: 1.7229, loss: 1.7229, grad_norm: 7.4709 2020-08-16 08:52:30,170 - mmaction - INFO - Epoch [29][2300/2505] lr: 3.750e-03, eta: 1 day, 13:31:03, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8146, loss_cls: 1.6891, loss: 1.6891, grad_norm: 7.2803 2020-08-16 08:52:45,779 - mmaction - INFO - Epoch [29][2320/2505] lr: 3.750e-03, eta: 1 day, 13:30:49, time: 0.784, data_time: 0.008, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8224, loss_cls: 1.6413, loss: 1.6413, grad_norm: 7.2329 2020-08-16 08:53:01,152 - mmaction - INFO - Epoch [29][2340/2505] lr: 3.750e-03, eta: 1 day, 13:30:34, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8161, loss_cls: 1.6500, loss: 1.6500, grad_norm: 7.2651 2020-08-16 08:53:16,441 - mmaction - INFO - Epoch [29][2360/2505] lr: 3.750e-03, eta: 1 day, 13:30:19, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8016, loss_cls: 1.7646, loss: 1.7646, grad_norm: 7.4071 2020-08-16 08:53:32,076 - mmaction - INFO - Epoch [29][2380/2505] lr: 3.750e-03, eta: 1 day, 13:30:05, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8047, loss_cls: 1.7936, loss: 1.7936, grad_norm: 7.3971 2020-08-16 08:53:47,925 - mmaction - INFO - Epoch [29][2400/2505] lr: 3.750e-03, eta: 1 day, 13:29:52, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8151, loss_cls: 1.7002, loss: 1.7002, grad_norm: 7.2056 2020-08-16 08:54:03,625 - mmaction - INFO - Epoch [29][2420/2505] lr: 3.750e-03, eta: 1 day, 13:29:38, time: 0.786, data_time: 0.003, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8146, loss_cls: 1.7216, loss: 1.7216, grad_norm: 7.3598 2020-08-16 08:54:19,074 - mmaction - INFO - Epoch [29][2440/2505] lr: 3.750e-03, eta: 1 day, 13:29:23, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8125, loss_cls: 1.6745, loss: 1.6745, grad_norm: 7.1664 2020-08-16 08:54:34,613 - mmaction - INFO - Epoch [29][2460/2505] lr: 3.750e-03, eta: 1 day, 13:29:09, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8010, loss_cls: 1.7599, loss: 1.7599, grad_norm: 7.3883 2020-08-16 08:54:49,867 - mmaction - INFO - Epoch [29][2480/2505] lr: 3.750e-03, eta: 1 day, 13:28:54, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8177, loss_cls: 1.6958, loss: 1.6958, grad_norm: 7.2864 2020-08-16 08:55:05,111 - mmaction - INFO - Epoch [29][2500/2505] lr: 3.750e-03, eta: 1 day, 13:28:39, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5745, top5_acc: 0.8042, loss_cls: 1.8314, loss: 1.8314, grad_norm: 7.5807 2020-08-16 08:55:09,837 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-08-16 08:55:30,779 - mmaction - INFO - Epoch [30][20/2505] lr: 3.750e-03, eta: 1 day, 13:28:24, time: 1.028, data_time: 0.408, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8161, loss_cls: 1.6734, loss: 1.6734, grad_norm: 7.2266 2020-08-16 08:55:44,678 - mmaction - INFO - Epoch [30][40/2505] lr: 3.750e-03, eta: 1 day, 13:28:06, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8026, loss_cls: 1.7355, loss: 1.7355, grad_norm: 7.4054 2020-08-16 08:56:00,487 - mmaction - INFO - Epoch [30][60/2505] lr: 3.750e-03, eta: 1 day, 13:27:52, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8156, loss_cls: 1.7060, loss: 1.7060, grad_norm: 7.2460 2020-08-16 08:56:15,374 - mmaction - INFO - Epoch [30][80/2505] lr: 3.750e-03, eta: 1 day, 13:27:36, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8094, loss_cls: 1.7555, loss: 1.7555, grad_norm: 7.3527 2020-08-16 08:56:30,534 - mmaction - INFO - Epoch [30][100/2505] lr: 3.750e-03, eta: 1 day, 13:27:21, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7348, loss: 1.7348, grad_norm: 7.2896 2020-08-16 08:56:45,512 - mmaction - INFO - Epoch [30][120/2505] lr: 3.750e-03, eta: 1 day, 13:27:06, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8286, loss_cls: 1.6090, loss: 1.6090, grad_norm: 7.1381 2020-08-16 08:57:01,017 - mmaction - INFO - Epoch [30][140/2505] lr: 3.750e-03, eta: 1 day, 13:26:51, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8068, loss_cls: 1.6731, loss: 1.6731, grad_norm: 7.1154 2020-08-16 08:57:17,204 - mmaction - INFO - Epoch [30][160/2505] lr: 3.750e-03, eta: 1 day, 13:26:38, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8115, loss_cls: 1.6978, loss: 1.6978, grad_norm: 7.1219 2020-08-16 08:57:32,836 - mmaction - INFO - Epoch [30][180/2505] lr: 3.750e-03, eta: 1 day, 13:26:24, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8271, loss_cls: 1.6611, loss: 1.6611, grad_norm: 7.1711 2020-08-16 08:57:48,576 - mmaction - INFO - Epoch [30][200/2505] lr: 3.750e-03, eta: 1 day, 13:26:11, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6773, loss: 1.6773, grad_norm: 7.4550 2020-08-16 08:58:04,327 - mmaction - INFO - Epoch [30][220/2505] lr: 3.750e-03, eta: 1 day, 13:25:57, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7288, loss: 1.7288, grad_norm: 7.3451 2020-08-16 08:58:19,199 - mmaction - INFO - Epoch [30][240/2505] lr: 3.750e-03, eta: 1 day, 13:25:41, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8286, loss_cls: 1.6337, loss: 1.6337, grad_norm: 7.3870 2020-08-16 08:58:34,208 - mmaction - INFO - Epoch [30][260/2505] lr: 3.750e-03, eta: 1 day, 13:25:25, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8271, loss_cls: 1.6151, loss: 1.6151, grad_norm: 7.0535 2020-08-16 08:58:49,965 - mmaction - INFO - Epoch [30][280/2505] lr: 3.750e-03, eta: 1 day, 13:25:12, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8240, loss_cls: 1.6089, loss: 1.6089, grad_norm: 6.9741 2020-08-16 08:59:05,544 - mmaction - INFO - Epoch [30][300/2505] lr: 3.750e-03, eta: 1 day, 13:24:57, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8214, loss_cls: 1.6629, loss: 1.6629, grad_norm: 7.1405 2020-08-16 08:59:20,453 - mmaction - INFO - Epoch [30][320/2505] lr: 3.750e-03, eta: 1 day, 13:24:41, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8099, loss_cls: 1.7084, loss: 1.7084, grad_norm: 7.2754 2020-08-16 08:59:36,950 - mmaction - INFO - Epoch [30][340/2505] lr: 3.750e-03, eta: 1 day, 13:24:30, time: 0.829, data_time: 0.007, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8323, loss_cls: 1.6612, loss: 1.6612, grad_norm: 7.2475 2020-08-16 08:59:51,453 - mmaction - INFO - Epoch [30][360/2505] lr: 3.750e-03, eta: 1 day, 13:24:13, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8151, loss_cls: 1.6572, loss: 1.6572, grad_norm: 7.2077 2020-08-16 09:00:08,248 - mmaction - INFO - Epoch [30][380/2505] lr: 3.750e-03, eta: 1 day, 13:24:01, time: 0.836, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8292, loss_cls: 1.6188, loss: 1.6188, grad_norm: 7.0601 2020-08-16 09:00:23,525 - mmaction - INFO - Epoch [30][400/2505] lr: 3.750e-03, eta: 1 day, 13:23:47, time: 0.770, data_time: 0.011, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8380, loss_cls: 1.5744, loss: 1.5744, grad_norm: 7.3647 2020-08-16 09:00:39,461 - mmaction - INFO - Epoch [30][420/2505] lr: 3.750e-03, eta: 1 day, 13:23:33, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8401, loss_cls: 1.5839, loss: 1.5839, grad_norm: 7.2042 2020-08-16 09:00:55,118 - mmaction - INFO - Epoch [30][440/2505] lr: 3.750e-03, eta: 1 day, 13:23:19, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8234, loss_cls: 1.6918, loss: 1.6918, grad_norm: 7.3752 2020-08-16 09:01:09,758 - mmaction - INFO - Epoch [30][460/2505] lr: 3.750e-03, eta: 1 day, 13:23:03, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8271, loss_cls: 1.6364, loss: 1.6364, grad_norm: 7.2502 2020-08-16 09:01:25,654 - mmaction - INFO - Epoch [30][480/2505] lr: 3.750e-03, eta: 1 day, 13:22:50, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8167, loss_cls: 1.6836, loss: 1.6836, grad_norm: 7.3616 2020-08-16 09:01:40,300 - mmaction - INFO - Epoch [30][500/2505] lr: 3.750e-03, eta: 1 day, 13:22:33, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8151, loss_cls: 1.6134, loss: 1.6134, grad_norm: 7.0997 2020-08-16 09:01:56,542 - mmaction - INFO - Epoch [30][520/2505] lr: 3.750e-03, eta: 1 day, 13:22:21, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8177, loss_cls: 1.6764, loss: 1.6764, grad_norm: 7.4019 2020-08-16 09:02:12,356 - mmaction - INFO - Epoch [30][540/2505] lr: 3.750e-03, eta: 1 day, 13:22:07, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8115, loss_cls: 1.6621, loss: 1.6621, grad_norm: 7.1585 2020-08-16 09:02:27,462 - mmaction - INFO - Epoch [30][560/2505] lr: 3.750e-03, eta: 1 day, 13:21:52, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8193, loss_cls: 1.6742, loss: 1.6742, grad_norm: 7.3098 2020-08-16 09:02:43,361 - mmaction - INFO - Epoch [30][580/2505] lr: 3.750e-03, eta: 1 day, 13:21:38, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8302, loss_cls: 1.6412, loss: 1.6412, grad_norm: 7.2066 2020-08-16 09:02:58,146 - mmaction - INFO - Epoch [30][600/2505] lr: 3.750e-03, eta: 1 day, 13:21:22, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5703, top5_acc: 0.8036, loss_cls: 1.7866, loss: 1.7866, grad_norm: 7.6668 2020-08-16 09:03:13,323 - mmaction - INFO - Epoch [30][620/2505] lr: 3.750e-03, eta: 1 day, 13:21:07, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5661, top5_acc: 0.8010, loss_cls: 1.8024, loss: 1.8024, grad_norm: 7.6663 2020-08-16 09:03:29,226 - mmaction - INFO - Epoch [30][640/2505] lr: 3.750e-03, eta: 1 day, 13:20:53, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.7964, loss_cls: 1.7823, loss: 1.7823, grad_norm: 7.4862 2020-08-16 09:03:44,106 - mmaction - INFO - Epoch [30][660/2505] lr: 3.750e-03, eta: 1 day, 13:20:38, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8078, loss_cls: 1.7336, loss: 1.7336, grad_norm: 7.4076 2020-08-16 09:03:59,544 - mmaction - INFO - Epoch [30][680/2505] lr: 3.750e-03, eta: 1 day, 13:20:23, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8380, loss_cls: 1.5737, loss: 1.5737, grad_norm: 7.1410 2020-08-16 09:04:15,756 - mmaction - INFO - Epoch [30][700/2505] lr: 3.750e-03, eta: 1 day, 13:20:10, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8203, loss_cls: 1.6575, loss: 1.6575, grad_norm: 7.3005 2020-08-16 09:04:31,362 - mmaction - INFO - Epoch [30][720/2505] lr: 3.750e-03, eta: 1 day, 13:19:56, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.7258, loss: 1.7258, grad_norm: 7.4279 2020-08-16 09:04:46,625 - mmaction - INFO - Epoch [30][740/2505] lr: 3.750e-03, eta: 1 day, 13:19:41, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8156, loss_cls: 1.6998, loss: 1.6998, grad_norm: 7.3626 2020-08-16 09:05:02,310 - mmaction - INFO - Epoch [30][760/2505] lr: 3.750e-03, eta: 1 day, 13:19:27, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.5885, top5_acc: 0.7964, loss_cls: 1.7307, loss: 1.7307, grad_norm: 7.2777 2020-08-16 09:05:17,710 - mmaction - INFO - Epoch [30][780/2505] lr: 3.750e-03, eta: 1 day, 13:19:13, time: 0.771, data_time: 0.003, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.7201, loss: 1.7201, grad_norm: 7.5369 2020-08-16 09:05:33,722 - mmaction - INFO - Epoch [30][800/2505] lr: 3.750e-03, eta: 1 day, 13:18:59, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8104, loss_cls: 1.7474, loss: 1.7474, grad_norm: 7.4925 2020-08-16 09:05:50,155 - mmaction - INFO - Epoch [30][820/2505] lr: 3.750e-03, eta: 1 day, 13:18:47, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8229, loss_cls: 1.6771, loss: 1.6771, grad_norm: 7.5233 2020-08-16 09:06:05,347 - mmaction - INFO - Epoch [30][840/2505] lr: 3.750e-03, eta: 1 day, 13:18:32, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8203, loss_cls: 1.7003, loss: 1.7003, grad_norm: 7.4178 2020-08-16 09:06:20,051 - mmaction - INFO - Epoch [30][860/2505] lr: 3.750e-03, eta: 1 day, 13:18:16, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8146, loss_cls: 1.6896, loss: 1.6896, grad_norm: 7.1767 2020-08-16 09:06:35,233 - mmaction - INFO - Epoch [30][880/2505] lr: 3.750e-03, eta: 1 day, 13:18:01, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.7367, loss: 1.7367, grad_norm: 7.5520 2020-08-16 09:06:50,379 - mmaction - INFO - Epoch [30][900/2505] lr: 3.750e-03, eta: 1 day, 13:17:46, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8057, loss_cls: 1.7133, loss: 1.7133, grad_norm: 7.1882 2020-08-16 09:07:08,179 - mmaction - INFO - Epoch [30][920/2505] lr: 3.750e-03, eta: 1 day, 13:17:37, time: 0.888, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8219, loss_cls: 1.6688, loss: 1.6688, grad_norm: 7.2128 2020-08-16 09:07:22,216 - mmaction - INFO - Epoch [30][940/2505] lr: 3.750e-03, eta: 1 day, 13:17:19, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8229, loss_cls: 1.6192, loss: 1.6192, grad_norm: 6.8878 2020-08-16 09:07:37,396 - mmaction - INFO - Epoch [30][960/2505] lr: 3.750e-03, eta: 1 day, 13:17:04, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8313, loss_cls: 1.6272, loss: 1.6272, grad_norm: 7.1417 2020-08-16 09:07:52,516 - mmaction - INFO - Epoch [30][980/2505] lr: 3.750e-03, eta: 1 day, 13:16:48, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8120, loss_cls: 1.7333, loss: 1.7333, grad_norm: 7.3950 2020-08-16 09:08:08,015 - mmaction - INFO - Epoch [30][1000/2505] lr: 3.750e-03, eta: 1 day, 13:16:34, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5839, top5_acc: 0.7958, loss_cls: 1.7958, loss: 1.7958, grad_norm: 7.5901 2020-08-16 09:08:23,254 - mmaction - INFO - Epoch [30][1020/2505] lr: 3.750e-03, eta: 1 day, 13:16:19, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8219, loss_cls: 1.6627, loss: 1.6627, grad_norm: 7.1946 2020-08-16 09:08:39,413 - mmaction - INFO - Epoch [30][1040/2505] lr: 3.750e-03, eta: 1 day, 13:16:06, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8109, loss_cls: 1.7097, loss: 1.7097, grad_norm: 7.3044 2020-08-16 09:08:54,865 - mmaction - INFO - Epoch [30][1060/2505] lr: 3.750e-03, eta: 1 day, 13:15:52, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8109, loss_cls: 1.7008, loss: 1.7008, grad_norm: 7.3191 2020-08-16 09:09:10,212 - mmaction - INFO - Epoch [30][1080/2505] lr: 3.750e-03, eta: 1 day, 13:15:37, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8141, loss_cls: 1.6969, loss: 1.6969, grad_norm: 7.3546 2020-08-16 09:09:25,752 - mmaction - INFO - Epoch [30][1100/2505] lr: 3.750e-03, eta: 1 day, 13:15:22, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8135, loss_cls: 1.7093, loss: 1.7093, grad_norm: 7.2949 2020-08-16 09:09:42,155 - mmaction - INFO - Epoch [30][1120/2505] lr: 3.750e-03, eta: 1 day, 13:15:10, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.5714, top5_acc: 0.8016, loss_cls: 1.7809, loss: 1.7809, grad_norm: 7.4390 2020-08-16 09:09:56,872 - mmaction - INFO - Epoch [30][1140/2505] lr: 3.750e-03, eta: 1 day, 13:14:54, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8120, loss_cls: 1.7012, loss: 1.7012, grad_norm: 7.3496 2020-08-16 09:10:13,197 - mmaction - INFO - Epoch [30][1160/2505] lr: 3.750e-03, eta: 1 day, 13:14:42, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8198, loss_cls: 1.6619, loss: 1.6619, grad_norm: 7.2203 2020-08-16 09:10:28,595 - mmaction - INFO - Epoch [30][1180/2505] lr: 3.750e-03, eta: 1 day, 13:14:27, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8224, loss_cls: 1.5963, loss: 1.5963, grad_norm: 7.2115 2020-08-16 09:10:44,239 - mmaction - INFO - Epoch [30][1200/2505] lr: 3.750e-03, eta: 1 day, 13:14:13, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8312, loss_cls: 1.6087, loss: 1.6087, grad_norm: 7.1561 2020-08-16 09:11:00,023 - mmaction - INFO - Epoch [30][1220/2505] lr: 3.750e-03, eta: 1 day, 13:13:59, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8078, loss_cls: 1.6893, loss: 1.6893, grad_norm: 7.0872 2020-08-16 09:11:15,567 - mmaction - INFO - Epoch [30][1240/2505] lr: 3.750e-03, eta: 1 day, 13:13:45, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.7979, loss_cls: 1.7780, loss: 1.7780, grad_norm: 7.3617 2020-08-16 09:11:30,916 - mmaction - INFO - Epoch [30][1260/2505] lr: 3.750e-03, eta: 1 day, 13:13:30, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8156, loss_cls: 1.6949, loss: 1.6949, grad_norm: 7.3327 2020-08-16 09:11:46,007 - mmaction - INFO - Epoch [30][1280/2505] lr: 3.750e-03, eta: 1 day, 13:13:15, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6545, loss: 1.6545, grad_norm: 7.1918 2020-08-16 09:12:02,031 - mmaction - INFO - Epoch [30][1300/2505] lr: 3.750e-03, eta: 1 day, 13:13:01, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8219, loss_cls: 1.6938, loss: 1.6938, grad_norm: 7.4194 2020-08-16 09:12:17,369 - mmaction - INFO - Epoch [30][1320/2505] lr: 3.750e-03, eta: 1 day, 13:12:47, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8177, loss_cls: 1.7119, loss: 1.7119, grad_norm: 7.3705 2020-08-16 09:12:32,501 - mmaction - INFO - Epoch [30][1340/2505] lr: 3.750e-03, eta: 1 day, 13:12:31, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8146, loss_cls: 1.7349, loss: 1.7349, grad_norm: 7.1209 2020-08-16 09:12:47,942 - mmaction - INFO - Epoch [30][1360/2505] lr: 3.750e-03, eta: 1 day, 13:12:17, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8078, loss_cls: 1.7814, loss: 1.7814, grad_norm: 7.2637 2020-08-16 09:13:03,616 - mmaction - INFO - Epoch [30][1380/2505] lr: 3.750e-03, eta: 1 day, 13:12:03, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8208, loss_cls: 1.6221, loss: 1.6221, grad_norm: 7.0171 2020-08-16 09:13:18,891 - mmaction - INFO - Epoch [30][1400/2505] lr: 3.750e-03, eta: 1 day, 13:11:48, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8021, loss_cls: 1.6910, loss: 1.6910, grad_norm: 7.1031 2020-08-16 09:13:34,628 - mmaction - INFO - Epoch [30][1420/2505] lr: 3.750e-03, eta: 1 day, 13:11:34, time: 0.789, data_time: 0.008, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8089, loss_cls: 1.6560, loss: 1.6560, grad_norm: 7.2372 2020-08-16 09:13:49,941 - mmaction - INFO - Epoch [30][1440/2505] lr: 3.750e-03, eta: 1 day, 13:11:19, time: 0.765, data_time: 0.003, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8099, loss_cls: 1.7138, loss: 1.7138, grad_norm: 7.3772 2020-08-16 09:14:05,340 - mmaction - INFO - Epoch [30][1460/2505] lr: 3.750e-03, eta: 1 day, 13:11:05, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8203, loss_cls: 1.6791, loss: 1.6791, grad_norm: 7.2223 2020-08-16 09:14:20,878 - mmaction - INFO - Epoch [30][1480/2505] lr: 3.750e-03, eta: 1 day, 13:10:50, time: 0.777, data_time: 0.002, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8094, loss_cls: 1.7084, loss: 1.7084, grad_norm: 7.1925 2020-08-16 09:14:36,327 - mmaction - INFO - Epoch [30][1500/2505] lr: 3.750e-03, eta: 1 day, 13:10:35, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8151, loss_cls: 1.7009, loss: 1.7009, grad_norm: 7.3418 2020-08-16 09:14:51,666 - mmaction - INFO - Epoch [30][1520/2505] lr: 3.750e-03, eta: 1 day, 13:10:21, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8078, loss_cls: 1.7794, loss: 1.7794, grad_norm: 7.4297 2020-08-16 09:15:07,151 - mmaction - INFO - Epoch [30][1540/2505] lr: 3.750e-03, eta: 1 day, 13:10:06, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8188, loss_cls: 1.6947, loss: 1.6947, grad_norm: 7.2569 2020-08-16 09:15:22,359 - mmaction - INFO - Epoch [30][1560/2505] lr: 3.750e-03, eta: 1 day, 13:09:51, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.6954, loss: 1.6954, grad_norm: 7.2201 2020-08-16 09:15:37,806 - mmaction - INFO - Epoch [30][1580/2505] lr: 3.750e-03, eta: 1 day, 13:09:37, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8141, loss_cls: 1.7345, loss: 1.7345, grad_norm: 7.4554 2020-08-16 09:15:53,208 - mmaction - INFO - Epoch [30][1600/2505] lr: 3.750e-03, eta: 1 day, 13:09:22, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8193, loss_cls: 1.6624, loss: 1.6624, grad_norm: 7.5321 2020-08-16 09:16:08,704 - mmaction - INFO - Epoch [30][1620/2505] lr: 3.750e-03, eta: 1 day, 13:09:08, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8073, loss_cls: 1.7724, loss: 1.7724, grad_norm: 7.4798 2020-08-16 09:16:24,234 - mmaction - INFO - Epoch [30][1640/2505] lr: 3.750e-03, eta: 1 day, 13:08:53, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8104, loss_cls: 1.7110, loss: 1.7110, grad_norm: 7.2194 2020-08-16 09:16:39,931 - mmaction - INFO - Epoch [30][1660/2505] lr: 3.750e-03, eta: 1 day, 13:08:39, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.7891, loss_cls: 1.7970, loss: 1.7970, grad_norm: 7.6037 2020-08-16 09:16:55,346 - mmaction - INFO - Epoch [30][1680/2505] lr: 3.750e-03, eta: 1 day, 13:08:25, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5823, loss: 1.5823, grad_norm: 7.0775 2020-08-16 09:17:10,561 - mmaction - INFO - Epoch [30][1700/2505] lr: 3.750e-03, eta: 1 day, 13:08:10, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8234, loss_cls: 1.6775, loss: 1.6775, grad_norm: 7.2669 2020-08-16 09:17:25,818 - mmaction - INFO - Epoch [30][1720/2505] lr: 3.750e-03, eta: 1 day, 13:07:55, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6893, loss: 1.6893, grad_norm: 7.2827 2020-08-16 09:17:41,555 - mmaction - INFO - Epoch [30][1740/2505] lr: 3.750e-03, eta: 1 day, 13:07:41, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8073, loss_cls: 1.7174, loss: 1.7174, grad_norm: 7.2108 2020-08-16 09:17:58,332 - mmaction - INFO - Epoch [30][1760/2505] lr: 3.750e-03, eta: 1 day, 13:07:29, time: 0.836, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8141, loss_cls: 1.7080, loss: 1.7080, grad_norm: 7.5077 2020-08-16 09:18:12,940 - mmaction - INFO - Epoch [30][1780/2505] lr: 3.750e-03, eta: 1 day, 13:07:13, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8193, loss_cls: 1.7202, loss: 1.7202, grad_norm: 7.2654 2020-08-16 09:18:28,294 - mmaction - INFO - Epoch [30][1800/2505] lr: 3.750e-03, eta: 1 day, 13:06:58, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7365, loss: 1.7365, grad_norm: 7.6109 2020-08-16 09:18:43,492 - mmaction - INFO - Epoch [30][1820/2505] lr: 3.750e-03, eta: 1 day, 13:06:43, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8089, loss_cls: 1.7493, loss: 1.7493, grad_norm: 7.8101 2020-08-16 09:18:59,053 - mmaction - INFO - Epoch [30][1840/2505] lr: 3.750e-03, eta: 1 day, 13:06:29, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8089, loss_cls: 1.6886, loss: 1.6886, grad_norm: 7.3036 2020-08-16 09:19:14,425 - mmaction - INFO - Epoch [30][1860/2505] lr: 3.750e-03, eta: 1 day, 13:06:14, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5792, top5_acc: 0.7995, loss_cls: 1.7589, loss: 1.7589, grad_norm: 7.4292 2020-08-16 09:19:30,685 - mmaction - INFO - Epoch [30][1880/2505] lr: 3.750e-03, eta: 1 day, 13:06:01, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8062, loss_cls: 1.7001, loss: 1.7001, grad_norm: 7.2958 2020-08-16 09:19:45,545 - mmaction - INFO - Epoch [30][1900/2505] lr: 3.750e-03, eta: 1 day, 13:05:45, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8271, loss_cls: 1.6419, loss: 1.6419, grad_norm: 7.0938 2020-08-16 09:20:01,440 - mmaction - INFO - Epoch [30][1920/2505] lr: 3.750e-03, eta: 1 day, 13:05:32, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8021, loss_cls: 1.7240, loss: 1.7240, grad_norm: 7.2205 2020-08-16 09:20:17,379 - mmaction - INFO - Epoch [30][1940/2505] lr: 3.750e-03, eta: 1 day, 13:05:19, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8151, loss_cls: 1.6786, loss: 1.6786, grad_norm: 7.3081 2020-08-16 09:20:33,510 - mmaction - INFO - Epoch [30][1960/2505] lr: 3.750e-03, eta: 1 day, 13:05:06, time: 0.805, data_time: 0.004, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8016, loss_cls: 1.7698, loss: 1.7698, grad_norm: 7.4296 2020-08-16 09:20:47,774 - mmaction - INFO - Epoch [30][1980/2505] lr: 3.750e-03, eta: 1 day, 13:04:48, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8063, loss_cls: 1.7208, loss: 1.7208, grad_norm: 7.4057 2020-08-16 09:21:02,961 - mmaction - INFO - Epoch [30][2000/2505] lr: 3.750e-03, eta: 1 day, 13:04:33, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8089, loss_cls: 1.7529, loss: 1.7529, grad_norm: 7.4334 2020-08-16 09:21:18,337 - mmaction - INFO - Epoch [30][2020/2505] lr: 3.750e-03, eta: 1 day, 13:04:18, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8057, loss_cls: 1.7674, loss: 1.7674, grad_norm: 7.5692 2020-08-16 09:21:33,699 - mmaction - INFO - Epoch [30][2040/2505] lr: 3.750e-03, eta: 1 day, 13:04:04, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8161, loss_cls: 1.7218, loss: 1.7218, grad_norm: 7.3584 2020-08-16 09:21:49,375 - mmaction - INFO - Epoch [30][2060/2505] lr: 3.750e-03, eta: 1 day, 13:03:50, time: 0.784, data_time: 0.002, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8156, loss_cls: 1.6558, loss: 1.6558, grad_norm: 7.1039 2020-08-16 09:22:04,700 - mmaction - INFO - Epoch [30][2080/2505] lr: 3.750e-03, eta: 1 day, 13:03:35, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7562, loss: 1.7562, grad_norm: 7.3937 2020-08-16 09:22:20,371 - mmaction - INFO - Epoch [30][2100/2505] lr: 3.750e-03, eta: 1 day, 13:03:21, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6854, loss: 1.6854, grad_norm: 7.2943 2020-08-16 09:22:37,185 - mmaction - INFO - Epoch [30][2120/2505] lr: 3.750e-03, eta: 1 day, 13:03:09, time: 0.839, data_time: 0.005, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8339, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.9863 2020-08-16 09:22:51,498 - mmaction - INFO - Epoch [30][2140/2505] lr: 3.750e-03, eta: 1 day, 13:02:52, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8042, loss_cls: 1.7194, loss: 1.7194, grad_norm: 7.2430 2020-08-16 09:23:06,790 - mmaction - INFO - Epoch [30][2160/2505] lr: 3.750e-03, eta: 1 day, 13:02:37, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7130, loss: 1.7130, grad_norm: 7.1693 2020-08-16 09:23:23,886 - mmaction - INFO - Epoch [30][2180/2505] lr: 3.750e-03, eta: 1 day, 13:02:27, time: 0.857, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8151, loss_cls: 1.6665, loss: 1.6665, grad_norm: 7.1412 2020-08-16 09:23:39,930 - mmaction - INFO - Epoch [30][2200/2505] lr: 3.750e-03, eta: 1 day, 13:02:13, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8016, loss_cls: 1.7390, loss: 1.7390, grad_norm: 7.2967 2020-08-16 09:23:54,840 - mmaction - INFO - Epoch [30][2220/2505] lr: 3.750e-03, eta: 1 day, 13:01:58, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8177, loss_cls: 1.6741, loss: 1.6741, grad_norm: 7.1490 2020-08-16 09:24:10,400 - mmaction - INFO - Epoch [30][2240/2505] lr: 3.750e-03, eta: 1 day, 13:01:43, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8276, loss_cls: 1.6768, loss: 1.6768, grad_norm: 7.2600 2020-08-16 09:24:25,939 - mmaction - INFO - Epoch [30][2260/2505] lr: 3.750e-03, eta: 1 day, 13:01:29, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8193, loss_cls: 1.7211, loss: 1.7211, grad_norm: 7.3233 2020-08-16 09:24:41,669 - mmaction - INFO - Epoch [30][2280/2505] lr: 3.750e-03, eta: 1 day, 13:01:15, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8245, loss_cls: 1.6721, loss: 1.6721, grad_norm: 7.1004 2020-08-16 09:24:56,867 - mmaction - INFO - Epoch [30][2300/2505] lr: 3.750e-03, eta: 1 day, 13:01:00, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8005, loss_cls: 1.7382, loss: 1.7382, grad_norm: 7.2087 2020-08-16 09:25:12,758 - mmaction - INFO - Epoch [30][2320/2505] lr: 3.750e-03, eta: 1 day, 13:00:46, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8031, loss_cls: 1.7622, loss: 1.7622, grad_norm: 7.3532 2020-08-16 09:25:28,119 - mmaction - INFO - Epoch [30][2340/2505] lr: 3.750e-03, eta: 1 day, 13:00:32, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8151, loss_cls: 1.7218, loss: 1.7218, grad_norm: 7.3986 2020-08-16 09:25:43,542 - mmaction - INFO - Epoch [30][2360/2505] lr: 3.750e-03, eta: 1 day, 13:00:17, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.8094, loss_cls: 1.7719, loss: 1.7719, grad_norm: 7.6963 2020-08-16 09:25:58,771 - mmaction - INFO - Epoch [30][2380/2505] lr: 3.750e-03, eta: 1 day, 13:00:02, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8193, loss_cls: 1.6629, loss: 1.6629, grad_norm: 7.3942 2020-08-16 09:26:14,382 - mmaction - INFO - Epoch [30][2400/2505] lr: 3.750e-03, eta: 1 day, 12:59:48, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8281, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.2773 2020-08-16 09:26:30,942 - mmaction - INFO - Epoch [30][2420/2505] lr: 3.750e-03, eta: 1 day, 12:59:36, time: 0.828, data_time: 0.004, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8156, loss_cls: 1.7234, loss: 1.7234, grad_norm: 7.3698 2020-08-16 09:26:45,567 - mmaction - INFO - Epoch [30][2440/2505] lr: 3.750e-03, eta: 1 day, 12:59:19, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8297, loss_cls: 1.6423, loss: 1.6423, grad_norm: 7.2663 2020-08-16 09:27:01,426 - mmaction - INFO - Epoch [30][2460/2505] lr: 3.750e-03, eta: 1 day, 12:59:06, time: 0.791, data_time: 0.002, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8135, loss_cls: 1.7108, loss: 1.7108, grad_norm: 7.2721 2020-08-16 09:27:17,148 - mmaction - INFO - Epoch [30][2480/2505] lr: 3.750e-03, eta: 1 day, 12:58:52, time: 0.787, data_time: 0.008, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8026, loss_cls: 1.7754, loss: 1.7754, grad_norm: 7.3732 2020-08-16 09:27:33,004 - mmaction - INFO - Epoch [30][2500/2505] lr: 3.750e-03, eta: 1 day, 12:58:38, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8266, loss_cls: 1.6987, loss: 1.6987, grad_norm: 7.3194 2020-08-16 09:27:36,918 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-08-16 09:28:02,706 - mmaction - INFO - Epoch [31][20/2505] lr: 3.750e-03, eta: 1 day, 12:58:34, time: 1.258, data_time: 0.641, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8104, loss_cls: 1.7031, loss: 1.7031, grad_norm: 7.3945 2020-08-16 09:28:16,497 - mmaction - INFO - Epoch [31][40/2505] lr: 3.750e-03, eta: 1 day, 12:58:15, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8042, loss_cls: 1.7026, loss: 1.7026, grad_norm: 7.0825 2020-08-16 09:28:31,054 - mmaction - INFO - Epoch [31][60/2505] lr: 3.750e-03, eta: 1 day, 12:57:59, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8099, loss_cls: 1.6721, loss: 1.6721, grad_norm: 7.0180 2020-08-16 09:28:46,804 - mmaction - INFO - Epoch [31][80/2505] lr: 3.750e-03, eta: 1 day, 12:57:45, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8146, loss_cls: 1.7023, loss: 1.7023, grad_norm: 7.3360 2020-08-16 09:29:02,067 - mmaction - INFO - Epoch [31][100/2505] lr: 3.750e-03, eta: 1 day, 12:57:30, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8177, loss_cls: 1.6790, loss: 1.6790, grad_norm: 7.1049 2020-08-16 09:29:17,777 - mmaction - INFO - Epoch [31][120/2505] lr: 3.750e-03, eta: 1 day, 12:57:16, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8245, loss_cls: 1.6714, loss: 1.6714, grad_norm: 7.2790 2020-08-16 09:29:33,639 - mmaction - INFO - Epoch [31][140/2505] lr: 3.750e-03, eta: 1 day, 12:57:02, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8109, loss_cls: 1.6597, loss: 1.6597, grad_norm: 7.0822 2020-08-16 09:29:49,458 - mmaction - INFO - Epoch [31][160/2505] lr: 3.750e-03, eta: 1 day, 12:56:49, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8115, loss_cls: 1.6487, loss: 1.6487, grad_norm: 7.0669 2020-08-16 09:30:04,614 - mmaction - INFO - Epoch [31][180/2505] lr: 3.750e-03, eta: 1 day, 12:56:33, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8146, loss_cls: 1.6693, loss: 1.6693, grad_norm: 7.0662 2020-08-16 09:30:21,199 - mmaction - INFO - Epoch [31][200/2505] lr: 3.750e-03, eta: 1 day, 12:56:21, time: 0.829, data_time: 0.002, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8151, loss_cls: 1.6800, loss: 1.6800, grad_norm: 7.1162 2020-08-16 09:30:35,726 - mmaction - INFO - Epoch [31][220/2505] lr: 3.750e-03, eta: 1 day, 12:56:05, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8021, loss_cls: 1.7028, loss: 1.7028, grad_norm: 7.2267 2020-08-16 09:30:51,139 - mmaction - INFO - Epoch [31][240/2505] lr: 3.750e-03, eta: 1 day, 12:55:50, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8276, loss_cls: 1.6134, loss: 1.6134, grad_norm: 7.0794 2020-08-16 09:31:07,356 - mmaction - INFO - Epoch [31][260/2505] lr: 3.750e-03, eta: 1 day, 12:55:37, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8109, loss_cls: 1.6629, loss: 1.6629, grad_norm: 7.0775 2020-08-16 09:31:22,237 - mmaction - INFO - Epoch [31][280/2505] lr: 3.750e-03, eta: 1 day, 12:55:21, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8354, loss_cls: 1.6400, loss: 1.6400, grad_norm: 7.4046 2020-08-16 09:31:37,734 - mmaction - INFO - Epoch [31][300/2505] lr: 3.750e-03, eta: 1 day, 12:55:07, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8151, loss_cls: 1.6714, loss: 1.6714, grad_norm: 7.4344 2020-08-16 09:31:53,623 - mmaction - INFO - Epoch [31][320/2505] lr: 3.750e-03, eta: 1 day, 12:54:53, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8036, loss_cls: 1.6971, loss: 1.6971, grad_norm: 7.2946 2020-08-16 09:32:09,280 - mmaction - INFO - Epoch [31][340/2505] lr: 3.750e-03, eta: 1 day, 12:54:39, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8078, loss_cls: 1.6972, loss: 1.6972, grad_norm: 7.3857 2020-08-16 09:32:25,163 - mmaction - INFO - Epoch [31][360/2505] lr: 3.750e-03, eta: 1 day, 12:54:26, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8109, loss_cls: 1.6861, loss: 1.6861, grad_norm: 7.3436 2020-08-16 09:32:39,859 - mmaction - INFO - Epoch [31][380/2505] lr: 3.750e-03, eta: 1 day, 12:54:09, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8042, loss_cls: 1.7514, loss: 1.7514, grad_norm: 7.2246 2020-08-16 09:32:56,896 - mmaction - INFO - Epoch [31][400/2505] lr: 3.750e-03, eta: 1 day, 12:53:58, time: 0.850, data_time: 0.006, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7295, loss: 1.7295, grad_norm: 7.3851 2020-08-16 09:33:11,373 - mmaction - INFO - Epoch [31][420/2505] lr: 3.750e-03, eta: 1 day, 12:53:42, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8271, loss_cls: 1.6393, loss: 1.6393, grad_norm: 7.1591 2020-08-16 09:33:27,368 - mmaction - INFO - Epoch [31][440/2505] lr: 3.750e-03, eta: 1 day, 12:53:28, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8031, loss_cls: 1.7301, loss: 1.7301, grad_norm: 7.4693 2020-08-16 09:33:42,695 - mmaction - INFO - Epoch [31][460/2505] lr: 3.750e-03, eta: 1 day, 12:53:13, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8172, loss_cls: 1.6679, loss: 1.6679, grad_norm: 7.2312 2020-08-16 09:33:58,288 - mmaction - INFO - Epoch [31][480/2505] lr: 3.750e-03, eta: 1 day, 12:52:59, time: 0.780, data_time: 0.003, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8214, loss_cls: 1.6383, loss: 1.6383, grad_norm: 7.3469 2020-08-16 09:34:13,844 - mmaction - INFO - Epoch [31][500/2505] lr: 3.750e-03, eta: 1 day, 12:52:45, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8135, loss_cls: 1.6804, loss: 1.6804, grad_norm: 7.3985 2020-08-16 09:34:30,578 - mmaction - INFO - Epoch [31][520/2505] lr: 3.750e-03, eta: 1 day, 12:52:33, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8099, loss_cls: 1.6522, loss: 1.6522, grad_norm: 7.3479 2020-08-16 09:34:45,512 - mmaction - INFO - Epoch [31][540/2505] lr: 3.750e-03, eta: 1 day, 12:52:17, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7217, loss: 1.7217, grad_norm: 7.3680 2020-08-16 09:35:00,950 - mmaction - INFO - Epoch [31][560/2505] lr: 3.750e-03, eta: 1 day, 12:52:03, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8099, loss_cls: 1.7521, loss: 1.7521, grad_norm: 7.3514 2020-08-16 09:35:16,156 - mmaction - INFO - Epoch [31][580/2505] lr: 3.750e-03, eta: 1 day, 12:51:48, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.7007, loss: 1.7007, grad_norm: 7.4215 2020-08-16 09:35:31,653 - mmaction - INFO - Epoch [31][600/2505] lr: 3.750e-03, eta: 1 day, 12:51:33, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8026, loss_cls: 1.7305, loss: 1.7305, grad_norm: 7.5094 2020-08-16 09:35:47,092 - mmaction - INFO - Epoch [31][620/2505] lr: 3.750e-03, eta: 1 day, 12:51:19, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8224, loss_cls: 1.6492, loss: 1.6492, grad_norm: 7.3271 2020-08-16 09:36:03,159 - mmaction - INFO - Epoch [31][640/2505] lr: 3.750e-03, eta: 1 day, 12:51:05, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8125, loss_cls: 1.6598, loss: 1.6598, grad_norm: 7.1685 2020-08-16 09:36:18,697 - mmaction - INFO - Epoch [31][660/2505] lr: 3.750e-03, eta: 1 day, 12:50:51, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6247, loss: 1.6247, grad_norm: 7.3303 2020-08-16 09:36:33,441 - mmaction - INFO - Epoch [31][680/2505] lr: 3.750e-03, eta: 1 day, 12:50:35, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8104, loss_cls: 1.6520, loss: 1.6520, grad_norm: 7.1587 2020-08-16 09:36:50,386 - mmaction - INFO - Epoch [31][700/2505] lr: 3.750e-03, eta: 1 day, 12:50:24, time: 0.846, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8172, loss_cls: 1.6783, loss: 1.6783, grad_norm: 7.4054 2020-08-16 09:37:05,004 - mmaction - INFO - Epoch [31][720/2505] lr: 3.750e-03, eta: 1 day, 12:50:07, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5714, top5_acc: 0.7953, loss_cls: 1.7845, loss: 1.7845, grad_norm: 7.4135 2020-08-16 09:37:20,888 - mmaction - INFO - Epoch [31][740/2505] lr: 3.750e-03, eta: 1 day, 12:49:54, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8161, loss_cls: 1.6891, loss: 1.6891, grad_norm: 7.4069 2020-08-16 09:37:36,676 - mmaction - INFO - Epoch [31][760/2505] lr: 3.750e-03, eta: 1 day, 12:49:40, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8135, loss_cls: 1.6574, loss: 1.6574, grad_norm: 7.3397 2020-08-16 09:37:52,039 - mmaction - INFO - Epoch [31][780/2505] lr: 3.750e-03, eta: 1 day, 12:49:25, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8167, loss_cls: 1.7570, loss: 1.7570, grad_norm: 7.4162 2020-08-16 09:38:07,600 - mmaction - INFO - Epoch [31][800/2505] lr: 3.750e-03, eta: 1 day, 12:49:11, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8151, loss_cls: 1.7043, loss: 1.7043, grad_norm: 7.2959 2020-08-16 09:38:22,968 - mmaction - INFO - Epoch [31][820/2505] lr: 3.750e-03, eta: 1 day, 12:48:56, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8146, loss_cls: 1.7124, loss: 1.7124, grad_norm: 7.3774 2020-08-16 09:38:39,493 - mmaction - INFO - Epoch [31][840/2505] lr: 3.750e-03, eta: 1 day, 12:48:44, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8193, loss_cls: 1.6346, loss: 1.6346, grad_norm: 7.3904 2020-08-16 09:38:55,439 - mmaction - INFO - Epoch [31][860/2505] lr: 3.750e-03, eta: 1 day, 12:48:30, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8151, loss_cls: 1.6575, loss: 1.6575, grad_norm: 7.2958 2020-08-16 09:39:11,080 - mmaction - INFO - Epoch [31][880/2505] lr: 3.750e-03, eta: 1 day, 12:48:16, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8292, loss_cls: 1.6015, loss: 1.6015, grad_norm: 7.2207 2020-08-16 09:39:27,372 - mmaction - INFO - Epoch [31][900/2505] lr: 3.750e-03, eta: 1 day, 12:48:04, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8229, loss_cls: 1.6502, loss: 1.6502, grad_norm: 7.2871 2020-08-16 09:39:42,311 - mmaction - INFO - Epoch [31][920/2505] lr: 3.750e-03, eta: 1 day, 12:47:48, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8057, loss_cls: 1.7031, loss: 1.7031, grad_norm: 7.2194 2020-08-16 09:39:57,452 - mmaction - INFO - Epoch [31][940/2505] lr: 3.750e-03, eta: 1 day, 12:47:32, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8109, loss_cls: 1.7428, loss: 1.7428, grad_norm: 7.4897 2020-08-16 09:40:12,882 - mmaction - INFO - Epoch [31][960/2505] lr: 3.750e-03, eta: 1 day, 12:47:18, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8120, loss_cls: 1.7039, loss: 1.7039, grad_norm: 7.3246 2020-08-16 09:40:28,783 - mmaction - INFO - Epoch [31][980/2505] lr: 3.750e-03, eta: 1 day, 12:47:04, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8000, loss_cls: 1.7221, loss: 1.7221, grad_norm: 7.3071 2020-08-16 09:40:44,660 - mmaction - INFO - Epoch [31][1000/2505] lr: 3.750e-03, eta: 1 day, 12:46:51, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8104, loss_cls: 1.6816, loss: 1.6816, grad_norm: 7.0473 2020-08-16 09:41:00,451 - mmaction - INFO - Epoch [31][1020/2505] lr: 3.750e-03, eta: 1 day, 12:46:37, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8177, loss_cls: 1.6427, loss: 1.6427, grad_norm: 7.2764 2020-08-16 09:41:15,890 - mmaction - INFO - Epoch [31][1040/2505] lr: 3.750e-03, eta: 1 day, 12:46:22, time: 0.772, data_time: 0.003, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8135, loss_cls: 1.6921, loss: 1.6921, grad_norm: 7.3781 2020-08-16 09:41:31,323 - mmaction - INFO - Epoch [31][1060/2505] lr: 3.750e-03, eta: 1 day, 12:46:08, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.7011, loss: 1.7011, grad_norm: 7.4120 2020-08-16 09:41:46,735 - mmaction - INFO - Epoch [31][1080/2505] lr: 3.750e-03, eta: 1 day, 12:45:53, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8193, loss_cls: 1.6764, loss: 1.6764, grad_norm: 7.1071 2020-08-16 09:42:02,965 - mmaction - INFO - Epoch [31][1100/2505] lr: 3.750e-03, eta: 1 day, 12:45:40, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8068, loss_cls: 1.7400, loss: 1.7400, grad_norm: 7.3528 2020-08-16 09:42:18,197 - mmaction - INFO - Epoch [31][1120/2505] lr: 3.750e-03, eta: 1 day, 12:45:25, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8073, loss_cls: 1.7168, loss: 1.7168, grad_norm: 7.4546 2020-08-16 09:42:33,050 - mmaction - INFO - Epoch [31][1140/2505] lr: 3.750e-03, eta: 1 day, 12:45:09, time: 0.740, data_time: 0.008, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8302, loss_cls: 1.6617, loss: 1.6617, grad_norm: 7.3532 2020-08-16 09:42:49,486 - mmaction - INFO - Epoch [31][1160/2505] lr: 3.750e-03, eta: 1 day, 12:44:57, time: 0.825, data_time: 0.007, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8193, loss_cls: 1.7010, loss: 1.7010, grad_norm: 7.3586 2020-08-16 09:43:04,073 - mmaction - INFO - Epoch [31][1180/2505] lr: 3.750e-03, eta: 1 day, 12:44:40, time: 0.730, data_time: 0.003, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8021, loss_cls: 1.7737, loss: 1.7737, grad_norm: 7.6010 2020-08-16 09:43:19,909 - mmaction - INFO - Epoch [31][1200/2505] lr: 3.750e-03, eta: 1 day, 12:44:26, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8115, loss_cls: 1.6581, loss: 1.6581, grad_norm: 7.2143 2020-08-16 09:43:34,912 - mmaction - INFO - Epoch [31][1220/2505] lr: 3.750e-03, eta: 1 day, 12:44:11, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8214, loss_cls: 1.6918, loss: 1.6918, grad_norm: 7.4289 2020-08-16 09:43:50,105 - mmaction - INFO - Epoch [31][1240/2505] lr: 3.750e-03, eta: 1 day, 12:43:56, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8172, loss_cls: 1.6508, loss: 1.6508, grad_norm: 7.1680 2020-08-16 09:44:05,967 - mmaction - INFO - Epoch [31][1260/2505] lr: 3.750e-03, eta: 1 day, 12:43:42, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8120, loss_cls: 1.7105, loss: 1.7105, grad_norm: 7.3195 2020-08-16 09:44:21,287 - mmaction - INFO - Epoch [31][1280/2505] lr: 3.750e-03, eta: 1 day, 12:43:27, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8328, loss_cls: 1.6676, loss: 1.6676, grad_norm: 7.1337 2020-08-16 09:44:36,478 - mmaction - INFO - Epoch [31][1300/2505] lr: 3.750e-03, eta: 1 day, 12:43:12, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8130, loss_cls: 1.7189, loss: 1.7189, grad_norm: 7.4053 2020-08-16 09:44:52,022 - mmaction - INFO - Epoch [31][1320/2505] lr: 3.750e-03, eta: 1 day, 12:42:57, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8307, loss_cls: 1.6441, loss: 1.6441, grad_norm: 7.2906 2020-08-16 09:45:07,208 - mmaction - INFO - Epoch [31][1340/2505] lr: 3.750e-03, eta: 1 day, 12:42:42, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8177, loss_cls: 1.6556, loss: 1.6556, grad_norm: 7.3490 2020-08-16 09:45:22,475 - mmaction - INFO - Epoch [31][1360/2505] lr: 3.750e-03, eta: 1 day, 12:42:27, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8182, loss_cls: 1.6476, loss: 1.6476, grad_norm: 7.2760 2020-08-16 09:45:37,530 - mmaction - INFO - Epoch [31][1380/2505] lr: 3.750e-03, eta: 1 day, 12:42:12, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5792, top5_acc: 0.8068, loss_cls: 1.7144, loss: 1.7144, grad_norm: 7.5416 2020-08-16 09:45:53,526 - mmaction - INFO - Epoch [31][1400/2505] lr: 3.750e-03, eta: 1 day, 12:41:58, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8198, loss_cls: 1.6266, loss: 1.6266, grad_norm: 7.2828 2020-08-16 09:46:08,054 - mmaction - INFO - Epoch [31][1420/2505] lr: 3.750e-03, eta: 1 day, 12:41:42, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8109, loss_cls: 1.6860, loss: 1.6860, grad_norm: 7.1981 2020-08-16 09:46:23,094 - mmaction - INFO - Epoch [31][1440/2505] lr: 3.750e-03, eta: 1 day, 12:41:26, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8125, loss_cls: 1.7183, loss: 1.7183, grad_norm: 7.4036 2020-08-16 09:46:38,174 - mmaction - INFO - Epoch [31][1460/2505] lr: 3.750e-03, eta: 1 day, 12:41:11, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8083, loss_cls: 1.7080, loss: 1.7080, grad_norm: 7.4012 2020-08-16 09:46:54,010 - mmaction - INFO - Epoch [31][1480/2505] lr: 3.750e-03, eta: 1 day, 12:40:57, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8083, loss_cls: 1.7338, loss: 1.7338, grad_norm: 7.4511 2020-08-16 09:47:08,653 - mmaction - INFO - Epoch [31][1500/2505] lr: 3.750e-03, eta: 1 day, 12:40:41, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5776, top5_acc: 0.8031, loss_cls: 1.7783, loss: 1.7783, grad_norm: 7.5903 2020-08-16 09:47:23,646 - mmaction - INFO - Epoch [31][1520/2505] lr: 3.750e-03, eta: 1 day, 12:40:25, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8229, loss_cls: 1.6420, loss: 1.6420, grad_norm: 7.2060 2020-08-16 09:47:39,770 - mmaction - INFO - Epoch [31][1540/2505] lr: 3.750e-03, eta: 1 day, 12:40:12, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8198, loss_cls: 1.6287, loss: 1.6287, grad_norm: 6.9676 2020-08-16 09:47:54,039 - mmaction - INFO - Epoch [31][1560/2505] lr: 3.750e-03, eta: 1 day, 12:39:55, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8214, loss_cls: 1.6651, loss: 1.6651, grad_norm: 7.2616 2020-08-16 09:48:09,160 - mmaction - INFO - Epoch [31][1580/2505] lr: 3.750e-03, eta: 1 day, 12:39:39, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8052, loss_cls: 1.7307, loss: 1.7307, grad_norm: 7.3978 2020-08-16 09:48:25,084 - mmaction - INFO - Epoch [31][1600/2505] lr: 3.750e-03, eta: 1 day, 12:39:26, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8224, loss_cls: 1.6454, loss: 1.6454, grad_norm: 7.2174 2020-08-16 09:48:39,912 - mmaction - INFO - Epoch [31][1620/2505] lr: 3.750e-03, eta: 1 day, 12:39:10, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8036, loss_cls: 1.7212, loss: 1.7212, grad_norm: 7.2479 2020-08-16 09:48:55,128 - mmaction - INFO - Epoch [31][1640/2505] lr: 3.750e-03, eta: 1 day, 12:38:55, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8198, loss_cls: 1.6597, loss: 1.6597, grad_norm: 7.1970 2020-08-16 09:49:10,080 - mmaction - INFO - Epoch [31][1660/2505] lr: 3.750e-03, eta: 1 day, 12:38:39, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8052, loss_cls: 1.6942, loss: 1.6942, grad_norm: 7.3426 2020-08-16 09:49:25,268 - mmaction - INFO - Epoch [31][1680/2505] lr: 3.750e-03, eta: 1 day, 12:38:24, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8063, loss_cls: 1.7099, loss: 1.7099, grad_norm: 7.2296 2020-08-16 09:49:41,891 - mmaction - INFO - Epoch [31][1700/2505] lr: 3.750e-03, eta: 1 day, 12:38:12, time: 0.829, data_time: 0.004, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8120, loss_cls: 1.7177, loss: 1.7177, grad_norm: 7.3935 2020-08-16 09:49:57,028 - mmaction - INFO - Epoch [31][1720/2505] lr: 3.750e-03, eta: 1 day, 12:37:56, time: 0.756, data_time: 0.008, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8094, loss_cls: 1.7352, loss: 1.7352, grad_norm: 7.3974 2020-08-16 09:50:11,941 - mmaction - INFO - Epoch [31][1740/2505] lr: 3.750e-03, eta: 1 day, 12:37:41, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8198, loss_cls: 1.6832, loss: 1.6832, grad_norm: 7.2965 2020-08-16 09:50:26,752 - mmaction - INFO - Epoch [31][1760/2505] lr: 3.750e-03, eta: 1 day, 12:37:25, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8208, loss_cls: 1.6609, loss: 1.6609, grad_norm: 7.2695 2020-08-16 09:50:41,630 - mmaction - INFO - Epoch [31][1780/2505] lr: 3.750e-03, eta: 1 day, 12:37:09, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8083, loss_cls: 1.7269, loss: 1.7269, grad_norm: 7.3715 2020-08-16 09:50:57,719 - mmaction - INFO - Epoch [31][1800/2505] lr: 3.750e-03, eta: 1 day, 12:36:56, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6748, loss: 1.6748, grad_norm: 7.0802 2020-08-16 09:51:12,028 - mmaction - INFO - Epoch [31][1820/2505] lr: 3.750e-03, eta: 1 day, 12:36:38, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8161, loss_cls: 1.7370, loss: 1.7370, grad_norm: 7.3558 2020-08-16 09:51:26,963 - mmaction - INFO - Epoch [31][1840/2505] lr: 3.750e-03, eta: 1 day, 12:36:23, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8068, loss_cls: 1.7614, loss: 1.7614, grad_norm: 7.3859 2020-08-16 09:51:42,599 - mmaction - INFO - Epoch [31][1860/2505] lr: 3.750e-03, eta: 1 day, 12:36:08, time: 0.783, data_time: 0.008, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8250, loss_cls: 1.6308, loss: 1.6308, grad_norm: 7.2471 2020-08-16 09:51:58,995 - mmaction - INFO - Epoch [31][1880/2505] lr: 3.750e-03, eta: 1 day, 12:35:56, time: 0.818, data_time: 0.003, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8151, loss_cls: 1.6619, loss: 1.6619, grad_norm: 7.1652 2020-08-16 09:52:13,009 - mmaction - INFO - Epoch [31][1900/2505] lr: 3.750e-03, eta: 1 day, 12:35:38, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8182, loss_cls: 1.7294, loss: 1.7294, grad_norm: 7.3971 2020-08-16 09:52:28,252 - mmaction - INFO - Epoch [31][1920/2505] lr: 3.750e-03, eta: 1 day, 12:35:23, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8115, loss_cls: 1.6815, loss: 1.6815, grad_norm: 7.2567 2020-08-16 09:52:44,529 - mmaction - INFO - Epoch [31][1940/2505] lr: 3.750e-03, eta: 1 day, 12:35:10, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.7964, loss_cls: 1.7654, loss: 1.7654, grad_norm: 7.4277 2020-08-16 09:52:59,011 - mmaction - INFO - Epoch [31][1960/2505] lr: 3.750e-03, eta: 1 day, 12:34:53, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.7958, loss_cls: 1.7308, loss: 1.7308, grad_norm: 7.4924 2020-08-16 09:53:14,527 - mmaction - INFO - Epoch [31][1980/2505] lr: 3.750e-03, eta: 1 day, 12:34:39, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8125, loss_cls: 1.6902, loss: 1.6902, grad_norm: 7.3742 2020-08-16 09:53:28,796 - mmaction - INFO - Epoch [31][2000/2505] lr: 3.750e-03, eta: 1 day, 12:34:22, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8135, loss_cls: 1.7325, loss: 1.7325, grad_norm: 7.4322 2020-08-16 09:53:43,999 - mmaction - INFO - Epoch [31][2020/2505] lr: 3.750e-03, eta: 1 day, 12:34:07, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8161, loss_cls: 1.6464, loss: 1.6464, grad_norm: 7.1650 2020-08-16 09:53:58,932 - mmaction - INFO - Epoch [31][2040/2505] lr: 3.750e-03, eta: 1 day, 12:33:51, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7302, loss: 1.7302, grad_norm: 7.1678 2020-08-16 09:54:15,251 - mmaction - INFO - Epoch [31][2060/2505] lr: 3.750e-03, eta: 1 day, 12:33:38, time: 0.816, data_time: 0.004, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8073, loss_cls: 1.7200, loss: 1.7200, grad_norm: 7.3681 2020-08-16 09:54:29,128 - mmaction - INFO - Epoch [31][2080/2505] lr: 3.750e-03, eta: 1 day, 12:33:20, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8193, loss_cls: 1.7253, loss: 1.7253, grad_norm: 7.2581 2020-08-16 09:54:43,791 - mmaction - INFO - Epoch [31][2100/2505] lr: 3.750e-03, eta: 1 day, 12:33:04, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5760, top5_acc: 0.8104, loss_cls: 1.7531, loss: 1.7531, grad_norm: 7.5061 2020-08-16 09:54:59,138 - mmaction - INFO - Epoch [31][2120/2505] lr: 3.750e-03, eta: 1 day, 12:32:49, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8089, loss_cls: 1.6825, loss: 1.6825, grad_norm: 7.1072 2020-08-16 09:55:14,281 - mmaction - INFO - Epoch [31][2140/2505] lr: 3.750e-03, eta: 1 day, 12:32:34, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8099, loss_cls: 1.6898, loss: 1.6898, grad_norm: 7.2446 2020-08-16 09:55:30,406 - mmaction - INFO - Epoch [31][2160/2505] lr: 3.750e-03, eta: 1 day, 12:32:20, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8135, loss_cls: 1.6484, loss: 1.6484, grad_norm: 7.3416 2020-08-16 09:55:44,973 - mmaction - INFO - Epoch [31][2180/2505] lr: 3.750e-03, eta: 1 day, 12:32:04, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7932, loss_cls: 1.8014, loss: 1.8014, grad_norm: 7.4852 2020-08-16 09:56:00,668 - mmaction - INFO - Epoch [31][2200/2505] lr: 3.750e-03, eta: 1 day, 12:31:50, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8089, loss_cls: 1.6722, loss: 1.6722, grad_norm: 7.1261 2020-08-16 09:56:15,783 - mmaction - INFO - Epoch [31][2220/2505] lr: 3.750e-03, eta: 1 day, 12:31:34, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8250, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.2751 2020-08-16 09:56:30,735 - mmaction - INFO - Epoch [31][2240/2505] lr: 3.750e-03, eta: 1 day, 12:31:19, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8115, loss_cls: 1.6946, loss: 1.6946, grad_norm: 7.1195 2020-08-16 09:56:46,528 - mmaction - INFO - Epoch [31][2260/2505] lr: 3.750e-03, eta: 1 day, 12:31:05, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.7943, loss_cls: 1.8012, loss: 1.8012, grad_norm: 7.4829 2020-08-16 09:57:01,609 - mmaction - INFO - Epoch [31][2280/2505] lr: 3.750e-03, eta: 1 day, 12:30:49, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8156, loss_cls: 1.6814, loss: 1.6814, grad_norm: 7.1674 2020-08-16 09:57:16,472 - mmaction - INFO - Epoch [31][2300/2505] lr: 3.750e-03, eta: 1 day, 12:30:33, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8146, loss_cls: 1.6899, loss: 1.6899, grad_norm: 7.5134 2020-08-16 09:57:30,935 - mmaction - INFO - Epoch [31][2320/2505] lr: 3.750e-03, eta: 1 day, 12:30:17, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8047, loss_cls: 1.7611, loss: 1.7611, grad_norm: 7.5001 2020-08-16 09:57:46,388 - mmaction - INFO - Epoch [31][2340/2505] lr: 3.750e-03, eta: 1 day, 12:30:02, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6663, loss: 1.6663, grad_norm: 7.2213 2020-08-16 09:58:01,178 - mmaction - INFO - Epoch [31][2360/2505] lr: 3.750e-03, eta: 1 day, 12:29:46, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7917, loss_cls: 1.7930, loss: 1.7930, grad_norm: 7.3514 2020-08-16 09:58:16,162 - mmaction - INFO - Epoch [31][2380/2505] lr: 3.750e-03, eta: 1 day, 12:29:30, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8266, loss_cls: 1.6188, loss: 1.6188, grad_norm: 7.2460 2020-08-16 09:58:32,876 - mmaction - INFO - Epoch [31][2400/2505] lr: 3.750e-03, eta: 1 day, 12:29:19, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8089, loss_cls: 1.7268, loss: 1.7268, grad_norm: 7.1909 2020-08-16 09:58:47,356 - mmaction - INFO - Epoch [31][2420/2505] lr: 3.750e-03, eta: 1 day, 12:29:02, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8005, loss_cls: 1.7259, loss: 1.7259, grad_norm: 7.3666 2020-08-16 09:59:01,834 - mmaction - INFO - Epoch [31][2440/2505] lr: 3.750e-03, eta: 1 day, 12:28:45, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8141, loss_cls: 1.6791, loss: 1.6791, grad_norm: 7.4014 2020-08-16 09:59:19,531 - mmaction - INFO - Epoch [31][2460/2505] lr: 3.750e-03, eta: 1 day, 12:28:35, time: 0.883, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8094, loss_cls: 1.6969, loss: 1.6969, grad_norm: 7.2168 2020-08-16 09:59:34,106 - mmaction - INFO - Epoch [31][2480/2505] lr: 3.750e-03, eta: 1 day, 12:28:19, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8172, loss_cls: 1.6736, loss: 1.6736, grad_norm: 7.1980 2020-08-16 09:59:48,651 - mmaction - INFO - Epoch [31][2500/2505] lr: 3.750e-03, eta: 1 day, 12:28:02, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8224, loss_cls: 1.6848, loss: 1.6848, grad_norm: 7.3999 2020-08-16 09:59:52,303 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-08-16 10:00:15,570 - mmaction - INFO - Epoch [32][20/2505] lr: 3.750e-03, eta: 1 day, 12:27:51, time: 1.133, data_time: 0.409, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8224, loss_cls: 1.6750, loss: 1.6750, grad_norm: 7.1641 2020-08-16 10:00:28,971 - mmaction - INFO - Epoch [32][40/2505] lr: 3.750e-03, eta: 1 day, 12:27:33, time: 0.681, data_time: 0.022, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8229, loss_cls: 1.6621, loss: 1.6621, grad_norm: 7.3842 2020-08-16 10:00:44,400 - mmaction - INFO - Epoch [32][60/2505] lr: 3.750e-03, eta: 1 day, 12:27:18, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8115, loss_cls: 1.6967, loss: 1.6967, grad_norm: 7.3348 2020-08-16 10:00:59,255 - mmaction - INFO - Epoch [32][80/2505] lr: 3.750e-03, eta: 1 day, 12:27:02, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8094, loss_cls: 1.6893, loss: 1.6893, grad_norm: 7.1324 2020-08-16 10:01:14,515 - mmaction - INFO - Epoch [32][100/2505] lr: 3.750e-03, eta: 1 day, 12:26:47, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8156, loss_cls: 1.6807, loss: 1.6807, grad_norm: 7.0730 2020-08-16 10:01:29,976 - mmaction - INFO - Epoch [32][120/2505] lr: 3.750e-03, eta: 1 day, 12:26:32, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8266, loss_cls: 1.6360, loss: 1.6360, grad_norm: 7.1857 2020-08-16 10:01:45,150 - mmaction - INFO - Epoch [32][140/2505] lr: 3.750e-03, eta: 1 day, 12:26:17, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8260, loss_cls: 1.6320, loss: 1.6320, grad_norm: 7.0438 2020-08-16 10:02:00,009 - mmaction - INFO - Epoch [32][160/2505] lr: 3.750e-03, eta: 1 day, 12:26:01, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8063, loss_cls: 1.7210, loss: 1.7210, grad_norm: 7.1117 2020-08-16 10:02:16,151 - mmaction - INFO - Epoch [32][180/2505] lr: 3.750e-03, eta: 1 day, 12:25:48, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8161, loss_cls: 1.6396, loss: 1.6396, grad_norm: 7.0644 2020-08-16 10:02:30,836 - mmaction - INFO - Epoch [32][200/2505] lr: 3.750e-03, eta: 1 day, 12:25:32, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8094, loss_cls: 1.7121, loss: 1.7121, grad_norm: 7.1279 2020-08-16 10:02:45,736 - mmaction - INFO - Epoch [32][220/2505] lr: 3.750e-03, eta: 1 day, 12:25:16, time: 0.745, data_time: 0.002, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8146, loss_cls: 1.6956, loss: 1.6956, grad_norm: 7.3221 2020-08-16 10:03:00,652 - mmaction - INFO - Epoch [32][240/2505] lr: 3.750e-03, eta: 1 day, 12:25:00, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8193, loss_cls: 1.6543, loss: 1.6543, grad_norm: 7.1266 2020-08-16 10:03:15,724 - mmaction - INFO - Epoch [32][260/2505] lr: 3.750e-03, eta: 1 day, 12:24:45, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.5711, loss: 1.5711, grad_norm: 7.0139 2020-08-16 10:03:31,968 - mmaction - INFO - Epoch [32][280/2505] lr: 3.750e-03, eta: 1 day, 12:24:32, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8005, loss_cls: 1.7058, loss: 1.7058, grad_norm: 7.3793 2020-08-16 10:03:46,265 - mmaction - INFO - Epoch [32][300/2505] lr: 3.750e-03, eta: 1 day, 12:24:15, time: 0.718, data_time: 0.009, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8198, loss_cls: 1.6460, loss: 1.6460, grad_norm: 7.2049 2020-08-16 10:04:01,489 - mmaction - INFO - Epoch [32][320/2505] lr: 3.750e-03, eta: 1 day, 12:24:00, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8214, loss_cls: 1.6310, loss: 1.6310, grad_norm: 7.1571 2020-08-16 10:04:17,199 - mmaction - INFO - Epoch [32][340/2505] lr: 3.750e-03, eta: 1 day, 12:23:45, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8323, loss_cls: 1.6225, loss: 1.6225, grad_norm: 7.2169 2020-08-16 10:04:31,948 - mmaction - INFO - Epoch [32][360/2505] lr: 3.750e-03, eta: 1 day, 12:23:29, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8214, loss_cls: 1.6515, loss: 1.6515, grad_norm: 7.1034 2020-08-16 10:04:46,792 - mmaction - INFO - Epoch [32][380/2505] lr: 3.750e-03, eta: 1 day, 12:23:13, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.8125, loss_cls: 1.6989, loss: 1.6989, grad_norm: 7.4975 2020-08-16 10:05:02,126 - mmaction - INFO - Epoch [32][400/2505] lr: 3.750e-03, eta: 1 day, 12:22:58, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8245, loss_cls: 1.6299, loss: 1.6299, grad_norm: 7.2063 2020-08-16 10:05:17,041 - mmaction - INFO - Epoch [32][420/2505] lr: 3.750e-03, eta: 1 day, 12:22:43, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7236, loss: 1.7236, grad_norm: 7.4788 2020-08-16 10:05:32,846 - mmaction - INFO - Epoch [32][440/2505] lr: 3.750e-03, eta: 1 day, 12:22:29, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8042, loss_cls: 1.7197, loss: 1.7197, grad_norm: 7.5127 2020-08-16 10:05:48,565 - mmaction - INFO - Epoch [32][460/2505] lr: 3.750e-03, eta: 1 day, 12:22:15, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8172, loss_cls: 1.6897, loss: 1.6897, grad_norm: 7.3491 2020-08-16 10:06:04,207 - mmaction - INFO - Epoch [32][480/2505] lr: 3.750e-03, eta: 1 day, 12:22:01, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8182, loss_cls: 1.6716, loss: 1.6716, grad_norm: 7.4290 2020-08-16 10:06:19,184 - mmaction - INFO - Epoch [32][500/2505] lr: 3.750e-03, eta: 1 day, 12:21:45, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6038, loss: 1.6038, grad_norm: 7.3165 2020-08-16 10:06:34,443 - mmaction - INFO - Epoch [32][520/2505] lr: 3.750e-03, eta: 1 day, 12:21:30, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8318, loss_cls: 1.6082, loss: 1.6082, grad_norm: 7.3354 2020-08-16 10:06:49,729 - mmaction - INFO - Epoch [32][540/2505] lr: 3.750e-03, eta: 1 day, 12:21:15, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8057, loss_cls: 1.6962, loss: 1.6962, grad_norm: 7.1639 2020-08-16 10:07:05,187 - mmaction - INFO - Epoch [32][560/2505] lr: 3.750e-03, eta: 1 day, 12:21:00, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8182, loss_cls: 1.6626, loss: 1.6626, grad_norm: 7.1966 2020-08-16 10:07:20,136 - mmaction - INFO - Epoch [32][580/2505] lr: 3.750e-03, eta: 1 day, 12:20:45, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8188, loss_cls: 1.6684, loss: 1.6684, grad_norm: 7.2409 2020-08-16 10:07:35,486 - mmaction - INFO - Epoch [32][600/2505] lr: 3.750e-03, eta: 1 day, 12:20:30, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8271, loss_cls: 1.5896, loss: 1.5896, grad_norm: 7.0966 2020-08-16 10:07:52,088 - mmaction - INFO - Epoch [32][620/2505] lr: 3.750e-03, eta: 1 day, 12:20:18, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8271, loss_cls: 1.6323, loss: 1.6323, grad_norm: 7.2843 2020-08-16 10:08:06,446 - mmaction - INFO - Epoch [32][640/2505] lr: 3.750e-03, eta: 1 day, 12:20:01, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8193, loss_cls: 1.6528, loss: 1.6528, grad_norm: 7.3236 2020-08-16 10:08:23,369 - mmaction - INFO - Epoch [32][660/2505] lr: 3.750e-03, eta: 1 day, 12:19:49, time: 0.848, data_time: 0.004, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8052, loss_cls: 1.6938, loss: 1.6938, grad_norm: 7.3616 2020-08-16 10:08:37,476 - mmaction - INFO - Epoch [32][680/2505] lr: 3.750e-03, eta: 1 day, 12:19:32, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8130, loss_cls: 1.6736, loss: 1.6736, grad_norm: 7.3069 2020-08-16 10:08:52,424 - mmaction - INFO - Epoch [32][700/2505] lr: 3.750e-03, eta: 1 day, 12:19:16, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8083, loss_cls: 1.6745, loss: 1.6745, grad_norm: 7.1297 2020-08-16 10:09:08,940 - mmaction - INFO - Epoch [32][720/2505] lr: 3.750e-03, eta: 1 day, 12:19:04, time: 0.824, data_time: 0.004, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8104, loss_cls: 1.6609, loss: 1.6609, grad_norm: 7.1966 2020-08-16 10:09:23,577 - mmaction - INFO - Epoch [32][740/2505] lr: 3.750e-03, eta: 1 day, 12:18:47, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6639, loss: 1.6639, grad_norm: 7.4265 2020-08-16 10:09:38,390 - mmaction - INFO - Epoch [32][760/2505] lr: 3.750e-03, eta: 1 day, 12:18:31, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7143, loss: 1.7143, grad_norm: 7.4192 2020-08-16 10:09:53,737 - mmaction - INFO - Epoch [32][780/2505] lr: 3.750e-03, eta: 1 day, 12:18:16, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8240, loss_cls: 1.6387, loss: 1.6387, grad_norm: 7.3468 2020-08-16 10:10:09,172 - mmaction - INFO - Epoch [32][800/2505] lr: 3.750e-03, eta: 1 day, 12:18:02, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8245, loss_cls: 1.6721, loss: 1.6721, grad_norm: 7.3199 2020-08-16 10:10:24,116 - mmaction - INFO - Epoch [32][820/2505] lr: 3.750e-03, eta: 1 day, 12:17:46, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8187, loss_cls: 1.6901, loss: 1.6901, grad_norm: 7.4322 2020-08-16 10:10:39,502 - mmaction - INFO - Epoch [32][840/2505] lr: 3.750e-03, eta: 1 day, 12:17:31, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8188, loss_cls: 1.6357, loss: 1.6357, grad_norm: 7.3587 2020-08-16 10:10:54,702 - mmaction - INFO - Epoch [32][860/2505] lr: 3.750e-03, eta: 1 day, 12:17:16, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8339, loss_cls: 1.6590, loss: 1.6590, grad_norm: 7.4865 2020-08-16 10:11:10,163 - mmaction - INFO - Epoch [32][880/2505] lr: 3.750e-03, eta: 1 day, 12:17:02, time: 0.773, data_time: 0.002, memory: 8343, top1_acc: 0.6000, top5_acc: 0.7948, loss_cls: 1.7136, loss: 1.7136, grad_norm: 7.4354 2020-08-16 10:11:24,940 - mmaction - INFO - Epoch [32][900/2505] lr: 3.750e-03, eta: 1 day, 12:16:45, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8208, loss_cls: 1.6769, loss: 1.6769, grad_norm: 7.3009 2020-08-16 10:11:40,238 - mmaction - INFO - Epoch [32][920/2505] lr: 3.750e-03, eta: 1 day, 12:16:30, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8089, loss_cls: 1.6858, loss: 1.6858, grad_norm: 7.4759 2020-08-16 10:11:56,712 - mmaction - INFO - Epoch [32][940/2505] lr: 3.750e-03, eta: 1 day, 12:16:18, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8068, loss_cls: 1.7640, loss: 1.7640, grad_norm: 7.5454 2020-08-16 10:12:11,147 - mmaction - INFO - Epoch [32][960/2505] lr: 3.750e-03, eta: 1 day, 12:16:01, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6846, loss: 1.6846, grad_norm: 7.4215 2020-08-16 10:12:26,609 - mmaction - INFO - Epoch [32][980/2505] lr: 3.750e-03, eta: 1 day, 12:15:46, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8208, loss_cls: 1.6847, loss: 1.6847, grad_norm: 7.6027 2020-08-16 10:12:42,222 - mmaction - INFO - Epoch [32][1000/2505] lr: 3.750e-03, eta: 1 day, 12:15:32, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8062, loss_cls: 1.7390, loss: 1.7390, grad_norm: 7.4551 2020-08-16 10:12:57,086 - mmaction - INFO - Epoch [32][1020/2505] lr: 3.750e-03, eta: 1 day, 12:15:16, time: 0.744, data_time: 0.003, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8156, loss_cls: 1.6861, loss: 1.6861, grad_norm: 7.5951 2020-08-16 10:13:12,552 - mmaction - INFO - Epoch [32][1040/2505] lr: 3.750e-03, eta: 1 day, 12:15:02, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8109, loss_cls: 1.6668, loss: 1.6668, grad_norm: 7.2204 2020-08-16 10:13:27,811 - mmaction - INFO - Epoch [32][1060/2505] lr: 3.750e-03, eta: 1 day, 12:14:47, time: 0.763, data_time: 0.008, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8120, loss_cls: 1.7149, loss: 1.7149, grad_norm: 7.4700 2020-08-16 10:13:42,885 - mmaction - INFO - Epoch [32][1080/2505] lr: 3.750e-03, eta: 1 day, 12:14:31, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6643, loss: 1.6643, grad_norm: 7.3806 2020-08-16 10:13:58,487 - mmaction - INFO - Epoch [32][1100/2505] lr: 3.750e-03, eta: 1 day, 12:14:17, time: 0.781, data_time: 0.002, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8104, loss_cls: 1.7019, loss: 1.7019, grad_norm: 7.3362 2020-08-16 10:14:13,590 - mmaction - INFO - Epoch [32][1120/2505] lr: 3.750e-03, eta: 1 day, 12:14:02, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8125, loss_cls: 1.7107, loss: 1.7107, grad_norm: 7.4886 2020-08-16 10:14:29,705 - mmaction - INFO - Epoch [32][1140/2505] lr: 3.750e-03, eta: 1 day, 12:13:49, time: 0.809, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8193, loss_cls: 1.6926, loss: 1.6926, grad_norm: 7.4594 2020-08-16 10:14:44,642 - mmaction - INFO - Epoch [32][1160/2505] lr: 3.750e-03, eta: 1 day, 12:13:33, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8068, loss_cls: 1.7502, loss: 1.7502, grad_norm: 7.4923 2020-08-16 10:14:59,748 - mmaction - INFO - Epoch [32][1180/2505] lr: 3.750e-03, eta: 1 day, 12:13:17, time: 0.755, data_time: 0.003, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7932, loss_cls: 1.8389, loss: 1.8389, grad_norm: 7.8005 2020-08-16 10:15:15,565 - mmaction - INFO - Epoch [32][1200/2505] lr: 3.750e-03, eta: 1 day, 12:13:03, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8130, loss_cls: 1.6925, loss: 1.6925, grad_norm: 7.3562 2020-08-16 10:15:30,392 - mmaction - INFO - Epoch [32][1220/2505] lr: 3.750e-03, eta: 1 day, 12:12:48, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8177, loss_cls: 1.7092, loss: 1.7092, grad_norm: 7.6228 2020-08-16 10:15:45,607 - mmaction - INFO - Epoch [32][1240/2505] lr: 3.750e-03, eta: 1 day, 12:12:32, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8224, loss_cls: 1.6661, loss: 1.6661, grad_norm: 7.1456 2020-08-16 10:16:01,307 - mmaction - INFO - Epoch [32][1260/2505] lr: 3.750e-03, eta: 1 day, 12:12:18, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8245, loss_cls: 1.6332, loss: 1.6332, grad_norm: 7.2425 2020-08-16 10:16:16,311 - mmaction - INFO - Epoch [32][1280/2505] lr: 3.750e-03, eta: 1 day, 12:12:03, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6366, loss: 1.6366, grad_norm: 7.1101 2020-08-16 10:16:31,527 - mmaction - INFO - Epoch [32][1300/2505] lr: 3.750e-03, eta: 1 day, 12:11:48, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8370, loss_cls: 1.5888, loss: 1.5888, grad_norm: 7.0731 2020-08-16 10:16:46,781 - mmaction - INFO - Epoch [32][1320/2505] lr: 3.750e-03, eta: 1 day, 12:11:33, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8240, loss_cls: 1.6669, loss: 1.6669, grad_norm: 7.1849 2020-08-16 10:17:02,041 - mmaction - INFO - Epoch [32][1340/2505] lr: 3.750e-03, eta: 1 day, 12:11:17, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8297, loss_cls: 1.6360, loss: 1.6360, grad_norm: 7.1887 2020-08-16 10:17:17,868 - mmaction - INFO - Epoch [32][1360/2505] lr: 3.750e-03, eta: 1 day, 12:11:04, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8172, loss_cls: 1.6141, loss: 1.6141, grad_norm: 7.1034 2020-08-16 10:17:33,279 - mmaction - INFO - Epoch [32][1380/2505] lr: 3.750e-03, eta: 1 day, 12:10:49, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6673, loss: 1.6673, grad_norm: 7.2208 2020-08-16 10:17:48,638 - mmaction - INFO - Epoch [32][1400/2505] lr: 3.750e-03, eta: 1 day, 12:10:34, time: 0.768, data_time: 0.002, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8026, loss_cls: 1.7543, loss: 1.7543, grad_norm: 7.2785 2020-08-16 10:18:03,715 - mmaction - INFO - Epoch [32][1420/2505] lr: 3.750e-03, eta: 1 day, 12:10:19, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8224, loss_cls: 1.6625, loss: 1.6625, grad_norm: 7.1914 2020-08-16 10:18:18,763 - mmaction - INFO - Epoch [32][1440/2505] lr: 3.750e-03, eta: 1 day, 12:10:03, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8109, loss_cls: 1.7066, loss: 1.7066, grad_norm: 7.3351 2020-08-16 10:18:34,278 - mmaction - INFO - Epoch [32][1460/2505] lr: 3.750e-03, eta: 1 day, 12:09:49, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8214, loss_cls: 1.6592, loss: 1.6592, grad_norm: 7.3609 2020-08-16 10:18:49,459 - mmaction - INFO - Epoch [32][1480/2505] lr: 3.750e-03, eta: 1 day, 12:09:33, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8099, loss_cls: 1.7076, loss: 1.7076, grad_norm: 7.3831 2020-08-16 10:19:05,861 - mmaction - INFO - Epoch [32][1500/2505] lr: 3.750e-03, eta: 1 day, 12:09:21, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8198, loss_cls: 1.6717, loss: 1.6717, grad_norm: 7.2874 2020-08-16 10:19:20,818 - mmaction - INFO - Epoch [32][1520/2505] lr: 3.750e-03, eta: 1 day, 12:09:05, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6887, loss: 1.6887, grad_norm: 7.3397 2020-08-16 10:19:35,992 - mmaction - INFO - Epoch [32][1540/2505] lr: 3.750e-03, eta: 1 day, 12:08:50, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8036, loss_cls: 1.6719, loss: 1.6719, grad_norm: 7.1968 2020-08-16 10:19:51,157 - mmaction - INFO - Epoch [32][1560/2505] lr: 3.750e-03, eta: 1 day, 12:08:35, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8089, loss_cls: 1.7163, loss: 1.7163, grad_norm: 7.3144 2020-08-16 10:20:07,296 - mmaction - INFO - Epoch [32][1580/2505] lr: 3.750e-03, eta: 1 day, 12:08:22, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8083, loss_cls: 1.6632, loss: 1.6632, grad_norm: 7.0553 2020-08-16 10:20:22,485 - mmaction - INFO - Epoch [32][1600/2505] lr: 3.750e-03, eta: 1 day, 12:08:06, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8161, loss_cls: 1.6868, loss: 1.6868, grad_norm: 7.3437 2020-08-16 10:20:37,771 - mmaction - INFO - Epoch [32][1620/2505] lr: 3.750e-03, eta: 1 day, 12:07:51, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.6031, top5_acc: 0.7932, loss_cls: 1.7145, loss: 1.7145, grad_norm: 7.0153 2020-08-16 10:20:53,551 - mmaction - INFO - Epoch [32][1640/2505] lr: 3.750e-03, eta: 1 day, 12:07:37, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8078, loss_cls: 1.7209, loss: 1.7209, grad_norm: 7.4427 2020-08-16 10:21:08,998 - mmaction - INFO - Epoch [32][1660/2505] lr: 3.750e-03, eta: 1 day, 12:07:23, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8167, loss_cls: 1.6873, loss: 1.6873, grad_norm: 7.4174 2020-08-16 10:21:23,994 - mmaction - INFO - Epoch [32][1680/2505] lr: 3.750e-03, eta: 1 day, 12:07:07, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8120, loss_cls: 1.7034, loss: 1.7034, grad_norm: 7.3232 2020-08-16 10:21:40,407 - mmaction - INFO - Epoch [32][1700/2505] lr: 3.750e-03, eta: 1 day, 12:06:55, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8141, loss_cls: 1.6505, loss: 1.6505, grad_norm: 7.1556 2020-08-16 10:21:55,760 - mmaction - INFO - Epoch [32][1720/2505] lr: 3.750e-03, eta: 1 day, 12:06:40, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8339, loss_cls: 1.5636, loss: 1.5636, grad_norm: 7.1493 2020-08-16 10:22:10,825 - mmaction - INFO - Epoch [32][1740/2505] lr: 3.750e-03, eta: 1 day, 12:06:24, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6690, loss: 1.6690, grad_norm: 7.2955 2020-08-16 10:22:25,757 - mmaction - INFO - Epoch [32][1760/2505] lr: 3.750e-03, eta: 1 day, 12:06:09, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8078, loss_cls: 1.6744, loss: 1.6744, grad_norm: 7.2147 2020-08-16 10:22:41,748 - mmaction - INFO - Epoch [32][1780/2505] lr: 3.750e-03, eta: 1 day, 12:05:55, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8057, loss_cls: 1.6967, loss: 1.6967, grad_norm: 7.3444 2020-08-16 10:22:56,907 - mmaction - INFO - Epoch [32][1800/2505] lr: 3.750e-03, eta: 1 day, 12:05:40, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6563, loss: 1.6563, grad_norm: 7.1722 2020-08-16 10:23:12,341 - mmaction - INFO - Epoch [32][1820/2505] lr: 3.750e-03, eta: 1 day, 12:05:25, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8187, loss_cls: 1.7090, loss: 1.7090, grad_norm: 7.6191 2020-08-16 10:23:27,937 - mmaction - INFO - Epoch [32][1840/2505] lr: 3.750e-03, eta: 1 day, 12:05:11, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8104, loss_cls: 1.7547, loss: 1.7547, grad_norm: 7.3824 2020-08-16 10:23:45,343 - mmaction - INFO - Epoch [32][1860/2505] lr: 3.750e-03, eta: 1 day, 12:05:00, time: 0.872, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8130, loss_cls: 1.6456, loss: 1.6456, grad_norm: 7.2388 2020-08-16 10:24:00,045 - mmaction - INFO - Epoch [32][1880/2505] lr: 3.750e-03, eta: 1 day, 12:04:44, time: 0.733, data_time: 0.002, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8052, loss_cls: 1.6960, loss: 1.6960, grad_norm: 7.4692 2020-08-16 10:24:14,794 - mmaction - INFO - Epoch [32][1900/2505] lr: 3.750e-03, eta: 1 day, 12:04:28, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7948, loss_cls: 1.7839, loss: 1.7839, grad_norm: 7.4492 2020-08-16 10:24:30,754 - mmaction - INFO - Epoch [32][1920/2505] lr: 3.750e-03, eta: 1 day, 12:04:14, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8026, loss_cls: 1.7569, loss: 1.7569, grad_norm: 7.2476 2020-08-16 10:24:46,446 - mmaction - INFO - Epoch [32][1940/2505] lr: 3.750e-03, eta: 1 day, 12:04:00, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8057, loss_cls: 1.7351, loss: 1.7351, grad_norm: 7.3922 2020-08-16 10:25:01,514 - mmaction - INFO - Epoch [32][1960/2505] lr: 3.750e-03, eta: 1 day, 12:03:45, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8016, loss_cls: 1.7297, loss: 1.7297, grad_norm: 7.5097 2020-08-16 10:25:16,730 - mmaction - INFO - Epoch [32][1980/2505] lr: 3.750e-03, eta: 1 day, 12:03:30, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8099, loss_cls: 1.7058, loss: 1.7058, grad_norm: 7.3438 2020-08-16 10:25:33,128 - mmaction - INFO - Epoch [32][2000/2505] lr: 3.750e-03, eta: 1 day, 12:03:17, time: 0.818, data_time: 0.004, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8068, loss_cls: 1.7334, loss: 1.7334, grad_norm: 7.4246 2020-08-16 10:25:49,362 - mmaction - INFO - Epoch [32][2020/2505] lr: 3.750e-03, eta: 1 day, 12:03:04, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8073, loss_cls: 1.6949, loss: 1.6949, grad_norm: 7.2729 2020-08-16 10:26:04,143 - mmaction - INFO - Epoch [32][2040/2505] lr: 3.750e-03, eta: 1 day, 12:02:48, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8224, loss_cls: 1.6498, loss: 1.6498, grad_norm: 7.1519 2020-08-16 10:26:19,936 - mmaction - INFO - Epoch [32][2060/2505] lr: 3.750e-03, eta: 1 day, 12:02:34, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8146, loss_cls: 1.7086, loss: 1.7086, grad_norm: 7.4120 2020-08-16 10:26:35,123 - mmaction - INFO - Epoch [32][2080/2505] lr: 3.750e-03, eta: 1 day, 12:02:19, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8229, loss_cls: 1.6726, loss: 1.6726, grad_norm: 7.2967 2020-08-16 10:26:51,850 - mmaction - INFO - Epoch [32][2100/2505] lr: 3.750e-03, eta: 1 day, 12:02:07, time: 0.835, data_time: 0.006, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8182, loss_cls: 1.6584, loss: 1.6584, grad_norm: 7.3572 2020-08-16 10:27:07,454 - mmaction - INFO - Epoch [32][2120/2505] lr: 3.750e-03, eta: 1 day, 12:01:53, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8120, loss_cls: 1.6986, loss: 1.6986, grad_norm: 7.0752 2020-08-16 10:27:22,600 - mmaction - INFO - Epoch [32][2140/2505] lr: 3.750e-03, eta: 1 day, 12:01:37, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8193, loss_cls: 1.6886, loss: 1.6886, grad_norm: 7.1821 2020-08-16 10:27:37,680 - mmaction - INFO - Epoch [32][2160/2505] lr: 3.750e-03, eta: 1 day, 12:01:22, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8177, loss_cls: 1.6371, loss: 1.6371, grad_norm: 7.2758 2020-08-16 10:27:54,158 - mmaction - INFO - Epoch [32][2180/2505] lr: 3.750e-03, eta: 1 day, 12:01:09, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8177, loss_cls: 1.7057, loss: 1.7057, grad_norm: 7.1509 2020-08-16 10:28:09,010 - mmaction - INFO - Epoch [32][2200/2505] lr: 3.750e-03, eta: 1 day, 12:00:53, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8182, loss_cls: 1.6873, loss: 1.6873, grad_norm: 7.4498 2020-08-16 10:28:24,230 - mmaction - INFO - Epoch [32][2220/2505] lr: 3.750e-03, eta: 1 day, 12:00:38, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8161, loss_cls: 1.7026, loss: 1.7026, grad_norm: 7.3480 2020-08-16 10:28:40,410 - mmaction - INFO - Epoch [32][2240/2505] lr: 3.750e-03, eta: 1 day, 12:00:25, time: 0.812, data_time: 0.006, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8120, loss_cls: 1.6957, loss: 1.6957, grad_norm: 7.3062 2020-08-16 10:28:55,951 - mmaction - INFO - Epoch [32][2260/2505] lr: 3.750e-03, eta: 1 day, 12:00:11, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7338, loss: 1.7338, grad_norm: 7.5502 2020-08-16 10:29:11,692 - mmaction - INFO - Epoch [32][2280/2505] lr: 3.750e-03, eta: 1 day, 11:59:57, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8115, loss_cls: 1.6808, loss: 1.6808, grad_norm: 7.2854 2020-08-16 10:29:27,713 - mmaction - INFO - Epoch [32][2300/2505] lr: 3.750e-03, eta: 1 day, 11:59:43, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8135, loss_cls: 1.6758, loss: 1.6758, grad_norm: 7.2229 2020-08-16 10:29:43,085 - mmaction - INFO - Epoch [32][2320/2505] lr: 3.750e-03, eta: 1 day, 11:59:28, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8203, loss_cls: 1.6609, loss: 1.6609, grad_norm: 7.3429 2020-08-16 10:29:58,345 - mmaction - INFO - Epoch [32][2340/2505] lr: 3.750e-03, eta: 1 day, 11:59:13, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8089, loss_cls: 1.7275, loss: 1.7275, grad_norm: 7.4311 2020-08-16 10:30:13,756 - mmaction - INFO - Epoch [32][2360/2505] lr: 3.750e-03, eta: 1 day, 11:58:59, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5802, top5_acc: 0.8125, loss_cls: 1.7412, loss: 1.7412, grad_norm: 7.3987 2020-08-16 10:30:29,139 - mmaction - INFO - Epoch [32][2380/2505] lr: 3.750e-03, eta: 1 day, 11:58:44, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8146, loss_cls: 1.6167, loss: 1.6167, grad_norm: 6.9748 2020-08-16 10:30:44,792 - mmaction - INFO - Epoch [32][2400/2505] lr: 3.750e-03, eta: 1 day, 11:58:30, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8068, loss_cls: 1.7587, loss: 1.7587, grad_norm: 7.4784 2020-08-16 10:31:00,474 - mmaction - INFO - Epoch [32][2420/2505] lr: 3.750e-03, eta: 1 day, 11:58:15, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7014, loss: 1.7014, grad_norm: 7.5412 2020-08-16 10:31:16,100 - mmaction - INFO - Epoch [32][2440/2505] lr: 3.750e-03, eta: 1 day, 11:58:01, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8099, loss_cls: 1.7010, loss: 1.7010, grad_norm: 7.2528 2020-08-16 10:31:31,304 - mmaction - INFO - Epoch [32][2460/2505] lr: 3.750e-03, eta: 1 day, 11:57:46, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8271, loss_cls: 1.6820, loss: 1.6820, grad_norm: 7.3469 2020-08-16 10:31:46,528 - mmaction - INFO - Epoch [32][2480/2505] lr: 3.750e-03, eta: 1 day, 11:57:31, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8276, loss_cls: 1.6088, loss: 1.6088, grad_norm: 7.1775 2020-08-16 10:32:02,036 - mmaction - INFO - Epoch [32][2500/2505] lr: 3.750e-03, eta: 1 day, 11:57:16, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.7107, loss: 1.7107, grad_norm: 7.4142 2020-08-16 10:32:06,379 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-08-16 10:32:30,617 - mmaction - INFO - Epoch [33][20/2505] lr: 3.750e-03, eta: 1 day, 11:57:07, time: 1.186, data_time: 0.571, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8177, loss_cls: 1.6378, loss: 1.6378, grad_norm: 7.0357 2020-08-16 10:32:43,981 - mmaction - INFO - Epoch [33][40/2505] lr: 3.750e-03, eta: 1 day, 11:56:48, time: 0.668, data_time: 0.003, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8172, loss_cls: 1.6340, loss: 1.6340, grad_norm: 7.1978 2020-08-16 10:32:59,104 - mmaction - INFO - Epoch [33][60/2505] lr: 3.750e-03, eta: 1 day, 11:56:33, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8193, loss_cls: 1.6207, loss: 1.6207, grad_norm: 7.1959 2020-08-16 10:33:14,091 - mmaction - INFO - Epoch [33][80/2505] lr: 3.750e-03, eta: 1 day, 11:56:17, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8229, loss_cls: 1.6117, loss: 1.6117, grad_norm: 7.2289 2020-08-16 10:33:29,618 - mmaction - INFO - Epoch [33][100/2505] lr: 3.750e-03, eta: 1 day, 11:56:03, time: 0.777, data_time: 0.002, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8354, loss_cls: 1.5684, loss: 1.5684, grad_norm: 7.1582 2020-08-16 10:33:45,006 - mmaction - INFO - Epoch [33][120/2505] lr: 3.750e-03, eta: 1 day, 11:55:48, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6401, top5_acc: 0.8474, loss_cls: 1.4868, loss: 1.4868, grad_norm: 7.0301 2020-08-16 10:34:00,649 - mmaction - INFO - Epoch [33][140/2505] lr: 3.750e-03, eta: 1 day, 11:55:34, time: 0.782, data_time: 0.002, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8161, loss_cls: 1.6368, loss: 1.6368, grad_norm: 7.2904 2020-08-16 10:34:15,887 - mmaction - INFO - Epoch [33][160/2505] lr: 3.750e-03, eta: 1 day, 11:55:19, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8146, loss_cls: 1.6974, loss: 1.6974, grad_norm: 7.3960 2020-08-16 10:34:31,950 - mmaction - INFO - Epoch [33][180/2505] lr: 3.750e-03, eta: 1 day, 11:55:05, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8219, loss_cls: 1.6312, loss: 1.6312, grad_norm: 7.2532 2020-08-16 10:34:47,724 - mmaction - INFO - Epoch [33][200/2505] lr: 3.750e-03, eta: 1 day, 11:54:51, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8214, loss_cls: 1.6306, loss: 1.6306, grad_norm: 7.3663 2020-08-16 10:35:03,179 - mmaction - INFO - Epoch [33][220/2505] lr: 3.750e-03, eta: 1 day, 11:54:37, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8208, loss_cls: 1.6771, loss: 1.6771, grad_norm: 7.4499 2020-08-16 10:35:18,142 - mmaction - INFO - Epoch [33][240/2505] lr: 3.750e-03, eta: 1 day, 11:54:21, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8281, loss_cls: 1.5987, loss: 1.5987, grad_norm: 7.2199 2020-08-16 10:35:33,505 - mmaction - INFO - Epoch [33][260/2505] lr: 3.750e-03, eta: 1 day, 11:54:06, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8344, loss_cls: 1.6106, loss: 1.6106, grad_norm: 7.1537 2020-08-16 10:35:48,893 - mmaction - INFO - Epoch [33][280/2505] lr: 3.750e-03, eta: 1 day, 11:53:51, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8010, loss_cls: 1.7235, loss: 1.7235, grad_norm: 7.6778 2020-08-16 10:36:05,054 - mmaction - INFO - Epoch [33][300/2505] lr: 3.750e-03, eta: 1 day, 11:53:38, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8203, loss_cls: 1.6562, loss: 1.6562, grad_norm: 7.3618 2020-08-16 10:36:20,845 - mmaction - INFO - Epoch [33][320/2505] lr: 3.750e-03, eta: 1 day, 11:53:24, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8099, loss_cls: 1.6382, loss: 1.6382, grad_norm: 7.1255 2020-08-16 10:36:35,962 - mmaction - INFO - Epoch [33][340/2505] lr: 3.750e-03, eta: 1 day, 11:53:09, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8151, loss_cls: 1.6573, loss: 1.6573, grad_norm: 7.3288 2020-08-16 10:36:53,831 - mmaction - INFO - Epoch [33][360/2505] lr: 3.750e-03, eta: 1 day, 11:52:59, time: 0.895, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.7943, loss_cls: 1.7592, loss: 1.7592, grad_norm: 7.5695 2020-08-16 10:37:07,810 - mmaction - INFO - Epoch [33][380/2505] lr: 3.750e-03, eta: 1 day, 11:52:41, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8146, loss_cls: 1.6864, loss: 1.6864, grad_norm: 7.2988 2020-08-16 10:37:23,728 - mmaction - INFO - Epoch [33][400/2505] lr: 3.750e-03, eta: 1 day, 11:52:28, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8099, loss_cls: 1.6676, loss: 1.6676, grad_norm: 7.1138 2020-08-16 10:37:39,229 - mmaction - INFO - Epoch [33][420/2505] lr: 3.750e-03, eta: 1 day, 11:52:13, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8333, loss_cls: 1.6121, loss: 1.6121, grad_norm: 7.2827 2020-08-16 10:37:55,969 - mmaction - INFO - Epoch [33][440/2505] lr: 3.750e-03, eta: 1 day, 11:52:01, time: 0.837, data_time: 0.007, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6912, loss: 1.6912, grad_norm: 7.1865 2020-08-16 10:38:11,988 - mmaction - INFO - Epoch [33][460/2505] lr: 3.750e-03, eta: 1 day, 11:51:48, time: 0.801, data_time: 0.001, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5989, loss: 1.5989, grad_norm: 7.0873 2020-08-16 10:38:26,571 - mmaction - INFO - Epoch [33][480/2505] lr: 3.750e-03, eta: 1 day, 11:51:31, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8229, loss_cls: 1.6772, loss: 1.6772, grad_norm: 7.3800 2020-08-16 10:38:42,951 - mmaction - INFO - Epoch [33][500/2505] lr: 3.750e-03, eta: 1 day, 11:51:19, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8135, loss_cls: 1.6848, loss: 1.6848, grad_norm: 7.6157 2020-08-16 10:38:57,775 - mmaction - INFO - Epoch [33][520/2505] lr: 3.750e-03, eta: 1 day, 11:51:03, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8224, loss_cls: 1.6548, loss: 1.6548, grad_norm: 7.1943 2020-08-16 10:39:13,399 - mmaction - INFO - Epoch [33][540/2505] lr: 3.750e-03, eta: 1 day, 11:50:48, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5854, top5_acc: 0.8083, loss_cls: 1.6886, loss: 1.6886, grad_norm: 7.3961 2020-08-16 10:39:29,422 - mmaction - INFO - Epoch [33][560/2505] lr: 3.750e-03, eta: 1 day, 11:50:35, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8302, loss_cls: 1.5971, loss: 1.5971, grad_norm: 7.2370 2020-08-16 10:39:44,319 - mmaction - INFO - Epoch [33][580/2505] lr: 3.750e-03, eta: 1 day, 11:50:19, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8161, loss_cls: 1.7055, loss: 1.7055, grad_norm: 7.5555 2020-08-16 10:40:00,614 - mmaction - INFO - Epoch [33][600/2505] lr: 3.750e-03, eta: 1 day, 11:50:06, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8083, loss_cls: 1.7144, loss: 1.7144, grad_norm: 7.3064 2020-08-16 10:40:16,408 - mmaction - INFO - Epoch [33][620/2505] lr: 3.750e-03, eta: 1 day, 11:49:52, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8281, loss_cls: 1.6393, loss: 1.6393, grad_norm: 7.1750 2020-08-16 10:40:31,443 - mmaction - INFO - Epoch [33][640/2505] lr: 3.750e-03, eta: 1 day, 11:49:37, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6307, top5_acc: 0.8161, loss_cls: 1.6148, loss: 1.6148, grad_norm: 6.9503 2020-08-16 10:40:47,810 - mmaction - INFO - Epoch [33][660/2505] lr: 3.750e-03, eta: 1 day, 11:49:24, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8021, loss_cls: 1.6685, loss: 1.6685, grad_norm: 7.3555 2020-08-16 10:41:02,760 - mmaction - INFO - Epoch [33][680/2505] lr: 3.750e-03, eta: 1 day, 11:49:08, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8250, loss_cls: 1.6512, loss: 1.6512, grad_norm: 7.2726 2020-08-16 10:41:18,098 - mmaction - INFO - Epoch [33][700/2505] lr: 3.750e-03, eta: 1 day, 11:48:53, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8292, loss_cls: 1.6283, loss: 1.6283, grad_norm: 7.1735 2020-08-16 10:41:34,501 - mmaction - INFO - Epoch [33][720/2505] lr: 3.750e-03, eta: 1 day, 11:48:41, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8250, loss_cls: 1.6600, loss: 1.6600, grad_norm: 7.1816 2020-08-16 10:41:49,274 - mmaction - INFO - Epoch [33][740/2505] lr: 3.750e-03, eta: 1 day, 11:48:24, time: 0.739, data_time: 0.002, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8255, loss_cls: 1.6384, loss: 1.6384, grad_norm: 7.0200 2020-08-16 10:42:06,119 - mmaction - INFO - Epoch [33][760/2505] lr: 3.750e-03, eta: 1 day, 11:48:13, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6577, loss: 1.6577, grad_norm: 7.1225 2020-08-16 10:42:21,291 - mmaction - INFO - Epoch [33][780/2505] lr: 3.750e-03, eta: 1 day, 11:47:57, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.7238, loss: 1.7238, grad_norm: 7.4664 2020-08-16 10:42:36,763 - mmaction - INFO - Epoch [33][800/2505] lr: 3.750e-03, eta: 1 day, 11:47:43, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8135, loss_cls: 1.6677, loss: 1.6677, grad_norm: 7.4772 2020-08-16 10:42:51,918 - mmaction - INFO - Epoch [33][820/2505] lr: 3.750e-03, eta: 1 day, 11:47:27, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8219, loss_cls: 1.6835, loss: 1.6835, grad_norm: 7.5278 2020-08-16 10:43:07,498 - mmaction - INFO - Epoch [33][840/2505] lr: 3.750e-03, eta: 1 day, 11:47:13, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8224, loss_cls: 1.6681, loss: 1.6681, grad_norm: 7.3267 2020-08-16 10:43:23,422 - mmaction - INFO - Epoch [33][860/2505] lr: 3.750e-03, eta: 1 day, 11:46:59, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8198, loss_cls: 1.6969, loss: 1.6969, grad_norm: 7.5198 2020-08-16 10:43:38,929 - mmaction - INFO - Epoch [33][880/2505] lr: 3.750e-03, eta: 1 day, 11:46:45, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8036, loss_cls: 1.6699, loss: 1.6699, grad_norm: 7.2100 2020-08-16 10:43:54,224 - mmaction - INFO - Epoch [33][900/2505] lr: 3.750e-03, eta: 1 day, 11:46:30, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8130, loss_cls: 1.6893, loss: 1.6893, grad_norm: 7.2232 2020-08-16 10:44:10,698 - mmaction - INFO - Epoch [33][920/2505] lr: 3.750e-03, eta: 1 day, 11:46:17, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8193, loss_cls: 1.6600, loss: 1.6600, grad_norm: 7.2911 2020-08-16 10:44:26,366 - mmaction - INFO - Epoch [33][940/2505] lr: 3.750e-03, eta: 1 day, 11:46:03, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8078, loss_cls: 1.7189, loss: 1.7189, grad_norm: 7.3237 2020-08-16 10:44:41,389 - mmaction - INFO - Epoch [33][960/2505] lr: 3.750e-03, eta: 1 day, 11:45:47, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8125, loss_cls: 1.6879, loss: 1.6879, grad_norm: 7.2776 2020-08-16 10:44:56,786 - mmaction - INFO - Epoch [33][980/2505] lr: 3.750e-03, eta: 1 day, 11:45:33, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8224, loss_cls: 1.6689, loss: 1.6689, grad_norm: 7.4396 2020-08-16 10:45:12,207 - mmaction - INFO - Epoch [33][1000/2505] lr: 3.750e-03, eta: 1 day, 11:45:18, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8094, loss_cls: 1.6974, loss: 1.6974, grad_norm: 7.4192 2020-08-16 10:45:29,332 - mmaction - INFO - Epoch [33][1020/2505] lr: 3.750e-03, eta: 1 day, 11:45:07, time: 0.856, data_time: 0.006, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8193, loss_cls: 1.6635, loss: 1.6635, grad_norm: 7.3058 2020-08-16 10:45:45,561 - mmaction - INFO - Epoch [33][1040/2505] lr: 3.750e-03, eta: 1 day, 11:44:54, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8073, loss_cls: 1.7104, loss: 1.7104, grad_norm: 7.4416 2020-08-16 10:46:00,123 - mmaction - INFO - Epoch [33][1060/2505] lr: 3.750e-03, eta: 1 day, 11:44:37, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8198, loss_cls: 1.6557, loss: 1.6557, grad_norm: 7.2736 2020-08-16 10:46:15,569 - mmaction - INFO - Epoch [33][1080/2505] lr: 3.750e-03, eta: 1 day, 11:44:22, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8135, loss_cls: 1.6681, loss: 1.6681, grad_norm: 7.3223 2020-08-16 10:46:33,148 - mmaction - INFO - Epoch [33][1100/2505] lr: 3.750e-03, eta: 1 day, 11:44:12, time: 0.879, data_time: 0.003, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8089, loss_cls: 1.6838, loss: 1.6838, grad_norm: 7.2640 2020-08-16 10:46:47,816 - mmaction - INFO - Epoch [33][1120/2505] lr: 3.750e-03, eta: 1 day, 11:43:56, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8068, loss_cls: 1.7529, loss: 1.7529, grad_norm: 7.6050 2020-08-16 10:47:02,925 - mmaction - INFO - Epoch [33][1140/2505] lr: 3.750e-03, eta: 1 day, 11:43:40, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8026, loss_cls: 1.6910, loss: 1.6910, grad_norm: 7.1799 2020-08-16 10:47:18,388 - mmaction - INFO - Epoch [33][1160/2505] lr: 3.750e-03, eta: 1 day, 11:43:26, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8099, loss_cls: 1.7173, loss: 1.7173, grad_norm: 7.4358 2020-08-16 10:47:34,728 - mmaction - INFO - Epoch [33][1180/2505] lr: 3.750e-03, eta: 1 day, 11:43:13, time: 0.818, data_time: 0.006, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8271, loss_cls: 1.6142, loss: 1.6142, grad_norm: 7.4377 2020-08-16 10:47:49,583 - mmaction - INFO - Epoch [33][1200/2505] lr: 3.750e-03, eta: 1 day, 11:42:57, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8229, loss_cls: 1.6503, loss: 1.6503, grad_norm: 7.2461 2020-08-16 10:48:05,215 - mmaction - INFO - Epoch [33][1220/2505] lr: 3.750e-03, eta: 1 day, 11:42:43, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8010, loss_cls: 1.7647, loss: 1.7647, grad_norm: 7.4113 2020-08-16 10:48:20,206 - mmaction - INFO - Epoch [33][1240/2505] lr: 3.750e-03, eta: 1 day, 11:42:27, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8193, loss_cls: 1.6334, loss: 1.6334, grad_norm: 7.1591 2020-08-16 10:48:36,923 - mmaction - INFO - Epoch [33][1260/2505] lr: 3.750e-03, eta: 1 day, 11:42:15, time: 0.832, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8318, loss_cls: 1.5949, loss: 1.5949, grad_norm: 7.3692 2020-08-16 10:48:52,596 - mmaction - INFO - Epoch [33][1280/2505] lr: 3.750e-03, eta: 1 day, 11:42:01, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8266, loss_cls: 1.6230, loss: 1.6230, grad_norm: 7.2418 2020-08-16 10:49:07,997 - mmaction - INFO - Epoch [33][1300/2505] lr: 3.750e-03, eta: 1 day, 11:41:46, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8193, loss_cls: 1.6322, loss: 1.6322, grad_norm: 7.1139 2020-08-16 10:49:23,510 - mmaction - INFO - Epoch [33][1320/2505] lr: 3.750e-03, eta: 1 day, 11:41:31, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8255, loss_cls: 1.6143, loss: 1.6143, grad_norm: 7.1352 2020-08-16 10:49:39,672 - mmaction - INFO - Epoch [33][1340/2505] lr: 3.750e-03, eta: 1 day, 11:41:18, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8078, loss_cls: 1.6695, loss: 1.6695, grad_norm: 7.2956 2020-08-16 10:49:55,362 - mmaction - INFO - Epoch [33][1360/2505] lr: 3.750e-03, eta: 1 day, 11:41:04, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8312, loss_cls: 1.5853, loss: 1.5853, grad_norm: 7.1520 2020-08-16 10:50:10,683 - mmaction - INFO - Epoch [33][1380/2505] lr: 3.750e-03, eta: 1 day, 11:40:49, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5951, loss: 1.5951, grad_norm: 7.0715 2020-08-16 10:50:26,398 - mmaction - INFO - Epoch [33][1400/2505] lr: 3.750e-03, eta: 1 day, 11:40:35, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8224, loss_cls: 1.5959, loss: 1.5959, grad_norm: 6.9782 2020-08-16 10:50:41,691 - mmaction - INFO - Epoch [33][1420/2505] lr: 3.750e-03, eta: 1 day, 11:40:20, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8286, loss_cls: 1.6032, loss: 1.6032, grad_norm: 7.1027 2020-08-16 10:50:57,865 - mmaction - INFO - Epoch [33][1440/2505] lr: 3.750e-03, eta: 1 day, 11:40:07, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8177, loss_cls: 1.7061, loss: 1.7061, grad_norm: 7.3359 2020-08-16 10:51:13,037 - mmaction - INFO - Epoch [33][1460/2505] lr: 3.750e-03, eta: 1 day, 11:39:51, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8276, loss_cls: 1.6230, loss: 1.6230, grad_norm: 7.3961 2020-08-16 10:51:28,926 - mmaction - INFO - Epoch [33][1480/2505] lr: 3.750e-03, eta: 1 day, 11:39:38, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8240, loss_cls: 1.6030, loss: 1.6030, grad_norm: 7.1834 2020-08-16 10:51:44,776 - mmaction - INFO - Epoch [33][1500/2505] lr: 3.750e-03, eta: 1 day, 11:39:24, time: 0.793, data_time: 0.003, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8161, loss_cls: 1.6929, loss: 1.6929, grad_norm: 7.3217 2020-08-16 10:52:00,413 - mmaction - INFO - Epoch [33][1520/2505] lr: 3.750e-03, eta: 1 day, 11:39:09, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8182, loss_cls: 1.6445, loss: 1.6445, grad_norm: 7.1775 2020-08-16 10:52:15,853 - mmaction - INFO - Epoch [33][1540/2505] lr: 3.750e-03, eta: 1 day, 11:38:55, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8198, loss_cls: 1.6427, loss: 1.6427, grad_norm: 7.3632 2020-08-16 10:52:31,654 - mmaction - INFO - Epoch [33][1560/2505] lr: 3.750e-03, eta: 1 day, 11:38:41, time: 0.789, data_time: 0.007, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8156, loss_cls: 1.6895, loss: 1.6895, grad_norm: 7.3839 2020-08-16 10:52:47,485 - mmaction - INFO - Epoch [33][1580/2505] lr: 3.750e-03, eta: 1 day, 11:38:27, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8026, loss_cls: 1.7672, loss: 1.7672, grad_norm: 7.4780 2020-08-16 10:53:03,003 - mmaction - INFO - Epoch [33][1600/2505] lr: 3.750e-03, eta: 1 day, 11:38:12, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.6359, loss: 1.6359, grad_norm: 7.4121 2020-08-16 10:53:18,639 - mmaction - INFO - Epoch [33][1620/2505] lr: 3.750e-03, eta: 1 day, 11:37:58, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8245, loss_cls: 1.6401, loss: 1.6401, grad_norm: 7.2284 2020-08-16 10:53:33,973 - mmaction - INFO - Epoch [33][1640/2505] lr: 3.750e-03, eta: 1 day, 11:37:43, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8151, loss_cls: 1.6850, loss: 1.6850, grad_norm: 7.3412 2020-08-16 10:53:49,689 - mmaction - INFO - Epoch [33][1660/2505] lr: 3.750e-03, eta: 1 day, 11:37:29, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6518, loss: 1.6518, grad_norm: 7.2034 2020-08-16 10:54:05,068 - mmaction - INFO - Epoch [33][1680/2505] lr: 3.750e-03, eta: 1 day, 11:37:14, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.5891, top5_acc: 0.7990, loss_cls: 1.7805, loss: 1.7805, grad_norm: 7.6438 2020-08-16 10:54:20,910 - mmaction - INFO - Epoch [33][1700/2505] lr: 3.750e-03, eta: 1 day, 11:37:00, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8182, loss_cls: 1.6807, loss: 1.6807, grad_norm: 7.3276 2020-08-16 10:54:36,720 - mmaction - INFO - Epoch [33][1720/2505] lr: 3.750e-03, eta: 1 day, 11:36:46, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6911, loss: 1.6911, grad_norm: 7.1029 2020-08-16 10:54:52,831 - mmaction - INFO - Epoch [33][1740/2505] lr: 3.750e-03, eta: 1 day, 11:36:33, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.5849, top5_acc: 0.7984, loss_cls: 1.7660, loss: 1.7660, grad_norm: 7.4878 2020-08-16 10:55:09,065 - mmaction - INFO - Epoch [33][1760/2505] lr: 3.750e-03, eta: 1 day, 11:36:20, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8146, loss_cls: 1.7036, loss: 1.7036, grad_norm: 7.4607 2020-08-16 10:55:25,342 - mmaction - INFO - Epoch [33][1780/2505] lr: 3.750e-03, eta: 1 day, 11:36:07, time: 0.814, data_time: 0.006, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8135, loss_cls: 1.7146, loss: 1.7146, grad_norm: 7.5974 2020-08-16 10:55:40,931 - mmaction - INFO - Epoch [33][1800/2505] lr: 3.750e-03, eta: 1 day, 11:35:52, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7266, loss: 1.7266, grad_norm: 7.2760 2020-08-16 10:55:55,876 - mmaction - INFO - Epoch [33][1820/2505] lr: 3.750e-03, eta: 1 day, 11:35:36, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8177, loss_cls: 1.7440, loss: 1.7440, grad_norm: 7.4981 2020-08-16 10:56:11,562 - mmaction - INFO - Epoch [33][1840/2505] lr: 3.750e-03, eta: 1 day, 11:35:22, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.5833, top5_acc: 0.7932, loss_cls: 1.7836, loss: 1.7836, grad_norm: 7.4926 2020-08-16 10:56:27,045 - mmaction - INFO - Epoch [33][1860/2505] lr: 3.750e-03, eta: 1 day, 11:35:08, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8130, loss_cls: 1.7077, loss: 1.7077, grad_norm: 7.4124 2020-08-16 10:56:42,940 - mmaction - INFO - Epoch [33][1880/2505] lr: 3.750e-03, eta: 1 day, 11:34:54, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8104, loss_cls: 1.6755, loss: 1.6755, grad_norm: 7.0649 2020-08-16 10:56:58,647 - mmaction - INFO - Epoch [33][1900/2505] lr: 3.750e-03, eta: 1 day, 11:34:40, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8187, loss_cls: 1.6326, loss: 1.6326, grad_norm: 7.1952 2020-08-16 10:57:13,804 - mmaction - INFO - Epoch [33][1920/2505] lr: 3.750e-03, eta: 1 day, 11:34:24, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8177, loss_cls: 1.6710, loss: 1.6710, grad_norm: 7.4576 2020-08-16 10:57:29,955 - mmaction - INFO - Epoch [33][1940/2505] lr: 3.750e-03, eta: 1 day, 11:34:11, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8021, loss_cls: 1.7489, loss: 1.7489, grad_norm: 7.4020 2020-08-16 10:57:44,945 - mmaction - INFO - Epoch [33][1960/2505] lr: 3.750e-03, eta: 1 day, 11:33:55, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8161, loss_cls: 1.6368, loss: 1.6368, grad_norm: 7.1582 2020-08-16 10:58:00,331 - mmaction - INFO - Epoch [33][1980/2505] lr: 3.750e-03, eta: 1 day, 11:33:41, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.7990, loss_cls: 1.7186, loss: 1.7186, grad_norm: 7.1532 2020-08-16 10:58:15,784 - mmaction - INFO - Epoch [33][2000/2505] lr: 3.750e-03, eta: 1 day, 11:33:26, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8000, loss_cls: 1.7640, loss: 1.7640, grad_norm: 7.5200 2020-08-16 10:58:32,057 - mmaction - INFO - Epoch [33][2020/2505] lr: 3.750e-03, eta: 1 day, 11:33:13, time: 0.814, data_time: 0.001, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8182, loss_cls: 1.6745, loss: 1.6745, grad_norm: 7.2442 2020-08-16 10:58:47,460 - mmaction - INFO - Epoch [33][2040/2505] lr: 3.750e-03, eta: 1 day, 11:32:58, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8245, loss_cls: 1.7112, loss: 1.7112, grad_norm: 7.4173 2020-08-16 10:59:03,563 - mmaction - INFO - Epoch [33][2060/2505] lr: 3.750e-03, eta: 1 day, 11:32:45, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8203, loss_cls: 1.6621, loss: 1.6621, grad_norm: 7.3057 2020-08-16 10:59:18,412 - mmaction - INFO - Epoch [33][2080/2505] lr: 3.750e-03, eta: 1 day, 11:32:29, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7948, loss_cls: 1.7784, loss: 1.7784, grad_norm: 7.3645 2020-08-16 10:59:34,651 - mmaction - INFO - Epoch [33][2100/2505] lr: 3.750e-03, eta: 1 day, 11:32:15, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8182, loss_cls: 1.6896, loss: 1.6896, grad_norm: 7.3521 2020-08-16 10:59:51,041 - mmaction - INFO - Epoch [33][2120/2505] lr: 3.750e-03, eta: 1 day, 11:32:03, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8302, loss_cls: 1.6274, loss: 1.6274, grad_norm: 7.4307 2020-08-16 11:00:06,941 - mmaction - INFO - Epoch [33][2140/2505] lr: 3.750e-03, eta: 1 day, 11:31:49, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8172, loss_cls: 1.6986, loss: 1.6986, grad_norm: 7.3089 2020-08-16 11:00:22,158 - mmaction - INFO - Epoch [33][2160/2505] lr: 3.750e-03, eta: 1 day, 11:31:34, time: 0.765, data_time: 0.008, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8099, loss_cls: 1.6511, loss: 1.6511, grad_norm: 7.2920 2020-08-16 11:00:36,999 - mmaction - INFO - Epoch [33][2180/2505] lr: 3.750e-03, eta: 1 day, 11:31:18, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8307, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.1010 2020-08-16 11:00:52,414 - mmaction - INFO - Epoch [33][2200/2505] lr: 3.750e-03, eta: 1 day, 11:31:03, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8188, loss_cls: 1.7007, loss: 1.7007, grad_norm: 7.4231 2020-08-16 11:01:08,020 - mmaction - INFO - Epoch [33][2220/2505] lr: 3.750e-03, eta: 1 day, 11:30:49, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8177, loss_cls: 1.6702, loss: 1.6702, grad_norm: 7.3720 2020-08-16 11:01:23,340 - mmaction - INFO - Epoch [33][2240/2505] lr: 3.750e-03, eta: 1 day, 11:30:34, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8026, loss_cls: 1.7719, loss: 1.7719, grad_norm: 7.5405 2020-08-16 11:01:39,714 - mmaction - INFO - Epoch [33][2260/2505] lr: 3.750e-03, eta: 1 day, 11:30:21, time: 0.817, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8167, loss_cls: 1.6807, loss: 1.6807, grad_norm: 7.4792 2020-08-16 11:01:55,151 - mmaction - INFO - Epoch [33][2280/2505] lr: 3.750e-03, eta: 1 day, 11:30:06, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8229, loss_cls: 1.6730, loss: 1.6730, grad_norm: 7.5936 2020-08-16 11:02:10,665 - mmaction - INFO - Epoch [33][2300/2505] lr: 3.750e-03, eta: 1 day, 11:29:51, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8161, loss_cls: 1.6945, loss: 1.6945, grad_norm: 7.4354 2020-08-16 11:02:25,888 - mmaction - INFO - Epoch [33][2320/2505] lr: 3.750e-03, eta: 1 day, 11:29:36, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8182, loss_cls: 1.6576, loss: 1.6576, grad_norm: 7.5626 2020-08-16 11:02:41,852 - mmaction - INFO - Epoch [33][2340/2505] lr: 3.750e-03, eta: 1 day, 11:29:23, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8068, loss_cls: 1.7350, loss: 1.7350, grad_norm: 7.4419 2020-08-16 11:02:57,142 - mmaction - INFO - Epoch [33][2360/2505] lr: 3.750e-03, eta: 1 day, 11:29:08, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8026, loss_cls: 1.7727, loss: 1.7727, grad_norm: 7.4131 2020-08-16 11:03:12,378 - mmaction - INFO - Epoch [33][2380/2505] lr: 3.750e-03, eta: 1 day, 11:28:52, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8005, loss_cls: 1.7463, loss: 1.7463, grad_norm: 7.3463 2020-08-16 11:03:28,285 - mmaction - INFO - Epoch [33][2400/2505] lr: 3.750e-03, eta: 1 day, 11:28:39, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8245, loss_cls: 1.6306, loss: 1.6306, grad_norm: 7.2588 2020-08-16 11:03:44,586 - mmaction - INFO - Epoch [33][2420/2505] lr: 3.750e-03, eta: 1 day, 11:28:26, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8292, loss_cls: 1.6497, loss: 1.6497, grad_norm: 7.4971 2020-08-16 11:04:00,586 - mmaction - INFO - Epoch [33][2440/2505] lr: 3.750e-03, eta: 1 day, 11:28:12, time: 0.800, data_time: 0.002, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8130, loss_cls: 1.6873, loss: 1.6873, grad_norm: 7.5475 2020-08-16 11:04:14,910 - mmaction - INFO - Epoch [33][2460/2505] lr: 3.750e-03, eta: 1 day, 11:27:55, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.8089, loss_cls: 1.7969, loss: 1.7969, grad_norm: 7.6940 2020-08-16 11:04:30,296 - mmaction - INFO - Epoch [33][2480/2505] lr: 3.750e-03, eta: 1 day, 11:27:40, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8214, loss_cls: 1.6866, loss: 1.6866, grad_norm: 7.2656 2020-08-16 11:04:46,084 - mmaction - INFO - Epoch [33][2500/2505] lr: 3.750e-03, eta: 1 day, 11:27:26, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8130, loss_cls: 1.6927, loss: 1.6927, grad_norm: 7.3199 2020-08-16 11:04:49,871 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-08-16 11:05:13,957 - mmaction - INFO - Epoch [34][20/2505] lr: 3.750e-03, eta: 1 day, 11:27:16, time: 1.178, data_time: 0.558, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8109, loss_cls: 1.7070, loss: 1.7070, grad_norm: 7.2483 2020-08-16 11:05:27,612 - mmaction - INFO - Epoch [34][40/2505] lr: 3.750e-03, eta: 1 day, 11:26:58, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8078, loss_cls: 1.7227, loss: 1.7227, grad_norm: 7.0926 2020-08-16 11:05:43,350 - mmaction - INFO - Epoch [34][60/2505] lr: 3.750e-03, eta: 1 day, 11:26:44, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8240, loss_cls: 1.6278, loss: 1.6278, grad_norm: 7.1513 2020-08-16 11:05:59,535 - mmaction - INFO - Epoch [34][80/2505] lr: 3.750e-03, eta: 1 day, 11:26:31, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8240, loss_cls: 1.5758, loss: 1.5758, grad_norm: 7.0314 2020-08-16 11:06:14,189 - mmaction - INFO - Epoch [34][100/2505] lr: 3.750e-03, eta: 1 day, 11:26:14, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8260, loss_cls: 1.6081, loss: 1.6081, grad_norm: 7.3620 2020-08-16 11:06:29,363 - mmaction - INFO - Epoch [34][120/2505] lr: 3.750e-03, eta: 1 day, 11:25:59, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8375, loss_cls: 1.5177, loss: 1.5177, grad_norm: 7.0541 2020-08-16 11:06:46,001 - mmaction - INFO - Epoch [34][140/2505] lr: 3.750e-03, eta: 1 day, 11:25:47, time: 0.830, data_time: 0.004, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8234, loss_cls: 1.6648, loss: 1.6648, grad_norm: 7.5167 2020-08-16 11:07:00,196 - mmaction - INFO - Epoch [34][160/2505] lr: 3.750e-03, eta: 1 day, 11:25:29, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8198, loss_cls: 1.6870, loss: 1.6870, grad_norm: 7.4524 2020-08-16 11:07:16,831 - mmaction - INFO - Epoch [34][180/2505] lr: 3.750e-03, eta: 1 day, 11:25:17, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8255, loss_cls: 1.6161, loss: 1.6161, grad_norm: 7.2340 2020-08-16 11:07:31,409 - mmaction - INFO - Epoch [34][200/2505] lr: 3.750e-03, eta: 1 day, 11:25:01, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8229, loss_cls: 1.6539, loss: 1.6539, grad_norm: 7.3645 2020-08-16 11:07:46,729 - mmaction - INFO - Epoch [34][220/2505] lr: 3.750e-03, eta: 1 day, 11:24:46, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8208, loss_cls: 1.6339, loss: 1.6339, grad_norm: 7.2315 2020-08-16 11:08:02,487 - mmaction - INFO - Epoch [34][240/2505] lr: 3.750e-03, eta: 1 day, 11:24:32, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8245, loss_cls: 1.6615, loss: 1.6615, grad_norm: 7.4044 2020-08-16 11:08:18,074 - mmaction - INFO - Epoch [34][260/2505] lr: 3.750e-03, eta: 1 day, 11:24:17, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8156, loss_cls: 1.6490, loss: 1.6490, grad_norm: 7.3334 2020-08-16 11:08:32,716 - mmaction - INFO - Epoch [34][280/2505] lr: 3.750e-03, eta: 1 day, 11:24:01, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8125, loss_cls: 1.6911, loss: 1.6911, grad_norm: 7.4986 2020-08-16 11:08:48,452 - mmaction - INFO - Epoch [34][300/2505] lr: 3.750e-03, eta: 1 day, 11:23:46, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8240, loss_cls: 1.6182, loss: 1.6182, grad_norm: 7.3063 2020-08-16 11:09:03,877 - mmaction - INFO - Epoch [34][320/2505] lr: 3.750e-03, eta: 1 day, 11:23:32, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8266, loss_cls: 1.6155, loss: 1.6155, grad_norm: 7.1614 2020-08-16 11:09:19,688 - mmaction - INFO - Epoch [34][340/2505] lr: 3.750e-03, eta: 1 day, 11:23:18, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8229, loss_cls: 1.6269, loss: 1.6269, grad_norm: 7.2477 2020-08-16 11:09:34,257 - mmaction - INFO - Epoch [34][360/2505] lr: 3.750e-03, eta: 1 day, 11:23:01, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8245, loss_cls: 1.6568, loss: 1.6568, grad_norm: 7.4034 2020-08-16 11:09:49,477 - mmaction - INFO - Epoch [34][380/2505] lr: 3.750e-03, eta: 1 day, 11:22:46, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8068, loss_cls: 1.7398, loss: 1.7398, grad_norm: 7.4219 2020-08-16 11:10:04,877 - mmaction - INFO - Epoch [34][400/2505] lr: 3.750e-03, eta: 1 day, 11:22:31, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8130, loss_cls: 1.6297, loss: 1.6297, grad_norm: 7.3115 2020-08-16 11:10:19,947 - mmaction - INFO - Epoch [34][420/2505] lr: 3.750e-03, eta: 1 day, 11:22:16, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8172, loss_cls: 1.6420, loss: 1.6420, grad_norm: 7.3404 2020-08-16 11:10:35,355 - mmaction - INFO - Epoch [34][440/2505] lr: 3.750e-03, eta: 1 day, 11:22:01, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8203, loss_cls: 1.6013, loss: 1.6013, grad_norm: 7.0302 2020-08-16 11:10:51,035 - mmaction - INFO - Epoch [34][460/2505] lr: 3.750e-03, eta: 1 day, 11:21:47, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8250, loss_cls: 1.6060, loss: 1.6060, grad_norm: 7.2002 2020-08-16 11:11:06,137 - mmaction - INFO - Epoch [34][480/2505] lr: 3.750e-03, eta: 1 day, 11:21:31, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6313, top5_acc: 0.8396, loss_cls: 1.5788, loss: 1.5788, grad_norm: 7.0656 2020-08-16 11:11:21,534 - mmaction - INFO - Epoch [34][500/2505] lr: 3.750e-03, eta: 1 day, 11:21:16, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.5904, loss: 1.5904, grad_norm: 7.0213 2020-08-16 11:11:36,714 - mmaction - INFO - Epoch [34][520/2505] lr: 3.750e-03, eta: 1 day, 11:21:01, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8323, loss_cls: 1.6260, loss: 1.6260, grad_norm: 7.4009 2020-08-16 11:11:52,505 - mmaction - INFO - Epoch [34][540/2505] lr: 3.750e-03, eta: 1 day, 11:20:47, time: 0.789, data_time: 0.002, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5687, loss: 1.5687, grad_norm: 7.3541 2020-08-16 11:12:07,856 - mmaction - INFO - Epoch [34][560/2505] lr: 3.750e-03, eta: 1 day, 11:20:32, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8141, loss_cls: 1.6426, loss: 1.6426, grad_norm: 7.1147 2020-08-16 11:12:22,981 - mmaction - INFO - Epoch [34][580/2505] lr: 3.750e-03, eta: 1 day, 11:20:17, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8344, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.9432 2020-08-16 11:12:38,783 - mmaction - INFO - Epoch [34][600/2505] lr: 3.750e-03, eta: 1 day, 11:20:03, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8354, loss_cls: 1.6065, loss: 1.6065, grad_norm: 7.1258 2020-08-16 11:12:55,165 - mmaction - INFO - Epoch [34][620/2505] lr: 3.750e-03, eta: 1 day, 11:19:50, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8328, loss_cls: 1.5855, loss: 1.5855, grad_norm: 7.0245 2020-08-16 11:13:10,033 - mmaction - INFO - Epoch [34][640/2505] lr: 3.750e-03, eta: 1 day, 11:19:34, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.5869, loss: 1.5869, grad_norm: 7.2215 2020-08-16 11:13:25,214 - mmaction - INFO - Epoch [34][660/2505] lr: 3.750e-03, eta: 1 day, 11:19:19, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8036, loss_cls: 1.7267, loss: 1.7267, grad_norm: 7.5539 2020-08-16 11:13:40,710 - mmaction - INFO - Epoch [34][680/2505] lr: 3.750e-03, eta: 1 day, 11:19:04, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8281, loss_cls: 1.5871, loss: 1.5871, grad_norm: 7.0356 2020-08-16 11:13:55,815 - mmaction - INFO - Epoch [34][700/2505] lr: 3.750e-03, eta: 1 day, 11:18:48, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6443, top5_acc: 0.8375, loss_cls: 1.5287, loss: 1.5287, grad_norm: 7.2242 2020-08-16 11:14:10,554 - mmaction - INFO - Epoch [34][720/2505] lr: 3.750e-03, eta: 1 day, 11:18:32, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8146, loss_cls: 1.6981, loss: 1.6981, grad_norm: 7.4174 2020-08-16 11:14:26,263 - mmaction - INFO - Epoch [34][740/2505] lr: 3.750e-03, eta: 1 day, 11:18:18, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8406, loss_cls: 1.6168, loss: 1.6168, grad_norm: 7.4848 2020-08-16 11:14:41,424 - mmaction - INFO - Epoch [34][760/2505] lr: 3.750e-03, eta: 1 day, 11:18:03, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8068, loss_cls: 1.7017, loss: 1.7017, grad_norm: 7.4634 2020-08-16 11:14:56,577 - mmaction - INFO - Epoch [34][780/2505] lr: 3.750e-03, eta: 1 day, 11:17:47, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7979, loss_cls: 1.7394, loss: 1.7394, grad_norm: 7.5241 2020-08-16 11:15:11,913 - mmaction - INFO - Epoch [34][800/2505] lr: 3.750e-03, eta: 1 day, 11:17:33, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8234, loss_cls: 1.6407, loss: 1.6407, grad_norm: 7.3270 2020-08-16 11:15:27,131 - mmaction - INFO - Epoch [34][820/2505] lr: 3.750e-03, eta: 1 day, 11:17:17, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8182, loss_cls: 1.6690, loss: 1.6690, grad_norm: 7.3222 2020-08-16 11:15:43,674 - mmaction - INFO - Epoch [34][840/2505] lr: 3.750e-03, eta: 1 day, 11:17:05, time: 0.830, data_time: 0.007, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8125, loss_cls: 1.6329, loss: 1.6329, grad_norm: 7.2730 2020-08-16 11:15:58,851 - mmaction - INFO - Epoch [34][860/2505] lr: 3.750e-03, eta: 1 day, 11:16:50, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8161, loss_cls: 1.6845, loss: 1.6845, grad_norm: 7.2569 2020-08-16 11:16:13,419 - mmaction - INFO - Epoch [34][880/2505] lr: 3.750e-03, eta: 1 day, 11:16:33, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.7168, loss: 1.7168, grad_norm: 7.4247 2020-08-16 11:16:28,446 - mmaction - INFO - Epoch [34][900/2505] lr: 3.750e-03, eta: 1 day, 11:16:17, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8115, loss_cls: 1.6593, loss: 1.6593, grad_norm: 7.2306 2020-08-16 11:16:44,860 - mmaction - INFO - Epoch [34][920/2505] lr: 3.750e-03, eta: 1 day, 11:16:05, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8193, loss_cls: 1.6410, loss: 1.6410, grad_norm: 7.1514 2020-08-16 11:17:00,386 - mmaction - INFO - Epoch [34][940/2505] lr: 3.750e-03, eta: 1 day, 11:15:50, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8208, loss_cls: 1.6369, loss: 1.6369, grad_norm: 7.2382 2020-08-16 11:17:15,158 - mmaction - INFO - Epoch [34][960/2505] lr: 3.750e-03, eta: 1 day, 11:15:34, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8187, loss_cls: 1.6252, loss: 1.6252, grad_norm: 7.1395 2020-08-16 11:17:30,222 - mmaction - INFO - Epoch [34][980/2505] lr: 3.750e-03, eta: 1 day, 11:15:18, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8078, loss_cls: 1.6574, loss: 1.6574, grad_norm: 7.1123 2020-08-16 11:17:45,332 - mmaction - INFO - Epoch [34][1000/2505] lr: 3.750e-03, eta: 1 day, 11:15:03, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8198, loss_cls: 1.6735, loss: 1.6735, grad_norm: 7.4519 2020-08-16 11:18:01,608 - mmaction - INFO - Epoch [34][1020/2505] lr: 3.750e-03, eta: 1 day, 11:14:50, time: 0.812, data_time: 0.006, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8229, loss_cls: 1.6265, loss: 1.6265, grad_norm: 7.3919 2020-08-16 11:18:16,748 - mmaction - INFO - Epoch [34][1040/2505] lr: 3.750e-03, eta: 1 day, 11:14:35, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6302, top5_acc: 0.8354, loss_cls: 1.5608, loss: 1.5608, grad_norm: 7.2232 2020-08-16 11:18:31,979 - mmaction - INFO - Epoch [34][1060/2505] lr: 3.750e-03, eta: 1 day, 11:14:19, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8104, loss_cls: 1.7147, loss: 1.7147, grad_norm: 7.3464 2020-08-16 11:18:46,931 - mmaction - INFO - Epoch [34][1080/2505] lr: 3.750e-03, eta: 1 day, 11:14:04, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8182, loss_cls: 1.6823, loss: 1.6823, grad_norm: 7.4430 2020-08-16 11:19:02,163 - mmaction - INFO - Epoch [34][1100/2505] lr: 3.750e-03, eta: 1 day, 11:13:48, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8208, loss_cls: 1.6811, loss: 1.6811, grad_norm: 7.3851 2020-08-16 11:19:17,059 - mmaction - INFO - Epoch [34][1120/2505] lr: 3.750e-03, eta: 1 day, 11:13:33, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.6904, loss: 1.6904, grad_norm: 7.3907 2020-08-16 11:19:32,572 - mmaction - INFO - Epoch [34][1140/2505] lr: 3.750e-03, eta: 1 day, 11:13:18, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8255, loss_cls: 1.6595, loss: 1.6595, grad_norm: 7.3377 2020-08-16 11:19:47,521 - mmaction - INFO - Epoch [34][1160/2505] lr: 3.750e-03, eta: 1 day, 11:13:02, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8141, loss_cls: 1.6805, loss: 1.6805, grad_norm: 7.4627 2020-08-16 11:20:03,702 - mmaction - INFO - Epoch [34][1180/2505] lr: 3.750e-03, eta: 1 day, 11:12:49, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6192, loss: 1.6192, grad_norm: 7.1153 2020-08-16 11:20:18,150 - mmaction - INFO - Epoch [34][1200/2505] lr: 3.750e-03, eta: 1 day, 11:12:32, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8167, loss_cls: 1.6896, loss: 1.6896, grad_norm: 7.3410 2020-08-16 11:20:34,925 - mmaction - INFO - Epoch [34][1220/2505] lr: 3.750e-03, eta: 1 day, 11:12:20, time: 0.839, data_time: 0.004, memory: 8343, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5908, loss: 1.5908, grad_norm: 7.2975 2020-08-16 11:20:49,259 - mmaction - INFO - Epoch [34][1240/2505] lr: 3.750e-03, eta: 1 day, 11:12:03, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8302, loss_cls: 1.5814, loss: 1.5814, grad_norm: 7.2128 2020-08-16 11:21:04,300 - mmaction - INFO - Epoch [34][1260/2505] lr: 3.750e-03, eta: 1 day, 11:11:48, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8234, loss_cls: 1.6878, loss: 1.6878, grad_norm: 7.5289 2020-08-16 11:21:20,226 - mmaction - INFO - Epoch [34][1280/2505] lr: 3.750e-03, eta: 1 day, 11:11:34, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8203, loss_cls: 1.6253, loss: 1.6253, grad_norm: 7.4733 2020-08-16 11:21:35,508 - mmaction - INFO - Epoch [34][1300/2505] lr: 3.750e-03, eta: 1 day, 11:11:19, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.7011, loss: 1.7011, grad_norm: 7.5061 2020-08-16 11:21:50,898 - mmaction - INFO - Epoch [34][1320/2505] lr: 3.750e-03, eta: 1 day, 11:11:04, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5974, top5_acc: 0.8031, loss_cls: 1.7512, loss: 1.7512, grad_norm: 7.4637 2020-08-16 11:22:05,444 - mmaction - INFO - Epoch [34][1340/2505] lr: 3.750e-03, eta: 1 day, 11:10:47, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8104, loss_cls: 1.6958, loss: 1.6958, grad_norm: 7.2717 2020-08-16 11:22:21,773 - mmaction - INFO - Epoch [34][1360/2505] lr: 3.750e-03, eta: 1 day, 11:10:34, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8234, loss_cls: 1.6644, loss: 1.6644, grad_norm: 7.3281 2020-08-16 11:22:36,278 - mmaction - INFO - Epoch [34][1380/2505] lr: 3.750e-03, eta: 1 day, 11:10:18, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6968, loss: 1.6968, grad_norm: 7.3283 2020-08-16 11:22:53,190 - mmaction - INFO - Epoch [34][1400/2505] lr: 3.750e-03, eta: 1 day, 11:10:06, time: 0.847, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8349, loss_cls: 1.5819, loss: 1.5819, grad_norm: 7.0901 2020-08-16 11:23:08,398 - mmaction - INFO - Epoch [34][1420/2505] lr: 3.750e-03, eta: 1 day, 11:09:51, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8198, loss_cls: 1.6409, loss: 1.6409, grad_norm: 7.3690 2020-08-16 11:23:22,885 - mmaction - INFO - Epoch [34][1440/2505] lr: 3.750e-03, eta: 1 day, 11:09:34, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.8031, loss_cls: 1.7634, loss: 1.7634, grad_norm: 7.5409 2020-08-16 11:23:38,076 - mmaction - INFO - Epoch [34][1460/2505] lr: 3.750e-03, eta: 1 day, 11:09:19, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8120, loss_cls: 1.6339, loss: 1.6339, grad_norm: 7.2148 2020-08-16 11:23:53,380 - mmaction - INFO - Epoch [34][1480/2505] lr: 3.750e-03, eta: 1 day, 11:09:04, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8198, loss_cls: 1.6482, loss: 1.6482, grad_norm: 7.3099 2020-08-16 11:24:08,685 - mmaction - INFO - Epoch [34][1500/2505] lr: 3.750e-03, eta: 1 day, 11:08:49, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8177, loss_cls: 1.7040, loss: 1.7040, grad_norm: 7.4305 2020-08-16 11:24:23,657 - mmaction - INFO - Epoch [34][1520/2505] lr: 3.750e-03, eta: 1 day, 11:08:33, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8214, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.4488 2020-08-16 11:24:39,664 - mmaction - INFO - Epoch [34][1540/2505] lr: 3.750e-03, eta: 1 day, 11:08:19, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8115, loss_cls: 1.6688, loss: 1.6688, grad_norm: 7.4685 2020-08-16 11:24:53,953 - mmaction - INFO - Epoch [34][1560/2505] lr: 3.750e-03, eta: 1 day, 11:08:02, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8135, loss_cls: 1.6846, loss: 1.6846, grad_norm: 7.3707 2020-08-16 11:25:09,855 - mmaction - INFO - Epoch [34][1580/2505] lr: 3.750e-03, eta: 1 day, 11:07:48, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8167, loss_cls: 1.6726, loss: 1.6726, grad_norm: 7.4122 2020-08-16 11:25:24,536 - mmaction - INFO - Epoch [34][1600/2505] lr: 3.750e-03, eta: 1 day, 11:07:32, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8318, loss_cls: 1.5973, loss: 1.5973, grad_norm: 7.1709 2020-08-16 11:25:40,300 - mmaction - INFO - Epoch [34][1620/2505] lr: 3.750e-03, eta: 1 day, 11:07:18, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8104, loss_cls: 1.7011, loss: 1.7011, grad_norm: 7.4195 2020-08-16 11:25:56,580 - mmaction - INFO - Epoch [34][1640/2505] lr: 3.750e-03, eta: 1 day, 11:07:05, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.7995, loss_cls: 1.7575, loss: 1.7575, grad_norm: 7.6462 2020-08-16 11:26:11,979 - mmaction - INFO - Epoch [34][1660/2505] lr: 3.750e-03, eta: 1 day, 11:06:50, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8240, loss_cls: 1.6733, loss: 1.6733, grad_norm: 7.4254 2020-08-16 11:26:26,182 - mmaction - INFO - Epoch [34][1680/2505] lr: 3.750e-03, eta: 1 day, 11:06:33, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8115, loss_cls: 1.6953, loss: 1.6953, grad_norm: 7.2736 2020-08-16 11:26:41,172 - mmaction - INFO - Epoch [34][1700/2505] lr: 3.750e-03, eta: 1 day, 11:06:17, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8156, loss_cls: 1.6715, loss: 1.6715, grad_norm: 7.3022 2020-08-16 11:26:57,358 - mmaction - INFO - Epoch [34][1720/2505] lr: 3.750e-03, eta: 1 day, 11:06:04, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8146, loss_cls: 1.7000, loss: 1.7000, grad_norm: 7.2940 2020-08-16 11:27:11,853 - mmaction - INFO - Epoch [34][1740/2505] lr: 3.750e-03, eta: 1 day, 11:05:47, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8198, loss_cls: 1.6901, loss: 1.6901, grad_norm: 7.2205 2020-08-16 11:27:27,505 - mmaction - INFO - Epoch [34][1760/2505] lr: 3.750e-03, eta: 1 day, 11:05:33, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8089, loss_cls: 1.7111, loss: 1.7111, grad_norm: 7.1929 2020-08-16 11:27:42,696 - mmaction - INFO - Epoch [34][1780/2505] lr: 3.750e-03, eta: 1 day, 11:05:18, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8089, loss_cls: 1.7004, loss: 1.7004, grad_norm: 7.2887 2020-08-16 11:27:58,562 - mmaction - INFO - Epoch [34][1800/2505] lr: 3.750e-03, eta: 1 day, 11:05:04, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8047, loss_cls: 1.7248, loss: 1.7248, grad_norm: 7.1351 2020-08-16 11:28:13,234 - mmaction - INFO - Epoch [34][1820/2505] lr: 3.750e-03, eta: 1 day, 11:04:47, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8260, loss_cls: 1.6591, loss: 1.6591, grad_norm: 7.2803 2020-08-16 11:28:28,915 - mmaction - INFO - Epoch [34][1840/2505] lr: 3.750e-03, eta: 1 day, 11:04:33, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8083, loss_cls: 1.6800, loss: 1.6800, grad_norm: 7.1932 2020-08-16 11:28:43,575 - mmaction - INFO - Epoch [34][1860/2505] lr: 3.750e-03, eta: 1 day, 11:04:17, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8146, loss_cls: 1.7083, loss: 1.7083, grad_norm: 7.3719 2020-08-16 11:28:58,592 - mmaction - INFO - Epoch [34][1880/2505] lr: 3.750e-03, eta: 1 day, 11:04:01, time: 0.752, data_time: 0.003, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8057, loss_cls: 1.7511, loss: 1.7511, grad_norm: 7.5390 2020-08-16 11:29:13,718 - mmaction - INFO - Epoch [34][1900/2505] lr: 3.750e-03, eta: 1 day, 11:03:46, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8245, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.3491 2020-08-16 11:29:28,853 - mmaction - INFO - Epoch [34][1920/2505] lr: 3.750e-03, eta: 1 day, 11:03:30, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8328, loss_cls: 1.6477, loss: 1.6477, grad_norm: 7.3190 2020-08-16 11:29:44,741 - mmaction - INFO - Epoch [34][1940/2505] lr: 3.750e-03, eta: 1 day, 11:03:17, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8031, loss_cls: 1.7514, loss: 1.7514, grad_norm: 7.3767 2020-08-16 11:29:59,155 - mmaction - INFO - Epoch [34][1960/2505] lr: 3.750e-03, eta: 1 day, 11:03:00, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8104, loss_cls: 1.7054, loss: 1.7054, grad_norm: 7.2710 2020-08-16 11:30:14,169 - mmaction - INFO - Epoch [34][1980/2505] lr: 3.750e-03, eta: 1 day, 11:02:44, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8089, loss_cls: 1.7052, loss: 1.7052, grad_norm: 7.3666 2020-08-16 11:30:29,298 - mmaction - INFO - Epoch [34][2000/2505] lr: 3.750e-03, eta: 1 day, 11:02:29, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8130, loss_cls: 1.6623, loss: 1.6623, grad_norm: 7.4039 2020-08-16 11:30:45,790 - mmaction - INFO - Epoch [34][2020/2505] lr: 3.750e-03, eta: 1 day, 11:02:16, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8292, loss_cls: 1.6273, loss: 1.6273, grad_norm: 7.3047 2020-08-16 11:31:00,810 - mmaction - INFO - Epoch [34][2040/2505] lr: 3.750e-03, eta: 1 day, 11:02:01, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8104, loss_cls: 1.6969, loss: 1.6969, grad_norm: 7.1988 2020-08-16 11:31:16,171 - mmaction - INFO - Epoch [34][2060/2505] lr: 3.750e-03, eta: 1 day, 11:01:46, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8167, loss_cls: 1.6872, loss: 1.6872, grad_norm: 7.2831 2020-08-16 11:31:30,968 - mmaction - INFO - Epoch [34][2080/2505] lr: 3.750e-03, eta: 1 day, 11:01:29, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8151, loss_cls: 1.6959, loss: 1.6959, grad_norm: 7.7073 2020-08-16 11:31:46,276 - mmaction - INFO - Epoch [34][2100/2505] lr: 3.750e-03, eta: 1 day, 11:01:14, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8052, loss_cls: 1.7223, loss: 1.7223, grad_norm: 7.3193 2020-08-16 11:32:01,385 - mmaction - INFO - Epoch [34][2120/2505] lr: 3.750e-03, eta: 1 day, 11:00:59, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8063, loss_cls: 1.7113, loss: 1.7113, grad_norm: 7.2878 2020-08-16 11:32:16,385 - mmaction - INFO - Epoch [34][2140/2505] lr: 3.750e-03, eta: 1 day, 11:00:43, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8167, loss_cls: 1.7139, loss: 1.7139, grad_norm: 7.5855 2020-08-16 11:32:31,837 - mmaction - INFO - Epoch [34][2160/2505] lr: 3.750e-03, eta: 1 day, 11:00:29, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6566, loss: 1.6566, grad_norm: 7.2475 2020-08-16 11:32:46,973 - mmaction - INFO - Epoch [34][2180/2505] lr: 3.750e-03, eta: 1 day, 11:00:13, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8297, loss_cls: 1.6534, loss: 1.6534, grad_norm: 7.4164 2020-08-16 11:33:02,169 - mmaction - INFO - Epoch [34][2200/2505] lr: 3.750e-03, eta: 1 day, 10:59:58, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.5850, loss: 1.5850, grad_norm: 7.1201 2020-08-16 11:33:18,142 - mmaction - INFO - Epoch [34][2220/2505] lr: 3.750e-03, eta: 1 day, 10:59:44, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8062, loss_cls: 1.6749, loss: 1.6749, grad_norm: 7.3004 2020-08-16 11:33:32,858 - mmaction - INFO - Epoch [34][2240/2505] lr: 3.750e-03, eta: 1 day, 10:59:28, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8281, loss_cls: 1.6151, loss: 1.6151, grad_norm: 7.4092 2020-08-16 11:33:48,288 - mmaction - INFO - Epoch [34][2260/2505] lr: 3.750e-03, eta: 1 day, 10:59:13, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.5807, top5_acc: 0.8109, loss_cls: 1.7006, loss: 1.7006, grad_norm: 7.4615 2020-08-16 11:34:03,071 - mmaction - INFO - Epoch [34][2280/2505] lr: 3.750e-03, eta: 1 day, 10:58:57, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6412, loss: 1.6412, grad_norm: 7.0159 2020-08-16 11:34:19,411 - mmaction - INFO - Epoch [34][2300/2505] lr: 3.750e-03, eta: 1 day, 10:58:44, time: 0.814, data_time: 0.007, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8089, loss_cls: 1.7127, loss: 1.7127, grad_norm: 7.6012 2020-08-16 11:34:34,406 - mmaction - INFO - Epoch [34][2320/2505] lr: 3.750e-03, eta: 1 day, 10:58:29, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8115, loss_cls: 1.6847, loss: 1.6847, grad_norm: 7.0948 2020-08-16 11:34:50,126 - mmaction - INFO - Epoch [34][2340/2505] lr: 3.750e-03, eta: 1 day, 10:58:14, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7233, loss: 1.7233, grad_norm: 7.2904 2020-08-16 11:35:05,199 - mmaction - INFO - Epoch [34][2360/2505] lr: 3.750e-03, eta: 1 day, 10:57:59, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8073, loss_cls: 1.6962, loss: 1.6962, grad_norm: 7.3730 2020-08-16 11:35:20,159 - mmaction - INFO - Epoch [34][2380/2505] lr: 3.750e-03, eta: 1 day, 10:57:43, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8271, loss_cls: 1.6846, loss: 1.6846, grad_norm: 7.3976 2020-08-16 11:35:35,804 - mmaction - INFO - Epoch [34][2400/2505] lr: 3.750e-03, eta: 1 day, 10:57:29, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8036, loss_cls: 1.7164, loss: 1.7164, grad_norm: 7.3042 2020-08-16 11:35:51,586 - mmaction - INFO - Epoch [34][2420/2505] lr: 3.750e-03, eta: 1 day, 10:57:15, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8245, loss_cls: 1.6650, loss: 1.6650, grad_norm: 7.2982 2020-08-16 11:36:05,749 - mmaction - INFO - Epoch [34][2440/2505] lr: 3.750e-03, eta: 1 day, 10:56:57, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8010, loss_cls: 1.7250, loss: 1.7250, grad_norm: 7.2849 2020-08-16 11:36:20,842 - mmaction - INFO - Epoch [34][2460/2505] lr: 3.750e-03, eta: 1 day, 10:56:42, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8104, loss_cls: 1.6581, loss: 1.6581, grad_norm: 7.1467 2020-08-16 11:36:36,151 - mmaction - INFO - Epoch [34][2480/2505] lr: 3.750e-03, eta: 1 day, 10:56:27, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.6593, loss: 1.6593, grad_norm: 7.2169 2020-08-16 11:36:52,664 - mmaction - INFO - Epoch [34][2500/2505] lr: 3.750e-03, eta: 1 day, 10:56:14, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.7410, loss: 1.7410, grad_norm: 7.3983 2020-08-16 11:36:57,238 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-08-16 11:37:17,967 - mmaction - INFO - Epoch [35][20/2505] lr: 3.750e-03, eta: 1 day, 10:55:58, time: 1.016, data_time: 0.406, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8276, loss_cls: 1.6125, loss: 1.6125, grad_norm: 7.1200 2020-08-16 11:37:32,690 - mmaction - INFO - Epoch [35][40/2505] lr: 3.750e-03, eta: 1 day, 10:55:42, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5899, loss: 1.5899, grad_norm: 7.1624 2020-08-16 11:37:46,870 - mmaction - INFO - Epoch [35][60/2505] lr: 3.750e-03, eta: 1 day, 10:55:24, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8318, loss_cls: 1.5996, loss: 1.5996, grad_norm: 7.1236 2020-08-16 11:38:01,723 - mmaction - INFO - Epoch [35][80/2505] lr: 3.750e-03, eta: 1 day, 10:55:09, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8250, loss_cls: 1.6794, loss: 1.6794, grad_norm: 7.3793 2020-08-16 11:38:17,783 - mmaction - INFO - Epoch [35][100/2505] lr: 3.750e-03, eta: 1 day, 10:54:55, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7009, loss: 1.7009, grad_norm: 7.3099 2020-08-16 11:38:32,801 - mmaction - INFO - Epoch [35][120/2505] lr: 3.750e-03, eta: 1 day, 10:54:39, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8312, loss_cls: 1.5702, loss: 1.5702, grad_norm: 7.2909 2020-08-16 11:38:48,366 - mmaction - INFO - Epoch [35][140/2505] lr: 3.750e-03, eta: 1 day, 10:54:25, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8135, loss_cls: 1.6414, loss: 1.6414, grad_norm: 7.2824 2020-08-16 11:39:03,349 - mmaction - INFO - Epoch [35][160/2505] lr: 3.750e-03, eta: 1 day, 10:54:09, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8370, loss_cls: 1.5502, loss: 1.5502, grad_norm: 7.1345 2020-08-16 11:39:19,352 - mmaction - INFO - Epoch [35][180/2505] lr: 3.750e-03, eta: 1 day, 10:53:55, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8255, loss_cls: 1.6182, loss: 1.6182, grad_norm: 7.2414 2020-08-16 11:39:34,881 - mmaction - INFO - Epoch [35][200/2505] lr: 3.750e-03, eta: 1 day, 10:53:41, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8167, loss_cls: 1.6908, loss: 1.6908, grad_norm: 7.4198 2020-08-16 11:39:49,481 - mmaction - INFO - Epoch [35][220/2505] lr: 3.750e-03, eta: 1 day, 10:53:24, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8385, loss_cls: 1.5414, loss: 1.5414, grad_norm: 7.2252 2020-08-16 11:40:04,906 - mmaction - INFO - Epoch [35][240/2505] lr: 3.750e-03, eta: 1 day, 10:53:10, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8359, loss_cls: 1.5723, loss: 1.5723, grad_norm: 7.1172 2020-08-16 11:40:21,305 - mmaction - INFO - Epoch [35][260/2505] lr: 3.750e-03, eta: 1 day, 10:52:57, time: 0.820, data_time: 0.002, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8130, loss_cls: 1.6774, loss: 1.6774, grad_norm: 7.4168 2020-08-16 11:40:36,281 - mmaction - INFO - Epoch [35][280/2505] lr: 3.750e-03, eta: 1 day, 10:52:41, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6281, loss: 1.6281, grad_norm: 7.2567 2020-08-16 11:40:52,119 - mmaction - INFO - Epoch [35][300/2505] lr: 3.750e-03, eta: 1 day, 10:52:27, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8219, loss_cls: 1.6878, loss: 1.6878, grad_norm: 7.2734 2020-08-16 11:41:07,944 - mmaction - INFO - Epoch [35][320/2505] lr: 3.750e-03, eta: 1 day, 10:52:13, time: 0.792, data_time: 0.007, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6511, loss: 1.6511, grad_norm: 7.2557 2020-08-16 11:41:23,529 - mmaction - INFO - Epoch [35][340/2505] lr: 3.750e-03, eta: 1 day, 10:51:59, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8255, loss_cls: 1.5863, loss: 1.5863, grad_norm: 7.1373 2020-08-16 11:41:37,909 - mmaction - INFO - Epoch [35][360/2505] lr: 3.750e-03, eta: 1 day, 10:51:42, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8344, loss_cls: 1.6301, loss: 1.6301, grad_norm: 7.3123 2020-08-16 11:41:53,422 - mmaction - INFO - Epoch [35][380/2505] lr: 3.750e-03, eta: 1 day, 10:51:27, time: 0.775, data_time: 0.003, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8062, loss_cls: 1.7441, loss: 1.7441, grad_norm: 7.5603 2020-08-16 11:42:08,904 - mmaction - INFO - Epoch [35][400/2505] lr: 3.750e-03, eta: 1 day, 10:51:12, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8266, loss_cls: 1.5971, loss: 1.5971, grad_norm: 7.0419 2020-08-16 11:42:24,585 - mmaction - INFO - Epoch [35][420/2505] lr: 3.750e-03, eta: 1 day, 10:50:58, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8276, loss_cls: 1.5813, loss: 1.5813, grad_norm: 7.2029 2020-08-16 11:42:40,340 - mmaction - INFO - Epoch [35][440/2505] lr: 3.750e-03, eta: 1 day, 10:50:44, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8109, loss_cls: 1.6772, loss: 1.6772, grad_norm: 7.2980 2020-08-16 11:42:55,277 - mmaction - INFO - Epoch [35][460/2505] lr: 3.750e-03, eta: 1 day, 10:50:28, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5620, loss: 1.5620, grad_norm: 7.1088 2020-08-16 11:43:10,625 - mmaction - INFO - Epoch [35][480/2505] lr: 3.750e-03, eta: 1 day, 10:50:13, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8255, loss_cls: 1.5898, loss: 1.5898, grad_norm: 7.0853 2020-08-16 11:43:26,715 - mmaction - INFO - Epoch [35][500/2505] lr: 3.750e-03, eta: 1 day, 10:50:00, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8224, loss_cls: 1.6228, loss: 1.6228, grad_norm: 7.1660 2020-08-16 11:43:41,972 - mmaction - INFO - Epoch [35][520/2505] lr: 3.750e-03, eta: 1 day, 10:49:45, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8286, loss_cls: 1.5761, loss: 1.5761, grad_norm: 7.3618 2020-08-16 11:43:57,242 - mmaction - INFO - Epoch [35][540/2505] lr: 3.750e-03, eta: 1 day, 10:49:29, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8292, loss_cls: 1.6245, loss: 1.6245, grad_norm: 7.4794 2020-08-16 11:44:13,006 - mmaction - INFO - Epoch [35][560/2505] lr: 3.750e-03, eta: 1 day, 10:49:15, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8307, loss_cls: 1.6087, loss: 1.6087, grad_norm: 7.1340 2020-08-16 11:44:27,799 - mmaction - INFO - Epoch [35][580/2505] lr: 3.750e-03, eta: 1 day, 10:48:59, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8271, loss_cls: 1.5929, loss: 1.5929, grad_norm: 7.3122 2020-08-16 11:44:43,948 - mmaction - INFO - Epoch [35][600/2505] lr: 3.750e-03, eta: 1 day, 10:48:46, time: 0.811, data_time: 0.007, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8214, loss_cls: 1.6018, loss: 1.6018, grad_norm: 7.1108 2020-08-16 11:44:58,679 - mmaction - INFO - Epoch [35][620/2505] lr: 3.750e-03, eta: 1 day, 10:48:30, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8177, loss_cls: 1.6835, loss: 1.6835, grad_norm: 7.4184 2020-08-16 11:45:14,470 - mmaction - INFO - Epoch [35][640/2505] lr: 3.750e-03, eta: 1 day, 10:48:15, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.6240, top5_acc: 0.8375, loss_cls: 1.5524, loss: 1.5524, grad_norm: 7.1472 2020-08-16 11:45:29,864 - mmaction - INFO - Epoch [35][660/2505] lr: 3.750e-03, eta: 1 day, 10:48:01, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8135, loss_cls: 1.6714, loss: 1.6714, grad_norm: 7.3782 2020-08-16 11:45:45,297 - mmaction - INFO - Epoch [35][680/2505] lr: 3.750e-03, eta: 1 day, 10:47:46, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6158, loss: 1.6158, grad_norm: 7.1465 2020-08-16 11:46:00,795 - mmaction - INFO - Epoch [35][700/2505] lr: 3.750e-03, eta: 1 day, 10:47:31, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8104, loss_cls: 1.6635, loss: 1.6635, grad_norm: 7.2157 2020-08-16 11:46:16,292 - mmaction - INFO - Epoch [35][720/2505] lr: 3.750e-03, eta: 1 day, 10:47:17, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8104, loss_cls: 1.6688, loss: 1.6688, grad_norm: 7.1262 2020-08-16 11:46:31,856 - mmaction - INFO - Epoch [35][740/2505] lr: 3.750e-03, eta: 1 day, 10:47:02, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8099, loss_cls: 1.6379, loss: 1.6379, grad_norm: 7.2347 2020-08-16 11:46:48,482 - mmaction - INFO - Epoch [35][760/2505] lr: 3.750e-03, eta: 1 day, 10:46:49, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8203, loss_cls: 1.6410, loss: 1.6410, grad_norm: 7.3900 2020-08-16 11:47:03,035 - mmaction - INFO - Epoch [35][780/2505] lr: 3.750e-03, eta: 1 day, 10:46:33, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8208, loss_cls: 1.6460, loss: 1.6460, grad_norm: 7.2679 2020-08-16 11:47:18,764 - mmaction - INFO - Epoch [35][800/2505] lr: 3.750e-03, eta: 1 day, 10:46:19, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8161, loss_cls: 1.7020, loss: 1.7020, grad_norm: 7.5089 2020-08-16 11:47:34,596 - mmaction - INFO - Epoch [35][820/2505] lr: 3.750e-03, eta: 1 day, 10:46:05, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6333, loss: 1.6333, grad_norm: 7.3006 2020-08-16 11:47:49,562 - mmaction - INFO - Epoch [35][840/2505] lr: 3.750e-03, eta: 1 day, 10:45:49, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8349, loss_cls: 1.5492, loss: 1.5492, grad_norm: 7.1619 2020-08-16 11:48:04,737 - mmaction - INFO - Epoch [35][860/2505] lr: 3.750e-03, eta: 1 day, 10:45:34, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8198, loss_cls: 1.6157, loss: 1.6157, grad_norm: 7.1447 2020-08-16 11:48:20,943 - mmaction - INFO - Epoch [35][880/2505] lr: 3.750e-03, eta: 1 day, 10:45:20, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8229, loss_cls: 1.6372, loss: 1.6372, grad_norm: 7.1402 2020-08-16 11:48:37,276 - mmaction - INFO - Epoch [35][900/2505] lr: 3.750e-03, eta: 1 day, 10:45:07, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8193, loss_cls: 1.6652, loss: 1.6652, grad_norm: 7.3831 2020-08-16 11:48:51,824 - mmaction - INFO - Epoch [35][920/2505] lr: 3.750e-03, eta: 1 day, 10:44:51, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8307, loss_cls: 1.6158, loss: 1.6158, grad_norm: 7.3090 2020-08-16 11:49:07,087 - mmaction - INFO - Epoch [35][940/2505] lr: 3.750e-03, eta: 1 day, 10:44:36, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8208, loss_cls: 1.6572, loss: 1.6572, grad_norm: 7.3784 2020-08-16 11:49:22,985 - mmaction - INFO - Epoch [35][960/2505] lr: 3.750e-03, eta: 1 day, 10:44:22, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8370, loss_cls: 1.5814, loss: 1.5814, grad_norm: 7.2945 2020-08-16 11:49:38,705 - mmaction - INFO - Epoch [35][980/2505] lr: 3.750e-03, eta: 1 day, 10:44:07, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8120, loss_cls: 1.7273, loss: 1.7273, grad_norm: 7.7410 2020-08-16 11:49:53,852 - mmaction - INFO - Epoch [35][1000/2505] lr: 3.750e-03, eta: 1 day, 10:43:52, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8078, loss_cls: 1.7064, loss: 1.7064, grad_norm: 7.3717 2020-08-16 11:50:09,790 - mmaction - INFO - Epoch [35][1020/2505] lr: 3.750e-03, eta: 1 day, 10:43:38, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8219, loss_cls: 1.6695, loss: 1.6695, grad_norm: 7.5247 2020-08-16 11:50:26,845 - mmaction - INFO - Epoch [35][1040/2505] lr: 3.750e-03, eta: 1 day, 10:43:27, time: 0.855, data_time: 0.006, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8146, loss_cls: 1.6898, loss: 1.6898, grad_norm: 7.4234 2020-08-16 11:50:41,640 - mmaction - INFO - Epoch [35][1060/2505] lr: 3.750e-03, eta: 1 day, 10:43:10, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5833, top5_acc: 0.8099, loss_cls: 1.7397, loss: 1.7397, grad_norm: 7.4102 2020-08-16 11:50:57,504 - mmaction - INFO - Epoch [35][1080/2505] lr: 3.750e-03, eta: 1 day, 10:42:57, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8229, loss_cls: 1.6718, loss: 1.6718, grad_norm: 7.2555 2020-08-16 11:51:12,656 - mmaction - INFO - Epoch [35][1100/2505] lr: 3.750e-03, eta: 1 day, 10:42:41, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5927, top5_acc: 0.7948, loss_cls: 1.7617, loss: 1.7617, grad_norm: 7.2836 2020-08-16 11:51:29,221 - mmaction - INFO - Epoch [35][1120/2505] lr: 3.750e-03, eta: 1 day, 10:42:29, time: 0.829, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8151, loss_cls: 1.6707, loss: 1.6707, grad_norm: 7.2080 2020-08-16 11:51:44,892 - mmaction - INFO - Epoch [35][1140/2505] lr: 3.750e-03, eta: 1 day, 10:42:14, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8182, loss_cls: 1.6318, loss: 1.6318, grad_norm: 7.2997 2020-08-16 11:51:59,441 - mmaction - INFO - Epoch [35][1160/2505] lr: 3.750e-03, eta: 1 day, 10:41:58, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8193, loss_cls: 1.6225, loss: 1.6225, grad_norm: 7.2755 2020-08-16 11:52:14,930 - mmaction - INFO - Epoch [35][1180/2505] lr: 3.750e-03, eta: 1 day, 10:41:43, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8026, loss_cls: 1.7244, loss: 1.7244, grad_norm: 7.5172 2020-08-16 11:52:30,220 - mmaction - INFO - Epoch [35][1200/2505] lr: 3.750e-03, eta: 1 day, 10:41:28, time: 0.765, data_time: 0.002, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8297, loss_cls: 1.5750, loss: 1.5750, grad_norm: 7.1220 2020-08-16 11:52:46,678 - mmaction - INFO - Epoch [35][1220/2505] lr: 3.750e-03, eta: 1 day, 10:41:15, time: 0.821, data_time: 0.002, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8250, loss_cls: 1.6016, loss: 1.6016, grad_norm: 7.2401 2020-08-16 11:53:01,906 - mmaction - INFO - Epoch [35][1240/2505] lr: 3.750e-03, eta: 1 day, 10:41:00, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8188, loss_cls: 1.6663, loss: 1.6663, grad_norm: 7.5150 2020-08-16 11:53:17,756 - mmaction - INFO - Epoch [35][1260/2505] lr: 3.750e-03, eta: 1 day, 10:40:46, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8135, loss_cls: 1.6599, loss: 1.6599, grad_norm: 7.2551 2020-08-16 11:53:33,706 - mmaction - INFO - Epoch [35][1280/2505] lr: 3.750e-03, eta: 1 day, 10:40:32, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8286, loss_cls: 1.6381, loss: 1.6381, grad_norm: 7.4440 2020-08-16 11:53:49,101 - mmaction - INFO - Epoch [35][1300/2505] lr: 3.750e-03, eta: 1 day, 10:40:17, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8099, loss_cls: 1.6667, loss: 1.6667, grad_norm: 7.2808 2020-08-16 11:54:04,558 - mmaction - INFO - Epoch [35][1320/2505] lr: 3.750e-03, eta: 1 day, 10:40:02, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8068, loss_cls: 1.7063, loss: 1.7063, grad_norm: 7.3538 2020-08-16 11:54:19,980 - mmaction - INFO - Epoch [35][1340/2505] lr: 3.750e-03, eta: 1 day, 10:39:47, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6411, top5_acc: 0.8448, loss_cls: 1.4928, loss: 1.4928, grad_norm: 7.0926 2020-08-16 11:54:36,696 - mmaction - INFO - Epoch [35][1360/2505] lr: 3.750e-03, eta: 1 day, 10:39:35, time: 0.839, data_time: 0.007, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8115, loss_cls: 1.6748, loss: 1.6748, grad_norm: 7.0791 2020-08-16 11:54:51,451 - mmaction - INFO - Epoch [35][1380/2505] lr: 3.750e-03, eta: 1 day, 10:39:19, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8375, loss_cls: 1.5582, loss: 1.5582, grad_norm: 7.2875 2020-08-16 11:55:06,911 - mmaction - INFO - Epoch [35][1400/2505] lr: 3.750e-03, eta: 1 day, 10:39:04, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5812, top5_acc: 0.8120, loss_cls: 1.6948, loss: 1.6948, grad_norm: 7.4551 2020-08-16 11:55:22,802 - mmaction - INFO - Epoch [35][1420/2505] lr: 3.750e-03, eta: 1 day, 10:38:50, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8219, loss_cls: 1.6682, loss: 1.6682, grad_norm: 7.5989 2020-08-16 11:55:39,321 - mmaction - INFO - Epoch [35][1440/2505] lr: 3.750e-03, eta: 1 day, 10:38:37, time: 0.824, data_time: 0.004, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8208, loss_cls: 1.6567, loss: 1.6567, grad_norm: 7.4027 2020-08-16 11:55:55,421 - mmaction - INFO - Epoch [35][1460/2505] lr: 3.750e-03, eta: 1 day, 10:38:24, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.7979, loss_cls: 1.7829, loss: 1.7829, grad_norm: 7.6305 2020-08-16 11:56:10,122 - mmaction - INFO - Epoch [35][1480/2505] lr: 3.750e-03, eta: 1 day, 10:38:08, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8240, loss_cls: 1.6287, loss: 1.6287, grad_norm: 7.3963 2020-08-16 11:56:25,515 - mmaction - INFO - Epoch [35][1500/2505] lr: 3.750e-03, eta: 1 day, 10:37:53, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6252, loss: 1.6252, grad_norm: 7.2332 2020-08-16 11:56:41,485 - mmaction - INFO - Epoch [35][1520/2505] lr: 3.750e-03, eta: 1 day, 10:37:39, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8151, loss_cls: 1.6741, loss: 1.6741, grad_norm: 7.3552 2020-08-16 11:56:57,457 - mmaction - INFO - Epoch [35][1540/2505] lr: 3.750e-03, eta: 1 day, 10:37:25, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8224, loss_cls: 1.6945, loss: 1.6945, grad_norm: 7.5330 2020-08-16 11:57:13,320 - mmaction - INFO - Epoch [35][1560/2505] lr: 3.750e-03, eta: 1 day, 10:37:11, time: 0.794, data_time: 0.008, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6882, loss: 1.6882, grad_norm: 7.4415 2020-08-16 11:57:28,453 - mmaction - INFO - Epoch [35][1580/2505] lr: 3.750e-03, eta: 1 day, 10:36:56, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8208, loss_cls: 1.6836, loss: 1.6836, grad_norm: 7.6529 2020-08-16 11:57:44,295 - mmaction - INFO - Epoch [35][1600/2505] lr: 3.750e-03, eta: 1 day, 10:36:42, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8255, loss_cls: 1.6079, loss: 1.6079, grad_norm: 7.1405 2020-08-16 11:57:59,358 - mmaction - INFO - Epoch [35][1620/2505] lr: 3.750e-03, eta: 1 day, 10:36:26, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8151, loss_cls: 1.6992, loss: 1.6992, grad_norm: 7.5166 2020-08-16 11:58:14,556 - mmaction - INFO - Epoch [35][1640/2505] lr: 3.750e-03, eta: 1 day, 10:36:11, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6463, loss: 1.6463, grad_norm: 7.4647 2020-08-16 11:58:29,846 - mmaction - INFO - Epoch [35][1660/2505] lr: 3.750e-03, eta: 1 day, 10:35:56, time: 0.765, data_time: 0.008, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8245, loss_cls: 1.6529, loss: 1.6529, grad_norm: 7.4245 2020-08-16 11:58:45,645 - mmaction - INFO - Epoch [35][1680/2505] lr: 3.750e-03, eta: 1 day, 10:35:42, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8276, loss_cls: 1.6464, loss: 1.6464, grad_norm: 7.4750 2020-08-16 11:59:00,862 - mmaction - INFO - Epoch [35][1700/2505] lr: 3.750e-03, eta: 1 day, 10:35:27, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8292, loss_cls: 1.6251, loss: 1.6251, grad_norm: 7.3040 2020-08-16 11:59:16,435 - mmaction - INFO - Epoch [35][1720/2505] lr: 3.750e-03, eta: 1 day, 10:35:12, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8130, loss_cls: 1.6887, loss: 1.6887, grad_norm: 7.5105 2020-08-16 11:59:31,794 - mmaction - INFO - Epoch [35][1740/2505] lr: 3.750e-03, eta: 1 day, 10:34:57, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8146, loss_cls: 1.6792, loss: 1.6792, grad_norm: 7.2446 2020-08-16 11:59:47,360 - mmaction - INFO - Epoch [35][1760/2505] lr: 3.750e-03, eta: 1 day, 10:34:42, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6240, top5_acc: 0.8229, loss_cls: 1.6101, loss: 1.6101, grad_norm: 7.1850 2020-08-16 12:00:02,827 - mmaction - INFO - Epoch [35][1780/2505] lr: 3.750e-03, eta: 1 day, 10:34:28, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8099, loss_cls: 1.6779, loss: 1.6779, grad_norm: 7.2850 2020-08-16 12:00:18,852 - mmaction - INFO - Epoch [35][1800/2505] lr: 3.750e-03, eta: 1 day, 10:34:14, time: 0.791, data_time: 0.027, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8187, loss_cls: 1.6391, loss: 1.6391, grad_norm: 7.1788 2020-08-16 12:00:34,121 - mmaction - INFO - Epoch [35][1820/2505] lr: 3.750e-03, eta: 1 day, 10:33:59, time: 0.773, data_time: 0.021, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8245, loss_cls: 1.6055, loss: 1.6055, grad_norm: 7.3240 2020-08-16 12:00:49,635 - mmaction - INFO - Epoch [35][1840/2505] lr: 3.750e-03, eta: 1 day, 10:33:44, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8005, loss_cls: 1.7532, loss: 1.7532, grad_norm: 7.7100 2020-08-16 12:01:05,165 - mmaction - INFO - Epoch [35][1860/2505] lr: 3.750e-03, eta: 1 day, 10:33:30, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.7943, loss_cls: 1.7451, loss: 1.7451, grad_norm: 7.4554 2020-08-16 12:01:20,617 - mmaction - INFO - Epoch [35][1880/2505] lr: 3.750e-03, eta: 1 day, 10:33:15, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8073, loss_cls: 1.6516, loss: 1.6516, grad_norm: 7.3180 2020-08-16 12:01:35,868 - mmaction - INFO - Epoch [35][1900/2505] lr: 3.750e-03, eta: 1 day, 10:33:00, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8255, loss_cls: 1.6601, loss: 1.6601, grad_norm: 7.2957 2020-08-16 12:01:51,833 - mmaction - INFO - Epoch [35][1920/2505] lr: 3.750e-03, eta: 1 day, 10:32:46, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6441, loss: 1.6441, grad_norm: 7.3275 2020-08-16 12:02:07,431 - mmaction - INFO - Epoch [35][1940/2505] lr: 3.750e-03, eta: 1 day, 10:32:31, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8240, loss_cls: 1.6667, loss: 1.6667, grad_norm: 7.2802 2020-08-16 12:02:22,397 - mmaction - INFO - Epoch [35][1960/2505] lr: 3.750e-03, eta: 1 day, 10:32:16, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8089, loss_cls: 1.7078, loss: 1.7078, grad_norm: 7.5415 2020-08-16 12:02:38,020 - mmaction - INFO - Epoch [35][1980/2505] lr: 3.750e-03, eta: 1 day, 10:32:01, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8031, loss_cls: 1.7279, loss: 1.7279, grad_norm: 7.3886 2020-08-16 12:02:53,401 - mmaction - INFO - Epoch [35][2000/2505] lr: 3.750e-03, eta: 1 day, 10:31:46, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8167, loss_cls: 1.6741, loss: 1.6741, grad_norm: 7.2686 2020-08-16 12:03:09,452 - mmaction - INFO - Epoch [35][2020/2505] lr: 3.750e-03, eta: 1 day, 10:31:33, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8250, loss_cls: 1.6489, loss: 1.6489, grad_norm: 7.2829 2020-08-16 12:03:24,635 - mmaction - INFO - Epoch [35][2040/2505] lr: 3.750e-03, eta: 1 day, 10:31:17, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8120, loss_cls: 1.6877, loss: 1.6877, grad_norm: 7.3556 2020-08-16 12:03:39,725 - mmaction - INFO - Epoch [35][2060/2505] lr: 3.750e-03, eta: 1 day, 10:31:02, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8161, loss_cls: 1.6369, loss: 1.6369, grad_norm: 7.1557 2020-08-16 12:03:55,203 - mmaction - INFO - Epoch [35][2080/2505] lr: 3.750e-03, eta: 1 day, 10:30:47, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8156, loss_cls: 1.6887, loss: 1.6887, grad_norm: 7.3180 2020-08-16 12:04:11,209 - mmaction - INFO - Epoch [35][2100/2505] lr: 3.750e-03, eta: 1 day, 10:30:33, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8302, loss_cls: 1.6478, loss: 1.6478, grad_norm: 7.4935 2020-08-16 12:04:26,723 - mmaction - INFO - Epoch [35][2120/2505] lr: 3.750e-03, eta: 1 day, 10:30:19, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8255, loss_cls: 1.6181, loss: 1.6181, grad_norm: 7.1102 2020-08-16 12:04:42,561 - mmaction - INFO - Epoch [35][2140/2505] lr: 3.750e-03, eta: 1 day, 10:30:04, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8234, loss_cls: 1.6582, loss: 1.6582, grad_norm: 7.3478 2020-08-16 12:04:58,089 - mmaction - INFO - Epoch [35][2160/2505] lr: 3.750e-03, eta: 1 day, 10:29:50, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.7058, loss: 1.7058, grad_norm: 7.4030 2020-08-16 12:05:13,635 - mmaction - INFO - Epoch [35][2180/2505] lr: 3.750e-03, eta: 1 day, 10:29:35, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8312, loss_cls: 1.5892, loss: 1.5892, grad_norm: 7.1920 2020-08-16 12:05:29,322 - mmaction - INFO - Epoch [35][2200/2505] lr: 3.750e-03, eta: 1 day, 10:29:21, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8078, loss_cls: 1.6759, loss: 1.6759, grad_norm: 7.1479 2020-08-16 12:05:44,230 - mmaction - INFO - Epoch [35][2220/2505] lr: 3.750e-03, eta: 1 day, 10:29:05, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8146, loss_cls: 1.6610, loss: 1.6610, grad_norm: 7.3345 2020-08-16 12:05:59,799 - mmaction - INFO - Epoch [35][2240/2505] lr: 3.750e-03, eta: 1 day, 10:28:51, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8219, loss_cls: 1.6426, loss: 1.6426, grad_norm: 7.4766 2020-08-16 12:06:16,219 - mmaction - INFO - Epoch [35][2260/2505] lr: 3.750e-03, eta: 1 day, 10:28:37, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8182, loss_cls: 1.6776, loss: 1.6776, grad_norm: 7.5324 2020-08-16 12:06:30,803 - mmaction - INFO - Epoch [35][2280/2505] lr: 3.750e-03, eta: 1 day, 10:28:21, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6748, loss: 1.6748, grad_norm: 7.4212 2020-08-16 12:06:47,978 - mmaction - INFO - Epoch [35][2300/2505] lr: 3.750e-03, eta: 1 day, 10:28:10, time: 0.857, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8229, loss_cls: 1.6564, loss: 1.6564, grad_norm: 7.3943 2020-08-16 12:07:02,039 - mmaction - INFO - Epoch [35][2320/2505] lr: 3.750e-03, eta: 1 day, 10:27:52, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8031, loss_cls: 1.7202, loss: 1.7202, grad_norm: 7.4682 2020-08-16 12:07:18,477 - mmaction - INFO - Epoch [35][2340/2505] lr: 3.750e-03, eta: 1 day, 10:27:39, time: 0.820, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6308, loss: 1.6308, grad_norm: 7.1357 2020-08-16 12:07:33,597 - mmaction - INFO - Epoch [35][2360/2505] lr: 3.750e-03, eta: 1 day, 10:27:24, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8094, loss_cls: 1.6893, loss: 1.6893, grad_norm: 7.4006 2020-08-16 12:07:48,534 - mmaction - INFO - Epoch [35][2380/2505] lr: 3.750e-03, eta: 1 day, 10:27:08, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7990, loss_cls: 1.7228, loss: 1.7228, grad_norm: 7.4359 2020-08-16 12:08:04,326 - mmaction - INFO - Epoch [35][2400/2505] lr: 3.750e-03, eta: 1 day, 10:26:54, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8130, loss_cls: 1.6728, loss: 1.6728, grad_norm: 7.5168 2020-08-16 12:08:19,516 - mmaction - INFO - Epoch [35][2420/2505] lr: 3.750e-03, eta: 1 day, 10:26:39, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8219, loss_cls: 1.6272, loss: 1.6272, grad_norm: 7.3220 2020-08-16 12:08:35,186 - mmaction - INFO - Epoch [35][2440/2505] lr: 3.750e-03, eta: 1 day, 10:26:24, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8208, loss_cls: 1.6327, loss: 1.6327, grad_norm: 7.0972 2020-08-16 12:08:50,761 - mmaction - INFO - Epoch [35][2460/2505] lr: 3.750e-03, eta: 1 day, 10:26:10, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6084, loss: 1.6084, grad_norm: 7.1704 2020-08-16 12:09:06,307 - mmaction - INFO - Epoch [35][2480/2505] lr: 3.750e-03, eta: 1 day, 10:25:55, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8141, loss_cls: 1.6773, loss: 1.6773, grad_norm: 7.5434 2020-08-16 12:09:21,637 - mmaction - INFO - Epoch [35][2500/2505] lr: 3.750e-03, eta: 1 day, 10:25:40, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.5828, top5_acc: 0.8026, loss_cls: 1.7221, loss: 1.7221, grad_norm: 7.2186 2020-08-16 12:09:25,522 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-08-16 12:09:50,436 - mmaction - INFO - Epoch [36][20/2505] lr: 3.750e-03, eta: 1 day, 10:25:31, time: 1.215, data_time: 0.601, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8135, loss_cls: 1.6657, loss: 1.6657, grad_norm: 7.1310 2020-08-16 12:10:03,810 - mmaction - INFO - Epoch [36][40/2505] lr: 3.750e-03, eta: 1 day, 10:25:12, time: 0.667, data_time: 0.003, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8161, loss_cls: 1.6646, loss: 1.6646, grad_norm: 7.1940 2020-08-16 12:10:18,611 - mmaction - INFO - Epoch [36][60/2505] lr: 3.750e-03, eta: 1 day, 10:24:56, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8307, loss_cls: 1.6265, loss: 1.6265, grad_norm: 7.2672 2020-08-16 12:10:33,966 - mmaction - INFO - Epoch [36][80/2505] lr: 3.750e-03, eta: 1 day, 10:24:41, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8266, loss_cls: 1.6157, loss: 1.6157, grad_norm: 7.4161 2020-08-16 12:10:49,205 - mmaction - INFO - Epoch [36][100/2505] lr: 3.750e-03, eta: 1 day, 10:24:26, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5837, loss: 1.5837, grad_norm: 7.2511 2020-08-16 12:11:04,614 - mmaction - INFO - Epoch [36][120/2505] lr: 3.750e-03, eta: 1 day, 10:24:11, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8307, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.0245 2020-08-16 12:11:19,858 - mmaction - INFO - Epoch [36][140/2505] lr: 3.750e-03, eta: 1 day, 10:23:56, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8219, loss_cls: 1.5744, loss: 1.5744, grad_norm: 7.0321 2020-08-16 12:11:35,108 - mmaction - INFO - Epoch [36][160/2505] lr: 3.750e-03, eta: 1 day, 10:23:41, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8354, loss_cls: 1.5726, loss: 1.5726, grad_norm: 7.3963 2020-08-16 12:11:50,249 - mmaction - INFO - Epoch [36][180/2505] lr: 3.750e-03, eta: 1 day, 10:23:25, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6499, loss: 1.6499, grad_norm: 7.3931 2020-08-16 12:12:06,073 - mmaction - INFO - Epoch [36][200/2505] lr: 3.750e-03, eta: 1 day, 10:23:11, time: 0.791, data_time: 0.002, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8339, loss_cls: 1.5683, loss: 1.5683, grad_norm: 7.1544 2020-08-16 12:12:21,619 - mmaction - INFO - Epoch [36][220/2505] lr: 3.750e-03, eta: 1 day, 10:22:56, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5664, loss: 1.5664, grad_norm: 7.1418 2020-08-16 12:12:37,636 - mmaction - INFO - Epoch [36][240/2505] lr: 3.750e-03, eta: 1 day, 10:22:43, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8224, loss_cls: 1.6017, loss: 1.6017, grad_norm: 7.1785 2020-08-16 12:12:53,336 - mmaction - INFO - Epoch [36][260/2505] lr: 3.750e-03, eta: 1 day, 10:22:28, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8255, loss_cls: 1.5874, loss: 1.5874, grad_norm: 7.1878 2020-08-16 12:13:07,606 - mmaction - INFO - Epoch [36][280/2505] lr: 3.750e-03, eta: 1 day, 10:22:11, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8120, loss_cls: 1.6954, loss: 1.6954, grad_norm: 7.5262 2020-08-16 12:13:22,681 - mmaction - INFO - Epoch [36][300/2505] lr: 3.750e-03, eta: 1 day, 10:21:56, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8422, loss_cls: 1.5788, loss: 1.5788, grad_norm: 7.2710 2020-08-16 12:13:38,583 - mmaction - INFO - Epoch [36][320/2505] lr: 3.750e-03, eta: 1 day, 10:21:42, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6339, top5_acc: 0.8302, loss_cls: 1.5593, loss: 1.5593, grad_norm: 7.1751 2020-08-16 12:13:53,600 - mmaction - INFO - Epoch [36][340/2505] lr: 3.750e-03, eta: 1 day, 10:21:26, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8203, loss_cls: 1.6313, loss: 1.6313, grad_norm: 7.2473 2020-08-16 12:14:09,201 - mmaction - INFO - Epoch [36][360/2505] lr: 3.750e-03, eta: 1 day, 10:21:12, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8229, loss_cls: 1.6244, loss: 1.6244, grad_norm: 7.3143 2020-08-16 12:14:25,344 - mmaction - INFO - Epoch [36][380/2505] lr: 3.750e-03, eta: 1 day, 10:20:58, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8240, loss_cls: 1.6162, loss: 1.6162, grad_norm: 7.0012 2020-08-16 12:14:39,870 - mmaction - INFO - Epoch [36][400/2505] lr: 3.750e-03, eta: 1 day, 10:20:42, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8016, loss_cls: 1.7262, loss: 1.7262, grad_norm: 7.5277 2020-08-16 12:14:54,918 - mmaction - INFO - Epoch [36][420/2505] lr: 3.750e-03, eta: 1 day, 10:20:26, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8302, loss_cls: 1.6145, loss: 1.6145, grad_norm: 7.1267 2020-08-16 12:15:11,266 - mmaction - INFO - Epoch [36][440/2505] lr: 3.750e-03, eta: 1 day, 10:20:13, time: 0.814, data_time: 0.007, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8214, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.2247 2020-08-16 12:15:26,045 - mmaction - INFO - Epoch [36][460/2505] lr: 3.750e-03, eta: 1 day, 10:19:57, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8177, loss_cls: 1.6856, loss: 1.6856, grad_norm: 7.3522 2020-08-16 12:15:41,813 - mmaction - INFO - Epoch [36][480/2505] lr: 3.750e-03, eta: 1 day, 10:19:43, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8276, loss_cls: 1.5958, loss: 1.5958, grad_norm: 7.0634 2020-08-16 12:15:57,078 - mmaction - INFO - Epoch [36][500/2505] lr: 3.750e-03, eta: 1 day, 10:19:28, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8240, loss_cls: 1.6069, loss: 1.6069, grad_norm: 7.3079 2020-08-16 12:16:12,054 - mmaction - INFO - Epoch [36][520/2505] lr: 3.750e-03, eta: 1 day, 10:19:12, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8224, loss_cls: 1.6483, loss: 1.6483, grad_norm: 7.2857 2020-08-16 12:16:27,951 - mmaction - INFO - Epoch [36][540/2505] lr: 3.750e-03, eta: 1 day, 10:18:58, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.6344, top5_acc: 0.8286, loss_cls: 1.5842, loss: 1.5842, grad_norm: 7.3355 2020-08-16 12:16:43,443 - mmaction - INFO - Epoch [36][560/2505] lr: 3.750e-03, eta: 1 day, 10:18:43, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8198, loss_cls: 1.6411, loss: 1.6411, grad_norm: 7.3717 2020-08-16 12:16:58,559 - mmaction - INFO - Epoch [36][580/2505] lr: 3.750e-03, eta: 1 day, 10:18:28, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8115, loss_cls: 1.6500, loss: 1.6500, grad_norm: 7.3391 2020-08-16 12:17:14,028 - mmaction - INFO - Epoch [36][600/2505] lr: 3.750e-03, eta: 1 day, 10:18:13, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8250, loss_cls: 1.6011, loss: 1.6011, grad_norm: 7.0453 2020-08-16 12:17:29,974 - mmaction - INFO - Epoch [36][620/2505] lr: 3.750e-03, eta: 1 day, 10:17:59, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8297, loss_cls: 1.6004, loss: 1.6004, grad_norm: 7.2251 2020-08-16 12:17:44,605 - mmaction - INFO - Epoch [36][640/2505] lr: 3.750e-03, eta: 1 day, 10:17:43, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.5823, top5_acc: 0.8083, loss_cls: 1.7256, loss: 1.7256, grad_norm: 7.4293 2020-08-16 12:18:00,338 - mmaction - INFO - Epoch [36][660/2505] lr: 3.750e-03, eta: 1 day, 10:17:28, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8026, loss_cls: 1.6992, loss: 1.6992, grad_norm: 7.3232 2020-08-16 12:18:15,576 - mmaction - INFO - Epoch [36][680/2505] lr: 3.750e-03, eta: 1 day, 10:17:13, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8276, loss_cls: 1.5992, loss: 1.5992, grad_norm: 7.2605 2020-08-16 12:18:30,644 - mmaction - INFO - Epoch [36][700/2505] lr: 3.750e-03, eta: 1 day, 10:16:58, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8219, loss_cls: 1.6190, loss: 1.6190, grad_norm: 7.2837 2020-08-16 12:18:47,030 - mmaction - INFO - Epoch [36][720/2505] lr: 3.750e-03, eta: 1 day, 10:16:45, time: 0.823, data_time: 0.007, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8255, loss_cls: 1.6123, loss: 1.6123, grad_norm: 7.2716 2020-08-16 12:19:01,677 - mmaction - INFO - Epoch [36][740/2505] lr: 3.750e-03, eta: 1 day, 10:16:28, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8219, loss_cls: 1.6419, loss: 1.6419, grad_norm: 7.4322 2020-08-16 12:19:17,926 - mmaction - INFO - Epoch [36][760/2505] lr: 3.750e-03, eta: 1 day, 10:16:15, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8328, loss_cls: 1.5888, loss: 1.5888, grad_norm: 7.4346 2020-08-16 12:19:32,631 - mmaction - INFO - Epoch [36][780/2505] lr: 3.750e-03, eta: 1 day, 10:15:59, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8130, loss_cls: 1.6894, loss: 1.6894, grad_norm: 7.3969 2020-08-16 12:19:47,715 - mmaction - INFO - Epoch [36][800/2505] lr: 3.750e-03, eta: 1 day, 10:15:43, time: 0.754, data_time: 0.001, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8151, loss_cls: 1.6737, loss: 1.6737, grad_norm: 7.4242 2020-08-16 12:20:03,521 - mmaction - INFO - Epoch [36][820/2505] lr: 3.750e-03, eta: 1 day, 10:15:29, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8214, loss_cls: 1.6423, loss: 1.6423, grad_norm: 7.4256 2020-08-16 12:20:18,957 - mmaction - INFO - Epoch [36][840/2505] lr: 3.750e-03, eta: 1 day, 10:15:14, time: 0.771, data_time: 0.002, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8182, loss_cls: 1.6500, loss: 1.6500, grad_norm: 7.3811 2020-08-16 12:20:34,226 - mmaction - INFO - Epoch [36][860/2505] lr: 3.750e-03, eta: 1 day, 10:14:59, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8245, loss_cls: 1.6770, loss: 1.6770, grad_norm: 7.6434 2020-08-16 12:20:49,671 - mmaction - INFO - Epoch [36][880/2505] lr: 3.750e-03, eta: 1 day, 10:14:44, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8172, loss_cls: 1.6499, loss: 1.6499, grad_norm: 7.1805 2020-08-16 12:21:04,702 - mmaction - INFO - Epoch [36][900/2505] lr: 3.750e-03, eta: 1 day, 10:14:29, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8266, loss_cls: 1.6446, loss: 1.6446, grad_norm: 7.3591 2020-08-16 12:21:20,158 - mmaction - INFO - Epoch [36][920/2505] lr: 3.750e-03, eta: 1 day, 10:14:14, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8323, loss_cls: 1.5609, loss: 1.5609, grad_norm: 7.0716 2020-08-16 12:21:35,477 - mmaction - INFO - Epoch [36][940/2505] lr: 3.750e-03, eta: 1 day, 10:13:59, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8266, loss_cls: 1.5973, loss: 1.5973, grad_norm: 7.2203 2020-08-16 12:21:50,609 - mmaction - INFO - Epoch [36][960/2505] lr: 3.750e-03, eta: 1 day, 10:13:44, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6495, loss: 1.6495, grad_norm: 7.2581 2020-08-16 12:22:06,239 - mmaction - INFO - Epoch [36][980/2505] lr: 3.750e-03, eta: 1 day, 10:13:29, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8141, loss_cls: 1.6974, loss: 1.6974, grad_norm: 7.4465 2020-08-16 12:22:21,651 - mmaction - INFO - Epoch [36][1000/2505] lr: 3.750e-03, eta: 1 day, 10:13:14, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8193, loss_cls: 1.6379, loss: 1.6379, grad_norm: 7.3009 2020-08-16 12:22:36,642 - mmaction - INFO - Epoch [36][1020/2505] lr: 3.750e-03, eta: 1 day, 10:12:59, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8286, loss_cls: 1.6479, loss: 1.6479, grad_norm: 7.4939 2020-08-16 12:22:52,400 - mmaction - INFO - Epoch [36][1040/2505] lr: 3.750e-03, eta: 1 day, 10:12:44, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.5870, top5_acc: 0.8068, loss_cls: 1.7196, loss: 1.7196, grad_norm: 7.5419 2020-08-16 12:23:07,699 - mmaction - INFO - Epoch [36][1060/2505] lr: 3.750e-03, eta: 1 day, 10:12:29, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8104, loss_cls: 1.7497, loss: 1.7497, grad_norm: 7.6076 2020-08-16 12:23:22,911 - mmaction - INFO - Epoch [36][1080/2505] lr: 3.750e-03, eta: 1 day, 10:12:14, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8281, loss_cls: 1.6013, loss: 1.6013, grad_norm: 7.1240 2020-08-16 12:23:38,096 - mmaction - INFO - Epoch [36][1100/2505] lr: 3.750e-03, eta: 1 day, 10:11:59, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8234, loss_cls: 1.6205, loss: 1.6205, grad_norm: 7.4640 2020-08-16 12:23:54,891 - mmaction - INFO - Epoch [36][1120/2505] lr: 3.750e-03, eta: 1 day, 10:11:46, time: 0.840, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8224, loss_cls: 1.6331, loss: 1.6331, grad_norm: 7.5303 2020-08-16 12:24:09,123 - mmaction - INFO - Epoch [36][1140/2505] lr: 3.750e-03, eta: 1 day, 10:11:29, time: 0.712, data_time: 0.002, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8365, loss_cls: 1.5756, loss: 1.5756, grad_norm: 7.2987 2020-08-16 12:24:24,836 - mmaction - INFO - Epoch [36][1160/2505] lr: 3.750e-03, eta: 1 day, 10:11:15, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8125, loss_cls: 1.7112, loss: 1.7112, grad_norm: 7.5544 2020-08-16 12:24:40,964 - mmaction - INFO - Epoch [36][1180/2505] lr: 3.750e-03, eta: 1 day, 10:11:01, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8068, loss_cls: 1.7256, loss: 1.7256, grad_norm: 7.2849 2020-08-16 12:24:55,342 - mmaction - INFO - Epoch [36][1200/2505] lr: 3.750e-03, eta: 1 day, 10:10:45, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5917, loss: 1.5917, grad_norm: 7.3689 2020-08-16 12:25:10,961 - mmaction - INFO - Epoch [36][1220/2505] lr: 3.750e-03, eta: 1 day, 10:10:30, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8224, loss_cls: 1.6373, loss: 1.6373, grad_norm: 7.1036 2020-08-16 12:25:26,570 - mmaction - INFO - Epoch [36][1240/2505] lr: 3.750e-03, eta: 1 day, 10:10:15, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8307, loss_cls: 1.5663, loss: 1.5663, grad_norm: 7.1765 2020-08-16 12:25:41,392 - mmaction - INFO - Epoch [36][1260/2505] lr: 3.750e-03, eta: 1 day, 10:10:00, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8115, loss_cls: 1.6631, loss: 1.6631, grad_norm: 7.3034 2020-08-16 12:25:56,458 - mmaction - INFO - Epoch [36][1280/2505] lr: 3.750e-03, eta: 1 day, 10:09:44, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8307, loss_cls: 1.5933, loss: 1.5933, grad_norm: 7.2124 2020-08-16 12:26:11,253 - mmaction - INFO - Epoch [36][1300/2505] lr: 3.750e-03, eta: 1 day, 10:09:28, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8312, loss_cls: 1.5997, loss: 1.5997, grad_norm: 7.2433 2020-08-16 12:26:26,631 - mmaction - INFO - Epoch [36][1320/2505] lr: 3.750e-03, eta: 1 day, 10:09:13, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.5951, loss: 1.5951, grad_norm: 7.2923 2020-08-16 12:26:42,409 - mmaction - INFO - Epoch [36][1340/2505] lr: 3.750e-03, eta: 1 day, 10:08:59, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8281, loss_cls: 1.6229, loss: 1.6229, grad_norm: 7.4391 2020-08-16 12:26:57,896 - mmaction - INFO - Epoch [36][1360/2505] lr: 3.750e-03, eta: 1 day, 10:08:44, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8214, loss_cls: 1.7053, loss: 1.7053, grad_norm: 7.6023 2020-08-16 12:27:13,224 - mmaction - INFO - Epoch [36][1380/2505] lr: 3.750e-03, eta: 1 day, 10:08:29, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8354, loss_cls: 1.5993, loss: 1.5993, grad_norm: 7.4576 2020-08-16 12:27:28,592 - mmaction - INFO - Epoch [36][1400/2505] lr: 3.750e-03, eta: 1 day, 10:08:14, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8214, loss_cls: 1.6398, loss: 1.6398, grad_norm: 7.1182 2020-08-16 12:27:43,481 - mmaction - INFO - Epoch [36][1420/2505] lr: 3.750e-03, eta: 1 day, 10:07:58, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8094, loss_cls: 1.6709, loss: 1.6709, grad_norm: 7.2548 2020-08-16 12:27:59,314 - mmaction - INFO - Epoch [36][1440/2505] lr: 3.750e-03, eta: 1 day, 10:07:44, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6565, loss: 1.6565, grad_norm: 7.3017 2020-08-16 12:28:14,179 - mmaction - INFO - Epoch [36][1460/2505] lr: 3.750e-03, eta: 1 day, 10:07:28, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8130, loss_cls: 1.6722, loss: 1.6722, grad_norm: 7.2372 2020-08-16 12:28:29,805 - mmaction - INFO - Epoch [36][1480/2505] lr: 3.750e-03, eta: 1 day, 10:07:14, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6732, loss: 1.6732, grad_norm: 7.1926 2020-08-16 12:28:45,949 - mmaction - INFO - Epoch [36][1500/2505] lr: 3.750e-03, eta: 1 day, 10:07:00, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8094, loss_cls: 1.7206, loss: 1.7206, grad_norm: 7.6435 2020-08-16 12:29:00,299 - mmaction - INFO - Epoch [36][1520/2505] lr: 3.750e-03, eta: 1 day, 10:06:43, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.5996, loss: 1.5996, grad_norm: 7.3012 2020-08-16 12:29:16,507 - mmaction - INFO - Epoch [36][1540/2505] lr: 3.750e-03, eta: 1 day, 10:06:30, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8271, loss_cls: 1.6446, loss: 1.6446, grad_norm: 7.5187 2020-08-16 12:29:31,259 - mmaction - INFO - Epoch [36][1560/2505] lr: 3.750e-03, eta: 1 day, 10:06:14, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6652, loss: 1.6652, grad_norm: 7.4472 2020-08-16 12:29:47,373 - mmaction - INFO - Epoch [36][1580/2505] lr: 3.750e-03, eta: 1 day, 10:06:00, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8151, loss_cls: 1.6508, loss: 1.6508, grad_norm: 7.4088 2020-08-16 12:30:04,513 - mmaction - INFO - Epoch [36][1600/2505] lr: 3.750e-03, eta: 1 day, 10:05:48, time: 0.857, data_time: 0.004, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8302, loss_cls: 1.5880, loss: 1.5880, grad_norm: 7.3932 2020-08-16 12:30:19,161 - mmaction - INFO - Epoch [36][1620/2505] lr: 3.750e-03, eta: 1 day, 10:05:32, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8167, loss_cls: 1.6509, loss: 1.6509, grad_norm: 7.4481 2020-08-16 12:30:34,003 - mmaction - INFO - Epoch [36][1640/2505] lr: 3.750e-03, eta: 1 day, 10:05:16, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8167, loss_cls: 1.6551, loss: 1.6551, grad_norm: 7.5347 2020-08-16 12:30:48,996 - mmaction - INFO - Epoch [36][1660/2505] lr: 3.750e-03, eta: 1 day, 10:05:01, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8141, loss_cls: 1.6706, loss: 1.6706, grad_norm: 7.4075 2020-08-16 12:31:04,631 - mmaction - INFO - Epoch [36][1680/2505] lr: 3.750e-03, eta: 1 day, 10:04:46, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6240, top5_acc: 0.8359, loss_cls: 1.5417, loss: 1.5417, grad_norm: 7.2782 2020-08-16 12:31:19,725 - mmaction - INFO - Epoch [36][1700/2505] lr: 3.750e-03, eta: 1 day, 10:04:31, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6415, loss: 1.6415, grad_norm: 7.4410 2020-08-16 12:31:34,793 - mmaction - INFO - Epoch [36][1720/2505] lr: 3.750e-03, eta: 1 day, 10:04:15, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8177, loss_cls: 1.6664, loss: 1.6664, grad_norm: 7.3951 2020-08-16 12:31:49,948 - mmaction - INFO - Epoch [36][1740/2505] lr: 3.750e-03, eta: 1 day, 10:04:00, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8104, loss_cls: 1.6582, loss: 1.6582, grad_norm: 7.2101 2020-08-16 12:32:05,772 - mmaction - INFO - Epoch [36][1760/2505] lr: 3.750e-03, eta: 1 day, 10:03:46, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8188, loss_cls: 1.6458, loss: 1.6458, grad_norm: 7.3307 2020-08-16 12:32:20,619 - mmaction - INFO - Epoch [36][1780/2505] lr: 3.750e-03, eta: 1 day, 10:03:30, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8224, loss_cls: 1.6631, loss: 1.6631, grad_norm: 7.1216 2020-08-16 12:32:35,758 - mmaction - INFO - Epoch [36][1800/2505] lr: 3.750e-03, eta: 1 day, 10:03:14, time: 0.757, data_time: 0.002, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8208, loss_cls: 1.6270, loss: 1.6270, grad_norm: 7.3259 2020-08-16 12:32:51,256 - mmaction - INFO - Epoch [36][1820/2505] lr: 3.750e-03, eta: 1 day, 10:02:59, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8167, loss_cls: 1.6728, loss: 1.6728, grad_norm: 7.3093 2020-08-16 12:33:06,084 - mmaction - INFO - Epoch [36][1840/2505] lr: 3.750e-03, eta: 1 day, 10:02:44, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8120, loss_cls: 1.6773, loss: 1.6773, grad_norm: 7.2398 2020-08-16 12:33:21,308 - mmaction - INFO - Epoch [36][1860/2505] lr: 3.750e-03, eta: 1 day, 10:02:28, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8130, loss_cls: 1.6962, loss: 1.6962, grad_norm: 7.4131 2020-08-16 12:33:36,703 - mmaction - INFO - Epoch [36][1880/2505] lr: 3.750e-03, eta: 1 day, 10:02:13, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8224, loss_cls: 1.6554, loss: 1.6554, grad_norm: 7.5297 2020-08-16 12:33:51,710 - mmaction - INFO - Epoch [36][1900/2505] lr: 3.750e-03, eta: 1 day, 10:01:58, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8203, loss_cls: 1.5998, loss: 1.5998, grad_norm: 7.1105 2020-08-16 12:34:07,953 - mmaction - INFO - Epoch [36][1920/2505] lr: 3.750e-03, eta: 1 day, 10:01:44, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8198, loss_cls: 1.5715, loss: 1.5715, grad_norm: 7.1177 2020-08-16 12:34:22,966 - mmaction - INFO - Epoch [36][1940/2505] lr: 3.750e-03, eta: 1 day, 10:01:29, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8161, loss_cls: 1.6589, loss: 1.6589, grad_norm: 7.3862 2020-08-16 12:34:38,245 - mmaction - INFO - Epoch [36][1960/2505] lr: 3.750e-03, eta: 1 day, 10:01:14, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8318, loss_cls: 1.5906, loss: 1.5906, grad_norm: 7.3293 2020-08-16 12:34:53,151 - mmaction - INFO - Epoch [36][1980/2505] lr: 3.750e-03, eta: 1 day, 10:00:58, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8073, loss_cls: 1.7627, loss: 1.7627, grad_norm: 7.7572 2020-08-16 12:35:08,210 - mmaction - INFO - Epoch [36][2000/2505] lr: 3.750e-03, eta: 1 day, 10:00:42, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8026, loss_cls: 1.7457, loss: 1.7457, grad_norm: 7.5675 2020-08-16 12:35:23,562 - mmaction - INFO - Epoch [36][2020/2505] lr: 3.750e-03, eta: 1 day, 10:00:27, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8245, loss_cls: 1.6549, loss: 1.6549, grad_norm: 7.3106 2020-08-16 12:35:40,028 - mmaction - INFO - Epoch [36][2040/2505] lr: 3.750e-03, eta: 1 day, 10:00:14, time: 0.822, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8161, loss_cls: 1.6842, loss: 1.6842, grad_norm: 7.4042 2020-08-16 12:35:54,212 - mmaction - INFO - Epoch [36][2060/2505] lr: 3.750e-03, eta: 1 day, 9:59:57, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8120, loss_cls: 1.7295, loss: 1.7295, grad_norm: 7.4882 2020-08-16 12:36:09,944 - mmaction - INFO - Epoch [36][2080/2505] lr: 3.750e-03, eta: 1 day, 9:59:43, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8167, loss_cls: 1.6723, loss: 1.6723, grad_norm: 7.2956 2020-08-16 12:36:24,887 - mmaction - INFO - Epoch [36][2100/2505] lr: 3.750e-03, eta: 1 day, 9:59:27, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8031, loss_cls: 1.7897, loss: 1.7897, grad_norm: 7.6212 2020-08-16 12:36:39,578 - mmaction - INFO - Epoch [36][2120/2505] lr: 3.750e-03, eta: 1 day, 9:59:11, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.6281, top5_acc: 0.8464, loss_cls: 1.5508, loss: 1.5508, grad_norm: 7.1157 2020-08-16 12:36:56,535 - mmaction - INFO - Epoch [36][2140/2505] lr: 3.750e-03, eta: 1 day, 9:58:59, time: 0.850, data_time: 0.005, memory: 8343, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7654, loss: 1.7654, grad_norm: 7.6328 2020-08-16 12:37:10,671 - mmaction - INFO - Epoch [36][2160/2505] lr: 3.750e-03, eta: 1 day, 9:58:42, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8172, loss_cls: 1.6935, loss: 1.6935, grad_norm: 7.5656 2020-08-16 12:37:25,540 - mmaction - INFO - Epoch [36][2180/2505] lr: 3.750e-03, eta: 1 day, 9:58:26, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8307, loss_cls: 1.5998, loss: 1.5998, grad_norm: 7.1644 2020-08-16 12:37:41,744 - mmaction - INFO - Epoch [36][2200/2505] lr: 3.750e-03, eta: 1 day, 9:58:12, time: 0.808, data_time: 0.004, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8182, loss_cls: 1.6628, loss: 1.6628, grad_norm: 7.3948 2020-08-16 12:37:56,767 - mmaction - INFO - Epoch [36][2220/2505] lr: 3.750e-03, eta: 1 day, 9:57:57, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8240, loss_cls: 1.6868, loss: 1.6868, grad_norm: 7.3393 2020-08-16 12:38:11,784 - mmaction - INFO - Epoch [36][2240/2505] lr: 3.750e-03, eta: 1 day, 9:57:41, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8245, loss_cls: 1.5944, loss: 1.5944, grad_norm: 7.0717 2020-08-16 12:38:27,181 - mmaction - INFO - Epoch [36][2260/2505] lr: 3.750e-03, eta: 1 day, 9:57:26, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8083, loss_cls: 1.6795, loss: 1.6795, grad_norm: 7.4074 2020-08-16 12:38:41,989 - mmaction - INFO - Epoch [36][2280/2505] lr: 3.750e-03, eta: 1 day, 9:57:10, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8026, loss_cls: 1.7606, loss: 1.7606, grad_norm: 7.6223 2020-08-16 12:38:59,771 - mmaction - INFO - Epoch [36][2300/2505] lr: 3.750e-03, eta: 1 day, 9:57:00, time: 0.891, data_time: 0.006, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8240, loss_cls: 1.6357, loss: 1.6357, grad_norm: 7.3097 2020-08-16 12:39:13,506 - mmaction - INFO - Epoch [36][2320/2505] lr: 3.750e-03, eta: 1 day, 9:56:42, time: 0.684, data_time: 0.004, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8094, loss_cls: 1.7488, loss: 1.7488, grad_norm: 7.4321 2020-08-16 12:39:29,031 - mmaction - INFO - Epoch [36][2340/2505] lr: 3.750e-03, eta: 1 day, 9:56:27, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8083, loss_cls: 1.6516, loss: 1.6516, grad_norm: 7.0445 2020-08-16 12:39:43,850 - mmaction - INFO - Epoch [36][2360/2505] lr: 3.750e-03, eta: 1 day, 9:56:11, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8130, loss_cls: 1.6686, loss: 1.6686, grad_norm: 7.3988 2020-08-16 12:39:59,181 - mmaction - INFO - Epoch [36][2380/2505] lr: 3.750e-03, eta: 1 day, 9:55:56, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8229, loss_cls: 1.6577, loss: 1.6577, grad_norm: 7.2131 2020-08-16 12:40:15,151 - mmaction - INFO - Epoch [36][2400/2505] lr: 3.750e-03, eta: 1 day, 9:55:42, time: 0.795, data_time: 0.002, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8135, loss_cls: 1.6729, loss: 1.6729, grad_norm: 7.3111 2020-08-16 12:40:31,247 - mmaction - INFO - Epoch [36][2420/2505] lr: 3.750e-03, eta: 1 day, 9:55:28, time: 0.808, data_time: 0.007, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8193, loss_cls: 1.7007, loss: 1.7007, grad_norm: 7.3910 2020-08-16 12:40:45,862 - mmaction - INFO - Epoch [36][2440/2505] lr: 3.750e-03, eta: 1 day, 9:55:12, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8104, loss_cls: 1.6695, loss: 1.6695, grad_norm: 7.0789 2020-08-16 12:41:02,087 - mmaction - INFO - Epoch [36][2460/2505] lr: 3.750e-03, eta: 1 day, 9:54:59, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8323, loss_cls: 1.6515, loss: 1.6515, grad_norm: 7.3168 2020-08-16 12:41:16,777 - mmaction - INFO - Epoch [36][2480/2505] lr: 3.750e-03, eta: 1 day, 9:54:42, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8193, loss_cls: 1.6554, loss: 1.6554, grad_norm: 7.4389 2020-08-16 12:41:31,534 - mmaction - INFO - Epoch [36][2500/2505] lr: 3.750e-03, eta: 1 day, 9:54:26, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8161, loss_cls: 1.6060, loss: 1.6060, grad_norm: 7.1974 2020-08-16 12:41:35,398 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-08-16 12:41:56,205 - mmaction - INFO - Epoch [37][20/2505] lr: 3.750e-03, eta: 1 day, 9:54:10, time: 1.020, data_time: 0.400, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8198, loss_cls: 1.6086, loss: 1.6086, grad_norm: 7.3324 2020-08-16 12:42:10,485 - mmaction - INFO - Epoch [37][40/2505] lr: 3.750e-03, eta: 1 day, 9:53:53, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8260, loss_cls: 1.6241, loss: 1.6241, grad_norm: 7.1913 2020-08-16 12:42:24,958 - mmaction - INFO - Epoch [37][60/2505] lr: 3.750e-03, eta: 1 day, 9:53:36, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6606, loss: 1.6606, grad_norm: 7.5488 2020-08-16 12:42:39,956 - mmaction - INFO - Epoch [37][80/2505] lr: 3.750e-03, eta: 1 day, 9:53:21, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8208, loss_cls: 1.6061, loss: 1.6061, grad_norm: 7.1068 2020-08-16 12:42:55,253 - mmaction - INFO - Epoch [37][100/2505] lr: 3.750e-03, eta: 1 day, 9:53:06, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6280, loss: 1.6280, grad_norm: 7.2931 2020-08-16 12:43:10,583 - mmaction - INFO - Epoch [37][120/2505] lr: 3.750e-03, eta: 1 day, 9:52:51, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8224, loss_cls: 1.6386, loss: 1.6386, grad_norm: 7.1963 2020-08-16 12:43:25,265 - mmaction - INFO - Epoch [37][140/2505] lr: 3.750e-03, eta: 1 day, 9:52:34, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8281, loss_cls: 1.5775, loss: 1.5775, grad_norm: 7.1600 2020-08-16 12:43:40,844 - mmaction - INFO - Epoch [37][160/2505] lr: 3.750e-03, eta: 1 day, 9:52:20, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6240, top5_acc: 0.8214, loss_cls: 1.6173, loss: 1.6173, grad_norm: 7.3266 2020-08-16 12:43:55,704 - mmaction - INFO - Epoch [37][180/2505] lr: 3.750e-03, eta: 1 day, 9:52:04, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8292, loss_cls: 1.6086, loss: 1.6086, grad_norm: 7.1694 2020-08-16 12:44:10,513 - mmaction - INFO - Epoch [37][200/2505] lr: 3.750e-03, eta: 1 day, 9:51:48, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8276, loss_cls: 1.6099, loss: 1.6099, grad_norm: 7.1786 2020-08-16 12:44:26,453 - mmaction - INFO - Epoch [37][220/2505] lr: 3.750e-03, eta: 1 day, 9:51:34, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8266, loss_cls: 1.6394, loss: 1.6394, grad_norm: 7.4424 2020-08-16 12:44:42,311 - mmaction - INFO - Epoch [37][240/2505] lr: 3.750e-03, eta: 1 day, 9:51:20, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8234, loss_cls: 1.6072, loss: 1.6072, grad_norm: 7.4327 2020-08-16 12:44:56,464 - mmaction - INFO - Epoch [37][260/2505] lr: 3.750e-03, eta: 1 day, 9:51:03, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8292, loss_cls: 1.6443, loss: 1.6443, grad_norm: 7.5136 2020-08-16 12:45:11,181 - mmaction - INFO - Epoch [37][280/2505] lr: 3.750e-03, eta: 1 day, 9:50:47, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8245, loss_cls: 1.5794, loss: 1.5794, grad_norm: 7.3451 2020-08-16 12:45:26,529 - mmaction - INFO - Epoch [37][300/2505] lr: 3.750e-03, eta: 1 day, 9:50:32, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6739, loss: 1.6739, grad_norm: 7.6428 2020-08-16 12:45:41,198 - mmaction - INFO - Epoch [37][320/2505] lr: 3.750e-03, eta: 1 day, 9:50:15, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8266, loss_cls: 1.5736, loss: 1.5736, grad_norm: 7.1956 2020-08-16 12:45:56,567 - mmaction - INFO - Epoch [37][340/2505] lr: 3.750e-03, eta: 1 day, 9:50:00, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6339, top5_acc: 0.8281, loss_cls: 1.5969, loss: 1.5969, grad_norm: 7.1475 2020-08-16 12:46:11,710 - mmaction - INFO - Epoch [37][360/2505] lr: 3.750e-03, eta: 1 day, 9:49:45, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.6121, loss: 1.6121, grad_norm: 7.2510 2020-08-16 12:46:26,538 - mmaction - INFO - Epoch [37][380/2505] lr: 3.750e-03, eta: 1 day, 9:49:29, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8167, loss_cls: 1.6181, loss: 1.6181, grad_norm: 7.2118 2020-08-16 12:46:41,515 - mmaction - INFO - Epoch [37][400/2505] lr: 3.750e-03, eta: 1 day, 9:49:13, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6188, top5_acc: 0.8245, loss_cls: 1.6023, loss: 1.6023, grad_norm: 7.0683 2020-08-16 12:46:57,410 - mmaction - INFO - Epoch [37][420/2505] lr: 3.750e-03, eta: 1 day, 9:48:59, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8318, loss_cls: 1.6020, loss: 1.6020, grad_norm: 7.1561 2020-08-16 12:47:12,193 - mmaction - INFO - Epoch [37][440/2505] lr: 3.750e-03, eta: 1 day, 9:48:43, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8182, loss_cls: 1.6384, loss: 1.6384, grad_norm: 7.2585 2020-08-16 12:47:27,045 - mmaction - INFO - Epoch [37][460/2505] lr: 3.750e-03, eta: 1 day, 9:48:27, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8146, loss_cls: 1.6472, loss: 1.6472, grad_norm: 7.4963 2020-08-16 12:47:41,827 - mmaction - INFO - Epoch [37][480/2505] lr: 3.750e-03, eta: 1 day, 9:48:11, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8161, loss_cls: 1.6006, loss: 1.6006, grad_norm: 7.1851 2020-08-16 12:47:56,943 - mmaction - INFO - Epoch [37][500/2505] lr: 3.750e-03, eta: 1 day, 9:47:56, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8339, loss_cls: 1.5629, loss: 1.5629, grad_norm: 7.5098 2020-08-16 12:48:11,931 - mmaction - INFO - Epoch [37][520/2505] lr: 3.750e-03, eta: 1 day, 9:47:40, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8187, loss_cls: 1.6338, loss: 1.6338, grad_norm: 7.3685 2020-08-16 12:48:27,663 - mmaction - INFO - Epoch [37][540/2505] lr: 3.750e-03, eta: 1 day, 9:47:26, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8281, loss_cls: 1.6625, loss: 1.6625, grad_norm: 7.5316 2020-08-16 12:48:43,418 - mmaction - INFO - Epoch [37][560/2505] lr: 3.750e-03, eta: 1 day, 9:47:12, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8135, loss_cls: 1.6887, loss: 1.6887, grad_norm: 7.4215 2020-08-16 12:48:57,924 - mmaction - INFO - Epoch [37][580/2505] lr: 3.750e-03, eta: 1 day, 9:46:55, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8214, loss_cls: 1.6246, loss: 1.6246, grad_norm: 7.4602 2020-08-16 12:49:12,813 - mmaction - INFO - Epoch [37][600/2505] lr: 3.750e-03, eta: 1 day, 9:46:39, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8391, loss_cls: 1.5411, loss: 1.5411, grad_norm: 7.1153 2020-08-16 12:49:28,912 - mmaction - INFO - Epoch [37][620/2505] lr: 3.750e-03, eta: 1 day, 9:46:26, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8245, loss_cls: 1.6268, loss: 1.6268, grad_norm: 7.3684 2020-08-16 12:49:43,514 - mmaction - INFO - Epoch [37][640/2505] lr: 3.750e-03, eta: 1 day, 9:46:09, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8203, loss_cls: 1.6260, loss: 1.6260, grad_norm: 7.6045 2020-08-16 12:49:59,018 - mmaction - INFO - Epoch [37][660/2505] lr: 3.750e-03, eta: 1 day, 9:45:55, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8187, loss_cls: 1.6160, loss: 1.6160, grad_norm: 7.3765 2020-08-16 12:50:15,175 - mmaction - INFO - Epoch [37][680/2505] lr: 3.750e-03, eta: 1 day, 9:45:41, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8208, loss_cls: 1.6557, loss: 1.6557, grad_norm: 7.4253 2020-08-16 12:50:29,396 - mmaction - INFO - Epoch [37][700/2505] lr: 3.750e-03, eta: 1 day, 9:45:24, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6996, loss: 1.6996, grad_norm: 7.5972 2020-08-16 12:50:44,138 - mmaction - INFO - Epoch [37][720/2505] lr: 3.750e-03, eta: 1 day, 9:45:08, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8167, loss_cls: 1.6501, loss: 1.6501, grad_norm: 7.2437 2020-08-16 12:51:00,540 - mmaction - INFO - Epoch [37][740/2505] lr: 3.750e-03, eta: 1 day, 9:44:55, time: 0.819, data_time: 0.007, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8276, loss_cls: 1.5949, loss: 1.5949, grad_norm: 7.2974 2020-08-16 12:51:14,845 - mmaction - INFO - Epoch [37][760/2505] lr: 3.750e-03, eta: 1 day, 9:44:38, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8271, loss_cls: 1.5746, loss: 1.5746, grad_norm: 7.0402 2020-08-16 12:51:29,778 - mmaction - INFO - Epoch [37][780/2505] lr: 3.750e-03, eta: 1 day, 9:44:22, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.1956 2020-08-16 12:51:45,364 - mmaction - INFO - Epoch [37][800/2505] lr: 3.750e-03, eta: 1 day, 9:44:08, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8312, loss_cls: 1.6129, loss: 1.6129, grad_norm: 7.4576 2020-08-16 12:52:00,549 - mmaction - INFO - Epoch [37][820/2505] lr: 3.750e-03, eta: 1 day, 9:43:52, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6333, top5_acc: 0.8214, loss_cls: 1.5663, loss: 1.5663, grad_norm: 7.3232 2020-08-16 12:52:15,603 - mmaction - INFO - Epoch [37][840/2505] lr: 3.750e-03, eta: 1 day, 9:43:37, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8260, loss_cls: 1.6208, loss: 1.6208, grad_norm: 7.4361 2020-08-16 12:52:30,999 - mmaction - INFO - Epoch [37][860/2505] lr: 3.750e-03, eta: 1 day, 9:43:22, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8198, loss_cls: 1.6006, loss: 1.6006, grad_norm: 7.2099 2020-08-16 12:52:45,592 - mmaction - INFO - Epoch [37][880/2505] lr: 3.750e-03, eta: 1 day, 9:43:06, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8219, loss_cls: 1.6428, loss: 1.6428, grad_norm: 7.4805 2020-08-16 12:53:01,394 - mmaction - INFO - Epoch [37][900/2505] lr: 3.750e-03, eta: 1 day, 9:42:51, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8083, loss_cls: 1.7438, loss: 1.7438, grad_norm: 7.6448 2020-08-16 12:53:15,723 - mmaction - INFO - Epoch [37][920/2505] lr: 3.750e-03, eta: 1 day, 9:42:35, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.7070, loss: 1.7070, grad_norm: 7.3844 2020-08-16 12:53:30,969 - mmaction - INFO - Epoch [37][940/2505] lr: 3.750e-03, eta: 1 day, 9:42:19, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5945, loss: 1.5945, grad_norm: 7.5338 2020-08-16 12:53:45,670 - mmaction - INFO - Epoch [37][960/2505] lr: 3.750e-03, eta: 1 day, 9:42:03, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8271, loss_cls: 1.6317, loss: 1.6317, grad_norm: 7.3190 2020-08-16 12:54:00,936 - mmaction - INFO - Epoch [37][980/2505] lr: 3.750e-03, eta: 1 day, 9:41:48, time: 0.763, data_time: 0.002, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8224, loss_cls: 1.6241, loss: 1.6241, grad_norm: 7.3214 2020-08-16 12:54:15,862 - mmaction - INFO - Epoch [37][1000/2505] lr: 3.750e-03, eta: 1 day, 9:41:32, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8208, loss_cls: 1.6554, loss: 1.6554, grad_norm: 7.4132 2020-08-16 12:54:30,906 - mmaction - INFO - Epoch [37][1020/2505] lr: 3.750e-03, eta: 1 day, 9:41:17, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8333, loss_cls: 1.5565, loss: 1.5565, grad_norm: 7.1356 2020-08-16 12:54:45,687 - mmaction - INFO - Epoch [37][1040/2505] lr: 3.750e-03, eta: 1 day, 9:41:01, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8125, loss_cls: 1.6564, loss: 1.6564, grad_norm: 7.3841 2020-08-16 12:55:00,777 - mmaction - INFO - Epoch [37][1060/2505] lr: 3.750e-03, eta: 1 day, 9:40:45, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8208, loss_cls: 1.6975, loss: 1.6975, grad_norm: 7.3850 2020-08-16 12:55:16,395 - mmaction - INFO - Epoch [37][1080/2505] lr: 3.750e-03, eta: 1 day, 9:40:31, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8266, loss_cls: 1.5349, loss: 1.5349, grad_norm: 7.0379 2020-08-16 12:55:31,819 - mmaction - INFO - Epoch [37][1100/2505] lr: 3.750e-03, eta: 1 day, 9:40:16, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8193, loss_cls: 1.6244, loss: 1.6244, grad_norm: 7.2795 2020-08-16 12:55:46,565 - mmaction - INFO - Epoch [37][1120/2505] lr: 3.750e-03, eta: 1 day, 9:40:00, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8292, loss_cls: 1.6083, loss: 1.6083, grad_norm: 7.3052 2020-08-16 12:56:01,466 - mmaction - INFO - Epoch [37][1140/2505] lr: 3.750e-03, eta: 1 day, 9:39:44, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8057, loss_cls: 1.6640, loss: 1.6640, grad_norm: 7.3540 2020-08-16 12:56:16,611 - mmaction - INFO - Epoch [37][1160/2505] lr: 3.750e-03, eta: 1 day, 9:39:29, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8224, loss_cls: 1.6485, loss: 1.6485, grad_norm: 7.4010 2020-08-16 12:56:32,162 - mmaction - INFO - Epoch [37][1180/2505] lr: 3.750e-03, eta: 1 day, 9:39:14, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.1331 2020-08-16 12:56:46,856 - mmaction - INFO - Epoch [37][1200/2505] lr: 3.750e-03, eta: 1 day, 9:38:58, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6147, loss: 1.6147, grad_norm: 7.2710 2020-08-16 12:57:01,722 - mmaction - INFO - Epoch [37][1220/2505] lr: 3.750e-03, eta: 1 day, 9:38:42, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8198, loss_cls: 1.6396, loss: 1.6396, grad_norm: 7.4384 2020-08-16 12:57:17,018 - mmaction - INFO - Epoch [37][1240/2505] lr: 3.750e-03, eta: 1 day, 9:38:27, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8318, loss_cls: 1.5558, loss: 1.5558, grad_norm: 7.1485 2020-08-16 12:57:31,715 - mmaction - INFO - Epoch [37][1260/2505] lr: 3.750e-03, eta: 1 day, 9:38:11, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6365, top5_acc: 0.8260, loss_cls: 1.5548, loss: 1.5548, grad_norm: 7.1470 2020-08-16 12:57:47,342 - mmaction - INFO - Epoch [37][1280/2505] lr: 3.750e-03, eta: 1 day, 9:37:56, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8333, loss_cls: 1.5927, loss: 1.5927, grad_norm: 7.1743 2020-08-16 12:58:02,284 - mmaction - INFO - Epoch [37][1300/2505] lr: 3.750e-03, eta: 1 day, 9:37:40, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8083, loss_cls: 1.6820, loss: 1.6820, grad_norm: 7.4635 2020-08-16 12:58:17,892 - mmaction - INFO - Epoch [37][1320/2505] lr: 3.750e-03, eta: 1 day, 9:37:26, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6694, loss: 1.6694, grad_norm: 7.5193 2020-08-16 12:58:32,665 - mmaction - INFO - Epoch [37][1340/2505] lr: 3.750e-03, eta: 1 day, 9:37:10, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8276, loss_cls: 1.6327, loss: 1.6327, grad_norm: 7.4169 2020-08-16 12:58:47,386 - mmaction - INFO - Epoch [37][1360/2505] lr: 3.750e-03, eta: 1 day, 9:36:54, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8109, loss_cls: 1.6506, loss: 1.6506, grad_norm: 7.3583 2020-08-16 12:59:03,043 - mmaction - INFO - Epoch [37][1380/2505] lr: 3.750e-03, eta: 1 day, 9:36:39, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8141, loss_cls: 1.6485, loss: 1.6485, grad_norm: 7.6140 2020-08-16 12:59:17,722 - mmaction - INFO - Epoch [37][1400/2505] lr: 3.750e-03, eta: 1 day, 9:36:23, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8333, loss_cls: 1.5718, loss: 1.5718, grad_norm: 7.5091 2020-08-16 12:59:33,374 - mmaction - INFO - Epoch [37][1420/2505] lr: 3.750e-03, eta: 1 day, 9:36:09, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8052, loss_cls: 1.7812, loss: 1.7812, grad_norm: 7.6676 2020-08-16 12:59:47,911 - mmaction - INFO - Epoch [37][1440/2505] lr: 3.750e-03, eta: 1 day, 9:35:52, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8130, loss_cls: 1.6785, loss: 1.6785, grad_norm: 7.4405 2020-08-16 13:00:03,155 - mmaction - INFO - Epoch [37][1460/2505] lr: 3.750e-03, eta: 1 day, 9:35:37, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8302, loss_cls: 1.5816, loss: 1.5816, grad_norm: 7.1918 2020-08-16 13:00:18,839 - mmaction - INFO - Epoch [37][1480/2505] lr: 3.750e-03, eta: 1 day, 9:35:21, time: 0.744, data_time: 0.003, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8141, loss_cls: 1.6641, loss: 1.6641, grad_norm: 7.2814 2020-08-16 13:00:33,403 - mmaction - INFO - Epoch [37][1500/2505] lr: 3.750e-03, eta: 1 day, 9:35:06, time: 0.767, data_time: 0.053, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8094, loss_cls: 1.6722, loss: 1.6722, grad_norm: 7.3386 2020-08-16 13:00:48,657 - mmaction - INFO - Epoch [37][1520/2505] lr: 3.750e-03, eta: 1 day, 9:34:51, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8271, loss_cls: 1.6216, loss: 1.6216, grad_norm: 7.2854 2020-08-16 13:01:04,229 - mmaction - INFO - Epoch [37][1540/2505] lr: 3.750e-03, eta: 1 day, 9:34:36, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8141, loss_cls: 1.6705, loss: 1.6705, grad_norm: 7.5814 2020-08-16 13:01:18,886 - mmaction - INFO - Epoch [37][1560/2505] lr: 3.750e-03, eta: 1 day, 9:34:20, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8130, loss_cls: 1.6849, loss: 1.6849, grad_norm: 7.3617 2020-08-16 13:01:33,715 - mmaction - INFO - Epoch [37][1580/2505] lr: 3.750e-03, eta: 1 day, 9:34:04, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8167, loss_cls: 1.6721, loss: 1.6721, grad_norm: 7.4978 2020-08-16 13:01:48,504 - mmaction - INFO - Epoch [37][1600/2505] lr: 3.750e-03, eta: 1 day, 9:33:48, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8214, loss_cls: 1.6095, loss: 1.6095, grad_norm: 7.2907 2020-08-16 13:02:03,455 - mmaction - INFO - Epoch [37][1620/2505] lr: 3.750e-03, eta: 1 day, 9:33:33, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8068, loss_cls: 1.6495, loss: 1.6495, grad_norm: 7.0168 2020-08-16 13:02:18,641 - mmaction - INFO - Epoch [37][1640/2505] lr: 3.750e-03, eta: 1 day, 9:33:17, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8323, loss_cls: 1.5651, loss: 1.5651, grad_norm: 7.1988 2020-08-16 13:02:33,455 - mmaction - INFO - Epoch [37][1660/2505] lr: 3.750e-03, eta: 1 day, 9:33:01, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8224, loss_cls: 1.6446, loss: 1.6446, grad_norm: 7.3433 2020-08-16 13:02:48,289 - mmaction - INFO - Epoch [37][1680/2505] lr: 3.750e-03, eta: 1 day, 9:32:45, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5948, top5_acc: 0.8094, loss_cls: 1.7035, loss: 1.7035, grad_norm: 7.5692 2020-08-16 13:03:03,335 - mmaction - INFO - Epoch [37][1700/2505] lr: 3.750e-03, eta: 1 day, 9:32:30, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8021, loss_cls: 1.7633, loss: 1.7633, grad_norm: 7.4661 2020-08-16 13:03:19,692 - mmaction - INFO - Epoch [37][1720/2505] lr: 3.750e-03, eta: 1 day, 9:32:17, time: 0.818, data_time: 0.002, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8177, loss_cls: 1.6541, loss: 1.6541, grad_norm: 7.3508 2020-08-16 13:03:33,897 - mmaction - INFO - Epoch [37][1740/2505] lr: 3.750e-03, eta: 1 day, 9:32:00, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8177, loss_cls: 1.6491, loss: 1.6491, grad_norm: 7.4941 2020-08-16 13:03:48,376 - mmaction - INFO - Epoch [37][1760/2505] lr: 3.750e-03, eta: 1 day, 9:31:43, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8260, loss_cls: 1.6094, loss: 1.6094, grad_norm: 7.3453 2020-08-16 13:04:04,082 - mmaction - INFO - Epoch [37][1780/2505] lr: 3.750e-03, eta: 1 day, 9:31:29, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8094, loss_cls: 1.6906, loss: 1.6906, grad_norm: 7.4201 2020-08-16 13:04:18,586 - mmaction - INFO - Epoch [37][1800/2505] lr: 3.750e-03, eta: 1 day, 9:31:12, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8245, loss_cls: 1.6532, loss: 1.6532, grad_norm: 7.2704 2020-08-16 13:04:33,557 - mmaction - INFO - Epoch [37][1820/2505] lr: 3.750e-03, eta: 1 day, 9:30:57, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8203, loss_cls: 1.6670, loss: 1.6670, grad_norm: 7.3298 2020-08-16 13:04:48,687 - mmaction - INFO - Epoch [37][1840/2505] lr: 3.750e-03, eta: 1 day, 9:30:41, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8276, loss_cls: 1.6201, loss: 1.6201, grad_norm: 7.4377 2020-08-16 13:05:03,533 - mmaction - INFO - Epoch [37][1860/2505] lr: 3.750e-03, eta: 1 day, 9:30:25, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.6810, loss: 1.6810, grad_norm: 7.5912 2020-08-16 13:05:18,274 - mmaction - INFO - Epoch [37][1880/2505] lr: 3.750e-03, eta: 1 day, 9:30:09, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8370, loss_cls: 1.6079, loss: 1.6079, grad_norm: 7.3472 2020-08-16 13:05:33,951 - mmaction - INFO - Epoch [37][1900/2505] lr: 3.750e-03, eta: 1 day, 9:29:55, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8224, loss_cls: 1.6253, loss: 1.6253, grad_norm: 7.3382 2020-08-16 13:05:48,369 - mmaction - INFO - Epoch [37][1920/2505] lr: 3.750e-03, eta: 1 day, 9:29:38, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8292, loss_cls: 1.5833, loss: 1.5833, grad_norm: 7.1948 2020-08-16 13:06:04,357 - mmaction - INFO - Epoch [37][1940/2505] lr: 3.750e-03, eta: 1 day, 9:29:24, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8109, loss_cls: 1.6661, loss: 1.6661, grad_norm: 7.5104 2020-08-16 13:06:18,929 - mmaction - INFO - Epoch [37][1960/2505] lr: 3.750e-03, eta: 1 day, 9:29:08, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.5990, top5_acc: 0.7979, loss_cls: 1.7084, loss: 1.7084, grad_norm: 7.2932 2020-08-16 13:06:34,098 - mmaction - INFO - Epoch [37][1980/2505] lr: 3.750e-03, eta: 1 day, 9:28:53, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8349, loss_cls: 1.5894, loss: 1.5894, grad_norm: 7.3251 2020-08-16 13:06:49,372 - mmaction - INFO - Epoch [37][2000/2505] lr: 3.750e-03, eta: 1 day, 9:28:38, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8031, loss_cls: 1.6833, loss: 1.6833, grad_norm: 7.4111 2020-08-16 13:07:04,534 - mmaction - INFO - Epoch [37][2020/2505] lr: 3.750e-03, eta: 1 day, 9:28:22, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.6233, loss: 1.6233, grad_norm: 7.5206 2020-08-16 13:07:19,715 - mmaction - INFO - Epoch [37][2040/2505] lr: 3.750e-03, eta: 1 day, 9:28:07, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.6333, top5_acc: 0.8297, loss_cls: 1.5662, loss: 1.5662, grad_norm: 7.0677 2020-08-16 13:07:34,849 - mmaction - INFO - Epoch [37][2060/2505] lr: 3.750e-03, eta: 1 day, 9:27:52, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8177, loss_cls: 1.6159, loss: 1.6159, grad_norm: 6.9381 2020-08-16 13:07:49,403 - mmaction - INFO - Epoch [37][2080/2505] lr: 3.750e-03, eta: 1 day, 9:27:35, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8260, loss_cls: 1.5816, loss: 1.5816, grad_norm: 7.0580 2020-08-16 13:08:04,865 - mmaction - INFO - Epoch [37][2100/2505] lr: 3.750e-03, eta: 1 day, 9:27:20, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6605, loss: 1.6605, grad_norm: 7.4362 2020-08-16 13:08:20,226 - mmaction - INFO - Epoch [37][2120/2505] lr: 3.750e-03, eta: 1 day, 9:27:05, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8167, loss_cls: 1.6544, loss: 1.6544, grad_norm: 7.3479 2020-08-16 13:08:34,323 - mmaction - INFO - Epoch [37][2140/2505] lr: 3.750e-03, eta: 1 day, 9:26:48, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8198, loss_cls: 1.6623, loss: 1.6623, grad_norm: 7.3201 2020-08-16 13:08:48,733 - mmaction - INFO - Epoch [37][2160/2505] lr: 3.750e-03, eta: 1 day, 9:26:32, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5984, top5_acc: 0.8099, loss_cls: 1.7163, loss: 1.7163, grad_norm: 7.3786 2020-08-16 13:09:03,935 - mmaction - INFO - Epoch [37][2180/2505] lr: 3.750e-03, eta: 1 day, 9:26:16, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8120, loss_cls: 1.6766, loss: 1.6766, grad_norm: 7.2480 2020-08-16 13:09:19,144 - mmaction - INFO - Epoch [37][2200/2505] lr: 3.750e-03, eta: 1 day, 9:26:01, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8104, loss_cls: 1.7008, loss: 1.7008, grad_norm: 7.4514 2020-08-16 13:09:33,990 - mmaction - INFO - Epoch [37][2220/2505] lr: 3.750e-03, eta: 1 day, 9:25:45, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5937, top5_acc: 0.8052, loss_cls: 1.7172, loss: 1.7172, grad_norm: 7.5963 2020-08-16 13:09:49,209 - mmaction - INFO - Epoch [37][2240/2505] lr: 3.750e-03, eta: 1 day, 9:25:30, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8135, loss_cls: 1.7219, loss: 1.7219, grad_norm: 7.5135 2020-08-16 13:10:03,947 - mmaction - INFO - Epoch [37][2260/2505] lr: 3.750e-03, eta: 1 day, 9:25:14, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7571, loss: 1.7571, grad_norm: 7.3463 2020-08-16 13:10:18,966 - mmaction - INFO - Epoch [37][2280/2505] lr: 3.750e-03, eta: 1 day, 9:24:58, time: 0.753, data_time: 0.003, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8156, loss_cls: 1.6899, loss: 1.6899, grad_norm: 7.2430 2020-08-16 13:10:33,657 - mmaction - INFO - Epoch [37][2300/2505] lr: 3.750e-03, eta: 1 day, 9:24:42, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8016, loss_cls: 1.7288, loss: 1.7288, grad_norm: 7.5187 2020-08-16 13:10:48,478 - mmaction - INFO - Epoch [37][2320/2505] lr: 3.750e-03, eta: 1 day, 9:24:26, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8245, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.2805 2020-08-16 13:11:03,240 - mmaction - INFO - Epoch [37][2340/2505] lr: 3.750e-03, eta: 1 day, 9:24:10, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8115, loss_cls: 1.6701, loss: 1.6701, grad_norm: 7.2112 2020-08-16 13:11:18,324 - mmaction - INFO - Epoch [37][2360/2505] lr: 3.750e-03, eta: 1 day, 9:23:55, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8141, loss_cls: 1.6834, loss: 1.6834, grad_norm: 7.4731 2020-08-16 13:11:33,253 - mmaction - INFO - Epoch [37][2380/2505] lr: 3.750e-03, eta: 1 day, 9:23:39, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8370, loss_cls: 1.5929, loss: 1.5929, grad_norm: 7.3364 2020-08-16 13:11:48,731 - mmaction - INFO - Epoch [37][2400/2505] lr: 3.750e-03, eta: 1 day, 9:23:24, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8141, loss_cls: 1.6541, loss: 1.6541, grad_norm: 7.2871 2020-08-16 13:12:03,183 - mmaction - INFO - Epoch [37][2420/2505] lr: 3.750e-03, eta: 1 day, 9:23:08, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7348, loss: 1.7348, grad_norm: 7.7681 2020-08-16 13:12:18,897 - mmaction - INFO - Epoch [37][2440/2505] lr: 3.750e-03, eta: 1 day, 9:22:53, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8177, loss_cls: 1.5988, loss: 1.5988, grad_norm: 7.1131 2020-08-16 13:12:33,126 - mmaction - INFO - Epoch [37][2460/2505] lr: 3.750e-03, eta: 1 day, 9:22:36, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8214, loss_cls: 1.6224, loss: 1.6224, grad_norm: 7.1841 2020-08-16 13:12:47,776 - mmaction - INFO - Epoch [37][2480/2505] lr: 3.750e-03, eta: 1 day, 9:22:20, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8250, loss_cls: 1.5897, loss: 1.5897, grad_norm: 7.5003 2020-08-16 13:13:02,814 - mmaction - INFO - Epoch [37][2500/2505] lr: 3.750e-03, eta: 1 day, 9:22:05, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5619, loss: 1.5619, grad_norm: 7.4153 2020-08-16 13:13:06,681 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-08-16 13:13:31,318 - mmaction - INFO - Epoch [38][20/2505] lr: 3.750e-03, eta: 1 day, 9:21:54, time: 1.201, data_time: 0.591, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8224, loss_cls: 1.6102, loss: 1.6102, grad_norm: 7.1184 2020-08-16 13:13:44,152 - mmaction - INFO - Epoch [38][40/2505] lr: 3.750e-03, eta: 1 day, 9:21:35, time: 0.643, data_time: 0.006, memory: 8343, top1_acc: 0.5839, top5_acc: 0.8234, loss_cls: 1.6489, loss: 1.6489, grad_norm: 7.3718 2020-08-16 13:13:58,031 - mmaction - INFO - Epoch [38][60/2505] lr: 3.750e-03, eta: 1 day, 9:21:17, time: 0.694, data_time: 0.002, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8292, loss_cls: 1.5795, loss: 1.5795, grad_norm: 7.1510 2020-08-16 13:14:13,160 - mmaction - INFO - Epoch [38][80/2505] lr: 3.750e-03, eta: 1 day, 9:21:02, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8250, loss_cls: 1.5996, loss: 1.5996, grad_norm: 7.1513 2020-08-16 13:14:27,903 - mmaction - INFO - Epoch [38][100/2505] lr: 3.750e-03, eta: 1 day, 9:20:46, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8172, loss_cls: 1.6476, loss: 1.6476, grad_norm: 7.3144 2020-08-16 13:14:43,880 - mmaction - INFO - Epoch [38][120/2505] lr: 3.750e-03, eta: 1 day, 9:20:32, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8344, loss_cls: 1.5660, loss: 1.5660, grad_norm: 7.1454 2020-08-16 13:14:57,832 - mmaction - INFO - Epoch [38][140/2505] lr: 3.750e-03, eta: 1 day, 9:20:15, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8344, loss_cls: 1.5686, loss: 1.5686, grad_norm: 7.2309 2020-08-16 13:15:12,519 - mmaction - INFO - Epoch [38][160/2505] lr: 3.750e-03, eta: 1 day, 9:19:58, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8224, loss_cls: 1.6111, loss: 1.6111, grad_norm: 7.1651 2020-08-16 13:15:27,932 - mmaction - INFO - Epoch [38][180/2505] lr: 3.750e-03, eta: 1 day, 9:19:44, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8276, loss_cls: 1.6189, loss: 1.6189, grad_norm: 7.0960 2020-08-16 13:15:42,568 - mmaction - INFO - Epoch [38][200/2505] lr: 3.750e-03, eta: 1 day, 9:19:27, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6240, top5_acc: 0.8318, loss_cls: 1.5901, loss: 1.5901, grad_norm: 7.1912 2020-08-16 13:15:58,332 - mmaction - INFO - Epoch [38][220/2505] lr: 3.750e-03, eta: 1 day, 9:19:13, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8094, loss_cls: 1.6492, loss: 1.6492, grad_norm: 7.2640 2020-08-16 13:16:13,198 - mmaction - INFO - Epoch [38][240/2505] lr: 3.750e-03, eta: 1 day, 9:18:57, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8266, loss_cls: 1.6332, loss: 1.6332, grad_norm: 7.2493 2020-08-16 13:16:28,189 - mmaction - INFO - Epoch [38][260/2505] lr: 3.750e-03, eta: 1 day, 9:18:42, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8286, loss_cls: 1.6103, loss: 1.6103, grad_norm: 7.4274 2020-08-16 13:16:43,061 - mmaction - INFO - Epoch [38][280/2505] lr: 3.750e-03, eta: 1 day, 9:18:26, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6286, top5_acc: 0.8323, loss_cls: 1.5667, loss: 1.5667, grad_norm: 7.2690 2020-08-16 13:16:58,209 - mmaction - INFO - Epoch [38][300/2505] lr: 3.750e-03, eta: 1 day, 9:18:11, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6297, top5_acc: 0.8349, loss_cls: 1.5789, loss: 1.5789, grad_norm: 7.3942 2020-08-16 13:17:12,587 - mmaction - INFO - Epoch [38][320/2505] lr: 3.750e-03, eta: 1 day, 9:17:54, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8245, loss_cls: 1.6093, loss: 1.6093, grad_norm: 7.2533 2020-08-16 13:17:27,489 - mmaction - INFO - Epoch [38][340/2505] lr: 3.750e-03, eta: 1 day, 9:17:38, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8297, loss_cls: 1.6079, loss: 1.6079, grad_norm: 7.3925 2020-08-16 13:17:43,142 - mmaction - INFO - Epoch [38][360/2505] lr: 3.750e-03, eta: 1 day, 9:17:24, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8359, loss_cls: 1.5772, loss: 1.5772, grad_norm: 7.0169 2020-08-16 13:17:57,690 - mmaction - INFO - Epoch [38][380/2505] lr: 3.750e-03, eta: 1 day, 9:17:07, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8245, loss_cls: 1.6214, loss: 1.6214, grad_norm: 7.3258 2020-08-16 13:18:12,657 - mmaction - INFO - Epoch [38][400/2505] lr: 3.750e-03, eta: 1 day, 9:16:52, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8354, loss_cls: 1.6118, loss: 1.6118, grad_norm: 7.4641 2020-08-16 13:18:27,598 - mmaction - INFO - Epoch [38][420/2505] lr: 3.750e-03, eta: 1 day, 9:16:36, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6328, top5_acc: 0.8286, loss_cls: 1.5706, loss: 1.5706, grad_norm: 7.2595 2020-08-16 13:18:42,519 - mmaction - INFO - Epoch [38][440/2505] lr: 3.750e-03, eta: 1 day, 9:16:20, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8219, loss_cls: 1.6477, loss: 1.6477, grad_norm: 7.4378 2020-08-16 13:18:57,608 - mmaction - INFO - Epoch [38][460/2505] lr: 3.750e-03, eta: 1 day, 9:16:05, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8245, loss_cls: 1.6309, loss: 1.6309, grad_norm: 7.6983 2020-08-16 13:19:12,278 - mmaction - INFO - Epoch [38][480/2505] lr: 3.750e-03, eta: 1 day, 9:15:49, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8245, loss_cls: 1.6143, loss: 1.6143, grad_norm: 7.2458 2020-08-16 13:19:27,285 - mmaction - INFO - Epoch [38][500/2505] lr: 3.750e-03, eta: 1 day, 9:15:33, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8307, loss_cls: 1.5733, loss: 1.5733, grad_norm: 7.1595 2020-08-16 13:19:43,207 - mmaction - INFO - Epoch [38][520/2505] lr: 3.750e-03, eta: 1 day, 9:15:19, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6495, top5_acc: 0.8443, loss_cls: 1.4912, loss: 1.4912, grad_norm: 6.9060 2020-08-16 13:19:59,777 - mmaction - INFO - Epoch [38][540/2505] lr: 3.750e-03, eta: 1 day, 9:15:06, time: 0.831, data_time: 0.007, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8203, loss_cls: 1.5763, loss: 1.5763, grad_norm: 7.2107 2020-08-16 13:20:13,943 - mmaction - INFO - Epoch [38][560/2505] lr: 3.750e-03, eta: 1 day, 9:14:49, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8281, loss_cls: 1.5947, loss: 1.5947, grad_norm: 7.3166 2020-08-16 13:20:28,732 - mmaction - INFO - Epoch [38][580/2505] lr: 3.750e-03, eta: 1 day, 9:14:33, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8318, loss_cls: 1.5975, loss: 1.5975, grad_norm: 7.3633 2020-08-16 13:20:44,861 - mmaction - INFO - Epoch [38][600/2505] lr: 3.750e-03, eta: 1 day, 9:14:19, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8385, loss_cls: 1.5789, loss: 1.5789, grad_norm: 7.2538 2020-08-16 13:20:59,119 - mmaction - INFO - Epoch [38][620/2505] lr: 3.750e-03, eta: 1 day, 9:14:03, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.6396, top5_acc: 0.8318, loss_cls: 1.5667, loss: 1.5667, grad_norm: 7.2656 2020-08-16 13:21:14,854 - mmaction - INFO - Epoch [38][640/2505] lr: 3.750e-03, eta: 1 day, 9:13:48, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8318, loss_cls: 1.5611, loss: 1.5611, grad_norm: 7.3575 2020-08-16 13:21:30,395 - mmaction - INFO - Epoch [38][660/2505] lr: 3.750e-03, eta: 1 day, 9:13:33, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8286, loss_cls: 1.6136, loss: 1.6136, grad_norm: 7.4160 2020-08-16 13:21:45,197 - mmaction - INFO - Epoch [38][680/2505] lr: 3.750e-03, eta: 1 day, 9:13:17, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8266, loss_cls: 1.6070, loss: 1.6070, grad_norm: 7.3546 2020-08-16 13:22:00,298 - mmaction - INFO - Epoch [38][700/2505] lr: 3.750e-03, eta: 1 day, 9:13:02, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6286, top5_acc: 0.8276, loss_cls: 1.5809, loss: 1.5809, grad_norm: 7.1644 2020-08-16 13:22:16,556 - mmaction - INFO - Epoch [38][720/2505] lr: 3.750e-03, eta: 1 day, 9:12:49, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8281, loss_cls: 1.6340, loss: 1.6340, grad_norm: 7.4177 2020-08-16 13:22:31,304 - mmaction - INFO - Epoch [38][740/2505] lr: 3.750e-03, eta: 1 day, 9:12:33, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8208, loss_cls: 1.6493, loss: 1.6493, grad_norm: 7.3317 2020-08-16 13:22:48,282 - mmaction - INFO - Epoch [38][760/2505] lr: 3.750e-03, eta: 1 day, 9:12:20, time: 0.846, data_time: 0.006, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8370, loss_cls: 1.5849, loss: 1.5849, grad_norm: 7.4033 2020-08-16 13:23:03,418 - mmaction - INFO - Epoch [38][780/2505] lr: 3.750e-03, eta: 1 day, 9:12:05, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8005, loss_cls: 1.6863, loss: 1.6863, grad_norm: 7.4135 2020-08-16 13:23:18,291 - mmaction - INFO - Epoch [38][800/2505] lr: 3.750e-03, eta: 1 day, 9:11:49, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8271, loss_cls: 1.5971, loss: 1.5971, grad_norm: 7.2130 2020-08-16 13:23:33,363 - mmaction - INFO - Epoch [38][820/2505] lr: 3.750e-03, eta: 1 day, 9:11:34, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8312, loss_cls: 1.5817, loss: 1.5817, grad_norm: 7.2429 2020-08-16 13:23:48,916 - mmaction - INFO - Epoch [38][840/2505] lr: 3.750e-03, eta: 1 day, 9:11:19, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8286, loss_cls: 1.5749, loss: 1.5749, grad_norm: 7.4884 2020-08-16 13:24:04,617 - mmaction - INFO - Epoch [38][860/2505] lr: 3.750e-03, eta: 1 day, 9:11:05, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8135, loss_cls: 1.6221, loss: 1.6221, grad_norm: 7.3248 2020-08-16 13:24:19,301 - mmaction - INFO - Epoch [38][880/2505] lr: 3.750e-03, eta: 1 day, 9:10:48, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8062, loss_cls: 1.7280, loss: 1.7280, grad_norm: 7.5399 2020-08-16 13:24:34,744 - mmaction - INFO - Epoch [38][900/2505] lr: 3.750e-03, eta: 1 day, 9:10:34, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8187, loss_cls: 1.6766, loss: 1.6766, grad_norm: 7.4618 2020-08-16 13:24:49,870 - mmaction - INFO - Epoch [38][920/2505] lr: 3.750e-03, eta: 1 day, 9:10:18, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5502, loss: 1.5502, grad_norm: 7.3416 2020-08-16 13:25:06,406 - mmaction - INFO - Epoch [38][940/2505] lr: 3.750e-03, eta: 1 day, 9:10:05, time: 0.829, data_time: 0.006, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8208, loss_cls: 1.6403, loss: 1.6403, grad_norm: 7.4607 2020-08-16 13:25:21,074 - mmaction - INFO - Epoch [38][960/2505] lr: 3.750e-03, eta: 1 day, 9:09:49, time: 0.734, data_time: 0.002, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8349, loss_cls: 1.5867, loss: 1.5867, grad_norm: 7.2303 2020-08-16 13:25:37,076 - mmaction - INFO - Epoch [38][980/2505] lr: 3.750e-03, eta: 1 day, 9:09:35, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7072, loss: 1.7072, grad_norm: 7.3371 2020-08-16 13:25:51,679 - mmaction - INFO - Epoch [38][1000/2505] lr: 3.750e-03, eta: 1 day, 9:09:19, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8177, loss_cls: 1.6956, loss: 1.6956, grad_norm: 7.6927 2020-08-16 13:26:06,857 - mmaction - INFO - Epoch [38][1020/2505] lr: 3.750e-03, eta: 1 day, 9:09:04, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8339, loss_cls: 1.5969, loss: 1.5969, grad_norm: 7.1765 2020-08-16 13:26:22,945 - mmaction - INFO - Epoch [38][1040/2505] lr: 3.750e-03, eta: 1 day, 9:08:50, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8125, loss_cls: 1.6599, loss: 1.6599, grad_norm: 7.7524 2020-08-16 13:26:37,864 - mmaction - INFO - Epoch [38][1060/2505] lr: 3.750e-03, eta: 1 day, 9:08:34, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8255, loss_cls: 1.6689, loss: 1.6689, grad_norm: 7.5290 2020-08-16 13:26:54,802 - mmaction - INFO - Epoch [38][1080/2505] lr: 3.750e-03, eta: 1 day, 9:08:22, time: 0.847, data_time: 0.005, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8260, loss_cls: 1.6405, loss: 1.6405, grad_norm: 7.3304 2020-08-16 13:27:09,046 - mmaction - INFO - Epoch [38][1100/2505] lr: 3.750e-03, eta: 1 day, 9:08:05, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8156, loss_cls: 1.6623, loss: 1.6623, grad_norm: 7.5518 2020-08-16 13:27:24,638 - mmaction - INFO - Epoch [38][1120/2505] lr: 3.750e-03, eta: 1 day, 9:07:50, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8130, loss_cls: 1.6819, loss: 1.6819, grad_norm: 7.5122 2020-08-16 13:27:41,857 - mmaction - INFO - Epoch [38][1140/2505] lr: 3.750e-03, eta: 1 day, 9:07:38, time: 0.859, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8370, loss_cls: 1.5714, loss: 1.5714, grad_norm: 7.2397 2020-08-16 13:27:56,553 - mmaction - INFO - Epoch [38][1160/2505] lr: 3.750e-03, eta: 1 day, 9:07:22, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8151, loss_cls: 1.6667, loss: 1.6667, grad_norm: 7.5375 2020-08-16 13:28:12,340 - mmaction - INFO - Epoch [38][1180/2505] lr: 3.750e-03, eta: 1 day, 9:07:08, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8167, loss_cls: 1.6445, loss: 1.6445, grad_norm: 7.2696 2020-08-16 13:28:27,593 - mmaction - INFO - Epoch [38][1200/2505] lr: 3.750e-03, eta: 1 day, 9:06:53, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8307, loss_cls: 1.6113, loss: 1.6113, grad_norm: 7.2306 2020-08-16 13:28:42,542 - mmaction - INFO - Epoch [38][1220/2505] lr: 3.750e-03, eta: 1 day, 9:06:37, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8234, loss_cls: 1.5760, loss: 1.5760, grad_norm: 7.2107 2020-08-16 13:28:57,831 - mmaction - INFO - Epoch [38][1240/2505] lr: 3.750e-03, eta: 1 day, 9:06:22, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8266, loss_cls: 1.6265, loss: 1.6265, grad_norm: 7.3798 2020-08-16 13:29:13,764 - mmaction - INFO - Epoch [38][1260/2505] lr: 3.750e-03, eta: 1 day, 9:06:08, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8318, loss_cls: 1.5773, loss: 1.5773, grad_norm: 7.3438 2020-08-16 13:29:28,885 - mmaction - INFO - Epoch [38][1280/2505] lr: 3.750e-03, eta: 1 day, 9:05:53, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8089, loss_cls: 1.6353, loss: 1.6353, grad_norm: 7.2348 2020-08-16 13:29:43,865 - mmaction - INFO - Epoch [38][1300/2505] lr: 3.750e-03, eta: 1 day, 9:05:37, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8318, loss_cls: 1.5599, loss: 1.5599, grad_norm: 7.1167 2020-08-16 13:29:59,498 - mmaction - INFO - Epoch [38][1320/2505] lr: 3.750e-03, eta: 1 day, 9:05:22, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5901, loss: 1.5901, grad_norm: 7.2051 2020-08-16 13:30:14,651 - mmaction - INFO - Epoch [38][1340/2505] lr: 3.750e-03, eta: 1 day, 9:05:07, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8260, loss_cls: 1.6566, loss: 1.6566, grad_norm: 7.6106 2020-08-16 13:30:30,251 - mmaction - INFO - Epoch [38][1360/2505] lr: 3.750e-03, eta: 1 day, 9:04:52, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8115, loss_cls: 1.6930, loss: 1.6930, grad_norm: 7.3422 2020-08-16 13:30:45,954 - mmaction - INFO - Epoch [38][1380/2505] lr: 3.750e-03, eta: 1 day, 9:04:38, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6318, top5_acc: 0.8359, loss_cls: 1.5543, loss: 1.5543, grad_norm: 7.2524 2020-08-16 13:31:01,159 - mmaction - INFO - Epoch [38][1400/2505] lr: 3.750e-03, eta: 1 day, 9:04:23, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8214, loss_cls: 1.5906, loss: 1.5906, grad_norm: 7.3287 2020-08-16 13:31:17,425 - mmaction - INFO - Epoch [38][1420/2505] lr: 3.750e-03, eta: 1 day, 9:04:09, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.5880, top5_acc: 0.8026, loss_cls: 1.7625, loss: 1.7625, grad_norm: 7.6104 2020-08-16 13:31:32,648 - mmaction - INFO - Epoch [38][1440/2505] lr: 3.750e-03, eta: 1 day, 9:03:54, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8167, loss_cls: 1.6626, loss: 1.6626, grad_norm: 7.4349 2020-08-16 13:31:48,146 - mmaction - INFO - Epoch [38][1460/2505] lr: 3.750e-03, eta: 1 day, 9:03:39, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.6003, loss: 1.6003, grad_norm: 7.1955 2020-08-16 13:32:03,782 - mmaction - INFO - Epoch [38][1480/2505] lr: 3.750e-03, eta: 1 day, 9:03:25, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.5911, top5_acc: 0.8182, loss_cls: 1.6491, loss: 1.6491, grad_norm: 7.3499 2020-08-16 13:32:20,122 - mmaction - INFO - Epoch [38][1500/2505] lr: 3.750e-03, eta: 1 day, 9:03:11, time: 0.814, data_time: 0.006, memory: 8343, top1_acc: 0.6328, top5_acc: 0.8203, loss_cls: 1.5677, loss: 1.5677, grad_norm: 7.1212 2020-08-16 13:32:36,603 - mmaction - INFO - Epoch [38][1520/2505] lr: 3.750e-03, eta: 1 day, 9:02:58, time: 0.828, data_time: 0.007, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8286, loss_cls: 1.6471, loss: 1.6471, grad_norm: 7.3360 2020-08-16 13:32:51,839 - mmaction - INFO - Epoch [38][1540/2505] lr: 3.750e-03, eta: 1 day, 9:02:43, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8240, loss_cls: 1.6230, loss: 1.6230, grad_norm: 7.3848 2020-08-16 13:33:07,068 - mmaction - INFO - Epoch [38][1560/2505] lr: 3.750e-03, eta: 1 day, 9:02:28, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6302, top5_acc: 0.8193, loss_cls: 1.5578, loss: 1.5578, grad_norm: 7.0337 2020-08-16 13:33:23,038 - mmaction - INFO - Epoch [38][1580/2505] lr: 3.750e-03, eta: 1 day, 9:02:14, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8401, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.2522 2020-08-16 13:33:39,188 - mmaction - INFO - Epoch [38][1600/2505] lr: 3.750e-03, eta: 1 day, 9:02:00, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8354, loss_cls: 1.5540, loss: 1.5540, grad_norm: 7.3602 2020-08-16 13:33:54,519 - mmaction - INFO - Epoch [38][1620/2505] lr: 3.750e-03, eta: 1 day, 9:01:45, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8198, loss_cls: 1.6476, loss: 1.6476, grad_norm: 7.3111 2020-08-16 13:34:09,735 - mmaction - INFO - Epoch [38][1640/2505] lr: 3.750e-03, eta: 1 day, 9:01:30, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8193, loss_cls: 1.6547, loss: 1.6547, grad_norm: 7.3066 2020-08-16 13:34:25,111 - mmaction - INFO - Epoch [38][1660/2505] lr: 3.750e-03, eta: 1 day, 9:01:15, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8240, loss_cls: 1.5638, loss: 1.5638, grad_norm: 7.1185 2020-08-16 13:34:41,518 - mmaction - INFO - Epoch [38][1680/2505] lr: 3.750e-03, eta: 1 day, 9:01:01, time: 0.819, data_time: 0.007, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8208, loss_cls: 1.6348, loss: 1.6348, grad_norm: 7.3944 2020-08-16 13:34:56,267 - mmaction - INFO - Epoch [38][1700/2505] lr: 3.750e-03, eta: 1 day, 9:00:46, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8198, loss_cls: 1.6754, loss: 1.6754, grad_norm: 7.5021 2020-08-16 13:35:12,022 - mmaction - INFO - Epoch [38][1720/2505] lr: 3.750e-03, eta: 1 day, 9:00:31, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8234, loss_cls: 1.5957, loss: 1.5957, grad_norm: 7.2340 2020-08-16 13:35:27,067 - mmaction - INFO - Epoch [38][1740/2505] lr: 3.750e-03, eta: 1 day, 9:00:16, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8083, loss_cls: 1.6961, loss: 1.6961, grad_norm: 7.4462 2020-08-16 13:35:43,236 - mmaction - INFO - Epoch [38][1760/2505] lr: 3.750e-03, eta: 1 day, 9:00:02, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8214, loss_cls: 1.6206, loss: 1.6206, grad_norm: 7.2056 2020-08-16 13:35:59,092 - mmaction - INFO - Epoch [38][1780/2505] lr: 3.750e-03, eta: 1 day, 8:59:48, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8167, loss_cls: 1.6909, loss: 1.6909, grad_norm: 7.3839 2020-08-16 13:36:14,878 - mmaction - INFO - Epoch [38][1800/2505] lr: 3.750e-03, eta: 1 day, 8:59:34, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8234, loss_cls: 1.6336, loss: 1.6336, grad_norm: 7.2602 2020-08-16 13:36:30,032 - mmaction - INFO - Epoch [38][1820/2505] lr: 3.750e-03, eta: 1 day, 8:59:18, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8219, loss_cls: 1.6272, loss: 1.6272, grad_norm: 7.0854 2020-08-16 13:36:45,184 - mmaction - INFO - Epoch [38][1840/2505] lr: 3.750e-03, eta: 1 day, 8:59:03, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8240, loss_cls: 1.6171, loss: 1.6171, grad_norm: 7.2323 2020-08-16 13:37:00,805 - mmaction - INFO - Epoch [38][1860/2505] lr: 3.750e-03, eta: 1 day, 8:58:48, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8078, loss_cls: 1.6868, loss: 1.6868, grad_norm: 7.5433 2020-08-16 13:37:16,753 - mmaction - INFO - Epoch [38][1880/2505] lr: 3.750e-03, eta: 1 day, 8:58:34, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.6254, loss: 1.6254, grad_norm: 7.4684 2020-08-16 13:37:33,392 - mmaction - INFO - Epoch [38][1900/2505] lr: 3.750e-03, eta: 1 day, 8:58:21, time: 0.834, data_time: 0.006, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6147, loss: 1.6147, grad_norm: 7.3114 2020-08-16 13:37:48,965 - mmaction - INFO - Epoch [38][1920/2505] lr: 3.750e-03, eta: 1 day, 8:58:07, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8052, loss_cls: 1.6824, loss: 1.6824, grad_norm: 7.3881 2020-08-16 13:38:04,780 - mmaction - INFO - Epoch [38][1940/2505] lr: 3.750e-03, eta: 1 day, 8:57:52, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.6159, loss: 1.6159, grad_norm: 7.2853 2020-08-16 13:38:21,088 - mmaction - INFO - Epoch [38][1960/2505] lr: 3.750e-03, eta: 1 day, 8:57:39, time: 0.815, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8255, loss_cls: 1.6331, loss: 1.6331, grad_norm: 7.4023 2020-08-16 13:38:35,376 - mmaction - INFO - Epoch [38][1980/2505] lr: 3.750e-03, eta: 1 day, 8:57:22, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8198, loss_cls: 1.6639, loss: 1.6639, grad_norm: 7.3409 2020-08-16 13:38:51,437 - mmaction - INFO - Epoch [38][2000/2505] lr: 3.750e-03, eta: 1 day, 8:57:08, time: 0.803, data_time: 0.002, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8167, loss_cls: 1.6714, loss: 1.6714, grad_norm: 7.3044 2020-08-16 13:39:07,342 - mmaction - INFO - Epoch [38][2020/2505] lr: 3.750e-03, eta: 1 day, 8:56:54, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8177, loss_cls: 1.6288, loss: 1.6288, grad_norm: 7.1946 2020-08-16 13:39:23,629 - mmaction - INFO - Epoch [38][2040/2505] lr: 3.750e-03, eta: 1 day, 8:56:41, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8198, loss_cls: 1.6414, loss: 1.6414, grad_norm: 7.5425 2020-08-16 13:39:38,701 - mmaction - INFO - Epoch [38][2060/2505] lr: 3.750e-03, eta: 1 day, 8:56:25, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8240, loss_cls: 1.6341, loss: 1.6341, grad_norm: 7.2720 2020-08-16 13:39:54,378 - mmaction - INFO - Epoch [38][2080/2505] lr: 3.750e-03, eta: 1 day, 8:56:11, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8016, loss_cls: 1.6932, loss: 1.6932, grad_norm: 7.3280 2020-08-16 13:40:11,880 - mmaction - INFO - Epoch [38][2100/2505] lr: 3.750e-03, eta: 1 day, 8:55:59, time: 0.876, data_time: 0.002, memory: 8343, top1_acc: 0.6286, top5_acc: 0.8302, loss_cls: 1.5868, loss: 1.5868, grad_norm: 7.2985 2020-08-16 13:40:26,792 - mmaction - INFO - Epoch [38][2120/2505] lr: 3.750e-03, eta: 1 day, 8:55:43, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8281, loss_cls: 1.6274, loss: 1.6274, grad_norm: 7.3532 2020-08-16 13:40:41,962 - mmaction - INFO - Epoch [38][2140/2505] lr: 3.750e-03, eta: 1 day, 8:55:28, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8245, loss_cls: 1.5943, loss: 1.5943, grad_norm: 7.1335 2020-08-16 13:40:57,702 - mmaction - INFO - Epoch [38][2160/2505] lr: 3.750e-03, eta: 1 day, 8:55:14, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8323, loss_cls: 1.5411, loss: 1.5411, grad_norm: 7.3128 2020-08-16 13:41:13,433 - mmaction - INFO - Epoch [38][2180/2505] lr: 3.750e-03, eta: 1 day, 8:54:59, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8073, loss_cls: 1.6467, loss: 1.6467, grad_norm: 7.3295 2020-08-16 13:41:29,748 - mmaction - INFO - Epoch [38][2200/2505] lr: 3.750e-03, eta: 1 day, 8:54:46, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8276, loss_cls: 1.6003, loss: 1.6003, grad_norm: 7.4668 2020-08-16 13:41:44,826 - mmaction - INFO - Epoch [38][2220/2505] lr: 3.750e-03, eta: 1 day, 8:54:31, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8167, loss_cls: 1.6472, loss: 1.6472, grad_norm: 7.5487 2020-08-16 13:42:00,822 - mmaction - INFO - Epoch [38][2240/2505] lr: 3.750e-03, eta: 1 day, 8:54:17, time: 0.800, data_time: 0.002, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8172, loss_cls: 1.6463, loss: 1.6463, grad_norm: 7.5335 2020-08-16 13:42:16,732 - mmaction - INFO - Epoch [38][2260/2505] lr: 3.750e-03, eta: 1 day, 8:54:02, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8271, loss_cls: 1.5986, loss: 1.5986, grad_norm: 7.2629 2020-08-16 13:42:32,839 - mmaction - INFO - Epoch [38][2280/2505] lr: 3.750e-03, eta: 1 day, 8:53:49, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6913, loss: 1.6913, grad_norm: 7.3842 2020-08-16 13:42:48,065 - mmaction - INFO - Epoch [38][2300/2505] lr: 3.750e-03, eta: 1 day, 8:53:33, time: 0.761, data_time: 0.008, memory: 8343, top1_acc: 0.5927, top5_acc: 0.7995, loss_cls: 1.7179, loss: 1.7179, grad_norm: 7.3600 2020-08-16 13:43:04,552 - mmaction - INFO - Epoch [38][2320/2505] lr: 3.750e-03, eta: 1 day, 8:53:20, time: 0.822, data_time: 0.007, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8240, loss_cls: 1.6418, loss: 1.6418, grad_norm: 7.2684 2020-08-16 13:43:19,346 - mmaction - INFO - Epoch [38][2340/2505] lr: 3.750e-03, eta: 1 day, 8:53:04, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8203, loss_cls: 1.6319, loss: 1.6319, grad_norm: 7.3439 2020-08-16 13:43:35,254 - mmaction - INFO - Epoch [38][2360/2505] lr: 3.750e-03, eta: 1 day, 8:52:50, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8214, loss_cls: 1.6415, loss: 1.6415, grad_norm: 7.4801 2020-08-16 13:43:50,631 - mmaction - INFO - Epoch [38][2380/2505] lr: 3.750e-03, eta: 1 day, 8:52:35, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8187, loss_cls: 1.6289, loss: 1.6289, grad_norm: 7.4120 2020-08-16 13:44:06,689 - mmaction - INFO - Epoch [38][2400/2505] lr: 3.750e-03, eta: 1 day, 8:52:21, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8146, loss_cls: 1.7213, loss: 1.7213, grad_norm: 7.5274 2020-08-16 13:44:22,265 - mmaction - INFO - Epoch [38][2420/2505] lr: 3.750e-03, eta: 1 day, 8:52:07, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8052, loss_cls: 1.7074, loss: 1.7074, grad_norm: 7.6501 2020-08-16 13:44:37,834 - mmaction - INFO - Epoch [38][2440/2505] lr: 3.750e-03, eta: 1 day, 8:51:52, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8349, loss_cls: 1.5746, loss: 1.5746, grad_norm: 7.2882 2020-08-16 13:44:54,837 - mmaction - INFO - Epoch [38][2460/2505] lr: 3.750e-03, eta: 1 day, 8:51:40, time: 0.854, data_time: 0.007, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8177, loss_cls: 1.6582, loss: 1.6582, grad_norm: 7.3024 2020-08-16 13:45:10,429 - mmaction - INFO - Epoch [38][2480/2505] lr: 3.750e-03, eta: 1 day, 8:51:25, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8208, loss_cls: 1.6343, loss: 1.6343, grad_norm: 7.2831 2020-08-16 13:45:26,546 - mmaction - INFO - Epoch [38][2500/2505] lr: 3.750e-03, eta: 1 day, 8:51:11, time: 0.809, data_time: 0.007, memory: 8343, top1_acc: 0.6370, top5_acc: 0.8312, loss_cls: 1.5607, loss: 1.5607, grad_norm: 7.2312 2020-08-16 13:45:30,191 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-08-16 13:45:51,083 - mmaction - INFO - Epoch [39][20/2505] lr: 3.750e-03, eta: 1 day, 8:50:54, time: 1.022, data_time: 0.400, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8302, loss_cls: 1.5728, loss: 1.5728, grad_norm: 7.3978 2020-08-16 13:46:06,013 - mmaction - INFO - Epoch [39][40/2505] lr: 3.750e-03, eta: 1 day, 8:50:39, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6302, top5_acc: 0.8234, loss_cls: 1.6132, loss: 1.6132, grad_norm: 7.3094 2020-08-16 13:46:21,354 - mmaction - INFO - Epoch [39][60/2505] lr: 3.750e-03, eta: 1 day, 8:50:24, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8313, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.1393 2020-08-16 13:46:37,004 - mmaction - INFO - Epoch [39][80/2505] lr: 3.750e-03, eta: 1 day, 8:50:09, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.5952, loss: 1.5952, grad_norm: 7.1618 2020-08-16 13:46:52,145 - mmaction - INFO - Epoch [39][100/2505] lr: 3.750e-03, eta: 1 day, 8:49:54, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6396, top5_acc: 0.8448, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.9297 2020-08-16 13:47:07,647 - mmaction - INFO - Epoch [39][120/2505] lr: 3.750e-03, eta: 1 day, 8:49:39, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6323, top5_acc: 0.8281, loss_cls: 1.5897, loss: 1.5897, grad_norm: 7.1218 2020-08-16 13:47:23,718 - mmaction - INFO - Epoch [39][140/2505] lr: 3.750e-03, eta: 1 day, 8:49:25, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8375, loss_cls: 1.5450, loss: 1.5450, grad_norm: 7.2750 2020-08-16 13:47:39,340 - mmaction - INFO - Epoch [39][160/2505] lr: 3.750e-03, eta: 1 day, 8:49:11, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8333, loss_cls: 1.5830, loss: 1.5830, grad_norm: 7.2908 2020-08-16 13:47:54,499 - mmaction - INFO - Epoch [39][180/2505] lr: 3.750e-03, eta: 1 day, 8:48:55, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6318, top5_acc: 0.8417, loss_cls: 1.5110, loss: 1.5110, grad_norm: 7.0532 2020-08-16 13:48:10,057 - mmaction - INFO - Epoch [39][200/2505] lr: 3.750e-03, eta: 1 day, 8:48:41, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8292, loss_cls: 1.5803, loss: 1.5803, grad_norm: 7.1360 2020-08-16 13:48:25,323 - mmaction - INFO - Epoch [39][220/2505] lr: 3.750e-03, eta: 1 day, 8:48:25, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6302, top5_acc: 0.8385, loss_cls: 1.5400, loss: 1.5400, grad_norm: 7.2667 2020-08-16 13:48:40,839 - mmaction - INFO - Epoch [39][240/2505] lr: 3.750e-03, eta: 1 day, 8:48:11, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8354, loss_cls: 1.5850, loss: 1.5850, grad_norm: 7.4010 2020-08-16 13:48:56,073 - mmaction - INFO - Epoch [39][260/2505] lr: 3.750e-03, eta: 1 day, 8:47:55, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8255, loss_cls: 1.5876, loss: 1.5876, grad_norm: 7.1414 2020-08-16 13:49:11,877 - mmaction - INFO - Epoch [39][280/2505] lr: 3.750e-03, eta: 1 day, 8:47:41, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8198, loss_cls: 1.6174, loss: 1.6174, grad_norm: 7.3566 2020-08-16 13:49:27,158 - mmaction - INFO - Epoch [39][300/2505] lr: 3.750e-03, eta: 1 day, 8:47:26, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8286, loss_cls: 1.5536, loss: 1.5536, grad_norm: 7.0605 2020-08-16 13:49:43,328 - mmaction - INFO - Epoch [39][320/2505] lr: 3.750e-03, eta: 1 day, 8:47:12, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8365, loss_cls: 1.5784, loss: 1.5784, grad_norm: 7.3634 2020-08-16 13:49:57,881 - mmaction - INFO - Epoch [39][340/2505] lr: 3.750e-03, eta: 1 day, 8:46:56, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.6302, top5_acc: 0.8240, loss_cls: 1.5660, loss: 1.5660, grad_norm: 7.1319 2020-08-16 13:50:13,143 - mmaction - INFO - Epoch [39][360/2505] lr: 3.750e-03, eta: 1 day, 8:46:41, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6068, top5_acc: 0.8130, loss_cls: 1.6747, loss: 1.6747, grad_norm: 7.5884 2020-08-16 13:50:28,600 - mmaction - INFO - Epoch [39][380/2505] lr: 3.750e-03, eta: 1 day, 8:46:26, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8281, loss_cls: 1.6052, loss: 1.6052, grad_norm: 7.3329 2020-08-16 13:50:44,544 - mmaction - INFO - Epoch [39][400/2505] lr: 3.750e-03, eta: 1 day, 8:46:12, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8391, loss_cls: 1.5430, loss: 1.5430, grad_norm: 7.3315 2020-08-16 13:50:59,974 - mmaction - INFO - Epoch [39][420/2505] lr: 3.750e-03, eta: 1 day, 8:45:57, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8276, loss_cls: 1.5977, loss: 1.5977, grad_norm: 7.2684 2020-08-16 13:51:14,771 - mmaction - INFO - Epoch [39][440/2505] lr: 3.750e-03, eta: 1 day, 8:45:41, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8255, loss_cls: 1.6313, loss: 1.6313, grad_norm: 7.2459 2020-08-16 13:51:30,810 - mmaction - INFO - Epoch [39][460/2505] lr: 3.750e-03, eta: 1 day, 8:45:27, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8333, loss_cls: 1.6142, loss: 1.6142, grad_norm: 7.2856 2020-08-16 13:51:45,659 - mmaction - INFO - Epoch [39][480/2505] lr: 3.750e-03, eta: 1 day, 8:45:11, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6333, top5_acc: 0.8349, loss_cls: 1.5524, loss: 1.5524, grad_norm: 7.2650 2020-08-16 13:52:01,294 - mmaction - INFO - Epoch [39][500/2505] lr: 3.750e-03, eta: 1 day, 8:44:57, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8151, loss_cls: 1.6444, loss: 1.6444, grad_norm: 7.3872 2020-08-16 13:52:16,218 - mmaction - INFO - Epoch [39][520/2505] lr: 3.750e-03, eta: 1 day, 8:44:41, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8344, loss_cls: 1.5720, loss: 1.5720, grad_norm: 7.3758 2020-08-16 13:52:32,325 - mmaction - INFO - Epoch [39][540/2505] lr: 3.750e-03, eta: 1 day, 8:44:27, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8156, loss_cls: 1.6925, loss: 1.6925, grad_norm: 7.5337 2020-08-16 13:52:46,872 - mmaction - INFO - Epoch [39][560/2505] lr: 3.750e-03, eta: 1 day, 8:44:11, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8151, loss_cls: 1.6121, loss: 1.6121, grad_norm: 7.2584 2020-08-16 13:53:02,133 - mmaction - INFO - Epoch [39][580/2505] lr: 3.750e-03, eta: 1 day, 8:43:56, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8333, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.2003 2020-08-16 13:53:17,991 - mmaction - INFO - Epoch [39][600/2505] lr: 3.750e-03, eta: 1 day, 8:43:41, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8151, loss_cls: 1.5918, loss: 1.5918, grad_norm: 7.2514 2020-08-16 13:53:33,241 - mmaction - INFO - Epoch [39][620/2505] lr: 3.750e-03, eta: 1 day, 8:43:26, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8302, loss_cls: 1.5966, loss: 1.5966, grad_norm: 7.1508 2020-08-16 13:53:48,698 - mmaction - INFO - Epoch [39][640/2505] lr: 3.750e-03, eta: 1 day, 8:43:11, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8333, loss_cls: 1.5976, loss: 1.5976, grad_norm: 7.2578 2020-08-16 13:54:04,453 - mmaction - INFO - Epoch [39][660/2505] lr: 3.750e-03, eta: 1 day, 8:42:57, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8083, loss_cls: 1.7218, loss: 1.7218, grad_norm: 7.5350 2020-08-16 13:54:19,242 - mmaction - INFO - Epoch [39][680/2505] lr: 3.750e-03, eta: 1 day, 8:42:41, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6375, top5_acc: 0.8323, loss_cls: 1.5653, loss: 1.5653, grad_norm: 7.1984 2020-08-16 13:54:35,542 - mmaction - INFO - Epoch [39][700/2505] lr: 3.750e-03, eta: 1 day, 8:42:27, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.6302, top5_acc: 0.8349, loss_cls: 1.5513, loss: 1.5513, grad_norm: 7.1432 2020-08-16 13:54:49,972 - mmaction - INFO - Epoch [39][720/2505] lr: 3.750e-03, eta: 1 day, 8:42:11, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8203, loss_cls: 1.6251, loss: 1.6251, grad_norm: 7.2358 2020-08-16 13:55:04,964 - mmaction - INFO - Epoch [39][740/2505] lr: 3.750e-03, eta: 1 day, 8:41:55, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8214, loss_cls: 1.6063, loss: 1.6063, grad_norm: 7.3895 2020-08-16 13:55:20,607 - mmaction - INFO - Epoch [39][760/2505] lr: 3.750e-03, eta: 1 day, 8:41:41, time: 0.782, data_time: 0.002, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8193, loss_cls: 1.6293, loss: 1.6293, grad_norm: 7.2650 2020-08-16 13:55:35,317 - mmaction - INFO - Epoch [39][780/2505] lr: 3.750e-03, eta: 1 day, 8:41:25, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8203, loss_cls: 1.5958, loss: 1.5958, grad_norm: 7.2470 2020-08-16 13:55:51,019 - mmaction - INFO - Epoch [39][800/2505] lr: 3.750e-03, eta: 1 day, 8:41:10, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8234, loss_cls: 1.6174, loss: 1.6174, grad_norm: 7.3358 2020-08-16 13:56:06,260 - mmaction - INFO - Epoch [39][820/2505] lr: 3.750e-03, eta: 1 day, 8:40:55, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6391, top5_acc: 0.8427, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.1936 2020-08-16 13:56:20,768 - mmaction - INFO - Epoch [39][840/2505] lr: 3.750e-03, eta: 1 day, 8:40:38, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8266, loss_cls: 1.6022, loss: 1.6022, grad_norm: 7.5055 2020-08-16 13:56:36,368 - mmaction - INFO - Epoch [39][860/2505] lr: 3.750e-03, eta: 1 day, 8:40:24, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8052, loss_cls: 1.7255, loss: 1.7255, grad_norm: 7.5880 2020-08-16 13:56:50,888 - mmaction - INFO - Epoch [39][880/2505] lr: 3.750e-03, eta: 1 day, 8:40:07, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8427, loss_cls: 1.5696, loss: 1.5696, grad_norm: 7.1772 2020-08-16 13:57:06,651 - mmaction - INFO - Epoch [39][900/2505] lr: 3.750e-03, eta: 1 day, 8:39:53, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8141, loss_cls: 1.6794, loss: 1.6794, grad_norm: 7.6380 2020-08-16 13:57:21,171 - mmaction - INFO - Epoch [39][920/2505] lr: 3.750e-03, eta: 1 day, 8:39:37, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8198, loss_cls: 1.6676, loss: 1.6676, grad_norm: 7.5067 2020-08-16 13:57:36,001 - mmaction - INFO - Epoch [39][940/2505] lr: 3.750e-03, eta: 1 day, 8:39:21, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6120, loss: 1.6120, grad_norm: 7.4000 2020-08-16 13:57:52,108 - mmaction - INFO - Epoch [39][960/2505] lr: 3.750e-03, eta: 1 day, 8:39:07, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8344, loss_cls: 1.5565, loss: 1.5565, grad_norm: 7.1957 2020-08-16 13:58:07,205 - mmaction - INFO - Epoch [39][980/2505] lr: 3.750e-03, eta: 1 day, 8:38:52, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6295, loss: 1.6295, grad_norm: 7.4079 2020-08-16 13:58:21,913 - mmaction - INFO - Epoch [39][1000/2505] lr: 3.750e-03, eta: 1 day, 8:38:36, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8021, loss_cls: 1.7143, loss: 1.7143, grad_norm: 7.4679 2020-08-16 13:58:37,083 - mmaction - INFO - Epoch [39][1020/2505] lr: 3.750e-03, eta: 1 day, 8:38:20, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8323, loss_cls: 1.6025, loss: 1.6025, grad_norm: 7.4457 2020-08-16 13:58:51,716 - mmaction - INFO - Epoch [39][1040/2505] lr: 3.750e-03, eta: 1 day, 8:38:04, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6646, loss: 1.6646, grad_norm: 7.6370 2020-08-16 13:59:06,850 - mmaction - INFO - Epoch [39][1060/2505] lr: 3.750e-03, eta: 1 day, 8:37:49, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8307, loss_cls: 1.5925, loss: 1.5925, grad_norm: 7.2637 2020-08-16 13:59:21,944 - mmaction - INFO - Epoch [39][1080/2505] lr: 3.750e-03, eta: 1 day, 8:37:33, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8297, loss_cls: 1.6116, loss: 1.6116, grad_norm: 7.3944 2020-08-16 13:59:37,062 - mmaction - INFO - Epoch [39][1100/2505] lr: 3.750e-03, eta: 1 day, 8:37:18, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6224, top5_acc: 0.8297, loss_cls: 1.6126, loss: 1.6126, grad_norm: 7.5092 2020-08-16 13:59:51,711 - mmaction - INFO - Epoch [39][1120/2505] lr: 3.750e-03, eta: 1 day, 8:37:02, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6312, top5_acc: 0.8276, loss_cls: 1.5877, loss: 1.5877, grad_norm: 7.1481 2020-08-16 14:00:11,679 - mmaction - INFO - Epoch [39][1140/2505] lr: 3.750e-03, eta: 1 day, 8:36:54, time: 0.988, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8365, loss_cls: 1.5675, loss: 1.5675, grad_norm: 7.2200 2020-08-16 14:00:24,998 - mmaction - INFO - Epoch [39][1160/2505] lr: 3.750e-03, eta: 1 day, 8:36:36, time: 0.676, data_time: 0.022, memory: 8343, top1_acc: 0.6031, top5_acc: 0.8182, loss_cls: 1.6565, loss: 1.6565, grad_norm: 7.8348 2020-08-16 14:00:39,724 - mmaction - INFO - Epoch [39][1180/2505] lr: 3.750e-03, eta: 1 day, 8:36:20, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6255, top5_acc: 0.8297, loss_cls: 1.5575, loss: 1.5575, grad_norm: 7.1602 2020-08-16 14:00:54,658 - mmaction - INFO - Epoch [39][1200/2505] lr: 3.750e-03, eta: 1 day, 8:36:04, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8224, loss_cls: 1.6192, loss: 1.6192, grad_norm: 7.4271 2020-08-16 14:01:09,627 - mmaction - INFO - Epoch [39][1220/2505] lr: 3.750e-03, eta: 1 day, 8:35:48, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.6323, top5_acc: 0.8302, loss_cls: 1.5830, loss: 1.5830, grad_norm: 7.1033 2020-08-16 14:01:24,478 - mmaction - INFO - Epoch [39][1240/2505] lr: 3.750e-03, eta: 1 day, 8:35:32, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.6585, loss: 1.6585, grad_norm: 7.6655 2020-08-16 14:01:39,949 - mmaction - INFO - Epoch [39][1260/2505] lr: 3.750e-03, eta: 1 day, 8:35:17, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8318, loss_cls: 1.6248, loss: 1.6248, grad_norm: 7.3346 2020-08-16 14:01:54,784 - mmaction - INFO - Epoch [39][1280/2505] lr: 3.750e-03, eta: 1 day, 8:35:02, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.6437, top5_acc: 0.8328, loss_cls: 1.5076, loss: 1.5076, grad_norm: 7.0272 2020-08-16 14:02:10,453 - mmaction - INFO - Epoch [39][1300/2505] lr: 3.750e-03, eta: 1 day, 8:34:47, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6354, top5_acc: 0.8297, loss_cls: 1.5107, loss: 1.5107, grad_norm: 7.0683 2020-08-16 14:02:25,205 - mmaction - INFO - Epoch [39][1320/2505] lr: 3.750e-03, eta: 1 day, 8:34:31, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8302, loss_cls: 1.6044, loss: 1.6044, grad_norm: 7.2002 2020-08-16 14:02:40,862 - mmaction - INFO - Epoch [39][1340/2505] lr: 3.750e-03, eta: 1 day, 8:34:17, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8260, loss_cls: 1.6326, loss: 1.6326, grad_norm: 7.4413 2020-08-16 14:02:55,976 - mmaction - INFO - Epoch [39][1360/2505] lr: 3.750e-03, eta: 1 day, 8:34:01, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8292, loss_cls: 1.5949, loss: 1.5949, grad_norm: 7.3220 2020-08-16 14:03:10,820 - mmaction - INFO - Epoch [39][1380/2505] lr: 3.750e-03, eta: 1 day, 8:33:45, time: 0.742, data_time: 0.002, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8177, loss_cls: 1.6183, loss: 1.6183, grad_norm: 7.4000 2020-08-16 14:03:25,967 - mmaction - INFO - Epoch [39][1400/2505] lr: 3.750e-03, eta: 1 day, 8:33:30, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6242, loss: 1.6242, grad_norm: 7.3534 2020-08-16 14:03:41,546 - mmaction - INFO - Epoch [39][1420/2505] lr: 3.750e-03, eta: 1 day, 8:33:15, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8250, loss_cls: 1.6119, loss: 1.6119, grad_norm: 7.2932 2020-08-16 14:03:56,562 - mmaction - INFO - Epoch [39][1440/2505] lr: 3.750e-03, eta: 1 day, 8:33:00, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6286, top5_acc: 0.8208, loss_cls: 1.6184, loss: 1.6184, grad_norm: 7.3267 2020-08-16 14:04:11,094 - mmaction - INFO - Epoch [39][1460/2505] lr: 3.750e-03, eta: 1 day, 8:32:43, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8458, loss_cls: 1.5264, loss: 1.5264, grad_norm: 7.1352 2020-08-16 14:04:26,157 - mmaction - INFO - Epoch [39][1480/2505] lr: 3.750e-03, eta: 1 day, 8:32:28, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8130, loss_cls: 1.6510, loss: 1.6510, grad_norm: 7.4267 2020-08-16 14:04:40,884 - mmaction - INFO - Epoch [39][1500/2505] lr: 3.750e-03, eta: 1 day, 8:32:12, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8151, loss_cls: 1.6062, loss: 1.6062, grad_norm: 7.3051 2020-08-16 14:04:56,073 - mmaction - INFO - Epoch [39][1520/2505] lr: 3.750e-03, eta: 1 day, 8:31:57, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8359, loss_cls: 1.5687, loss: 1.5687, grad_norm: 7.1538 2020-08-16 14:05:10,978 - mmaction - INFO - Epoch [39][1540/2505] lr: 3.750e-03, eta: 1 day, 8:31:41, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.7046, loss: 1.7046, grad_norm: 7.5821 2020-08-16 14:05:25,869 - mmaction - INFO - Epoch [39][1560/2505] lr: 3.750e-03, eta: 1 day, 8:31:25, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8156, loss_cls: 1.6046, loss: 1.6046, grad_norm: 7.2506 2020-08-16 14:05:41,013 - mmaction - INFO - Epoch [39][1580/2505] lr: 3.750e-03, eta: 1 day, 8:31:10, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8323, loss_cls: 1.6024, loss: 1.6024, grad_norm: 7.3367 2020-08-16 14:05:55,877 - mmaction - INFO - Epoch [39][1600/2505] lr: 3.750e-03, eta: 1 day, 8:30:54, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8328, loss_cls: 1.5901, loss: 1.5901, grad_norm: 7.4984 2020-08-16 14:06:11,428 - mmaction - INFO - Epoch [39][1620/2505] lr: 3.750e-03, eta: 1 day, 8:30:39, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8250, loss_cls: 1.6382, loss: 1.6382, grad_norm: 7.4595 2020-08-16 14:06:26,926 - mmaction - INFO - Epoch [39][1640/2505] lr: 3.750e-03, eta: 1 day, 8:30:24, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6448, top5_acc: 0.8422, loss_cls: 1.4996, loss: 1.4996, grad_norm: 7.1355 2020-08-16 14:06:41,382 - mmaction - INFO - Epoch [39][1660/2505] lr: 3.750e-03, eta: 1 day, 8:30:08, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8302, loss_cls: 1.6235, loss: 1.6235, grad_norm: 7.4159 2020-08-16 14:06:56,916 - mmaction - INFO - Epoch [39][1680/2505] lr: 3.750e-03, eta: 1 day, 8:29:53, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8302, loss_cls: 1.5932, loss: 1.5932, grad_norm: 7.2907 2020-08-16 14:07:11,774 - mmaction - INFO - Epoch [39][1700/2505] lr: 3.750e-03, eta: 1 day, 8:29:37, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8323, loss_cls: 1.5820, loss: 1.5820, grad_norm: 7.3821 2020-08-16 14:07:26,916 - mmaction - INFO - Epoch [39][1720/2505] lr: 3.750e-03, eta: 1 day, 8:29:22, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6229, top5_acc: 0.8380, loss_cls: 1.5408, loss: 1.5408, grad_norm: 7.1489 2020-08-16 14:07:42,040 - mmaction - INFO - Epoch [39][1740/2505] lr: 3.750e-03, eta: 1 day, 8:29:06, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8312, loss_cls: 1.5918, loss: 1.5918, grad_norm: 7.4362 2020-08-16 14:07:56,863 - mmaction - INFO - Epoch [39][1760/2505] lr: 3.750e-03, eta: 1 day, 8:28:51, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8260, loss_cls: 1.6461, loss: 1.6461, grad_norm: 7.5843 2020-08-16 14:08:12,026 - mmaction - INFO - Epoch [39][1780/2505] lr: 3.750e-03, eta: 1 day, 8:28:35, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8245, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.5163 2020-08-16 14:08:27,997 - mmaction - INFO - Epoch [39][1800/2505] lr: 3.750e-03, eta: 1 day, 8:28:21, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8240, loss_cls: 1.6403, loss: 1.6403, grad_norm: 7.3507 2020-08-16 14:08:43,290 - mmaction - INFO - Epoch [39][1820/2505] lr: 3.750e-03, eta: 1 day, 8:28:06, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8224, loss_cls: 1.5965, loss: 1.5965, grad_norm: 7.2947 2020-08-16 14:08:58,967 - mmaction - INFO - Epoch [39][1840/2505] lr: 3.750e-03, eta: 1 day, 8:27:52, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6026, top5_acc: 0.8245, loss_cls: 1.6280, loss: 1.6280, grad_norm: 7.3701 2020-08-16 14:09:13,610 - mmaction - INFO - Epoch [39][1860/2505] lr: 3.750e-03, eta: 1 day, 8:27:35, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8109, loss_cls: 1.6460, loss: 1.6460, grad_norm: 7.4856 2020-08-16 14:09:28,562 - mmaction - INFO - Epoch [39][1880/2505] lr: 3.750e-03, eta: 1 day, 8:27:20, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8109, loss_cls: 1.6751, loss: 1.6751, grad_norm: 7.5395 2020-08-16 14:09:43,964 - mmaction - INFO - Epoch [39][1900/2505] lr: 3.750e-03, eta: 1 day, 8:27:05, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8224, loss_cls: 1.6671, loss: 1.6671, grad_norm: 7.4966 2020-08-16 14:09:59,171 - mmaction - INFO - Epoch [39][1920/2505] lr: 3.750e-03, eta: 1 day, 8:26:50, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6021, top5_acc: 0.8245, loss_cls: 1.6351, loss: 1.6351, grad_norm: 7.4171 2020-08-16 14:10:14,548 - mmaction - INFO - Epoch [39][1940/2505] lr: 3.750e-03, eta: 1 day, 8:26:34, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5943, top5_acc: 0.8089, loss_cls: 1.6900, loss: 1.6900, grad_norm: 7.6044 2020-08-16 14:10:29,637 - mmaction - INFO - Epoch [39][1960/2505] lr: 3.750e-03, eta: 1 day, 8:26:19, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8146, loss_cls: 1.6294, loss: 1.6294, grad_norm: 7.3503 2020-08-16 14:10:45,437 - mmaction - INFO - Epoch [39][1980/2505] lr: 3.750e-03, eta: 1 day, 8:26:05, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8177, loss_cls: 1.6403, loss: 1.6403, grad_norm: 7.4689 2020-08-16 14:11:02,066 - mmaction - INFO - Epoch [39][2000/2505] lr: 3.750e-03, eta: 1 day, 8:25:52, time: 0.832, data_time: 0.006, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8339, loss_cls: 1.5863, loss: 1.5863, grad_norm: 7.4471 2020-08-16 14:11:15,771 - mmaction - INFO - Epoch [39][2020/2505] lr: 3.750e-03, eta: 1 day, 8:25:34, time: 0.687, data_time: 0.004, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8302, loss_cls: 1.6134, loss: 1.6134, grad_norm: 7.2952 2020-08-16 14:11:31,164 - mmaction - INFO - Epoch [39][2040/2505] lr: 3.750e-03, eta: 1 day, 8:25:19, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8177, loss_cls: 1.6266, loss: 1.6266, grad_norm: 7.4662 2020-08-16 14:11:47,562 - mmaction - INFO - Epoch [39][2060/2505] lr: 3.750e-03, eta: 1 day, 8:25:06, time: 0.823, data_time: 0.007, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8286, loss_cls: 1.6452, loss: 1.6452, grad_norm: 7.6771 2020-08-16 14:12:02,528 - mmaction - INFO - Epoch [39][2080/2505] lr: 3.750e-03, eta: 1 day, 8:24:50, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8141, loss_cls: 1.6915, loss: 1.6915, grad_norm: 7.5692 2020-08-16 14:12:18,725 - mmaction - INFO - Epoch [39][2100/2505] lr: 3.750e-03, eta: 1 day, 8:24:36, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8318, loss_cls: 1.5978, loss: 1.5978, grad_norm: 7.2442 2020-08-16 14:12:32,795 - mmaction - INFO - Epoch [39][2120/2505] lr: 3.750e-03, eta: 1 day, 8:24:19, time: 0.704, data_time: 0.008, memory: 8343, top1_acc: 0.5995, top5_acc: 0.8229, loss_cls: 1.6374, loss: 1.6374, grad_norm: 7.4313 2020-08-16 14:12:47,504 - mmaction - INFO - Epoch [39][2140/2505] lr: 3.750e-03, eta: 1 day, 8:24:03, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6161, top5_acc: 0.8260, loss_cls: 1.6222, loss: 1.6222, grad_norm: 7.2750 2020-08-16 14:13:03,421 - mmaction - INFO - Epoch [39][2160/2505] lr: 3.750e-03, eta: 1 day, 8:23:49, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8208, loss_cls: 1.6729, loss: 1.6729, grad_norm: 7.4181 2020-08-16 14:13:18,341 - mmaction - INFO - Epoch [39][2180/2505] lr: 3.750e-03, eta: 1 day, 8:23:33, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8161, loss_cls: 1.6678, loss: 1.6678, grad_norm: 7.3506 2020-08-16 14:13:33,213 - mmaction - INFO - Epoch [39][2200/2505] lr: 3.750e-03, eta: 1 day, 8:23:18, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8182, loss_cls: 1.6530, loss: 1.6530, grad_norm: 7.4554 2020-08-16 14:13:48,969 - mmaction - INFO - Epoch [39][2220/2505] lr: 3.750e-03, eta: 1 day, 8:23:03, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8193, loss_cls: 1.6684, loss: 1.6684, grad_norm: 7.5091 2020-08-16 14:14:04,257 - mmaction - INFO - Epoch [39][2240/2505] lr: 3.750e-03, eta: 1 day, 8:22:48, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8188, loss_cls: 1.6555, loss: 1.6555, grad_norm: 7.3073 2020-08-16 14:14:19,058 - mmaction - INFO - Epoch [39][2260/2505] lr: 3.750e-03, eta: 1 day, 8:22:32, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8198, loss_cls: 1.6417, loss: 1.6417, grad_norm: 7.3763 2020-08-16 14:14:34,669 - mmaction - INFO - Epoch [39][2280/2505] lr: 3.750e-03, eta: 1 day, 8:22:17, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8083, loss_cls: 1.6946, loss: 1.6946, grad_norm: 7.4306 2020-08-16 14:14:50,341 - mmaction - INFO - Epoch [39][2300/2505] lr: 3.750e-03, eta: 1 day, 8:22:03, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8188, loss_cls: 1.6066, loss: 1.6066, grad_norm: 7.1721 2020-08-16 14:15:05,761 - mmaction - INFO - Epoch [39][2320/2505] lr: 3.750e-03, eta: 1 day, 8:21:48, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8219, loss_cls: 1.6789, loss: 1.6789, grad_norm: 7.6019 2020-08-16 14:15:20,550 - mmaction - INFO - Epoch [39][2340/2505] lr: 3.750e-03, eta: 1 day, 8:21:32, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8354, loss_cls: 1.5594, loss: 1.5594, grad_norm: 7.1497 2020-08-16 14:15:36,264 - mmaction - INFO - Epoch [39][2360/2505] lr: 3.750e-03, eta: 1 day, 8:21:18, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8135, loss_cls: 1.6862, loss: 1.6862, grad_norm: 7.4712 2020-08-16 14:15:51,120 - mmaction - INFO - Epoch [39][2380/2505] lr: 3.750e-03, eta: 1 day, 8:21:02, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.5964, top5_acc: 0.8177, loss_cls: 1.6717, loss: 1.6717, grad_norm: 7.6795 2020-08-16 14:16:06,373 - mmaction - INFO - Epoch [39][2400/2505] lr: 3.750e-03, eta: 1 day, 8:20:47, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8276, loss_cls: 1.5802, loss: 1.5802, grad_norm: 7.2947 2020-08-16 14:16:22,210 - mmaction - INFO - Epoch [39][2420/2505] lr: 3.750e-03, eta: 1 day, 8:20:32, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.5755, top5_acc: 0.8036, loss_cls: 1.7613, loss: 1.7613, grad_norm: 7.7433 2020-08-16 14:16:36,917 - mmaction - INFO - Epoch [39][2440/2505] lr: 3.750e-03, eta: 1 day, 8:20:16, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8333, loss_cls: 1.5972, loss: 1.5972, grad_norm: 7.3168 2020-08-16 14:16:53,309 - mmaction - INFO - Epoch [39][2460/2505] lr: 3.750e-03, eta: 1 day, 8:20:03, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8229, loss_cls: 1.6270, loss: 1.6270, grad_norm: 7.5392 2020-08-16 14:17:07,551 - mmaction - INFO - Epoch [39][2480/2505] lr: 3.750e-03, eta: 1 day, 8:19:46, time: 0.712, data_time: 0.003, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6811, loss: 1.6811, grad_norm: 7.7312 2020-08-16 14:17:22,359 - mmaction - INFO - Epoch [39][2500/2505] lr: 3.750e-03, eta: 1 day, 8:19:30, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8240, loss_cls: 1.6469, loss: 1.6469, grad_norm: 7.4258 2020-08-16 14:17:27,250 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-08-16 14:17:51,140 - mmaction - INFO - Epoch [40][20/2505] lr: 3.750e-03, eta: 1 day, 8:19:17, time: 1.149, data_time: 0.527, memory: 8343, top1_acc: 0.6339, top5_acc: 0.8344, loss_cls: 1.5242, loss: 1.5242, grad_norm: 7.1090 2020-08-16 14:18:04,128 - mmaction - INFO - Epoch [40][40/2505] lr: 3.750e-03, eta: 1 day, 8:18:59, time: 0.652, data_time: 0.006, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8307, loss_cls: 1.5791, loss: 1.5791, grad_norm: 7.3503 2020-08-16 14:18:19,388 - mmaction - INFO - Epoch [40][60/2505] lr: 3.750e-03, eta: 1 day, 8:18:43, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6286, top5_acc: 0.8323, loss_cls: 1.5489, loss: 1.5489, grad_norm: 7.3278 2020-08-16 14:18:34,434 - mmaction - INFO - Epoch [40][80/2505] lr: 3.750e-03, eta: 1 day, 8:18:28, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8224, loss_cls: 1.6343, loss: 1.6343, grad_norm: 7.3547 2020-08-16 14:18:49,922 - mmaction - INFO - Epoch [40][100/2505] lr: 3.750e-03, eta: 1 day, 8:18:13, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8323, loss_cls: 1.5739, loss: 1.5739, grad_norm: 7.3107 2020-08-16 14:19:05,268 - mmaction - INFO - Epoch [40][120/2505] lr: 3.750e-03, eta: 1 day, 8:17:58, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6297, top5_acc: 0.8380, loss_cls: 1.5513, loss: 1.5513, grad_norm: 7.0930 2020-08-16 14:19:21,920 - mmaction - INFO - Epoch [40][140/2505] lr: 3.750e-03, eta: 1 day, 8:17:45, time: 0.829, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.6118, loss: 1.6118, grad_norm: 7.4167 2020-08-16 14:19:36,269 - mmaction - INFO - Epoch [40][160/2505] lr: 3.750e-03, eta: 1 day, 8:17:28, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8250, loss_cls: 1.5903, loss: 1.5903, grad_norm: 7.1876 2020-08-16 14:19:51,687 - mmaction - INFO - Epoch [40][180/2505] lr: 3.750e-03, eta: 1 day, 8:17:13, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.2118 2020-08-16 14:20:06,763 - mmaction - INFO - Epoch [40][200/2505] lr: 3.750e-03, eta: 1 day, 8:16:58, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6323, top5_acc: 0.8417, loss_cls: 1.5146, loss: 1.5146, grad_norm: 6.9781 2020-08-16 14:20:22,387 - mmaction - INFO - Epoch [40][220/2505] lr: 3.750e-03, eta: 1 day, 8:16:43, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6300, loss: 1.6300, grad_norm: 7.4111 2020-08-16 14:20:37,301 - mmaction - INFO - Epoch [40][240/2505] lr: 3.750e-03, eta: 1 day, 8:16:28, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6349, top5_acc: 0.8318, loss_cls: 1.5407, loss: 1.5407, grad_norm: 7.3185 2020-08-16 14:20:52,935 - mmaction - INFO - Epoch [40][260/2505] lr: 3.750e-03, eta: 1 day, 8:16:13, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8167, loss_cls: 1.6194, loss: 1.6194, grad_norm: 7.3728 2020-08-16 14:21:07,910 - mmaction - INFO - Epoch [40][280/2505] lr: 3.750e-03, eta: 1 day, 8:15:57, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8271, loss_cls: 1.5829, loss: 1.5829, grad_norm: 7.1720 2020-08-16 14:21:23,225 - mmaction - INFO - Epoch [40][300/2505] lr: 3.750e-03, eta: 1 day, 8:15:42, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8151, loss_cls: 1.5788, loss: 1.5788, grad_norm: 7.1716 2020-08-16 14:21:39,015 - mmaction - INFO - Epoch [40][320/2505] lr: 3.750e-03, eta: 1 day, 8:15:28, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6281, top5_acc: 0.8292, loss_cls: 1.5751, loss: 1.5751, grad_norm: 7.2650 2020-08-16 14:21:54,317 - mmaction - INFO - Epoch [40][340/2505] lr: 3.750e-03, eta: 1 day, 8:15:13, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8365, loss_cls: 1.5782, loss: 1.5782, grad_norm: 7.3521 2020-08-16 14:22:09,317 - mmaction - INFO - Epoch [40][360/2505] lr: 3.750e-03, eta: 1 day, 8:14:57, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6318, top5_acc: 0.8151, loss_cls: 1.5728, loss: 1.5728, grad_norm: 7.3519 2020-08-16 14:22:24,264 - mmaction - INFO - Epoch [40][380/2505] lr: 3.750e-03, eta: 1 day, 8:14:42, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8349, loss_cls: 1.5877, loss: 1.5877, grad_norm: 7.1136 2020-08-16 14:22:40,808 - mmaction - INFO - Epoch [40][400/2505] lr: 3.750e-03, eta: 1 day, 8:14:28, time: 0.829, data_time: 0.005, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8224, loss_cls: 1.5931, loss: 1.5931, grad_norm: 7.2240 2020-08-16 14:22:55,433 - mmaction - INFO - Epoch [40][420/2505] lr: 3.750e-03, eta: 1 day, 8:14:12, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5583, loss: 1.5583, grad_norm: 7.3005 2020-08-16 14:23:11,652 - mmaction - INFO - Epoch [40][440/2505] lr: 3.750e-03, eta: 1 day, 8:13:59, time: 0.811, data_time: 0.002, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8245, loss_cls: 1.5821, loss: 1.5821, grad_norm: 7.2934 2020-08-16 14:23:25,922 - mmaction - INFO - Epoch [40][460/2505] lr: 3.750e-03, eta: 1 day, 8:13:42, time: 0.713, data_time: 0.002, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8276, loss_cls: 1.5951, loss: 1.5951, grad_norm: 7.5141 2020-08-16 14:23:40,802 - mmaction - INFO - Epoch [40][480/2505] lr: 3.750e-03, eta: 1 day, 8:13:26, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8260, loss_cls: 1.5889, loss: 1.5889, grad_norm: 7.3087 2020-08-16 14:23:57,053 - mmaction - INFO - Epoch [40][500/2505] lr: 3.750e-03, eta: 1 day, 8:13:12, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8297, loss_cls: 1.5670, loss: 1.5670, grad_norm: 7.2501 2020-08-16 14:24:11,812 - mmaction - INFO - Epoch [40][520/2505] lr: 3.750e-03, eta: 1 day, 8:12:56, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6333, top5_acc: 0.8344, loss_cls: 1.5169, loss: 1.5169, grad_norm: 7.1740 2020-08-16 14:24:26,718 - mmaction - INFO - Epoch [40][540/2505] lr: 3.750e-03, eta: 1 day, 8:12:41, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8359, loss_cls: 1.5391, loss: 1.5391, grad_norm: 7.2662 2020-08-16 14:24:42,865 - mmaction - INFO - Epoch [40][560/2505] lr: 3.750e-03, eta: 1 day, 8:12:27, time: 0.808, data_time: 0.002, memory: 8343, top1_acc: 0.6135, top5_acc: 0.8224, loss_cls: 1.5924, loss: 1.5924, grad_norm: 7.1586 2020-08-16 14:24:57,495 - mmaction - INFO - Epoch [40][580/2505] lr: 3.750e-03, eta: 1 day, 8:12:11, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5253, loss: 1.5253, grad_norm: 7.3856 2020-08-16 14:25:12,617 - mmaction - INFO - Epoch [40][600/2505] lr: 3.750e-03, eta: 1 day, 8:11:55, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6063, top5_acc: 0.8339, loss_cls: 1.5622, loss: 1.5622, grad_norm: 7.2878 2020-08-16 14:25:29,262 - mmaction - INFO - Epoch [40][620/2505] lr: 3.750e-03, eta: 1 day, 8:11:42, time: 0.831, data_time: 0.005, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8214, loss_cls: 1.6032, loss: 1.6032, grad_norm: 7.5330 2020-08-16 14:25:43,669 - mmaction - INFO - Epoch [40][640/2505] lr: 3.750e-03, eta: 1 day, 8:11:26, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6198, top5_acc: 0.8281, loss_cls: 1.6115, loss: 1.6115, grad_norm: 7.2988 2020-08-16 14:26:00,240 - mmaction - INFO - Epoch [40][660/2505] lr: 3.750e-03, eta: 1 day, 8:11:13, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8177, loss_cls: 1.6233, loss: 1.6233, grad_norm: 7.4284 2020-08-16 14:26:14,926 - mmaction - INFO - Epoch [40][680/2505] lr: 3.750e-03, eta: 1 day, 8:10:57, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8104, loss_cls: 1.6122, loss: 1.6122, grad_norm: 7.1709 2020-08-16 14:26:29,942 - mmaction - INFO - Epoch [40][700/2505] lr: 3.750e-03, eta: 1 day, 8:10:41, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8292, loss_cls: 1.5763, loss: 1.5763, grad_norm: 7.2499 2020-08-16 14:26:44,945 - mmaction - INFO - Epoch [40][720/2505] lr: 3.750e-03, eta: 1 day, 8:10:25, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8229, loss_cls: 1.6649, loss: 1.6649, grad_norm: 7.4562 2020-08-16 14:27:00,764 - mmaction - INFO - Epoch [40][740/2505] lr: 3.750e-03, eta: 1 day, 8:10:11, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8271, loss_cls: 1.6152, loss: 1.6152, grad_norm: 7.4495 2020-08-16 14:27:16,002 - mmaction - INFO - Epoch [40][760/2505] lr: 3.750e-03, eta: 1 day, 8:09:56, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8172, loss_cls: 1.6367, loss: 1.6367, grad_norm: 7.4003 2020-08-16 14:27:31,170 - mmaction - INFO - Epoch [40][780/2505] lr: 3.750e-03, eta: 1 day, 8:09:40, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5681, loss: 1.5681, grad_norm: 7.2029 2020-08-16 14:27:46,259 - mmaction - INFO - Epoch [40][800/2505] lr: 3.750e-03, eta: 1 day, 8:09:25, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6214, top5_acc: 0.8250, loss_cls: 1.6051, loss: 1.6051, grad_norm: 7.3486 2020-08-16 14:28:01,135 - mmaction - INFO - Epoch [40][820/2505] lr: 3.750e-03, eta: 1 day, 8:09:09, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6307, top5_acc: 0.8396, loss_cls: 1.5329, loss: 1.5329, grad_norm: 7.2875 2020-08-16 14:28:16,392 - mmaction - INFO - Epoch [40][840/2505] lr: 3.750e-03, eta: 1 day, 8:08:54, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8276, loss_cls: 1.5900, loss: 1.5900, grad_norm: 7.3646 2020-08-16 14:28:31,624 - mmaction - INFO - Epoch [40][860/2505] lr: 3.750e-03, eta: 1 day, 8:08:39, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8224, loss_cls: 1.6399, loss: 1.6399, grad_norm: 7.4401 2020-08-16 14:28:47,007 - mmaction - INFO - Epoch [40][880/2505] lr: 3.750e-03, eta: 1 day, 8:08:24, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6245, top5_acc: 0.8313, loss_cls: 1.5512, loss: 1.5512, grad_norm: 7.3634 2020-08-16 14:29:02,175 - mmaction - INFO - Epoch [40][900/2505] lr: 3.750e-03, eta: 1 day, 8:08:08, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8255, loss_cls: 1.6308, loss: 1.6308, grad_norm: 7.3347 2020-08-16 14:29:17,592 - mmaction - INFO - Epoch [40][920/2505] lr: 3.750e-03, eta: 1 day, 8:07:54, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8260, loss_cls: 1.5812, loss: 1.5812, grad_norm: 7.3031 2020-08-16 14:29:32,849 - mmaction - INFO - Epoch [40][940/2505] lr: 3.750e-03, eta: 1 day, 8:07:38, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8333, loss_cls: 1.5569, loss: 1.5569, grad_norm: 7.4025 2020-08-16 14:29:48,460 - mmaction - INFO - Epoch [40][960/2505] lr: 3.750e-03, eta: 1 day, 8:07:24, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8125, loss_cls: 1.6525, loss: 1.6525, grad_norm: 7.4732 2020-08-16 14:30:04,033 - mmaction - INFO - Epoch [40][980/2505] lr: 3.750e-03, eta: 1 day, 8:07:09, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8104, loss_cls: 1.6751, loss: 1.6751, grad_norm: 7.6310 2020-08-16 14:30:19,330 - mmaction - INFO - Epoch [40][1000/2505] lr: 3.750e-03, eta: 1 day, 8:06:54, time: 0.765, data_time: 0.002, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8104, loss_cls: 1.6715, loss: 1.6715, grad_norm: 7.3372 2020-08-16 14:30:34,167 - mmaction - INFO - Epoch [40][1020/2505] lr: 3.750e-03, eta: 1 day, 8:06:38, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8182, loss_cls: 1.6161, loss: 1.6161, grad_norm: 7.3551 2020-08-16 14:30:50,854 - mmaction - INFO - Epoch [40][1040/2505] lr: 3.750e-03, eta: 1 day, 8:06:25, time: 0.836, data_time: 0.005, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8172, loss_cls: 1.6097, loss: 1.6097, grad_norm: 7.2976 2020-08-16 14:31:05,775 - mmaction - INFO - Epoch [40][1060/2505] lr: 3.750e-03, eta: 1 day, 8:06:09, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8240, loss_cls: 1.6322, loss: 1.6322, grad_norm: 7.4113 2020-08-16 14:31:22,499 - mmaction - INFO - Epoch [40][1080/2505] lr: 3.750e-03, eta: 1 day, 8:05:56, time: 0.837, data_time: 0.004, memory: 8343, top1_acc: 0.6078, top5_acc: 0.8240, loss_cls: 1.6255, loss: 1.6255, grad_norm: 7.6111 2020-08-16 14:31:37,326 - mmaction - INFO - Epoch [40][1100/2505] lr: 3.750e-03, eta: 1 day, 8:05:41, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8260, loss_cls: 1.5921, loss: 1.5921, grad_norm: 7.2535 2020-08-16 14:31:52,204 - mmaction - INFO - Epoch [40][1120/2505] lr: 3.750e-03, eta: 1 day, 8:05:25, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6036, top5_acc: 0.8292, loss_cls: 1.6033, loss: 1.6033, grad_norm: 7.6052 2020-08-16 14:32:08,126 - mmaction - INFO - Epoch [40][1140/2505] lr: 3.750e-03, eta: 1 day, 8:05:11, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8135, loss_cls: 1.6911, loss: 1.6911, grad_norm: 7.6188 2020-08-16 14:32:23,690 - mmaction - INFO - Epoch [40][1160/2505] lr: 3.750e-03, eta: 1 day, 8:04:56, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8198, loss_cls: 1.6759, loss: 1.6759, grad_norm: 7.4994 2020-08-16 14:32:39,329 - mmaction - INFO - Epoch [40][1180/2505] lr: 3.750e-03, eta: 1 day, 8:04:41, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.6427, top5_acc: 0.8313, loss_cls: 1.5494, loss: 1.5494, grad_norm: 7.1433 2020-08-16 14:32:54,112 - mmaction - INFO - Epoch [40][1200/2505] lr: 3.750e-03, eta: 1 day, 8:04:25, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6188, top5_acc: 0.8214, loss_cls: 1.6342, loss: 1.6342, grad_norm: 7.4382 2020-08-16 14:33:09,459 - mmaction - INFO - Epoch [40][1220/2505] lr: 3.750e-03, eta: 1 day, 8:04:10, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8292, loss_cls: 1.5848, loss: 1.5848, grad_norm: 7.3389 2020-08-16 14:33:24,502 - mmaction - INFO - Epoch [40][1240/2505] lr: 3.750e-03, eta: 1 day, 8:03:55, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8312, loss_cls: 1.6053, loss: 1.6053, grad_norm: 7.3776 2020-08-16 14:33:39,785 - mmaction - INFO - Epoch [40][1260/2505] lr: 3.750e-03, eta: 1 day, 8:03:40, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8068, loss_cls: 1.6901, loss: 1.6901, grad_norm: 7.6674 2020-08-16 14:33:55,184 - mmaction - INFO - Epoch [40][1280/2505] lr: 3.750e-03, eta: 1 day, 8:03:25, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8354, loss_cls: 1.5823, loss: 1.5823, grad_norm: 7.5179 2020-08-16 14:34:10,402 - mmaction - INFO - Epoch [40][1300/2505] lr: 3.750e-03, eta: 1 day, 8:03:09, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8266, loss_cls: 1.6055, loss: 1.6055, grad_norm: 7.3376 2020-08-16 14:34:25,867 - mmaction - INFO - Epoch [40][1320/2505] lr: 3.750e-03, eta: 1 day, 8:02:55, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8307, loss_cls: 1.5563, loss: 1.5563, grad_norm: 7.1605 2020-08-16 14:34:41,569 - mmaction - INFO - Epoch [40][1340/2505] lr: 3.750e-03, eta: 1 day, 8:02:40, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6731, loss: 1.6731, grad_norm: 7.4853 2020-08-16 14:34:57,710 - mmaction - INFO - Epoch [40][1360/2505] lr: 3.750e-03, eta: 1 day, 8:02:26, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.5958, top5_acc: 0.8161, loss_cls: 1.6976, loss: 1.6976, grad_norm: 7.5087 2020-08-16 14:35:12,683 - mmaction - INFO - Epoch [40][1380/2505] lr: 3.750e-03, eta: 1 day, 8:02:10, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8115, loss_cls: 1.6417, loss: 1.6417, grad_norm: 7.5644 2020-08-16 14:35:27,768 - mmaction - INFO - Epoch [40][1400/2505] lr: 3.750e-03, eta: 1 day, 8:01:55, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8359, loss_cls: 1.6020, loss: 1.6020, grad_norm: 7.4299 2020-08-16 14:35:44,106 - mmaction - INFO - Epoch [40][1420/2505] lr: 3.750e-03, eta: 1 day, 8:01:41, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8260, loss_cls: 1.5743, loss: 1.5743, grad_norm: 7.3780 2020-08-16 14:35:58,869 - mmaction - INFO - Epoch [40][1440/2505] lr: 3.750e-03, eta: 1 day, 8:01:26, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.5979, top5_acc: 0.8156, loss_cls: 1.7181, loss: 1.7181, grad_norm: 7.6904 2020-08-16 14:36:14,784 - mmaction - INFO - Epoch [40][1460/2505] lr: 3.750e-03, eta: 1 day, 8:01:11, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8229, loss_cls: 1.6031, loss: 1.6031, grad_norm: 7.2411 2020-08-16 14:36:31,779 - mmaction - INFO - Epoch [40][1480/2505] lr: 3.750e-03, eta: 1 day, 8:00:59, time: 0.853, data_time: 0.007, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8250, loss_cls: 1.6066, loss: 1.6066, grad_norm: 7.1532 2020-08-16 14:36:45,710 - mmaction - INFO - Epoch [40][1500/2505] lr: 3.750e-03, eta: 1 day, 8:00:42, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8385, loss_cls: 1.6313, loss: 1.6313, grad_norm: 7.4903 2020-08-16 14:37:00,991 - mmaction - INFO - Epoch [40][1520/2505] lr: 3.750e-03, eta: 1 day, 8:00:26, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8312, loss_cls: 1.6030, loss: 1.6030, grad_norm: 7.2847 2020-08-16 14:37:16,792 - mmaction - INFO - Epoch [40][1540/2505] lr: 3.750e-03, eta: 1 day, 8:00:12, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6276, top5_acc: 0.8151, loss_cls: 1.5959, loss: 1.5959, grad_norm: 7.0981 2020-08-16 14:37:31,693 - mmaction - INFO - Epoch [40][1560/2505] lr: 3.750e-03, eta: 1 day, 7:59:56, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5917, top5_acc: 0.8115, loss_cls: 1.7264, loss: 1.7264, grad_norm: 7.6412 2020-08-16 14:37:47,247 - mmaction - INFO - Epoch [40][1580/2505] lr: 3.750e-03, eta: 1 day, 7:59:42, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6073, top5_acc: 0.8078, loss_cls: 1.6337, loss: 1.6337, grad_norm: 7.4160 2020-08-16 14:38:02,861 - mmaction - INFO - Epoch [40][1600/2505] lr: 3.750e-03, eta: 1 day, 7:59:27, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6405, loss: 1.6405, grad_norm: 7.0963 2020-08-16 14:38:17,872 - mmaction - INFO - Epoch [40][1620/2505] lr: 3.750e-03, eta: 1 day, 7:59:11, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8094, loss_cls: 1.7629, loss: 1.7629, grad_norm: 7.6603 2020-08-16 14:38:33,077 - mmaction - INFO - Epoch [40][1640/2505] lr: 3.750e-03, eta: 1 day, 7:58:56, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5990, top5_acc: 0.8266, loss_cls: 1.6158, loss: 1.6158, grad_norm: 7.5284 2020-08-16 14:38:49,215 - mmaction - INFO - Epoch [40][1660/2505] lr: 3.750e-03, eta: 1 day, 7:58:42, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.6130, top5_acc: 0.8193, loss_cls: 1.6484, loss: 1.6484, grad_norm: 7.3245 2020-08-16 14:39:04,315 - mmaction - INFO - Epoch [40][1680/2505] lr: 3.750e-03, eta: 1 day, 7:58:27, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6710, loss: 1.6710, grad_norm: 7.3705 2020-08-16 14:39:19,332 - mmaction - INFO - Epoch [40][1700/2505] lr: 3.750e-03, eta: 1 day, 7:58:11, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6167, top5_acc: 0.8260, loss_cls: 1.6025, loss: 1.6025, grad_norm: 7.2868 2020-08-16 14:39:35,212 - mmaction - INFO - Epoch [40][1720/2505] lr: 3.750e-03, eta: 1 day, 7:57:57, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8224, loss_cls: 1.5987, loss: 1.5987, grad_norm: 7.1485 2020-08-16 14:39:50,435 - mmaction - INFO - Epoch [40][1740/2505] lr: 3.750e-03, eta: 1 day, 7:57:42, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8193, loss_cls: 1.6402, loss: 1.6402, grad_norm: 7.3231 2020-08-16 14:40:06,361 - mmaction - INFO - Epoch [40][1760/2505] lr: 3.750e-03, eta: 1 day, 7:57:28, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6120, top5_acc: 0.8240, loss_cls: 1.5999, loss: 1.5999, grad_norm: 7.2787 2020-08-16 14:40:22,218 - mmaction - INFO - Epoch [40][1780/2505] lr: 3.750e-03, eta: 1 day, 7:57:13, time: 0.793, data_time: 0.002, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8260, loss_cls: 1.5636, loss: 1.5636, grad_norm: 7.3356 2020-08-16 14:40:36,953 - mmaction - INFO - Epoch [40][1800/2505] lr: 3.750e-03, eta: 1 day, 7:56:57, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.6005, top5_acc: 0.8198, loss_cls: 1.6607, loss: 1.6607, grad_norm: 7.5563 2020-08-16 14:40:52,420 - mmaction - INFO - Epoch [40][1820/2505] lr: 3.750e-03, eta: 1 day, 7:56:42, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6089, top5_acc: 0.8042, loss_cls: 1.6785, loss: 1.6785, grad_norm: 7.4257 2020-08-16 14:41:08,053 - mmaction - INFO - Epoch [40][1840/2505] lr: 3.750e-03, eta: 1 day, 7:56:28, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.6109, top5_acc: 0.8276, loss_cls: 1.6280, loss: 1.6280, grad_norm: 7.3920 2020-08-16 14:41:24,991 - mmaction - INFO - Epoch [40][1860/2505] lr: 3.750e-03, eta: 1 day, 7:56:15, time: 0.850, data_time: 0.007, memory: 8343, top1_acc: 0.6052, top5_acc: 0.8141, loss_cls: 1.6506, loss: 1.6506, grad_norm: 7.3370 2020-08-16 14:41:40,562 - mmaction - INFO - Epoch [40][1880/2505] lr: 3.750e-03, eta: 1 day, 7:56:00, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.5969, top5_acc: 0.8135, loss_cls: 1.6543, loss: 1.6543, grad_norm: 7.2742 2020-08-16 14:41:56,019 - mmaction - INFO - Epoch [40][1900/2505] lr: 3.750e-03, eta: 1 day, 7:55:45, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8365, loss_cls: 1.5678, loss: 1.5678, grad_norm: 7.2348 2020-08-16 14:42:10,957 - mmaction - INFO - Epoch [40][1920/2505] lr: 3.750e-03, eta: 1 day, 7:55:30, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.6234, top5_acc: 0.8151, loss_cls: 1.6033, loss: 1.6033, grad_norm: 7.3399 2020-08-16 14:42:26,582 - mmaction - INFO - Epoch [40][1940/2505] lr: 3.750e-03, eta: 1 day, 7:55:15, time: 0.782, data_time: 0.002, memory: 8343, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6461, loss: 1.6461, grad_norm: 7.6706 2020-08-16 14:42:42,350 - mmaction - INFO - Epoch [40][1960/2505] lr: 3.750e-03, eta: 1 day, 7:55:01, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8245, loss_cls: 1.6112, loss: 1.6112, grad_norm: 7.3148 2020-08-16 14:42:58,993 - mmaction - INFO - Epoch [40][1980/2505] lr: 3.750e-03, eta: 1 day, 7:54:48, time: 0.836, data_time: 0.007, memory: 8343, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.6085, loss: 1.6085, grad_norm: 7.2066 2020-08-16 14:43:13,662 - mmaction - INFO - Epoch [40][2000/2505] lr: 3.750e-03, eta: 1 day, 7:54:32, time: 0.733, data_time: 0.002, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8042, loss_cls: 1.6836, loss: 1.6836, grad_norm: 7.4321 2020-08-16 14:43:29,692 - mmaction - INFO - Epoch [40][2020/2505] lr: 3.750e-03, eta: 1 day, 7:54:17, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.5927, top5_acc: 0.8260, loss_cls: 1.6614, loss: 1.6614, grad_norm: 7.5020 2020-08-16 14:43:44,531 - mmaction - INFO - Epoch [40][2040/2505] lr: 3.750e-03, eta: 1 day, 7:54:02, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6151, top5_acc: 0.8318, loss_cls: 1.5896, loss: 1.5896, grad_norm: 7.1440 2020-08-16 14:44:00,205 - mmaction - INFO - Epoch [40][2060/2505] lr: 3.750e-03, eta: 1 day, 7:53:47, time: 0.783, data_time: 0.002, memory: 8343, top1_acc: 0.6187, top5_acc: 0.8260, loss_cls: 1.6254, loss: 1.6254, grad_norm: 7.2686 2020-08-16 14:44:15,441 - mmaction - INFO - Epoch [40][2080/2505] lr: 3.750e-03, eta: 1 day, 7:53:32, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.5901, top5_acc: 0.8146, loss_cls: 1.6866, loss: 1.6866, grad_norm: 7.6921 2020-08-16 14:44:30,720 - mmaction - INFO - Epoch [40][2100/2505] lr: 3.750e-03, eta: 1 day, 7:53:17, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8151, loss_cls: 1.6146, loss: 1.6146, grad_norm: 7.4787 2020-08-16 14:44:46,650 - mmaction - INFO - Epoch [40][2120/2505] lr: 3.750e-03, eta: 1 day, 7:53:03, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6177, top5_acc: 0.8286, loss_cls: 1.6077, loss: 1.6077, grad_norm: 7.2494 2020-08-16 14:45:01,609 - mmaction - INFO - Epoch [40][2140/2505] lr: 3.750e-03, eta: 1 day, 7:52:47, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6292, top5_acc: 0.8479, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.2148 2020-08-16 14:45:17,244 - mmaction - INFO - Epoch [40][2160/2505] lr: 3.750e-03, eta: 1 day, 7:52:32, time: 0.782, data_time: 0.003, memory: 8343, top1_acc: 0.6125, top5_acc: 0.8255, loss_cls: 1.6042, loss: 1.6042, grad_norm: 7.3494 2020-08-16 14:45:32,671 - mmaction - INFO - Epoch [40][2180/2505] lr: 3.750e-03, eta: 1 day, 7:52:17, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6988, loss: 1.6988, grad_norm: 7.4857 2020-08-16 14:45:48,535 - mmaction - INFO - Epoch [40][2200/2505] lr: 3.750e-03, eta: 1 day, 7:52:03, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8245, loss_cls: 1.5852, loss: 1.5852, grad_norm: 7.3484 2020-08-16 14:46:03,975 - mmaction - INFO - Epoch [40][2220/2505] lr: 3.750e-03, eta: 1 day, 7:51:48, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8240, loss_cls: 1.6019, loss: 1.6019, grad_norm: 7.2906 2020-08-16 14:46:19,699 - mmaction - INFO - Epoch [40][2240/2505] lr: 3.750e-03, eta: 1 day, 7:51:34, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6000, top5_acc: 0.8193, loss_cls: 1.6686, loss: 1.6686, grad_norm: 7.6370 2020-08-16 14:46:35,303 - mmaction - INFO - Epoch [40][2260/2505] lr: 3.750e-03, eta: 1 day, 7:51:19, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.6104, top5_acc: 0.8182, loss_cls: 1.6729, loss: 1.6729, grad_norm: 7.4253 2020-08-16 14:46:50,785 - mmaction - INFO - Epoch [40][2280/2505] lr: 3.750e-03, eta: 1 day, 7:51:04, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5943, loss: 1.5943, grad_norm: 7.3290 2020-08-16 14:47:05,996 - mmaction - INFO - Epoch [40][2300/2505] lr: 3.750e-03, eta: 1 day, 7:50:49, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6389, loss: 1.6389, grad_norm: 7.4612 2020-08-16 14:47:21,304 - mmaction - INFO - Epoch [40][2320/2505] lr: 3.750e-03, eta: 1 day, 7:50:34, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6042, top5_acc: 0.8135, loss_cls: 1.6637, loss: 1.6637, grad_norm: 7.4570 2020-08-16 14:47:36,378 - mmaction - INFO - Epoch [40][2340/2505] lr: 3.750e-03, eta: 1 day, 7:50:18, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7229, loss: 1.7229, grad_norm: 7.6831 2020-08-16 14:47:51,573 - mmaction - INFO - Epoch [40][2360/2505] lr: 3.750e-03, eta: 1 day, 7:50:03, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6057, top5_acc: 0.8125, loss_cls: 1.6356, loss: 1.6356, grad_norm: 7.1910 2020-08-16 14:48:07,468 - mmaction - INFO - Epoch [40][2380/2505] lr: 3.750e-03, eta: 1 day, 7:49:49, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6099, top5_acc: 0.8276, loss_cls: 1.6491, loss: 1.6491, grad_norm: 7.5172 2020-08-16 14:48:22,379 - mmaction - INFO - Epoch [40][2400/2505] lr: 3.750e-03, eta: 1 day, 7:49:33, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.6034, loss: 1.6034, grad_norm: 7.4634 2020-08-16 14:48:38,204 - mmaction - INFO - Epoch [40][2420/2505] lr: 3.750e-03, eta: 1 day, 7:49:19, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.5826, loss: 1.5826, grad_norm: 7.2474 2020-08-16 14:48:54,610 - mmaction - INFO - Epoch [40][2440/2505] lr: 3.750e-03, eta: 1 day, 7:49:05, time: 0.820, data_time: 0.006, memory: 8343, top1_acc: 0.6010, top5_acc: 0.8224, loss_cls: 1.6471, loss: 1.6471, grad_norm: 7.5391 2020-08-16 14:49:09,223 - mmaction - INFO - Epoch [40][2460/2505] lr: 3.750e-03, eta: 1 day, 7:48:49, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6323, top5_acc: 0.8297, loss_cls: 1.6005, loss: 1.6005, grad_norm: 7.1948 2020-08-16 14:49:24,590 - mmaction - INFO - Epoch [40][2480/2505] lr: 3.750e-03, eta: 1 day, 7:48:34, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6172, top5_acc: 0.8229, loss_cls: 1.6044, loss: 1.6044, grad_norm: 7.2632 2020-08-16 14:49:39,639 - mmaction - INFO - Epoch [40][2500/2505] lr: 3.750e-03, eta: 1 day, 7:48:18, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8240, loss_cls: 1.6068, loss: 1.6068, grad_norm: 7.4343 2020-08-16 14:49:43,661 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-16 14:50:04,682 - mmaction - INFO - Epoch [41][20/2505] lr: 3.750e-04, eta: 1 day, 7:48:02, time: 1.030, data_time: 0.389, memory: 8343, top1_acc: 0.6083, top5_acc: 0.8245, loss_cls: 1.6317, loss: 1.6317, grad_norm: 7.3415 2020-08-16 14:50:19,652 - mmaction - INFO - Epoch [41][40/2505] lr: 3.750e-04, eta: 1 day, 7:47:46, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.6411, top5_acc: 0.8375, loss_cls: 1.4899, loss: 1.4899, grad_norm: 7.0717 2020-08-16 14:50:34,430 - mmaction - INFO - Epoch [41][60/2505] lr: 3.750e-04, eta: 1 day, 7:47:30, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.6208, top5_acc: 0.8297, loss_cls: 1.5642, loss: 1.5642, grad_norm: 7.1539 2020-08-16 14:50:49,461 - mmaction - INFO - Epoch [41][80/2505] lr: 3.750e-04, eta: 1 day, 7:47:15, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5415, loss: 1.5415, grad_norm: 6.8835 2020-08-16 14:51:06,452 - mmaction - INFO - Epoch [41][100/2505] lr: 3.750e-04, eta: 1 day, 7:47:02, time: 0.847, data_time: 0.005, memory: 8343, top1_acc: 0.6193, top5_acc: 0.8292, loss_cls: 1.5944, loss: 1.5944, grad_norm: 7.2001 2020-08-16 14:51:20,797 - mmaction - INFO - Epoch [41][120/2505] lr: 3.750e-04, eta: 1 day, 7:46:45, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8500, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.7864 2020-08-16 14:51:36,132 - mmaction - INFO - Epoch [41][140/2505] lr: 3.750e-04, eta: 1 day, 7:46:30, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8563, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.7947 2020-08-16 14:51:52,380 - mmaction - INFO - Epoch [41][160/2505] lr: 3.750e-04, eta: 1 day, 7:46:17, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6182, top5_acc: 0.8313, loss_cls: 1.5705, loss: 1.5705, grad_norm: 7.2219 2020-08-16 14:52:07,369 - mmaction - INFO - Epoch [41][180/2505] lr: 3.750e-04, eta: 1 day, 7:46:01, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5124, loss: 1.5124, grad_norm: 7.0406 2020-08-16 14:52:22,726 - mmaction - INFO - Epoch [41][200/2505] lr: 3.750e-04, eta: 1 day, 7:45:46, time: 0.768, data_time: 0.002, memory: 8343, top1_acc: 0.6464, top5_acc: 0.8328, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.7627 2020-08-16 14:52:38,299 - mmaction - INFO - Epoch [41][220/2505] lr: 3.750e-04, eta: 1 day, 7:45:31, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8484, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.8610 2020-08-16 14:52:54,262 - mmaction - INFO - Epoch [41][240/2505] lr: 3.750e-04, eta: 1 day, 7:45:17, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6510, top5_acc: 0.8464, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.8095 2020-08-16 14:53:09,029 - mmaction - INFO - Epoch [41][260/2505] lr: 3.750e-04, eta: 1 day, 7:45:01, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8625, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.0634 2020-08-16 14:53:24,805 - mmaction - INFO - Epoch [41][280/2505] lr: 3.750e-04, eta: 1 day, 7:44:47, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.0485 2020-08-16 14:53:40,876 - mmaction - INFO - Epoch [41][300/2505] lr: 3.750e-04, eta: 1 day, 7:44:33, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8443, loss_cls: 1.4176, loss: 1.4176, grad_norm: 6.8423 2020-08-16 14:53:56,367 - mmaction - INFO - Epoch [41][320/2505] lr: 3.750e-04, eta: 1 day, 7:44:18, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8417, loss_cls: 1.4278, loss: 1.4278, grad_norm: 6.7725 2020-08-16 14:54:12,078 - mmaction - INFO - Epoch [41][340/2505] lr: 3.750e-04, eta: 1 day, 7:44:03, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6505, top5_acc: 0.8500, loss_cls: 1.3930, loss: 1.3930, grad_norm: 6.8396 2020-08-16 14:54:28,124 - mmaction - INFO - Epoch [41][360/2505] lr: 3.750e-04, eta: 1 day, 7:43:49, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.6380, top5_acc: 0.8323, loss_cls: 1.5334, loss: 1.5334, grad_norm: 7.0511 2020-08-16 14:54:44,043 - mmaction - INFO - Epoch [41][380/2505] lr: 3.750e-04, eta: 1 day, 7:43:35, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.6443, top5_acc: 0.8375, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.9527 2020-08-16 14:54:58,749 - mmaction - INFO - Epoch [41][400/2505] lr: 3.750e-04, eta: 1 day, 7:43:19, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6406, top5_acc: 0.8417, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.1347 2020-08-16 14:55:13,626 - mmaction - INFO - Epoch [41][420/2505] lr: 3.750e-04, eta: 1 day, 7:43:03, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8438, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.7834 2020-08-16 14:55:29,125 - mmaction - INFO - Epoch [41][440/2505] lr: 3.750e-04, eta: 1 day, 7:42:48, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6474, top5_acc: 0.8406, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.0820 2020-08-16 14:55:44,820 - mmaction - INFO - Epoch [41][460/2505] lr: 3.750e-04, eta: 1 day, 7:42:34, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8583, loss_cls: 1.3812, loss: 1.3812, grad_norm: 6.8528 2020-08-16 14:56:00,186 - mmaction - INFO - Epoch [41][480/2505] lr: 3.750e-04, eta: 1 day, 7:42:19, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8536, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.8957 2020-08-16 14:56:15,840 - mmaction - INFO - Epoch [41][500/2505] lr: 3.750e-04, eta: 1 day, 7:42:04, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.6354, top5_acc: 0.8292, loss_cls: 1.4962, loss: 1.4962, grad_norm: 7.0338 2020-08-16 14:56:31,574 - mmaction - INFO - Epoch [41][520/2505] lr: 3.750e-04, eta: 1 day, 7:41:50, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4061, loss: 1.4061, grad_norm: 6.7379 2020-08-16 14:56:46,397 - mmaction - INFO - Epoch [41][540/2505] lr: 3.750e-04, eta: 1 day, 7:41:34, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8458, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.8397 2020-08-16 14:57:01,969 - mmaction - INFO - Epoch [41][560/2505] lr: 3.750e-04, eta: 1 day, 7:41:19, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8510, loss_cls: 1.4186, loss: 1.4186, grad_norm: 6.9288 2020-08-16 14:57:17,501 - mmaction - INFO - Epoch [41][580/2505] lr: 3.750e-04, eta: 1 day, 7:41:04, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8505, loss_cls: 1.4550, loss: 1.4550, grad_norm: 7.0768 2020-08-16 14:57:32,753 - mmaction - INFO - Epoch [41][600/2505] lr: 3.750e-04, eta: 1 day, 7:40:49, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.3296, loss: 1.3296, grad_norm: 6.7046 2020-08-16 14:57:48,879 - mmaction - INFO - Epoch [41][620/2505] lr: 3.750e-04, eta: 1 day, 7:40:35, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3777, loss: 1.3777, grad_norm: 6.7175 2020-08-16 14:58:03,784 - mmaction - INFO - Epoch [41][640/2505] lr: 3.750e-04, eta: 1 day, 7:40:19, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.2347 2020-08-16 14:58:19,221 - mmaction - INFO - Epoch [41][660/2505] lr: 3.750e-04, eta: 1 day, 7:40:05, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8547, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.8274 2020-08-16 14:58:34,234 - mmaction - INFO - Epoch [41][680/2505] lr: 3.750e-04, eta: 1 day, 7:39:49, time: 0.751, data_time: 0.003, memory: 8343, top1_acc: 0.6620, top5_acc: 0.8443, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.9493 2020-08-16 14:58:50,194 - mmaction - INFO - Epoch [41][700/2505] lr: 3.750e-04, eta: 1 day, 7:39:35, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.6708, top5_acc: 0.8531, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.7995 2020-08-16 14:59:06,003 - mmaction - INFO - Epoch [41][720/2505] lr: 3.750e-04, eta: 1 day, 7:39:20, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.6380, top5_acc: 0.8432, loss_cls: 1.4688, loss: 1.4688, grad_norm: 6.9214 2020-08-16 14:59:21,159 - mmaction - INFO - Epoch [41][740/2505] lr: 3.750e-04, eta: 1 day, 7:39:05, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6396, top5_acc: 0.8417, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.8719 2020-08-16 14:59:36,942 - mmaction - INFO - Epoch [41][760/2505] lr: 3.750e-04, eta: 1 day, 7:38:51, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6411, top5_acc: 0.8323, loss_cls: 1.5083, loss: 1.5083, grad_norm: 7.1485 2020-08-16 14:59:52,990 - mmaction - INFO - Epoch [41][780/2505] lr: 3.750e-04, eta: 1 day, 7:38:37, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.6563, top5_acc: 0.8521, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.0757 2020-08-16 15:00:09,150 - mmaction - INFO - Epoch [41][800/2505] lr: 3.750e-04, eta: 1 day, 7:38:22, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6464, top5_acc: 0.8557, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.8831 2020-08-16 15:00:25,364 - mmaction - INFO - Epoch [41][820/2505] lr: 3.750e-04, eta: 1 day, 7:38:09, time: 0.819, data_time: 0.015, memory: 8343, top1_acc: 0.6651, top5_acc: 0.8615, loss_cls: 1.3842, loss: 1.3842, grad_norm: 6.8772 2020-08-16 15:00:40,895 - mmaction - INFO - Epoch [41][840/2505] lr: 3.750e-04, eta: 1 day, 7:37:54, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6505, top5_acc: 0.8438, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.0982 2020-08-16 15:00:56,406 - mmaction - INFO - Epoch [41][860/2505] lr: 3.750e-04, eta: 1 day, 7:37:39, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6526, top5_acc: 0.8391, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.9929 2020-08-16 15:01:11,931 - mmaction - INFO - Epoch [41][880/2505] lr: 3.750e-04, eta: 1 day, 7:37:24, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.4332, loss: 1.4332, grad_norm: 6.8560 2020-08-16 15:01:28,416 - mmaction - INFO - Epoch [41][900/2505] lr: 3.750e-04, eta: 1 day, 7:37:11, time: 0.826, data_time: 0.006, memory: 8343, top1_acc: 0.6370, top5_acc: 0.8250, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.9944 2020-08-16 15:01:42,885 - mmaction - INFO - Epoch [41][920/2505] lr: 3.750e-04, eta: 1 day, 7:36:55, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6573, top5_acc: 0.8406, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.9393 2020-08-16 15:01:58,428 - mmaction - INFO - Epoch [41][940/2505] lr: 3.750e-04, eta: 1 day, 7:36:40, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8505, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.0898 2020-08-16 15:02:14,655 - mmaction - INFO - Epoch [41][960/2505] lr: 3.750e-04, eta: 1 day, 7:36:26, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.6484, top5_acc: 0.8490, loss_cls: 1.4360, loss: 1.4360, grad_norm: 6.8788 2020-08-16 15:02:31,028 - mmaction - INFO - Epoch [41][980/2505] lr: 3.750e-04, eta: 1 day, 7:36:13, time: 0.821, data_time: 0.004, memory: 8343, top1_acc: 0.6500, top5_acc: 0.8396, loss_cls: 1.4673, loss: 1.4673, grad_norm: 7.1231 2020-08-16 15:02:47,421 - mmaction - INFO - Epoch [41][1000/2505] lr: 3.750e-04, eta: 1 day, 7:35:59, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8625, loss_cls: 1.3398, loss: 1.3398, grad_norm: 6.6932 2020-08-16 15:03:03,059 - mmaction - INFO - Epoch [41][1020/2505] lr: 3.750e-04, eta: 1 day, 7:35:44, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.6505, top5_acc: 0.8391, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.9085 2020-08-16 15:03:18,893 - mmaction - INFO - Epoch [41][1040/2505] lr: 3.750e-04, eta: 1 day, 7:35:30, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6474, top5_acc: 0.8458, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.0510 2020-08-16 15:03:33,727 - mmaction - INFO - Epoch [41][1060/2505] lr: 3.750e-04, eta: 1 day, 7:35:14, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8510, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.8985 2020-08-16 15:03:50,055 - mmaction - INFO - Epoch [41][1080/2505] lr: 3.750e-04, eta: 1 day, 7:35:00, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8562, loss_cls: 1.3521, loss: 1.3521, grad_norm: 6.7914 2020-08-16 15:04:04,565 - mmaction - INFO - Epoch [41][1100/2505] lr: 3.750e-04, eta: 1 day, 7:34:44, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8568, loss_cls: 1.3750, loss: 1.3750, grad_norm: 6.9222 2020-08-16 15:04:21,094 - mmaction - INFO - Epoch [41][1120/2505] lr: 3.750e-04, eta: 1 day, 7:34:31, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.6563, top5_acc: 0.8599, loss_cls: 1.4013, loss: 1.4013, grad_norm: 6.9691 2020-08-16 15:04:36,905 - mmaction - INFO - Epoch [41][1140/2505] lr: 3.750e-04, eta: 1 day, 7:34:16, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8536, loss_cls: 1.4042, loss: 1.4042, grad_norm: 7.0181 2020-08-16 15:04:52,466 - mmaction - INFO - Epoch [41][1160/2505] lr: 3.750e-04, eta: 1 day, 7:34:02, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8646, loss_cls: 1.3339, loss: 1.3339, grad_norm: 6.7616 2020-08-16 15:05:07,392 - mmaction - INFO - Epoch [41][1180/2505] lr: 3.750e-04, eta: 1 day, 7:33:46, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4163, loss: 1.4163, grad_norm: 6.8396 2020-08-16 15:05:22,929 - mmaction - INFO - Epoch [41][1200/2505] lr: 3.750e-04, eta: 1 day, 7:33:31, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8646, loss_cls: 1.3640, loss: 1.3640, grad_norm: 6.8498 2020-08-16 15:05:38,864 - mmaction - INFO - Epoch [41][1220/2505] lr: 3.750e-04, eta: 1 day, 7:33:17, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4295, loss: 1.4295, grad_norm: 6.9405 2020-08-16 15:05:54,230 - mmaction - INFO - Epoch [41][1240/2505] lr: 3.750e-04, eta: 1 day, 7:33:02, time: 0.768, data_time: 0.008, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8573, loss_cls: 1.3756, loss: 1.3756, grad_norm: 6.7542 2020-08-16 15:06:09,185 - mmaction - INFO - Epoch [41][1260/2505] lr: 3.750e-04, eta: 1 day, 7:32:46, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8464, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.9580 2020-08-16 15:06:24,913 - mmaction - INFO - Epoch [41][1280/2505] lr: 3.750e-04, eta: 1 day, 7:32:32, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8516, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.8514 2020-08-16 15:06:40,273 - mmaction - INFO - Epoch [41][1300/2505] lr: 3.750e-04, eta: 1 day, 7:32:17, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8531, loss_cls: 1.3898, loss: 1.3898, grad_norm: 6.9755 2020-08-16 15:06:55,421 - mmaction - INFO - Epoch [41][1320/2505] lr: 3.750e-04, eta: 1 day, 7:32:01, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8417, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.9004 2020-08-16 15:07:10,981 - mmaction - INFO - Epoch [41][1340/2505] lr: 3.750e-04, eta: 1 day, 7:31:47, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8568, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.8083 2020-08-16 15:07:26,562 - mmaction - INFO - Epoch [41][1360/2505] lr: 3.750e-04, eta: 1 day, 7:31:32, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.6542, top5_acc: 0.8531, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.0900 2020-08-16 15:07:42,151 - mmaction - INFO - Epoch [41][1380/2505] lr: 3.750e-04, eta: 1 day, 7:31:17, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6474, top5_acc: 0.8458, loss_cls: 1.4714, loss: 1.4714, grad_norm: 7.1839 2020-08-16 15:07:57,847 - mmaction - INFO - Epoch [41][1400/2505] lr: 3.750e-04, eta: 1 day, 7:31:02, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8599, loss_cls: 1.3630, loss: 1.3630, grad_norm: 6.7594 2020-08-16 15:08:13,223 - mmaction - INFO - Epoch [41][1420/2505] lr: 3.750e-04, eta: 1 day, 7:30:47, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.1122 2020-08-16 15:08:28,845 - mmaction - INFO - Epoch [41][1440/2505] lr: 3.750e-04, eta: 1 day, 7:30:33, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8573, loss_cls: 1.3792, loss: 1.3792, grad_norm: 6.9252 2020-08-16 15:08:44,302 - mmaction - INFO - Epoch [41][1460/2505] lr: 3.750e-04, eta: 1 day, 7:30:18, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8599, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.7563 2020-08-16 15:08:59,782 - mmaction - INFO - Epoch [41][1480/2505] lr: 3.750e-04, eta: 1 day, 7:30:03, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8687, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.9463 2020-08-16 15:09:15,470 - mmaction - INFO - Epoch [41][1500/2505] lr: 3.750e-04, eta: 1 day, 7:29:48, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6531, top5_acc: 0.8510, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.0987 2020-08-16 15:09:32,330 - mmaction - INFO - Epoch [41][1520/2505] lr: 3.750e-04, eta: 1 day, 7:29:35, time: 0.843, data_time: 0.005, memory: 8343, top1_acc: 0.6589, top5_acc: 0.8542, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.8637 2020-08-16 15:09:46,941 - mmaction - INFO - Epoch [41][1540/2505] lr: 3.750e-04, eta: 1 day, 7:29:19, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8573, loss_cls: 1.3633, loss: 1.3633, grad_norm: 6.9174 2020-08-16 15:10:03,392 - mmaction - INFO - Epoch [41][1560/2505] lr: 3.750e-04, eta: 1 day, 7:29:06, time: 0.825, data_time: 0.006, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8495, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.8739 2020-08-16 15:10:18,203 - mmaction - INFO - Epoch [41][1580/2505] lr: 3.750e-04, eta: 1 day, 7:28:50, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8573, loss_cls: 1.3970, loss: 1.3970, grad_norm: 6.8523 2020-08-16 15:10:37,286 - mmaction - INFO - Epoch [41][1600/2505] lr: 3.750e-04, eta: 1 day, 7:28:40, time: 0.952, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8693, loss_cls: 1.3604, loss: 1.3604, grad_norm: 6.8844 2020-08-16 15:10:50,839 - mmaction - INFO - Epoch [41][1620/2505] lr: 3.750e-04, eta: 1 day, 7:28:23, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8641, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.9001 2020-08-16 15:11:05,685 - mmaction - INFO - Epoch [41][1640/2505] lr: 3.750e-04, eta: 1 day, 7:28:07, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6370, top5_acc: 0.8365, loss_cls: 1.5010, loss: 1.5010, grad_norm: 7.0709 2020-08-16 15:11:21,100 - mmaction - INFO - Epoch [41][1660/2505] lr: 3.750e-04, eta: 1 day, 7:27:52, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6510, top5_acc: 0.8484, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.8021 2020-08-16 15:11:37,004 - mmaction - INFO - Epoch [41][1680/2505] lr: 3.750e-04, eta: 1 day, 7:27:38, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.6599, top5_acc: 0.8479, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.8983 2020-08-16 15:11:53,188 - mmaction - INFO - Epoch [41][1700/2505] lr: 3.750e-04, eta: 1 day, 7:27:24, time: 0.809, data_time: 0.002, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8635, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.9474 2020-08-16 15:12:08,714 - mmaction - INFO - Epoch [41][1720/2505] lr: 3.750e-04, eta: 1 day, 7:27:09, time: 0.774, data_time: 0.002, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8620, loss_cls: 1.3761, loss: 1.3761, grad_norm: 6.9449 2020-08-16 15:12:23,883 - mmaction - INFO - Epoch [41][1740/2505] lr: 3.750e-04, eta: 1 day, 7:26:54, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8526, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.0469 2020-08-16 15:12:39,090 - mmaction - INFO - Epoch [41][1760/2505] lr: 3.750e-04, eta: 1 day, 7:26:38, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.1217 2020-08-16 15:12:54,553 - mmaction - INFO - Epoch [41][1780/2505] lr: 3.750e-04, eta: 1 day, 7:26:23, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8682, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.7484 2020-08-16 15:13:09,954 - mmaction - INFO - Epoch [41][1800/2505] lr: 3.750e-04, eta: 1 day, 7:26:08, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8568, loss_cls: 1.3767, loss: 1.3767, grad_norm: 6.9657 2020-08-16 15:13:25,703 - mmaction - INFO - Epoch [41][1820/2505] lr: 3.750e-04, eta: 1 day, 7:25:54, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8615, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.9469 2020-08-16 15:13:40,493 - mmaction - INFO - Epoch [41][1840/2505] lr: 3.750e-04, eta: 1 day, 7:25:38, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8510, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.9466 2020-08-16 15:13:56,771 - mmaction - INFO - Epoch [41][1860/2505] lr: 3.750e-04, eta: 1 day, 7:25:24, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.6536, top5_acc: 0.8563, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.0272 2020-08-16 15:14:11,783 - mmaction - INFO - Epoch [41][1880/2505] lr: 3.750e-04, eta: 1 day, 7:25:09, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6573, top5_acc: 0.8510, loss_cls: 1.4178, loss: 1.4178, grad_norm: 6.9086 2020-08-16 15:14:27,868 - mmaction - INFO - Epoch [41][1900/2505] lr: 3.750e-04, eta: 1 day, 7:24:55, time: 0.803, data_time: 0.004, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8661, loss_cls: 1.3455, loss: 1.3455, grad_norm: 6.8621 2020-08-16 15:14:43,326 - mmaction - INFO - Epoch [41][1920/2505] lr: 3.750e-04, eta: 1 day, 7:24:40, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.1294 2020-08-16 15:14:59,018 - mmaction - INFO - Epoch [41][1940/2505] lr: 3.750e-04, eta: 1 day, 7:24:25, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.6651, top5_acc: 0.8344, loss_cls: 1.4534, loss: 1.4534, grad_norm: 6.8449 2020-08-16 15:15:13,975 - mmaction - INFO - Epoch [41][1960/2505] lr: 3.750e-04, eta: 1 day, 7:24:09, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6708, top5_acc: 0.8479, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.8625 2020-08-16 15:15:30,331 - mmaction - INFO - Epoch [41][1980/2505] lr: 3.750e-04, eta: 1 day, 7:23:56, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8677, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.6938 2020-08-16 15:15:45,370 - mmaction - INFO - Epoch [41][2000/2505] lr: 3.750e-04, eta: 1 day, 7:23:40, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8542, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.0286 2020-08-16 15:16:00,217 - mmaction - INFO - Epoch [41][2020/2505] lr: 3.750e-04, eta: 1 day, 7:23:24, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8583, loss_cls: 1.3344, loss: 1.3344, grad_norm: 6.9193 2020-08-16 15:16:15,288 - mmaction - INFO - Epoch [41][2040/2505] lr: 3.750e-04, eta: 1 day, 7:23:09, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8458, loss_cls: 1.3935, loss: 1.3935, grad_norm: 6.8787 2020-08-16 15:16:31,297 - mmaction - INFO - Epoch [41][2060/2505] lr: 3.750e-04, eta: 1 day, 7:22:55, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8630, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.5820 2020-08-16 15:16:45,681 - mmaction - INFO - Epoch [41][2080/2505] lr: 3.750e-04, eta: 1 day, 7:22:38, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8583, loss_cls: 1.3420, loss: 1.3420, grad_norm: 6.8712 2020-08-16 15:17:01,361 - mmaction - INFO - Epoch [41][2100/2505] lr: 3.750e-04, eta: 1 day, 7:22:24, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8578, loss_cls: 1.3594, loss: 1.3594, grad_norm: 6.7694 2020-08-16 15:17:16,439 - mmaction - INFO - Epoch [41][2120/2505] lr: 3.750e-04, eta: 1 day, 7:22:08, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8625, loss_cls: 1.3130, loss: 1.3130, grad_norm: 6.7799 2020-08-16 15:17:31,829 - mmaction - INFO - Epoch [41][2140/2505] lr: 3.750e-04, eta: 1 day, 7:21:53, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8630, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.8156 2020-08-16 15:17:46,670 - mmaction - INFO - Epoch [41][2160/2505] lr: 3.750e-04, eta: 1 day, 7:21:37, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6573, top5_acc: 0.8615, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.0819 2020-08-16 15:18:01,989 - mmaction - INFO - Epoch [41][2180/2505] lr: 3.750e-04, eta: 1 day, 7:21:22, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.6458, top5_acc: 0.8526, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.0685 2020-08-16 15:18:17,963 - mmaction - INFO - Epoch [41][2200/2505] lr: 3.750e-04, eta: 1 day, 7:21:08, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8552, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.0379 2020-08-16 15:18:32,759 - mmaction - INFO - Epoch [41][2220/2505] lr: 3.750e-04, eta: 1 day, 7:20:52, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8484, loss_cls: 1.4493, loss: 1.4493, grad_norm: 7.1356 2020-08-16 15:18:47,528 - mmaction - INFO - Epoch [41][2240/2505] lr: 3.750e-04, eta: 1 day, 7:20:36, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.8967 2020-08-16 15:19:03,366 - mmaction - INFO - Epoch [41][2260/2505] lr: 3.750e-04, eta: 1 day, 7:20:22, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8682, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.8027 2020-08-16 15:19:18,340 - mmaction - INFO - Epoch [41][2280/2505] lr: 3.750e-04, eta: 1 day, 7:20:06, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8417, loss_cls: 1.4194, loss: 1.4194, grad_norm: 6.9804 2020-08-16 15:19:33,229 - mmaction - INFO - Epoch [41][2300/2505] lr: 3.750e-04, eta: 1 day, 7:19:50, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8557, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.1095 2020-08-16 15:19:48,529 - mmaction - INFO - Epoch [41][2320/2505] lr: 3.750e-04, eta: 1 day, 7:19:35, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8474, loss_cls: 1.3837, loss: 1.3837, grad_norm: 7.0134 2020-08-16 15:20:03,436 - mmaction - INFO - Epoch [41][2340/2505] lr: 3.750e-04, eta: 1 day, 7:19:20, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6505, top5_acc: 0.8568, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.2615 2020-08-16 15:20:18,836 - mmaction - INFO - Epoch [41][2360/2505] lr: 3.750e-04, eta: 1 day, 7:19:05, time: 0.770, data_time: 0.002, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8755, loss_cls: 1.3618, loss: 1.3618, grad_norm: 6.8631 2020-08-16 15:20:34,419 - mmaction - INFO - Epoch [41][2380/2505] lr: 3.750e-04, eta: 1 day, 7:18:50, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.6427, top5_acc: 0.8437, loss_cls: 1.4438, loss: 1.4438, grad_norm: 7.0999 2020-08-16 15:20:49,688 - mmaction - INFO - Epoch [41][2400/2505] lr: 3.750e-04, eta: 1 day, 7:18:35, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6651, top5_acc: 0.8677, loss_cls: 1.3532, loss: 1.3532, grad_norm: 7.0896 2020-08-16 15:21:04,892 - mmaction - INFO - Epoch [41][2420/2505] lr: 3.750e-04, eta: 1 day, 7:18:19, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8568, loss_cls: 1.3853, loss: 1.3853, grad_norm: 6.9583 2020-08-16 15:21:19,597 - mmaction - INFO - Epoch [41][2440/2505] lr: 3.750e-04, eta: 1 day, 7:18:03, time: 0.736, data_time: 0.008, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8604, loss_cls: 1.3333, loss: 1.3333, grad_norm: 6.9395 2020-08-16 15:21:34,637 - mmaction - INFO - Epoch [41][2460/2505] lr: 3.750e-04, eta: 1 day, 7:17:48, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8510, loss_cls: 1.3761, loss: 1.3761, grad_norm: 6.9482 2020-08-16 15:21:49,737 - mmaction - INFO - Epoch [41][2480/2505] lr: 3.750e-04, eta: 1 day, 7:17:32, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8526, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.9726 2020-08-16 15:22:05,714 - mmaction - INFO - Epoch [41][2500/2505] lr: 3.750e-04, eta: 1 day, 7:17:18, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8615, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.0779 2020-08-16 15:22:09,223 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-08-16 15:22:33,018 - mmaction - INFO - Epoch [42][20/2505] lr: 3.750e-04, eta: 1 day, 7:17:05, time: 1.160, data_time: 0.538, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8594, loss_cls: 1.3502, loss: 1.3502, grad_norm: 7.0943 2020-08-16 15:22:46,268 - mmaction - INFO - Epoch [42][40/2505] lr: 3.750e-04, eta: 1 day, 7:16:47, time: 0.664, data_time: 0.003, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.1734 2020-08-16 15:23:00,598 - mmaction - INFO - Epoch [42][60/2505] lr: 3.750e-04, eta: 1 day, 7:16:30, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8589, loss_cls: 1.3186, loss: 1.3186, grad_norm: 6.7375 2020-08-16 15:23:16,021 - mmaction - INFO - Epoch [42][80/2505] lr: 3.750e-04, eta: 1 day, 7:16:15, time: 0.770, data_time: 0.008, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8557, loss_cls: 1.3619, loss: 1.3619, grad_norm: 6.8369 2020-08-16 15:23:31,166 - mmaction - INFO - Epoch [42][100/2505] lr: 3.750e-04, eta: 1 day, 7:16:00, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8542, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.2312 2020-08-16 15:23:47,230 - mmaction - INFO - Epoch [42][120/2505] lr: 3.750e-04, eta: 1 day, 7:15:46, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8583, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.0460 2020-08-16 15:24:01,983 - mmaction - INFO - Epoch [42][140/2505] lr: 3.750e-04, eta: 1 day, 7:15:30, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8682, loss_cls: 1.3363, loss: 1.3363, grad_norm: 6.8480 2020-08-16 15:24:16,981 - mmaction - INFO - Epoch [42][160/2505] lr: 3.750e-04, eta: 1 day, 7:15:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3440, loss: 1.3440, grad_norm: 6.9764 2020-08-16 15:24:34,158 - mmaction - INFO - Epoch [42][180/2505] lr: 3.750e-04, eta: 1 day, 7:15:02, time: 0.861, data_time: 0.005, memory: 8343, top1_acc: 0.6620, top5_acc: 0.8500, loss_cls: 1.3979, loss: 1.3979, grad_norm: 6.9385 2020-08-16 15:24:48,121 - mmaction - INFO - Epoch [42][200/2505] lr: 3.750e-04, eta: 1 day, 7:14:45, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8583, loss_cls: 1.3407, loss: 1.3407, grad_norm: 6.8479 2020-08-16 15:25:03,414 - mmaction - INFO - Epoch [42][220/2505] lr: 3.750e-04, eta: 1 day, 7:14:30, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3354, loss: 1.3354, grad_norm: 6.7277 2020-08-16 15:25:18,865 - mmaction - INFO - Epoch [42][240/2505] lr: 3.750e-04, eta: 1 day, 7:14:15, time: 0.773, data_time: 0.002, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8635, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.8370 2020-08-16 15:25:33,971 - mmaction - INFO - Epoch [42][260/2505] lr: 3.750e-04, eta: 1 day, 7:13:59, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6620, top5_acc: 0.8453, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.9751 2020-08-16 15:25:48,411 - mmaction - INFO - Epoch [42][280/2505] lr: 3.750e-04, eta: 1 day, 7:13:43, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8510, loss_cls: 1.4021, loss: 1.4021, grad_norm: 6.9645 2020-08-16 15:26:03,675 - mmaction - INFO - Epoch [42][300/2505] lr: 3.750e-04, eta: 1 day, 7:13:28, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6464, top5_acc: 0.8510, loss_cls: 1.4517, loss: 1.4517, grad_norm: 7.1509 2020-08-16 15:26:18,359 - mmaction - INFO - Epoch [42][320/2505] lr: 3.750e-04, eta: 1 day, 7:13:12, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8604, loss_cls: 1.3397, loss: 1.3397, grad_norm: 6.8745 2020-08-16 15:26:33,127 - mmaction - INFO - Epoch [42][340/2505] lr: 3.750e-04, eta: 1 day, 7:12:56, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8641, loss_cls: 1.3201, loss: 1.3201, grad_norm: 6.8349 2020-08-16 15:26:47,975 - mmaction - INFO - Epoch [42][360/2505] lr: 3.750e-04, eta: 1 day, 7:12:40, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8526, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.1488 2020-08-16 15:27:03,400 - mmaction - INFO - Epoch [42][380/2505] lr: 3.750e-04, eta: 1 day, 7:12:25, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8651, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.9234 2020-08-16 15:27:18,483 - mmaction - INFO - Epoch [42][400/2505] lr: 3.750e-04, eta: 1 day, 7:12:10, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8479, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.0030 2020-08-16 15:27:33,125 - mmaction - INFO - Epoch [42][420/2505] lr: 3.750e-04, eta: 1 day, 7:11:53, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8479, loss_cls: 1.3935, loss: 1.3935, grad_norm: 6.8553 2020-08-16 15:27:48,698 - mmaction - INFO - Epoch [42][440/2505] lr: 3.750e-04, eta: 1 day, 7:11:39, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.2279 2020-08-16 15:28:03,362 - mmaction - INFO - Epoch [42][460/2505] lr: 3.750e-04, eta: 1 day, 7:11:23, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8599, loss_cls: 1.3218, loss: 1.3218, grad_norm: 6.7095 2020-08-16 15:28:18,017 - mmaction - INFO - Epoch [42][480/2505] lr: 3.750e-04, eta: 1 day, 7:11:06, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8599, loss_cls: 1.3239, loss: 1.3239, grad_norm: 6.9449 2020-08-16 15:28:32,857 - mmaction - INFO - Epoch [42][500/2505] lr: 3.750e-04, eta: 1 day, 7:10:51, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.1425 2020-08-16 15:28:48,690 - mmaction - INFO - Epoch [42][520/2505] lr: 3.750e-04, eta: 1 day, 7:10:36, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8698, loss_cls: 1.3077, loss: 1.3077, grad_norm: 6.8196 2020-08-16 15:29:02,841 - mmaction - INFO - Epoch [42][540/2505] lr: 3.750e-04, eta: 1 day, 7:10:19, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8755, loss_cls: 1.3176, loss: 1.3176, grad_norm: 6.7250 2020-08-16 15:29:18,598 - mmaction - INFO - Epoch [42][560/2505] lr: 3.750e-04, eta: 1 day, 7:10:05, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.8886 2020-08-16 15:29:33,150 - mmaction - INFO - Epoch [42][580/2505] lr: 3.750e-04, eta: 1 day, 7:09:49, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8594, loss_cls: 1.3571, loss: 1.3571, grad_norm: 7.1823 2020-08-16 15:29:48,325 - mmaction - INFO - Epoch [42][600/2505] lr: 3.750e-04, eta: 1 day, 7:09:33, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8547, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.8842 2020-08-16 15:30:03,709 - mmaction - INFO - Epoch [42][620/2505] lr: 3.750e-04, eta: 1 day, 7:09:18, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8464, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.1812 2020-08-16 15:30:17,968 - mmaction - INFO - Epoch [42][640/2505] lr: 3.750e-04, eta: 1 day, 7:09:02, time: 0.714, data_time: 0.003, memory: 8343, top1_acc: 0.6651, top5_acc: 0.8615, loss_cls: 1.3752, loss: 1.3752, grad_norm: 6.8827 2020-08-16 15:30:33,961 - mmaction - INFO - Epoch [42][660/2505] lr: 3.750e-04, eta: 1 day, 7:08:48, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.0676 2020-08-16 15:30:48,628 - mmaction - INFO - Epoch [42][680/2505] lr: 3.750e-04, eta: 1 day, 7:08:32, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6708, top5_acc: 0.8563, loss_cls: 1.3620, loss: 1.3620, grad_norm: 6.8731 2020-08-16 15:31:03,431 - mmaction - INFO - Epoch [42][700/2505] lr: 3.750e-04, eta: 1 day, 7:08:16, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8521, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.0542 2020-08-16 15:31:18,367 - mmaction - INFO - Epoch [42][720/2505] lr: 3.750e-04, eta: 1 day, 7:08:00, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8630, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.9283 2020-08-16 15:31:34,186 - mmaction - INFO - Epoch [42][740/2505] lr: 3.750e-04, eta: 1 day, 7:07:45, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8401, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.2582 2020-08-16 15:31:48,477 - mmaction - INFO - Epoch [42][760/2505] lr: 3.750e-04, eta: 1 day, 7:07:29, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8552, loss_cls: 1.3629, loss: 1.3629, grad_norm: 7.0941 2020-08-16 15:32:03,225 - mmaction - INFO - Epoch [42][780/2505] lr: 3.750e-04, eta: 1 day, 7:07:13, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6583, top5_acc: 0.8516, loss_cls: 1.3950, loss: 1.3950, grad_norm: 7.0325 2020-08-16 15:32:18,365 - mmaction - INFO - Epoch [42][800/2505] lr: 3.750e-04, eta: 1 day, 7:06:58, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8458, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.9193 2020-08-16 15:32:34,338 - mmaction - INFO - Epoch [42][820/2505] lr: 3.750e-04, eta: 1 day, 7:06:43, time: 0.799, data_time: 0.002, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8630, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.9808 2020-08-16 15:32:48,526 - mmaction - INFO - Epoch [42][840/2505] lr: 3.750e-04, eta: 1 day, 7:06:27, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4038, loss: 1.4038, grad_norm: 7.1030 2020-08-16 15:33:03,793 - mmaction - INFO - Epoch [42][860/2505] lr: 3.750e-04, eta: 1 day, 7:06:11, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8661, loss_cls: 1.3599, loss: 1.3599, grad_norm: 7.0121 2020-08-16 15:33:18,978 - mmaction - INFO - Epoch [42][880/2505] lr: 3.750e-04, eta: 1 day, 7:05:56, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8542, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.0926 2020-08-16 15:33:34,432 - mmaction - INFO - Epoch [42][900/2505] lr: 3.750e-04, eta: 1 day, 7:05:41, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8667, loss_cls: 1.3209, loss: 1.3209, grad_norm: 6.9601 2020-08-16 15:33:49,557 - mmaction - INFO - Epoch [42][920/2505] lr: 3.750e-04, eta: 1 day, 7:05:26, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.9650 2020-08-16 15:34:03,991 - mmaction - INFO - Epoch [42][940/2505] lr: 3.750e-04, eta: 1 day, 7:05:09, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8510, loss_cls: 1.3313, loss: 1.3313, grad_norm: 6.8379 2020-08-16 15:34:19,016 - mmaction - INFO - Epoch [42][960/2505] lr: 3.750e-04, eta: 1 day, 7:04:54, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8708, loss_cls: 1.3106, loss: 1.3106, grad_norm: 6.8624 2020-08-16 15:34:35,062 - mmaction - INFO - Epoch [42][980/2505] lr: 3.750e-04, eta: 1 day, 7:04:40, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8641, loss_cls: 1.3157, loss: 1.3157, grad_norm: 6.9248 2020-08-16 15:34:49,297 - mmaction - INFO - Epoch [42][1000/2505] lr: 3.750e-04, eta: 1 day, 7:04:23, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8542, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.2985 2020-08-16 15:35:04,529 - mmaction - INFO - Epoch [42][1020/2505] lr: 3.750e-04, eta: 1 day, 7:04:08, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3411, loss: 1.3411, grad_norm: 6.9833 2020-08-16 15:35:19,926 - mmaction - INFO - Epoch [42][1040/2505] lr: 3.750e-04, eta: 1 day, 7:03:53, time: 0.771, data_time: 0.003, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8490, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.9829 2020-08-16 15:35:34,842 - mmaction - INFO - Epoch [42][1060/2505] lr: 3.750e-04, eta: 1 day, 7:03:37, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8557, loss_cls: 1.3643, loss: 1.3643, grad_norm: 7.1195 2020-08-16 15:35:50,151 - mmaction - INFO - Epoch [42][1080/2505] lr: 3.750e-04, eta: 1 day, 7:03:22, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8719, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.9207 2020-08-16 15:36:06,713 - mmaction - INFO - Epoch [42][1100/2505] lr: 3.750e-04, eta: 1 day, 7:03:09, time: 0.825, data_time: 0.004, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8401, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.1948 2020-08-16 15:36:21,468 - mmaction - INFO - Epoch [42][1120/2505] lr: 3.750e-04, eta: 1 day, 7:02:53, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6474, top5_acc: 0.8312, loss_cls: 1.4924, loss: 1.4924, grad_norm: 7.0680 2020-08-16 15:36:36,104 - mmaction - INFO - Epoch [42][1140/2505] lr: 3.750e-04, eta: 1 day, 7:02:37, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8734, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.9720 2020-08-16 15:36:51,682 - mmaction - INFO - Epoch [42][1160/2505] lr: 3.750e-04, eta: 1 day, 7:02:22, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8568, loss_cls: 1.3728, loss: 1.3728, grad_norm: 7.1517 2020-08-16 15:37:06,304 - mmaction - INFO - Epoch [42][1180/2505] lr: 3.750e-04, eta: 1 day, 7:02:06, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8609, loss_cls: 1.3418, loss: 1.3418, grad_norm: 6.9761 2020-08-16 15:37:22,044 - mmaction - INFO - Epoch [42][1200/2505] lr: 3.750e-04, eta: 1 day, 7:01:51, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8714, loss_cls: 1.3199, loss: 1.3199, grad_norm: 7.0279 2020-08-16 15:37:37,465 - mmaction - INFO - Epoch [42][1220/2505] lr: 3.750e-04, eta: 1 day, 7:01:36, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8687, loss_cls: 1.3056, loss: 1.3056, grad_norm: 6.8801 2020-08-16 15:37:52,338 - mmaction - INFO - Epoch [42][1240/2505] lr: 3.750e-04, eta: 1 day, 7:01:20, time: 0.744, data_time: 0.003, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8542, loss_cls: 1.3652, loss: 1.3652, grad_norm: 6.9163 2020-08-16 15:38:07,059 - mmaction - INFO - Epoch [42][1260/2505] lr: 3.750e-04, eta: 1 day, 7:01:04, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8583, loss_cls: 1.3496, loss: 1.3496, grad_norm: 7.1002 2020-08-16 15:38:22,465 - mmaction - INFO - Epoch [42][1280/2505] lr: 3.750e-04, eta: 1 day, 7:00:49, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8630, loss_cls: 1.3339, loss: 1.3339, grad_norm: 6.9498 2020-08-16 15:38:38,082 - mmaction - INFO - Epoch [42][1300/2505] lr: 3.750e-04, eta: 1 day, 7:00:35, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8609, loss_cls: 1.3608, loss: 1.3608, grad_norm: 6.8869 2020-08-16 15:38:52,655 - mmaction - INFO - Epoch [42][1320/2505] lr: 3.750e-04, eta: 1 day, 7:00:19, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8661, loss_cls: 1.3537, loss: 1.3537, grad_norm: 7.0791 2020-08-16 15:39:08,035 - mmaction - INFO - Epoch [42][1340/2505] lr: 3.750e-04, eta: 1 day, 7:00:03, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8635, loss_cls: 1.3559, loss: 1.3559, grad_norm: 6.9460 2020-08-16 15:39:23,126 - mmaction - INFO - Epoch [42][1360/2505] lr: 3.750e-04, eta: 1 day, 6:59:48, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8724, loss_cls: 1.3207, loss: 1.3207, grad_norm: 7.0474 2020-08-16 15:39:38,057 - mmaction - INFO - Epoch [42][1380/2505] lr: 3.750e-04, eta: 1 day, 6:59:32, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6563, top5_acc: 0.8646, loss_cls: 1.3568, loss: 1.3568, grad_norm: 7.0407 2020-08-16 15:39:53,249 - mmaction - INFO - Epoch [42][1400/2505] lr: 3.750e-04, eta: 1 day, 6:59:17, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8646, loss_cls: 1.3232, loss: 1.3232, grad_norm: 6.8364 2020-08-16 15:40:07,941 - mmaction - INFO - Epoch [42][1420/2505] lr: 3.750e-04, eta: 1 day, 6:59:01, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8552, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.0333 2020-08-16 15:40:23,786 - mmaction - INFO - Epoch [42][1440/2505] lr: 3.750e-04, eta: 1 day, 6:58:47, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8656, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.2054 2020-08-16 15:40:38,513 - mmaction - INFO - Epoch [42][1460/2505] lr: 3.750e-04, eta: 1 day, 6:58:31, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6589, top5_acc: 0.8635, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.1348 2020-08-16 15:40:54,616 - mmaction - INFO - Epoch [42][1480/2505] lr: 3.750e-04, eta: 1 day, 6:58:17, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8573, loss_cls: 1.3653, loss: 1.3653, grad_norm: 7.0300 2020-08-16 15:41:09,073 - mmaction - INFO - Epoch [42][1500/2505] lr: 3.750e-04, eta: 1 day, 6:58:00, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8620, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.8010 2020-08-16 15:41:25,129 - mmaction - INFO - Epoch [42][1520/2505] lr: 3.750e-04, eta: 1 day, 6:57:46, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8615, loss_cls: 1.3347, loss: 1.3347, grad_norm: 6.9492 2020-08-16 15:41:40,231 - mmaction - INFO - Epoch [42][1540/2505] lr: 3.750e-04, eta: 1 day, 6:57:31, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8620, loss_cls: 1.3594, loss: 1.3594, grad_norm: 6.9823 2020-08-16 15:41:56,033 - mmaction - INFO - Epoch [42][1560/2505] lr: 3.750e-04, eta: 1 day, 6:57:16, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8745, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.9363 2020-08-16 15:42:11,153 - mmaction - INFO - Epoch [42][1580/2505] lr: 3.750e-04, eta: 1 day, 6:57:01, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8620, loss_cls: 1.3198, loss: 1.3198, grad_norm: 6.8597 2020-08-16 15:42:26,036 - mmaction - INFO - Epoch [42][1600/2505] lr: 3.750e-04, eta: 1 day, 6:56:45, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8740, loss_cls: 1.3162, loss: 1.3162, grad_norm: 6.8390 2020-08-16 15:42:41,603 - mmaction - INFO - Epoch [42][1620/2505] lr: 3.750e-04, eta: 1 day, 6:56:30, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8589, loss_cls: 1.3929, loss: 1.3929, grad_norm: 7.2435 2020-08-16 15:42:56,636 - mmaction - INFO - Epoch [42][1640/2505] lr: 3.750e-04, eta: 1 day, 6:56:15, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8589, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.9576 2020-08-16 15:43:12,092 - mmaction - INFO - Epoch [42][1660/2505] lr: 3.750e-04, eta: 1 day, 6:56:00, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8589, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.0898 2020-08-16 15:43:26,907 - mmaction - INFO - Epoch [42][1680/2505] lr: 3.750e-04, eta: 1 day, 6:55:44, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8578, loss_cls: 1.3460, loss: 1.3460, grad_norm: 6.9547 2020-08-16 15:43:42,233 - mmaction - INFO - Epoch [42][1700/2505] lr: 3.750e-04, eta: 1 day, 6:55:29, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8677, loss_cls: 1.3145, loss: 1.3145, grad_norm: 7.1480 2020-08-16 15:43:57,192 - mmaction - INFO - Epoch [42][1720/2505] lr: 3.750e-04, eta: 1 day, 6:55:13, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8620, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.1994 2020-08-16 15:44:12,455 - mmaction - INFO - Epoch [42][1740/2505] lr: 3.750e-04, eta: 1 day, 6:54:58, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8719, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.8412 2020-08-16 15:44:27,954 - mmaction - INFO - Epoch [42][1760/2505] lr: 3.750e-04, eta: 1 day, 6:54:43, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8536, loss_cls: 1.3436, loss: 1.3436, grad_norm: 7.1186 2020-08-16 15:44:43,150 - mmaction - INFO - Epoch [42][1780/2505] lr: 3.750e-04, eta: 1 day, 6:54:28, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8615, loss_cls: 1.3329, loss: 1.3329, grad_norm: 6.9295 2020-08-16 15:44:57,986 - mmaction - INFO - Epoch [42][1800/2505] lr: 3.750e-04, eta: 1 day, 6:54:12, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8656, loss_cls: 1.2958, loss: 1.2958, grad_norm: 6.8757 2020-08-16 15:45:13,658 - mmaction - INFO - Epoch [42][1820/2505] lr: 3.750e-04, eta: 1 day, 6:53:57, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8578, loss_cls: 1.3599, loss: 1.3599, grad_norm: 7.0698 2020-08-16 15:45:28,802 - mmaction - INFO - Epoch [42][1840/2505] lr: 3.750e-04, eta: 1 day, 6:53:42, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8552, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.1324 2020-08-16 15:45:44,101 - mmaction - INFO - Epoch [42][1860/2505] lr: 3.750e-04, eta: 1 day, 6:53:27, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8646, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.0391 2020-08-16 15:46:00,110 - mmaction - INFO - Epoch [42][1880/2505] lr: 3.750e-04, eta: 1 day, 6:53:13, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8677, loss_cls: 1.3216, loss: 1.3216, grad_norm: 6.7569 2020-08-16 15:46:14,765 - mmaction - INFO - Epoch [42][1900/2505] lr: 3.750e-04, eta: 1 day, 6:52:57, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8484, loss_cls: 1.4190, loss: 1.4190, grad_norm: 7.3372 2020-08-16 15:46:31,150 - mmaction - INFO - Epoch [42][1920/2505] lr: 3.750e-04, eta: 1 day, 6:52:43, time: 0.821, data_time: 0.007, memory: 8343, top1_acc: 0.6688, top5_acc: 0.8484, loss_cls: 1.3730, loss: 1.3730, grad_norm: 6.8263 2020-08-16 15:46:45,505 - mmaction - INFO - Epoch [42][1940/2505] lr: 3.750e-04, eta: 1 day, 6:52:27, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8552, loss_cls: 1.3914, loss: 1.3914, grad_norm: 7.2179 2020-08-16 15:47:01,022 - mmaction - INFO - Epoch [42][1960/2505] lr: 3.750e-04, eta: 1 day, 6:52:12, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8677, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.0880 2020-08-16 15:47:16,266 - mmaction - INFO - Epoch [42][1980/2505] lr: 3.750e-04, eta: 1 day, 6:51:56, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8568, loss_cls: 1.3509, loss: 1.3509, grad_norm: 6.9536 2020-08-16 15:47:31,293 - mmaction - INFO - Epoch [42][2000/2505] lr: 3.750e-04, eta: 1 day, 6:51:41, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8630, loss_cls: 1.3406, loss: 1.3406, grad_norm: 6.9151 2020-08-16 15:47:46,337 - mmaction - INFO - Epoch [42][2020/2505] lr: 3.750e-04, eta: 1 day, 6:51:25, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8510, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.8987 2020-08-16 15:48:01,502 - mmaction - INFO - Epoch [42][2040/2505] lr: 3.750e-04, eta: 1 day, 6:51:10, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8661, loss_cls: 1.3409, loss: 1.3409, grad_norm: 6.9841 2020-08-16 15:48:17,025 - mmaction - INFO - Epoch [42][2060/2505] lr: 3.750e-04, eta: 1 day, 6:50:55, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8573, loss_cls: 1.3508, loss: 1.3508, grad_norm: 7.0814 2020-08-16 15:48:32,841 - mmaction - INFO - Epoch [42][2080/2505] lr: 3.750e-04, eta: 1 day, 6:50:41, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8573, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.0642 2020-08-16 15:48:48,425 - mmaction - INFO - Epoch [42][2100/2505] lr: 3.750e-04, eta: 1 day, 6:50:26, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8708, loss_cls: 1.3133, loss: 1.3133, grad_norm: 7.0743 2020-08-16 15:49:03,125 - mmaction - INFO - Epoch [42][2120/2505] lr: 3.750e-04, eta: 1 day, 6:50:10, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.3413, loss: 1.3413, grad_norm: 6.9005 2020-08-16 15:49:18,450 - mmaction - INFO - Epoch [42][2140/2505] lr: 3.750e-04, eta: 1 day, 6:49:55, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6589, top5_acc: 0.8693, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.9365 2020-08-16 15:49:33,603 - mmaction - INFO - Epoch [42][2160/2505] lr: 3.750e-04, eta: 1 day, 6:49:40, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8536, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.0946 2020-08-16 15:49:48,707 - mmaction - INFO - Epoch [42][2180/2505] lr: 3.750e-04, eta: 1 day, 6:49:24, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8703, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.7679 2020-08-16 15:50:03,900 - mmaction - INFO - Epoch [42][2200/2505] lr: 3.750e-04, eta: 1 day, 6:49:09, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8573, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.9646 2020-08-16 15:50:20,974 - mmaction - INFO - Epoch [42][2220/2505] lr: 3.750e-04, eta: 1 day, 6:48:56, time: 0.854, data_time: 0.002, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8500, loss_cls: 1.3796, loss: 1.3796, grad_norm: 7.0536 2020-08-16 15:50:35,474 - mmaction - INFO - Epoch [42][2240/2505] lr: 3.750e-04, eta: 1 day, 6:48:40, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8688, loss_cls: 1.3239, loss: 1.3239, grad_norm: 7.1110 2020-08-16 15:50:52,089 - mmaction - INFO - Epoch [42][2260/2505] lr: 3.750e-04, eta: 1 day, 6:48:27, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.6563, top5_acc: 0.8521, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.2197 2020-08-16 15:51:06,817 - mmaction - INFO - Epoch [42][2280/2505] lr: 3.750e-04, eta: 1 day, 6:48:11, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8630, loss_cls: 1.3226, loss: 1.3226, grad_norm: 6.8677 2020-08-16 15:51:22,679 - mmaction - INFO - Epoch [42][2300/2505] lr: 3.750e-04, eta: 1 day, 6:47:56, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8688, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.1031 2020-08-16 15:51:38,495 - mmaction - INFO - Epoch [42][2320/2505] lr: 3.750e-04, eta: 1 day, 6:47:42, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8651, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.1934 2020-08-16 15:51:53,006 - mmaction - INFO - Epoch [42][2340/2505] lr: 3.750e-04, eta: 1 day, 6:47:26, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.2450, loss: 1.2450, grad_norm: 6.7037 2020-08-16 15:52:08,684 - mmaction - INFO - Epoch [42][2360/2505] lr: 3.750e-04, eta: 1 day, 6:47:11, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8453, loss_cls: 1.4001, loss: 1.4001, grad_norm: 7.1904 2020-08-16 15:52:23,485 - mmaction - INFO - Epoch [42][2380/2505] lr: 3.750e-04, eta: 1 day, 6:46:55, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8625, loss_cls: 1.3407, loss: 1.3407, grad_norm: 6.9592 2020-08-16 15:52:38,592 - mmaction - INFO - Epoch [42][2400/2505] lr: 3.750e-04, eta: 1 day, 6:46:40, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6599, top5_acc: 0.8615, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.0373 2020-08-16 15:52:53,955 - mmaction - INFO - Epoch [42][2420/2505] lr: 3.750e-04, eta: 1 day, 6:46:25, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.9754 2020-08-16 15:53:10,323 - mmaction - INFO - Epoch [42][2440/2505] lr: 3.750e-04, eta: 1 day, 6:46:11, time: 0.815, data_time: 0.004, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8661, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.1049 2020-08-16 15:53:25,822 - mmaction - INFO - Epoch [42][2460/2505] lr: 3.750e-04, eta: 1 day, 6:45:56, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8568, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.0894 2020-08-16 15:53:40,533 - mmaction - INFO - Epoch [42][2480/2505] lr: 3.750e-04, eta: 1 day, 6:45:40, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8625, loss_cls: 1.3564, loss: 1.3564, grad_norm: 7.1520 2020-08-16 15:53:56,041 - mmaction - INFO - Epoch [42][2500/2505] lr: 3.750e-04, eta: 1 day, 6:45:25, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3234, loss: 1.3234, grad_norm: 6.8415 2020-08-16 15:53:59,762 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-08-16 15:54:20,823 - mmaction - INFO - Epoch [43][20/2505] lr: 3.750e-04, eta: 1 day, 6:45:08, time: 1.031, data_time: 0.402, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.3019, loss: 1.3019, grad_norm: 7.0626 2020-08-16 15:54:34,751 - mmaction - INFO - Epoch [43][40/2505] lr: 3.750e-04, eta: 1 day, 6:44:51, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8615, loss_cls: 1.3288, loss: 1.3288, grad_norm: 7.0561 2020-08-16 15:54:49,648 - mmaction - INFO - Epoch [43][60/2505] lr: 3.750e-04, eta: 1 day, 6:44:36, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8714, loss_cls: 1.3123, loss: 1.3123, grad_norm: 6.8285 2020-08-16 15:55:04,784 - mmaction - INFO - Epoch [43][80/2505] lr: 3.750e-04, eta: 1 day, 6:44:20, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2799, loss: 1.2799, grad_norm: 7.0807 2020-08-16 15:55:20,674 - mmaction - INFO - Epoch [43][100/2505] lr: 3.750e-04, eta: 1 day, 6:44:06, time: 0.795, data_time: 0.002, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8578, loss_cls: 1.3401, loss: 1.3401, grad_norm: 7.0331 2020-08-16 15:55:35,522 - mmaction - INFO - Epoch [43][120/2505] lr: 3.750e-04, eta: 1 day, 6:43:50, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8672, loss_cls: 1.2811, loss: 1.2811, grad_norm: 6.9480 2020-08-16 15:55:51,444 - mmaction - INFO - Epoch [43][140/2505] lr: 3.750e-04, eta: 1 day, 6:43:36, time: 0.799, data_time: 0.007, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8646, loss_cls: 1.3461, loss: 1.3461, grad_norm: 7.2031 2020-08-16 15:56:07,659 - mmaction - INFO - Epoch [43][160/2505] lr: 3.750e-04, eta: 1 day, 6:43:22, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8594, loss_cls: 1.3318, loss: 1.3318, grad_norm: 6.8915 2020-08-16 15:56:22,317 - mmaction - INFO - Epoch [43][180/2505] lr: 3.750e-04, eta: 1 day, 6:43:06, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8615, loss_cls: 1.3180, loss: 1.3180, grad_norm: 6.9272 2020-08-16 15:56:37,427 - mmaction - INFO - Epoch [43][200/2505] lr: 3.750e-04, eta: 1 day, 6:42:50, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8635, loss_cls: 1.3457, loss: 1.3457, grad_norm: 7.0766 2020-08-16 15:56:53,854 - mmaction - INFO - Epoch [43][220/2505] lr: 3.750e-04, eta: 1 day, 6:42:37, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8656, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.8852 2020-08-16 15:57:09,127 - mmaction - INFO - Epoch [43][240/2505] lr: 3.750e-04, eta: 1 day, 6:42:22, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8594, loss_cls: 1.2976, loss: 1.2976, grad_norm: 6.9215 2020-08-16 15:57:24,836 - mmaction - INFO - Epoch [43][260/2505] lr: 3.750e-04, eta: 1 day, 6:42:07, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8562, loss_cls: 1.3901, loss: 1.3901, grad_norm: 7.2244 2020-08-16 15:57:39,847 - mmaction - INFO - Epoch [43][280/2505] lr: 3.750e-04, eta: 1 day, 6:41:51, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8672, loss_cls: 1.3175, loss: 1.3175, grad_norm: 7.0917 2020-08-16 15:57:55,299 - mmaction - INFO - Epoch [43][300/2505] lr: 3.750e-04, eta: 1 day, 6:41:36, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8505, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.9555 2020-08-16 15:58:10,446 - mmaction - INFO - Epoch [43][320/2505] lr: 3.750e-04, eta: 1 day, 6:41:21, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8729, loss_cls: 1.2749, loss: 1.2749, grad_norm: 6.9429 2020-08-16 15:58:25,771 - mmaction - INFO - Epoch [43][340/2505] lr: 3.750e-04, eta: 1 day, 6:41:06, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8625, loss_cls: 1.3051, loss: 1.3051, grad_norm: 6.8194 2020-08-16 15:58:40,970 - mmaction - INFO - Epoch [43][360/2505] lr: 3.750e-04, eta: 1 day, 6:40:51, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6583, top5_acc: 0.8448, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.1443 2020-08-16 15:58:56,151 - mmaction - INFO - Epoch [43][380/2505] lr: 3.750e-04, eta: 1 day, 6:40:35, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8776, loss_cls: 1.3160, loss: 1.3160, grad_norm: 7.0932 2020-08-16 15:59:12,276 - mmaction - INFO - Epoch [43][400/2505] lr: 3.750e-04, eta: 1 day, 6:40:21, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8755, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.0552 2020-08-16 15:59:27,577 - mmaction - INFO - Epoch [43][420/2505] lr: 3.750e-04, eta: 1 day, 6:40:06, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.6708, top5_acc: 0.8661, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.9190 2020-08-16 15:59:42,949 - mmaction - INFO - Epoch [43][440/2505] lr: 3.750e-04, eta: 1 day, 6:39:51, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6708, top5_acc: 0.8599, loss_cls: 1.3358, loss: 1.3358, grad_norm: 6.9894 2020-08-16 15:59:57,981 - mmaction - INFO - Epoch [43][460/2505] lr: 3.750e-04, eta: 1 day, 6:39:36, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8724, loss_cls: 1.2771, loss: 1.2771, grad_norm: 6.8475 2020-08-16 16:00:14,313 - mmaction - INFO - Epoch [43][480/2505] lr: 3.750e-04, eta: 1 day, 6:39:22, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8453, loss_cls: 1.3994, loss: 1.3994, grad_norm: 7.2537 2020-08-16 16:00:29,275 - mmaction - INFO - Epoch [43][500/2505] lr: 3.750e-04, eta: 1 day, 6:39:06, time: 0.758, data_time: 0.019, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.1618 2020-08-16 16:00:44,471 - mmaction - INFO - Epoch [43][520/2505] lr: 3.750e-04, eta: 1 day, 6:38:51, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3366, loss: 1.3366, grad_norm: 6.9796 2020-08-16 16:01:00,200 - mmaction - INFO - Epoch [43][540/2505] lr: 3.750e-04, eta: 1 day, 6:38:36, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8635, loss_cls: 1.3643, loss: 1.3643, grad_norm: 7.1038 2020-08-16 16:01:16,160 - mmaction - INFO - Epoch [43][560/2505] lr: 3.750e-04, eta: 1 day, 6:38:22, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.9431 2020-08-16 16:01:31,356 - mmaction - INFO - Epoch [43][580/2505] lr: 3.750e-04, eta: 1 day, 6:38:07, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8630, loss_cls: 1.3510, loss: 1.3510, grad_norm: 7.1976 2020-08-16 16:01:47,368 - mmaction - INFO - Epoch [43][600/2505] lr: 3.750e-04, eta: 1 day, 6:37:52, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8437, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.2462 2020-08-16 16:02:01,753 - mmaction - INFO - Epoch [43][620/2505] lr: 3.750e-04, eta: 1 day, 6:37:36, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8651, loss_cls: 1.3563, loss: 1.3563, grad_norm: 7.0895 2020-08-16 16:02:17,388 - mmaction - INFO - Epoch [43][640/2505] lr: 3.750e-04, eta: 1 day, 6:37:21, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8526, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.1077 2020-08-16 16:02:33,156 - mmaction - INFO - Epoch [43][660/2505] lr: 3.750e-04, eta: 1 day, 6:37:07, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8656, loss_cls: 1.2814, loss: 1.2814, grad_norm: 6.8046 2020-08-16 16:02:48,246 - mmaction - INFO - Epoch [43][680/2505] lr: 3.750e-04, eta: 1 day, 6:36:51, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8505, loss_cls: 1.3887, loss: 1.3887, grad_norm: 7.2721 2020-08-16 16:03:03,855 - mmaction - INFO - Epoch [43][700/2505] lr: 3.750e-04, eta: 1 day, 6:36:37, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8708, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.0506 2020-08-16 16:03:19,589 - mmaction - INFO - Epoch [43][720/2505] lr: 3.750e-04, eta: 1 day, 6:36:22, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8531, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.0034 2020-08-16 16:03:34,956 - mmaction - INFO - Epoch [43][740/2505] lr: 3.750e-04, eta: 1 day, 6:36:07, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8714, loss_cls: 1.3489, loss: 1.3489, grad_norm: 7.2597 2020-08-16 16:03:50,488 - mmaction - INFO - Epoch [43][760/2505] lr: 3.750e-04, eta: 1 day, 6:35:52, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8677, loss_cls: 1.2909, loss: 1.2909, grad_norm: 6.8991 2020-08-16 16:04:05,842 - mmaction - INFO - Epoch [43][780/2505] lr: 3.750e-04, eta: 1 day, 6:35:37, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8557, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.2488 2020-08-16 16:04:20,831 - mmaction - INFO - Epoch [43][800/2505] lr: 3.750e-04, eta: 1 day, 6:35:21, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8604, loss_cls: 1.3314, loss: 1.3314, grad_norm: 6.8850 2020-08-16 16:04:37,291 - mmaction - INFO - Epoch [43][820/2505] lr: 3.750e-04, eta: 1 day, 6:35:08, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8552, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.0463 2020-08-16 16:04:51,830 - mmaction - INFO - Epoch [43][840/2505] lr: 3.750e-04, eta: 1 day, 6:34:52, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6536, top5_acc: 0.8573, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.2809 2020-08-16 16:05:07,187 - mmaction - INFO - Epoch [43][860/2505] lr: 3.750e-04, eta: 1 day, 6:34:37, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8714, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.1027 2020-08-16 16:05:23,258 - mmaction - INFO - Epoch [43][880/2505] lr: 3.750e-04, eta: 1 day, 6:34:22, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8661, loss_cls: 1.3209, loss: 1.3209, grad_norm: 6.9958 2020-08-16 16:05:38,128 - mmaction - INFO - Epoch [43][900/2505] lr: 3.750e-04, eta: 1 day, 6:34:07, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8615, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.1536 2020-08-16 16:05:53,736 - mmaction - INFO - Epoch [43][920/2505] lr: 3.750e-04, eta: 1 day, 6:33:52, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8672, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.0534 2020-08-16 16:06:08,639 - mmaction - INFO - Epoch [43][940/2505] lr: 3.750e-04, eta: 1 day, 6:33:36, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.0791 2020-08-16 16:06:24,574 - mmaction - INFO - Epoch [43][960/2505] lr: 3.750e-04, eta: 1 day, 6:33:22, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8542, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.2231 2020-08-16 16:06:39,390 - mmaction - INFO - Epoch [43][980/2505] lr: 3.750e-04, eta: 1 day, 6:33:06, time: 0.745, data_time: 0.008, memory: 8343, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.4632 2020-08-16 16:06:54,895 - mmaction - INFO - Epoch [43][1000/2505] lr: 3.750e-04, eta: 1 day, 6:32:51, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.6589, top5_acc: 0.8589, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.0943 2020-08-16 16:07:10,104 - mmaction - INFO - Epoch [43][1020/2505] lr: 3.750e-04, eta: 1 day, 6:32:36, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8724, loss_cls: 1.2778, loss: 1.2778, grad_norm: 6.9137 2020-08-16 16:07:26,246 - mmaction - INFO - Epoch [43][1040/2505] lr: 3.750e-04, eta: 1 day, 6:32:22, time: 0.807, data_time: 0.007, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8646, loss_cls: 1.3403, loss: 1.3403, grad_norm: 7.1578 2020-08-16 16:07:40,768 - mmaction - INFO - Epoch [43][1060/2505] lr: 3.750e-04, eta: 1 day, 6:32:06, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8734, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.7675 2020-08-16 16:07:56,541 - mmaction - INFO - Epoch [43][1080/2505] lr: 3.750e-04, eta: 1 day, 6:31:51, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8630, loss_cls: 1.3227, loss: 1.3227, grad_norm: 7.0725 2020-08-16 16:08:12,969 - mmaction - INFO - Epoch [43][1100/2505] lr: 3.750e-04, eta: 1 day, 6:31:38, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3161, loss: 1.3161, grad_norm: 7.1351 2020-08-16 16:08:29,251 - mmaction - INFO - Epoch [43][1120/2505] lr: 3.750e-04, eta: 1 day, 6:31:24, time: 0.810, data_time: 0.007, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8599, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.0499 2020-08-16 16:08:44,144 - mmaction - INFO - Epoch [43][1140/2505] lr: 3.750e-04, eta: 1 day, 6:31:08, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8552, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.1211 2020-08-16 16:08:59,320 - mmaction - INFO - Epoch [43][1160/2505] lr: 3.750e-04, eta: 1 day, 6:30:53, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8625, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.0990 2020-08-16 16:09:15,071 - mmaction - INFO - Epoch [43][1180/2505] lr: 3.750e-04, eta: 1 day, 6:30:38, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6583, top5_acc: 0.8531, loss_cls: 1.3773, loss: 1.3773, grad_norm: 7.1760 2020-08-16 16:09:30,638 - mmaction - INFO - Epoch [43][1200/2505] lr: 3.750e-04, eta: 1 day, 6:30:23, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8469, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.0166 2020-08-16 16:09:45,602 - mmaction - INFO - Epoch [43][1220/2505] lr: 3.750e-04, eta: 1 day, 6:30:08, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6531, top5_acc: 0.8573, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.2679 2020-08-16 16:10:00,717 - mmaction - INFO - Epoch [43][1240/2505] lr: 3.750e-04, eta: 1 day, 6:29:52, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8562, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.8891 2020-08-16 16:10:15,985 - mmaction - INFO - Epoch [43][1260/2505] lr: 3.750e-04, eta: 1 day, 6:29:37, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8630, loss_cls: 1.3839, loss: 1.3839, grad_norm: 6.9807 2020-08-16 16:10:31,779 - mmaction - INFO - Epoch [43][1280/2505] lr: 3.750e-04, eta: 1 day, 6:29:23, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8771, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.7005 2020-08-16 16:10:46,910 - mmaction - INFO - Epoch [43][1300/2505] lr: 3.750e-04, eta: 1 day, 6:29:07, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3501, loss: 1.3501, grad_norm: 7.2720 2020-08-16 16:11:02,172 - mmaction - INFO - Epoch [43][1320/2505] lr: 3.750e-04, eta: 1 day, 6:28:52, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8682, loss_cls: 1.3409, loss: 1.3409, grad_norm: 7.1053 2020-08-16 16:11:17,916 - mmaction - INFO - Epoch [43][1340/2505] lr: 3.750e-04, eta: 1 day, 6:28:37, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8656, loss_cls: 1.3043, loss: 1.3043, grad_norm: 7.0267 2020-08-16 16:11:33,037 - mmaction - INFO - Epoch [43][1360/2505] lr: 3.750e-04, eta: 1 day, 6:28:22, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8589, loss_cls: 1.2987, loss: 1.2987, grad_norm: 7.0628 2020-08-16 16:11:48,455 - mmaction - INFO - Epoch [43][1380/2505] lr: 3.750e-04, eta: 1 day, 6:28:07, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8661, loss_cls: 1.3259, loss: 1.3259, grad_norm: 7.0505 2020-08-16 16:12:04,519 - mmaction - INFO - Epoch [43][1400/2505] lr: 3.750e-04, eta: 1 day, 6:27:53, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8651, loss_cls: 1.3199, loss: 1.3199, grad_norm: 6.9236 2020-08-16 16:12:20,467 - mmaction - INFO - Epoch [43][1420/2505] lr: 3.750e-04, eta: 1 day, 6:27:39, time: 0.798, data_time: 0.003, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8604, loss_cls: 1.3363, loss: 1.3363, grad_norm: 7.1669 2020-08-16 16:12:37,038 - mmaction - INFO - Epoch [43][1440/2505] lr: 3.750e-04, eta: 1 day, 6:27:25, time: 0.827, data_time: 0.004, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8479, loss_cls: 1.3763, loss: 1.3763, grad_norm: 6.9695 2020-08-16 16:12:51,444 - mmaction - INFO - Epoch [43][1460/2505] lr: 3.750e-04, eta: 1 day, 6:27:09, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8500, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.1732 2020-08-16 16:13:08,955 - mmaction - INFO - Epoch [43][1480/2505] lr: 3.750e-04, eta: 1 day, 6:26:56, time: 0.872, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8573, loss_cls: 1.3506, loss: 1.3506, grad_norm: 7.1749 2020-08-16 16:13:24,486 - mmaction - INFO - Epoch [43][1500/2505] lr: 3.750e-04, eta: 1 day, 6:26:42, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8651, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.9811 2020-08-16 16:13:39,607 - mmaction - INFO - Epoch [43][1520/2505] lr: 3.750e-04, eta: 1 day, 6:26:26, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8563, loss_cls: 1.3517, loss: 1.3517, grad_norm: 7.0331 2020-08-16 16:13:54,212 - mmaction - INFO - Epoch [43][1540/2505] lr: 3.750e-04, eta: 1 day, 6:26:10, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8557, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.2451 2020-08-16 16:14:09,400 - mmaction - INFO - Epoch [43][1560/2505] lr: 3.750e-04, eta: 1 day, 6:25:55, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.0927 2020-08-16 16:14:25,635 - mmaction - INFO - Epoch [43][1580/2505] lr: 3.750e-04, eta: 1 day, 6:25:41, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8599, loss_cls: 1.3144, loss: 1.3144, grad_norm: 7.0829 2020-08-16 16:14:41,273 - mmaction - INFO - Epoch [43][1600/2505] lr: 3.750e-04, eta: 1 day, 6:25:26, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8635, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.0248 2020-08-16 16:14:56,326 - mmaction - INFO - Epoch [43][1620/2505] lr: 3.750e-04, eta: 1 day, 6:25:11, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.2110 2020-08-16 16:15:11,976 - mmaction - INFO - Epoch [43][1640/2505] lr: 3.750e-04, eta: 1 day, 6:24:56, time: 0.781, data_time: 0.008, memory: 8343, top1_acc: 0.6651, top5_acc: 0.8542, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.4014 2020-08-16 16:15:27,266 - mmaction - INFO - Epoch [43][1660/2505] lr: 3.750e-04, eta: 1 day, 6:24:41, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8563, loss_cls: 1.3418, loss: 1.3418, grad_norm: 7.0391 2020-08-16 16:15:42,871 - mmaction - INFO - Epoch [43][1680/2505] lr: 3.750e-04, eta: 1 day, 6:24:26, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8661, loss_cls: 1.3291, loss: 1.3291, grad_norm: 7.0580 2020-08-16 16:15:58,015 - mmaction - INFO - Epoch [43][1700/2505] lr: 3.750e-04, eta: 1 day, 6:24:11, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8625, loss_cls: 1.3448, loss: 1.3448, grad_norm: 7.1281 2020-08-16 16:16:13,307 - mmaction - INFO - Epoch [43][1720/2505] lr: 3.750e-04, eta: 1 day, 6:23:55, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8490, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.2019 2020-08-16 16:16:28,960 - mmaction - INFO - Epoch [43][1740/2505] lr: 3.750e-04, eta: 1 day, 6:23:41, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2505, loss: 1.2505, grad_norm: 6.8050 2020-08-16 16:16:44,013 - mmaction - INFO - Epoch [43][1760/2505] lr: 3.750e-04, eta: 1 day, 6:23:25, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8615, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.9211 2020-08-16 16:17:00,199 - mmaction - INFO - Epoch [43][1780/2505] lr: 3.750e-04, eta: 1 day, 6:23:11, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.6688, top5_acc: 0.8594, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.0136 2020-08-16 16:17:15,378 - mmaction - INFO - Epoch [43][1800/2505] lr: 3.750e-04, eta: 1 day, 6:22:56, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8677, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.1175 2020-08-16 16:17:31,839 - mmaction - INFO - Epoch [43][1820/2505] lr: 3.750e-04, eta: 1 day, 6:22:42, time: 0.821, data_time: 0.004, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8641, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.9434 2020-08-16 16:17:46,827 - mmaction - INFO - Epoch [43][1840/2505] lr: 3.750e-04, eta: 1 day, 6:22:27, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8802, loss_cls: 1.2502, loss: 1.2502, grad_norm: 7.0530 2020-08-16 16:18:03,018 - mmaction - INFO - Epoch [43][1860/2505] lr: 3.750e-04, eta: 1 day, 6:22:13, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.9970 2020-08-16 16:18:18,033 - mmaction - INFO - Epoch [43][1880/2505] lr: 3.750e-04, eta: 1 day, 6:21:57, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.1050 2020-08-16 16:18:33,392 - mmaction - INFO - Epoch [43][1900/2505] lr: 3.750e-04, eta: 1 day, 6:21:42, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8552, loss_cls: 1.3835, loss: 1.3835, grad_norm: 7.1876 2020-08-16 16:18:49,080 - mmaction - INFO - Epoch [43][1920/2505] lr: 3.750e-04, eta: 1 day, 6:21:27, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8573, loss_cls: 1.3655, loss: 1.3655, grad_norm: 7.4225 2020-08-16 16:19:04,211 - mmaction - INFO - Epoch [43][1940/2505] lr: 3.750e-04, eta: 1 day, 6:21:12, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8714, loss_cls: 1.3240, loss: 1.3240, grad_norm: 7.2383 2020-08-16 16:19:20,626 - mmaction - INFO - Epoch [43][1960/2505] lr: 3.750e-04, eta: 1 day, 6:20:58, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8667, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.9543 2020-08-16 16:19:35,289 - mmaction - INFO - Epoch [43][1980/2505] lr: 3.750e-04, eta: 1 day, 6:20:42, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8620, loss_cls: 1.3718, loss: 1.3718, grad_norm: 7.3171 2020-08-16 16:19:50,576 - mmaction - INFO - Epoch [43][2000/2505] lr: 3.750e-04, eta: 1 day, 6:20:27, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8589, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.9732 2020-08-16 16:20:06,229 - mmaction - INFO - Epoch [43][2020/2505] lr: 3.750e-04, eta: 1 day, 6:20:12, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3519, loss: 1.3519, grad_norm: 7.2167 2020-08-16 16:20:21,651 - mmaction - INFO - Epoch [43][2040/2505] lr: 3.750e-04, eta: 1 day, 6:19:57, time: 0.769, data_time: 0.002, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8604, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.1119 2020-08-16 16:20:36,783 - mmaction - INFO - Epoch [43][2060/2505] lr: 3.750e-04, eta: 1 day, 6:19:42, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8563, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.0257 2020-08-16 16:20:52,437 - mmaction - INFO - Epoch [43][2080/2505] lr: 3.750e-04, eta: 1 day, 6:19:27, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8724, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.0391 2020-08-16 16:21:08,493 - mmaction - INFO - Epoch [43][2100/2505] lr: 3.750e-04, eta: 1 day, 6:19:13, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8615, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.2958 2020-08-16 16:21:24,095 - mmaction - INFO - Epoch [43][2120/2505] lr: 3.750e-04, eta: 1 day, 6:18:58, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8594, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.1128 2020-08-16 16:21:39,269 - mmaction - INFO - Epoch [43][2140/2505] lr: 3.750e-04, eta: 1 day, 6:18:43, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3529, loss: 1.3529, grad_norm: 7.0771 2020-08-16 16:21:54,630 - mmaction - INFO - Epoch [43][2160/2505] lr: 3.750e-04, eta: 1 day, 6:18:28, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.2673 2020-08-16 16:22:09,817 - mmaction - INFO - Epoch [43][2180/2505] lr: 3.750e-04, eta: 1 day, 6:18:13, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8651, loss_cls: 1.3163, loss: 1.3163, grad_norm: 7.2412 2020-08-16 16:22:25,573 - mmaction - INFO - Epoch [43][2200/2505] lr: 3.750e-04, eta: 1 day, 6:17:58, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8776, loss_cls: 1.2835, loss: 1.2835, grad_norm: 7.1694 2020-08-16 16:22:41,136 - mmaction - INFO - Epoch [43][2220/2505] lr: 3.750e-04, eta: 1 day, 6:17:43, time: 0.777, data_time: 0.002, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8609, loss_cls: 1.3210, loss: 1.3210, grad_norm: 6.8602 2020-08-16 16:22:56,834 - mmaction - INFO - Epoch [43][2240/2505] lr: 3.750e-04, eta: 1 day, 6:17:29, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8453, loss_cls: 1.3854, loss: 1.3854, grad_norm: 7.1861 2020-08-16 16:23:12,145 - mmaction - INFO - Epoch [43][2260/2505] lr: 3.750e-04, eta: 1 day, 6:17:13, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8724, loss_cls: 1.2865, loss: 1.2865, grad_norm: 6.9544 2020-08-16 16:23:27,886 - mmaction - INFO - Epoch [43][2280/2505] lr: 3.750e-04, eta: 1 day, 6:16:59, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8609, loss_cls: 1.3639, loss: 1.3639, grad_norm: 7.3107 2020-08-16 16:23:43,081 - mmaction - INFO - Epoch [43][2300/2505] lr: 3.750e-04, eta: 1 day, 6:16:44, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8724, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.0096 2020-08-16 16:23:58,300 - mmaction - INFO - Epoch [43][2320/2505] lr: 3.750e-04, eta: 1 day, 6:16:28, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.6505, top5_acc: 0.8573, loss_cls: 1.3873, loss: 1.3873, grad_norm: 7.1896 2020-08-16 16:24:13,614 - mmaction - INFO - Epoch [43][2340/2505] lr: 3.750e-04, eta: 1 day, 6:16:13, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8714, loss_cls: 1.3013, loss: 1.3013, grad_norm: 7.2275 2020-08-16 16:24:29,990 - mmaction - INFO - Epoch [43][2360/2505] lr: 3.750e-04, eta: 1 day, 6:15:59, time: 0.820, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8620, loss_cls: 1.3837, loss: 1.3837, grad_norm: 7.2307 2020-08-16 16:24:44,696 - mmaction - INFO - Epoch [43][2380/2505] lr: 3.750e-04, eta: 1 day, 6:15:43, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8495, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.2355 2020-08-16 16:25:00,018 - mmaction - INFO - Epoch [43][2400/2505] lr: 3.750e-04, eta: 1 day, 6:15:28, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.1345 2020-08-16 16:25:16,028 - mmaction - INFO - Epoch [43][2420/2505] lr: 3.750e-04, eta: 1 day, 6:15:14, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.8624 2020-08-16 16:25:31,397 - mmaction - INFO - Epoch [43][2440/2505] lr: 3.750e-04, eta: 1 day, 6:14:59, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8609, loss_cls: 1.3391, loss: 1.3391, grad_norm: 7.0597 2020-08-16 16:25:46,892 - mmaction - INFO - Epoch [43][2460/2505] lr: 3.750e-04, eta: 1 day, 6:14:44, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.2303 2020-08-16 16:26:01,826 - mmaction - INFO - Epoch [43][2480/2505] lr: 3.750e-04, eta: 1 day, 6:14:28, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8552, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.3056 2020-08-16 16:26:17,717 - mmaction - INFO - Epoch [43][2500/2505] lr: 3.750e-04, eta: 1 day, 6:14:14, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8703, loss_cls: 1.3225, loss: 1.3225, grad_norm: 7.1176 2020-08-16 16:26:21,401 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-08-16 16:26:47,351 - mmaction - INFO - Epoch [44][20/2505] lr: 3.750e-04, eta: 1 day, 6:14:03, time: 1.269, data_time: 0.646, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8698, loss_cls: 1.2992, loss: 1.2992, grad_norm: 7.0436 2020-08-16 16:27:01,783 - mmaction - INFO - Epoch [44][40/2505] lr: 3.750e-04, eta: 1 day, 6:13:47, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8630, loss_cls: 1.3321, loss: 1.3321, grad_norm: 7.2294 2020-08-16 16:27:15,823 - mmaction - INFO - Epoch [44][60/2505] lr: 3.750e-04, eta: 1 day, 6:13:30, time: 0.700, data_time: 0.004, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8714, loss_cls: 1.3225, loss: 1.3225, grad_norm: 7.0662 2020-08-16 16:27:30,770 - mmaction - INFO - Epoch [44][80/2505] lr: 3.750e-04, eta: 1 day, 6:13:14, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8771, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.7895 2020-08-16 16:27:45,704 - mmaction - INFO - Epoch [44][100/2505] lr: 3.750e-04, eta: 1 day, 6:12:59, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8651, loss_cls: 1.3010, loss: 1.3010, grad_norm: 7.0381 2020-08-16 16:28:01,676 - mmaction - INFO - Epoch [44][120/2505] lr: 3.750e-04, eta: 1 day, 6:12:45, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8672, loss_cls: 1.3145, loss: 1.3145, grad_norm: 7.1830 2020-08-16 16:28:16,925 - mmaction - INFO - Epoch [44][140/2505] lr: 3.750e-04, eta: 1 day, 6:12:29, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8766, loss_cls: 1.2737, loss: 1.2737, grad_norm: 7.1827 2020-08-16 16:28:32,320 - mmaction - INFO - Epoch [44][160/2505] lr: 3.750e-04, eta: 1 day, 6:12:14, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8604, loss_cls: 1.3277, loss: 1.3277, grad_norm: 7.1094 2020-08-16 16:28:47,603 - mmaction - INFO - Epoch [44][180/2505] lr: 3.750e-04, eta: 1 day, 6:11:59, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3215, loss: 1.3215, grad_norm: 7.1326 2020-08-16 16:29:02,875 - mmaction - INFO - Epoch [44][200/2505] lr: 3.750e-04, eta: 1 day, 6:11:44, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8667, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.0251 2020-08-16 16:29:18,442 - mmaction - INFO - Epoch [44][220/2505] lr: 3.750e-04, eta: 1 day, 6:11:29, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.6536, top5_acc: 0.8531, loss_cls: 1.4133, loss: 1.4133, grad_norm: 7.2363 2020-08-16 16:29:33,379 - mmaction - INFO - Epoch [44][240/2505] lr: 3.750e-04, eta: 1 day, 6:11:13, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3343, loss: 1.3343, grad_norm: 7.0571 2020-08-16 16:29:49,192 - mmaction - INFO - Epoch [44][260/2505] lr: 3.750e-04, eta: 1 day, 6:10:59, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8667, loss_cls: 1.3157, loss: 1.3157, grad_norm: 7.1465 2020-08-16 16:30:05,765 - mmaction - INFO - Epoch [44][280/2505] lr: 3.750e-04, eta: 1 day, 6:10:45, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8698, loss_cls: 1.2985, loss: 1.2985, grad_norm: 7.0249 2020-08-16 16:30:20,700 - mmaction - INFO - Epoch [44][300/2505] lr: 3.750e-04, eta: 1 day, 6:10:30, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8693, loss_cls: 1.2777, loss: 1.2777, grad_norm: 7.0812 2020-08-16 16:30:35,841 - mmaction - INFO - Epoch [44][320/2505] lr: 3.750e-04, eta: 1 day, 6:10:14, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8745, loss_cls: 1.2487, loss: 1.2487, grad_norm: 6.9815 2020-08-16 16:30:51,468 - mmaction - INFO - Epoch [44][340/2505] lr: 3.750e-04, eta: 1 day, 6:10:00, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8625, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.8836 2020-08-16 16:31:06,546 - mmaction - INFO - Epoch [44][360/2505] lr: 3.750e-04, eta: 1 day, 6:09:44, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8682, loss_cls: 1.2827, loss: 1.2827, grad_norm: 7.2614 2020-08-16 16:31:22,003 - mmaction - INFO - Epoch [44][380/2505] lr: 3.750e-04, eta: 1 day, 6:09:29, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8448, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.2632 2020-08-16 16:31:37,707 - mmaction - INFO - Epoch [44][400/2505] lr: 3.750e-04, eta: 1 day, 6:09:14, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8807, loss_cls: 1.2407, loss: 1.2407, grad_norm: 7.0890 2020-08-16 16:31:53,069 - mmaction - INFO - Epoch [44][420/2505] lr: 3.750e-04, eta: 1 day, 6:08:59, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8797, loss_cls: 1.2482, loss: 1.2482, grad_norm: 6.9621 2020-08-16 16:32:08,117 - mmaction - INFO - Epoch [44][440/2505] lr: 3.750e-04, eta: 1 day, 6:08:44, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8422, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.4005 2020-08-16 16:32:24,701 - mmaction - INFO - Epoch [44][460/2505] lr: 3.750e-04, eta: 1 day, 6:08:30, time: 0.831, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3303, loss: 1.3303, grad_norm: 7.1136 2020-08-16 16:32:39,726 - mmaction - INFO - Epoch [44][480/2505] lr: 3.750e-04, eta: 1 day, 6:08:15, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8724, loss_cls: 1.2598, loss: 1.2598, grad_norm: 6.8611 2020-08-16 16:32:54,859 - mmaction - INFO - Epoch [44][500/2505] lr: 3.750e-04, eta: 1 day, 6:07:59, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8656, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.1316 2020-08-16 16:33:10,637 - mmaction - INFO - Epoch [44][520/2505] lr: 3.750e-04, eta: 1 day, 6:07:45, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8604, loss_cls: 1.3083, loss: 1.3083, grad_norm: 7.1598 2020-08-16 16:33:25,815 - mmaction - INFO - Epoch [44][540/2505] lr: 3.750e-04, eta: 1 day, 6:07:29, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8630, loss_cls: 1.3425, loss: 1.3425, grad_norm: 7.1060 2020-08-16 16:33:41,569 - mmaction - INFO - Epoch [44][560/2505] lr: 3.750e-04, eta: 1 day, 6:07:15, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8703, loss_cls: 1.3032, loss: 1.3032, grad_norm: 7.1324 2020-08-16 16:33:56,747 - mmaction - INFO - Epoch [44][580/2505] lr: 3.750e-04, eta: 1 day, 6:07:00, time: 0.759, data_time: 0.003, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8812, loss_cls: 1.2381, loss: 1.2381, grad_norm: 6.8257 2020-08-16 16:34:13,313 - mmaction - INFO - Epoch [44][600/2505] lr: 3.750e-04, eta: 1 day, 6:06:46, time: 0.827, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8740, loss_cls: 1.2887, loss: 1.2887, grad_norm: 7.1794 2020-08-16 16:34:28,172 - mmaction - INFO - Epoch [44][620/2505] lr: 3.750e-04, eta: 1 day, 6:06:30, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8729, loss_cls: 1.2833, loss: 1.2833, grad_norm: 7.0119 2020-08-16 16:34:43,364 - mmaction - INFO - Epoch [44][640/2505] lr: 3.750e-04, eta: 1 day, 6:06:15, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8760, loss_cls: 1.2389, loss: 1.2389, grad_norm: 6.9249 2020-08-16 16:34:58,979 - mmaction - INFO - Epoch [44][660/2505] lr: 3.750e-04, eta: 1 day, 6:06:00, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8703, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.0385 2020-08-16 16:35:14,386 - mmaction - INFO - Epoch [44][680/2505] lr: 3.750e-04, eta: 1 day, 6:05:45, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3239, loss: 1.3239, grad_norm: 7.1923 2020-08-16 16:35:29,855 - mmaction - INFO - Epoch [44][700/2505] lr: 3.750e-04, eta: 1 day, 6:05:30, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8536, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.2511 2020-08-16 16:35:45,301 - mmaction - INFO - Epoch [44][720/2505] lr: 3.750e-04, eta: 1 day, 6:05:15, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8474, loss_cls: 1.3675, loss: 1.3675, grad_norm: 7.2495 2020-08-16 16:36:01,310 - mmaction - INFO - Epoch [44][740/2505] lr: 3.750e-04, eta: 1 day, 6:05:01, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8656, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.0543 2020-08-16 16:36:16,140 - mmaction - INFO - Epoch [44][760/2505] lr: 3.750e-04, eta: 1 day, 6:04:45, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8625, loss_cls: 1.3503, loss: 1.3503, grad_norm: 7.2707 2020-08-16 16:36:32,798 - mmaction - INFO - Epoch [44][780/2505] lr: 3.750e-04, eta: 1 day, 6:04:32, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8615, loss_cls: 1.3382, loss: 1.3382, grad_norm: 7.1512 2020-08-16 16:36:47,824 - mmaction - INFO - Epoch [44][800/2505] lr: 3.750e-04, eta: 1 day, 6:04:16, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8573, loss_cls: 1.3569, loss: 1.3569, grad_norm: 7.2078 2020-08-16 16:37:03,303 - mmaction - INFO - Epoch [44][820/2505] lr: 3.750e-04, eta: 1 day, 6:04:01, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8615, loss_cls: 1.3302, loss: 1.3302, grad_norm: 7.1636 2020-08-16 16:37:18,198 - mmaction - INFO - Epoch [44][840/2505] lr: 3.750e-04, eta: 1 day, 6:03:46, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8703, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.3780 2020-08-16 16:37:33,408 - mmaction - INFO - Epoch [44][860/2505] lr: 3.750e-04, eta: 1 day, 6:03:30, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8802, loss_cls: 1.2811, loss: 1.2811, grad_norm: 7.0761 2020-08-16 16:37:49,801 - mmaction - INFO - Epoch [44][880/2505] lr: 3.750e-04, eta: 1 day, 6:03:16, time: 0.819, data_time: 0.007, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8641, loss_cls: 1.2847, loss: 1.2847, grad_norm: 6.8808 2020-08-16 16:38:04,985 - mmaction - INFO - Epoch [44][900/2505] lr: 3.750e-04, eta: 1 day, 6:03:01, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8677, loss_cls: 1.3329, loss: 1.3329, grad_norm: 7.3783 2020-08-16 16:38:20,983 - mmaction - INFO - Epoch [44][920/2505] lr: 3.750e-04, eta: 1 day, 6:02:47, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8802, loss_cls: 1.2695, loss: 1.2695, grad_norm: 7.1521 2020-08-16 16:38:36,089 - mmaction - INFO - Epoch [44][940/2505] lr: 3.750e-04, eta: 1 day, 6:02:31, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8630, loss_cls: 1.3412, loss: 1.3412, grad_norm: 7.2438 2020-08-16 16:38:51,214 - mmaction - INFO - Epoch [44][960/2505] lr: 3.750e-04, eta: 1 day, 6:02:16, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8672, loss_cls: 1.2720, loss: 1.2720, grad_norm: 6.9551 2020-08-16 16:39:06,861 - mmaction - INFO - Epoch [44][980/2505] lr: 3.750e-04, eta: 1 day, 6:02:01, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.9830 2020-08-16 16:39:21,978 - mmaction - INFO - Epoch [44][1000/2505] lr: 3.750e-04, eta: 1 day, 6:01:46, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8531, loss_cls: 1.3797, loss: 1.3797, grad_norm: 7.0509 2020-08-16 16:39:37,498 - mmaction - INFO - Epoch [44][1020/2505] lr: 3.750e-04, eta: 1 day, 6:01:31, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8646, loss_cls: 1.3024, loss: 1.3024, grad_norm: 6.9488 2020-08-16 16:39:53,257 - mmaction - INFO - Epoch [44][1040/2505] lr: 3.750e-04, eta: 1 day, 6:01:16, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8729, loss_cls: 1.2814, loss: 1.2814, grad_norm: 7.1750 2020-08-16 16:40:09,683 - mmaction - INFO - Epoch [44][1060/2505] lr: 3.750e-04, eta: 1 day, 6:01:03, time: 0.820, data_time: 0.007, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8677, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.8044 2020-08-16 16:40:23,917 - mmaction - INFO - Epoch [44][1080/2505] lr: 3.750e-04, eta: 1 day, 6:00:46, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8505, loss_cls: 1.3998, loss: 1.3998, grad_norm: 7.3580 2020-08-16 16:40:39,477 - mmaction - INFO - Epoch [44][1100/2505] lr: 3.750e-04, eta: 1 day, 6:00:31, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.1729 2020-08-16 16:40:55,593 - mmaction - INFO - Epoch [44][1120/2505] lr: 3.750e-04, eta: 1 day, 6:00:17, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8573, loss_cls: 1.3482, loss: 1.3482, grad_norm: 7.2793 2020-08-16 16:41:10,812 - mmaction - INFO - Epoch [44][1140/2505] lr: 3.750e-04, eta: 1 day, 6:00:02, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8630, loss_cls: 1.3496, loss: 1.3496, grad_norm: 7.4081 2020-08-16 16:41:26,947 - mmaction - INFO - Epoch [44][1160/2505] lr: 3.750e-04, eta: 1 day, 5:59:48, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8677, loss_cls: 1.3231, loss: 1.3231, grad_norm: 7.2383 2020-08-16 16:41:41,672 - mmaction - INFO - Epoch [44][1180/2505] lr: 3.750e-04, eta: 1 day, 5:59:32, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8698, loss_cls: 1.2801, loss: 1.2801, grad_norm: 7.1544 2020-08-16 16:41:58,007 - mmaction - INFO - Epoch [44][1200/2505] lr: 3.750e-04, eta: 1 day, 5:59:18, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8646, loss_cls: 1.3474, loss: 1.3474, grad_norm: 7.1543 2020-08-16 16:42:12,698 - mmaction - INFO - Epoch [44][1220/2505] lr: 3.750e-04, eta: 1 day, 5:59:02, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8552, loss_cls: 1.3715, loss: 1.3715, grad_norm: 7.2060 2020-08-16 16:42:28,060 - mmaction - INFO - Epoch [44][1240/2505] lr: 3.750e-04, eta: 1 day, 5:58:47, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8615, loss_cls: 1.3077, loss: 1.3077, grad_norm: 7.1290 2020-08-16 16:42:43,591 - mmaction - INFO - Epoch [44][1260/2505] lr: 3.750e-04, eta: 1 day, 5:58:32, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8594, loss_cls: 1.3225, loss: 1.3225, grad_norm: 7.2128 2020-08-16 16:42:59,689 - mmaction - INFO - Epoch [44][1280/2505] lr: 3.750e-04, eta: 1 day, 5:58:18, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8641, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.2076 2020-08-16 16:43:14,482 - mmaction - INFO - Epoch [44][1300/2505] lr: 3.750e-04, eta: 1 day, 5:58:02, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8464, loss_cls: 1.3984, loss: 1.3984, grad_norm: 7.3031 2020-08-16 16:43:30,149 - mmaction - INFO - Epoch [44][1320/2505] lr: 3.750e-04, eta: 1 day, 5:57:47, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8755, loss_cls: 1.2853, loss: 1.2853, grad_norm: 7.0987 2020-08-16 16:43:45,542 - mmaction - INFO - Epoch [44][1340/2505] lr: 3.750e-04, eta: 1 day, 5:57:32, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8698, loss_cls: 1.3144, loss: 1.3144, grad_norm: 7.0676 2020-08-16 16:44:00,760 - mmaction - INFO - Epoch [44][1360/2505] lr: 3.750e-04, eta: 1 day, 5:57:17, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8615, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.9190 2020-08-16 16:44:16,514 - mmaction - INFO - Epoch [44][1380/2505] lr: 3.750e-04, eta: 1 day, 5:57:02, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3313, loss: 1.3313, grad_norm: 7.0810 2020-08-16 16:44:32,231 - mmaction - INFO - Epoch [44][1400/2505] lr: 3.750e-04, eta: 1 day, 5:56:48, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8667, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.9846 2020-08-16 16:44:47,612 - mmaction - INFO - Epoch [44][1420/2505] lr: 3.750e-04, eta: 1 day, 5:56:33, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8714, loss_cls: 1.2841, loss: 1.2841, grad_norm: 7.0712 2020-08-16 16:45:03,000 - mmaction - INFO - Epoch [44][1440/2505] lr: 3.750e-04, eta: 1 day, 5:56:18, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8786, loss_cls: 1.2300, loss: 1.2300, grad_norm: 7.0735 2020-08-16 16:45:18,377 - mmaction - INFO - Epoch [44][1460/2505] lr: 3.750e-04, eta: 1 day, 5:56:02, time: 0.768, data_time: 0.003, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8599, loss_cls: 1.3402, loss: 1.3402, grad_norm: 7.1462 2020-08-16 16:45:34,149 - mmaction - INFO - Epoch [44][1480/2505] lr: 3.750e-04, eta: 1 day, 5:55:48, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8786, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.0832 2020-08-16 16:45:48,950 - mmaction - INFO - Epoch [44][1500/2505] lr: 3.750e-04, eta: 1 day, 5:55:32, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8542, loss_cls: 1.3532, loss: 1.3532, grad_norm: 7.1964 2020-08-16 16:46:04,585 - mmaction - INFO - Epoch [44][1520/2505] lr: 3.750e-04, eta: 1 day, 5:55:17, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8708, loss_cls: 1.3107, loss: 1.3107, grad_norm: 7.0931 2020-08-16 16:46:19,773 - mmaction - INFO - Epoch [44][1540/2505] lr: 3.750e-04, eta: 1 day, 5:55:02, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8698, loss_cls: 1.3296, loss: 1.3296, grad_norm: 7.0579 2020-08-16 16:46:35,202 - mmaction - INFO - Epoch [44][1560/2505] lr: 3.750e-04, eta: 1 day, 5:54:47, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6708, top5_acc: 0.8620, loss_cls: 1.3070, loss: 1.3070, grad_norm: 7.1270 2020-08-16 16:46:51,012 - mmaction - INFO - Epoch [44][1580/2505] lr: 3.750e-04, eta: 1 day, 5:54:32, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8573, loss_cls: 1.3302, loss: 1.3302, grad_norm: 7.2117 2020-08-16 16:47:06,307 - mmaction - INFO - Epoch [44][1600/2505] lr: 3.750e-04, eta: 1 day, 5:54:17, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8594, loss_cls: 1.3651, loss: 1.3651, grad_norm: 7.1840 2020-08-16 16:47:22,317 - mmaction - INFO - Epoch [44][1620/2505] lr: 3.750e-04, eta: 1 day, 5:54:03, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8797, loss_cls: 1.3214, loss: 1.3214, grad_norm: 7.1196 2020-08-16 16:47:37,780 - mmaction - INFO - Epoch [44][1640/2505] lr: 3.750e-04, eta: 1 day, 5:53:48, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8542, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.3335 2020-08-16 16:47:53,314 - mmaction - INFO - Epoch [44][1660/2505] lr: 3.750e-04, eta: 1 day, 5:53:33, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8646, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.4311 2020-08-16 16:48:08,918 - mmaction - INFO - Epoch [44][1680/2505] lr: 3.750e-04, eta: 1 day, 5:53:18, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2605, loss: 1.2605, grad_norm: 7.2861 2020-08-16 16:48:23,964 - mmaction - INFO - Epoch [44][1700/2505] lr: 3.750e-04, eta: 1 day, 5:53:03, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8745, loss_cls: 1.2902, loss: 1.2902, grad_norm: 7.2788 2020-08-16 16:48:40,285 - mmaction - INFO - Epoch [44][1720/2505] lr: 3.750e-04, eta: 1 day, 5:52:49, time: 0.814, data_time: 0.006, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8667, loss_cls: 1.3191, loss: 1.3191, grad_norm: 7.0974 2020-08-16 16:48:55,803 - mmaction - INFO - Epoch [44][1740/2505] lr: 3.750e-04, eta: 1 day, 5:52:34, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8547, loss_cls: 1.3882, loss: 1.3882, grad_norm: 7.2929 2020-08-16 16:49:10,935 - mmaction - INFO - Epoch [44][1760/2505] lr: 3.750e-04, eta: 1 day, 5:52:19, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3166, loss: 1.3166, grad_norm: 7.1176 2020-08-16 16:49:28,218 - mmaction - INFO - Epoch [44][1780/2505] lr: 3.750e-04, eta: 1 day, 5:52:06, time: 0.863, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8698, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.3055 2020-08-16 16:49:42,738 - mmaction - INFO - Epoch [44][1800/2505] lr: 3.750e-04, eta: 1 day, 5:51:50, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8573, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.1994 2020-08-16 16:49:58,478 - mmaction - INFO - Epoch [44][1820/2505] lr: 3.750e-04, eta: 1 day, 5:51:35, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8651, loss_cls: 1.2821, loss: 1.2821, grad_norm: 7.1769 2020-08-16 16:50:13,882 - mmaction - INFO - Epoch [44][1840/2505] lr: 3.750e-04, eta: 1 day, 5:51:20, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8521, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.1092 2020-08-16 16:50:28,895 - mmaction - INFO - Epoch [44][1860/2505] lr: 3.750e-04, eta: 1 day, 5:51:05, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6688, top5_acc: 0.8609, loss_cls: 1.3346, loss: 1.3346, grad_norm: 7.2483 2020-08-16 16:50:44,813 - mmaction - INFO - Epoch [44][1880/2505] lr: 3.750e-04, eta: 1 day, 5:50:50, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8698, loss_cls: 1.3118, loss: 1.3118, grad_norm: 7.0815 2020-08-16 16:51:00,763 - mmaction - INFO - Epoch [44][1900/2505] lr: 3.750e-04, eta: 1 day, 5:50:36, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8724, loss_cls: 1.3185, loss: 1.3185, grad_norm: 7.2542 2020-08-16 16:51:15,720 - mmaction - INFO - Epoch [44][1920/2505] lr: 3.750e-04, eta: 1 day, 5:50:20, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8599, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.1172 2020-08-16 16:51:30,668 - mmaction - INFO - Epoch [44][1940/2505] lr: 3.750e-04, eta: 1 day, 5:50:05, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8714, loss_cls: 1.2759, loss: 1.2759, grad_norm: 7.3252 2020-08-16 16:51:46,340 - mmaction - INFO - Epoch [44][1960/2505] lr: 3.750e-04, eta: 1 day, 5:49:50, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8552, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.2070 2020-08-16 16:52:01,324 - mmaction - INFO - Epoch [44][1980/2505] lr: 3.750e-04, eta: 1 day, 5:49:34, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8635, loss_cls: 1.3280, loss: 1.3280, grad_norm: 7.1597 2020-08-16 16:52:16,453 - mmaction - INFO - Epoch [44][2000/2505] lr: 3.750e-04, eta: 1 day, 5:49:19, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8641, loss_cls: 1.3415, loss: 1.3415, grad_norm: 7.2618 2020-08-16 16:52:32,185 - mmaction - INFO - Epoch [44][2020/2505] lr: 3.750e-04, eta: 1 day, 5:49:04, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8635, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.2846 2020-08-16 16:52:47,031 - mmaction - INFO - Epoch [44][2040/2505] lr: 3.750e-04, eta: 1 day, 5:48:48, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8682, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.1984 2020-08-16 16:53:02,663 - mmaction - INFO - Epoch [44][2060/2505] lr: 3.750e-04, eta: 1 day, 5:48:34, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8745, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.2771 2020-08-16 16:53:17,531 - mmaction - INFO - Epoch [44][2080/2505] lr: 3.750e-04, eta: 1 day, 5:48:18, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8599, loss_cls: 1.3394, loss: 1.3394, grad_norm: 7.2101 2020-08-16 16:53:34,538 - mmaction - INFO - Epoch [44][2100/2505] lr: 3.750e-04, eta: 1 day, 5:48:05, time: 0.852, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8646, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.1185 2020-08-16 16:53:49,231 - mmaction - INFO - Epoch [44][2120/2505] lr: 3.750e-04, eta: 1 day, 5:47:49, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8698, loss_cls: 1.2859, loss: 1.2859, grad_norm: 6.8856 2020-08-16 16:54:05,329 - mmaction - INFO - Epoch [44][2140/2505] lr: 3.750e-04, eta: 1 day, 5:47:35, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8693, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.3795 2020-08-16 16:54:20,094 - mmaction - INFO - Epoch [44][2160/2505] lr: 3.750e-04, eta: 1 day, 5:47:19, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3437, loss: 1.3437, grad_norm: 7.1445 2020-08-16 16:54:35,877 - mmaction - INFO - Epoch [44][2180/2505] lr: 3.750e-04, eta: 1 day, 5:47:04, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3176, loss: 1.3176, grad_norm: 7.2405 2020-08-16 16:54:52,543 - mmaction - INFO - Epoch [44][2200/2505] lr: 3.750e-04, eta: 1 day, 5:46:51, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8615, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.2716 2020-08-16 16:55:07,377 - mmaction - INFO - Epoch [44][2220/2505] lr: 3.750e-04, eta: 1 day, 5:46:35, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.2975 2020-08-16 16:55:23,942 - mmaction - INFO - Epoch [44][2240/2505] lr: 3.750e-04, eta: 1 day, 5:46:22, time: 0.829, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8745, loss_cls: 1.2887, loss: 1.2887, grad_norm: 7.2919 2020-08-16 16:55:38,359 - mmaction - INFO - Epoch [44][2260/2505] lr: 3.750e-04, eta: 1 day, 5:46:05, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8500, loss_cls: 1.3814, loss: 1.3814, grad_norm: 7.6296 2020-08-16 16:55:54,438 - mmaction - INFO - Epoch [44][2280/2505] lr: 3.750e-04, eta: 1 day, 5:45:51, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8542, loss_cls: 1.3356, loss: 1.3356, grad_norm: 7.3218 2020-08-16 16:56:10,629 - mmaction - INFO - Epoch [44][2300/2505] lr: 3.750e-04, eta: 1 day, 5:45:37, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8609, loss_cls: 1.3301, loss: 1.3301, grad_norm: 7.2223 2020-08-16 16:56:25,111 - mmaction - INFO - Epoch [44][2320/2505] lr: 3.750e-04, eta: 1 day, 5:45:21, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8698, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.3962 2020-08-16 16:56:40,309 - mmaction - INFO - Epoch [44][2340/2505] lr: 3.750e-04, eta: 1 day, 5:45:05, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8667, loss_cls: 1.3297, loss: 1.3297, grad_norm: 7.1691 2020-08-16 16:56:55,583 - mmaction - INFO - Epoch [44][2360/2505] lr: 3.750e-04, eta: 1 day, 5:44:50, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8786, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.2330 2020-08-16 16:57:11,871 - mmaction - INFO - Epoch [44][2380/2505] lr: 3.750e-04, eta: 1 day, 5:44:36, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8526, loss_cls: 1.3589, loss: 1.3589, grad_norm: 7.2229 2020-08-16 16:57:26,369 - mmaction - INFO - Epoch [44][2400/2505] lr: 3.750e-04, eta: 1 day, 5:44:20, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8802, loss_cls: 1.2698, loss: 1.2698, grad_norm: 7.1929 2020-08-16 16:57:41,405 - mmaction - INFO - Epoch [44][2420/2505] lr: 3.750e-04, eta: 1 day, 5:44:04, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8708, loss_cls: 1.2921, loss: 1.2921, grad_norm: 7.3059 2020-08-16 16:57:57,841 - mmaction - INFO - Epoch [44][2440/2505] lr: 3.750e-04, eta: 1 day, 5:43:51, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8682, loss_cls: 1.2727, loss: 1.2727, grad_norm: 6.9087 2020-08-16 16:58:12,402 - mmaction - INFO - Epoch [44][2460/2505] lr: 3.750e-04, eta: 1 day, 5:43:35, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8578, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.3552 2020-08-16 16:58:27,865 - mmaction - INFO - Epoch [44][2480/2505] lr: 3.750e-04, eta: 1 day, 5:43:20, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8693, loss_cls: 1.2494, loss: 1.2494, grad_norm: 7.0472 2020-08-16 16:58:43,307 - mmaction - INFO - Epoch [44][2500/2505] lr: 3.750e-04, eta: 1 day, 5:43:05, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8495, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.2480 2020-08-16 16:58:47,352 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-16 16:59:08,215 - mmaction - INFO - Epoch [45][20/2505] lr: 3.750e-04, eta: 1 day, 5:42:47, time: 1.023, data_time: 0.392, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8630, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.1631 2020-08-16 16:59:22,790 - mmaction - INFO - Epoch [45][40/2505] lr: 3.750e-04, eta: 1 day, 5:42:31, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8490, loss_cls: 1.3551, loss: 1.3551, grad_norm: 7.2801 2020-08-16 16:59:38,504 - mmaction - INFO - Epoch [45][60/2505] lr: 3.750e-04, eta: 1 day, 5:42:17, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8604, loss_cls: 1.3570, loss: 1.3570, grad_norm: 7.3888 2020-08-16 16:59:53,402 - mmaction - INFO - Epoch [45][80/2505] lr: 3.750e-04, eta: 1 day, 5:42:01, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8708, loss_cls: 1.3166, loss: 1.3166, grad_norm: 7.1870 2020-08-16 17:00:11,822 - mmaction - INFO - Epoch [45][100/2505] lr: 3.750e-04, eta: 1 day, 5:41:49, time: 0.911, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8594, loss_cls: 1.3151, loss: 1.3151, grad_norm: 7.1339 2020-08-16 17:00:26,186 - mmaction - INFO - Epoch [45][120/2505] lr: 3.750e-04, eta: 1 day, 5:41:33, time: 0.728, data_time: 0.018, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8807, loss_cls: 1.1996, loss: 1.1996, grad_norm: 6.9921 2020-08-16 17:00:40,878 - mmaction - INFO - Epoch [45][140/2505] lr: 3.750e-04, eta: 1 day, 5:41:17, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8729, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.1616 2020-08-16 17:00:55,898 - mmaction - INFO - Epoch [45][160/2505] lr: 3.750e-04, eta: 1 day, 5:41:02, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8589, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.4545 2020-08-16 17:01:11,397 - mmaction - INFO - Epoch [45][180/2505] lr: 3.750e-04, eta: 1 day, 5:40:47, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8589, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.3850 2020-08-16 17:01:26,513 - mmaction - INFO - Epoch [45][200/2505] lr: 3.750e-04, eta: 1 day, 5:40:31, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8589, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.3199 2020-08-16 17:01:42,031 - mmaction - INFO - Epoch [45][220/2505] lr: 3.750e-04, eta: 1 day, 5:40:16, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8609, loss_cls: 1.2658, loss: 1.2658, grad_norm: 7.1827 2020-08-16 17:01:57,301 - mmaction - INFO - Epoch [45][240/2505] lr: 3.750e-04, eta: 1 day, 5:40:01, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.1415 2020-08-16 17:02:13,111 - mmaction - INFO - Epoch [45][260/2505] lr: 3.750e-04, eta: 1 day, 5:39:47, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8635, loss_cls: 1.3328, loss: 1.3328, grad_norm: 7.2663 2020-08-16 17:02:28,245 - mmaction - INFO - Epoch [45][280/2505] lr: 3.750e-04, eta: 1 day, 5:39:31, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8719, loss_cls: 1.2507, loss: 1.2507, grad_norm: 7.2192 2020-08-16 17:02:43,471 - mmaction - INFO - Epoch [45][300/2505] lr: 3.750e-04, eta: 1 day, 5:39:16, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3860, loss: 1.3860, grad_norm: 7.3191 2020-08-16 17:02:58,915 - mmaction - INFO - Epoch [45][320/2505] lr: 3.750e-04, eta: 1 day, 5:39:01, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8693, loss_cls: 1.2645, loss: 1.2645, grad_norm: 7.1698 2020-08-16 17:03:14,272 - mmaction - INFO - Epoch [45][340/2505] lr: 3.750e-04, eta: 1 day, 5:38:46, time: 0.768, data_time: 0.002, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8656, loss_cls: 1.3036, loss: 1.3036, grad_norm: 6.9775 2020-08-16 17:03:30,240 - mmaction - INFO - Epoch [45][360/2505] lr: 3.750e-04, eta: 1 day, 5:38:31, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8396, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.2002 2020-08-16 17:03:45,816 - mmaction - INFO - Epoch [45][380/2505] lr: 3.750e-04, eta: 1 day, 5:38:17, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8698, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.1964 2020-08-16 17:04:00,427 - mmaction - INFO - Epoch [45][400/2505] lr: 3.750e-04, eta: 1 day, 5:38:01, time: 0.730, data_time: 0.002, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8740, loss_cls: 1.2822, loss: 1.2822, grad_norm: 7.1833 2020-08-16 17:04:15,585 - mmaction - INFO - Epoch [45][420/2505] lr: 3.750e-04, eta: 1 day, 5:37:45, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.1919 2020-08-16 17:04:30,640 - mmaction - INFO - Epoch [45][440/2505] lr: 3.750e-04, eta: 1 day, 5:37:30, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8641, loss_cls: 1.3175, loss: 1.3175, grad_norm: 7.2752 2020-08-16 17:04:46,730 - mmaction - INFO - Epoch [45][460/2505] lr: 3.750e-04, eta: 1 day, 5:37:15, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8568, loss_cls: 1.3203, loss: 1.3203, grad_norm: 7.2749 2020-08-16 17:05:01,958 - mmaction - INFO - Epoch [45][480/2505] lr: 3.750e-04, eta: 1 day, 5:37:00, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8521, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.5861 2020-08-16 17:05:17,208 - mmaction - INFO - Epoch [45][500/2505] lr: 3.750e-04, eta: 1 day, 5:36:45, time: 0.763, data_time: 0.003, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8620, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.1541 2020-08-16 17:05:32,499 - mmaction - INFO - Epoch [45][520/2505] lr: 3.750e-04, eta: 1 day, 5:36:30, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2900, loss: 1.2900, grad_norm: 7.1369 2020-08-16 17:05:47,901 - mmaction - INFO - Epoch [45][540/2505] lr: 3.750e-04, eta: 1 day, 5:36:15, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6651, top5_acc: 0.8604, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.4002 2020-08-16 17:06:03,675 - mmaction - INFO - Epoch [45][560/2505] lr: 3.750e-04, eta: 1 day, 5:36:00, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8766, loss_cls: 1.2506, loss: 1.2506, grad_norm: 7.0909 2020-08-16 17:06:19,142 - mmaction - INFO - Epoch [45][580/2505] lr: 3.750e-04, eta: 1 day, 5:35:45, time: 0.774, data_time: 0.008, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8698, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.0275 2020-08-16 17:06:34,343 - mmaction - INFO - Epoch [45][600/2505] lr: 3.750e-04, eta: 1 day, 5:35:30, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8714, loss_cls: 1.2713, loss: 1.2713, grad_norm: 7.0035 2020-08-16 17:06:49,754 - mmaction - INFO - Epoch [45][620/2505] lr: 3.750e-04, eta: 1 day, 5:35:15, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.3009, loss: 1.3009, grad_norm: 7.4161 2020-08-16 17:07:05,120 - mmaction - INFO - Epoch [45][640/2505] lr: 3.750e-04, eta: 1 day, 5:35:00, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8682, loss_cls: 1.2970, loss: 1.2970, grad_norm: 7.1798 2020-08-16 17:07:20,825 - mmaction - INFO - Epoch [45][660/2505] lr: 3.750e-04, eta: 1 day, 5:34:45, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8495, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.3190 2020-08-16 17:07:35,950 - mmaction - INFO - Epoch [45][680/2505] lr: 3.750e-04, eta: 1 day, 5:34:29, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8641, loss_cls: 1.2988, loss: 1.2988, grad_norm: 7.1593 2020-08-16 17:07:51,504 - mmaction - INFO - Epoch [45][700/2505] lr: 3.750e-04, eta: 1 day, 5:34:15, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8766, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.8754 2020-08-16 17:08:06,955 - mmaction - INFO - Epoch [45][720/2505] lr: 3.750e-04, eta: 1 day, 5:34:00, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8698, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.1260 2020-08-16 17:08:23,285 - mmaction - INFO - Epoch [45][740/2505] lr: 3.750e-04, eta: 1 day, 5:33:46, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8583, loss_cls: 1.2905, loss: 1.2905, grad_norm: 7.1454 2020-08-16 17:08:37,817 - mmaction - INFO - Epoch [45][760/2505] lr: 3.750e-04, eta: 1 day, 5:33:30, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.1639 2020-08-16 17:08:52,741 - mmaction - INFO - Epoch [45][780/2505] lr: 3.750e-04, eta: 1 day, 5:33:14, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8698, loss_cls: 1.3405, loss: 1.3405, grad_norm: 7.2984 2020-08-16 17:09:08,098 - mmaction - INFO - Epoch [45][800/2505] lr: 3.750e-04, eta: 1 day, 5:32:59, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8677, loss_cls: 1.3208, loss: 1.3208, grad_norm: 7.2694 2020-08-16 17:09:23,490 - mmaction - INFO - Epoch [45][820/2505] lr: 3.750e-04, eta: 1 day, 5:32:44, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8651, loss_cls: 1.2975, loss: 1.2975, grad_norm: 7.1899 2020-08-16 17:09:39,118 - mmaction - INFO - Epoch [45][840/2505] lr: 3.750e-04, eta: 1 day, 5:32:29, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8604, loss_cls: 1.3424, loss: 1.3424, grad_norm: 7.1091 2020-08-16 17:09:55,041 - mmaction - INFO - Epoch [45][860/2505] lr: 3.750e-04, eta: 1 day, 5:32:15, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8698, loss_cls: 1.2593, loss: 1.2593, grad_norm: 7.3046 2020-08-16 17:10:09,824 - mmaction - INFO - Epoch [45][880/2505] lr: 3.750e-04, eta: 1 day, 5:31:59, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3587, loss: 1.3587, grad_norm: 7.3015 2020-08-16 17:10:25,737 - mmaction - INFO - Epoch [45][900/2505] lr: 3.750e-04, eta: 1 day, 5:31:44, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8641, loss_cls: 1.2934, loss: 1.2934, grad_norm: 7.2143 2020-08-16 17:10:40,525 - mmaction - INFO - Epoch [45][920/2505] lr: 3.750e-04, eta: 1 day, 5:31:28, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8615, loss_cls: 1.2608, loss: 1.2608, grad_norm: 7.0720 2020-08-16 17:10:57,226 - mmaction - INFO - Epoch [45][940/2505] lr: 3.750e-04, eta: 1 day, 5:31:15, time: 0.835, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8750, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.8707 2020-08-16 17:11:14,010 - mmaction - INFO - Epoch [45][960/2505] lr: 3.750e-04, eta: 1 day, 5:31:02, time: 0.837, data_time: 0.007, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8677, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.2211 2020-08-16 17:11:28,319 - mmaction - INFO - Epoch [45][980/2505] lr: 3.750e-04, eta: 1 day, 5:30:45, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8599, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.3309 2020-08-16 17:11:43,941 - mmaction - INFO - Epoch [45][1000/2505] lr: 3.750e-04, eta: 1 day, 5:30:30, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8672, loss_cls: 1.3193, loss: 1.3193, grad_norm: 7.3930 2020-08-16 17:11:59,009 - mmaction - INFO - Epoch [45][1020/2505] lr: 3.750e-04, eta: 1 day, 5:30:15, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8667, loss_cls: 1.3084, loss: 1.3084, grad_norm: 7.2613 2020-08-16 17:12:14,212 - mmaction - INFO - Epoch [45][1040/2505] lr: 3.750e-04, eta: 1 day, 5:30:00, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8656, loss_cls: 1.3310, loss: 1.3310, grad_norm: 7.4224 2020-08-16 17:12:30,097 - mmaction - INFO - Epoch [45][1060/2505] lr: 3.750e-04, eta: 1 day, 5:29:45, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3111, loss: 1.3111, grad_norm: 7.1769 2020-08-16 17:12:45,258 - mmaction - INFO - Epoch [45][1080/2505] lr: 3.750e-04, eta: 1 day, 5:29:30, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8672, loss_cls: 1.2696, loss: 1.2696, grad_norm: 7.2126 2020-08-16 17:13:01,334 - mmaction - INFO - Epoch [45][1100/2505] lr: 3.750e-04, eta: 1 day, 5:29:16, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8526, loss_cls: 1.3597, loss: 1.3597, grad_norm: 7.2548 2020-08-16 17:13:16,104 - mmaction - INFO - Epoch [45][1120/2505] lr: 3.750e-04, eta: 1 day, 5:29:00, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8604, loss_cls: 1.3533, loss: 1.3533, grad_norm: 7.2490 2020-08-16 17:13:31,878 - mmaction - INFO - Epoch [45][1140/2505] lr: 3.750e-04, eta: 1 day, 5:28:45, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8667, loss_cls: 1.3061, loss: 1.3061, grad_norm: 7.2238 2020-08-16 17:13:47,961 - mmaction - INFO - Epoch [45][1160/2505] lr: 3.750e-04, eta: 1 day, 5:28:31, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8635, loss_cls: 1.3328, loss: 1.3328, grad_norm: 7.2081 2020-08-16 17:14:02,665 - mmaction - INFO - Epoch [45][1180/2505] lr: 3.750e-04, eta: 1 day, 5:28:15, time: 0.736, data_time: 0.003, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8531, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.2011 2020-08-16 17:14:18,059 - mmaction - INFO - Epoch [45][1200/2505] lr: 3.750e-04, eta: 1 day, 5:28:00, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2951, loss: 1.2951, grad_norm: 7.2154 2020-08-16 17:14:33,523 - mmaction - INFO - Epoch [45][1220/2505] lr: 3.750e-04, eta: 1 day, 5:27:45, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8615, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.9652 2020-08-16 17:14:49,491 - mmaction - INFO - Epoch [45][1240/2505] lr: 3.750e-04, eta: 1 day, 5:27:30, time: 0.798, data_time: 0.007, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.2429, loss: 1.2429, grad_norm: 7.2263 2020-08-16 17:15:03,884 - mmaction - INFO - Epoch [45][1260/2505] lr: 3.750e-04, eta: 1 day, 5:27:14, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8615, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.3691 2020-08-16 17:15:19,612 - mmaction - INFO - Epoch [45][1280/2505] lr: 3.750e-04, eta: 1 day, 5:26:59, time: 0.786, data_time: 0.002, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8740, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.2271 2020-08-16 17:15:34,698 - mmaction - INFO - Epoch [45][1300/2505] lr: 3.750e-04, eta: 1 day, 5:26:44, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8724, loss_cls: 1.2689, loss: 1.2689, grad_norm: 7.0049 2020-08-16 17:15:50,512 - mmaction - INFO - Epoch [45][1320/2505] lr: 3.750e-04, eta: 1 day, 5:26:29, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8693, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.1182 2020-08-16 17:16:05,356 - mmaction - INFO - Epoch [45][1340/2505] lr: 3.750e-04, eta: 1 day, 5:26:14, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8635, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.3028 2020-08-16 17:16:21,126 - mmaction - INFO - Epoch [45][1360/2505] lr: 3.750e-04, eta: 1 day, 5:25:59, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8719, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.2360 2020-08-16 17:16:36,850 - mmaction - INFO - Epoch [45][1380/2505] lr: 3.750e-04, eta: 1 day, 5:25:44, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8589, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.2827 2020-08-16 17:16:51,666 - mmaction - INFO - Epoch [45][1400/2505] lr: 3.750e-04, eta: 1 day, 5:25:29, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8693, loss_cls: 1.3106, loss: 1.3106, grad_norm: 7.1436 2020-08-16 17:17:07,357 - mmaction - INFO - Epoch [45][1420/2505] lr: 3.750e-04, eta: 1 day, 5:25:14, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8620, loss_cls: 1.3049, loss: 1.3049, grad_norm: 7.1804 2020-08-16 17:17:22,643 - mmaction - INFO - Epoch [45][1440/2505] lr: 3.750e-04, eta: 1 day, 5:24:59, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8714, loss_cls: 1.2817, loss: 1.2817, grad_norm: 7.3114 2020-08-16 17:17:38,832 - mmaction - INFO - Epoch [45][1460/2505] lr: 3.750e-04, eta: 1 day, 5:24:45, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8672, loss_cls: 1.3106, loss: 1.3106, grad_norm: 7.2224 2020-08-16 17:17:53,646 - mmaction - INFO - Epoch [45][1480/2505] lr: 3.750e-04, eta: 1 day, 5:24:29, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8599, loss_cls: 1.3238, loss: 1.3238, grad_norm: 7.3278 2020-08-16 17:18:09,001 - mmaction - INFO - Epoch [45][1500/2505] lr: 3.750e-04, eta: 1 day, 5:24:14, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.0858 2020-08-16 17:18:24,182 - mmaction - INFO - Epoch [45][1520/2505] lr: 3.750e-04, eta: 1 day, 5:23:58, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8745, loss_cls: 1.2698, loss: 1.2698, grad_norm: 7.2548 2020-08-16 17:18:39,427 - mmaction - INFO - Epoch [45][1540/2505] lr: 3.750e-04, eta: 1 day, 5:23:43, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8667, loss_cls: 1.2906, loss: 1.2906, grad_norm: 7.1626 2020-08-16 17:18:54,754 - mmaction - INFO - Epoch [45][1560/2505] lr: 3.750e-04, eta: 1 day, 5:23:28, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8531, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.4336 2020-08-16 17:19:10,688 - mmaction - INFO - Epoch [45][1580/2505] lr: 3.750e-04, eta: 1 day, 5:23:13, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8672, loss_cls: 1.2737, loss: 1.2737, grad_norm: 7.1800 2020-08-16 17:19:26,288 - mmaction - INFO - Epoch [45][1600/2505] lr: 3.750e-04, eta: 1 day, 5:22:59, time: 0.780, data_time: 0.008, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8755, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.2973 2020-08-16 17:19:41,349 - mmaction - INFO - Epoch [45][1620/2505] lr: 3.750e-04, eta: 1 day, 5:22:43, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8630, loss_cls: 1.2814, loss: 1.2814, grad_norm: 7.0663 2020-08-16 17:19:56,341 - mmaction - INFO - Epoch [45][1640/2505] lr: 3.750e-04, eta: 1 day, 5:22:28, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8625, loss_cls: 1.3199, loss: 1.3199, grad_norm: 7.5684 2020-08-16 17:20:13,201 - mmaction - INFO - Epoch [45][1660/2505] lr: 3.750e-04, eta: 1 day, 5:22:14, time: 0.845, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8672, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.1586 2020-08-16 17:20:28,481 - mmaction - INFO - Epoch [45][1680/2505] lr: 3.750e-04, eta: 1 day, 5:21:59, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.3169, loss: 1.3169, grad_norm: 7.3050 2020-08-16 17:20:43,127 - mmaction - INFO - Epoch [45][1700/2505] lr: 3.750e-04, eta: 1 day, 5:21:43, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8734, loss_cls: 1.2783, loss: 1.2783, grad_norm: 7.2899 2020-08-16 17:20:59,557 - mmaction - INFO - Epoch [45][1720/2505] lr: 3.750e-04, eta: 1 day, 5:21:29, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8760, loss_cls: 1.2718, loss: 1.2718, grad_norm: 7.1455 2020-08-16 17:21:14,275 - mmaction - INFO - Epoch [45][1740/2505] lr: 3.750e-04, eta: 1 day, 5:21:13, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2384, loss: 1.2384, grad_norm: 7.0430 2020-08-16 17:21:29,335 - mmaction - INFO - Epoch [45][1760/2505] lr: 3.750e-04, eta: 1 day, 5:20:58, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8693, loss_cls: 1.3005, loss: 1.3005, grad_norm: 7.4766 2020-08-16 17:21:45,249 - mmaction - INFO - Epoch [45][1780/2505] lr: 3.750e-04, eta: 1 day, 5:20:43, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8667, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.1929 2020-08-16 17:22:00,719 - mmaction - INFO - Epoch [45][1800/2505] lr: 3.750e-04, eta: 1 day, 5:20:28, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8641, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.3933 2020-08-16 17:22:15,663 - mmaction - INFO - Epoch [45][1820/2505] lr: 3.750e-04, eta: 1 day, 5:20:13, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8661, loss_cls: 1.2759, loss: 1.2759, grad_norm: 7.2664 2020-08-16 17:22:31,001 - mmaction - INFO - Epoch [45][1840/2505] lr: 3.750e-04, eta: 1 day, 5:19:58, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8797, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.1286 2020-08-16 17:22:46,429 - mmaction - INFO - Epoch [45][1860/2505] lr: 3.750e-04, eta: 1 day, 5:19:43, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.3099, loss: 1.3099, grad_norm: 7.4420 2020-08-16 17:23:02,191 - mmaction - INFO - Epoch [45][1880/2505] lr: 3.750e-04, eta: 1 day, 5:19:28, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8766, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.1663 2020-08-16 17:23:17,602 - mmaction - INFO - Epoch [45][1900/2505] lr: 3.750e-04, eta: 1 day, 5:19:13, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8745, loss_cls: 1.2837, loss: 1.2837, grad_norm: 7.2847 2020-08-16 17:23:33,318 - mmaction - INFO - Epoch [45][1920/2505] lr: 3.750e-04, eta: 1 day, 5:18:58, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8630, loss_cls: 1.3368, loss: 1.3368, grad_norm: 7.2626 2020-08-16 17:23:48,507 - mmaction - INFO - Epoch [45][1940/2505] lr: 3.750e-04, eta: 1 day, 5:18:43, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8625, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.2494 2020-08-16 17:24:04,167 - mmaction - INFO - Epoch [45][1960/2505] lr: 3.750e-04, eta: 1 day, 5:18:28, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8589, loss_cls: 1.3573, loss: 1.3573, grad_norm: 7.3146 2020-08-16 17:24:20,099 - mmaction - INFO - Epoch [45][1980/2505] lr: 3.750e-04, eta: 1 day, 5:18:14, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8552, loss_cls: 1.2906, loss: 1.2906, grad_norm: 6.9434 2020-08-16 17:24:34,972 - mmaction - INFO - Epoch [45][2000/2505] lr: 3.750e-04, eta: 1 day, 5:17:58, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8661, loss_cls: 1.2612, loss: 1.2612, grad_norm: 7.0123 2020-08-16 17:24:50,270 - mmaction - INFO - Epoch [45][2020/2505] lr: 3.750e-04, eta: 1 day, 5:17:43, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8724, loss_cls: 1.2817, loss: 1.2817, grad_norm: 7.1533 2020-08-16 17:25:06,858 - mmaction - INFO - Epoch [45][2040/2505] lr: 3.750e-04, eta: 1 day, 5:17:29, time: 0.829, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2885, loss: 1.2885, grad_norm: 7.2397 2020-08-16 17:25:23,487 - mmaction - INFO - Epoch [45][2060/2505] lr: 3.750e-04, eta: 1 day, 5:17:15, time: 0.829, data_time: 0.002, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8641, loss_cls: 1.3104, loss: 1.3104, grad_norm: 7.3637 2020-08-16 17:25:37,480 - mmaction - INFO - Epoch [45][2080/2505] lr: 3.750e-04, eta: 1 day, 5:16:59, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8714, loss_cls: 1.3097, loss: 1.3097, grad_norm: 7.3829 2020-08-16 17:25:52,777 - mmaction - INFO - Epoch [45][2100/2505] lr: 3.750e-04, eta: 1 day, 5:16:43, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8693, loss_cls: 1.2478, loss: 1.2478, grad_norm: 6.9566 2020-08-16 17:26:07,857 - mmaction - INFO - Epoch [45][2120/2505] lr: 3.750e-04, eta: 1 day, 5:16:28, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8781, loss_cls: 1.2438, loss: 1.2438, grad_norm: 7.0328 2020-08-16 17:26:23,162 - mmaction - INFO - Epoch [45][2140/2505] lr: 3.750e-04, eta: 1 day, 5:16:13, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8583, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.4330 2020-08-16 17:26:38,872 - mmaction - INFO - Epoch [45][2160/2505] lr: 3.750e-04, eta: 1 day, 5:15:58, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8547, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.4969 2020-08-16 17:26:53,946 - mmaction - INFO - Epoch [45][2180/2505] lr: 3.750e-04, eta: 1 day, 5:15:43, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8734, loss_cls: 1.2997, loss: 1.2997, grad_norm: 7.3890 2020-08-16 17:27:09,084 - mmaction - INFO - Epoch [45][2200/2505] lr: 3.750e-04, eta: 1 day, 5:15:27, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8797, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.2537 2020-08-16 17:27:24,351 - mmaction - INFO - Epoch [45][2220/2505] lr: 3.750e-04, eta: 1 day, 5:15:12, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8646, loss_cls: 1.3240, loss: 1.3240, grad_norm: 7.5266 2020-08-16 17:27:39,453 - mmaction - INFO - Epoch [45][2240/2505] lr: 3.750e-04, eta: 1 day, 5:14:57, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8724, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.3392 2020-08-16 17:27:55,259 - mmaction - INFO - Epoch [45][2260/2505] lr: 3.750e-04, eta: 1 day, 5:14:42, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8651, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.1557 2020-08-16 17:28:10,386 - mmaction - INFO - Epoch [45][2280/2505] lr: 3.750e-04, eta: 1 day, 5:14:27, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.3293 2020-08-16 17:28:26,552 - mmaction - INFO - Epoch [45][2300/2505] lr: 3.750e-04, eta: 1 day, 5:14:12, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8615, loss_cls: 1.3025, loss: 1.3025, grad_norm: 7.2905 2020-08-16 17:28:42,216 - mmaction - INFO - Epoch [45][2320/2505] lr: 3.750e-04, eta: 1 day, 5:13:58, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8687, loss_cls: 1.3033, loss: 1.3033, grad_norm: 7.2470 2020-08-16 17:28:57,678 - mmaction - INFO - Epoch [45][2340/2505] lr: 3.750e-04, eta: 1 day, 5:13:43, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8745, loss_cls: 1.3019, loss: 1.3019, grad_norm: 7.3386 2020-08-16 17:29:13,405 - mmaction - INFO - Epoch [45][2360/2505] lr: 3.750e-04, eta: 1 day, 5:13:28, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8505, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.3445 2020-08-16 17:29:28,101 - mmaction - INFO - Epoch [45][2380/2505] lr: 3.750e-04, eta: 1 day, 5:13:12, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.3024, loss: 1.3024, grad_norm: 7.2694 2020-08-16 17:29:44,339 - mmaction - INFO - Epoch [45][2400/2505] lr: 3.750e-04, eta: 1 day, 5:12:58, time: 0.815, data_time: 0.007, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8630, loss_cls: 1.3331, loss: 1.3331, grad_norm: 7.3735 2020-08-16 17:29:59,784 - mmaction - INFO - Epoch [45][2420/2505] lr: 3.750e-04, eta: 1 day, 5:12:43, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8583, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.5313 2020-08-16 17:30:14,862 - mmaction - INFO - Epoch [45][2440/2505] lr: 3.750e-04, eta: 1 day, 5:12:27, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8630, loss_cls: 1.2851, loss: 1.2851, grad_norm: 7.1996 2020-08-16 17:30:29,999 - mmaction - INFO - Epoch [45][2460/2505] lr: 3.750e-04, eta: 1 day, 5:12:12, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8615, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.4453 2020-08-16 17:30:46,141 - mmaction - INFO - Epoch [45][2480/2505] lr: 3.750e-04, eta: 1 day, 5:11:58, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8630, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.4880 2020-08-16 17:31:01,833 - mmaction - INFO - Epoch [45][2500/2505] lr: 3.750e-04, eta: 1 day, 5:11:43, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8740, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.3614 2020-08-16 17:31:05,733 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-08-16 17:31:30,719 - mmaction - INFO - Epoch [46][20/2505] lr: 3.750e-04, eta: 1 day, 5:11:31, time: 1.221, data_time: 0.605, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.7646 2020-08-16 17:31:43,969 - mmaction - INFO - Epoch [46][40/2505] lr: 3.750e-04, eta: 1 day, 5:11:13, time: 0.663, data_time: 0.003, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8724, loss_cls: 1.2638, loss: 1.2638, grad_norm: 7.1104 2020-08-16 17:31:58,848 - mmaction - INFO - Epoch [46][60/2505] lr: 3.750e-04, eta: 1 day, 5:10:57, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8667, loss_cls: 1.3260, loss: 1.3260, grad_norm: 7.4764 2020-08-16 17:32:13,962 - mmaction - INFO - Epoch [46][80/2505] lr: 3.750e-04, eta: 1 day, 5:10:42, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2723, loss: 1.2723, grad_norm: 7.1386 2020-08-16 17:32:30,627 - mmaction - INFO - Epoch [46][100/2505] lr: 3.750e-04, eta: 1 day, 5:10:28, time: 0.833, data_time: 0.004, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8609, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.2908 2020-08-16 17:32:44,882 - mmaction - INFO - Epoch [46][120/2505] lr: 3.750e-04, eta: 1 day, 5:10:12, time: 0.713, data_time: 0.002, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8672, loss_cls: 1.3351, loss: 1.3351, grad_norm: 7.1907 2020-08-16 17:32:59,946 - mmaction - INFO - Epoch [46][140/2505] lr: 3.750e-04, eta: 1 day, 5:09:56, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8573, loss_cls: 1.3324, loss: 1.3324, grad_norm: 7.1881 2020-08-16 17:33:15,097 - mmaction - INFO - Epoch [46][160/2505] lr: 3.750e-04, eta: 1 day, 5:09:41, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8646, loss_cls: 1.3276, loss: 1.3276, grad_norm: 7.2631 2020-08-16 17:33:30,300 - mmaction - INFO - Epoch [46][180/2505] lr: 3.750e-04, eta: 1 day, 5:09:25, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8693, loss_cls: 1.2735, loss: 1.2735, grad_norm: 7.1823 2020-08-16 17:33:46,420 - mmaction - INFO - Epoch [46][200/2505] lr: 3.750e-04, eta: 1 day, 5:09:11, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8792, loss_cls: 1.2527, loss: 1.2527, grad_norm: 7.0697 2020-08-16 17:34:01,491 - mmaction - INFO - Epoch [46][220/2505] lr: 3.750e-04, eta: 1 day, 5:08:56, time: 0.754, data_time: 0.003, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.9805 2020-08-16 17:34:17,026 - mmaction - INFO - Epoch [46][240/2505] lr: 3.750e-04, eta: 1 day, 5:08:41, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8740, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.2767 2020-08-16 17:34:32,804 - mmaction - INFO - Epoch [46][260/2505] lr: 3.750e-04, eta: 1 day, 5:08:26, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8719, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.4421 2020-08-16 17:34:47,742 - mmaction - INFO - Epoch [46][280/2505] lr: 3.750e-04, eta: 1 day, 5:08:11, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8724, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.3373 2020-08-16 17:35:03,667 - mmaction - INFO - Epoch [46][300/2505] lr: 3.750e-04, eta: 1 day, 5:07:56, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8729, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.2453 2020-08-16 17:35:18,480 - mmaction - INFO - Epoch [46][320/2505] lr: 3.750e-04, eta: 1 day, 5:07:40, time: 0.742, data_time: 0.003, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8589, loss_cls: 1.3162, loss: 1.3162, grad_norm: 7.2844 2020-08-16 17:35:33,531 - mmaction - INFO - Epoch [46][340/2505] lr: 3.750e-04, eta: 1 day, 5:07:25, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8724, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.1015 2020-08-16 17:35:48,973 - mmaction - INFO - Epoch [46][360/2505] lr: 3.750e-04, eta: 1 day, 5:07:10, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6542, top5_acc: 0.8578, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.5337 2020-08-16 17:36:04,134 - mmaction - INFO - Epoch [46][380/2505] lr: 3.750e-04, eta: 1 day, 5:06:54, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8594, loss_cls: 1.3270, loss: 1.3270, grad_norm: 7.3509 2020-08-16 17:36:19,450 - mmaction - INFO - Epoch [46][400/2505] lr: 3.750e-04, eta: 1 day, 5:06:39, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3478, loss: 1.3478, grad_norm: 7.5167 2020-08-16 17:36:35,042 - mmaction - INFO - Epoch [46][420/2505] lr: 3.750e-04, eta: 1 day, 5:06:24, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8693, loss_cls: 1.2870, loss: 1.2870, grad_norm: 7.4700 2020-08-16 17:36:51,011 - mmaction - INFO - Epoch [46][440/2505] lr: 3.750e-04, eta: 1 day, 5:06:10, time: 0.799, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8734, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.3075 2020-08-16 17:37:06,031 - mmaction - INFO - Epoch [46][460/2505] lr: 3.750e-04, eta: 1 day, 5:05:54, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8703, loss_cls: 1.3160, loss: 1.3160, grad_norm: 7.3858 2020-08-16 17:37:21,751 - mmaction - INFO - Epoch [46][480/2505] lr: 3.750e-04, eta: 1 day, 5:05:40, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8755, loss_cls: 1.2755, loss: 1.2755, grad_norm: 7.1861 2020-08-16 17:37:37,141 - mmaction - INFO - Epoch [46][500/2505] lr: 3.750e-04, eta: 1 day, 5:05:25, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8719, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.3090 2020-08-16 17:37:52,016 - mmaction - INFO - Epoch [46][520/2505] lr: 3.750e-04, eta: 1 day, 5:05:09, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8687, loss_cls: 1.2708, loss: 1.2708, grad_norm: 7.2602 2020-08-16 17:38:07,674 - mmaction - INFO - Epoch [46][540/2505] lr: 3.750e-04, eta: 1 day, 5:04:54, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8755, loss_cls: 1.2447, loss: 1.2447, grad_norm: 7.1323 2020-08-16 17:38:22,983 - mmaction - INFO - Epoch [46][560/2505] lr: 3.750e-04, eta: 1 day, 5:04:39, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8625, loss_cls: 1.2868, loss: 1.2868, grad_norm: 7.2461 2020-08-16 17:38:38,456 - mmaction - INFO - Epoch [46][580/2505] lr: 3.750e-04, eta: 1 day, 5:04:24, time: 0.776, data_time: 0.008, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8755, loss_cls: 1.2849, loss: 1.2849, grad_norm: 7.2961 2020-08-16 17:38:54,585 - mmaction - INFO - Epoch [46][600/2505] lr: 3.750e-04, eta: 1 day, 5:04:10, time: 0.806, data_time: 0.003, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8734, loss_cls: 1.2728, loss: 1.2728, grad_norm: 7.0714 2020-08-16 17:39:09,081 - mmaction - INFO - Epoch [46][620/2505] lr: 3.750e-04, eta: 1 day, 5:03:54, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8703, loss_cls: 1.3024, loss: 1.3024, grad_norm: 7.2027 2020-08-16 17:39:24,419 - mmaction - INFO - Epoch [46][640/2505] lr: 3.750e-04, eta: 1 day, 5:03:38, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8573, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.5871 2020-08-16 17:39:40,461 - mmaction - INFO - Epoch [46][660/2505] lr: 3.750e-04, eta: 1 day, 5:03:24, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8630, loss_cls: 1.3021, loss: 1.3021, grad_norm: 7.3551 2020-08-16 17:39:55,243 - mmaction - INFO - Epoch [46][680/2505] lr: 3.750e-04, eta: 1 day, 5:03:08, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8573, loss_cls: 1.3243, loss: 1.3243, grad_norm: 7.1746 2020-08-16 17:40:10,256 - mmaction - INFO - Epoch [46][700/2505] lr: 3.750e-04, eta: 1 day, 5:02:53, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8635, loss_cls: 1.3080, loss: 1.3080, grad_norm: 7.3436 2020-08-16 17:40:25,710 - mmaction - INFO - Epoch [46][720/2505] lr: 3.750e-04, eta: 1 day, 5:02:38, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8703, loss_cls: 1.2711, loss: 1.2711, grad_norm: 7.3909 2020-08-16 17:40:41,682 - mmaction - INFO - Epoch [46][740/2505] lr: 3.750e-04, eta: 1 day, 5:02:23, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8635, loss_cls: 1.3158, loss: 1.3158, grad_norm: 7.3851 2020-08-16 17:40:56,172 - mmaction - INFO - Epoch [46][760/2505] lr: 3.750e-04, eta: 1 day, 5:02:07, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8734, loss_cls: 1.2836, loss: 1.2836, grad_norm: 7.3433 2020-08-16 17:41:11,503 - mmaction - INFO - Epoch [46][780/2505] lr: 3.750e-04, eta: 1 day, 5:01:52, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8583, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.4823 2020-08-16 17:41:27,501 - mmaction - INFO - Epoch [46][800/2505] lr: 3.750e-04, eta: 1 day, 5:01:38, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8927, loss_cls: 1.2060, loss: 1.2060, grad_norm: 7.1656 2020-08-16 17:41:43,630 - mmaction - INFO - Epoch [46][820/2505] lr: 3.750e-04, eta: 1 day, 5:01:23, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.2927, loss: 1.2927, grad_norm: 7.0667 2020-08-16 17:41:58,425 - mmaction - INFO - Epoch [46][840/2505] lr: 3.750e-04, eta: 1 day, 5:01:08, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8693, loss_cls: 1.2992, loss: 1.2992, grad_norm: 7.2835 2020-08-16 17:42:13,449 - mmaction - INFO - Epoch [46][860/2505] lr: 3.750e-04, eta: 1 day, 5:00:52, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8729, loss_cls: 1.2749, loss: 1.2749, grad_norm: 7.0617 2020-08-16 17:42:28,942 - mmaction - INFO - Epoch [46][880/2505] lr: 3.750e-04, eta: 1 day, 5:00:37, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8760, loss_cls: 1.2812, loss: 1.2812, grad_norm: 7.3800 2020-08-16 17:42:44,596 - mmaction - INFO - Epoch [46][900/2505] lr: 3.750e-04, eta: 1 day, 5:00:22, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3129, loss: 1.3129, grad_norm: 7.3286 2020-08-16 17:42:59,564 - mmaction - INFO - Epoch [46][920/2505] lr: 3.750e-04, eta: 1 day, 5:00:07, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8724, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.0031 2020-08-16 17:43:15,269 - mmaction - INFO - Epoch [46][940/2505] lr: 3.750e-04, eta: 1 day, 4:59:52, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8766, loss_cls: 1.2893, loss: 1.2893, grad_norm: 7.2657 2020-08-16 17:43:31,338 - mmaction - INFO - Epoch [46][960/2505] lr: 3.750e-04, eta: 1 day, 4:59:38, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8583, loss_cls: 1.3116, loss: 1.3116, grad_norm: 7.0913 2020-08-16 17:43:46,401 - mmaction - INFO - Epoch [46][980/2505] lr: 3.750e-04, eta: 1 day, 4:59:22, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8724, loss_cls: 1.2786, loss: 1.2786, grad_norm: 7.1912 2020-08-16 17:44:01,724 - mmaction - INFO - Epoch [46][1000/2505] lr: 3.750e-04, eta: 1 day, 4:59:07, time: 0.767, data_time: 0.003, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8688, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.1983 2020-08-16 17:44:16,754 - mmaction - INFO - Epoch [46][1020/2505] lr: 3.750e-04, eta: 1 day, 4:58:51, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8786, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.9898 2020-08-16 17:44:32,326 - mmaction - INFO - Epoch [46][1040/2505] lr: 3.750e-04, eta: 1 day, 4:58:37, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2973, loss: 1.2973, grad_norm: 7.3243 2020-08-16 17:44:47,651 - mmaction - INFO - Epoch [46][1060/2505] lr: 3.750e-04, eta: 1 day, 4:58:21, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.3072 2020-08-16 17:45:02,896 - mmaction - INFO - Epoch [46][1080/2505] lr: 3.750e-04, eta: 1 day, 4:58:06, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2826, loss: 1.2826, grad_norm: 7.2020 2020-08-16 17:45:18,914 - mmaction - INFO - Epoch [46][1100/2505] lr: 3.750e-04, eta: 1 day, 4:57:52, time: 0.801, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8797, loss_cls: 1.2368, loss: 1.2368, grad_norm: 7.0408 2020-08-16 17:45:34,683 - mmaction - INFO - Epoch [46][1120/2505] lr: 3.750e-04, eta: 1 day, 4:57:37, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8620, loss_cls: 1.2975, loss: 1.2975, grad_norm: 7.3140 2020-08-16 17:45:49,069 - mmaction - INFO - Epoch [46][1140/2505] lr: 3.750e-04, eta: 1 day, 4:57:21, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8745, loss_cls: 1.2592, loss: 1.2592, grad_norm: 7.1629 2020-08-16 17:46:04,150 - mmaction - INFO - Epoch [46][1160/2505] lr: 3.750e-04, eta: 1 day, 4:57:05, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8646, loss_cls: 1.3211, loss: 1.3211, grad_norm: 7.4241 2020-08-16 17:46:20,033 - mmaction - INFO - Epoch [46][1180/2505] lr: 3.750e-04, eta: 1 day, 4:56:51, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8766, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.3854 2020-08-16 17:46:35,371 - mmaction - INFO - Epoch [46][1200/2505] lr: 3.750e-04, eta: 1 day, 4:56:36, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8750, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.3641 2020-08-16 17:46:50,065 - mmaction - INFO - Epoch [46][1220/2505] lr: 3.750e-04, eta: 1 day, 4:56:20, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8760, loss_cls: 1.2839, loss: 1.2839, grad_norm: 7.2375 2020-08-16 17:47:05,390 - mmaction - INFO - Epoch [46][1240/2505] lr: 3.750e-04, eta: 1 day, 4:56:04, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8750, loss_cls: 1.2719, loss: 1.2719, grad_norm: 7.4876 2020-08-16 17:47:20,502 - mmaction - INFO - Epoch [46][1260/2505] lr: 3.750e-04, eta: 1 day, 4:55:49, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8693, loss_cls: 1.2912, loss: 1.2912, grad_norm: 7.2652 2020-08-16 17:47:35,829 - mmaction - INFO - Epoch [46][1280/2505] lr: 3.750e-04, eta: 1 day, 4:55:34, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8620, loss_cls: 1.3511, loss: 1.3511, grad_norm: 7.5893 2020-08-16 17:47:50,993 - mmaction - INFO - Epoch [46][1300/2505] lr: 3.750e-04, eta: 1 day, 4:55:19, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8745, loss_cls: 1.2635, loss: 1.2635, grad_norm: 7.1476 2020-08-16 17:48:06,685 - mmaction - INFO - Epoch [46][1320/2505] lr: 3.750e-04, eta: 1 day, 4:55:04, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8615, loss_cls: 1.2882, loss: 1.2882, grad_norm: 7.0463 2020-08-16 17:48:22,029 - mmaction - INFO - Epoch [46][1340/2505] lr: 3.750e-04, eta: 1 day, 4:54:49, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8682, loss_cls: 1.3111, loss: 1.3111, grad_norm: 7.4420 2020-08-16 17:48:37,270 - mmaction - INFO - Epoch [46][1360/2505] lr: 3.750e-04, eta: 1 day, 4:54:33, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8698, loss_cls: 1.2619, loss: 1.2619, grad_norm: 7.1362 2020-08-16 17:48:52,123 - mmaction - INFO - Epoch [46][1380/2505] lr: 3.750e-04, eta: 1 day, 4:54:18, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8844, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.3361 2020-08-16 17:49:07,651 - mmaction - INFO - Epoch [46][1400/2505] lr: 3.750e-04, eta: 1 day, 4:54:03, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8766, loss_cls: 1.2534, loss: 1.2534, grad_norm: 7.1693 2020-08-16 17:49:22,823 - mmaction - INFO - Epoch [46][1420/2505] lr: 3.750e-04, eta: 1 day, 4:53:47, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8573, loss_cls: 1.3444, loss: 1.3444, grad_norm: 7.3883 2020-08-16 17:49:37,906 - mmaction - INFO - Epoch [46][1440/2505] lr: 3.750e-04, eta: 1 day, 4:53:32, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8693, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.1753 2020-08-16 17:49:53,639 - mmaction - INFO - Epoch [46][1460/2505] lr: 3.750e-04, eta: 1 day, 4:53:17, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8693, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.2739 2020-08-16 17:50:08,826 - mmaction - INFO - Epoch [46][1480/2505] lr: 3.750e-04, eta: 1 day, 4:53:02, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2888, loss: 1.2888, grad_norm: 7.4105 2020-08-16 17:50:24,423 - mmaction - INFO - Epoch [46][1500/2505] lr: 3.750e-04, eta: 1 day, 4:52:47, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8839, loss_cls: 1.2342, loss: 1.2342, grad_norm: 7.1611 2020-08-16 17:50:40,344 - mmaction - INFO - Epoch [46][1520/2505] lr: 3.750e-04, eta: 1 day, 4:52:33, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8802, loss_cls: 1.2284, loss: 1.2284, grad_norm: 7.2827 2020-08-16 17:50:54,829 - mmaction - INFO - Epoch [46][1540/2505] lr: 3.750e-04, eta: 1 day, 4:52:16, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8656, loss_cls: 1.2938, loss: 1.2938, grad_norm: 7.4123 2020-08-16 17:51:10,354 - mmaction - INFO - Epoch [46][1560/2505] lr: 3.750e-04, eta: 1 day, 4:52:01, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8589, loss_cls: 1.3648, loss: 1.3648, grad_norm: 7.6264 2020-08-16 17:51:24,990 - mmaction - INFO - Epoch [46][1580/2505] lr: 3.750e-04, eta: 1 day, 4:51:45, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8776, loss_cls: 1.2348, loss: 1.2348, grad_norm: 7.1459 2020-08-16 17:51:40,258 - mmaction - INFO - Epoch [46][1600/2505] lr: 3.750e-04, eta: 1 day, 4:51:30, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8677, loss_cls: 1.3034, loss: 1.3034, grad_norm: 7.5212 2020-08-16 17:51:55,240 - mmaction - INFO - Epoch [46][1620/2505] lr: 3.750e-04, eta: 1 day, 4:51:15, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8818, loss_cls: 1.2403, loss: 1.2403, grad_norm: 7.3439 2020-08-16 17:52:10,455 - mmaction - INFO - Epoch [46][1640/2505] lr: 3.750e-04, eta: 1 day, 4:50:59, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8536, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.5518 2020-08-16 17:52:26,349 - mmaction - INFO - Epoch [46][1660/2505] lr: 3.750e-04, eta: 1 day, 4:50:45, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8651, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.4389 2020-08-16 17:52:41,355 - mmaction - INFO - Epoch [46][1680/2505] lr: 3.750e-04, eta: 1 day, 4:50:29, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8865, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.9257 2020-08-16 17:52:58,121 - mmaction - INFO - Epoch [46][1700/2505] lr: 3.750e-04, eta: 1 day, 4:50:16, time: 0.840, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.2886, loss: 1.2886, grad_norm: 7.6432 2020-08-16 17:53:12,600 - mmaction - INFO - Epoch [46][1720/2505] lr: 3.750e-04, eta: 1 day, 4:50:00, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8630, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.3662 2020-08-16 17:53:28,260 - mmaction - INFO - Epoch [46][1740/2505] lr: 3.750e-04, eta: 1 day, 4:49:45, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8750, loss_cls: 1.3033, loss: 1.3033, grad_norm: 7.4158 2020-08-16 17:53:42,949 - mmaction - INFO - Epoch [46][1760/2505] lr: 3.750e-04, eta: 1 day, 4:49:29, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8547, loss_cls: 1.3267, loss: 1.3267, grad_norm: 7.4307 2020-08-16 17:53:58,702 - mmaction - INFO - Epoch [46][1780/2505] lr: 3.750e-04, eta: 1 day, 4:49:14, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8667, loss_cls: 1.3207, loss: 1.3207, grad_norm: 7.5337 2020-08-16 17:54:14,139 - mmaction - INFO - Epoch [46][1800/2505] lr: 3.750e-04, eta: 1 day, 4:48:59, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8682, loss_cls: 1.3004, loss: 1.3004, grad_norm: 7.3872 2020-08-16 17:54:29,866 - mmaction - INFO - Epoch [46][1820/2505] lr: 3.750e-04, eta: 1 day, 4:48:44, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8682, loss_cls: 1.2555, loss: 1.2555, grad_norm: 7.1926 2020-08-16 17:54:45,234 - mmaction - INFO - Epoch [46][1840/2505] lr: 3.750e-04, eta: 1 day, 4:48:29, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6620, top5_acc: 0.8536, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.3781 2020-08-16 17:55:00,262 - mmaction - INFO - Epoch [46][1860/2505] lr: 3.750e-04, eta: 1 day, 4:48:14, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8604, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.2316 2020-08-16 17:55:15,139 - mmaction - INFO - Epoch [46][1880/2505] lr: 3.750e-04, eta: 1 day, 4:47:58, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8630, loss_cls: 1.3334, loss: 1.3334, grad_norm: 7.6669 2020-08-16 17:55:30,270 - mmaction - INFO - Epoch [46][1900/2505] lr: 3.750e-04, eta: 1 day, 4:47:43, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8609, loss_cls: 1.3125, loss: 1.3125, grad_norm: 7.2355 2020-08-16 17:55:46,413 - mmaction - INFO - Epoch [46][1920/2505] lr: 3.750e-04, eta: 1 day, 4:47:28, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8615, loss_cls: 1.3255, loss: 1.3255, grad_norm: 7.2866 2020-08-16 17:56:01,505 - mmaction - INFO - Epoch [46][1940/2505] lr: 3.750e-04, eta: 1 day, 4:47:13, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.3928 2020-08-16 17:56:16,454 - mmaction - INFO - Epoch [46][1960/2505] lr: 3.750e-04, eta: 1 day, 4:46:57, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8547, loss_cls: 1.3691, loss: 1.3691, grad_norm: 7.6806 2020-08-16 17:56:31,625 - mmaction - INFO - Epoch [46][1980/2505] lr: 3.750e-04, eta: 1 day, 4:46:42, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8609, loss_cls: 1.3048, loss: 1.3048, grad_norm: 7.2400 2020-08-16 17:56:46,539 - mmaction - INFO - Epoch [46][2000/2505] lr: 3.750e-04, eta: 1 day, 4:46:26, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6714, top5_acc: 0.8667, loss_cls: 1.3260, loss: 1.3260, grad_norm: 7.5904 2020-08-16 17:57:02,102 - mmaction - INFO - Epoch [46][2020/2505] lr: 3.750e-04, eta: 1 day, 4:46:11, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6661, top5_acc: 0.8479, loss_cls: 1.3808, loss: 1.3808, grad_norm: 7.3616 2020-08-16 17:57:17,658 - mmaction - INFO - Epoch [46][2040/2505] lr: 3.750e-04, eta: 1 day, 4:45:56, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8714, loss_cls: 1.2535, loss: 1.2535, grad_norm: 7.1164 2020-08-16 17:57:33,324 - mmaction - INFO - Epoch [46][2060/2505] lr: 3.750e-04, eta: 1 day, 4:45:42, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8630, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.3625 2020-08-16 17:57:48,017 - mmaction - INFO - Epoch [46][2080/2505] lr: 3.750e-04, eta: 1 day, 4:45:26, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8714, loss_cls: 1.2783, loss: 1.2783, grad_norm: 7.2643 2020-08-16 17:58:02,895 - mmaction - INFO - Epoch [46][2100/2505] lr: 3.750e-04, eta: 1 day, 4:45:10, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8682, loss_cls: 1.2802, loss: 1.2802, grad_norm: 7.2544 2020-08-16 17:58:18,300 - mmaction - INFO - Epoch [46][2120/2505] lr: 3.750e-04, eta: 1 day, 4:44:55, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.9807 2020-08-16 17:58:34,627 - mmaction - INFO - Epoch [46][2140/2505] lr: 3.750e-04, eta: 1 day, 4:44:41, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6573, top5_acc: 0.8620, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.5914 2020-08-16 17:58:48,958 - mmaction - INFO - Epoch [46][2160/2505] lr: 3.750e-04, eta: 1 day, 4:44:25, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8714, loss_cls: 1.2680, loss: 1.2680, grad_norm: 7.2305 2020-08-16 17:59:03,893 - mmaction - INFO - Epoch [46][2180/2505] lr: 3.750e-04, eta: 1 day, 4:44:09, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8682, loss_cls: 1.3158, loss: 1.3158, grad_norm: 7.4740 2020-08-16 17:59:19,572 - mmaction - INFO - Epoch [46][2200/2505] lr: 3.750e-04, eta: 1 day, 4:43:54, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8599, loss_cls: 1.3466, loss: 1.3466, grad_norm: 7.2547 2020-08-16 17:59:35,488 - mmaction - INFO - Epoch [46][2220/2505] lr: 3.750e-04, eta: 1 day, 4:43:40, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8745, loss_cls: 1.3075, loss: 1.3075, grad_norm: 7.5744 2020-08-16 17:59:50,376 - mmaction - INFO - Epoch [46][2240/2505] lr: 3.750e-04, eta: 1 day, 4:43:24, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2569, loss: 1.2569, grad_norm: 7.3600 2020-08-16 18:00:08,174 - mmaction - INFO - Epoch [46][2260/2505] lr: 3.750e-04, eta: 1 day, 4:43:12, time: 0.879, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8719, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.3431 2020-08-16 18:00:22,542 - mmaction - INFO - Epoch [46][2280/2505] lr: 3.750e-04, eta: 1 day, 4:42:56, time: 0.731, data_time: 0.026, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8635, loss_cls: 1.3195, loss: 1.3195, grad_norm: 7.4089 2020-08-16 18:00:38,086 - mmaction - INFO - Epoch [46][2300/2505] lr: 3.750e-04, eta: 1 day, 4:42:40, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8755, loss_cls: 1.2825, loss: 1.2825, grad_norm: 7.3548 2020-08-16 18:00:52,725 - mmaction - INFO - Epoch [46][2320/2505] lr: 3.750e-04, eta: 1 day, 4:42:25, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8568, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.4234 2020-08-16 18:01:07,860 - mmaction - INFO - Epoch [46][2340/2505] lr: 3.750e-04, eta: 1 day, 4:42:09, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8687, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.0306 2020-08-16 18:01:23,224 - mmaction - INFO - Epoch [46][2360/2505] lr: 3.750e-04, eta: 1 day, 4:41:54, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8776, loss_cls: 1.2768, loss: 1.2768, grad_norm: 7.3949 2020-08-16 18:01:38,137 - mmaction - INFO - Epoch [46][2380/2505] lr: 3.750e-04, eta: 1 day, 4:41:38, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8734, loss_cls: 1.2305, loss: 1.2305, grad_norm: 7.3132 2020-08-16 18:01:53,832 - mmaction - INFO - Epoch [46][2400/2505] lr: 3.750e-04, eta: 1 day, 4:41:24, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8667, loss_cls: 1.3413, loss: 1.3413, grad_norm: 7.5584 2020-08-16 18:02:08,971 - mmaction - INFO - Epoch [46][2420/2505] lr: 3.750e-04, eta: 1 day, 4:41:08, time: 0.757, data_time: 0.003, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2508, loss: 1.2508, grad_norm: 7.2627 2020-08-16 18:02:24,398 - mmaction - INFO - Epoch [46][2440/2505] lr: 3.750e-04, eta: 1 day, 4:40:53, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8651, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.3672 2020-08-16 18:02:39,095 - mmaction - INFO - Epoch [46][2460/2505] lr: 3.750e-04, eta: 1 day, 4:40:37, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8500, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.6210 2020-08-16 18:02:54,495 - mmaction - INFO - Epoch [46][2480/2505] lr: 3.750e-04, eta: 1 day, 4:40:22, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8594, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.4680 2020-08-16 18:03:09,767 - mmaction - INFO - Epoch [46][2500/2505] lr: 3.750e-04, eta: 1 day, 4:40:07, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8760, loss_cls: 1.2653, loss: 1.2653, grad_norm: 7.3875 2020-08-16 18:03:13,568 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-08-16 18:03:38,417 - mmaction - INFO - Epoch [47][20/2505] lr: 3.750e-04, eta: 1 day, 4:39:54, time: 1.213, data_time: 0.602, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2811, loss: 1.2811, grad_norm: 7.1223 2020-08-16 18:03:52,200 - mmaction - INFO - Epoch [47][40/2505] lr: 3.750e-04, eta: 1 day, 4:39:37, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6688, top5_acc: 0.8578, loss_cls: 1.3554, loss: 1.3554, grad_norm: 7.4588 2020-08-16 18:04:06,611 - mmaction - INFO - Epoch [47][60/2505] lr: 3.750e-04, eta: 1 day, 4:39:21, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.5070 2020-08-16 18:04:21,509 - mmaction - INFO - Epoch [47][80/2505] lr: 3.750e-04, eta: 1 day, 4:39:05, time: 0.745, data_time: 0.003, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8589, loss_cls: 1.3580, loss: 1.3580, grad_norm: 7.3615 2020-08-16 18:04:36,521 - mmaction - INFO - Epoch [47][100/2505] lr: 3.750e-04, eta: 1 day, 4:38:49, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8630, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.5496 2020-08-16 18:04:51,514 - mmaction - INFO - Epoch [47][120/2505] lr: 3.750e-04, eta: 1 day, 4:38:34, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2595, loss: 1.2595, grad_norm: 7.0972 2020-08-16 18:05:06,981 - mmaction - INFO - Epoch [47][140/2505] lr: 3.750e-04, eta: 1 day, 4:38:19, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.0833 2020-08-16 18:05:22,284 - mmaction - INFO - Epoch [47][160/2505] lr: 3.750e-04, eta: 1 day, 4:38:04, time: 0.765, data_time: 0.002, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8630, loss_cls: 1.3148, loss: 1.3148, grad_norm: 7.4519 2020-08-16 18:05:37,180 - mmaction - INFO - Epoch [47][180/2505] lr: 3.750e-04, eta: 1 day, 4:37:48, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8646, loss_cls: 1.3178, loss: 1.3178, grad_norm: 7.5394 2020-08-16 18:05:52,729 - mmaction - INFO - Epoch [47][200/2505] lr: 3.750e-04, eta: 1 day, 4:37:33, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8698, loss_cls: 1.3202, loss: 1.3202, grad_norm: 7.5085 2020-08-16 18:06:08,554 - mmaction - INFO - Epoch [47][220/2505] lr: 3.750e-04, eta: 1 day, 4:37:18, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2383, loss: 1.2383, grad_norm: 7.0729 2020-08-16 18:06:23,311 - mmaction - INFO - Epoch [47][240/2505] lr: 3.750e-04, eta: 1 day, 4:37:03, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8547, loss_cls: 1.3393, loss: 1.3393, grad_norm: 7.5894 2020-08-16 18:06:39,474 - mmaction - INFO - Epoch [47][260/2505] lr: 3.750e-04, eta: 1 day, 4:36:48, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8646, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.4500 2020-08-16 18:06:54,275 - mmaction - INFO - Epoch [47][280/2505] lr: 3.750e-04, eta: 1 day, 4:36:33, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8646, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.2567 2020-08-16 18:07:09,335 - mmaction - INFO - Epoch [47][300/2505] lr: 3.750e-04, eta: 1 day, 4:36:17, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8651, loss_cls: 1.3197, loss: 1.3197, grad_norm: 7.2520 2020-08-16 18:07:24,906 - mmaction - INFO - Epoch [47][320/2505] lr: 3.750e-04, eta: 1 day, 4:36:02, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8755, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.2642 2020-08-16 18:07:40,442 - mmaction - INFO - Epoch [47][340/2505] lr: 3.750e-04, eta: 1 day, 4:35:47, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8599, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.1556 2020-08-16 18:07:56,752 - mmaction - INFO - Epoch [47][360/2505] lr: 3.750e-04, eta: 1 day, 4:35:33, time: 0.818, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8672, loss_cls: 1.2734, loss: 1.2734, grad_norm: 7.3330 2020-08-16 18:08:10,966 - mmaction - INFO - Epoch [47][380/2505] lr: 3.750e-04, eta: 1 day, 4:35:17, time: 0.709, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8667, loss_cls: 1.3074, loss: 1.3074, grad_norm: 7.6356 2020-08-16 18:08:26,149 - mmaction - INFO - Epoch [47][400/2505] lr: 3.750e-04, eta: 1 day, 4:35:01, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8719, loss_cls: 1.2858, loss: 1.2858, grad_norm: 7.4732 2020-08-16 18:08:41,003 - mmaction - INFO - Epoch [47][420/2505] lr: 3.750e-04, eta: 1 day, 4:34:46, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2562, loss: 1.2562, grad_norm: 7.2839 2020-08-16 18:08:56,192 - mmaction - INFO - Epoch [47][440/2505] lr: 3.750e-04, eta: 1 day, 4:34:30, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8687, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.0881 2020-08-16 18:09:11,786 - mmaction - INFO - Epoch [47][460/2505] lr: 3.750e-04, eta: 1 day, 4:34:15, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8677, loss_cls: 1.2535, loss: 1.2535, grad_norm: 7.3029 2020-08-16 18:09:26,524 - mmaction - INFO - Epoch [47][480/2505] lr: 3.750e-04, eta: 1 day, 4:34:00, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8641, loss_cls: 1.2827, loss: 1.2827, grad_norm: 7.3157 2020-08-16 18:09:42,904 - mmaction - INFO - Epoch [47][500/2505] lr: 3.750e-04, eta: 1 day, 4:33:46, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3058, loss: 1.3058, grad_norm: 7.4310 2020-08-16 18:09:58,262 - mmaction - INFO - Epoch [47][520/2505] lr: 3.750e-04, eta: 1 day, 4:33:31, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8729, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.9988 2020-08-16 18:10:13,644 - mmaction - INFO - Epoch [47][540/2505] lr: 3.750e-04, eta: 1 day, 4:33:15, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8745, loss_cls: 1.2656, loss: 1.2656, grad_norm: 7.2448 2020-08-16 18:10:28,155 - mmaction - INFO - Epoch [47][560/2505] lr: 3.750e-04, eta: 1 day, 4:32:59, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2473, loss: 1.2473, grad_norm: 7.1600 2020-08-16 18:10:44,310 - mmaction - INFO - Epoch [47][580/2505] lr: 3.750e-04, eta: 1 day, 4:32:45, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8661, loss_cls: 1.3392, loss: 1.3392, grad_norm: 7.7171 2020-08-16 18:10:59,298 - mmaction - INFO - Epoch [47][600/2505] lr: 3.750e-04, eta: 1 day, 4:32:29, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8745, loss_cls: 1.2406, loss: 1.2406, grad_norm: 7.1903 2020-08-16 18:11:14,908 - mmaction - INFO - Epoch [47][620/2505] lr: 3.750e-04, eta: 1 day, 4:32:15, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8807, loss_cls: 1.2016, loss: 1.2016, grad_norm: 7.2657 2020-08-16 18:11:30,472 - mmaction - INFO - Epoch [47][640/2505] lr: 3.750e-04, eta: 1 day, 4:32:00, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8724, loss_cls: 1.2154, loss: 1.2154, grad_norm: 7.0280 2020-08-16 18:11:45,296 - mmaction - INFO - Epoch [47][660/2505] lr: 3.750e-04, eta: 1 day, 4:31:44, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8677, loss_cls: 1.2912, loss: 1.2912, grad_norm: 7.4177 2020-08-16 18:12:01,593 - mmaction - INFO - Epoch [47][680/2505] lr: 3.750e-04, eta: 1 day, 4:31:30, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8677, loss_cls: 1.3089, loss: 1.3089, grad_norm: 7.2732 2020-08-16 18:12:15,985 - mmaction - INFO - Epoch [47][700/2505] lr: 3.750e-04, eta: 1 day, 4:31:14, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8729, loss_cls: 1.2778, loss: 1.2778, grad_norm: 7.2876 2020-08-16 18:12:32,305 - mmaction - INFO - Epoch [47][720/2505] lr: 3.750e-04, eta: 1 day, 4:31:00, time: 0.812, data_time: 0.004, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8656, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.3480 2020-08-16 18:12:46,566 - mmaction - INFO - Epoch [47][740/2505] lr: 3.750e-04, eta: 1 day, 4:30:43, time: 0.717, data_time: 0.008, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.5696 2020-08-16 18:13:01,617 - mmaction - INFO - Epoch [47][760/2505] lr: 3.750e-04, eta: 1 day, 4:30:28, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.2715, loss: 1.2715, grad_norm: 7.3881 2020-08-16 18:13:17,113 - mmaction - INFO - Epoch [47][780/2505] lr: 3.750e-04, eta: 1 day, 4:30:13, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8766, loss_cls: 1.2690, loss: 1.2690, grad_norm: 7.3409 2020-08-16 18:13:32,102 - mmaction - INFO - Epoch [47][800/2505] lr: 3.750e-04, eta: 1 day, 4:29:57, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8792, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.3258 2020-08-16 18:13:47,738 - mmaction - INFO - Epoch [47][820/2505] lr: 3.750e-04, eta: 1 day, 4:29:42, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8672, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.1744 2020-08-16 18:14:02,570 - mmaction - INFO - Epoch [47][840/2505] lr: 3.750e-04, eta: 1 day, 4:29:27, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8630, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.2568 2020-08-16 18:14:18,363 - mmaction - INFO - Epoch [47][860/2505] lr: 3.750e-04, eta: 1 day, 4:29:12, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8651, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.2660 2020-08-16 18:14:33,707 - mmaction - INFO - Epoch [47][880/2505] lr: 3.750e-04, eta: 1 day, 4:28:57, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8870, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.9876 2020-08-16 18:14:49,602 - mmaction - INFO - Epoch [47][900/2505] lr: 3.750e-04, eta: 1 day, 4:28:42, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8703, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.2316 2020-08-16 18:15:05,719 - mmaction - INFO - Epoch [47][920/2505] lr: 3.750e-04, eta: 1 day, 4:28:28, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8656, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.2345 2020-08-16 18:15:19,809 - mmaction - INFO - Epoch [47][940/2505] lr: 3.750e-04, eta: 1 day, 4:28:11, time: 0.703, data_time: 0.002, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8656, loss_cls: 1.3607, loss: 1.3607, grad_norm: 7.5056 2020-08-16 18:15:35,413 - mmaction - INFO - Epoch [47][960/2505] lr: 3.750e-04, eta: 1 day, 4:27:56, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.7187 2020-08-16 18:15:50,457 - mmaction - INFO - Epoch [47][980/2505] lr: 3.750e-04, eta: 1 day, 4:27:41, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8568, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.5079 2020-08-16 18:16:05,525 - mmaction - INFO - Epoch [47][1000/2505] lr: 3.750e-04, eta: 1 day, 4:27:25, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3075, loss: 1.3075, grad_norm: 7.4170 2020-08-16 18:16:21,025 - mmaction - INFO - Epoch [47][1020/2505] lr: 3.750e-04, eta: 1 day, 4:27:10, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8620, loss_cls: 1.3030, loss: 1.3030, grad_norm: 7.4203 2020-08-16 18:16:35,962 - mmaction - INFO - Epoch [47][1040/2505] lr: 3.750e-04, eta: 1 day, 4:26:55, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8740, loss_cls: 1.2419, loss: 1.2419, grad_norm: 7.0628 2020-08-16 18:16:51,175 - mmaction - INFO - Epoch [47][1060/2505] lr: 3.750e-04, eta: 1 day, 4:26:40, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8766, loss_cls: 1.2776, loss: 1.2776, grad_norm: 7.5564 2020-08-16 18:17:06,243 - mmaction - INFO - Epoch [47][1080/2505] lr: 3.750e-04, eta: 1 day, 4:26:24, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8599, loss_cls: 1.2759, loss: 1.2759, grad_norm: 7.5566 2020-08-16 18:17:21,639 - mmaction - INFO - Epoch [47][1100/2505] lr: 3.750e-04, eta: 1 day, 4:26:09, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8573, loss_cls: 1.3109, loss: 1.3109, grad_norm: 7.1534 2020-08-16 18:17:36,996 - mmaction - INFO - Epoch [47][1120/2505] lr: 3.750e-04, eta: 1 day, 4:25:54, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8583, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.6448 2020-08-16 18:17:52,163 - mmaction - INFO - Epoch [47][1140/2505] lr: 3.750e-04, eta: 1 day, 4:25:38, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.3006 2020-08-16 18:18:07,193 - mmaction - INFO - Epoch [47][1160/2505] lr: 3.750e-04, eta: 1 day, 4:25:23, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8667, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.3515 2020-08-16 18:18:22,632 - mmaction - INFO - Epoch [47][1180/2505] lr: 3.750e-04, eta: 1 day, 4:25:08, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8724, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.1513 2020-08-16 18:18:37,461 - mmaction - INFO - Epoch [47][1200/2505] lr: 3.750e-04, eta: 1 day, 4:24:52, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8615, loss_cls: 1.3050, loss: 1.3050, grad_norm: 7.3160 2020-08-16 18:18:54,303 - mmaction - INFO - Epoch [47][1220/2505] lr: 3.750e-04, eta: 1 day, 4:24:39, time: 0.844, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8781, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.3884 2020-08-16 18:19:09,766 - mmaction - INFO - Epoch [47][1240/2505] lr: 3.750e-04, eta: 1 day, 4:24:24, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8682, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.0263 2020-08-16 18:19:23,763 - mmaction - INFO - Epoch [47][1260/2505] lr: 3.750e-04, eta: 1 day, 4:24:07, time: 0.700, data_time: 0.004, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8667, loss_cls: 1.3252, loss: 1.3252, grad_norm: 7.3684 2020-08-16 18:19:39,488 - mmaction - INFO - Epoch [47][1280/2505] lr: 3.750e-04, eta: 1 day, 4:23:52, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.2192 2020-08-16 18:19:54,249 - mmaction - INFO - Epoch [47][1300/2505] lr: 3.750e-04, eta: 1 day, 4:23:36, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2997, loss: 1.2997, grad_norm: 7.4017 2020-08-16 18:20:10,053 - mmaction - INFO - Epoch [47][1320/2505] lr: 3.750e-04, eta: 1 day, 4:23:22, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8552, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.3608 2020-08-16 18:20:25,840 - mmaction - INFO - Epoch [47][1340/2505] lr: 3.750e-04, eta: 1 day, 4:23:07, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3173, loss: 1.3173, grad_norm: 7.4565 2020-08-16 18:20:39,833 - mmaction - INFO - Epoch [47][1360/2505] lr: 3.750e-04, eta: 1 day, 4:22:50, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8687, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.2208 2020-08-16 18:20:55,891 - mmaction - INFO - Epoch [47][1380/2505] lr: 3.750e-04, eta: 1 day, 4:22:36, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8776, loss_cls: 1.2516, loss: 1.2516, grad_norm: 7.1181 2020-08-16 18:21:11,137 - mmaction - INFO - Epoch [47][1400/2505] lr: 3.750e-04, eta: 1 day, 4:22:21, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8755, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.4455 2020-08-16 18:21:25,940 - mmaction - INFO - Epoch [47][1420/2505] lr: 3.750e-04, eta: 1 day, 4:22:05, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8734, loss_cls: 1.2662, loss: 1.2662, grad_norm: 7.3365 2020-08-16 18:21:41,709 - mmaction - INFO - Epoch [47][1440/2505] lr: 3.750e-04, eta: 1 day, 4:21:50, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8807, loss_cls: 1.2251, loss: 1.2251, grad_norm: 7.3015 2020-08-16 18:21:56,324 - mmaction - INFO - Epoch [47][1460/2505] lr: 3.750e-04, eta: 1 day, 4:21:34, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8630, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.8509 2020-08-16 18:22:11,995 - mmaction - INFO - Epoch [47][1480/2505] lr: 3.750e-04, eta: 1 day, 4:21:20, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8583, loss_cls: 1.3351, loss: 1.3351, grad_norm: 7.5828 2020-08-16 18:22:27,585 - mmaction - INFO - Epoch [47][1500/2505] lr: 3.750e-04, eta: 1 day, 4:21:05, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8661, loss_cls: 1.3206, loss: 1.3206, grad_norm: 7.4566 2020-08-16 18:22:42,489 - mmaction - INFO - Epoch [47][1520/2505] lr: 3.750e-04, eta: 1 day, 4:20:49, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8714, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.2535 2020-08-16 18:22:57,443 - mmaction - INFO - Epoch [47][1540/2505] lr: 3.750e-04, eta: 1 day, 4:20:33, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8667, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.3942 2020-08-16 18:23:12,705 - mmaction - INFO - Epoch [47][1560/2505] lr: 3.750e-04, eta: 1 day, 4:20:18, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8651, loss_cls: 1.2838, loss: 1.2838, grad_norm: 7.2633 2020-08-16 18:23:27,679 - mmaction - INFO - Epoch [47][1580/2505] lr: 3.750e-04, eta: 1 day, 4:20:02, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8714, loss_cls: 1.3497, loss: 1.3497, grad_norm: 7.6252 2020-08-16 18:23:42,419 - mmaction - INFO - Epoch [47][1600/2505] lr: 3.750e-04, eta: 1 day, 4:19:47, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403, grad_norm: 7.5338 2020-08-16 18:23:59,793 - mmaction - INFO - Epoch [47][1620/2505] lr: 3.750e-04, eta: 1 day, 4:19:34, time: 0.864, data_time: 0.007, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8698, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.4520 2020-08-16 18:24:14,399 - mmaction - INFO - Epoch [47][1640/2505] lr: 3.750e-04, eta: 1 day, 4:19:18, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8672, loss_cls: 1.3070, loss: 1.3070, grad_norm: 7.4747 2020-08-16 18:24:29,225 - mmaction - INFO - Epoch [47][1660/2505] lr: 3.750e-04, eta: 1 day, 4:19:02, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8688, loss_cls: 1.2540, loss: 1.2540, grad_norm: 7.2738 2020-08-16 18:24:45,062 - mmaction - INFO - Epoch [47][1680/2505] lr: 3.750e-04, eta: 1 day, 4:18:47, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8870, loss_cls: 1.1792, loss: 1.1792, grad_norm: 7.1651 2020-08-16 18:25:00,112 - mmaction - INFO - Epoch [47][1700/2505] lr: 3.750e-04, eta: 1 day, 4:18:32, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8656, loss_cls: 1.3182, loss: 1.3182, grad_norm: 7.6081 2020-08-16 18:25:15,445 - mmaction - INFO - Epoch [47][1720/2505] lr: 3.750e-04, eta: 1 day, 4:18:17, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8771, loss_cls: 1.2904, loss: 1.2904, grad_norm: 7.4714 2020-08-16 18:25:30,191 - mmaction - INFO - Epoch [47][1740/2505] lr: 3.750e-04, eta: 1 day, 4:18:01, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8724, loss_cls: 1.2875, loss: 1.2875, grad_norm: 7.4213 2020-08-16 18:25:46,596 - mmaction - INFO - Epoch [47][1760/2505] lr: 3.750e-04, eta: 1 day, 4:17:47, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8698, loss_cls: 1.2783, loss: 1.2783, grad_norm: 7.2247 2020-08-16 18:26:01,969 - mmaction - INFO - Epoch [47][1780/2505] lr: 3.750e-04, eta: 1 day, 4:17:32, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8792, loss_cls: 1.2685, loss: 1.2685, grad_norm: 7.4696 2020-08-16 18:26:17,413 - mmaction - INFO - Epoch [47][1800/2505] lr: 3.750e-04, eta: 1 day, 4:17:17, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8672, loss_cls: 1.2521, loss: 1.2521, grad_norm: 7.4016 2020-08-16 18:26:31,991 - mmaction - INFO - Epoch [47][1820/2505] lr: 3.750e-04, eta: 1 day, 4:17:01, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8703, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.2562 2020-08-16 18:26:47,205 - mmaction - INFO - Epoch [47][1840/2505] lr: 3.750e-04, eta: 1 day, 4:16:45, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8646, loss_cls: 1.2812, loss: 1.2812, grad_norm: 7.3601 2020-08-16 18:27:02,335 - mmaction - INFO - Epoch [47][1860/2505] lr: 3.750e-04, eta: 1 day, 4:16:30, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8505, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.5155 2020-08-16 18:27:17,881 - mmaction - INFO - Epoch [47][1880/2505] lr: 3.750e-04, eta: 1 day, 4:16:15, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2315, loss: 1.2315, grad_norm: 7.3005 2020-08-16 18:27:32,630 - mmaction - INFO - Epoch [47][1900/2505] lr: 3.750e-04, eta: 1 day, 4:15:59, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8573, loss_cls: 1.3530, loss: 1.3530, grad_norm: 7.6174 2020-08-16 18:27:48,190 - mmaction - INFO - Epoch [47][1920/2505] lr: 3.750e-04, eta: 1 day, 4:15:44, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8672, loss_cls: 1.2702, loss: 1.2702, grad_norm: 7.2550 2020-08-16 18:28:03,141 - mmaction - INFO - Epoch [47][1940/2505] lr: 3.750e-04, eta: 1 day, 4:15:29, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8672, loss_cls: 1.3040, loss: 1.3040, grad_norm: 7.5636 2020-08-16 18:28:18,801 - mmaction - INFO - Epoch [47][1960/2505] lr: 3.750e-04, eta: 1 day, 4:15:14, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8729, loss_cls: 1.2881, loss: 1.2881, grad_norm: 7.3029 2020-08-16 18:28:33,667 - mmaction - INFO - Epoch [47][1980/2505] lr: 3.750e-04, eta: 1 day, 4:14:58, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.3045, loss: 1.3045, grad_norm: 7.4116 2020-08-16 18:28:49,311 - mmaction - INFO - Epoch [47][2000/2505] lr: 3.750e-04, eta: 1 day, 4:14:43, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8573, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.5487 2020-08-16 18:29:04,752 - mmaction - INFO - Epoch [47][2020/2505] lr: 3.750e-04, eta: 1 day, 4:14:28, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8682, loss_cls: 1.2549, loss: 1.2549, grad_norm: 7.1241 2020-08-16 18:29:20,929 - mmaction - INFO - Epoch [47][2040/2505] lr: 3.750e-04, eta: 1 day, 4:14:14, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8708, loss_cls: 1.2305, loss: 1.2305, grad_norm: 7.1479 2020-08-16 18:29:36,148 - mmaction - INFO - Epoch [47][2060/2505] lr: 3.750e-04, eta: 1 day, 4:13:59, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8641, loss_cls: 1.3246, loss: 1.3246, grad_norm: 7.5523 2020-08-16 18:29:51,043 - mmaction - INFO - Epoch [47][2080/2505] lr: 3.750e-04, eta: 1 day, 4:13:43, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8589, loss_cls: 1.3377, loss: 1.3377, grad_norm: 7.3978 2020-08-16 18:30:05,924 - mmaction - INFO - Epoch [47][2100/2505] lr: 3.750e-04, eta: 1 day, 4:13:27, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2193, loss: 1.2193, grad_norm: 7.1964 2020-08-16 18:30:21,569 - mmaction - INFO - Epoch [47][2120/2505] lr: 3.750e-04, eta: 1 day, 4:13:13, time: 0.783, data_time: 0.002, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8786, loss_cls: 1.2454, loss: 1.2454, grad_norm: 7.1815 2020-08-16 18:30:37,444 - mmaction - INFO - Epoch [47][2140/2505] lr: 3.750e-04, eta: 1 day, 4:12:58, time: 0.791, data_time: 0.002, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8578, loss_cls: 1.3460, loss: 1.3460, grad_norm: 7.5718 2020-08-16 18:30:52,026 - mmaction - INFO - Epoch [47][2160/2505] lr: 3.750e-04, eta: 1 day, 4:12:42, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8625, loss_cls: 1.2733, loss: 1.2733, grad_norm: 7.1977 2020-08-16 18:31:07,170 - mmaction - INFO - Epoch [47][2180/2505] lr: 3.750e-04, eta: 1 day, 4:12:27, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8677, loss_cls: 1.2965, loss: 1.2965, grad_norm: 7.4182 2020-08-16 18:31:22,097 - mmaction - INFO - Epoch [47][2200/2505] lr: 3.750e-04, eta: 1 day, 4:12:11, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.2014 2020-08-16 18:31:37,778 - mmaction - INFO - Epoch [47][2220/2505] lr: 3.750e-04, eta: 1 day, 4:11:56, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8698, loss_cls: 1.3041, loss: 1.3041, grad_norm: 7.3567 2020-08-16 18:31:52,444 - mmaction - INFO - Epoch [47][2240/2505] lr: 3.750e-04, eta: 1 day, 4:11:40, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8776, loss_cls: 1.2492, loss: 1.2492, grad_norm: 7.3832 2020-08-16 18:32:08,477 - mmaction - INFO - Epoch [47][2260/2505] lr: 3.750e-04, eta: 1 day, 4:11:26, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.2991, loss: 1.2991, grad_norm: 7.1353 2020-08-16 18:32:24,060 - mmaction - INFO - Epoch [47][2280/2505] lr: 3.750e-04, eta: 1 day, 4:11:11, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8682, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.4640 2020-08-16 18:32:38,839 - mmaction - INFO - Epoch [47][2300/2505] lr: 3.750e-04, eta: 1 day, 4:10:55, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8818, loss_cls: 1.2490, loss: 1.2490, grad_norm: 7.4201 2020-08-16 18:32:53,844 - mmaction - INFO - Epoch [47][2320/2505] lr: 3.750e-04, eta: 1 day, 4:10:40, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8776, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.3017 2020-08-16 18:33:08,886 - mmaction - INFO - Epoch [47][2340/2505] lr: 3.750e-04, eta: 1 day, 4:10:24, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8594, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.5942 2020-08-16 18:33:23,965 - mmaction - INFO - Epoch [47][2360/2505] lr: 3.750e-04, eta: 1 day, 4:10:09, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8568, loss_cls: 1.3110, loss: 1.3110, grad_norm: 7.2553 2020-08-16 18:33:40,281 - mmaction - INFO - Epoch [47][2380/2505] lr: 3.750e-04, eta: 1 day, 4:09:55, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8708, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.3727 2020-08-16 18:33:54,835 - mmaction - INFO - Epoch [47][2400/2505] lr: 3.750e-04, eta: 1 day, 4:09:39, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8677, loss_cls: 1.2902, loss: 1.2902, grad_norm: 7.2469 2020-08-16 18:34:09,720 - mmaction - INFO - Epoch [47][2420/2505] lr: 3.750e-04, eta: 1 day, 4:09:23, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8734, loss_cls: 1.2601, loss: 1.2601, grad_norm: 7.4834 2020-08-16 18:34:25,163 - mmaction - INFO - Epoch [47][2440/2505] lr: 3.750e-04, eta: 1 day, 4:09:08, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8708, loss_cls: 1.2581, loss: 1.2581, grad_norm: 7.1482 2020-08-16 18:34:39,992 - mmaction - INFO - Epoch [47][2460/2505] lr: 3.750e-04, eta: 1 day, 4:08:52, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8745, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.3577 2020-08-16 18:34:55,444 - mmaction - INFO - Epoch [47][2480/2505] lr: 3.750e-04, eta: 1 day, 4:08:37, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8542, loss_cls: 1.3373, loss: 1.3373, grad_norm: 7.4506 2020-08-16 18:35:11,725 - mmaction - INFO - Epoch [47][2500/2505] lr: 3.750e-04, eta: 1 day, 4:08:23, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8635, loss_cls: 1.3197, loss: 1.3197, grad_norm: 7.6740 2020-08-16 18:35:15,137 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-08-16 18:35:36,047 - mmaction - INFO - Epoch [48][20/2505] lr: 3.750e-04, eta: 1 day, 4:08:05, time: 1.025, data_time: 0.406, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2602, loss: 1.2602, grad_norm: 7.3852 2020-08-16 18:35:50,801 - mmaction - INFO - Epoch [48][40/2505] lr: 3.750e-04, eta: 1 day, 4:07:50, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8724, loss_cls: 1.2922, loss: 1.2922, grad_norm: 7.4223 2020-08-16 18:36:06,121 - mmaction - INFO - Epoch [48][60/2505] lr: 3.750e-04, eta: 1 day, 4:07:34, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8604, loss_cls: 1.3098, loss: 1.3098, grad_norm: 7.5042 2020-08-16 18:36:20,638 - mmaction - INFO - Epoch [48][80/2505] lr: 3.750e-04, eta: 1 day, 4:07:18, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2153, loss: 1.2153, grad_norm: 7.2506 2020-08-16 18:36:35,945 - mmaction - INFO - Epoch [48][100/2505] lr: 3.750e-04, eta: 1 day, 4:07:03, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8599, loss_cls: 1.3311, loss: 1.3311, grad_norm: 7.5960 2020-08-16 18:36:50,745 - mmaction - INFO - Epoch [48][120/2505] lr: 3.750e-04, eta: 1 day, 4:06:47, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2746, loss: 1.2746, grad_norm: 7.3517 2020-08-16 18:37:05,707 - mmaction - INFO - Epoch [48][140/2505] lr: 3.750e-04, eta: 1 day, 4:06:32, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8651, loss_cls: 1.2830, loss: 1.2830, grad_norm: 7.3638 2020-08-16 18:37:20,689 - mmaction - INFO - Epoch [48][160/2505] lr: 3.750e-04, eta: 1 day, 4:06:16, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8646, loss_cls: 1.2724, loss: 1.2724, grad_norm: 7.4732 2020-08-16 18:37:35,952 - mmaction - INFO - Epoch [48][180/2505] lr: 3.750e-04, eta: 1 day, 4:06:01, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8693, loss_cls: 1.2872, loss: 1.2872, grad_norm: 7.6034 2020-08-16 18:37:51,302 - mmaction - INFO - Epoch [48][200/2505] lr: 3.750e-04, eta: 1 day, 4:05:46, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8661, loss_cls: 1.2848, loss: 1.2848, grad_norm: 7.1981 2020-08-16 18:38:06,648 - mmaction - INFO - Epoch [48][220/2505] lr: 3.750e-04, eta: 1 day, 4:05:31, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8724, loss_cls: 1.2846, loss: 1.2846, grad_norm: 7.3938 2020-08-16 18:38:22,534 - mmaction - INFO - Epoch [48][240/2505] lr: 3.750e-04, eta: 1 day, 4:05:16, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8760, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.4117 2020-08-16 18:38:37,601 - mmaction - INFO - Epoch [48][260/2505] lr: 3.750e-04, eta: 1 day, 4:05:01, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8792, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.1398 2020-08-16 18:38:53,031 - mmaction - INFO - Epoch [48][280/2505] lr: 3.750e-04, eta: 1 day, 4:04:45, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8687, loss_cls: 1.2701, loss: 1.2701, grad_norm: 7.4045 2020-08-16 18:39:08,330 - mmaction - INFO - Epoch [48][300/2505] lr: 3.750e-04, eta: 1 day, 4:04:30, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3387, loss: 1.3387, grad_norm: 7.5415 2020-08-16 18:39:23,342 - mmaction - INFO - Epoch [48][320/2505] lr: 3.750e-04, eta: 1 day, 4:04:15, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8620, loss_cls: 1.2865, loss: 1.2865, grad_norm: 7.4786 2020-08-16 18:39:38,239 - mmaction - INFO - Epoch [48][340/2505] lr: 3.750e-04, eta: 1 day, 4:03:59, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8620, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.3977 2020-08-16 18:39:53,699 - mmaction - INFO - Epoch [48][360/2505] lr: 3.750e-04, eta: 1 day, 4:03:44, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8635, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.4474 2020-08-16 18:40:08,659 - mmaction - INFO - Epoch [48][380/2505] lr: 3.750e-04, eta: 1 day, 4:03:28, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8776, loss_cls: 1.2457, loss: 1.2457, grad_norm: 7.3008 2020-08-16 18:40:23,771 - mmaction - INFO - Epoch [48][400/2505] lr: 3.750e-04, eta: 1 day, 4:03:13, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8745, loss_cls: 1.2915, loss: 1.2915, grad_norm: 7.3512 2020-08-16 18:40:39,398 - mmaction - INFO - Epoch [48][420/2505] lr: 3.750e-04, eta: 1 day, 4:02:58, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2633, loss: 1.2633, grad_norm: 7.3723 2020-08-16 18:40:55,706 - mmaction - INFO - Epoch [48][440/2505] lr: 3.750e-04, eta: 1 day, 4:02:44, time: 0.812, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8661, loss_cls: 1.2796, loss: 1.2796, grad_norm: 7.3174 2020-08-16 18:41:09,848 - mmaction - INFO - Epoch [48][460/2505] lr: 3.750e-04, eta: 1 day, 4:02:28, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8641, loss_cls: 1.2785, loss: 1.2785, grad_norm: 7.2907 2020-08-16 18:41:25,634 - mmaction - INFO - Epoch [48][480/2505] lr: 3.750e-04, eta: 1 day, 4:02:13, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8797, loss_cls: 1.2406, loss: 1.2406, grad_norm: 7.5620 2020-08-16 18:41:40,501 - mmaction - INFO - Epoch [48][500/2505] lr: 3.750e-04, eta: 1 day, 4:01:57, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8615, loss_cls: 1.2982, loss: 1.2982, grad_norm: 7.4285 2020-08-16 18:41:56,392 - mmaction - INFO - Epoch [48][520/2505] lr: 3.750e-04, eta: 1 day, 4:01:43, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8755, loss_cls: 1.1786, loss: 1.1786, grad_norm: 7.0940 2020-08-16 18:42:11,220 - mmaction - INFO - Epoch [48][540/2505] lr: 3.750e-04, eta: 1 day, 4:01:27, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8589, loss_cls: 1.3091, loss: 1.3091, grad_norm: 7.4506 2020-08-16 18:42:26,716 - mmaction - INFO - Epoch [48][560/2505] lr: 3.750e-04, eta: 1 day, 4:01:12, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8651, loss_cls: 1.2779, loss: 1.2779, grad_norm: 7.3394 2020-08-16 18:42:41,505 - mmaction - INFO - Epoch [48][580/2505] lr: 3.750e-04, eta: 1 day, 4:00:56, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8599, loss_cls: 1.2851, loss: 1.2851, grad_norm: 7.4441 2020-08-16 18:42:57,106 - mmaction - INFO - Epoch [48][600/2505] lr: 3.750e-04, eta: 1 day, 4:00:41, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.2884, loss: 1.2884, grad_norm: 7.4969 2020-08-16 18:43:14,021 - mmaction - INFO - Epoch [48][620/2505] lr: 3.750e-04, eta: 1 day, 4:00:28, time: 0.849, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8724, loss_cls: 1.2848, loss: 1.2848, grad_norm: 7.6218 2020-08-16 18:43:28,430 - mmaction - INFO - Epoch [48][640/2505] lr: 3.750e-04, eta: 1 day, 4:00:12, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8807, loss_cls: 1.2546, loss: 1.2546, grad_norm: 7.3093 2020-08-16 18:43:43,660 - mmaction - INFO - Epoch [48][660/2505] lr: 3.750e-04, eta: 1 day, 3:59:56, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8786, loss_cls: 1.2578, loss: 1.2578, grad_norm: 7.3117 2020-08-16 18:43:58,771 - mmaction - INFO - Epoch [48][680/2505] lr: 3.750e-04, eta: 1 day, 3:59:41, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8656, loss_cls: 1.2951, loss: 1.2951, grad_norm: 7.4916 2020-08-16 18:44:15,238 - mmaction - INFO - Epoch [48][700/2505] lr: 3.750e-04, eta: 1 day, 3:59:27, time: 0.820, data_time: 0.005, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8620, loss_cls: 1.2969, loss: 1.2969, grad_norm: 7.5002 2020-08-16 18:44:30,073 - mmaction - INFO - Epoch [48][720/2505] lr: 3.750e-04, eta: 1 day, 3:59:11, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2793, loss: 1.2793, grad_norm: 7.4640 2020-08-16 18:44:46,154 - mmaction - INFO - Epoch [48][740/2505] lr: 3.750e-04, eta: 1 day, 3:58:57, time: 0.801, data_time: 0.004, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8630, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.7884 2020-08-16 18:45:00,890 - mmaction - INFO - Epoch [48][760/2505] lr: 3.750e-04, eta: 1 day, 3:58:41, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8745, loss_cls: 1.2299, loss: 1.2299, grad_norm: 7.1979 2020-08-16 18:45:15,457 - mmaction - INFO - Epoch [48][780/2505] lr: 3.750e-04, eta: 1 day, 3:58:25, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8719, loss_cls: 1.2260, loss: 1.2260, grad_norm: 7.0912 2020-08-16 18:45:30,738 - mmaction - INFO - Epoch [48][800/2505] lr: 3.750e-04, eta: 1 day, 3:58:10, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2571, loss: 1.2571, grad_norm: 7.3766 2020-08-16 18:45:45,807 - mmaction - INFO - Epoch [48][820/2505] lr: 3.750e-04, eta: 1 day, 3:57:54, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2752, loss: 1.2752, grad_norm: 7.3639 2020-08-16 18:46:01,470 - mmaction - INFO - Epoch [48][840/2505] lr: 3.750e-04, eta: 1 day, 3:57:39, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.2014, loss: 1.2014, grad_norm: 7.4404 2020-08-16 18:46:17,893 - mmaction - INFO - Epoch [48][860/2505] lr: 3.750e-04, eta: 1 day, 3:57:26, time: 0.824, data_time: 0.007, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8698, loss_cls: 1.2969, loss: 1.2969, grad_norm: 7.4227 2020-08-16 18:46:31,979 - mmaction - INFO - Epoch [48][880/2505] lr: 3.750e-04, eta: 1 day, 3:57:09, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3092, loss: 1.3092, grad_norm: 7.4815 2020-08-16 18:46:47,316 - mmaction - INFO - Epoch [48][900/2505] lr: 3.750e-04, eta: 1 day, 3:56:54, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8615, loss_cls: 1.3153, loss: 1.3153, grad_norm: 7.4447 2020-08-16 18:47:02,559 - mmaction - INFO - Epoch [48][920/2505] lr: 3.750e-04, eta: 1 day, 3:56:39, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8536, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.4944 2020-08-16 18:47:17,735 - mmaction - INFO - Epoch [48][940/2505] lr: 3.750e-04, eta: 1 day, 3:56:23, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8771, loss_cls: 1.2699, loss: 1.2699, grad_norm: 7.3173 2020-08-16 18:47:33,086 - mmaction - INFO - Epoch [48][960/2505] lr: 3.750e-04, eta: 1 day, 3:56:08, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8651, loss_cls: 1.2930, loss: 1.2930, grad_norm: 7.4379 2020-08-16 18:47:48,993 - mmaction - INFO - Epoch [48][980/2505] lr: 3.750e-04, eta: 1 day, 3:55:53, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6552, top5_acc: 0.8573, loss_cls: 1.3755, loss: 1.3755, grad_norm: 7.7310 2020-08-16 18:48:04,950 - mmaction - INFO - Epoch [48][1000/2505] lr: 3.750e-04, eta: 1 day, 3:55:39, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8734, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.4406 2020-08-16 18:48:19,641 - mmaction - INFO - Epoch [48][1020/2505] lr: 3.750e-04, eta: 1 day, 3:55:23, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8729, loss_cls: 1.2754, loss: 1.2754, grad_norm: 7.4449 2020-08-16 18:48:34,409 - mmaction - INFO - Epoch [48][1040/2505] lr: 3.750e-04, eta: 1 day, 3:55:07, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8729, loss_cls: 1.2263, loss: 1.2263, grad_norm: 7.4326 2020-08-16 18:48:49,610 - mmaction - INFO - Epoch [48][1060/2505] lr: 3.750e-04, eta: 1 day, 3:54:52, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8698, loss_cls: 1.2531, loss: 1.2531, grad_norm: 7.3754 2020-08-16 18:49:06,884 - mmaction - INFO - Epoch [48][1080/2505] lr: 3.750e-04, eta: 1 day, 3:54:39, time: 0.865, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8755, loss_cls: 1.2621, loss: 1.2621, grad_norm: 7.4039 2020-08-16 18:49:22,130 - mmaction - INFO - Epoch [48][1100/2505] lr: 3.750e-04, eta: 1 day, 3:54:24, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8526, loss_cls: 1.3510, loss: 1.3510, grad_norm: 7.6266 2020-08-16 18:49:36,182 - mmaction - INFO - Epoch [48][1120/2505] lr: 3.750e-04, eta: 1 day, 3:54:07, time: 0.703, data_time: 0.003, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8755, loss_cls: 1.3075, loss: 1.3075, grad_norm: 7.6333 2020-08-16 18:49:51,720 - mmaction - INFO - Epoch [48][1140/2505] lr: 3.750e-04, eta: 1 day, 3:53:52, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2357, loss: 1.2357, grad_norm: 7.3124 2020-08-16 18:50:07,760 - mmaction - INFO - Epoch [48][1160/2505] lr: 3.750e-04, eta: 1 day, 3:53:38, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8719, loss_cls: 1.2898, loss: 1.2898, grad_norm: 7.4634 2020-08-16 18:50:23,299 - mmaction - INFO - Epoch [48][1180/2505] lr: 3.750e-04, eta: 1 day, 3:53:23, time: 0.777, data_time: 0.002, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8776, loss_cls: 1.2557, loss: 1.2557, grad_norm: 7.3460 2020-08-16 18:50:38,166 - mmaction - INFO - Epoch [48][1200/2505] lr: 3.750e-04, eta: 1 day, 3:53:07, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3104, loss: 1.3104, grad_norm: 7.4645 2020-08-16 18:50:53,499 - mmaction - INFO - Epoch [48][1220/2505] lr: 3.750e-04, eta: 1 day, 3:52:52, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8750, loss_cls: 1.2674, loss: 1.2674, grad_norm: 7.5079 2020-08-16 18:51:09,129 - mmaction - INFO - Epoch [48][1240/2505] lr: 3.750e-04, eta: 1 day, 3:52:37, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8703, loss_cls: 1.2307, loss: 1.2307, grad_norm: 7.3338 2020-08-16 18:51:24,851 - mmaction - INFO - Epoch [48][1260/2505] lr: 3.750e-04, eta: 1 day, 3:52:22, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8682, loss_cls: 1.2990, loss: 1.2990, grad_norm: 7.5556 2020-08-16 18:51:39,307 - mmaction - INFO - Epoch [48][1280/2505] lr: 3.750e-04, eta: 1 day, 3:52:06, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8651, loss_cls: 1.3095, loss: 1.3095, grad_norm: 7.3594 2020-08-16 18:51:54,744 - mmaction - INFO - Epoch [48][1300/2505] lr: 3.750e-04, eta: 1 day, 3:51:51, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8818, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.0674 2020-08-16 18:52:10,640 - mmaction - INFO - Epoch [48][1320/2505] lr: 3.750e-04, eta: 1 day, 3:51:36, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6630, top5_acc: 0.8734, loss_cls: 1.3136, loss: 1.3136, grad_norm: 7.6080 2020-08-16 18:52:27,257 - mmaction - INFO - Epoch [48][1340/2505] lr: 3.750e-04, eta: 1 day, 3:51:23, time: 0.835, data_time: 0.007, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8719, loss_cls: 1.2861, loss: 1.2861, grad_norm: 7.3708 2020-08-16 18:52:41,353 - mmaction - INFO - Epoch [48][1360/2505] lr: 3.750e-04, eta: 1 day, 3:51:06, time: 0.703, data_time: 0.004, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8745, loss_cls: 1.2610, loss: 1.2610, grad_norm: 7.5508 2020-08-16 18:52:56,317 - mmaction - INFO - Epoch [48][1380/2505] lr: 3.750e-04, eta: 1 day, 3:50:51, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8802, loss_cls: 1.2603, loss: 1.2603, grad_norm: 7.4606 2020-08-16 18:53:11,525 - mmaction - INFO - Epoch [48][1400/2505] lr: 3.750e-04, eta: 1 day, 3:50:35, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8615, loss_cls: 1.2926, loss: 1.2926, grad_norm: 7.5969 2020-08-16 18:53:27,238 - mmaction - INFO - Epoch [48][1420/2505] lr: 3.750e-04, eta: 1 day, 3:50:21, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8682, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.3921 2020-08-16 18:53:42,917 - mmaction - INFO - Epoch [48][1440/2505] lr: 3.750e-04, eta: 1 day, 3:50:06, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8750, loss_cls: 1.2697, loss: 1.2697, grad_norm: 7.3832 2020-08-16 18:53:57,354 - mmaction - INFO - Epoch [48][1460/2505] lr: 3.750e-04, eta: 1 day, 3:49:50, time: 0.722, data_time: 0.003, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8828, loss_cls: 1.2789, loss: 1.2789, grad_norm: 7.4493 2020-08-16 18:54:12,578 - mmaction - INFO - Epoch [48][1480/2505] lr: 3.750e-04, eta: 1 day, 3:49:34, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8714, loss_cls: 1.2549, loss: 1.2549, grad_norm: 7.5000 2020-08-16 18:54:27,947 - mmaction - INFO - Epoch [48][1500/2505] lr: 3.750e-04, eta: 1 day, 3:49:19, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8766, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.2224 2020-08-16 18:54:44,325 - mmaction - INFO - Epoch [48][1520/2505] lr: 3.750e-04, eta: 1 day, 3:49:05, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.6022 2020-08-16 18:54:59,384 - mmaction - INFO - Epoch [48][1540/2505] lr: 3.750e-04, eta: 1 day, 3:48:50, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8630, loss_cls: 1.2937, loss: 1.2937, grad_norm: 7.4258 2020-08-16 18:55:13,940 - mmaction - INFO - Epoch [48][1560/2505] lr: 3.750e-04, eta: 1 day, 3:48:34, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6563, top5_acc: 0.8474, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.8072 2020-08-16 18:55:29,760 - mmaction - INFO - Epoch [48][1580/2505] lr: 3.750e-04, eta: 1 day, 3:48:19, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8807, loss_cls: 1.2353, loss: 1.2353, grad_norm: 7.3052 2020-08-16 18:55:45,179 - mmaction - INFO - Epoch [48][1600/2505] lr: 3.750e-04, eta: 1 day, 3:48:04, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8797, loss_cls: 1.2246, loss: 1.2246, grad_norm: 7.4296 2020-08-16 18:56:00,032 - mmaction - INFO - Epoch [48][1620/2505] lr: 3.750e-04, eta: 1 day, 3:47:48, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3049, loss: 1.3049, grad_norm: 7.3403 2020-08-16 18:56:16,311 - mmaction - INFO - Epoch [48][1640/2505] lr: 3.750e-04, eta: 1 day, 3:47:34, time: 0.812, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8698, loss_cls: 1.2875, loss: 1.2875, grad_norm: 7.5524 2020-08-16 18:56:31,696 - mmaction - INFO - Epoch [48][1660/2505] lr: 3.750e-04, eta: 1 day, 3:47:19, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8729, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.5328 2020-08-16 18:56:46,651 - mmaction - INFO - Epoch [48][1680/2505] lr: 3.750e-04, eta: 1 day, 3:47:03, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8609, loss_cls: 1.2865, loss: 1.2865, grad_norm: 7.3586 2020-08-16 18:57:02,670 - mmaction - INFO - Epoch [48][1700/2505] lr: 3.750e-04, eta: 1 day, 3:46:49, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8719, loss_cls: 1.3035, loss: 1.3035, grad_norm: 7.6545 2020-08-16 18:57:17,006 - mmaction - INFO - Epoch [48][1720/2505] lr: 3.750e-04, eta: 1 day, 3:46:33, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8792, loss_cls: 1.2776, loss: 1.2776, grad_norm: 7.5662 2020-08-16 18:57:32,935 - mmaction - INFO - Epoch [48][1740/2505] lr: 3.750e-04, eta: 1 day, 3:46:18, time: 0.797, data_time: 0.003, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8818, loss_cls: 1.2643, loss: 1.2643, grad_norm: 7.5993 2020-08-16 18:57:49,112 - mmaction - INFO - Epoch [48][1760/2505] lr: 3.750e-04, eta: 1 day, 3:46:04, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8677, loss_cls: 1.2959, loss: 1.2959, grad_norm: 7.4848 2020-08-16 18:58:03,772 - mmaction - INFO - Epoch [48][1780/2505] lr: 3.750e-04, eta: 1 day, 3:45:48, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2274, loss: 1.2274, grad_norm: 7.4628 2020-08-16 18:58:19,130 - mmaction - INFO - Epoch [48][1800/2505] lr: 3.750e-04, eta: 1 day, 3:45:33, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2139, loss: 1.2139, grad_norm: 7.1966 2020-08-16 18:58:33,910 - mmaction - INFO - Epoch [48][1820/2505] lr: 3.750e-04, eta: 1 day, 3:45:17, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8542, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.6590 2020-08-16 18:58:49,429 - mmaction - INFO - Epoch [48][1840/2505] lr: 3.750e-04, eta: 1 day, 3:45:02, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8641, loss_cls: 1.2965, loss: 1.2965, grad_norm: 7.3074 2020-08-16 18:59:04,606 - mmaction - INFO - Epoch [48][1860/2505] lr: 3.750e-04, eta: 1 day, 3:44:47, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8682, loss_cls: 1.2566, loss: 1.2566, grad_norm: 7.4405 2020-08-16 18:59:20,396 - mmaction - INFO - Epoch [48][1880/2505] lr: 3.750e-04, eta: 1 day, 3:44:32, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8573, loss_cls: 1.3471, loss: 1.3471, grad_norm: 7.6621 2020-08-16 18:59:34,533 - mmaction - INFO - Epoch [48][1900/2505] lr: 3.750e-04, eta: 1 day, 3:44:15, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.4143 2020-08-16 18:59:51,244 - mmaction - INFO - Epoch [48][1920/2505] lr: 3.750e-04, eta: 1 day, 3:44:02, time: 0.834, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8615, loss_cls: 1.3179, loss: 1.3179, grad_norm: 7.4810 2020-08-16 19:00:08,446 - mmaction - INFO - Epoch [48][1940/2505] lr: 3.750e-04, eta: 1 day, 3:43:48, time: 0.853, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8729, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.3136 2020-08-16 19:00:23,179 - mmaction - INFO - Epoch [48][1960/2505] lr: 3.750e-04, eta: 1 day, 3:43:33, time: 0.745, data_time: 0.017, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8797, loss_cls: 1.2576, loss: 1.2576, grad_norm: 7.3306 2020-08-16 19:00:38,657 - mmaction - INFO - Epoch [48][1980/2505] lr: 3.750e-04, eta: 1 day, 3:43:18, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8771, loss_cls: 1.2439, loss: 1.2439, grad_norm: 7.5491 2020-08-16 19:00:53,475 - mmaction - INFO - Epoch [48][2000/2505] lr: 3.750e-04, eta: 1 day, 3:43:02, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.3117, loss: 1.3117, grad_norm: 7.6092 2020-08-16 19:01:08,334 - mmaction - INFO - Epoch [48][2020/2505] lr: 3.750e-04, eta: 1 day, 3:42:46, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8745, loss_cls: 1.2490, loss: 1.2490, grad_norm: 7.4258 2020-08-16 19:01:23,442 - mmaction - INFO - Epoch [48][2040/2505] lr: 3.750e-04, eta: 1 day, 3:42:31, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8714, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.3205 2020-08-16 19:01:38,473 - mmaction - INFO - Epoch [48][2060/2505] lr: 3.750e-04, eta: 1 day, 3:42:15, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8646, loss_cls: 1.3025, loss: 1.3025, grad_norm: 7.5408 2020-08-16 19:01:54,216 - mmaction - INFO - Epoch [48][2080/2505] lr: 3.750e-04, eta: 1 day, 3:42:01, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2775, loss: 1.2775, grad_norm: 7.2809 2020-08-16 19:02:09,510 - mmaction - INFO - Epoch [48][2100/2505] lr: 3.750e-04, eta: 1 day, 3:41:45, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8693, loss_cls: 1.2960, loss: 1.2960, grad_norm: 7.4154 2020-08-16 19:02:24,960 - mmaction - INFO - Epoch [48][2120/2505] lr: 3.750e-04, eta: 1 day, 3:41:30, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8771, loss_cls: 1.2455, loss: 1.2455, grad_norm: 7.4579 2020-08-16 19:02:39,798 - mmaction - INFO - Epoch [48][2140/2505] lr: 3.750e-04, eta: 1 day, 3:41:15, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8630, loss_cls: 1.2720, loss: 1.2720, grad_norm: 7.3077 2020-08-16 19:02:55,155 - mmaction - INFO - Epoch [48][2160/2505] lr: 3.750e-04, eta: 1 day, 3:40:59, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8755, loss_cls: 1.2612, loss: 1.2612, grad_norm: 7.4574 2020-08-16 19:03:11,774 - mmaction - INFO - Epoch [48][2180/2505] lr: 3.750e-04, eta: 1 day, 3:40:46, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8714, loss_cls: 1.2890, loss: 1.2890, grad_norm: 7.6164 2020-08-16 19:03:26,330 - mmaction - INFO - Epoch [48][2200/2505] lr: 3.750e-04, eta: 1 day, 3:40:30, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.6959 2020-08-16 19:03:40,899 - mmaction - INFO - Epoch [48][2220/2505] lr: 3.750e-04, eta: 1 day, 3:40:14, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2341, loss: 1.2341, grad_norm: 7.1511 2020-08-16 19:03:56,142 - mmaction - INFO - Epoch [48][2240/2505] lr: 3.750e-04, eta: 1 day, 3:39:58, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8656, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.7771 2020-08-16 19:04:10,981 - mmaction - INFO - Epoch [48][2260/2505] lr: 3.750e-04, eta: 1 day, 3:39:43, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8719, loss_cls: 1.2554, loss: 1.2554, grad_norm: 7.4493 2020-08-16 19:04:27,071 - mmaction - INFO - Epoch [48][2280/2505] lr: 3.750e-04, eta: 1 day, 3:39:28, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2378, loss: 1.2378, grad_norm: 7.3794 2020-08-16 19:04:41,514 - mmaction - INFO - Epoch [48][2300/2505] lr: 3.750e-04, eta: 1 day, 3:39:12, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8599, loss_cls: 1.3491, loss: 1.3491, grad_norm: 7.6025 2020-08-16 19:04:56,569 - mmaction - INFO - Epoch [48][2320/2505] lr: 3.750e-04, eta: 1 day, 3:38:57, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2689, loss: 1.2689, grad_norm: 7.5132 2020-08-16 19:05:12,196 - mmaction - INFO - Epoch [48][2340/2505] lr: 3.750e-04, eta: 1 day, 3:38:42, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8781, loss_cls: 1.2280, loss: 1.2280, grad_norm: 7.4068 2020-08-16 19:05:27,461 - mmaction - INFO - Epoch [48][2360/2505] lr: 3.750e-04, eta: 1 day, 3:38:26, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6589, top5_acc: 0.8594, loss_cls: 1.3704, loss: 1.3704, grad_norm: 7.5992 2020-08-16 19:05:43,500 - mmaction - INFO - Epoch [48][2380/2505] lr: 3.750e-04, eta: 1 day, 3:38:12, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8729, loss_cls: 1.2662, loss: 1.2662, grad_norm: 7.4316 2020-08-16 19:05:57,954 - mmaction - INFO - Epoch [48][2400/2505] lr: 3.750e-04, eta: 1 day, 3:37:56, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.3165 2020-08-16 19:06:14,256 - mmaction - INFO - Epoch [48][2420/2505] lr: 3.750e-04, eta: 1 day, 3:37:42, time: 0.815, data_time: 0.007, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8687, loss_cls: 1.2796, loss: 1.2796, grad_norm: 7.5220 2020-08-16 19:06:28,677 - mmaction - INFO - Epoch [48][2440/2505] lr: 3.750e-04, eta: 1 day, 3:37:26, time: 0.721, data_time: 0.003, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8635, loss_cls: 1.3081, loss: 1.3081, grad_norm: 7.7095 2020-08-16 19:06:44,163 - mmaction - INFO - Epoch [48][2460/2505] lr: 3.750e-04, eta: 1 day, 3:37:11, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8792, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.5028 2020-08-16 19:06:59,343 - mmaction - INFO - Epoch [48][2480/2505] lr: 3.750e-04, eta: 1 day, 3:36:55, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8630, loss_cls: 1.3096, loss: 1.3096, grad_norm: 7.5583 2020-08-16 19:07:14,461 - mmaction - INFO - Epoch [48][2500/2505] lr: 3.750e-04, eta: 1 day, 3:36:40, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8750, loss_cls: 1.2278, loss: 1.2278, grad_norm: 7.2658 2020-08-16 19:07:18,421 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-16 19:07:42,534 - mmaction - INFO - Epoch [49][20/2505] lr: 3.750e-04, eta: 1 day, 3:36:26, time: 1.174, data_time: 0.560, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8740, loss_cls: 1.2553, loss: 1.2553, grad_norm: 7.3287 2020-08-16 19:07:55,675 - mmaction - INFO - Epoch [49][40/2505] lr: 3.750e-04, eta: 1 day, 3:36:08, time: 0.659, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8734, loss_cls: 1.2906, loss: 1.2906, grad_norm: 7.4909 2020-08-16 19:08:09,979 - mmaction - INFO - Epoch [49][60/2505] lr: 3.750e-04, eta: 1 day, 3:35:52, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8573, loss_cls: 1.3040, loss: 1.3040, grad_norm: 7.2689 2020-08-16 19:08:26,140 - mmaction - INFO - Epoch [49][80/2505] lr: 3.750e-04, eta: 1 day, 3:35:37, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.4344 2020-08-16 19:08:40,612 - mmaction - INFO - Epoch [49][100/2505] lr: 3.750e-04, eta: 1 day, 3:35:21, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8760, loss_cls: 1.2412, loss: 1.2412, grad_norm: 7.4427 2020-08-16 19:08:55,876 - mmaction - INFO - Epoch [49][120/2505] lr: 3.750e-04, eta: 1 day, 3:35:06, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8776, loss_cls: 1.2295, loss: 1.2295, grad_norm: 7.2964 2020-08-16 19:09:10,904 - mmaction - INFO - Epoch [49][140/2505] lr: 3.750e-04, eta: 1 day, 3:34:50, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8776, loss_cls: 1.2113, loss: 1.2113, grad_norm: 7.1924 2020-08-16 19:09:26,540 - mmaction - INFO - Epoch [49][160/2505] lr: 3.750e-04, eta: 1 day, 3:34:36, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8656, loss_cls: 1.2614, loss: 1.2614, grad_norm: 7.2466 2020-08-16 19:09:41,145 - mmaction - INFO - Epoch [49][180/2505] lr: 3.750e-04, eta: 1 day, 3:34:20, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.3325 2020-08-16 19:09:56,140 - mmaction - INFO - Epoch [49][200/2505] lr: 3.750e-04, eta: 1 day, 3:34:04, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8911, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.2452 2020-08-16 19:10:12,436 - mmaction - INFO - Epoch [49][220/2505] lr: 3.750e-04, eta: 1 day, 3:33:50, time: 0.810, data_time: 0.004, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8755, loss_cls: 1.2953, loss: 1.2953, grad_norm: 7.5283 2020-08-16 19:10:27,720 - mmaction - INFO - Epoch [49][240/2505] lr: 3.750e-04, eta: 1 day, 3:33:35, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2442, loss: 1.2442, grad_norm: 7.4167 2020-08-16 19:10:41,609 - mmaction - INFO - Epoch [49][260/2505] lr: 3.750e-04, eta: 1 day, 3:33:18, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8734, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.5964 2020-08-16 19:10:56,624 - mmaction - INFO - Epoch [49][280/2505] lr: 3.750e-04, eta: 1 day, 3:33:02, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8698, loss_cls: 1.3126, loss: 1.3126, grad_norm: 7.4287 2020-08-16 19:11:11,622 - mmaction - INFO - Epoch [49][300/2505] lr: 3.750e-04, eta: 1 day, 3:32:47, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8635, loss_cls: 1.3074, loss: 1.3074, grad_norm: 7.4556 2020-08-16 19:11:27,613 - mmaction - INFO - Epoch [49][320/2505] lr: 3.750e-04, eta: 1 day, 3:32:32, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8651, loss_cls: 1.3293, loss: 1.3293, grad_norm: 7.5981 2020-08-16 19:11:42,394 - mmaction - INFO - Epoch [49][340/2505] lr: 3.750e-04, eta: 1 day, 3:32:17, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8547, loss_cls: 1.3222, loss: 1.3222, grad_norm: 7.4320 2020-08-16 19:11:57,884 - mmaction - INFO - Epoch [49][360/2505] lr: 3.750e-04, eta: 1 day, 3:32:02, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3302, loss: 1.3302, grad_norm: 7.5823 2020-08-16 19:12:12,653 - mmaction - INFO - Epoch [49][380/2505] lr: 3.750e-04, eta: 1 day, 3:31:46, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8849, loss_cls: 1.2450, loss: 1.2450, grad_norm: 7.5688 2020-08-16 19:12:27,300 - mmaction - INFO - Epoch [49][400/2505] lr: 3.750e-04, eta: 1 day, 3:31:30, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8714, loss_cls: 1.2746, loss: 1.2746, grad_norm: 7.3296 2020-08-16 19:12:42,666 - mmaction - INFO - Epoch [49][420/2505] lr: 3.750e-04, eta: 1 day, 3:31:15, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8693, loss_cls: 1.3374, loss: 1.3374, grad_norm: 7.6881 2020-08-16 19:12:57,799 - mmaction - INFO - Epoch [49][440/2505] lr: 3.750e-04, eta: 1 day, 3:30:59, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8724, loss_cls: 1.2861, loss: 1.2861, grad_norm: 7.6166 2020-08-16 19:13:12,886 - mmaction - INFO - Epoch [49][460/2505] lr: 3.750e-04, eta: 1 day, 3:30:44, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8651, loss_cls: 1.2827, loss: 1.2827, grad_norm: 7.5416 2020-08-16 19:13:28,382 - mmaction - INFO - Epoch [49][480/2505] lr: 3.750e-04, eta: 1 day, 3:30:29, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8687, loss_cls: 1.2804, loss: 1.2804, grad_norm: 7.4610 2020-08-16 19:13:43,958 - mmaction - INFO - Epoch [49][500/2505] lr: 3.750e-04, eta: 1 day, 3:30:14, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.0919 2020-08-16 19:13:58,594 - mmaction - INFO - Epoch [49][520/2505] lr: 3.750e-04, eta: 1 day, 3:29:58, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.6719 2020-08-16 19:14:13,933 - mmaction - INFO - Epoch [49][540/2505] lr: 3.750e-04, eta: 1 day, 3:29:43, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8635, loss_cls: 1.2959, loss: 1.2959, grad_norm: 7.4386 2020-08-16 19:14:29,181 - mmaction - INFO - Epoch [49][560/2505] lr: 3.750e-04, eta: 1 day, 3:29:28, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8708, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.6055 2020-08-16 19:14:44,932 - mmaction - INFO - Epoch [49][580/2505] lr: 3.750e-04, eta: 1 day, 3:29:13, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8812, loss_cls: 1.2323, loss: 1.2323, grad_norm: 7.4495 2020-08-16 19:14:59,524 - mmaction - INFO - Epoch [49][600/2505] lr: 3.750e-04, eta: 1 day, 3:28:57, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8771, loss_cls: 1.2626, loss: 1.2626, grad_norm: 7.5397 2020-08-16 19:15:14,775 - mmaction - INFO - Epoch [49][620/2505] lr: 3.750e-04, eta: 1 day, 3:28:42, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8760, loss_cls: 1.2722, loss: 1.2722, grad_norm: 7.4723 2020-08-16 19:15:29,340 - mmaction - INFO - Epoch [49][640/2505] lr: 3.750e-04, eta: 1 day, 3:28:26, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8792, loss_cls: 1.2113, loss: 1.2113, grad_norm: 7.2897 2020-08-16 19:15:44,944 - mmaction - INFO - Epoch [49][660/2505] lr: 3.750e-04, eta: 1 day, 3:28:11, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8833, loss_cls: 1.2489, loss: 1.2489, grad_norm: 7.4834 2020-08-16 19:16:00,124 - mmaction - INFO - Epoch [49][680/2505] lr: 3.750e-04, eta: 1 day, 3:27:55, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3604, loss: 1.3604, grad_norm: 7.7410 2020-08-16 19:16:15,463 - mmaction - INFO - Epoch [49][700/2505] lr: 3.750e-04, eta: 1 day, 3:27:40, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8656, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.5951 2020-08-16 19:16:30,248 - mmaction - INFO - Epoch [49][720/2505] lr: 3.750e-04, eta: 1 day, 3:27:24, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8661, loss_cls: 1.2661, loss: 1.2661, grad_norm: 7.2663 2020-08-16 19:16:45,243 - mmaction - INFO - Epoch [49][740/2505] lr: 3.750e-04, eta: 1 day, 3:27:09, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8687, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.3946 2020-08-16 19:17:00,323 - mmaction - INFO - Epoch [49][760/2505] lr: 3.750e-04, eta: 1 day, 3:26:53, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8734, loss_cls: 1.2494, loss: 1.2494, grad_norm: 7.4612 2020-08-16 19:17:15,534 - mmaction - INFO - Epoch [49][780/2505] lr: 3.750e-04, eta: 1 day, 3:26:38, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8620, loss_cls: 1.3010, loss: 1.3010, grad_norm: 7.8012 2020-08-16 19:17:31,237 - mmaction - INFO - Epoch [49][800/2505] lr: 3.750e-04, eta: 1 day, 3:26:23, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8635, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.4220 2020-08-16 19:17:45,907 - mmaction - INFO - Epoch [49][820/2505] lr: 3.750e-04, eta: 1 day, 3:26:07, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8651, loss_cls: 1.2454, loss: 1.2454, grad_norm: 7.3349 2020-08-16 19:18:00,548 - mmaction - INFO - Epoch [49][840/2505] lr: 3.750e-04, eta: 1 day, 3:25:52, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2466, loss: 1.2466, grad_norm: 7.3503 2020-08-16 19:18:15,843 - mmaction - INFO - Epoch [49][860/2505] lr: 3.750e-04, eta: 1 day, 3:25:36, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.2978, loss: 1.2978, grad_norm: 7.3599 2020-08-16 19:18:30,910 - mmaction - INFO - Epoch [49][880/2505] lr: 3.750e-04, eta: 1 day, 3:25:21, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8828, loss_cls: 1.2140, loss: 1.2140, grad_norm: 7.3781 2020-08-16 19:18:46,023 - mmaction - INFO - Epoch [49][900/2505] lr: 3.750e-04, eta: 1 day, 3:25:05, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8630, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.5226 2020-08-16 19:19:01,536 - mmaction - INFO - Epoch [49][920/2505] lr: 3.750e-04, eta: 1 day, 3:24:50, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8677, loss_cls: 1.2772, loss: 1.2772, grad_norm: 7.4129 2020-08-16 19:19:16,549 - mmaction - INFO - Epoch [49][940/2505] lr: 3.750e-04, eta: 1 day, 3:24:35, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8635, loss_cls: 1.2964, loss: 1.2964, grad_norm: 7.4489 2020-08-16 19:19:31,347 - mmaction - INFO - Epoch [49][960/2505] lr: 3.750e-04, eta: 1 day, 3:24:19, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.1872 2020-08-16 19:19:46,780 - mmaction - INFO - Epoch [49][980/2505] lr: 3.750e-04, eta: 1 day, 3:24:04, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8651, loss_cls: 1.3216, loss: 1.3216, grad_norm: 7.6365 2020-08-16 19:20:01,628 - mmaction - INFO - Epoch [49][1000/2505] lr: 3.750e-04, eta: 1 day, 3:23:48, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.3087, loss: 1.3087, grad_norm: 7.6747 2020-08-16 19:20:16,386 - mmaction - INFO - Epoch [49][1020/2505] lr: 3.750e-04, eta: 1 day, 3:23:33, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8682, loss_cls: 1.2602, loss: 1.2602, grad_norm: 7.2252 2020-08-16 19:20:31,711 - mmaction - INFO - Epoch [49][1040/2505] lr: 3.750e-04, eta: 1 day, 3:23:17, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2760, loss: 1.2760, grad_norm: 7.4816 2020-08-16 19:20:46,912 - mmaction - INFO - Epoch [49][1060/2505] lr: 3.750e-04, eta: 1 day, 3:23:02, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.7078 2020-08-16 19:21:01,941 - mmaction - INFO - Epoch [49][1080/2505] lr: 3.750e-04, eta: 1 day, 3:22:47, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2444, loss: 1.2444, grad_norm: 7.3569 2020-08-16 19:21:16,875 - mmaction - INFO - Epoch [49][1100/2505] lr: 3.750e-04, eta: 1 day, 3:22:31, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8693, loss_cls: 1.2945, loss: 1.2945, grad_norm: 7.4868 2020-08-16 19:21:32,039 - mmaction - INFO - Epoch [49][1120/2505] lr: 3.750e-04, eta: 1 day, 3:22:16, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8786, loss_cls: 1.2911, loss: 1.2911, grad_norm: 7.4673 2020-08-16 19:21:47,197 - mmaction - INFO - Epoch [49][1140/2505] lr: 3.750e-04, eta: 1 day, 3:22:00, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8797, loss_cls: 1.2331, loss: 1.2331, grad_norm: 7.3538 2020-08-16 19:22:02,902 - mmaction - INFO - Epoch [49][1160/2505] lr: 3.750e-04, eta: 1 day, 3:21:45, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.6072 2020-08-16 19:22:17,524 - mmaction - INFO - Epoch [49][1180/2505] lr: 3.750e-04, eta: 1 day, 3:21:30, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8755, loss_cls: 1.3024, loss: 1.3024, grad_norm: 7.5533 2020-08-16 19:22:32,284 - mmaction - INFO - Epoch [49][1200/2505] lr: 3.750e-04, eta: 1 day, 3:21:14, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8792, loss_cls: 1.1813, loss: 1.1813, grad_norm: 7.2692 2020-08-16 19:22:48,282 - mmaction - INFO - Epoch [49][1220/2505] lr: 3.750e-04, eta: 1 day, 3:20:59, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8849, loss_cls: 1.1953, loss: 1.1953, grad_norm: 7.3283 2020-08-16 19:23:03,096 - mmaction - INFO - Epoch [49][1240/2505] lr: 3.750e-04, eta: 1 day, 3:20:43, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8865, loss_cls: 1.1948, loss: 1.1948, grad_norm: 7.2503 2020-08-16 19:23:18,573 - mmaction - INFO - Epoch [49][1260/2505] lr: 3.750e-04, eta: 1 day, 3:20:28, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8771, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.3170 2020-08-16 19:23:34,965 - mmaction - INFO - Epoch [49][1280/2505] lr: 3.750e-04, eta: 1 day, 3:20:14, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8677, loss_cls: 1.2885, loss: 1.2885, grad_norm: 7.5095 2020-08-16 19:23:49,742 - mmaction - INFO - Epoch [49][1300/2505] lr: 3.750e-04, eta: 1 day, 3:19:59, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8682, loss_cls: 1.2909, loss: 1.2909, grad_norm: 7.5075 2020-08-16 19:24:05,764 - mmaction - INFO - Epoch [49][1320/2505] lr: 3.750e-04, eta: 1 day, 3:19:44, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8667, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.3914 2020-08-16 19:24:20,086 - mmaction - INFO - Epoch [49][1340/2505] lr: 3.750e-04, eta: 1 day, 3:19:28, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8641, loss_cls: 1.3148, loss: 1.3148, grad_norm: 7.5918 2020-08-16 19:24:35,976 - mmaction - INFO - Epoch [49][1360/2505] lr: 3.750e-04, eta: 1 day, 3:19:13, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8745, loss_cls: 1.2370, loss: 1.2370, grad_norm: 7.4633 2020-08-16 19:24:51,161 - mmaction - INFO - Epoch [49][1380/2505] lr: 3.750e-04, eta: 1 day, 3:18:58, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8813, loss_cls: 1.2325, loss: 1.2325, grad_norm: 7.4623 2020-08-16 19:25:05,952 - mmaction - INFO - Epoch [49][1400/2505] lr: 3.750e-04, eta: 1 day, 3:18:42, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8781, loss_cls: 1.2265, loss: 1.2265, grad_norm: 7.3402 2020-08-16 19:25:21,114 - mmaction - INFO - Epoch [49][1420/2505] lr: 3.750e-04, eta: 1 day, 3:18:27, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8714, loss_cls: 1.2612, loss: 1.2612, grad_norm: 7.4158 2020-08-16 19:25:35,774 - mmaction - INFO - Epoch [49][1440/2505] lr: 3.750e-04, eta: 1 day, 3:18:11, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8781, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.3485 2020-08-16 19:25:50,904 - mmaction - INFO - Epoch [49][1460/2505] lr: 3.750e-04, eta: 1 day, 3:17:56, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8823, loss_cls: 1.2348, loss: 1.2348, grad_norm: 7.2794 2020-08-16 19:26:05,805 - mmaction - INFO - Epoch [49][1480/2505] lr: 3.750e-04, eta: 1 day, 3:17:40, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8646, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.2762 2020-08-16 19:26:21,132 - mmaction - INFO - Epoch [49][1500/2505] lr: 3.750e-04, eta: 1 day, 3:17:25, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8922, loss_cls: 1.1819, loss: 1.1819, grad_norm: 7.2832 2020-08-16 19:26:35,996 - mmaction - INFO - Epoch [49][1520/2505] lr: 3.750e-04, eta: 1 day, 3:17:09, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.5542 2020-08-16 19:26:51,084 - mmaction - INFO - Epoch [49][1540/2505] lr: 3.750e-04, eta: 1 day, 3:16:54, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8734, loss_cls: 1.2815, loss: 1.2815, grad_norm: 7.6627 2020-08-16 19:27:06,435 - mmaction - INFO - Epoch [49][1560/2505] lr: 3.750e-04, eta: 1 day, 3:16:38, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8870, loss_cls: 1.2185, loss: 1.2185, grad_norm: 7.4530 2020-08-16 19:27:21,661 - mmaction - INFO - Epoch [49][1580/2505] lr: 3.750e-04, eta: 1 day, 3:16:23, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.2996, loss: 1.2996, grad_norm: 7.4344 2020-08-16 19:27:36,490 - mmaction - INFO - Epoch [49][1600/2505] lr: 3.750e-04, eta: 1 day, 3:16:07, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8724, loss_cls: 1.2287, loss: 1.2287, grad_norm: 7.4280 2020-08-16 19:27:51,812 - mmaction - INFO - Epoch [49][1620/2505] lr: 3.750e-04, eta: 1 day, 3:15:52, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8687, loss_cls: 1.3000, loss: 1.3000, grad_norm: 7.6048 2020-08-16 19:28:07,809 - mmaction - INFO - Epoch [49][1640/2505] lr: 3.750e-04, eta: 1 day, 3:15:38, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8635, loss_cls: 1.2686, loss: 1.2686, grad_norm: 7.4781 2020-08-16 19:28:22,848 - mmaction - INFO - Epoch [49][1660/2505] lr: 3.750e-04, eta: 1 day, 3:15:22, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8563, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.7585 2020-08-16 19:28:38,172 - mmaction - INFO - Epoch [49][1680/2505] lr: 3.750e-04, eta: 1 day, 3:15:07, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1515, loss: 1.1515, grad_norm: 7.0554 2020-08-16 19:28:52,916 - mmaction - INFO - Epoch [49][1700/2505] lr: 3.750e-04, eta: 1 day, 3:14:51, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8807, loss_cls: 1.2348, loss: 1.2348, grad_norm: 7.3062 2020-08-16 19:29:08,294 - mmaction - INFO - Epoch [49][1720/2505] lr: 3.750e-04, eta: 1 day, 3:14:36, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.6312 2020-08-16 19:29:23,203 - mmaction - INFO - Epoch [49][1740/2505] lr: 3.750e-04, eta: 1 day, 3:14:20, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2897, loss: 1.2897, grad_norm: 7.5696 2020-08-16 19:29:38,713 - mmaction - INFO - Epoch [49][1760/2505] lr: 3.750e-04, eta: 1 day, 3:14:06, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8547, loss_cls: 1.3010, loss: 1.3010, grad_norm: 7.4454 2020-08-16 19:29:53,944 - mmaction - INFO - Epoch [49][1780/2505] lr: 3.750e-04, eta: 1 day, 3:13:50, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8651, loss_cls: 1.2709, loss: 1.2709, grad_norm: 7.4852 2020-08-16 19:30:08,525 - mmaction - INFO - Epoch [49][1800/2505] lr: 3.750e-04, eta: 1 day, 3:13:34, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8781, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.4263 2020-08-16 19:30:24,824 - mmaction - INFO - Epoch [49][1820/2505] lr: 3.750e-04, eta: 1 day, 3:13:20, time: 0.815, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8682, loss_cls: 1.3102, loss: 1.3102, grad_norm: 7.7511 2020-08-16 19:30:40,073 - mmaction - INFO - Epoch [49][1840/2505] lr: 3.750e-04, eta: 1 day, 3:13:05, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8776, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.4935 2020-08-16 19:30:55,569 - mmaction - INFO - Epoch [49][1860/2505] lr: 3.750e-04, eta: 1 day, 3:12:50, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8641, loss_cls: 1.2890, loss: 1.2890, grad_norm: 7.3936 2020-08-16 19:31:10,209 - mmaction - INFO - Epoch [49][1880/2505] lr: 3.750e-04, eta: 1 day, 3:12:34, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8755, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.6426 2020-08-16 19:31:25,402 - mmaction - INFO - Epoch [49][1900/2505] lr: 3.750e-04, eta: 1 day, 3:12:19, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8599, loss_cls: 1.3163, loss: 1.3163, grad_norm: 7.7854 2020-08-16 19:31:40,349 - mmaction - INFO - Epoch [49][1920/2505] lr: 3.750e-04, eta: 1 day, 3:12:03, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8698, loss_cls: 1.2745, loss: 1.2745, grad_norm: 7.4789 2020-08-16 19:31:56,113 - mmaction - INFO - Epoch [49][1940/2505] lr: 3.750e-04, eta: 1 day, 3:11:48, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1927, loss: 1.1927, grad_norm: 7.3594 2020-08-16 19:32:11,434 - mmaction - INFO - Epoch [49][1960/2505] lr: 3.750e-04, eta: 1 day, 3:11:33, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8667, loss_cls: 1.2909, loss: 1.2909, grad_norm: 7.5354 2020-08-16 19:32:25,991 - mmaction - INFO - Epoch [49][1980/2505] lr: 3.750e-04, eta: 1 day, 3:11:17, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8792, loss_cls: 1.2434, loss: 1.2434, grad_norm: 7.3969 2020-08-16 19:32:41,604 - mmaction - INFO - Epoch [49][2000/2505] lr: 3.750e-04, eta: 1 day, 3:11:02, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8740, loss_cls: 1.2830, loss: 1.2830, grad_norm: 7.6514 2020-08-16 19:32:56,042 - mmaction - INFO - Epoch [49][2020/2505] lr: 3.750e-04, eta: 1 day, 3:10:46, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8677, loss_cls: 1.2641, loss: 1.2641, grad_norm: 7.5925 2020-08-16 19:33:10,981 - mmaction - INFO - Epoch [49][2040/2505] lr: 3.750e-04, eta: 1 day, 3:10:30, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8672, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.3693 2020-08-16 19:33:26,688 - mmaction - INFO - Epoch [49][2060/2505] lr: 3.750e-04, eta: 1 day, 3:10:16, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8776, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.2216 2020-08-16 19:33:41,960 - mmaction - INFO - Epoch [49][2080/2505] lr: 3.750e-04, eta: 1 day, 3:10:00, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8859, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.3176 2020-08-16 19:33:56,421 - mmaction - INFO - Epoch [49][2100/2505] lr: 3.750e-04, eta: 1 day, 3:09:44, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8714, loss_cls: 1.2958, loss: 1.2958, grad_norm: 7.6799 2020-08-16 19:34:11,893 - mmaction - INFO - Epoch [49][2120/2505] lr: 3.750e-04, eta: 1 day, 3:09:29, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8714, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.5839 2020-08-16 19:34:27,167 - mmaction - INFO - Epoch [49][2140/2505] lr: 3.750e-04, eta: 1 day, 3:09:14, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8714, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.7675 2020-08-16 19:34:42,516 - mmaction - INFO - Epoch [49][2160/2505] lr: 3.750e-04, eta: 1 day, 3:08:59, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8615, loss_cls: 1.3056, loss: 1.3056, grad_norm: 7.8142 2020-08-16 19:34:58,876 - mmaction - INFO - Epoch [49][2180/2505] lr: 3.750e-04, eta: 1 day, 3:08:45, time: 0.814, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8714, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.4739 2020-08-16 19:35:13,041 - mmaction - INFO - Epoch [49][2200/2505] lr: 3.750e-04, eta: 1 day, 3:08:28, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8854, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.2750 2020-08-16 19:35:27,986 - mmaction - INFO - Epoch [49][2220/2505] lr: 3.750e-04, eta: 1 day, 3:08:13, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8698, loss_cls: 1.2730, loss: 1.2730, grad_norm: 7.5935 2020-08-16 19:35:44,811 - mmaction - INFO - Epoch [49][2240/2505] lr: 3.750e-04, eta: 1 day, 3:07:59, time: 0.843, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8604, loss_cls: 1.2731, loss: 1.2731, grad_norm: 7.4064 2020-08-16 19:35:58,570 - mmaction - INFO - Epoch [49][2260/2505] lr: 3.750e-04, eta: 1 day, 3:07:42, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8833, loss_cls: 1.2333, loss: 1.2333, grad_norm: 7.3656 2020-08-16 19:36:13,506 - mmaction - INFO - Epoch [49][2280/2505] lr: 3.750e-04, eta: 1 day, 3:07:27, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1858, loss: 1.1858, grad_norm: 7.4139 2020-08-16 19:36:28,488 - mmaction - INFO - Epoch [49][2300/2505] lr: 3.750e-04, eta: 1 day, 3:07:11, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8630, loss_cls: 1.2873, loss: 1.2873, grad_norm: 7.6428 2020-08-16 19:36:43,567 - mmaction - INFO - Epoch [49][2320/2505] lr: 3.750e-04, eta: 1 day, 3:06:56, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8510, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.7002 2020-08-16 19:36:58,654 - mmaction - INFO - Epoch [49][2340/2505] lr: 3.750e-04, eta: 1 day, 3:06:40, time: 0.754, data_time: 0.002, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8740, loss_cls: 1.2885, loss: 1.2885, grad_norm: 7.6409 2020-08-16 19:37:14,136 - mmaction - INFO - Epoch [49][2360/2505] lr: 3.750e-04, eta: 1 day, 3:06:25, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8755, loss_cls: 1.2695, loss: 1.2695, grad_norm: 7.4965 2020-08-16 19:37:30,342 - mmaction - INFO - Epoch [49][2380/2505] lr: 3.750e-04, eta: 1 day, 3:06:11, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8755, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.6258 2020-08-16 19:37:45,911 - mmaction - INFO - Epoch [49][2400/2505] lr: 3.750e-04, eta: 1 day, 3:05:56, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8620, loss_cls: 1.2981, loss: 1.2981, grad_norm: 7.5429 2020-08-16 19:38:01,130 - mmaction - INFO - Epoch [49][2420/2505] lr: 3.750e-04, eta: 1 day, 3:05:41, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8505, loss_cls: 1.3547, loss: 1.3547, grad_norm: 7.6412 2020-08-16 19:38:16,157 - mmaction - INFO - Epoch [49][2440/2505] lr: 3.750e-04, eta: 1 day, 3:05:25, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8828, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.6525 2020-08-16 19:38:30,989 - mmaction - INFO - Epoch [49][2460/2505] lr: 3.750e-04, eta: 1 day, 3:05:10, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8677, loss_cls: 1.3185, loss: 1.3185, grad_norm: 7.7463 2020-08-16 19:38:45,855 - mmaction - INFO - Epoch [49][2480/2505] lr: 3.750e-04, eta: 1 day, 3:04:54, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8687, loss_cls: 1.2291, loss: 1.2291, grad_norm: 7.3870 2020-08-16 19:39:00,613 - mmaction - INFO - Epoch [49][2500/2505] lr: 3.750e-04, eta: 1 day, 3:04:38, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8531, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.9147 2020-08-16 19:39:04,333 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-08-16 19:39:24,906 - mmaction - INFO - Epoch [50][20/2505] lr: 3.750e-04, eta: 1 day, 3:04:20, time: 1.007, data_time: 0.390, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8734, loss_cls: 1.2797, loss: 1.2797, grad_norm: 7.5350 2020-08-16 19:39:39,846 - mmaction - INFO - Epoch [50][40/2505] lr: 3.750e-04, eta: 1 day, 3:04:05, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8766, loss_cls: 1.2440, loss: 1.2440, grad_norm: 7.5072 2020-08-16 19:39:54,621 - mmaction - INFO - Epoch [50][60/2505] lr: 3.750e-04, eta: 1 day, 3:03:49, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8729, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.6739 2020-08-16 19:40:09,137 - mmaction - INFO - Epoch [50][80/2505] lr: 3.750e-04, eta: 1 day, 3:03:33, time: 0.726, data_time: 0.003, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8615, loss_cls: 1.2946, loss: 1.2946, grad_norm: 7.8721 2020-08-16 19:40:24,272 - mmaction - INFO - Epoch [50][100/2505] lr: 3.750e-04, eta: 1 day, 3:03:17, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8620, loss_cls: 1.2891, loss: 1.2891, grad_norm: 7.5190 2020-08-16 19:40:38,978 - mmaction - INFO - Epoch [50][120/2505] lr: 3.750e-04, eta: 1 day, 3:03:02, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.4896 2020-08-16 19:40:54,798 - mmaction - INFO - Epoch [50][140/2505] lr: 3.750e-04, eta: 1 day, 3:02:47, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8807, loss_cls: 1.1708, loss: 1.1708, grad_norm: 7.2324 2020-08-16 19:41:09,719 - mmaction - INFO - Epoch [50][160/2505] lr: 3.750e-04, eta: 1 day, 3:02:31, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8667, loss_cls: 1.3076, loss: 1.3076, grad_norm: 7.4677 2020-08-16 19:41:24,926 - mmaction - INFO - Epoch [50][180/2505] lr: 3.750e-04, eta: 1 day, 3:02:16, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8802, loss_cls: 1.2288, loss: 1.2288, grad_norm: 7.2711 2020-08-16 19:41:39,706 - mmaction - INFO - Epoch [50][200/2505] lr: 3.750e-04, eta: 1 day, 3:02:00, time: 0.743, data_time: 0.008, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.2030, loss: 1.2030, grad_norm: 7.3402 2020-08-16 19:41:54,636 - mmaction - INFO - Epoch [50][220/2505] lr: 3.750e-04, eta: 1 day, 3:01:45, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.2893, loss: 1.2893, grad_norm: 7.5093 2020-08-16 19:42:09,837 - mmaction - INFO - Epoch [50][240/2505] lr: 3.750e-04, eta: 1 day, 3:01:29, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8802, loss_cls: 1.1986, loss: 1.1986, grad_norm: 7.3302 2020-08-16 19:42:24,871 - mmaction - INFO - Epoch [50][260/2505] lr: 3.750e-04, eta: 1 day, 3:01:14, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8786, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.4031 2020-08-16 19:42:40,302 - mmaction - INFO - Epoch [50][280/2505] lr: 3.750e-04, eta: 1 day, 3:00:59, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8750, loss_cls: 1.2543, loss: 1.2543, grad_norm: 7.4947 2020-08-16 19:42:55,092 - mmaction - INFO - Epoch [50][300/2505] lr: 3.750e-04, eta: 1 day, 3:00:43, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8625, loss_cls: 1.3128, loss: 1.3128, grad_norm: 7.6395 2020-08-16 19:43:10,222 - mmaction - INFO - Epoch [50][320/2505] lr: 3.750e-04, eta: 1 day, 3:00:27, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8714, loss_cls: 1.3040, loss: 1.3040, grad_norm: 7.7255 2020-08-16 19:43:25,560 - mmaction - INFO - Epoch [50][340/2505] lr: 3.750e-04, eta: 1 day, 3:00:12, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8661, loss_cls: 1.2506, loss: 1.2506, grad_norm: 7.4125 2020-08-16 19:43:40,377 - mmaction - INFO - Epoch [50][360/2505] lr: 3.750e-04, eta: 1 day, 2:59:57, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8599, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.6484 2020-08-16 19:43:55,835 - mmaction - INFO - Epoch [50][380/2505] lr: 3.750e-04, eta: 1 day, 2:59:42, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8771, loss_cls: 1.2524, loss: 1.2524, grad_norm: 7.5455 2020-08-16 19:44:10,393 - mmaction - INFO - Epoch [50][400/2505] lr: 3.750e-04, eta: 1 day, 2:59:26, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8594, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.6124 2020-08-16 19:44:25,548 - mmaction - INFO - Epoch [50][420/2505] lr: 3.750e-04, eta: 1 day, 2:59:10, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8745, loss_cls: 1.2589, loss: 1.2589, grad_norm: 7.4719 2020-08-16 19:44:40,372 - mmaction - INFO - Epoch [50][440/2505] lr: 3.750e-04, eta: 1 day, 2:58:55, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8703, loss_cls: 1.2502, loss: 1.2502, grad_norm: 7.5104 2020-08-16 19:44:55,483 - mmaction - INFO - Epoch [50][460/2505] lr: 3.750e-04, eta: 1 day, 2:58:39, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8661, loss_cls: 1.2841, loss: 1.2841, grad_norm: 7.5036 2020-08-16 19:45:10,533 - mmaction - INFO - Epoch [50][480/2505] lr: 3.750e-04, eta: 1 day, 2:58:24, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8703, loss_cls: 1.2837, loss: 1.2837, grad_norm: 7.4630 2020-08-16 19:45:25,419 - mmaction - INFO - Epoch [50][500/2505] lr: 3.750e-04, eta: 1 day, 2:58:08, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.2936, loss: 1.2936, grad_norm: 7.7074 2020-08-16 19:45:40,429 - mmaction - INFO - Epoch [50][520/2505] lr: 3.750e-04, eta: 1 day, 2:57:52, time: 0.756, data_time: 0.008, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8771, loss_cls: 1.2177, loss: 1.2177, grad_norm: 7.4357 2020-08-16 19:45:56,040 - mmaction - INFO - Epoch [50][540/2505] lr: 3.750e-04, eta: 1 day, 2:57:38, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8734, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.6629 2020-08-16 19:46:10,708 - mmaction - INFO - Epoch [50][560/2505] lr: 3.750e-04, eta: 1 day, 2:57:22, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8620, loss_cls: 1.3529, loss: 1.3529, grad_norm: 7.6953 2020-08-16 19:46:25,942 - mmaction - INFO - Epoch [50][580/2505] lr: 3.750e-04, eta: 1 day, 2:57:06, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8755, loss_cls: 1.2446, loss: 1.2446, grad_norm: 7.5854 2020-08-16 19:46:40,972 - mmaction - INFO - Epoch [50][600/2505] lr: 3.750e-04, eta: 1 day, 2:56:51, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8745, loss_cls: 1.2549, loss: 1.2549, grad_norm: 7.5529 2020-08-16 19:46:56,398 - mmaction - INFO - Epoch [50][620/2505] lr: 3.750e-04, eta: 1 day, 2:56:36, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8771, loss_cls: 1.2314, loss: 1.2314, grad_norm: 7.5594 2020-08-16 19:47:11,370 - mmaction - INFO - Epoch [50][640/2505] lr: 3.750e-04, eta: 1 day, 2:56:20, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8635, loss_cls: 1.2431, loss: 1.2431, grad_norm: 7.3932 2020-08-16 19:47:26,421 - mmaction - INFO - Epoch [50][660/2505] lr: 3.750e-04, eta: 1 day, 2:56:05, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8760, loss_cls: 1.3061, loss: 1.3061, grad_norm: 7.6546 2020-08-16 19:47:41,289 - mmaction - INFO - Epoch [50][680/2505] lr: 3.750e-04, eta: 1 day, 2:55:49, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8724, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.5600 2020-08-16 19:47:56,520 - mmaction - INFO - Epoch [50][700/2505] lr: 3.750e-04, eta: 1 day, 2:55:34, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8677, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.5940 2020-08-16 19:48:11,820 - mmaction - INFO - Epoch [50][720/2505] lr: 3.750e-04, eta: 1 day, 2:55:19, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8714, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.5597 2020-08-16 19:48:26,822 - mmaction - INFO - Epoch [50][740/2505] lr: 3.750e-04, eta: 1 day, 2:55:03, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3257, loss: 1.3257, grad_norm: 7.8344 2020-08-16 19:48:43,054 - mmaction - INFO - Epoch [50][760/2505] lr: 3.750e-04, eta: 1 day, 2:54:49, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8594, loss_cls: 1.3400, loss: 1.3400, grad_norm: 7.8103 2020-08-16 19:48:57,534 - mmaction - INFO - Epoch [50][780/2505] lr: 3.750e-04, eta: 1 day, 2:54:33, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8672, loss_cls: 1.2414, loss: 1.2414, grad_norm: 7.6621 2020-08-16 19:49:12,591 - mmaction - INFO - Epoch [50][800/2505] lr: 3.750e-04, eta: 1 day, 2:54:17, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2611, loss: 1.2611, grad_norm: 7.7009 2020-08-16 19:49:27,653 - mmaction - INFO - Epoch [50][820/2505] lr: 3.750e-04, eta: 1 day, 2:54:02, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.3070, loss: 1.3070, grad_norm: 7.7553 2020-08-16 19:49:42,776 - mmaction - INFO - Epoch [50][840/2505] lr: 3.750e-04, eta: 1 day, 2:53:46, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8771, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.5221 2020-08-16 19:49:58,998 - mmaction - INFO - Epoch [50][860/2505] lr: 3.750e-04, eta: 1 day, 2:53:32, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8760, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.4730 2020-08-16 19:50:14,243 - mmaction - INFO - Epoch [50][880/2505] lr: 3.750e-04, eta: 1 day, 2:53:17, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8750, loss_cls: 1.2594, loss: 1.2594, grad_norm: 7.4753 2020-08-16 19:50:29,361 - mmaction - INFO - Epoch [50][900/2505] lr: 3.750e-04, eta: 1 day, 2:53:02, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8755, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.5568 2020-08-16 19:50:44,132 - mmaction - INFO - Epoch [50][920/2505] lr: 3.750e-04, eta: 1 day, 2:52:46, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2648, loss: 1.2648, grad_norm: 7.4744 2020-08-16 19:50:59,129 - mmaction - INFO - Epoch [50][940/2505] lr: 3.750e-04, eta: 1 day, 2:52:30, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8661, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.5967 2020-08-16 19:51:14,395 - mmaction - INFO - Epoch [50][960/2505] lr: 3.750e-04, eta: 1 day, 2:52:15, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8818, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.4240 2020-08-16 19:51:29,587 - mmaction - INFO - Epoch [50][980/2505] lr: 3.750e-04, eta: 1 day, 2:52:00, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8641, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.5785 2020-08-16 19:51:45,513 - mmaction - INFO - Epoch [50][1000/2505] lr: 3.750e-04, eta: 1 day, 2:51:45, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.8404 2020-08-16 19:52:00,699 - mmaction - INFO - Epoch [50][1020/2505] lr: 3.750e-04, eta: 1 day, 2:51:30, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8724, loss_cls: 1.2357, loss: 1.2357, grad_norm: 7.4016 2020-08-16 19:52:15,715 - mmaction - INFO - Epoch [50][1040/2505] lr: 3.750e-04, eta: 1 day, 2:51:14, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6698, top5_acc: 0.8536, loss_cls: 1.3930, loss: 1.3930, grad_norm: 7.6869 2020-08-16 19:52:30,924 - mmaction - INFO - Epoch [50][1060/2505] lr: 3.750e-04, eta: 1 day, 2:50:59, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8687, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.5894 2020-08-16 19:52:46,621 - mmaction - INFO - Epoch [50][1080/2505] lr: 3.750e-04, eta: 1 day, 2:50:44, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8818, loss_cls: 1.2428, loss: 1.2428, grad_norm: 7.5717 2020-08-16 19:53:01,027 - mmaction - INFO - Epoch [50][1100/2505] lr: 3.750e-04, eta: 1 day, 2:50:28, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8792, loss_cls: 1.2211, loss: 1.2211, grad_norm: 7.6370 2020-08-16 19:53:16,700 - mmaction - INFO - Epoch [50][1120/2505] lr: 3.750e-04, eta: 1 day, 2:50:13, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8734, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.6547 2020-08-16 19:53:31,552 - mmaction - INFO - Epoch [50][1140/2505] lr: 3.750e-04, eta: 1 day, 2:49:57, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8615, loss_cls: 1.3015, loss: 1.3015, grad_norm: 7.6052 2020-08-16 19:53:47,543 - mmaction - INFO - Epoch [50][1160/2505] lr: 3.750e-04, eta: 1 day, 2:49:43, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8766, loss_cls: 1.2719, loss: 1.2719, grad_norm: 7.6181 2020-08-16 19:54:02,668 - mmaction - INFO - Epoch [50][1180/2505] lr: 3.750e-04, eta: 1 day, 2:49:28, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.1091 2020-08-16 19:54:17,676 - mmaction - INFO - Epoch [50][1200/2505] lr: 3.750e-04, eta: 1 day, 2:49:12, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8802, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.5841 2020-08-16 19:54:32,549 - mmaction - INFO - Epoch [50][1220/2505] lr: 3.750e-04, eta: 1 day, 2:48:56, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.6247 2020-08-16 19:54:48,551 - mmaction - INFO - Epoch [50][1240/2505] lr: 3.750e-04, eta: 1 day, 2:48:42, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1646, loss: 1.1646, grad_norm: 7.2415 2020-08-16 19:55:03,854 - mmaction - INFO - Epoch [50][1260/2505] lr: 3.750e-04, eta: 1 day, 2:48:27, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8901, loss_cls: 1.1800, loss: 1.1800, grad_norm: 7.4053 2020-08-16 19:55:19,135 - mmaction - INFO - Epoch [50][1280/2505] lr: 3.750e-04, eta: 1 day, 2:48:11, time: 0.764, data_time: 0.003, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8672, loss_cls: 1.2773, loss: 1.2773, grad_norm: 7.4771 2020-08-16 19:55:34,736 - mmaction - INFO - Epoch [50][1300/2505] lr: 3.750e-04, eta: 1 day, 2:47:57, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8807, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.1949 2020-08-16 19:55:50,483 - mmaction - INFO - Epoch [50][1320/2505] lr: 3.750e-04, eta: 1 day, 2:47:42, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8698, loss_cls: 1.2870, loss: 1.2870, grad_norm: 7.4957 2020-08-16 19:56:05,205 - mmaction - INFO - Epoch [50][1340/2505] lr: 3.750e-04, eta: 1 day, 2:47:26, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8802, loss_cls: 1.2166, loss: 1.2166, grad_norm: 7.6955 2020-08-16 19:56:20,207 - mmaction - INFO - Epoch [50][1360/2505] lr: 3.750e-04, eta: 1 day, 2:47:10, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2324, loss: 1.2324, grad_norm: 7.3345 2020-08-16 19:56:35,386 - mmaction - INFO - Epoch [50][1380/2505] lr: 3.750e-04, eta: 1 day, 2:46:55, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8771, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.2801 2020-08-16 19:56:50,957 - mmaction - INFO - Epoch [50][1400/2505] lr: 3.750e-04, eta: 1 day, 2:46:40, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8656, loss_cls: 1.3058, loss: 1.3058, grad_norm: 7.9220 2020-08-16 19:57:06,274 - mmaction - INFO - Epoch [50][1420/2505] lr: 3.750e-04, eta: 1 day, 2:46:25, time: 0.768, data_time: 0.008, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8714, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.4174 2020-08-16 19:57:21,261 - mmaction - INFO - Epoch [50][1440/2505] lr: 3.750e-04, eta: 1 day, 2:46:09, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8677, loss_cls: 1.2707, loss: 1.2707, grad_norm: 7.5149 2020-08-16 19:57:36,953 - mmaction - INFO - Epoch [50][1460/2505] lr: 3.750e-04, eta: 1 day, 2:45:55, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8755, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.4798 2020-08-16 19:57:52,910 - mmaction - INFO - Epoch [50][1480/2505] lr: 3.750e-04, eta: 1 day, 2:45:40, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8786, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.6907 2020-08-16 19:58:07,709 - mmaction - INFO - Epoch [50][1500/2505] lr: 3.750e-04, eta: 1 day, 2:45:24, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8792, loss_cls: 1.1986, loss: 1.1986, grad_norm: 7.4397 2020-08-16 19:58:23,780 - mmaction - INFO - Epoch [50][1520/2505] lr: 3.750e-04, eta: 1 day, 2:45:10, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8667, loss_cls: 1.2743, loss: 1.2743, grad_norm: 7.4462 2020-08-16 19:58:38,333 - mmaction - INFO - Epoch [50][1540/2505] lr: 3.750e-04, eta: 1 day, 2:44:54, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.2672, loss: 1.2672, grad_norm: 7.5396 2020-08-16 19:58:53,682 - mmaction - INFO - Epoch [50][1560/2505] lr: 3.750e-04, eta: 1 day, 2:44:39, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8740, loss_cls: 1.2451, loss: 1.2451, grad_norm: 7.3567 2020-08-16 19:59:09,299 - mmaction - INFO - Epoch [50][1580/2505] lr: 3.750e-04, eta: 1 day, 2:44:24, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8729, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.5024 2020-08-16 19:59:24,610 - mmaction - INFO - Epoch [50][1600/2505] lr: 3.750e-04, eta: 1 day, 2:44:09, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8776, loss_cls: 1.1952, loss: 1.1952, grad_norm: 7.3356 2020-08-16 19:59:39,867 - mmaction - INFO - Epoch [50][1620/2505] lr: 3.750e-04, eta: 1 day, 2:43:53, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6745, top5_acc: 0.8698, loss_cls: 1.2859, loss: 1.2859, grad_norm: 7.7525 2020-08-16 19:59:55,836 - mmaction - INFO - Epoch [50][1640/2505] lr: 3.750e-04, eta: 1 day, 2:43:39, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8776, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.4580 2020-08-16 20:00:12,736 - mmaction - INFO - Epoch [50][1660/2505] lr: 3.750e-04, eta: 1 day, 2:43:25, time: 0.831, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8646, loss_cls: 1.3166, loss: 1.3166, grad_norm: 7.6739 2020-08-16 20:00:26,697 - mmaction - INFO - Epoch [50][1680/2505] lr: 3.750e-04, eta: 1 day, 2:43:09, time: 0.712, data_time: 0.023, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8693, loss_cls: 1.2720, loss: 1.2720, grad_norm: 7.5485 2020-08-16 20:00:42,633 - mmaction - INFO - Epoch [50][1700/2505] lr: 3.750e-04, eta: 1 day, 2:42:54, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8698, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.6104 2020-08-16 20:00:57,040 - mmaction - INFO - Epoch [50][1720/2505] lr: 3.750e-04, eta: 1 day, 2:42:38, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8583, loss_cls: 1.3438, loss: 1.3438, grad_norm: 7.8631 2020-08-16 20:01:12,582 - mmaction - INFO - Epoch [50][1740/2505] lr: 3.750e-04, eta: 1 day, 2:42:23, time: 0.777, data_time: 0.008, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8766, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.4992 2020-08-16 20:01:27,450 - mmaction - INFO - Epoch [50][1760/2505] lr: 3.750e-04, eta: 1 day, 2:42:07, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8828, loss_cls: 1.1883, loss: 1.1883, grad_norm: 7.3803 2020-08-16 20:01:42,320 - mmaction - INFO - Epoch [50][1780/2505] lr: 3.750e-04, eta: 1 day, 2:41:52, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8714, loss_cls: 1.2893, loss: 1.2893, grad_norm: 7.6929 2020-08-16 20:01:57,529 - mmaction - INFO - Epoch [50][1800/2505] lr: 3.750e-04, eta: 1 day, 2:41:36, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8755, loss_cls: 1.2587, loss: 1.2587, grad_norm: 7.5854 2020-08-16 20:02:14,198 - mmaction - INFO - Epoch [50][1820/2505] lr: 3.750e-04, eta: 1 day, 2:41:23, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8703, loss_cls: 1.2824, loss: 1.2824, grad_norm: 7.7937 2020-08-16 20:02:28,695 - mmaction - INFO - Epoch [50][1840/2505] lr: 3.750e-04, eta: 1 day, 2:41:07, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8688, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.5889 2020-08-16 20:02:44,091 - mmaction - INFO - Epoch [50][1860/2505] lr: 3.750e-04, eta: 1 day, 2:40:51, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8661, loss_cls: 1.3018, loss: 1.3018, grad_norm: 7.6191 2020-08-16 20:03:00,013 - mmaction - INFO - Epoch [50][1880/2505] lr: 3.750e-04, eta: 1 day, 2:40:37, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8745, loss_cls: 1.2419, loss: 1.2419, grad_norm: 7.6941 2020-08-16 20:03:15,251 - mmaction - INFO - Epoch [50][1900/2505] lr: 3.750e-04, eta: 1 day, 2:40:22, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.3002, loss: 1.3002, grad_norm: 7.8835 2020-08-16 20:03:29,797 - mmaction - INFO - Epoch [50][1920/2505] lr: 3.750e-04, eta: 1 day, 2:40:06, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8573, loss_cls: 1.3297, loss: 1.3297, grad_norm: 7.6501 2020-08-16 20:03:44,550 - mmaction - INFO - Epoch [50][1940/2505] lr: 3.750e-04, eta: 1 day, 2:39:50, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8740, loss_cls: 1.2525, loss: 1.2525, grad_norm: 7.4982 2020-08-16 20:03:59,373 - mmaction - INFO - Epoch [50][1960/2505] lr: 3.750e-04, eta: 1 day, 2:39:34, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8719, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.4758 2020-08-16 20:04:14,916 - mmaction - INFO - Epoch [50][1980/2505] lr: 3.750e-04, eta: 1 day, 2:39:19, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8651, loss_cls: 1.2892, loss: 1.2892, grad_norm: 7.7211 2020-08-16 20:04:29,749 - mmaction - INFO - Epoch [50][2000/2505] lr: 3.750e-04, eta: 1 day, 2:39:03, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8724, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.5500 2020-08-16 20:04:44,952 - mmaction - INFO - Epoch [50][2020/2505] lr: 3.750e-04, eta: 1 day, 2:38:48, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8740, loss_cls: 1.2276, loss: 1.2276, grad_norm: 7.4275 2020-08-16 20:04:59,463 - mmaction - INFO - Epoch [50][2040/2505] lr: 3.750e-04, eta: 1 day, 2:38:32, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8682, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.5445 2020-08-16 20:05:15,019 - mmaction - INFO - Epoch [50][2060/2505] lr: 3.750e-04, eta: 1 day, 2:38:17, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8635, loss_cls: 1.2853, loss: 1.2853, grad_norm: 7.6016 2020-08-16 20:05:29,396 - mmaction - INFO - Epoch [50][2080/2505] lr: 3.750e-04, eta: 1 day, 2:38:01, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3448, loss: 1.3448, grad_norm: 7.9394 2020-08-16 20:05:44,827 - mmaction - INFO - Epoch [50][2100/2505] lr: 3.750e-04, eta: 1 day, 2:37:46, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8786, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.4534 2020-08-16 20:05:59,629 - mmaction - INFO - Epoch [50][2120/2505] lr: 3.750e-04, eta: 1 day, 2:37:30, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8839, loss_cls: 1.1719, loss: 1.1719, grad_norm: 7.1300 2020-08-16 20:06:14,816 - mmaction - INFO - Epoch [50][2140/2505] lr: 3.750e-04, eta: 1 day, 2:37:15, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.5704 2020-08-16 20:06:30,813 - mmaction - INFO - Epoch [50][2160/2505] lr: 3.750e-04, eta: 1 day, 2:37:00, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8661, loss_cls: 1.2736, loss: 1.2736, grad_norm: 7.4596 2020-08-16 20:06:45,724 - mmaction - INFO - Epoch [50][2180/2505] lr: 3.750e-04, eta: 1 day, 2:36:45, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8740, loss_cls: 1.2346, loss: 1.2346, grad_norm: 7.5253 2020-08-16 20:07:00,321 - mmaction - INFO - Epoch [50][2200/2505] lr: 3.750e-04, eta: 1 day, 2:36:29, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8693, loss_cls: 1.2933, loss: 1.2933, grad_norm: 7.6223 2020-08-16 20:07:15,472 - mmaction - INFO - Epoch [50][2220/2505] lr: 3.750e-04, eta: 1 day, 2:36:13, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8766, loss_cls: 1.2587, loss: 1.2587, grad_norm: 7.5089 2020-08-16 20:07:29,844 - mmaction - INFO - Epoch [50][2240/2505] lr: 3.750e-04, eta: 1 day, 2:35:57, time: 0.717, data_time: 0.001, memory: 8343, top1_acc: 0.6776, top5_acc: 0.8620, loss_cls: 1.3370, loss: 1.3370, grad_norm: 7.8745 2020-08-16 20:07:46,044 - mmaction - INFO - Epoch [50][2260/2505] lr: 3.750e-04, eta: 1 day, 2:35:43, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8802, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.6903 2020-08-16 20:08:00,595 - mmaction - INFO - Epoch [50][2280/2505] lr: 3.750e-04, eta: 1 day, 2:35:27, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8714, loss_cls: 1.2668, loss: 1.2668, grad_norm: 7.5351 2020-08-16 20:08:15,319 - mmaction - INFO - Epoch [50][2300/2505] lr: 3.750e-04, eta: 1 day, 2:35:11, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2757, loss: 1.2757, grad_norm: 7.6718 2020-08-16 20:08:32,051 - mmaction - INFO - Epoch [50][2320/2505] lr: 3.750e-04, eta: 1 day, 2:34:57, time: 0.838, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8583, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.5946 2020-08-16 20:08:45,817 - mmaction - INFO - Epoch [50][2340/2505] lr: 3.750e-04, eta: 1 day, 2:34:41, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8734, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.5152 2020-08-16 20:09:01,700 - mmaction - INFO - Epoch [50][2360/2505] lr: 3.750e-04, eta: 1 day, 2:34:26, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2405, loss: 1.2405, grad_norm: 7.5736 2020-08-16 20:09:16,215 - mmaction - INFO - Epoch [50][2380/2505] lr: 3.750e-04, eta: 1 day, 2:34:10, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8667, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.9667 2020-08-16 20:09:30,783 - mmaction - INFO - Epoch [50][2400/2505] lr: 3.750e-04, eta: 1 day, 2:33:54, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8656, loss_cls: 1.2767, loss: 1.2767, grad_norm: 7.7026 2020-08-16 20:09:46,321 - mmaction - INFO - Epoch [50][2420/2505] lr: 3.750e-04, eta: 1 day, 2:33:39, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3196, loss: 1.3196, grad_norm: 7.7545 2020-08-16 20:10:01,178 - mmaction - INFO - Epoch [50][2440/2505] lr: 3.750e-04, eta: 1 day, 2:33:23, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8724, loss_cls: 1.2916, loss: 1.2916, grad_norm: 7.5197 2020-08-16 20:10:15,992 - mmaction - INFO - Epoch [50][2460/2505] lr: 3.750e-04, eta: 1 day, 2:33:08, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2773, loss: 1.2773, grad_norm: 7.6303 2020-08-16 20:10:30,949 - mmaction - INFO - Epoch [50][2480/2505] lr: 3.750e-04, eta: 1 day, 2:32:52, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8682, loss_cls: 1.2814, loss: 1.2814, grad_norm: 7.7065 2020-08-16 20:10:45,657 - mmaction - INFO - Epoch [50][2500/2505] lr: 3.750e-04, eta: 1 day, 2:32:36, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8818, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.4439 2020-08-16 20:10:50,595 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-08-16 20:11:14,255 - mmaction - INFO - Epoch [51][20/2505] lr: 3.750e-04, eta: 1 day, 2:32:21, time: 1.150, data_time: 0.537, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8734, loss_cls: 1.2210, loss: 1.2210, grad_norm: 7.3912 2020-08-16 20:11:27,114 - mmaction - INFO - Epoch [51][40/2505] lr: 3.750e-04, eta: 1 day, 2:32:04, time: 0.643, data_time: 0.002, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8599, loss_cls: 1.2912, loss: 1.2912, grad_norm: 7.4364 2020-08-16 20:11:41,192 - mmaction - INFO - Epoch [51][60/2505] lr: 3.750e-04, eta: 1 day, 2:31:47, time: 0.702, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8760, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.4613 2020-08-16 20:11:55,749 - mmaction - INFO - Epoch [51][80/2505] lr: 3.750e-04, eta: 1 day, 2:31:31, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8698, loss_cls: 1.2680, loss: 1.2680, grad_norm: 7.3937 2020-08-16 20:12:10,291 - mmaction - INFO - Epoch [51][100/2505] lr: 3.750e-04, eta: 1 day, 2:31:15, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8833, loss_cls: 1.2160, loss: 1.2160, grad_norm: 7.6317 2020-08-16 20:12:25,553 - mmaction - INFO - Epoch [51][120/2505] lr: 3.750e-04, eta: 1 day, 2:31:00, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8818, loss_cls: 1.1905, loss: 1.1905, grad_norm: 7.2265 2020-08-16 20:12:40,774 - mmaction - INFO - Epoch [51][140/2505] lr: 3.750e-04, eta: 1 day, 2:30:45, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1861, loss: 1.1861, grad_norm: 7.2917 2020-08-16 20:12:55,419 - mmaction - INFO - Epoch [51][160/2505] lr: 3.750e-04, eta: 1 day, 2:30:29, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8615, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.0486 2020-08-16 20:13:10,381 - mmaction - INFO - Epoch [51][180/2505] lr: 3.750e-04, eta: 1 day, 2:30:13, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2919, loss: 1.2919, grad_norm: 7.7137 2020-08-16 20:13:26,190 - mmaction - INFO - Epoch [51][200/2505] lr: 3.750e-04, eta: 1 day, 2:29:59, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8693, loss_cls: 1.2676, loss: 1.2676, grad_norm: 7.6252 2020-08-16 20:13:40,564 - mmaction - INFO - Epoch [51][220/2505] lr: 3.750e-04, eta: 1 day, 2:29:42, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8797, loss_cls: 1.2266, loss: 1.2266, grad_norm: 7.6851 2020-08-16 20:13:55,102 - mmaction - INFO - Epoch [51][240/2505] lr: 3.750e-04, eta: 1 day, 2:29:26, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8708, loss_cls: 1.2919, loss: 1.2919, grad_norm: 7.4866 2020-08-16 20:14:10,628 - mmaction - INFO - Epoch [51][260/2505] lr: 3.750e-04, eta: 1 day, 2:29:11, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8755, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.7130 2020-08-16 20:14:25,739 - mmaction - INFO - Epoch [51][280/2505] lr: 3.750e-04, eta: 1 day, 2:28:56, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8573, loss_cls: 1.3154, loss: 1.3154, grad_norm: 7.8106 2020-08-16 20:14:40,013 - mmaction - INFO - Epoch [51][300/2505] lr: 3.750e-04, eta: 1 day, 2:28:40, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.2592, loss: 1.2592, grad_norm: 7.5003 2020-08-16 20:14:55,273 - mmaction - INFO - Epoch [51][320/2505] lr: 3.750e-04, eta: 1 day, 2:28:25, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8750, loss_cls: 1.2715, loss: 1.2715, grad_norm: 7.4707 2020-08-16 20:15:09,998 - mmaction - INFO - Epoch [51][340/2505] lr: 3.750e-04, eta: 1 day, 2:28:09, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8854, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.4789 2020-08-16 20:15:24,363 - mmaction - INFO - Epoch [51][360/2505] lr: 3.750e-04, eta: 1 day, 2:27:53, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8802, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.8985 2020-08-16 20:15:39,107 - mmaction - INFO - Epoch [51][380/2505] lr: 3.750e-04, eta: 1 day, 2:27:37, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.5561 2020-08-16 20:15:53,688 - mmaction - INFO - Epoch [51][400/2505] lr: 3.750e-04, eta: 1 day, 2:27:21, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2518, loss: 1.2518, grad_norm: 7.5547 2020-08-16 20:16:09,471 - mmaction - INFO - Epoch [51][420/2505] lr: 3.750e-04, eta: 1 day, 2:27:06, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8714, loss_cls: 1.2850, loss: 1.2850, grad_norm: 7.4174 2020-08-16 20:16:23,231 - mmaction - INFO - Epoch [51][440/2505] lr: 3.750e-04, eta: 1 day, 2:26:49, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8620, loss_cls: 1.3799, loss: 1.3799, grad_norm: 8.1626 2020-08-16 20:16:37,749 - mmaction - INFO - Epoch [51][460/2505] lr: 3.750e-04, eta: 1 day, 2:26:33, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8672, loss_cls: 1.2645, loss: 1.2645, grad_norm: 7.4789 2020-08-16 20:16:52,387 - mmaction - INFO - Epoch [51][480/2505] lr: 3.750e-04, eta: 1 day, 2:26:18, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8880, loss_cls: 1.1784, loss: 1.1784, grad_norm: 7.6091 2020-08-16 20:17:07,497 - mmaction - INFO - Epoch [51][500/2505] lr: 3.750e-04, eta: 1 day, 2:26:02, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2532, loss: 1.2532, grad_norm: 7.5825 2020-08-16 20:17:22,517 - mmaction - INFO - Epoch [51][520/2505] lr: 3.750e-04, eta: 1 day, 2:25:47, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8786, loss_cls: 1.2189, loss: 1.2189, grad_norm: 7.5327 2020-08-16 20:17:36,658 - mmaction - INFO - Epoch [51][540/2505] lr: 3.750e-04, eta: 1 day, 2:25:30, time: 0.707, data_time: 0.001, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8703, loss_cls: 1.2750, loss: 1.2750, grad_norm: 7.5308 2020-08-16 20:17:52,146 - mmaction - INFO - Epoch [51][560/2505] lr: 3.750e-04, eta: 1 day, 2:25:15, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8792, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.3901 2020-08-16 20:18:06,904 - mmaction - INFO - Epoch [51][580/2505] lr: 3.750e-04, eta: 1 day, 2:25:00, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8604, loss_cls: 1.2635, loss: 1.2635, grad_norm: 7.7519 2020-08-16 20:18:21,423 - mmaction - INFO - Epoch [51][600/2505] lr: 3.750e-04, eta: 1 day, 2:24:43, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8766, loss_cls: 1.2381, loss: 1.2381, grad_norm: 7.4746 2020-08-16 20:18:36,723 - mmaction - INFO - Epoch [51][620/2505] lr: 3.750e-04, eta: 1 day, 2:24:28, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8766, loss_cls: 1.2146, loss: 1.2146, grad_norm: 7.4568 2020-08-16 20:18:52,188 - mmaction - INFO - Epoch [51][640/2505] lr: 3.750e-04, eta: 1 day, 2:24:13, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8620, loss_cls: 1.2886, loss: 1.2886, grad_norm: 7.6449 2020-08-16 20:19:06,227 - mmaction - INFO - Epoch [51][660/2505] lr: 3.750e-04, eta: 1 day, 2:23:57, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8729, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.5612 2020-08-16 20:19:20,721 - mmaction - INFO - Epoch [51][680/2505] lr: 3.750e-04, eta: 1 day, 2:23:41, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8802, loss_cls: 1.2096, loss: 1.2096, grad_norm: 7.4491 2020-08-16 20:19:35,972 - mmaction - INFO - Epoch [51][700/2505] lr: 3.750e-04, eta: 1 day, 2:23:26, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8734, loss_cls: 1.1982, loss: 1.1982, grad_norm: 7.4311 2020-08-16 20:19:50,434 - mmaction - INFO - Epoch [51][720/2505] lr: 3.750e-04, eta: 1 day, 2:23:09, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1758, loss: 1.1758, grad_norm: 7.2836 2020-08-16 20:20:05,771 - mmaction - INFO - Epoch [51][740/2505] lr: 3.750e-04, eta: 1 day, 2:22:54, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8562, loss_cls: 1.3321, loss: 1.3321, grad_norm: 7.7559 2020-08-16 20:20:20,261 - mmaction - INFO - Epoch [51][760/2505] lr: 3.750e-04, eta: 1 day, 2:22:38, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8734, loss_cls: 1.2862, loss: 1.2862, grad_norm: 7.6862 2020-08-16 20:20:35,642 - mmaction - INFO - Epoch [51][780/2505] lr: 3.750e-04, eta: 1 day, 2:22:23, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8615, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.8157 2020-08-16 20:20:50,503 - mmaction - INFO - Epoch [51][800/2505] lr: 3.750e-04, eta: 1 day, 2:22:08, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8661, loss_cls: 1.2807, loss: 1.2807, grad_norm: 7.6002 2020-08-16 20:21:05,934 - mmaction - INFO - Epoch [51][820/2505] lr: 3.750e-04, eta: 1 day, 2:21:52, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8667, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.5118 2020-08-16 20:21:20,955 - mmaction - INFO - Epoch [51][840/2505] lr: 3.750e-04, eta: 1 day, 2:21:37, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.2593, loss: 1.2593, grad_norm: 7.4699 2020-08-16 20:21:35,917 - mmaction - INFO - Epoch [51][860/2505] lr: 3.750e-04, eta: 1 day, 2:21:21, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8661, loss_cls: 1.3087, loss: 1.3087, grad_norm: 7.8605 2020-08-16 20:21:51,084 - mmaction - INFO - Epoch [51][880/2505] lr: 3.750e-04, eta: 1 day, 2:21:06, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8661, loss_cls: 1.2818, loss: 1.2818, grad_norm: 7.6843 2020-08-16 20:22:06,458 - mmaction - INFO - Epoch [51][900/2505] lr: 3.750e-04, eta: 1 day, 2:20:51, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8771, loss_cls: 1.2389, loss: 1.2389, grad_norm: 7.6566 2020-08-16 20:22:21,261 - mmaction - INFO - Epoch [51][920/2505] lr: 3.750e-04, eta: 1 day, 2:20:35, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8786, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.5624 2020-08-16 20:22:35,685 - mmaction - INFO - Epoch [51][940/2505] lr: 3.750e-04, eta: 1 day, 2:20:19, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8745, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.6317 2020-08-16 20:22:51,382 - mmaction - INFO - Epoch [51][960/2505] lr: 3.750e-04, eta: 1 day, 2:20:04, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8677, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.6286 2020-08-16 20:23:06,323 - mmaction - INFO - Epoch [51][980/2505] lr: 3.750e-04, eta: 1 day, 2:19:49, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8724, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.7222 2020-08-16 20:23:21,085 - mmaction - INFO - Epoch [51][1000/2505] lr: 3.750e-04, eta: 1 day, 2:19:33, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8885, loss_cls: 1.2093, loss: 1.2093, grad_norm: 7.6207 2020-08-16 20:23:36,428 - mmaction - INFO - Epoch [51][1020/2505] lr: 3.750e-04, eta: 1 day, 2:19:18, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8740, loss_cls: 1.2523, loss: 1.2523, grad_norm: 7.5280 2020-08-16 20:23:51,033 - mmaction - INFO - Epoch [51][1040/2505] lr: 3.750e-04, eta: 1 day, 2:19:02, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8807, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.6444 2020-08-16 20:24:06,107 - mmaction - INFO - Epoch [51][1060/2505] lr: 3.750e-04, eta: 1 day, 2:18:46, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8802, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.4231 2020-08-16 20:24:21,031 - mmaction - INFO - Epoch [51][1080/2505] lr: 3.750e-04, eta: 1 day, 2:18:31, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.2858, loss: 1.2858, grad_norm: 7.5633 2020-08-16 20:24:35,773 - mmaction - INFO - Epoch [51][1100/2505] lr: 3.750e-04, eta: 1 day, 2:18:15, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2395, loss: 1.2395, grad_norm: 7.7079 2020-08-16 20:24:51,146 - mmaction - INFO - Epoch [51][1120/2505] lr: 3.750e-04, eta: 1 day, 2:18:00, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.2827, loss: 1.2827, grad_norm: 7.8002 2020-08-16 20:25:06,329 - mmaction - INFO - Epoch [51][1140/2505] lr: 3.750e-04, eta: 1 day, 2:17:45, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8714, loss_cls: 1.2464, loss: 1.2464, grad_norm: 7.4971 2020-08-16 20:25:21,595 - mmaction - INFO - Epoch [51][1160/2505] lr: 3.750e-04, eta: 1 day, 2:17:29, time: 0.764, data_time: 0.003, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8615, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.9440 2020-08-16 20:25:36,662 - mmaction - INFO - Epoch [51][1180/2505] lr: 3.750e-04, eta: 1 day, 2:17:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8760, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.3693 2020-08-16 20:25:51,761 - mmaction - INFO - Epoch [51][1200/2505] lr: 3.750e-04, eta: 1 day, 2:16:59, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8724, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.7606 2020-08-16 20:26:06,222 - mmaction - INFO - Epoch [51][1220/2505] lr: 3.750e-04, eta: 1 day, 2:16:43, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8661, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.6064 2020-08-16 20:26:22,301 - mmaction - INFO - Epoch [51][1240/2505] lr: 3.750e-04, eta: 1 day, 2:16:28, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8833, loss_cls: 1.2014, loss: 1.2014, grad_norm: 7.6653 2020-08-16 20:26:38,240 - mmaction - INFO - Epoch [51][1260/2505] lr: 3.750e-04, eta: 1 day, 2:16:14, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.6786, top5_acc: 0.8656, loss_cls: 1.2969, loss: 1.2969, grad_norm: 7.8557 2020-08-16 20:26:52,303 - mmaction - INFO - Epoch [51][1280/2505] lr: 3.750e-04, eta: 1 day, 2:15:57, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8745, loss_cls: 1.3332, loss: 1.3332, grad_norm: 7.8320 2020-08-16 20:27:07,465 - mmaction - INFO - Epoch [51][1300/2505] lr: 3.750e-04, eta: 1 day, 2:15:42, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8781, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.4279 2020-08-16 20:27:23,528 - mmaction - INFO - Epoch [51][1320/2505] lr: 3.750e-04, eta: 1 day, 2:15:27, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8911, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.4903 2020-08-16 20:27:37,810 - mmaction - INFO - Epoch [51][1340/2505] lr: 3.750e-04, eta: 1 day, 2:15:11, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8609, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.6207 2020-08-16 20:27:53,429 - mmaction - INFO - Epoch [51][1360/2505] lr: 3.750e-04, eta: 1 day, 2:14:56, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8734, loss_cls: 1.2623, loss: 1.2623, grad_norm: 7.3793 2020-08-16 20:28:08,216 - mmaction - INFO - Epoch [51][1380/2505] lr: 3.750e-04, eta: 1 day, 2:14:41, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8729, loss_cls: 1.2203, loss: 1.2203, grad_norm: 7.5112 2020-08-16 20:28:24,207 - mmaction - INFO - Epoch [51][1400/2505] lr: 3.750e-04, eta: 1 day, 2:14:26, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8729, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.4645 2020-08-16 20:28:38,595 - mmaction - INFO - Epoch [51][1420/2505] lr: 3.750e-04, eta: 1 day, 2:14:10, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8667, loss_cls: 1.2954, loss: 1.2954, grad_norm: 7.7102 2020-08-16 20:28:53,767 - mmaction - INFO - Epoch [51][1440/2505] lr: 3.750e-04, eta: 1 day, 2:13:55, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8641, loss_cls: 1.2998, loss: 1.2998, grad_norm: 7.4999 2020-08-16 20:29:09,880 - mmaction - INFO - Epoch [51][1460/2505] lr: 3.750e-04, eta: 1 day, 2:13:40, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8708, loss_cls: 1.2495, loss: 1.2495, grad_norm: 7.5569 2020-08-16 20:29:24,221 - mmaction - INFO - Epoch [51][1480/2505] lr: 3.750e-04, eta: 1 day, 2:13:24, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8687, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.6461 2020-08-16 20:29:39,840 - mmaction - INFO - Epoch [51][1500/2505] lr: 3.750e-04, eta: 1 day, 2:13:09, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8641, loss_cls: 1.2983, loss: 1.2983, grad_norm: 7.6676 2020-08-16 20:29:54,528 - mmaction - INFO - Epoch [51][1520/2505] lr: 3.750e-04, eta: 1 day, 2:12:53, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8870, loss_cls: 1.2103, loss: 1.2103, grad_norm: 7.4147 2020-08-16 20:30:10,293 - mmaction - INFO - Epoch [51][1540/2505] lr: 3.750e-04, eta: 1 day, 2:12:38, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8687, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.6387 2020-08-16 20:30:25,299 - mmaction - INFO - Epoch [51][1560/2505] lr: 3.750e-04, eta: 1 day, 2:12:23, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8578, loss_cls: 1.3291, loss: 1.3291, grad_norm: 7.6451 2020-08-16 20:30:40,393 - mmaction - INFO - Epoch [51][1580/2505] lr: 3.750e-04, eta: 1 day, 2:12:08, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8714, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.5133 2020-08-16 20:30:55,853 - mmaction - INFO - Epoch [51][1600/2505] lr: 3.750e-04, eta: 1 day, 2:11:53, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.2824, loss: 1.2824, grad_norm: 7.5257 2020-08-16 20:31:11,661 - mmaction - INFO - Epoch [51][1620/2505] lr: 3.750e-04, eta: 1 day, 2:11:38, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8583, loss_cls: 1.3129, loss: 1.3129, grad_norm: 7.6978 2020-08-16 20:31:26,487 - mmaction - INFO - Epoch [51][1640/2505] lr: 3.750e-04, eta: 1 day, 2:11:22, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8693, loss_cls: 1.2830, loss: 1.2830, grad_norm: 7.4473 2020-08-16 20:31:41,758 - mmaction - INFO - Epoch [51][1660/2505] lr: 3.750e-04, eta: 1 day, 2:11:07, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8651, loss_cls: 1.2428, loss: 1.2428, grad_norm: 7.7434 2020-08-16 20:31:57,514 - mmaction - INFO - Epoch [51][1680/2505] lr: 3.750e-04, eta: 1 day, 2:10:52, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8729, loss_cls: 1.2515, loss: 1.2515, grad_norm: 7.6517 2020-08-16 20:32:12,639 - mmaction - INFO - Epoch [51][1700/2505] lr: 3.750e-04, eta: 1 day, 2:10:37, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8802, loss_cls: 1.2285, loss: 1.2285, grad_norm: 7.5975 2020-08-16 20:32:27,987 - mmaction - INFO - Epoch [51][1720/2505] lr: 3.750e-04, eta: 1 day, 2:10:22, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8703, loss_cls: 1.2729, loss: 1.2729, grad_norm: 7.7464 2020-08-16 20:32:42,708 - mmaction - INFO - Epoch [51][1740/2505] lr: 3.750e-04, eta: 1 day, 2:10:06, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8719, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.6952 2020-08-16 20:32:57,871 - mmaction - INFO - Epoch [51][1760/2505] lr: 3.750e-04, eta: 1 day, 2:09:50, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.7146 2020-08-16 20:33:13,719 - mmaction - INFO - Epoch [51][1780/2505] lr: 3.750e-04, eta: 1 day, 2:09:36, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1998, loss: 1.1998, grad_norm: 7.5075 2020-08-16 20:33:28,892 - mmaction - INFO - Epoch [51][1800/2505] lr: 3.750e-04, eta: 1 day, 2:09:20, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8786, loss_cls: 1.2449, loss: 1.2449, grad_norm: 7.7227 2020-08-16 20:33:45,327 - mmaction - INFO - Epoch [51][1820/2505] lr: 3.750e-04, eta: 1 day, 2:09:06, time: 0.821, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8708, loss_cls: 1.2708, loss: 1.2708, grad_norm: 7.5837 2020-08-16 20:34:00,103 - mmaction - INFO - Epoch [51][1840/2505] lr: 3.750e-04, eta: 1 day, 2:08:51, time: 0.740, data_time: 0.003, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2211, loss: 1.2211, grad_norm: 7.6439 2020-08-16 20:34:14,663 - mmaction - INFO - Epoch [51][1860/2505] lr: 3.750e-04, eta: 1 day, 2:08:35, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2962, loss: 1.2962, grad_norm: 7.7826 2020-08-16 20:34:30,152 - mmaction - INFO - Epoch [51][1880/2505] lr: 3.750e-04, eta: 1 day, 2:08:20, time: 0.779, data_time: 0.008, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8776, loss_cls: 1.2526, loss: 1.2526, grad_norm: 7.6346 2020-08-16 20:34:45,188 - mmaction - INFO - Epoch [51][1900/2505] lr: 3.750e-04, eta: 1 day, 2:08:04, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8714, loss_cls: 1.2792, loss: 1.2792, grad_norm: 7.6071 2020-08-16 20:35:01,847 - mmaction - INFO - Epoch [51][1920/2505] lr: 3.750e-04, eta: 1 day, 2:07:50, time: 0.832, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8797, loss_cls: 1.2269, loss: 1.2269, grad_norm: 7.6389 2020-08-16 20:35:15,942 - mmaction - INFO - Epoch [51][1940/2505] lr: 3.750e-04, eta: 1 day, 2:07:34, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8745, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.8146 2020-08-16 20:35:31,630 - mmaction - INFO - Epoch [51][1960/2505] lr: 3.750e-04, eta: 1 day, 2:07:19, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2729, loss: 1.2729, grad_norm: 7.8153 2020-08-16 20:35:46,558 - mmaction - INFO - Epoch [51][1980/2505] lr: 3.750e-04, eta: 1 day, 2:07:04, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8698, loss_cls: 1.2589, loss: 1.2589, grad_norm: 7.7295 2020-08-16 20:36:01,687 - mmaction - INFO - Epoch [51][2000/2505] lr: 3.750e-04, eta: 1 day, 2:06:48, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8635, loss_cls: 1.2665, loss: 1.2665, grad_norm: 7.4162 2020-08-16 20:36:17,898 - mmaction - INFO - Epoch [51][2020/2505] lr: 3.750e-04, eta: 1 day, 2:06:34, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8797, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.5488 2020-08-16 20:36:32,944 - mmaction - INFO - Epoch [51][2040/2505] lr: 3.750e-04, eta: 1 day, 2:06:18, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8620, loss_cls: 1.3033, loss: 1.3033, grad_norm: 7.6801 2020-08-16 20:36:47,756 - mmaction - INFO - Epoch [51][2060/2505] lr: 3.750e-04, eta: 1 day, 2:06:03, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8823, loss_cls: 1.3149, loss: 1.3149, grad_norm: 7.9210 2020-08-16 20:37:02,589 - mmaction - INFO - Epoch [51][2080/2505] lr: 3.750e-04, eta: 1 day, 2:05:47, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8734, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.5215 2020-08-16 20:37:18,049 - mmaction - INFO - Epoch [51][2100/2505] lr: 3.750e-04, eta: 1 day, 2:05:32, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8656, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.5024 2020-08-16 20:37:32,961 - mmaction - INFO - Epoch [51][2120/2505] lr: 3.750e-04, eta: 1 day, 2:05:16, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8714, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.5379 2020-08-16 20:37:48,679 - mmaction - INFO - Epoch [51][2140/2505] lr: 3.750e-04, eta: 1 day, 2:05:02, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2492, loss: 1.2492, grad_norm: 7.4761 2020-08-16 20:38:03,427 - mmaction - INFO - Epoch [51][2160/2505] lr: 3.750e-04, eta: 1 day, 2:04:46, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8802, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.4735 2020-08-16 20:38:18,307 - mmaction - INFO - Epoch [51][2180/2505] lr: 3.750e-04, eta: 1 day, 2:04:30, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8661, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.8532 2020-08-16 20:38:34,996 - mmaction - INFO - Epoch [51][2200/2505] lr: 3.750e-04, eta: 1 day, 2:04:16, time: 0.834, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8792, loss_cls: 1.2132, loss: 1.2132, grad_norm: 7.4569 2020-08-16 20:38:50,183 - mmaction - INFO - Epoch [51][2220/2505] lr: 3.750e-04, eta: 1 day, 2:04:01, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.3138, loss: 1.3138, grad_norm: 7.7174 2020-08-16 20:39:04,756 - mmaction - INFO - Epoch [51][2240/2505] lr: 3.750e-04, eta: 1 day, 2:03:45, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8833, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.4961 2020-08-16 20:39:20,067 - mmaction - INFO - Epoch [51][2260/2505] lr: 3.750e-04, eta: 1 day, 2:03:30, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8703, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.6612 2020-08-16 20:39:34,933 - mmaction - INFO - Epoch [51][2280/2505] lr: 3.750e-04, eta: 1 day, 2:03:14, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8729, loss_cls: 1.2760, loss: 1.2760, grad_norm: 7.7223 2020-08-16 20:39:50,583 - mmaction - INFO - Epoch [51][2300/2505] lr: 3.750e-04, eta: 1 day, 2:02:59, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8750, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.6052 2020-08-16 20:40:06,456 - mmaction - INFO - Epoch [51][2320/2505] lr: 3.750e-04, eta: 1 day, 2:02:45, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8562, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.0537 2020-08-16 20:40:20,864 - mmaction - INFO - Epoch [51][2340/2505] lr: 3.750e-04, eta: 1 day, 2:02:29, time: 0.721, data_time: 0.002, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.2831, loss: 1.2831, grad_norm: 7.7901 2020-08-16 20:40:35,843 - mmaction - INFO - Epoch [51][2360/2505] lr: 3.750e-04, eta: 1 day, 2:02:13, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6589, top5_acc: 0.8594, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.8418 2020-08-16 20:40:51,004 - mmaction - INFO - Epoch [51][2380/2505] lr: 3.750e-04, eta: 1 day, 2:01:58, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8833, loss_cls: 1.2605, loss: 1.2605, grad_norm: 7.6567 2020-08-16 20:41:06,099 - mmaction - INFO - Epoch [51][2400/2505] lr: 3.750e-04, eta: 1 day, 2:01:42, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8641, loss_cls: 1.2904, loss: 1.2904, grad_norm: 7.6915 2020-08-16 20:41:21,426 - mmaction - INFO - Epoch [51][2420/2505] lr: 3.750e-04, eta: 1 day, 2:01:27, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8807, loss_cls: 1.1893, loss: 1.1893, grad_norm: 7.3227 2020-08-16 20:41:36,327 - mmaction - INFO - Epoch [51][2440/2505] lr: 3.750e-04, eta: 1 day, 2:01:12, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8573, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.6460 2020-08-16 20:41:51,854 - mmaction - INFO - Epoch [51][2460/2505] lr: 3.750e-04, eta: 1 day, 2:00:57, time: 0.775, data_time: 0.002, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8781, loss_cls: 1.2438, loss: 1.2438, grad_norm: 7.9139 2020-08-16 20:42:07,170 - mmaction - INFO - Epoch [51][2480/2505] lr: 3.750e-04, eta: 1 day, 2:00:41, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8672, loss_cls: 1.2621, loss: 1.2621, grad_norm: 7.5375 2020-08-16 20:42:22,199 - mmaction - INFO - Epoch [51][2500/2505] lr: 3.750e-04, eta: 1 day, 2:00:26, time: 0.753, data_time: 0.018, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8672, loss_cls: 1.3072, loss: 1.3072, grad_norm: 7.8219 2020-08-16 20:42:25,963 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-08-16 20:42:46,858 - mmaction - INFO - Epoch [52][20/2505] lr: 3.750e-04, eta: 1 day, 2:00:08, time: 1.024, data_time: 0.404, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8812, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.6455 2020-08-16 20:43:00,601 - mmaction - INFO - Epoch [52][40/2505] lr: 3.750e-04, eta: 1 day, 1:59:52, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8776, loss_cls: 1.2250, loss: 1.2250, grad_norm: 7.5473 2020-08-16 20:43:15,708 - mmaction - INFO - Epoch [52][60/2505] lr: 3.750e-04, eta: 1 day, 1:59:36, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8740, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.5979 2020-08-16 20:43:31,949 - mmaction - INFO - Epoch [52][80/2505] lr: 3.750e-04, eta: 1 day, 1:59:22, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8693, loss_cls: 1.2883, loss: 1.2883, grad_norm: 7.6631 2020-08-16 20:43:46,197 - mmaction - INFO - Epoch [52][100/2505] lr: 3.750e-04, eta: 1 day, 1:59:06, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3304, loss: 1.3304, grad_norm: 7.5927 2020-08-16 20:44:00,988 - mmaction - INFO - Epoch [52][120/2505] lr: 3.750e-04, eta: 1 day, 1:58:50, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8875, loss_cls: 1.2041, loss: 1.2041, grad_norm: 7.5183 2020-08-16 20:44:16,256 - mmaction - INFO - Epoch [52][140/2505] lr: 3.750e-04, eta: 1 day, 1:58:35, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8646, loss_cls: 1.2736, loss: 1.2736, grad_norm: 7.3197 2020-08-16 20:44:31,391 - mmaction - INFO - Epoch [52][160/2505] lr: 3.750e-04, eta: 1 day, 1:58:19, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6755, top5_acc: 0.8708, loss_cls: 1.2925, loss: 1.2925, grad_norm: 7.6892 2020-08-16 20:44:46,631 - mmaction - INFO - Epoch [52][180/2505] lr: 3.750e-04, eta: 1 day, 1:58:04, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8786, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.5095 2020-08-16 20:45:01,771 - mmaction - INFO - Epoch [52][200/2505] lr: 3.750e-04, eta: 1 day, 1:57:49, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8812, loss_cls: 1.2168, loss: 1.2168, grad_norm: 7.7130 2020-08-16 20:45:16,908 - mmaction - INFO - Epoch [52][220/2505] lr: 3.750e-04, eta: 1 day, 1:57:33, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8693, loss_cls: 1.2578, loss: 1.2578, grad_norm: 7.5745 2020-08-16 20:45:32,608 - mmaction - INFO - Epoch [52][240/2505] lr: 3.750e-04, eta: 1 day, 1:57:18, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3030, loss: 1.3030, grad_norm: 7.5402 2020-08-16 20:45:47,604 - mmaction - INFO - Epoch [52][260/2505] lr: 3.750e-04, eta: 1 day, 1:57:03, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8766, loss_cls: 1.2351, loss: 1.2351, grad_norm: 7.5776 2020-08-16 20:46:03,114 - mmaction - INFO - Epoch [52][280/2505] lr: 3.750e-04, eta: 1 day, 1:56:48, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8776, loss_cls: 1.2563, loss: 1.2563, grad_norm: 7.5742 2020-08-16 20:46:18,064 - mmaction - INFO - Epoch [52][300/2505] lr: 3.750e-04, eta: 1 day, 1:56:32, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8583, loss_cls: 1.3179, loss: 1.3179, grad_norm: 7.8377 2020-08-16 20:46:33,791 - mmaction - INFO - Epoch [52][320/2505] lr: 3.750e-04, eta: 1 day, 1:56:18, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8609, loss_cls: 1.2849, loss: 1.2849, grad_norm: 7.5816 2020-08-16 20:46:48,706 - mmaction - INFO - Epoch [52][340/2505] lr: 3.750e-04, eta: 1 day, 1:56:02, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8745, loss_cls: 1.2368, loss: 1.2368, grad_norm: 7.5070 2020-08-16 20:47:03,742 - mmaction - INFO - Epoch [52][360/2505] lr: 3.750e-04, eta: 1 day, 1:55:47, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8719, loss_cls: 1.2985, loss: 1.2985, grad_norm: 7.7476 2020-08-16 20:47:19,470 - mmaction - INFO - Epoch [52][380/2505] lr: 3.750e-04, eta: 1 day, 1:55:32, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8870, loss_cls: 1.2330, loss: 1.2330, grad_norm: 7.8092 2020-08-16 20:47:34,768 - mmaction - INFO - Epoch [52][400/2505] lr: 3.750e-04, eta: 1 day, 1:55:17, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8839, loss_cls: 1.2186, loss: 1.2186, grad_norm: 7.4776 2020-08-16 20:47:49,669 - mmaction - INFO - Epoch [52][420/2505] lr: 3.750e-04, eta: 1 day, 1:55:01, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8813, loss_cls: 1.2256, loss: 1.2256, grad_norm: 7.5385 2020-08-16 20:48:05,732 - mmaction - INFO - Epoch [52][440/2505] lr: 3.750e-04, eta: 1 day, 1:54:46, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8781, loss_cls: 1.1977, loss: 1.1977, grad_norm: 7.2610 2020-08-16 20:48:20,288 - mmaction - INFO - Epoch [52][460/2505] lr: 3.750e-04, eta: 1 day, 1:54:31, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2702, loss: 1.2702, grad_norm: 7.6692 2020-08-16 20:48:37,108 - mmaction - INFO - Epoch [52][480/2505] lr: 3.750e-04, eta: 1 day, 1:54:17, time: 0.842, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8755, loss_cls: 1.2534, loss: 1.2534, grad_norm: 7.6868 2020-08-16 20:48:51,455 - mmaction - INFO - Epoch [52][500/2505] lr: 3.750e-04, eta: 1 day, 1:54:01, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8776, loss_cls: 1.2555, loss: 1.2555, grad_norm: 7.5499 2020-08-16 20:49:06,907 - mmaction - INFO - Epoch [52][520/2505] lr: 3.750e-04, eta: 1 day, 1:53:46, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2467, loss: 1.2467, grad_norm: 7.8504 2020-08-16 20:49:22,998 - mmaction - INFO - Epoch [52][540/2505] lr: 3.750e-04, eta: 1 day, 1:53:31, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8885, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.6589 2020-08-16 20:49:37,878 - mmaction - INFO - Epoch [52][560/2505] lr: 3.750e-04, eta: 1 day, 1:53:16, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3407, loss: 1.3407, grad_norm: 7.8673 2020-08-16 20:49:53,338 - mmaction - INFO - Epoch [52][580/2505] lr: 3.750e-04, eta: 1 day, 1:53:00, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8823, loss_cls: 1.2299, loss: 1.2299, grad_norm: 7.4786 2020-08-16 20:50:08,311 - mmaction - INFO - Epoch [52][600/2505] lr: 3.750e-04, eta: 1 day, 1:52:45, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8755, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.5491 2020-08-16 20:50:23,422 - mmaction - INFO - Epoch [52][620/2505] lr: 3.750e-04, eta: 1 day, 1:52:30, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8807, loss_cls: 1.2342, loss: 1.2342, grad_norm: 7.6963 2020-08-16 20:50:39,808 - mmaction - INFO - Epoch [52][640/2505] lr: 3.750e-04, eta: 1 day, 1:52:15, time: 0.821, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8802, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.6915 2020-08-16 20:50:55,007 - mmaction - INFO - Epoch [52][660/2505] lr: 3.750e-04, eta: 1 day, 1:52:00, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8672, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.8727 2020-08-16 20:51:09,517 - mmaction - INFO - Epoch [52][680/2505] lr: 3.750e-04, eta: 1 day, 1:51:44, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8677, loss_cls: 1.3039, loss: 1.3039, grad_norm: 7.7789 2020-08-16 20:51:25,609 - mmaction - INFO - Epoch [52][700/2505] lr: 3.750e-04, eta: 1 day, 1:51:30, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8839, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.3885 2020-08-16 20:51:40,741 - mmaction - INFO - Epoch [52][720/2505] lr: 3.750e-04, eta: 1 day, 1:51:14, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2269, loss: 1.2269, grad_norm: 7.4224 2020-08-16 20:51:56,245 - mmaction - INFO - Epoch [52][740/2505] lr: 3.750e-04, eta: 1 day, 1:50:59, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8703, loss_cls: 1.2541, loss: 1.2541, grad_norm: 7.5652 2020-08-16 20:52:11,115 - mmaction - INFO - Epoch [52][760/2505] lr: 3.750e-04, eta: 1 day, 1:50:44, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8729, loss_cls: 1.2731, loss: 1.2731, grad_norm: 7.8003 2020-08-16 20:52:26,800 - mmaction - INFO - Epoch [52][780/2505] lr: 3.750e-04, eta: 1 day, 1:50:29, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8792, loss_cls: 1.2383, loss: 1.2383, grad_norm: 7.7445 2020-08-16 20:52:42,199 - mmaction - INFO - Epoch [52][800/2505] lr: 3.750e-04, eta: 1 day, 1:50:14, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3300, loss: 1.3300, grad_norm: 8.1306 2020-08-16 20:52:57,927 - mmaction - INFO - Epoch [52][820/2505] lr: 3.750e-04, eta: 1 day, 1:49:59, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1686, loss: 1.1686, grad_norm: 7.4516 2020-08-16 20:53:12,510 - mmaction - INFO - Epoch [52][840/2505] lr: 3.750e-04, eta: 1 day, 1:49:43, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8828, loss_cls: 1.1722, loss: 1.1722, grad_norm: 7.4759 2020-08-16 20:53:28,341 - mmaction - INFO - Epoch [52][860/2505] lr: 3.750e-04, eta: 1 day, 1:49:28, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8682, loss_cls: 1.2873, loss: 1.2873, grad_norm: 7.6984 2020-08-16 20:53:43,591 - mmaction - INFO - Epoch [52][880/2505] lr: 3.750e-04, eta: 1 day, 1:49:13, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8870, loss_cls: 1.2170, loss: 1.2170, grad_norm: 7.5644 2020-08-16 20:53:58,782 - mmaction - INFO - Epoch [52][900/2505] lr: 3.750e-04, eta: 1 day, 1:48:58, time: 0.760, data_time: 0.003, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8661, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.7526 2020-08-16 20:54:14,527 - mmaction - INFO - Epoch [52][920/2505] lr: 3.750e-04, eta: 1 day, 1:48:43, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8740, loss_cls: 1.2881, loss: 1.2881, grad_norm: 7.8878 2020-08-16 20:54:29,138 - mmaction - INFO - Epoch [52][940/2505] lr: 3.750e-04, eta: 1 day, 1:48:27, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8927, loss_cls: 1.1911, loss: 1.1911, grad_norm: 7.5773 2020-08-16 20:54:44,193 - mmaction - INFO - Epoch [52][960/2505] lr: 3.750e-04, eta: 1 day, 1:48:12, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8844, loss_cls: 1.1743, loss: 1.1743, grad_norm: 7.3689 2020-08-16 20:54:59,555 - mmaction - INFO - Epoch [52][980/2505] lr: 3.750e-04, eta: 1 day, 1:47:56, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8635, loss_cls: 1.2859, loss: 1.2859, grad_norm: 7.8169 2020-08-16 20:55:14,836 - mmaction - INFO - Epoch [52][1000/2505] lr: 3.750e-04, eta: 1 day, 1:47:41, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8651, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.7446 2020-08-16 20:55:30,510 - mmaction - INFO - Epoch [52][1020/2505] lr: 3.750e-04, eta: 1 day, 1:47:26, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8807, loss_cls: 1.2145, loss: 1.2145, grad_norm: 7.7383 2020-08-16 20:55:45,545 - mmaction - INFO - Epoch [52][1040/2505] lr: 3.750e-04, eta: 1 day, 1:47:11, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8620, loss_cls: 1.3040, loss: 1.3040, grad_norm: 7.8405 2020-08-16 20:56:00,288 - mmaction - INFO - Epoch [52][1060/2505] lr: 3.750e-04, eta: 1 day, 1:46:55, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.5454 2020-08-16 20:56:15,334 - mmaction - INFO - Epoch [52][1080/2505] lr: 3.750e-04, eta: 1 day, 1:46:40, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6677, top5_acc: 0.8724, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.8001 2020-08-16 20:56:31,966 - mmaction - INFO - Epoch [52][1100/2505] lr: 3.750e-04, eta: 1 day, 1:46:26, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.2009, loss: 1.2009, grad_norm: 7.4438 2020-08-16 20:56:46,826 - mmaction - INFO - Epoch [52][1120/2505] lr: 3.750e-04, eta: 1 day, 1:46:10, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8771, loss_cls: 1.2800, loss: 1.2800, grad_norm: 7.7246 2020-08-16 20:57:03,566 - mmaction - INFO - Epoch [52][1140/2505] lr: 3.750e-04, eta: 1 day, 1:45:56, time: 0.839, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8807, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.5070 2020-08-16 20:57:18,734 - mmaction - INFO - Epoch [52][1160/2505] lr: 3.750e-04, eta: 1 day, 1:45:41, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8839, loss_cls: 1.2344, loss: 1.2344, grad_norm: 7.7132 2020-08-16 20:57:33,966 - mmaction - INFO - Epoch [52][1180/2505] lr: 3.750e-04, eta: 1 day, 1:45:26, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8865, loss_cls: 1.1943, loss: 1.1943, grad_norm: 7.4892 2020-08-16 20:57:49,445 - mmaction - INFO - Epoch [52][1200/2505] lr: 3.750e-04, eta: 1 day, 1:45:11, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8839, loss_cls: 1.1895, loss: 1.1895, grad_norm: 7.4898 2020-08-16 20:58:04,259 - mmaction - INFO - Epoch [52][1220/2505] lr: 3.750e-04, eta: 1 day, 1:44:55, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8682, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.7119 2020-08-16 20:58:19,579 - mmaction - INFO - Epoch [52][1240/2505] lr: 3.750e-04, eta: 1 day, 1:44:40, time: 0.766, data_time: 0.001, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8771, loss_cls: 1.2696, loss: 1.2696, grad_norm: 7.6179 2020-08-16 20:58:34,718 - mmaction - INFO - Epoch [52][1260/2505] lr: 3.750e-04, eta: 1 day, 1:44:24, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8589, loss_cls: 1.2984, loss: 1.2984, grad_norm: 7.7727 2020-08-16 20:58:50,428 - mmaction - INFO - Epoch [52][1280/2505] lr: 3.750e-04, eta: 1 day, 1:44:10, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8745, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.6262 2020-08-16 20:59:05,699 - mmaction - INFO - Epoch [52][1300/2505] lr: 3.750e-04, eta: 1 day, 1:43:54, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8812, loss_cls: 1.2144, loss: 1.2144, grad_norm: 7.7929 2020-08-16 20:59:21,418 - mmaction - INFO - Epoch [52][1320/2505] lr: 3.750e-04, eta: 1 day, 1:43:39, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.4971 2020-08-16 20:59:36,316 - mmaction - INFO - Epoch [52][1340/2505] lr: 3.750e-04, eta: 1 day, 1:43:24, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8677, loss_cls: 1.2732, loss: 1.2732, grad_norm: 7.5570 2020-08-16 20:59:51,875 - mmaction - INFO - Epoch [52][1360/2505] lr: 3.750e-04, eta: 1 day, 1:43:09, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8677, loss_cls: 1.2771, loss: 1.2771, grad_norm: 7.8147 2020-08-16 21:00:09,195 - mmaction - INFO - Epoch [52][1380/2505] lr: 3.750e-04, eta: 1 day, 1:42:55, time: 0.855, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.5842 2020-08-16 21:00:24,335 - mmaction - INFO - Epoch [52][1400/2505] lr: 3.750e-04, eta: 1 day, 1:42:40, time: 0.766, data_time: 0.020, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8724, loss_cls: 1.2803, loss: 1.2803, grad_norm: 7.6775 2020-08-16 21:00:38,805 - mmaction - INFO - Epoch [52][1420/2505] lr: 3.750e-04, eta: 1 day, 1:42:24, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8792, loss_cls: 1.2525, loss: 1.2525, grad_norm: 7.6764 2020-08-16 21:00:55,014 - mmaction - INFO - Epoch [52][1440/2505] lr: 3.750e-04, eta: 1 day, 1:42:10, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8729, loss_cls: 1.2379, loss: 1.2379, grad_norm: 7.5302 2020-08-16 21:01:09,763 - mmaction - INFO - Epoch [52][1460/2505] lr: 3.750e-04, eta: 1 day, 1:41:54, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8750, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.5442 2020-08-16 21:01:24,909 - mmaction - INFO - Epoch [52][1480/2505] lr: 3.750e-04, eta: 1 day, 1:41:39, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3017, loss: 1.3017, grad_norm: 7.7556 2020-08-16 21:01:41,664 - mmaction - INFO - Epoch [52][1500/2505] lr: 3.750e-04, eta: 1 day, 1:41:25, time: 0.839, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2725, loss: 1.2725, grad_norm: 7.7627 2020-08-16 21:01:56,325 - mmaction - INFO - Epoch [52][1520/2505] lr: 3.750e-04, eta: 1 day, 1:41:09, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.8147 2020-08-16 21:02:11,663 - mmaction - INFO - Epoch [52][1540/2505] lr: 3.750e-04, eta: 1 day, 1:40:54, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8563, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.0575 2020-08-16 21:02:27,475 - mmaction - INFO - Epoch [52][1560/2505] lr: 3.750e-04, eta: 1 day, 1:40:39, time: 0.790, data_time: 0.003, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8620, loss_cls: 1.3244, loss: 1.3244, grad_norm: 7.7549 2020-08-16 21:02:43,267 - mmaction - INFO - Epoch [52][1580/2505] lr: 3.750e-04, eta: 1 day, 1:40:24, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8786, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.8927 2020-08-16 21:02:58,612 - mmaction - INFO - Epoch [52][1600/2505] lr: 3.750e-04, eta: 1 day, 1:40:09, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8880, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.4968 2020-08-16 21:03:13,399 - mmaction - INFO - Epoch [52][1620/2505] lr: 3.750e-04, eta: 1 day, 1:39:54, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8589, loss_cls: 1.2842, loss: 1.2842, grad_norm: 7.6816 2020-08-16 21:03:28,423 - mmaction - INFO - Epoch [52][1640/2505] lr: 3.750e-04, eta: 1 day, 1:39:38, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8771, loss_cls: 1.2417, loss: 1.2417, grad_norm: 7.5999 2020-08-16 21:03:43,667 - mmaction - INFO - Epoch [52][1660/2505] lr: 3.750e-04, eta: 1 day, 1:39:23, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.2171, loss: 1.2171, grad_norm: 7.6077 2020-08-16 21:03:59,715 - mmaction - INFO - Epoch [52][1680/2505] lr: 3.750e-04, eta: 1 day, 1:39:08, time: 0.803, data_time: 0.003, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8906, loss_cls: 1.1572, loss: 1.1572, grad_norm: 7.6334 2020-08-16 21:04:15,140 - mmaction - INFO - Epoch [52][1700/2505] lr: 3.750e-04, eta: 1 day, 1:38:53, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8760, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.6142 2020-08-16 21:04:31,999 - mmaction - INFO - Epoch [52][1720/2505] lr: 3.750e-04, eta: 1 day, 1:38:39, time: 0.845, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8745, loss_cls: 1.2532, loss: 1.2532, grad_norm: 7.8962 2020-08-16 21:04:46,029 - mmaction - INFO - Epoch [52][1740/2505] lr: 3.750e-04, eta: 1 day, 1:38:23, time: 0.699, data_time: 0.004, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8750, loss_cls: 1.2712, loss: 1.2712, grad_norm: 7.8116 2020-08-16 21:05:01,915 - mmaction - INFO - Epoch [52][1760/2505] lr: 3.750e-04, eta: 1 day, 1:38:08, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8667, loss_cls: 1.2903, loss: 1.2903, grad_norm: 7.8909 2020-08-16 21:05:18,077 - mmaction - INFO - Epoch [52][1780/2505] lr: 3.750e-04, eta: 1 day, 1:37:54, time: 0.807, data_time: 0.002, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8802, loss_cls: 1.2487, loss: 1.2487, grad_norm: 7.8741 2020-08-16 21:05:33,161 - mmaction - INFO - Epoch [52][1800/2505] lr: 3.750e-04, eta: 1 day, 1:37:39, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8760, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.5201 2020-08-16 21:05:48,062 - mmaction - INFO - Epoch [52][1820/2505] lr: 3.750e-04, eta: 1 day, 1:37:23, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8734, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.6524 2020-08-16 21:06:04,209 - mmaction - INFO - Epoch [52][1840/2505] lr: 3.750e-04, eta: 1 day, 1:37:09, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2351, loss: 1.2351, grad_norm: 7.6590 2020-08-16 21:06:19,479 - mmaction - INFO - Epoch [52][1860/2505] lr: 3.750e-04, eta: 1 day, 1:36:53, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8802, loss_cls: 1.2413, loss: 1.2413, grad_norm: 7.5963 2020-08-16 21:06:35,103 - mmaction - INFO - Epoch [52][1880/2505] lr: 3.750e-04, eta: 1 day, 1:36:38, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8807, loss_cls: 1.2103, loss: 1.2103, grad_norm: 7.6129 2020-08-16 21:06:50,469 - mmaction - INFO - Epoch [52][1900/2505] lr: 3.750e-04, eta: 1 day, 1:36:23, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1630, loss: 1.1630, grad_norm: 7.6710 2020-08-16 21:07:05,722 - mmaction - INFO - Epoch [52][1920/2505] lr: 3.750e-04, eta: 1 day, 1:36:08, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8687, loss_cls: 1.2771, loss: 1.2771, grad_norm: 7.8926 2020-08-16 21:07:22,894 - mmaction - INFO - Epoch [52][1940/2505] lr: 3.750e-04, eta: 1 day, 1:35:55, time: 0.860, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8812, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.7632 2020-08-16 21:07:37,994 - mmaction - INFO - Epoch [52][1960/2505] lr: 3.750e-04, eta: 1 day, 1:35:39, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8708, loss_cls: 1.2414, loss: 1.2414, grad_norm: 7.4749 2020-08-16 21:07:53,242 - mmaction - INFO - Epoch [52][1980/2505] lr: 3.750e-04, eta: 1 day, 1:35:24, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8646, loss_cls: 1.3122, loss: 1.3122, grad_norm: 7.9352 2020-08-16 21:08:09,581 - mmaction - INFO - Epoch [52][2000/2505] lr: 3.750e-04, eta: 1 day, 1:35:10, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.6775 2020-08-16 21:08:24,501 - mmaction - INFO - Epoch [52][2020/2505] lr: 3.750e-04, eta: 1 day, 1:34:54, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8708, loss_cls: 1.2729, loss: 1.2729, grad_norm: 7.7870 2020-08-16 21:08:39,328 - mmaction - INFO - Epoch [52][2040/2505] lr: 3.750e-04, eta: 1 day, 1:34:38, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8698, loss_cls: 1.2507, loss: 1.2507, grad_norm: 7.5476 2020-08-16 21:08:54,645 - mmaction - INFO - Epoch [52][2060/2505] lr: 3.750e-04, eta: 1 day, 1:34:23, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8708, loss_cls: 1.2537, loss: 1.2537, grad_norm: 7.6128 2020-08-16 21:09:10,232 - mmaction - INFO - Epoch [52][2080/2505] lr: 3.750e-04, eta: 1 day, 1:34:08, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8771, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.7860 2020-08-16 21:09:25,930 - mmaction - INFO - Epoch [52][2100/2505] lr: 3.750e-04, eta: 1 day, 1:33:53, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8714, loss_cls: 1.2464, loss: 1.2464, grad_norm: 7.5370 2020-08-16 21:09:40,544 - mmaction - INFO - Epoch [52][2120/2505] lr: 3.750e-04, eta: 1 day, 1:33:38, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8859, loss_cls: 1.1748, loss: 1.1748, grad_norm: 7.5596 2020-08-16 21:09:56,876 - mmaction - INFO - Epoch [52][2140/2505] lr: 3.750e-04, eta: 1 day, 1:33:23, time: 0.817, data_time: 0.002, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8708, loss_cls: 1.2589, loss: 1.2589, grad_norm: 7.4439 2020-08-16 21:10:11,244 - mmaction - INFO - Epoch [52][2160/2505] lr: 3.750e-04, eta: 1 day, 1:33:07, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8760, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.4921 2020-08-16 21:10:26,189 - mmaction - INFO - Epoch [52][2180/2505] lr: 3.750e-04, eta: 1 day, 1:32:52, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8776, loss_cls: 1.1989, loss: 1.1989, grad_norm: 7.4906 2020-08-16 21:10:41,393 - mmaction - INFO - Epoch [52][2200/2505] lr: 3.750e-04, eta: 1 day, 1:32:36, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2999, loss: 1.2999, grad_norm: 7.8238 2020-08-16 21:10:56,436 - mmaction - INFO - Epoch [52][2220/2505] lr: 3.750e-04, eta: 1 day, 1:32:21, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8839, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.6059 2020-08-16 21:11:13,146 - mmaction - INFO - Epoch [52][2240/2505] lr: 3.750e-04, eta: 1 day, 1:32:07, time: 0.837, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8708, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.6290 2020-08-16 21:11:27,313 - mmaction - INFO - Epoch [52][2260/2505] lr: 3.750e-04, eta: 1 day, 1:31:51, time: 0.710, data_time: 0.004, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8745, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.6959 2020-08-16 21:11:42,342 - mmaction - INFO - Epoch [52][2280/2505] lr: 3.750e-04, eta: 1 day, 1:31:35, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8750, loss_cls: 1.2499, loss: 1.2499, grad_norm: 7.7508 2020-08-16 21:11:57,629 - mmaction - INFO - Epoch [52][2300/2505] lr: 3.750e-04, eta: 1 day, 1:31:20, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8698, loss_cls: 1.2716, loss: 1.2716, grad_norm: 7.6904 2020-08-16 21:12:13,078 - mmaction - INFO - Epoch [52][2320/2505] lr: 3.750e-04, eta: 1 day, 1:31:05, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8599, loss_cls: 1.3261, loss: 1.3261, grad_norm: 7.9489 2020-08-16 21:12:29,118 - mmaction - INFO - Epoch [52][2340/2505] lr: 3.750e-04, eta: 1 day, 1:30:50, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8802, loss_cls: 1.2139, loss: 1.2139, grad_norm: 7.4051 2020-08-16 21:12:43,525 - mmaction - INFO - Epoch [52][2360/2505] lr: 3.750e-04, eta: 1 day, 1:30:34, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8698, loss_cls: 1.3058, loss: 1.3058, grad_norm: 7.9197 2020-08-16 21:12:59,145 - mmaction - INFO - Epoch [52][2380/2505] lr: 3.750e-04, eta: 1 day, 1:30:19, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8719, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.6696 2020-08-16 21:13:14,631 - mmaction - INFO - Epoch [52][2400/2505] lr: 3.750e-04, eta: 1 day, 1:30:04, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8667, loss_cls: 1.2654, loss: 1.2654, grad_norm: 7.7294 2020-08-16 21:13:28,965 - mmaction - INFO - Epoch [52][2420/2505] lr: 3.750e-04, eta: 1 day, 1:29:48, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2489, loss: 1.2489, grad_norm: 7.6530 2020-08-16 21:13:44,008 - mmaction - INFO - Epoch [52][2440/2505] lr: 3.750e-04, eta: 1 day, 1:29:33, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8755, loss_cls: 1.2295, loss: 1.2295, grad_norm: 7.5309 2020-08-16 21:13:58,995 - mmaction - INFO - Epoch [52][2460/2505] lr: 3.750e-04, eta: 1 day, 1:29:17, time: 0.749, data_time: 0.002, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.6460 2020-08-16 21:14:14,305 - mmaction - INFO - Epoch [52][2480/2505] lr: 3.750e-04, eta: 1 day, 1:29:02, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8672, loss_cls: 1.2881, loss: 1.2881, grad_norm: 7.8988 2020-08-16 21:14:29,833 - mmaction - INFO - Epoch [52][2500/2505] lr: 3.750e-04, eta: 1 day, 1:28:47, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8729, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.6272 2020-08-16 21:14:33,528 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-16 21:14:57,865 - mmaction - INFO - Epoch [53][20/2505] lr: 3.750e-04, eta: 1 day, 1:28:32, time: 1.166, data_time: 0.534, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2389, loss: 1.2389, grad_norm: 7.6612 2020-08-16 21:15:10,835 - mmaction - INFO - Epoch [53][40/2505] lr: 3.750e-04, eta: 1 day, 1:28:15, time: 0.650, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8635, loss_cls: 1.2510, loss: 1.2510, grad_norm: 7.4266 2020-08-16 21:15:25,205 - mmaction - INFO - Epoch [53][60/2505] lr: 3.750e-04, eta: 1 day, 1:27:58, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8698, loss_cls: 1.2785, loss: 1.2785, grad_norm: 7.8107 2020-08-16 21:15:39,754 - mmaction - INFO - Epoch [53][80/2505] lr: 3.750e-04, eta: 1 day, 1:27:43, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8802, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.4847 2020-08-16 21:15:55,329 - mmaction - INFO - Epoch [53][100/2505] lr: 3.750e-04, eta: 1 day, 1:27:28, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8677, loss_cls: 1.2771, loss: 1.2771, grad_norm: 7.7765 2020-08-16 21:16:09,543 - mmaction - INFO - Epoch [53][120/2505] lr: 3.750e-04, eta: 1 day, 1:27:11, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8703, loss_cls: 1.2533, loss: 1.2533, grad_norm: 7.6711 2020-08-16 21:16:24,346 - mmaction - INFO - Epoch [53][140/2505] lr: 3.750e-04, eta: 1 day, 1:26:56, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8589, loss_cls: 1.2486, loss: 1.2486, grad_norm: 7.3774 2020-08-16 21:16:39,546 - mmaction - INFO - Epoch [53][160/2505] lr: 3.750e-04, eta: 1 day, 1:26:40, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.8884 2020-08-16 21:16:54,223 - mmaction - INFO - Epoch [53][180/2505] lr: 3.750e-04, eta: 1 day, 1:26:25, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8792, loss_cls: 1.2367, loss: 1.2367, grad_norm: 7.6792 2020-08-16 21:17:10,084 - mmaction - INFO - Epoch [53][200/2505] lr: 3.750e-04, eta: 1 day, 1:26:10, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8776, loss_cls: 1.2079, loss: 1.2079, grad_norm: 7.4710 2020-08-16 21:17:25,163 - mmaction - INFO - Epoch [53][220/2505] lr: 3.750e-04, eta: 1 day, 1:25:54, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8719, loss_cls: 1.3192, loss: 1.3192, grad_norm: 8.0309 2020-08-16 21:17:40,319 - mmaction - INFO - Epoch [53][240/2505] lr: 3.750e-04, eta: 1 day, 1:25:39, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8823, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.4415 2020-08-16 21:17:55,737 - mmaction - INFO - Epoch [53][260/2505] lr: 3.750e-04, eta: 1 day, 1:25:24, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8865, loss_cls: 1.1559, loss: 1.1559, grad_norm: 7.2636 2020-08-16 21:18:10,736 - mmaction - INFO - Epoch [53][280/2505] lr: 3.750e-04, eta: 1 day, 1:25:09, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8776, loss_cls: 1.2385, loss: 1.2385, grad_norm: 7.7815 2020-08-16 21:18:25,691 - mmaction - INFO - Epoch [53][300/2505] lr: 3.750e-04, eta: 1 day, 1:24:53, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8781, loss_cls: 1.2095, loss: 1.2095, grad_norm: 7.5258 2020-08-16 21:18:41,931 - mmaction - INFO - Epoch [53][320/2505] lr: 3.750e-04, eta: 1 day, 1:24:39, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2522, loss: 1.2522, grad_norm: 7.5924 2020-08-16 21:18:55,973 - mmaction - INFO - Epoch [53][340/2505] lr: 3.750e-04, eta: 1 day, 1:24:22, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8849, loss_cls: 1.1695, loss: 1.1695, grad_norm: 7.1838 2020-08-16 21:19:11,240 - mmaction - INFO - Epoch [53][360/2505] lr: 3.750e-04, eta: 1 day, 1:24:07, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8724, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.6287 2020-08-16 21:19:26,424 - mmaction - INFO - Epoch [53][380/2505] lr: 3.750e-04, eta: 1 day, 1:23:52, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8734, loss_cls: 1.2847, loss: 1.2847, grad_norm: 7.7255 2020-08-16 21:19:40,729 - mmaction - INFO - Epoch [53][400/2505] lr: 3.750e-04, eta: 1 day, 1:23:36, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8771, loss_cls: 1.2189, loss: 1.2189, grad_norm: 7.6736 2020-08-16 21:19:56,407 - mmaction - INFO - Epoch [53][420/2505] lr: 3.750e-04, eta: 1 day, 1:23:21, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8786, loss_cls: 1.2088, loss: 1.2088, grad_norm: 7.6262 2020-08-16 21:20:11,010 - mmaction - INFO - Epoch [53][440/2505] lr: 3.750e-04, eta: 1 day, 1:23:05, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8651, loss_cls: 1.2589, loss: 1.2589, grad_norm: 7.5108 2020-08-16 21:20:25,820 - mmaction - INFO - Epoch [53][460/2505] lr: 3.750e-04, eta: 1 day, 1:22:49, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8771, loss_cls: 1.2094, loss: 1.2094, grad_norm: 7.5543 2020-08-16 21:20:41,362 - mmaction - INFO - Epoch [53][480/2505] lr: 3.750e-04, eta: 1 day, 1:22:34, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8792, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.7476 2020-08-16 21:20:56,485 - mmaction - INFO - Epoch [53][500/2505] lr: 3.750e-04, eta: 1 day, 1:22:19, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8755, loss_cls: 1.2218, loss: 1.2218, grad_norm: 7.5145 2020-08-16 21:21:11,150 - mmaction - INFO - Epoch [53][520/2505] lr: 3.750e-04, eta: 1 day, 1:22:03, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8708, loss_cls: 1.2662, loss: 1.2662, grad_norm: 7.6494 2020-08-16 21:21:27,078 - mmaction - INFO - Epoch [53][540/2505] lr: 3.750e-04, eta: 1 day, 1:21:48, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8818, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.6666 2020-08-16 21:21:41,300 - mmaction - INFO - Epoch [53][560/2505] lr: 3.750e-04, eta: 1 day, 1:21:32, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8823, loss_cls: 1.2170, loss: 1.2170, grad_norm: 7.5416 2020-08-16 21:21:56,753 - mmaction - INFO - Epoch [53][580/2505] lr: 3.750e-04, eta: 1 day, 1:21:17, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.2263, loss: 1.2263, grad_norm: 7.7290 2020-08-16 21:22:11,225 - mmaction - INFO - Epoch [53][600/2505] lr: 3.750e-04, eta: 1 day, 1:21:01, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8865, loss_cls: 1.1700, loss: 1.1700, grad_norm: 7.4475 2020-08-16 21:22:27,229 - mmaction - INFO - Epoch [53][620/2505] lr: 3.750e-04, eta: 1 day, 1:20:47, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8620, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.0041 2020-08-16 21:22:41,475 - mmaction - INFO - Epoch [53][640/2505] lr: 3.750e-04, eta: 1 day, 1:20:30, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8766, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.5826 2020-08-16 21:22:56,079 - mmaction - INFO - Epoch [53][660/2505] lr: 3.750e-04, eta: 1 day, 1:20:15, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8818, loss_cls: 1.2204, loss: 1.2204, grad_norm: 7.6264 2020-08-16 21:23:11,491 - mmaction - INFO - Epoch [53][680/2505] lr: 3.750e-04, eta: 1 day, 1:19:59, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8677, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.6141 2020-08-16 21:23:26,664 - mmaction - INFO - Epoch [53][700/2505] lr: 3.750e-04, eta: 1 day, 1:19:44, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8766, loss_cls: 1.2179, loss: 1.2179, grad_norm: 7.3949 2020-08-16 21:23:42,280 - mmaction - INFO - Epoch [53][720/2505] lr: 3.750e-04, eta: 1 day, 1:19:29, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2410, loss: 1.2410, grad_norm: 7.4609 2020-08-16 21:23:57,204 - mmaction - INFO - Epoch [53][740/2505] lr: 3.750e-04, eta: 1 day, 1:19:14, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8688, loss_cls: 1.2327, loss: 1.2327, grad_norm: 7.3363 2020-08-16 21:24:11,698 - mmaction - INFO - Epoch [53][760/2505] lr: 3.750e-04, eta: 1 day, 1:18:58, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8703, loss_cls: 1.2581, loss: 1.2581, grad_norm: 7.8216 2020-08-16 21:24:26,665 - mmaction - INFO - Epoch [53][780/2505] lr: 3.750e-04, eta: 1 day, 1:18:42, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8729, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.8475 2020-08-16 21:24:41,134 - mmaction - INFO - Epoch [53][800/2505] lr: 3.750e-04, eta: 1 day, 1:18:26, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.2468, loss: 1.2468, grad_norm: 7.5550 2020-08-16 21:24:55,704 - mmaction - INFO - Epoch [53][820/2505] lr: 3.750e-04, eta: 1 day, 1:18:10, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8698, loss_cls: 1.2578, loss: 1.2578, grad_norm: 7.5933 2020-08-16 21:25:11,394 - mmaction - INFO - Epoch [53][840/2505] lr: 3.750e-04, eta: 1 day, 1:17:55, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8724, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.6097 2020-08-16 21:25:25,943 - mmaction - INFO - Epoch [53][860/2505] lr: 3.750e-04, eta: 1 day, 1:17:40, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8682, loss_cls: 1.2730, loss: 1.2730, grad_norm: 7.7679 2020-08-16 21:25:40,390 - mmaction - INFO - Epoch [53][880/2505] lr: 3.750e-04, eta: 1 day, 1:17:24, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.7592 2020-08-16 21:25:56,222 - mmaction - INFO - Epoch [53][900/2505] lr: 3.750e-04, eta: 1 day, 1:17:09, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8552, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.9987 2020-08-16 21:26:10,036 - mmaction - INFO - Epoch [53][920/2505] lr: 3.750e-04, eta: 1 day, 1:16:52, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.7589 2020-08-16 21:26:25,181 - mmaction - INFO - Epoch [53][940/2505] lr: 3.750e-04, eta: 1 day, 1:16:37, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8734, loss_cls: 1.2600, loss: 1.2600, grad_norm: 7.8204 2020-08-16 21:26:40,384 - mmaction - INFO - Epoch [53][960/2505] lr: 3.750e-04, eta: 1 day, 1:16:22, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8714, loss_cls: 1.2421, loss: 1.2421, grad_norm: 7.5736 2020-08-16 21:26:55,395 - mmaction - INFO - Epoch [53][980/2505] lr: 3.750e-04, eta: 1 day, 1:16:06, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8750, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.4925 2020-08-16 21:27:09,846 - mmaction - INFO - Epoch [53][1000/2505] lr: 3.750e-04, eta: 1 day, 1:15:50, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8656, loss_cls: 1.2634, loss: 1.2634, grad_norm: 7.8474 2020-08-16 21:27:24,857 - mmaction - INFO - Epoch [53][1020/2505] lr: 3.750e-04, eta: 1 day, 1:15:35, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.2488, loss: 1.2488, grad_norm: 7.6027 2020-08-16 21:27:39,687 - mmaction - INFO - Epoch [53][1040/2505] lr: 3.750e-04, eta: 1 day, 1:15:19, time: 0.742, data_time: 0.003, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8740, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.8852 2020-08-16 21:27:54,340 - mmaction - INFO - Epoch [53][1060/2505] lr: 3.750e-04, eta: 1 day, 1:15:03, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8807, loss_cls: 1.2453, loss: 1.2453, grad_norm: 7.6255 2020-08-16 21:28:09,373 - mmaction - INFO - Epoch [53][1080/2505] lr: 3.750e-04, eta: 1 day, 1:14:48, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8818, loss_cls: 1.2341, loss: 1.2341, grad_norm: 7.7589 2020-08-16 21:28:25,334 - mmaction - INFO - Epoch [53][1100/2505] lr: 3.750e-04, eta: 1 day, 1:14:33, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8703, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.7332 2020-08-16 21:28:40,364 - mmaction - INFO - Epoch [53][1120/2505] lr: 3.750e-04, eta: 1 day, 1:14:18, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2643, loss: 1.2643, grad_norm: 7.6425 2020-08-16 21:28:55,472 - mmaction - INFO - Epoch [53][1140/2505] lr: 3.750e-04, eta: 1 day, 1:14:02, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8760, loss_cls: 1.2254, loss: 1.2254, grad_norm: 7.4797 2020-08-16 21:29:09,867 - mmaction - INFO - Epoch [53][1160/2505] lr: 3.750e-04, eta: 1 day, 1:13:46, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8740, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.5475 2020-08-16 21:29:24,539 - mmaction - INFO - Epoch [53][1180/2505] lr: 3.750e-04, eta: 1 day, 1:13:30, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8536, loss_cls: 1.2777, loss: 1.2777, grad_norm: 7.7102 2020-08-16 21:29:38,971 - mmaction - INFO - Epoch [53][1200/2505] lr: 3.750e-04, eta: 1 day, 1:13:14, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2606, loss: 1.2606, grad_norm: 7.7566 2020-08-16 21:29:53,907 - mmaction - INFO - Epoch [53][1220/2505] lr: 3.750e-04, eta: 1 day, 1:12:59, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8771, loss_cls: 1.2382, loss: 1.2382, grad_norm: 7.7821 2020-08-16 21:30:08,659 - mmaction - INFO - Epoch [53][1240/2505] lr: 3.750e-04, eta: 1 day, 1:12:43, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8750, loss_cls: 1.2502, loss: 1.2502, grad_norm: 7.7117 2020-08-16 21:30:23,759 - mmaction - INFO - Epoch [53][1260/2505] lr: 3.750e-04, eta: 1 day, 1:12:28, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8760, loss_cls: 1.2593, loss: 1.2593, grad_norm: 7.7646 2020-08-16 21:30:39,220 - mmaction - INFO - Epoch [53][1280/2505] lr: 3.750e-04, eta: 1 day, 1:12:13, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.2612, loss: 1.2612, grad_norm: 7.7408 2020-08-16 21:30:53,942 - mmaction - INFO - Epoch [53][1300/2505] lr: 3.750e-04, eta: 1 day, 1:11:57, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.7648 2020-08-16 21:31:10,438 - mmaction - INFO - Epoch [53][1320/2505] lr: 3.750e-04, eta: 1 day, 1:11:43, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8760, loss_cls: 1.2522, loss: 1.2522, grad_norm: 7.7249 2020-08-16 21:31:26,344 - mmaction - INFO - Epoch [53][1340/2505] lr: 3.750e-04, eta: 1 day, 1:11:28, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8844, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.4154 2020-08-16 21:31:40,868 - mmaction - INFO - Epoch [53][1360/2505] lr: 3.750e-04, eta: 1 day, 1:11:12, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8833, loss_cls: 1.2528, loss: 1.2528, grad_norm: 7.7501 2020-08-16 21:31:55,892 - mmaction - INFO - Epoch [53][1380/2505] lr: 3.750e-04, eta: 1 day, 1:10:57, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8604, loss_cls: 1.3159, loss: 1.3159, grad_norm: 8.0008 2020-08-16 21:32:11,149 - mmaction - INFO - Epoch [53][1400/2505] lr: 3.750e-04, eta: 1 day, 1:10:42, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8776, loss_cls: 1.2408, loss: 1.2408, grad_norm: 7.7529 2020-08-16 21:32:25,436 - mmaction - INFO - Epoch [53][1420/2505] lr: 3.750e-04, eta: 1 day, 1:10:25, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8682, loss_cls: 1.2555, loss: 1.2555, grad_norm: 7.5844 2020-08-16 21:32:40,265 - mmaction - INFO - Epoch [53][1440/2505] lr: 3.750e-04, eta: 1 day, 1:10:10, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2785, loss: 1.2785, grad_norm: 7.6501 2020-08-16 21:32:56,383 - mmaction - INFO - Epoch [53][1460/2505] lr: 3.750e-04, eta: 1 day, 1:09:55, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8667, loss_cls: 1.2550, loss: 1.2550, grad_norm: 7.6301 2020-08-16 21:33:11,006 - mmaction - INFO - Epoch [53][1480/2505] lr: 3.750e-04, eta: 1 day, 1:09:39, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8703, loss_cls: 1.2261, loss: 1.2261, grad_norm: 7.6447 2020-08-16 21:33:25,705 - mmaction - INFO - Epoch [53][1500/2505] lr: 3.750e-04, eta: 1 day, 1:09:24, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8807, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.6630 2020-08-16 21:33:41,238 - mmaction - INFO - Epoch [53][1520/2505] lr: 3.750e-04, eta: 1 day, 1:09:09, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8688, loss_cls: 1.2643, loss: 1.2643, grad_norm: 7.7246 2020-08-16 21:33:55,759 - mmaction - INFO - Epoch [53][1540/2505] lr: 3.750e-04, eta: 1 day, 1:08:53, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8802, loss_cls: 1.1812, loss: 1.1812, grad_norm: 7.6479 2020-08-16 21:34:11,778 - mmaction - INFO - Epoch [53][1560/2505] lr: 3.750e-04, eta: 1 day, 1:08:38, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8688, loss_cls: 1.2850, loss: 1.2850, grad_norm: 7.7490 2020-08-16 21:34:26,208 - mmaction - INFO - Epoch [53][1580/2505] lr: 3.750e-04, eta: 1 day, 1:08:22, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8620, loss_cls: 1.3114, loss: 1.3114, grad_norm: 7.9072 2020-08-16 21:34:41,761 - mmaction - INFO - Epoch [53][1600/2505] lr: 3.750e-04, eta: 1 day, 1:08:07, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8755, loss_cls: 1.2025, loss: 1.2025, grad_norm: 7.6330 2020-08-16 21:34:56,907 - mmaction - INFO - Epoch [53][1620/2505] lr: 3.750e-04, eta: 1 day, 1:07:52, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8661, loss_cls: 1.2722, loss: 1.2722, grad_norm: 7.9162 2020-08-16 21:35:11,378 - mmaction - INFO - Epoch [53][1640/2505] lr: 3.750e-04, eta: 1 day, 1:07:36, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8760, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.8107 2020-08-16 21:35:26,488 - mmaction - INFO - Epoch [53][1660/2505] lr: 3.750e-04, eta: 1 day, 1:07:21, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.7323 2020-08-16 21:35:41,084 - mmaction - INFO - Epoch [53][1680/2505] lr: 3.750e-04, eta: 1 day, 1:07:05, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8682, loss_cls: 1.2611, loss: 1.2611, grad_norm: 7.5703 2020-08-16 21:35:56,000 - mmaction - INFO - Epoch [53][1700/2505] lr: 3.750e-04, eta: 1 day, 1:06:49, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.2226, loss: 1.2226, grad_norm: 7.5569 2020-08-16 21:36:12,019 - mmaction - INFO - Epoch [53][1720/2505] lr: 3.750e-04, eta: 1 day, 1:06:35, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2802, loss: 1.2802, grad_norm: 7.6396 2020-08-16 21:36:26,193 - mmaction - INFO - Epoch [53][1740/2505] lr: 3.750e-04, eta: 1 day, 1:06:18, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8760, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.2910 2020-08-16 21:36:41,503 - mmaction - INFO - Epoch [53][1760/2505] lr: 3.750e-04, eta: 1 day, 1:06:03, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8729, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.8871 2020-08-16 21:36:56,413 - mmaction - INFO - Epoch [53][1780/2505] lr: 3.750e-04, eta: 1 day, 1:05:48, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2607, loss: 1.2607, grad_norm: 7.7510 2020-08-16 21:37:10,990 - mmaction - INFO - Epoch [53][1800/2505] lr: 3.750e-04, eta: 1 day, 1:05:32, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8708, loss_cls: 1.2637, loss: 1.2637, grad_norm: 7.7283 2020-08-16 21:37:27,200 - mmaction - INFO - Epoch [53][1820/2505] lr: 3.750e-04, eta: 1 day, 1:05:17, time: 0.810, data_time: 0.004, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8807, loss_cls: 1.2379, loss: 1.2379, grad_norm: 7.8830 2020-08-16 21:37:41,399 - mmaction - INFO - Epoch [53][1840/2505] lr: 3.750e-04, eta: 1 day, 1:05:01, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8786, loss_cls: 1.2464, loss: 1.2464, grad_norm: 7.8171 2020-08-16 21:37:56,343 - mmaction - INFO - Epoch [53][1860/2505] lr: 3.750e-04, eta: 1 day, 1:04:46, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8693, loss_cls: 1.2659, loss: 1.2659, grad_norm: 7.8147 2020-08-16 21:38:10,949 - mmaction - INFO - Epoch [53][1880/2505] lr: 3.750e-04, eta: 1 day, 1:04:30, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8781, loss_cls: 1.2479, loss: 1.2479, grad_norm: 7.8038 2020-08-16 21:38:26,209 - mmaction - INFO - Epoch [53][1900/2505] lr: 3.750e-04, eta: 1 day, 1:04:15, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2713, loss: 1.2713, grad_norm: 7.8864 2020-08-16 21:38:43,066 - mmaction - INFO - Epoch [53][1920/2505] lr: 3.750e-04, eta: 1 day, 1:04:01, time: 0.844, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.2944, loss: 1.2944, grad_norm: 7.9541 2020-08-16 21:38:57,512 - mmaction - INFO - Epoch [53][1940/2505] lr: 3.750e-04, eta: 1 day, 1:03:45, time: 0.722, data_time: 0.002, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8750, loss_cls: 1.2594, loss: 1.2594, grad_norm: 7.8961 2020-08-16 21:39:12,227 - mmaction - INFO - Epoch [53][1960/2505] lr: 3.750e-04, eta: 1 day, 1:03:29, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.9724 2020-08-16 21:39:27,379 - mmaction - INFO - Epoch [53][1980/2505] lr: 3.750e-04, eta: 1 day, 1:03:14, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8745, loss_cls: 1.2290, loss: 1.2290, grad_norm: 7.5628 2020-08-16 21:39:42,673 - mmaction - INFO - Epoch [53][2000/2505] lr: 3.750e-04, eta: 1 day, 1:02:58, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8750, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.0394 2020-08-16 21:39:57,841 - mmaction - INFO - Epoch [53][2020/2505] lr: 3.750e-04, eta: 1 day, 1:02:43, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8708, loss_cls: 1.2689, loss: 1.2689, grad_norm: 7.7802 2020-08-16 21:40:12,675 - mmaction - INFO - Epoch [53][2040/2505] lr: 3.750e-04, eta: 1 day, 1:02:28, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8802, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.7678 2020-08-16 21:40:27,894 - mmaction - INFO - Epoch [53][2060/2505] lr: 3.750e-04, eta: 1 day, 1:02:12, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2230, loss: 1.2230, grad_norm: 7.6231 2020-08-16 21:40:43,596 - mmaction - INFO - Epoch [53][2080/2505] lr: 3.750e-04, eta: 1 day, 1:01:57, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8786, loss_cls: 1.2247, loss: 1.2247, grad_norm: 7.8536 2020-08-16 21:40:58,115 - mmaction - INFO - Epoch [53][2100/2505] lr: 3.750e-04, eta: 1 day, 1:01:41, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2782, loss: 1.2782, grad_norm: 7.8985 2020-08-16 21:41:12,948 - mmaction - INFO - Epoch [53][2120/2505] lr: 3.750e-04, eta: 1 day, 1:01:26, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8766, loss_cls: 1.1754, loss: 1.1754, grad_norm: 7.6979 2020-08-16 21:41:27,836 - mmaction - INFO - Epoch [53][2140/2505] lr: 3.750e-04, eta: 1 day, 1:01:10, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.7257 2020-08-16 21:41:42,991 - mmaction - INFO - Epoch [53][2160/2505] lr: 3.750e-04, eta: 1 day, 1:00:55, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8708, loss_cls: 1.2688, loss: 1.2688, grad_norm: 7.7415 2020-08-16 21:41:59,440 - mmaction - INFO - Epoch [53][2180/2505] lr: 3.750e-04, eta: 1 day, 1:00:41, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8719, loss_cls: 1.2596, loss: 1.2596, grad_norm: 7.9643 2020-08-16 21:42:13,669 - mmaction - INFO - Epoch [53][2200/2505] lr: 3.750e-04, eta: 1 day, 1:00:25, time: 0.710, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8724, loss_cls: 1.2387, loss: 1.2387, grad_norm: 7.6192 2020-08-16 21:42:29,949 - mmaction - INFO - Epoch [53][2220/2505] lr: 3.750e-04, eta: 1 day, 1:00:10, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8646, loss_cls: 1.3104, loss: 1.3104, grad_norm: 7.8310 2020-08-16 21:42:46,444 - mmaction - INFO - Epoch [53][2240/2505] lr: 3.750e-04, eta: 1 day, 0:59:56, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8714, loss_cls: 1.2696, loss: 1.2696, grad_norm: 7.9612 2020-08-16 21:43:00,331 - mmaction - INFO - Epoch [53][2260/2505] lr: 3.750e-04, eta: 1 day, 0:59:40, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8531, loss_cls: 1.2894, loss: 1.2894, grad_norm: 7.6913 2020-08-16 21:43:15,310 - mmaction - INFO - Epoch [53][2280/2505] lr: 3.750e-04, eta: 1 day, 0:59:24, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.2139, loss: 1.2139, grad_norm: 7.6539 2020-08-16 21:43:30,723 - mmaction - INFO - Epoch [53][2300/2505] lr: 3.750e-04, eta: 1 day, 0:59:09, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8687, loss_cls: 1.2407, loss: 1.2407, grad_norm: 7.7217 2020-08-16 21:43:46,649 - mmaction - INFO - Epoch [53][2320/2505] lr: 3.750e-04, eta: 1 day, 0:58:54, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8682, loss_cls: 1.2714, loss: 1.2714, grad_norm: 7.7313 2020-08-16 21:44:01,570 - mmaction - INFO - Epoch [53][2340/2505] lr: 3.750e-04, eta: 1 day, 0:58:39, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8651, loss_cls: 1.2798, loss: 1.2798, grad_norm: 7.5312 2020-08-16 21:44:16,265 - mmaction - INFO - Epoch [53][2360/2505] lr: 3.750e-04, eta: 1 day, 0:58:23, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8771, loss_cls: 1.2743, loss: 1.2743, grad_norm: 7.8208 2020-08-16 21:44:31,636 - mmaction - INFO - Epoch [53][2380/2505] lr: 3.750e-04, eta: 1 day, 0:58:08, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8698, loss_cls: 1.2447, loss: 1.2447, grad_norm: 7.6279 2020-08-16 21:44:46,301 - mmaction - INFO - Epoch [53][2400/2505] lr: 3.750e-04, eta: 1 day, 0:57:52, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8651, loss_cls: 1.3059, loss: 1.3059, grad_norm: 7.8363 2020-08-16 21:45:01,886 - mmaction - INFO - Epoch [53][2420/2505] lr: 3.750e-04, eta: 1 day, 0:57:37, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8849, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.7743 2020-08-16 21:45:16,803 - mmaction - INFO - Epoch [53][2440/2505] lr: 3.750e-04, eta: 1 day, 0:57:22, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8766, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.5741 2020-08-16 21:45:31,838 - mmaction - INFO - Epoch [53][2460/2505] lr: 3.750e-04, eta: 1 day, 0:57:06, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8609, loss_cls: 1.3007, loss: 1.3007, grad_norm: 7.8857 2020-08-16 21:45:47,259 - mmaction - INFO - Epoch [53][2480/2505] lr: 3.750e-04, eta: 1 day, 0:56:51, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8677, loss_cls: 1.2850, loss: 1.2850, grad_norm: 7.7427 2020-08-16 21:46:02,369 - mmaction - INFO - Epoch [53][2500/2505] lr: 3.750e-04, eta: 1 day, 0:56:36, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8672, loss_cls: 1.2876, loss: 1.2876, grad_norm: 7.8580 2020-08-16 21:46:06,094 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-08-16 21:46:26,932 - mmaction - INFO - Epoch [54][20/2505] lr: 3.750e-04, eta: 1 day, 0:56:18, time: 1.022, data_time: 0.407, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8745, loss_cls: 1.2500, loss: 1.2500, grad_norm: 7.6650 2020-08-16 21:46:40,543 - mmaction - INFO - Epoch [54][40/2505] lr: 3.750e-04, eta: 1 day, 0:56:01, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8734, loss_cls: 1.2785, loss: 1.2785, grad_norm: 7.8118 2020-08-16 21:46:55,562 - mmaction - INFO - Epoch [54][60/2505] lr: 3.750e-04, eta: 1 day, 0:55:46, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8708, loss_cls: 1.2614, loss: 1.2614, grad_norm: 7.7267 2020-08-16 21:47:10,252 - mmaction - INFO - Epoch [54][80/2505] lr: 3.750e-04, eta: 1 day, 0:55:30, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8802, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.4927 2020-08-16 21:47:26,567 - mmaction - INFO - Epoch [54][100/2505] lr: 3.750e-04, eta: 1 day, 0:55:16, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8740, loss_cls: 1.2461, loss: 1.2461, grad_norm: 7.7930 2020-08-16 21:47:41,060 - mmaction - INFO - Epoch [54][120/2505] lr: 3.750e-04, eta: 1 day, 0:55:00, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8734, loss_cls: 1.2705, loss: 1.2705, grad_norm: 7.8181 2020-08-16 21:47:55,843 - mmaction - INFO - Epoch [54][140/2505] lr: 3.750e-04, eta: 1 day, 0:54:44, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8771, loss_cls: 1.2314, loss: 1.2314, grad_norm: 7.6768 2020-08-16 21:48:11,002 - mmaction - INFO - Epoch [54][160/2505] lr: 3.750e-04, eta: 1 day, 0:54:29, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8693, loss_cls: 1.1938, loss: 1.1938, grad_norm: 7.6230 2020-08-16 21:48:26,300 - mmaction - INFO - Epoch [54][180/2505] lr: 3.750e-04, eta: 1 day, 0:54:14, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8760, loss_cls: 1.2423, loss: 1.2423, grad_norm: 7.5895 2020-08-16 21:48:41,897 - mmaction - INFO - Epoch [54][200/2505] lr: 3.750e-04, eta: 1 day, 0:53:59, time: 0.780, data_time: 0.003, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8745, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.7503 2020-08-16 21:48:57,158 - mmaction - INFO - Epoch [54][220/2505] lr: 3.750e-04, eta: 1 day, 0:53:43, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8755, loss_cls: 1.2674, loss: 1.2674, grad_norm: 8.0053 2020-08-16 21:49:11,643 - mmaction - INFO - Epoch [54][240/2505] lr: 3.750e-04, eta: 1 day, 0:53:27, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8661, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.8309 2020-08-16 21:49:26,734 - mmaction - INFO - Epoch [54][260/2505] lr: 3.750e-04, eta: 1 day, 0:53:12, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8630, loss_cls: 1.2750, loss: 1.2750, grad_norm: 7.6838 2020-08-16 21:49:42,606 - mmaction - INFO - Epoch [54][280/2505] lr: 3.750e-04, eta: 1 day, 0:52:57, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8625, loss_cls: 1.2880, loss: 1.2880, grad_norm: 7.7109 2020-08-16 21:49:57,663 - mmaction - INFO - Epoch [54][300/2505] lr: 3.750e-04, eta: 1 day, 0:52:42, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8755, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.8288 2020-08-16 21:50:12,243 - mmaction - INFO - Epoch [54][320/2505] lr: 3.750e-04, eta: 1 day, 0:52:26, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8651, loss_cls: 1.3273, loss: 1.3273, grad_norm: 7.8465 2020-08-16 21:50:28,565 - mmaction - INFO - Epoch [54][340/2505] lr: 3.750e-04, eta: 1 day, 0:52:12, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8875, loss_cls: 1.1619, loss: 1.1619, grad_norm: 7.5744 2020-08-16 21:50:43,804 - mmaction - INFO - Epoch [54][360/2505] lr: 3.750e-04, eta: 1 day, 0:51:56, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8625, loss_cls: 1.2834, loss: 1.2834, grad_norm: 7.9828 2020-08-16 21:50:59,158 - mmaction - INFO - Epoch [54][380/2505] lr: 3.750e-04, eta: 1 day, 0:51:41, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8630, loss_cls: 1.2911, loss: 1.2911, grad_norm: 7.8321 2020-08-16 21:51:14,275 - mmaction - INFO - Epoch [54][400/2505] lr: 3.750e-04, eta: 1 day, 0:51:26, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8651, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.0447 2020-08-16 21:51:29,178 - mmaction - INFO - Epoch [54][420/2505] lr: 3.750e-04, eta: 1 day, 0:51:10, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8651, loss_cls: 1.2843, loss: 1.2843, grad_norm: 7.8300 2020-08-16 21:51:44,103 - mmaction - INFO - Epoch [54][440/2505] lr: 3.750e-04, eta: 1 day, 0:50:55, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.8744 2020-08-16 21:51:59,412 - mmaction - INFO - Epoch [54][460/2505] lr: 3.750e-04, eta: 1 day, 0:50:40, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2132, loss: 1.2132, grad_norm: 7.5445 2020-08-16 21:52:14,932 - mmaction - INFO - Epoch [54][480/2505] lr: 3.750e-04, eta: 1 day, 0:50:25, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8714, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.6788 2020-08-16 21:52:30,771 - mmaction - INFO - Epoch [54][500/2505] lr: 3.750e-04, eta: 1 day, 0:50:10, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8719, loss_cls: 1.2738, loss: 1.2738, grad_norm: 7.8187 2020-08-16 21:52:45,863 - mmaction - INFO - Epoch [54][520/2505] lr: 3.750e-04, eta: 1 day, 0:49:54, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.0792 2020-08-16 21:53:01,378 - mmaction - INFO - Epoch [54][540/2505] lr: 3.750e-04, eta: 1 day, 0:49:39, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8833, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.7058 2020-08-16 21:53:16,068 - mmaction - INFO - Epoch [54][560/2505] lr: 3.750e-04, eta: 1 day, 0:49:24, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8797, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.8060 2020-08-16 21:53:31,082 - mmaction - INFO - Epoch [54][580/2505] lr: 3.750e-04, eta: 1 day, 0:49:08, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8771, loss_cls: 1.2304, loss: 1.2304, grad_norm: 7.6868 2020-08-16 21:53:46,279 - mmaction - INFO - Epoch [54][600/2505] lr: 3.750e-04, eta: 1 day, 0:48:53, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8797, loss_cls: 1.2321, loss: 1.2321, grad_norm: 7.7135 2020-08-16 21:54:01,409 - mmaction - INFO - Epoch [54][620/2505] lr: 3.750e-04, eta: 1 day, 0:48:38, time: 0.757, data_time: 0.002, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8807, loss_cls: 1.1824, loss: 1.1824, grad_norm: 7.4663 2020-08-16 21:54:17,114 - mmaction - INFO - Epoch [54][640/2505] lr: 3.750e-04, eta: 1 day, 0:48:23, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8818, loss_cls: 1.1965, loss: 1.1965, grad_norm: 7.4679 2020-08-16 21:54:32,621 - mmaction - INFO - Epoch [54][660/2505] lr: 3.750e-04, eta: 1 day, 0:48:08, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8635, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.9401 2020-08-16 21:54:48,101 - mmaction - INFO - Epoch [54][680/2505] lr: 3.750e-04, eta: 1 day, 0:47:53, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8719, loss_cls: 1.2167, loss: 1.2167, grad_norm: 7.6672 2020-08-16 21:55:03,391 - mmaction - INFO - Epoch [54][700/2505] lr: 3.750e-04, eta: 1 day, 0:47:37, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8797, loss_cls: 1.2198, loss: 1.2198, grad_norm: 7.6771 2020-08-16 21:55:19,473 - mmaction - INFO - Epoch [54][720/2505] lr: 3.750e-04, eta: 1 day, 0:47:23, time: 0.805, data_time: 0.003, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.5935 2020-08-16 21:55:33,735 - mmaction - INFO - Epoch [54][740/2505] lr: 3.750e-04, eta: 1 day, 0:47:07, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8641, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.0920 2020-08-16 21:55:49,381 - mmaction - INFO - Epoch [54][760/2505] lr: 3.750e-04, eta: 1 day, 0:46:52, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8823, loss_cls: 1.2116, loss: 1.2116, grad_norm: 7.6792 2020-08-16 21:56:04,945 - mmaction - INFO - Epoch [54][780/2505] lr: 3.750e-04, eta: 1 day, 0:46:37, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.5409 2020-08-16 21:56:20,663 - mmaction - INFO - Epoch [54][800/2505] lr: 3.750e-04, eta: 1 day, 0:46:22, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8536, loss_cls: 1.3135, loss: 1.3135, grad_norm: 7.9281 2020-08-16 21:56:35,431 - mmaction - INFO - Epoch [54][820/2505] lr: 3.750e-04, eta: 1 day, 0:46:06, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8802, loss_cls: 1.2491, loss: 1.2491, grad_norm: 7.8974 2020-08-16 21:56:50,817 - mmaction - INFO - Epoch [54][840/2505] lr: 3.750e-04, eta: 1 day, 0:45:51, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8896, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.5225 2020-08-16 21:57:06,041 - mmaction - INFO - Epoch [54][860/2505] lr: 3.750e-04, eta: 1 day, 0:45:36, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8802, loss_cls: 1.2354, loss: 1.2354, grad_norm: 7.8633 2020-08-16 21:57:21,243 - mmaction - INFO - Epoch [54][880/2505] lr: 3.750e-04, eta: 1 day, 0:45:21, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8745, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.9692 2020-08-16 21:57:36,635 - mmaction - INFO - Epoch [54][900/2505] lr: 3.750e-04, eta: 1 day, 0:45:05, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8677, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.9425 2020-08-16 21:57:52,676 - mmaction - INFO - Epoch [54][920/2505] lr: 3.750e-04, eta: 1 day, 0:44:51, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8786, loss_cls: 1.2051, loss: 1.2051, grad_norm: 7.7396 2020-08-16 21:58:08,923 - mmaction - INFO - Epoch [54][940/2505] lr: 3.750e-04, eta: 1 day, 0:44:36, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8781, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.6431 2020-08-16 21:58:22,938 - mmaction - INFO - Epoch [54][960/2505] lr: 3.750e-04, eta: 1 day, 0:44:20, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8620, loss_cls: 1.3443, loss: 1.3443, grad_norm: 8.0880 2020-08-16 21:58:38,078 - mmaction - INFO - Epoch [54][980/2505] lr: 3.750e-04, eta: 1 day, 0:44:05, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8724, loss_cls: 1.2221, loss: 1.2221, grad_norm: 7.7009 2020-08-16 21:58:53,530 - mmaction - INFO - Epoch [54][1000/2505] lr: 3.750e-04, eta: 1 day, 0:43:50, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8661, loss_cls: 1.2833, loss: 1.2833, grad_norm: 7.8717 2020-08-16 21:59:09,650 - mmaction - INFO - Epoch [54][1020/2505] lr: 3.750e-04, eta: 1 day, 0:43:35, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8760, loss_cls: 1.2486, loss: 1.2486, grad_norm: 7.8505 2020-08-16 21:59:24,517 - mmaction - INFO - Epoch [54][1040/2505] lr: 3.750e-04, eta: 1 day, 0:43:20, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8839, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.5388 2020-08-16 21:59:39,989 - mmaction - INFO - Epoch [54][1060/2505] lr: 3.750e-04, eta: 1 day, 0:43:05, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8917, loss_cls: 1.2066, loss: 1.2066, grad_norm: 7.7127 2020-08-16 21:59:54,789 - mmaction - INFO - Epoch [54][1080/2505] lr: 3.750e-04, eta: 1 day, 0:42:49, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8755, loss_cls: 1.2724, loss: 1.2724, grad_norm: 7.8396 2020-08-16 22:00:13,136 - mmaction - INFO - Epoch [54][1100/2505] lr: 3.750e-04, eta: 1 day, 0:42:36, time: 0.879, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8776, loss_cls: 1.2533, loss: 1.2533, grad_norm: 7.9820 2020-08-16 22:00:28,071 - mmaction - INFO - Epoch [54][1120/2505] lr: 3.750e-04, eta: 1 day, 0:42:21, time: 0.785, data_time: 0.050, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.2159, loss: 1.2159, grad_norm: 7.6313 2020-08-16 22:00:43,359 - mmaction - INFO - Epoch [54][1140/2505] lr: 3.750e-04, eta: 1 day, 0:42:06, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2691, loss: 1.2691, grad_norm: 7.8794 2020-08-16 22:00:58,811 - mmaction - INFO - Epoch [54][1160/2505] lr: 3.750e-04, eta: 1 day, 0:41:51, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8599, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.2286 2020-08-16 22:01:13,687 - mmaction - INFO - Epoch [54][1180/2505] lr: 3.750e-04, eta: 1 day, 0:41:35, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8750, loss_cls: 1.2347, loss: 1.2347, grad_norm: 7.7461 2020-08-16 22:01:29,143 - mmaction - INFO - Epoch [54][1200/2505] lr: 3.750e-04, eta: 1 day, 0:41:20, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8776, loss_cls: 1.2397, loss: 1.2397, grad_norm: 7.9177 2020-08-16 22:01:45,361 - mmaction - INFO - Epoch [54][1220/2505] lr: 3.750e-04, eta: 1 day, 0:41:05, time: 0.814, data_time: 0.007, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.5540 2020-08-16 22:01:59,946 - mmaction - INFO - Epoch [54][1240/2505] lr: 3.750e-04, eta: 1 day, 0:40:50, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8849, loss_cls: 1.1642, loss: 1.1642, grad_norm: 7.4627 2020-08-16 22:02:15,829 - mmaction - INFO - Epoch [54][1260/2505] lr: 3.750e-04, eta: 1 day, 0:40:35, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8573, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.0464 2020-08-16 22:02:30,465 - mmaction - INFO - Epoch [54][1280/2505] lr: 3.750e-04, eta: 1 day, 0:40:19, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8693, loss_cls: 1.2571, loss: 1.2571, grad_norm: 7.8936 2020-08-16 22:02:46,375 - mmaction - INFO - Epoch [54][1300/2505] lr: 3.750e-04, eta: 1 day, 0:40:04, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.6883 2020-08-16 22:03:01,663 - mmaction - INFO - Epoch [54][1320/2505] lr: 3.750e-04, eta: 1 day, 0:39:49, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8693, loss_cls: 1.2634, loss: 1.2634, grad_norm: 7.7033 2020-08-16 22:03:16,631 - mmaction - INFO - Epoch [54][1340/2505] lr: 3.750e-04, eta: 1 day, 0:39:34, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8812, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.4543 2020-08-16 22:03:31,811 - mmaction - INFO - Epoch [54][1360/2505] lr: 3.750e-04, eta: 1 day, 0:39:18, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8677, loss_cls: 1.2595, loss: 1.2595, grad_norm: 7.7522 2020-08-16 22:03:46,616 - mmaction - INFO - Epoch [54][1380/2505] lr: 3.750e-04, eta: 1 day, 0:39:03, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.2784, loss: 1.2784, grad_norm: 7.8422 2020-08-16 22:04:02,061 - mmaction - INFO - Epoch [54][1400/2505] lr: 3.750e-04, eta: 1 day, 0:38:48, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2008, loss: 1.2008, grad_norm: 7.6171 2020-08-16 22:04:17,620 - mmaction - INFO - Epoch [54][1420/2505] lr: 3.750e-04, eta: 1 day, 0:38:33, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8771, loss_cls: 1.2455, loss: 1.2455, grad_norm: 7.7940 2020-08-16 22:04:34,293 - mmaction - INFO - Epoch [54][1440/2505] lr: 3.750e-04, eta: 1 day, 0:38:19, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8771, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.5805 2020-08-16 22:04:48,300 - mmaction - INFO - Epoch [54][1460/2505] lr: 3.750e-04, eta: 1 day, 0:38:02, time: 0.699, data_time: 0.004, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8698, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.8002 2020-08-16 22:05:04,550 - mmaction - INFO - Epoch [54][1480/2505] lr: 3.750e-04, eta: 1 day, 0:37:48, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8688, loss_cls: 1.2470, loss: 1.2470, grad_norm: 7.6487 2020-08-16 22:05:19,605 - mmaction - INFO - Epoch [54][1500/2505] lr: 3.750e-04, eta: 1 day, 0:37:32, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8792, loss_cls: 1.1953, loss: 1.1953, grad_norm: 7.6556 2020-08-16 22:05:34,442 - mmaction - INFO - Epoch [54][1520/2505] lr: 3.750e-04, eta: 1 day, 0:37:17, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2184, loss: 1.2184, grad_norm: 7.7451 2020-08-16 22:05:49,353 - mmaction - INFO - Epoch [54][1540/2505] lr: 3.750e-04, eta: 1 day, 0:37:01, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2038, loss: 1.2038, grad_norm: 7.7326 2020-08-16 22:06:04,679 - mmaction - INFO - Epoch [54][1560/2505] lr: 3.750e-04, eta: 1 day, 0:36:46, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2778, loss: 1.2778, grad_norm: 7.8004 2020-08-16 22:06:19,961 - mmaction - INFO - Epoch [54][1580/2505] lr: 3.750e-04, eta: 1 day, 0:36:31, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8599, loss_cls: 1.3316, loss: 1.3316, grad_norm: 8.0794 2020-08-16 22:06:34,860 - mmaction - INFO - Epoch [54][1600/2505] lr: 3.750e-04, eta: 1 day, 0:36:15, time: 0.745, data_time: 0.003, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8906, loss_cls: 1.1738, loss: 1.1738, grad_norm: 7.4014 2020-08-16 22:06:50,678 - mmaction - INFO - Epoch [54][1620/2505] lr: 3.750e-04, eta: 1 day, 0:36:01, time: 0.792, data_time: 0.007, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.5727 2020-08-16 22:07:05,589 - mmaction - INFO - Epoch [54][1640/2505] lr: 3.750e-04, eta: 1 day, 0:35:45, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.3105, loss: 1.3105, grad_norm: 7.8473 2020-08-16 22:07:20,785 - mmaction - INFO - Epoch [54][1660/2505] lr: 3.750e-04, eta: 1 day, 0:35:30, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8875, loss_cls: 1.1460, loss: 1.1460, grad_norm: 7.4835 2020-08-16 22:07:37,463 - mmaction - INFO - Epoch [54][1680/2505] lr: 3.750e-04, eta: 1 day, 0:35:16, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8755, loss_cls: 1.2354, loss: 1.2354, grad_norm: 7.7728 2020-08-16 22:07:52,326 - mmaction - INFO - Epoch [54][1700/2505] lr: 3.750e-04, eta: 1 day, 0:35:00, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8828, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.6590 2020-08-16 22:08:07,355 - mmaction - INFO - Epoch [54][1720/2505] lr: 3.750e-04, eta: 1 day, 0:34:45, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8885, loss_cls: 1.1558, loss: 1.1558, grad_norm: 7.6077 2020-08-16 22:08:22,506 - mmaction - INFO - Epoch [54][1740/2505] lr: 3.750e-04, eta: 1 day, 0:34:29, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8734, loss_cls: 1.2370, loss: 1.2370, grad_norm: 7.6721 2020-08-16 22:08:38,535 - mmaction - INFO - Epoch [54][1760/2505] lr: 3.750e-04, eta: 1 day, 0:34:15, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8714, loss_cls: 1.2693, loss: 1.2693, grad_norm: 7.8673 2020-08-16 22:08:53,019 - mmaction - INFO - Epoch [54][1780/2505] lr: 3.750e-04, eta: 1 day, 0:33:59, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8865, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.6415 2020-08-16 22:09:08,840 - mmaction - INFO - Epoch [54][1800/2505] lr: 3.750e-04, eta: 1 day, 0:33:44, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8693, loss_cls: 1.2550, loss: 1.2550, grad_norm: 7.8509 2020-08-16 22:09:24,079 - mmaction - INFO - Epoch [54][1820/2505] lr: 3.750e-04, eta: 1 day, 0:33:29, time: 0.760, data_time: 0.008, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8781, loss_cls: 1.1877, loss: 1.1877, grad_norm: 7.5356 2020-08-16 22:09:39,256 - mmaction - INFO - Epoch [54][1840/2505] lr: 3.750e-04, eta: 1 day, 0:33:13, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8729, loss_cls: 1.2371, loss: 1.2371, grad_norm: 7.9053 2020-08-16 22:09:54,317 - mmaction - INFO - Epoch [54][1860/2505] lr: 3.750e-04, eta: 1 day, 0:32:58, time: 0.752, data_time: 0.002, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.6355 2020-08-16 22:10:09,073 - mmaction - INFO - Epoch [54][1880/2505] lr: 3.750e-04, eta: 1 day, 0:32:42, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8833, loss_cls: 1.1858, loss: 1.1858, grad_norm: 7.6787 2020-08-16 22:10:24,751 - mmaction - INFO - Epoch [54][1900/2505] lr: 3.750e-04, eta: 1 day, 0:32:27, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8807, loss_cls: 1.2198, loss: 1.2198, grad_norm: 7.9910 2020-08-16 22:10:39,819 - mmaction - INFO - Epoch [54][1920/2505] lr: 3.750e-04, eta: 1 day, 0:32:12, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8755, loss_cls: 1.2321, loss: 1.2321, grad_norm: 7.8084 2020-08-16 22:10:54,798 - mmaction - INFO - Epoch [54][1940/2505] lr: 3.750e-04, eta: 1 day, 0:31:57, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8630, loss_cls: 1.2975, loss: 1.2975, grad_norm: 8.0308 2020-08-16 22:11:09,935 - mmaction - INFO - Epoch [54][1960/2505] lr: 3.750e-04, eta: 1 day, 0:31:41, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8771, loss_cls: 1.2417, loss: 1.2417, grad_norm: 7.8811 2020-08-16 22:11:25,664 - mmaction - INFO - Epoch [54][1980/2505] lr: 3.750e-04, eta: 1 day, 0:31:26, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8693, loss_cls: 1.2654, loss: 1.2654, grad_norm: 7.7673 2020-08-16 22:11:40,971 - mmaction - INFO - Epoch [54][2000/2505] lr: 3.750e-04, eta: 1 day, 0:31:11, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8703, loss_cls: 1.2604, loss: 1.2604, grad_norm: 7.8733 2020-08-16 22:11:56,534 - mmaction - INFO - Epoch [54][2020/2505] lr: 3.750e-04, eta: 1 day, 0:30:56, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8750, loss_cls: 1.2273, loss: 1.2273, grad_norm: 7.7200 2020-08-16 22:12:11,510 - mmaction - INFO - Epoch [54][2040/2505] lr: 3.750e-04, eta: 1 day, 0:30:41, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8849, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.5710 2020-08-16 22:12:27,207 - mmaction - INFO - Epoch [54][2060/2505] lr: 3.750e-04, eta: 1 day, 0:30:26, time: 0.785, data_time: 0.002, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8708, loss_cls: 1.2527, loss: 1.2527, grad_norm: 7.5143 2020-08-16 22:12:41,885 - mmaction - INFO - Epoch [54][2080/2505] lr: 3.750e-04, eta: 1 day, 0:30:10, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8578, loss_cls: 1.3107, loss: 1.3107, grad_norm: 7.6324 2020-08-16 22:12:56,618 - mmaction - INFO - Epoch [54][2100/2505] lr: 3.750e-04, eta: 1 day, 0:29:54, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8719, loss_cls: 1.2494, loss: 1.2494, grad_norm: 7.9855 2020-08-16 22:13:11,933 - mmaction - INFO - Epoch [54][2120/2505] lr: 3.750e-04, eta: 1 day, 0:29:39, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8859, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.6990 2020-08-16 22:13:27,007 - mmaction - INFO - Epoch [54][2140/2505] lr: 3.750e-04, eta: 1 day, 0:29:24, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8880, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.7527 2020-08-16 22:13:42,038 - mmaction - INFO - Epoch [54][2160/2505] lr: 3.750e-04, eta: 1 day, 0:29:08, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8818, loss_cls: 1.1221, loss: 1.1221, grad_norm: 7.3556 2020-08-16 22:13:57,241 - mmaction - INFO - Epoch [54][2180/2505] lr: 3.750e-04, eta: 1 day, 0:28:53, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8771, loss_cls: 1.2473, loss: 1.2473, grad_norm: 7.8326 2020-08-16 22:14:12,290 - mmaction - INFO - Epoch [54][2200/2505] lr: 3.750e-04, eta: 1 day, 0:28:38, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8792, loss_cls: 1.1958, loss: 1.1958, grad_norm: 7.5314 2020-08-16 22:14:27,280 - mmaction - INFO - Epoch [54][2220/2505] lr: 3.750e-04, eta: 1 day, 0:28:22, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8604, loss_cls: 1.3078, loss: 1.3078, grad_norm: 7.9148 2020-08-16 22:14:43,390 - mmaction - INFO - Epoch [54][2240/2505] lr: 3.750e-04, eta: 1 day, 0:28:08, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8839, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.4518 2020-08-16 22:14:57,929 - mmaction - INFO - Epoch [54][2260/2505] lr: 3.750e-04, eta: 1 day, 0:27:52, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8714, loss_cls: 1.2495, loss: 1.2495, grad_norm: 7.6357 2020-08-16 22:15:13,366 - mmaction - INFO - Epoch [54][2280/2505] lr: 3.750e-04, eta: 1 day, 0:27:37, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3320, loss: 1.3320, grad_norm: 7.8500 2020-08-16 22:15:28,129 - mmaction - INFO - Epoch [54][2300/2505] lr: 3.750e-04, eta: 1 day, 0:27:21, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8656, loss_cls: 1.2614, loss: 1.2614, grad_norm: 7.7031 2020-08-16 22:15:43,382 - mmaction - INFO - Epoch [54][2320/2505] lr: 3.750e-04, eta: 1 day, 0:27:06, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.2405, loss: 1.2405, grad_norm: 7.9267 2020-08-16 22:15:57,971 - mmaction - INFO - Epoch [54][2340/2505] lr: 3.750e-04, eta: 1 day, 0:26:50, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8646, loss_cls: 1.2349, loss: 1.2349, grad_norm: 7.5875 2020-08-16 22:16:12,771 - mmaction - INFO - Epoch [54][2360/2505] lr: 3.750e-04, eta: 1 day, 0:26:34, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.7481 2020-08-16 22:16:27,782 - mmaction - INFO - Epoch [54][2380/2505] lr: 3.750e-04, eta: 1 day, 0:26:19, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8745, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.5828 2020-08-16 22:16:44,491 - mmaction - INFO - Epoch [54][2400/2505] lr: 3.750e-04, eta: 1 day, 0:26:05, time: 0.834, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8802, loss_cls: 1.2162, loss: 1.2162, grad_norm: 7.4785 2020-08-16 22:16:59,385 - mmaction - INFO - Epoch [54][2420/2505] lr: 3.750e-04, eta: 1 day, 0:25:49, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8766, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.8470 2020-08-16 22:17:13,766 - mmaction - INFO - Epoch [54][2440/2505] lr: 3.750e-04, eta: 1 day, 0:25:33, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8865, loss_cls: 1.2179, loss: 1.2179, grad_norm: 7.7327 2020-08-16 22:17:28,558 - mmaction - INFO - Epoch [54][2460/2505] lr: 3.750e-04, eta: 1 day, 0:25:18, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8698, loss_cls: 1.2723, loss: 1.2723, grad_norm: 7.8660 2020-08-16 22:17:43,544 - mmaction - INFO - Epoch [54][2480/2505] lr: 3.750e-04, eta: 1 day, 0:25:02, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8745, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.2262 2020-08-16 22:17:59,213 - mmaction - INFO - Epoch [54][2500/2505] lr: 3.750e-04, eta: 1 day, 0:24:47, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8807, loss_cls: 1.2329, loss: 1.2329, grad_norm: 7.8651 2020-08-16 22:18:02,721 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-08-16 22:18:27,287 - mmaction - INFO - Epoch [55][20/2505] lr: 3.750e-04, eta: 1 day, 0:24:32, time: 1.201, data_time: 0.576, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8708, loss_cls: 1.2639, loss: 1.2639, grad_norm: 7.8187 2020-08-16 22:18:40,088 - mmaction - INFO - Epoch [55][40/2505] lr: 3.750e-04, eta: 1 day, 0:24:15, time: 0.640, data_time: 0.003, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8646, loss_cls: 1.2906, loss: 1.2906, grad_norm: 8.1527 2020-08-16 22:18:54,273 - mmaction - INFO - Epoch [55][60/2505] lr: 3.750e-04, eta: 1 day, 0:23:59, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8755, loss_cls: 1.2068, loss: 1.2068, grad_norm: 7.5625 2020-08-16 22:19:09,284 - mmaction - INFO - Epoch [55][80/2505] lr: 3.750e-04, eta: 1 day, 0:23:43, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8849, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.8066 2020-08-16 22:19:24,535 - mmaction - INFO - Epoch [55][100/2505] lr: 3.750e-04, eta: 1 day, 0:23:28, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8792, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.4808 2020-08-16 22:19:39,886 - mmaction - INFO - Epoch [55][120/2505] lr: 3.750e-04, eta: 1 day, 0:23:13, time: 0.767, data_time: 0.001, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8797, loss_cls: 1.2142, loss: 1.2142, grad_norm: 7.7850 2020-08-16 22:19:53,942 - mmaction - INFO - Epoch [55][140/2505] lr: 3.750e-04, eta: 1 day, 0:22:57, time: 0.703, data_time: 0.003, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8760, loss_cls: 1.1923, loss: 1.1923, grad_norm: 7.7087 2020-08-16 22:20:09,029 - mmaction - INFO - Epoch [55][160/2505] lr: 3.750e-04, eta: 1 day, 0:22:41, time: 0.754, data_time: 0.002, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8734, loss_cls: 1.2808, loss: 1.2808, grad_norm: 7.7955 2020-08-16 22:20:24,175 - mmaction - INFO - Epoch [55][180/2505] lr: 3.750e-04, eta: 1 day, 0:22:26, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8839, loss_cls: 1.1995, loss: 1.1995, grad_norm: 7.6726 2020-08-16 22:20:38,456 - mmaction - INFO - Epoch [55][200/2505] lr: 3.750e-04, eta: 1 day, 0:22:10, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8771, loss_cls: 1.2165, loss: 1.2165, grad_norm: 7.7088 2020-08-16 22:20:53,701 - mmaction - INFO - Epoch [55][220/2505] lr: 3.750e-04, eta: 1 day, 0:21:55, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2544, loss: 1.2544, grad_norm: 8.0345 2020-08-16 22:21:08,303 - mmaction - INFO - Epoch [55][240/2505] lr: 3.750e-04, eta: 1 day, 0:21:39, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8927, loss_cls: 1.1319, loss: 1.1319, grad_norm: 7.7807 2020-08-16 22:21:23,955 - mmaction - INFO - Epoch [55][260/2505] lr: 3.750e-04, eta: 1 day, 0:21:24, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8786, loss_cls: 1.2511, loss: 1.2511, grad_norm: 7.9552 2020-08-16 22:21:38,087 - mmaction - INFO - Epoch [55][280/2505] lr: 3.750e-04, eta: 1 day, 0:21:08, time: 0.706, data_time: 0.002, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8740, loss_cls: 1.2082, loss: 1.2082, grad_norm: 7.6006 2020-08-16 22:21:52,810 - mmaction - INFO - Epoch [55][300/2505] lr: 3.750e-04, eta: 1 day, 0:20:52, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8745, loss_cls: 1.2378, loss: 1.2378, grad_norm: 7.8518 2020-08-16 22:22:07,823 - mmaction - INFO - Epoch [55][320/2505] lr: 3.750e-04, eta: 1 day, 0:20:36, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8812, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.9743 2020-08-16 22:22:22,362 - mmaction - INFO - Epoch [55][340/2505] lr: 3.750e-04, eta: 1 day, 0:20:21, time: 0.727, data_time: 0.003, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8646, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.7423 2020-08-16 22:22:37,609 - mmaction - INFO - Epoch [55][360/2505] lr: 3.750e-04, eta: 1 day, 0:20:05, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8927, loss_cls: 1.1526, loss: 1.1526, grad_norm: 7.6535 2020-08-16 22:22:51,917 - mmaction - INFO - Epoch [55][380/2505] lr: 3.750e-04, eta: 1 day, 0:19:49, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2210, loss: 1.2210, grad_norm: 7.6292 2020-08-16 22:23:07,709 - mmaction - INFO - Epoch [55][400/2505] lr: 3.750e-04, eta: 1 day, 0:19:34, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8677, loss_cls: 1.2746, loss: 1.2746, grad_norm: 7.5932 2020-08-16 22:23:22,054 - mmaction - INFO - Epoch [55][420/2505] lr: 3.750e-04, eta: 1 day, 0:19:18, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8604, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.8902 2020-08-16 22:23:37,246 - mmaction - INFO - Epoch [55][440/2505] lr: 3.750e-04, eta: 1 day, 0:19:03, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2369, loss: 1.2369, grad_norm: 7.8732 2020-08-16 22:23:52,283 - mmaction - INFO - Epoch [55][460/2505] lr: 3.750e-04, eta: 1 day, 0:18:48, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.2102, loss: 1.2102, grad_norm: 7.7126 2020-08-16 22:24:07,577 - mmaction - INFO - Epoch [55][480/2505] lr: 3.750e-04, eta: 1 day, 0:18:33, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8839, loss_cls: 1.1918, loss: 1.1918, grad_norm: 7.7821 2020-08-16 22:24:22,470 - mmaction - INFO - Epoch [55][500/2505] lr: 3.750e-04, eta: 1 day, 0:18:17, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8911, loss_cls: 1.1587, loss: 1.1587, grad_norm: 7.5011 2020-08-16 22:24:36,817 - mmaction - INFO - Epoch [55][520/2505] lr: 3.750e-04, eta: 1 day, 0:18:01, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8682, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.2238 2020-08-16 22:24:52,090 - mmaction - INFO - Epoch [55][540/2505] lr: 3.750e-04, eta: 1 day, 0:17:46, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8865, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.4227 2020-08-16 22:25:06,367 - mmaction - INFO - Epoch [55][560/2505] lr: 3.750e-04, eta: 1 day, 0:17:30, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.7609 2020-08-16 22:25:22,009 - mmaction - INFO - Epoch [55][580/2505] lr: 3.750e-04, eta: 1 day, 0:17:15, time: 0.782, data_time: 0.001, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8781, loss_cls: 1.2274, loss: 1.2274, grad_norm: 7.8595 2020-08-16 22:25:36,193 - mmaction - INFO - Epoch [55][600/2505] lr: 3.750e-04, eta: 1 day, 0:16:59, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8812, loss_cls: 1.1915, loss: 1.1915, grad_norm: 7.7393 2020-08-16 22:25:51,260 - mmaction - INFO - Epoch [55][620/2505] lr: 3.750e-04, eta: 1 day, 0:16:43, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8797, loss_cls: 1.2219, loss: 1.2219, grad_norm: 8.0110 2020-08-16 22:26:06,653 - mmaction - INFO - Epoch [55][640/2505] lr: 3.750e-04, eta: 1 day, 0:16:28, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8922, loss_cls: 1.1235, loss: 1.1235, grad_norm: 7.2891 2020-08-16 22:26:21,907 - mmaction - INFO - Epoch [55][660/2505] lr: 3.750e-04, eta: 1 day, 0:16:13, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8781, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.1418 2020-08-16 22:26:36,068 - mmaction - INFO - Epoch [55][680/2505] lr: 3.750e-04, eta: 1 day, 0:15:57, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8865, loss_cls: 1.2272, loss: 1.2272, grad_norm: 7.6899 2020-08-16 22:26:50,828 - mmaction - INFO - Epoch [55][700/2505] lr: 3.750e-04, eta: 1 day, 0:15:41, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8703, loss_cls: 1.2636, loss: 1.2636, grad_norm: 7.8826 2020-08-16 22:27:05,734 - mmaction - INFO - Epoch [55][720/2505] lr: 3.750e-04, eta: 1 day, 0:15:25, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8573, loss_cls: 1.2812, loss: 1.2812, grad_norm: 7.9550 2020-08-16 22:27:20,589 - mmaction - INFO - Epoch [55][740/2505] lr: 3.750e-04, eta: 1 day, 0:15:10, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8698, loss_cls: 1.2710, loss: 1.2710, grad_norm: 7.9418 2020-08-16 22:27:36,059 - mmaction - INFO - Epoch [55][760/2505] lr: 3.750e-04, eta: 1 day, 0:14:55, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8807, loss_cls: 1.2268, loss: 1.2268, grad_norm: 7.9237 2020-08-16 22:27:51,670 - mmaction - INFO - Epoch [55][780/2505] lr: 3.750e-04, eta: 1 day, 0:14:40, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8604, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.0514 2020-08-16 22:28:05,782 - mmaction - INFO - Epoch [55][800/2505] lr: 3.750e-04, eta: 1 day, 0:14:24, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8792, loss_cls: 1.2332, loss: 1.2332, grad_norm: 8.0313 2020-08-16 22:28:20,552 - mmaction - INFO - Epoch [55][820/2505] lr: 3.750e-04, eta: 1 day, 0:14:08, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2638, loss: 1.2638, grad_norm: 8.1043 2020-08-16 22:28:35,514 - mmaction - INFO - Epoch [55][840/2505] lr: 3.750e-04, eta: 1 day, 0:13:52, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.2450, loss: 1.2450, grad_norm: 7.7852 2020-08-16 22:28:50,494 - mmaction - INFO - Epoch [55][860/2505] lr: 3.750e-04, eta: 1 day, 0:13:37, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8802, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.5696 2020-08-16 22:29:05,480 - mmaction - INFO - Epoch [55][880/2505] lr: 3.750e-04, eta: 1 day, 0:13:21, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8729, loss_cls: 1.2278, loss: 1.2278, grad_norm: 7.4437 2020-08-16 22:29:21,074 - mmaction - INFO - Epoch [55][900/2505] lr: 3.750e-04, eta: 1 day, 0:13:06, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8781, loss_cls: 1.2290, loss: 1.2290, grad_norm: 7.8692 2020-08-16 22:29:35,850 - mmaction - INFO - Epoch [55][920/2505] lr: 3.750e-04, eta: 1 day, 0:12:51, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8854, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.8778 2020-08-16 22:29:50,590 - mmaction - INFO - Epoch [55][940/2505] lr: 3.750e-04, eta: 1 day, 0:12:35, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8776, loss_cls: 1.2246, loss: 1.2246, grad_norm: 7.6221 2020-08-16 22:30:06,162 - mmaction - INFO - Epoch [55][960/2505] lr: 3.750e-04, eta: 1 day, 0:12:20, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8823, loss_cls: 1.1653, loss: 1.1653, grad_norm: 7.6592 2020-08-16 22:30:20,367 - mmaction - INFO - Epoch [55][980/2505] lr: 3.750e-04, eta: 1 day, 0:12:04, time: 0.710, data_time: 0.002, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8698, loss_cls: 1.2916, loss: 1.2916, grad_norm: 7.8723 2020-08-16 22:30:35,853 - mmaction - INFO - Epoch [55][1000/2505] lr: 3.750e-04, eta: 1 day, 0:11:49, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.7713 2020-08-16 22:30:50,516 - mmaction - INFO - Epoch [55][1020/2505] lr: 3.750e-04, eta: 1 day, 0:11:33, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8833, loss_cls: 1.2255, loss: 1.2255, grad_norm: 7.7021 2020-08-16 22:31:05,253 - mmaction - INFO - Epoch [55][1040/2505] lr: 3.750e-04, eta: 1 day, 0:11:18, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8818, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.6694 2020-08-16 22:31:19,936 - mmaction - INFO - Epoch [55][1060/2505] lr: 3.750e-04, eta: 1 day, 0:11:02, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8807, loss_cls: 1.2453, loss: 1.2453, grad_norm: 7.8306 2020-08-16 22:31:35,025 - mmaction - INFO - Epoch [55][1080/2505] lr: 3.750e-04, eta: 1 day, 0:10:46, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8750, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.5469 2020-08-16 22:31:49,653 - mmaction - INFO - Epoch [55][1100/2505] lr: 3.750e-04, eta: 1 day, 0:10:31, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8719, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.6756 2020-08-16 22:32:05,545 - mmaction - INFO - Epoch [55][1120/2505] lr: 3.750e-04, eta: 1 day, 0:10:16, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2676, loss: 1.2676, grad_norm: 8.1062 2020-08-16 22:32:20,624 - mmaction - INFO - Epoch [55][1140/2505] lr: 3.750e-04, eta: 1 day, 0:10:01, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8698, loss_cls: 1.2897, loss: 1.2897, grad_norm: 7.8394 2020-08-16 22:32:35,505 - mmaction - INFO - Epoch [55][1160/2505] lr: 3.750e-04, eta: 1 day, 0:09:45, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8620, loss_cls: 1.2651, loss: 1.2651, grad_norm: 7.9131 2020-08-16 22:32:50,867 - mmaction - INFO - Epoch [55][1180/2505] lr: 3.750e-04, eta: 1 day, 0:09:30, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1857, loss: 1.1857, grad_norm: 7.5644 2020-08-16 22:33:05,957 - mmaction - INFO - Epoch [55][1200/2505] lr: 3.750e-04, eta: 1 day, 0:09:14, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8708, loss_cls: 1.2529, loss: 1.2529, grad_norm: 7.9658 2020-08-16 22:33:20,891 - mmaction - INFO - Epoch [55][1220/2505] lr: 3.750e-04, eta: 1 day, 0:08:59, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8828, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.8385 2020-08-16 22:33:35,958 - mmaction - INFO - Epoch [55][1240/2505] lr: 3.750e-04, eta: 1 day, 0:08:44, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8786, loss_cls: 1.2162, loss: 1.2162, grad_norm: 7.8628 2020-08-16 22:33:50,909 - mmaction - INFO - Epoch [55][1260/2505] lr: 3.750e-04, eta: 1 day, 0:08:28, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8844, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.4524 2020-08-16 22:34:06,735 - mmaction - INFO - Epoch [55][1280/2505] lr: 3.750e-04, eta: 1 day, 0:08:13, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8854, loss_cls: 1.1965, loss: 1.1965, grad_norm: 7.6430 2020-08-16 22:34:21,172 - mmaction - INFO - Epoch [55][1300/2505] lr: 3.750e-04, eta: 1 day, 0:07:57, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8818, loss_cls: 1.1886, loss: 1.1886, grad_norm: 7.6565 2020-08-16 22:34:36,160 - mmaction - INFO - Epoch [55][1320/2505] lr: 3.750e-04, eta: 1 day, 0:07:42, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.2133, loss: 1.2133, grad_norm: 7.8930 2020-08-16 22:34:51,300 - mmaction - INFO - Epoch [55][1340/2505] lr: 3.750e-04, eta: 1 day, 0:07:27, time: 0.757, data_time: 0.003, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2200, loss: 1.2200, grad_norm: 7.5993 2020-08-16 22:35:07,701 - mmaction - INFO - Epoch [55][1360/2505] lr: 3.750e-04, eta: 1 day, 0:07:12, time: 0.820, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.6435 2020-08-16 22:35:21,939 - mmaction - INFO - Epoch [55][1380/2505] lr: 3.750e-04, eta: 1 day, 0:06:56, time: 0.712, data_time: 0.002, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8818, loss_cls: 1.2231, loss: 1.2231, grad_norm: 7.6028 2020-08-16 22:35:37,003 - mmaction - INFO - Epoch [55][1400/2505] lr: 3.750e-04, eta: 1 day, 0:06:41, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8698, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.7233 2020-08-16 22:35:52,008 - mmaction - INFO - Epoch [55][1420/2505] lr: 3.750e-04, eta: 1 day, 0:06:25, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.2121, loss: 1.2121, grad_norm: 8.1876 2020-08-16 22:36:07,584 - mmaction - INFO - Epoch [55][1440/2505] lr: 3.750e-04, eta: 1 day, 0:06:10, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2461, loss: 1.2461, grad_norm: 7.8043 2020-08-16 22:36:22,141 - mmaction - INFO - Epoch [55][1460/2505] lr: 3.750e-04, eta: 1 day, 0:05:54, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.6772 2020-08-16 22:36:36,926 - mmaction - INFO - Epoch [55][1480/2505] lr: 3.750e-04, eta: 1 day, 0:05:39, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8714, loss_cls: 1.2410, loss: 1.2410, grad_norm: 7.7974 2020-08-16 22:36:52,351 - mmaction - INFO - Epoch [55][1500/2505] lr: 3.750e-04, eta: 1 day, 0:05:24, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8943, loss_cls: 1.1395, loss: 1.1395, grad_norm: 7.7698 2020-08-16 22:37:08,093 - mmaction - INFO - Epoch [55][1520/2505] lr: 3.750e-04, eta: 1 day, 0:05:09, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8953, loss_cls: 1.1219, loss: 1.1219, grad_norm: 7.3350 2020-08-16 22:37:22,244 - mmaction - INFO - Epoch [55][1540/2505] lr: 3.750e-04, eta: 1 day, 0:04:53, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8828, loss_cls: 1.2158, loss: 1.2158, grad_norm: 7.6474 2020-08-16 22:37:37,016 - mmaction - INFO - Epoch [55][1560/2505] lr: 3.750e-04, eta: 1 day, 0:04:37, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8677, loss_cls: 1.2716, loss: 1.2716, grad_norm: 7.8840 2020-08-16 22:37:51,833 - mmaction - INFO - Epoch [55][1580/2505] lr: 3.750e-04, eta: 1 day, 0:04:21, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8661, loss_cls: 1.2392, loss: 1.2392, grad_norm: 7.6114 2020-08-16 22:38:06,635 - mmaction - INFO - Epoch [55][1600/2505] lr: 3.750e-04, eta: 1 day, 0:04:06, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8875, loss_cls: 1.1825, loss: 1.1825, grad_norm: 7.7720 2020-08-16 22:38:21,750 - mmaction - INFO - Epoch [55][1620/2505] lr: 3.750e-04, eta: 1 day, 0:03:50, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8807, loss_cls: 1.1625, loss: 1.1625, grad_norm: 7.5360 2020-08-16 22:38:37,864 - mmaction - INFO - Epoch [55][1640/2505] lr: 3.750e-04, eta: 1 day, 0:03:36, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.2881, loss: 1.2881, grad_norm: 7.8262 2020-08-16 22:38:52,252 - mmaction - INFO - Epoch [55][1660/2505] lr: 3.750e-04, eta: 1 day, 0:03:20, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8693, loss_cls: 1.2436, loss: 1.2436, grad_norm: 7.6296 2020-08-16 22:39:07,051 - mmaction - INFO - Epoch [55][1680/2505] lr: 3.750e-04, eta: 1 day, 0:03:04, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8604, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.8409 2020-08-16 22:39:22,219 - mmaction - INFO - Epoch [55][1700/2505] lr: 3.750e-04, eta: 1 day, 0:02:49, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8776, loss_cls: 1.2345, loss: 1.2345, grad_norm: 7.9412 2020-08-16 22:39:37,664 - mmaction - INFO - Epoch [55][1720/2505] lr: 3.750e-04, eta: 1 day, 0:02:34, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8594, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.1898 2020-08-16 22:39:52,388 - mmaction - INFO - Epoch [55][1740/2505] lr: 3.750e-04, eta: 1 day, 0:02:18, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2553, loss: 1.2553, grad_norm: 7.9288 2020-08-16 22:40:07,582 - mmaction - INFO - Epoch [55][1760/2505] lr: 3.750e-04, eta: 1 day, 0:02:03, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.0227 2020-08-16 22:40:22,925 - mmaction - INFO - Epoch [55][1780/2505] lr: 3.750e-04, eta: 1 day, 0:01:48, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8786, loss_cls: 1.1837, loss: 1.1837, grad_norm: 7.7543 2020-08-16 22:40:37,858 - mmaction - INFO - Epoch [55][1800/2505] lr: 3.750e-04, eta: 1 day, 0:01:32, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8766, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.0196 2020-08-16 22:40:52,824 - mmaction - INFO - Epoch [55][1820/2505] lr: 3.750e-04, eta: 1 day, 0:01:17, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8828, loss_cls: 1.2084, loss: 1.2084, grad_norm: 7.6787 2020-08-16 22:41:08,292 - mmaction - INFO - Epoch [55][1840/2505] lr: 3.750e-04, eta: 1 day, 0:01:02, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8797, loss_cls: 1.2383, loss: 1.2383, grad_norm: 7.8641 2020-08-16 22:41:23,124 - mmaction - INFO - Epoch [55][1860/2505] lr: 3.750e-04, eta: 1 day, 0:00:46, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8755, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.7985 2020-08-16 22:41:38,148 - mmaction - INFO - Epoch [55][1880/2505] lr: 3.750e-04, eta: 1 day, 0:00:31, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8807, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.8534 2020-08-16 22:41:53,204 - mmaction - INFO - Epoch [55][1900/2505] lr: 3.750e-04, eta: 1 day, 0:00:15, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8698, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.0552 2020-08-16 22:42:07,935 - mmaction - INFO - Epoch [55][1920/2505] lr: 3.750e-04, eta: 1 day, 0:00:00, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8630, loss_cls: 1.2724, loss: 1.2724, grad_norm: 7.7812 2020-08-16 22:42:23,781 - mmaction - INFO - Epoch [55][1940/2505] lr: 3.750e-04, eta: 23:59:45, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8833, loss_cls: 1.2148, loss: 1.2148, grad_norm: 7.8466 2020-08-16 22:42:38,350 - mmaction - INFO - Epoch [55][1960/2505] lr: 3.750e-04, eta: 23:59:29, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8724, loss_cls: 1.2881, loss: 1.2881, grad_norm: 7.9227 2020-08-16 22:42:53,027 - mmaction - INFO - Epoch [55][1980/2505] lr: 3.750e-04, eta: 23:59:13, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8818, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.7886 2020-08-16 22:43:08,188 - mmaction - INFO - Epoch [55][2000/2505] lr: 3.750e-04, eta: 23:58:58, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.2556, loss: 1.2556, grad_norm: 7.9076 2020-08-16 22:43:23,227 - mmaction - INFO - Epoch [55][2020/2505] lr: 3.750e-04, eta: 23:58:42, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8839, loss_cls: 1.2547, loss: 1.2547, grad_norm: 7.9481 2020-08-16 22:43:38,429 - mmaction - INFO - Epoch [55][2040/2505] lr: 3.750e-04, eta: 23:58:27, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.1985, loss: 1.1985, grad_norm: 7.7917 2020-08-16 22:43:53,205 - mmaction - INFO - Epoch [55][2060/2505] lr: 3.750e-04, eta: 23:58:12, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8750, loss_cls: 1.2656, loss: 1.2656, grad_norm: 8.0730 2020-08-16 22:44:08,634 - mmaction - INFO - Epoch [55][2080/2505] lr: 3.750e-04, eta: 23:57:56, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8703, loss_cls: 1.2434, loss: 1.2434, grad_norm: 7.8327 2020-08-16 22:44:23,596 - mmaction - INFO - Epoch [55][2100/2505] lr: 3.750e-04, eta: 23:57:41, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8755, loss_cls: 1.2182, loss: 1.2182, grad_norm: 7.7566 2020-08-16 22:44:38,840 - mmaction - INFO - Epoch [55][2120/2505] lr: 3.750e-04, eta: 23:57:26, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8776, loss_cls: 1.2169, loss: 1.2169, grad_norm: 7.9210 2020-08-16 22:44:53,635 - mmaction - INFO - Epoch [55][2140/2505] lr: 3.750e-04, eta: 23:57:10, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8771, loss_cls: 1.2092, loss: 1.2092, grad_norm: 7.8778 2020-08-16 22:45:10,047 - mmaction - INFO - Epoch [55][2160/2505] lr: 3.750e-04, eta: 23:56:56, time: 0.820, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8708, loss_cls: 1.2511, loss: 1.2511, grad_norm: 7.8882 2020-08-16 22:45:24,140 - mmaction - INFO - Epoch [55][2180/2505] lr: 3.750e-04, eta: 23:56:40, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8693, loss_cls: 1.2440, loss: 1.2440, grad_norm: 7.7620 2020-08-16 22:45:39,523 - mmaction - INFO - Epoch [55][2200/2505] lr: 3.750e-04, eta: 23:56:24, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8771, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.8374 2020-08-16 22:45:54,170 - mmaction - INFO - Epoch [55][2220/2505] lr: 3.750e-04, eta: 23:56:09, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8604, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.8619 2020-08-16 22:46:08,948 - mmaction - INFO - Epoch [55][2240/2505] lr: 3.750e-04, eta: 23:55:53, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.0166 2020-08-16 22:46:24,089 - mmaction - INFO - Epoch [55][2260/2505] lr: 3.750e-04, eta: 23:55:38, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8552, loss_cls: 1.3012, loss: 1.3012, grad_norm: 7.9145 2020-08-16 22:46:39,323 - mmaction - INFO - Epoch [55][2280/2505] lr: 3.750e-04, eta: 23:55:22, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8776, loss_cls: 1.2146, loss: 1.2146, grad_norm: 7.6635 2020-08-16 22:46:54,745 - mmaction - INFO - Epoch [55][2300/2505] lr: 3.750e-04, eta: 23:55:07, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8661, loss_cls: 1.2401, loss: 1.2401, grad_norm: 7.6308 2020-08-16 22:47:09,476 - mmaction - INFO - Epoch [55][2320/2505] lr: 3.750e-04, eta: 23:54:52, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8771, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.7359 2020-08-16 22:47:24,539 - mmaction - INFO - Epoch [55][2340/2505] lr: 3.750e-04, eta: 23:54:36, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.0183 2020-08-16 22:47:40,681 - mmaction - INFO - Epoch [55][2360/2505] lr: 3.750e-04, eta: 23:54:22, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8839, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.7979 2020-08-16 22:47:54,934 - mmaction - INFO - Epoch [55][2380/2505] lr: 3.750e-04, eta: 23:54:06, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8776, loss_cls: 1.2311, loss: 1.2311, grad_norm: 7.7404 2020-08-16 22:48:10,244 - mmaction - INFO - Epoch [55][2400/2505] lr: 3.750e-04, eta: 23:53:51, time: 0.766, data_time: 0.008, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8740, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.2173 2020-08-16 22:48:24,954 - mmaction - INFO - Epoch [55][2420/2505] lr: 3.750e-04, eta: 23:53:35, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8698, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.6935 2020-08-16 22:48:40,235 - mmaction - INFO - Epoch [55][2440/2505] lr: 3.750e-04, eta: 23:53:20, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8818, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.5790 2020-08-16 22:48:54,991 - mmaction - INFO - Epoch [55][2460/2505] lr: 3.750e-04, eta: 23:53:04, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8698, loss_cls: 1.2676, loss: 1.2676, grad_norm: 7.8363 2020-08-16 22:49:10,637 - mmaction - INFO - Epoch [55][2480/2505] lr: 3.750e-04, eta: 23:52:49, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8688, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.5852 2020-08-16 22:49:25,861 - mmaction - INFO - Epoch [55][2500/2505] lr: 3.750e-04, eta: 23:52:34, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2330, loss: 1.2330, grad_norm: 7.8485 2020-08-16 22:49:29,531 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-08-16 22:49:50,410 - mmaction - INFO - Epoch [56][20/2505] lr: 3.750e-04, eta: 23:52:16, time: 1.022, data_time: 0.397, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8724, loss_cls: 1.2197, loss: 1.2197, grad_norm: 7.9141 2020-08-16 22:50:04,264 - mmaction - INFO - Epoch [56][40/2505] lr: 3.750e-04, eta: 23:51:59, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1935, loss: 1.1935, grad_norm: 7.6761 2020-08-16 22:50:18,882 - mmaction - INFO - Epoch [56][60/2505] lr: 3.750e-04, eta: 23:51:44, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8609, loss_cls: 1.2766, loss: 1.2766, grad_norm: 7.8463 2020-08-16 22:50:34,175 - mmaction - INFO - Epoch [56][80/2505] lr: 3.750e-04, eta: 23:51:28, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8839, loss_cls: 1.2200, loss: 1.2200, grad_norm: 7.8203 2020-08-16 22:50:49,463 - mmaction - INFO - Epoch [56][100/2505] lr: 3.750e-04, eta: 23:51:13, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8870, loss_cls: 1.2162, loss: 1.2162, grad_norm: 7.6785 2020-08-16 22:51:04,292 - mmaction - INFO - Epoch [56][120/2505] lr: 3.750e-04, eta: 23:50:58, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8677, loss_cls: 1.2261, loss: 1.2261, grad_norm: 7.6586 2020-08-16 22:51:19,202 - mmaction - INFO - Epoch [56][140/2505] lr: 3.750e-04, eta: 23:50:42, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1265, loss: 1.1265, grad_norm: 7.5510 2020-08-16 22:51:34,195 - mmaction - INFO - Epoch [56][160/2505] lr: 3.750e-04, eta: 23:50:27, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8729, loss_cls: 1.2451, loss: 1.2451, grad_norm: 7.7117 2020-08-16 22:51:49,445 - mmaction - INFO - Epoch [56][180/2505] lr: 3.750e-04, eta: 23:50:11, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8719, loss_cls: 1.2622, loss: 1.2622, grad_norm: 7.9092 2020-08-16 22:52:04,703 - mmaction - INFO - Epoch [56][200/2505] lr: 3.750e-04, eta: 23:49:56, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1774, loss: 1.1774, grad_norm: 7.4526 2020-08-16 22:52:19,855 - mmaction - INFO - Epoch [56][220/2505] lr: 3.750e-04, eta: 23:49:41, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8844, loss_cls: 1.1943, loss: 1.1943, grad_norm: 7.7981 2020-08-16 22:52:34,772 - mmaction - INFO - Epoch [56][240/2505] lr: 3.750e-04, eta: 23:49:25, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8854, loss_cls: 1.2219, loss: 1.2219, grad_norm: 7.7619 2020-08-16 22:52:49,970 - mmaction - INFO - Epoch [56][260/2505] lr: 3.750e-04, eta: 23:49:10, time: 0.759, data_time: 0.008, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8745, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.8724 2020-08-16 22:53:05,180 - mmaction - INFO - Epoch [56][280/2505] lr: 3.750e-04, eta: 23:48:55, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2806, loss: 1.2806, grad_norm: 7.8894 2020-08-16 22:53:20,233 - mmaction - INFO - Epoch [56][300/2505] lr: 3.750e-04, eta: 23:48:39, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8880, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.7949 2020-08-16 22:53:35,256 - mmaction - INFO - Epoch [56][320/2505] lr: 3.750e-04, eta: 23:48:24, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.6098 2020-08-16 22:53:50,210 - mmaction - INFO - Epoch [56][340/2505] lr: 3.750e-04, eta: 23:48:08, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.6469 2020-08-16 22:54:05,321 - mmaction - INFO - Epoch [56][360/2505] lr: 3.750e-04, eta: 23:47:53, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8698, loss_cls: 1.2600, loss: 1.2600, grad_norm: 7.7695 2020-08-16 22:54:20,623 - mmaction - INFO - Epoch [56][380/2505] lr: 3.750e-04, eta: 23:47:38, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8745, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.1240 2020-08-16 22:54:35,484 - mmaction - INFO - Epoch [56][400/2505] lr: 3.750e-04, eta: 23:47:22, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8823, loss_cls: 1.1649, loss: 1.1649, grad_norm: 7.6750 2020-08-16 22:54:50,788 - mmaction - INFO - Epoch [56][420/2505] lr: 3.750e-04, eta: 23:47:07, time: 0.766, data_time: 0.003, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8813, loss_cls: 1.1869, loss: 1.1869, grad_norm: 7.6967 2020-08-16 22:55:06,411 - mmaction - INFO - Epoch [56][440/2505] lr: 3.750e-04, eta: 23:46:52, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8755, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.1145 2020-08-16 22:55:20,795 - mmaction - INFO - Epoch [56][460/2505] lr: 3.750e-04, eta: 23:46:36, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8802, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.8593 2020-08-16 22:55:35,956 - mmaction - INFO - Epoch [56][480/2505] lr: 3.750e-04, eta: 23:46:21, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8797, loss_cls: 1.2349, loss: 1.2349, grad_norm: 7.9273 2020-08-16 22:55:51,563 - mmaction - INFO - Epoch [56][500/2505] lr: 3.750e-04, eta: 23:46:06, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8745, loss_cls: 1.2468, loss: 1.2468, grad_norm: 7.9422 2020-08-16 22:56:06,594 - mmaction - INFO - Epoch [56][520/2505] lr: 3.750e-04, eta: 23:45:50, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2619, loss: 1.2619, grad_norm: 7.9164 2020-08-16 22:56:22,558 - mmaction - INFO - Epoch [56][540/2505] lr: 3.750e-04, eta: 23:45:36, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8802, loss_cls: 1.2434, loss: 1.2434, grad_norm: 7.9479 2020-08-16 22:56:37,015 - mmaction - INFO - Epoch [56][560/2505] lr: 3.750e-04, eta: 23:45:20, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8719, loss_cls: 1.2104, loss: 1.2104, grad_norm: 7.7176 2020-08-16 22:56:52,302 - mmaction - INFO - Epoch [56][580/2505] lr: 3.750e-04, eta: 23:45:05, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.9328 2020-08-16 22:57:07,136 - mmaction - INFO - Epoch [56][600/2505] lr: 3.750e-04, eta: 23:44:49, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8854, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.6809 2020-08-16 22:57:22,341 - mmaction - INFO - Epoch [56][620/2505] lr: 3.750e-04, eta: 23:44:34, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2541, loss: 1.2541, grad_norm: 7.9685 2020-08-16 22:57:37,585 - mmaction - INFO - Epoch [56][640/2505] lr: 3.750e-04, eta: 23:44:19, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8583, loss_cls: 1.2675, loss: 1.2675, grad_norm: 7.8027 2020-08-16 22:57:52,540 - mmaction - INFO - Epoch [56][660/2505] lr: 3.750e-04, eta: 23:44:03, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8776, loss_cls: 1.2045, loss: 1.2045, grad_norm: 7.7678 2020-08-16 22:58:07,504 - mmaction - INFO - Epoch [56][680/2505] lr: 3.750e-04, eta: 23:43:48, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8677, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.9269 2020-08-16 22:58:23,033 - mmaction - INFO - Epoch [56][700/2505] lr: 3.750e-04, eta: 23:43:33, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2074, loss: 1.2074, grad_norm: 7.8333 2020-08-16 22:58:37,745 - mmaction - INFO - Epoch [56][720/2505] lr: 3.750e-04, eta: 23:43:17, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8781, loss_cls: 1.2138, loss: 1.2138, grad_norm: 7.8735 2020-08-16 22:58:53,601 - mmaction - INFO - Epoch [56][740/2505] lr: 3.750e-04, eta: 23:43:02, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.7748 2020-08-16 22:59:08,171 - mmaction - INFO - Epoch [56][760/2505] lr: 3.750e-04, eta: 23:42:46, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8823, loss_cls: 1.1938, loss: 1.1938, grad_norm: 7.7718 2020-08-16 22:59:23,508 - mmaction - INFO - Epoch [56][780/2505] lr: 3.750e-04, eta: 23:42:31, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8745, loss_cls: 1.2535, loss: 1.2535, grad_norm: 7.9660 2020-08-16 22:59:38,819 - mmaction - INFO - Epoch [56][800/2505] lr: 3.750e-04, eta: 23:42:16, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8839, loss_cls: 1.2085, loss: 1.2085, grad_norm: 7.7858 2020-08-16 22:59:53,926 - mmaction - INFO - Epoch [56][820/2505] lr: 3.750e-04, eta: 23:42:01, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8813, loss_cls: 1.2160, loss: 1.2160, grad_norm: 7.6425 2020-08-16 23:00:11,000 - mmaction - INFO - Epoch [56][840/2505] lr: 3.750e-04, eta: 23:41:47, time: 0.851, data_time: 0.008, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8755, loss_cls: 1.1951, loss: 1.1951, grad_norm: 7.6701 2020-08-16 23:00:25,235 - mmaction - INFO - Epoch [56][860/2505] lr: 3.750e-04, eta: 23:41:31, time: 0.715, data_time: 0.017, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2901, loss: 1.2901, grad_norm: 8.2530 2020-08-16 23:00:40,480 - mmaction - INFO - Epoch [56][880/2505] lr: 3.750e-04, eta: 23:41:16, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8703, loss_cls: 1.2818, loss: 1.2818, grad_norm: 7.9076 2020-08-16 23:00:55,544 - mmaction - INFO - Epoch [56][900/2505] lr: 3.750e-04, eta: 23:41:00, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2209, loss: 1.2209, grad_norm: 7.7935 2020-08-16 23:01:10,495 - mmaction - INFO - Epoch [56][920/2505] lr: 3.750e-04, eta: 23:40:45, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8792, loss_cls: 1.2169, loss: 1.2169, grad_norm: 7.6578 2020-08-16 23:01:26,032 - mmaction - INFO - Epoch [56][940/2505] lr: 3.750e-04, eta: 23:40:30, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2799, loss: 1.2799, grad_norm: 8.1387 2020-08-16 23:01:41,591 - mmaction - INFO - Epoch [56][960/2505] lr: 3.750e-04, eta: 23:40:15, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8760, loss_cls: 1.2415, loss: 1.2415, grad_norm: 8.0169 2020-08-16 23:01:56,492 - mmaction - INFO - Epoch [56][980/2505] lr: 3.750e-04, eta: 23:39:59, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8693, loss_cls: 1.2541, loss: 1.2541, grad_norm: 7.9907 2020-08-16 23:02:11,371 - mmaction - INFO - Epoch [56][1000/2505] lr: 3.750e-04, eta: 23:39:44, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8781, loss_cls: 1.2492, loss: 1.2492, grad_norm: 7.7286 2020-08-16 23:02:26,897 - mmaction - INFO - Epoch [56][1020/2505] lr: 3.750e-04, eta: 23:39:28, time: 0.776, data_time: 0.003, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8708, loss_cls: 1.2769, loss: 1.2769, grad_norm: 8.0451 2020-08-16 23:02:42,525 - mmaction - INFO - Epoch [56][1040/2505] lr: 3.750e-04, eta: 23:39:14, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8844, loss_cls: 1.2160, loss: 1.2160, grad_norm: 7.8329 2020-08-16 23:02:57,887 - mmaction - INFO - Epoch [56][1060/2505] lr: 3.750e-04, eta: 23:38:58, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8760, loss_cls: 1.2205, loss: 1.2205, grad_norm: 7.5955 2020-08-16 23:03:14,272 - mmaction - INFO - Epoch [56][1080/2505] lr: 3.750e-04, eta: 23:38:44, time: 0.818, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8818, loss_cls: 1.1674, loss: 1.1674, grad_norm: 7.5306 2020-08-16 23:03:28,661 - mmaction - INFO - Epoch [56][1100/2505] lr: 3.750e-04, eta: 23:38:28, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8714, loss_cls: 1.2718, loss: 1.2718, grad_norm: 8.1100 2020-08-16 23:03:43,723 - mmaction - INFO - Epoch [56][1120/2505] lr: 3.750e-04, eta: 23:38:13, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8625, loss_cls: 1.2831, loss: 1.2831, grad_norm: 7.8145 2020-08-16 23:03:58,432 - mmaction - INFO - Epoch [56][1140/2505] lr: 3.750e-04, eta: 23:37:57, time: 0.734, data_time: 0.002, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2623, loss: 1.2623, grad_norm: 7.9519 2020-08-16 23:04:13,485 - mmaction - INFO - Epoch [56][1160/2505] lr: 3.750e-04, eta: 23:37:42, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8703, loss_cls: 1.2320, loss: 1.2320, grad_norm: 7.9766 2020-08-16 23:04:28,655 - mmaction - INFO - Epoch [56][1180/2505] lr: 3.750e-04, eta: 23:37:26, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8839, loss_cls: 1.1647, loss: 1.1647, grad_norm: 7.6178 2020-08-16 23:04:43,613 - mmaction - INFO - Epoch [56][1200/2505] lr: 3.750e-04, eta: 23:37:11, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8771, loss_cls: 1.2229, loss: 1.2229, grad_norm: 7.6229 2020-08-16 23:04:58,886 - mmaction - INFO - Epoch [56][1220/2505] lr: 3.750e-04, eta: 23:36:56, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8635, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.3659 2020-08-16 23:05:14,248 - mmaction - INFO - Epoch [56][1240/2505] lr: 3.750e-04, eta: 23:36:40, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8896, loss_cls: 1.1980, loss: 1.1980, grad_norm: 7.7155 2020-08-16 23:05:29,833 - mmaction - INFO - Epoch [56][1260/2505] lr: 3.750e-04, eta: 23:36:25, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8870, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.8787 2020-08-16 23:05:44,656 - mmaction - INFO - Epoch [56][1280/2505] lr: 3.750e-04, eta: 23:36:10, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8792, loss_cls: 1.2158, loss: 1.2158, grad_norm: 7.9511 2020-08-16 23:05:59,578 - mmaction - INFO - Epoch [56][1300/2505] lr: 3.750e-04, eta: 23:35:54, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8932, loss_cls: 1.1603, loss: 1.1603, grad_norm: 7.7323 2020-08-16 23:06:14,459 - mmaction - INFO - Epoch [56][1320/2505] lr: 3.750e-04, eta: 23:35:39, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8771, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.9047 2020-08-16 23:06:29,969 - mmaction - INFO - Epoch [56][1340/2505] lr: 3.750e-04, eta: 23:35:24, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.8413 2020-08-16 23:06:45,539 - mmaction - INFO - Epoch [56][1360/2505] lr: 3.750e-04, eta: 23:35:09, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2742, loss: 1.2742, grad_norm: 8.0005 2020-08-16 23:07:00,690 - mmaction - INFO - Epoch [56][1380/2505] lr: 3.750e-04, eta: 23:34:53, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8818, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.0132 2020-08-16 23:07:17,361 - mmaction - INFO - Epoch [56][1400/2505] lr: 3.750e-04, eta: 23:34:39, time: 0.835, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8698, loss_cls: 1.2573, loss: 1.2573, grad_norm: 7.7896 2020-08-16 23:07:32,100 - mmaction - INFO - Epoch [56][1420/2505] lr: 3.750e-04, eta: 23:34:24, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8771, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.7913 2020-08-16 23:07:46,643 - mmaction - INFO - Epoch [56][1440/2505] lr: 3.750e-04, eta: 23:34:08, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8833, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.9962 2020-08-16 23:08:02,190 - mmaction - INFO - Epoch [56][1460/2505] lr: 3.750e-04, eta: 23:33:53, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8719, loss_cls: 1.2407, loss: 1.2407, grad_norm: 7.8375 2020-08-16 23:08:17,880 - mmaction - INFO - Epoch [56][1480/2505] lr: 3.750e-04, eta: 23:33:38, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.2371, loss: 1.2371, grad_norm: 7.9183 2020-08-16 23:08:32,820 - mmaction - INFO - Epoch [56][1500/2505] lr: 3.750e-04, eta: 23:33:22, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8724, loss_cls: 1.2373, loss: 1.2373, grad_norm: 7.6817 2020-08-16 23:08:49,124 - mmaction - INFO - Epoch [56][1520/2505] lr: 3.750e-04, eta: 23:33:08, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8677, loss_cls: 1.2519, loss: 1.2519, grad_norm: 7.7869 2020-08-16 23:09:03,839 - mmaction - INFO - Epoch [56][1540/2505] lr: 3.750e-04, eta: 23:32:52, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8786, loss_cls: 1.2984, loss: 1.2984, grad_norm: 8.0036 2020-08-16 23:09:18,942 - mmaction - INFO - Epoch [56][1560/2505] lr: 3.750e-04, eta: 23:32:37, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8729, loss_cls: 1.2694, loss: 1.2694, grad_norm: 8.0434 2020-08-16 23:09:33,941 - mmaction - INFO - Epoch [56][1580/2505] lr: 3.750e-04, eta: 23:32:22, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8839, loss_cls: 1.1511, loss: 1.1511, grad_norm: 7.4996 2020-08-16 23:09:49,198 - mmaction - INFO - Epoch [56][1600/2505] lr: 3.750e-04, eta: 23:32:06, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8865, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.7913 2020-08-16 23:10:04,256 - mmaction - INFO - Epoch [56][1620/2505] lr: 3.750e-04, eta: 23:31:51, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8625, loss_cls: 1.2699, loss: 1.2699, grad_norm: 7.7540 2020-08-16 23:10:20,173 - mmaction - INFO - Epoch [56][1640/2505] lr: 3.750e-04, eta: 23:31:36, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8766, loss_cls: 1.2059, loss: 1.2059, grad_norm: 7.9951 2020-08-16 23:10:35,151 - mmaction - INFO - Epoch [56][1660/2505] lr: 3.750e-04, eta: 23:31:21, time: 0.747, data_time: 0.003, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8818, loss_cls: 1.1832, loss: 1.1832, grad_norm: 7.5170 2020-08-16 23:10:49,930 - mmaction - INFO - Epoch [56][1680/2505] lr: 3.750e-04, eta: 23:31:05, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8958, loss_cls: 1.1483, loss: 1.1483, grad_norm: 7.6808 2020-08-16 23:11:06,303 - mmaction - INFO - Epoch [56][1700/2505] lr: 3.750e-04, eta: 23:30:51, time: 0.817, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8740, loss_cls: 1.2084, loss: 1.2084, grad_norm: 7.8712 2020-08-16 23:11:20,376 - mmaction - INFO - Epoch [56][1720/2505] lr: 3.750e-04, eta: 23:30:35, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8724, loss_cls: 1.2532, loss: 1.2532, grad_norm: 8.0159 2020-08-16 23:11:35,464 - mmaction - INFO - Epoch [56][1740/2505] lr: 3.750e-04, eta: 23:30:19, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8818, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.8581 2020-08-16 23:11:50,575 - mmaction - INFO - Epoch [56][1760/2505] lr: 3.750e-04, eta: 23:30:04, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8786, loss_cls: 1.2333, loss: 1.2333, grad_norm: 7.9637 2020-08-16 23:12:06,210 - mmaction - INFO - Epoch [56][1780/2505] lr: 3.750e-04, eta: 23:29:49, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2971, loss: 1.2971, grad_norm: 8.0898 2020-08-16 23:12:21,165 - mmaction - INFO - Epoch [56][1800/2505] lr: 3.750e-04, eta: 23:29:33, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8740, loss_cls: 1.2341, loss: 1.2341, grad_norm: 7.7845 2020-08-16 23:12:38,049 - mmaction - INFO - Epoch [56][1820/2505] lr: 3.750e-04, eta: 23:29:19, time: 0.842, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8583, loss_cls: 1.2687, loss: 1.2687, grad_norm: 7.9353 2020-08-16 23:12:52,048 - mmaction - INFO - Epoch [56][1840/2505] lr: 3.750e-04, eta: 23:29:03, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8719, loss_cls: 1.2658, loss: 1.2658, grad_norm: 8.0823 2020-08-16 23:13:07,358 - mmaction - INFO - Epoch [56][1860/2505] lr: 3.750e-04, eta: 23:28:48, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2718, loss: 1.2718, grad_norm: 7.9262 2020-08-16 23:13:22,423 - mmaction - INFO - Epoch [56][1880/2505] lr: 3.750e-04, eta: 23:28:33, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8667, loss_cls: 1.2694, loss: 1.2694, grad_norm: 8.0352 2020-08-16 23:13:37,716 - mmaction - INFO - Epoch [56][1900/2505] lr: 3.750e-04, eta: 23:28:17, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8802, loss_cls: 1.2482, loss: 1.2482, grad_norm: 7.8690 2020-08-16 23:13:52,882 - mmaction - INFO - Epoch [56][1920/2505] lr: 3.750e-04, eta: 23:28:02, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8740, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.0386 2020-08-16 23:14:07,976 - mmaction - INFO - Epoch [56][1940/2505] lr: 3.750e-04, eta: 23:27:47, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8854, loss_cls: 1.2137, loss: 1.2137, grad_norm: 7.7848 2020-08-16 23:14:23,379 - mmaction - INFO - Epoch [56][1960/2505] lr: 3.750e-04, eta: 23:27:32, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8719, loss_cls: 1.2395, loss: 1.2395, grad_norm: 7.9345 2020-08-16 23:14:40,057 - mmaction - INFO - Epoch [56][1980/2505] lr: 3.750e-04, eta: 23:27:17, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8609, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.0778 2020-08-16 23:14:54,607 - mmaction - INFO - Epoch [56][2000/2505] lr: 3.750e-04, eta: 23:27:02, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.1989, loss: 1.1989, grad_norm: 7.7053 2020-08-16 23:15:09,956 - mmaction - INFO - Epoch [56][2020/2505] lr: 3.750e-04, eta: 23:26:47, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8911, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.9046 2020-08-16 23:15:24,552 - mmaction - INFO - Epoch [56][2040/2505] lr: 3.750e-04, eta: 23:26:31, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8807, loss_cls: 1.2143, loss: 1.2143, grad_norm: 7.8548 2020-08-16 23:15:40,782 - mmaction - INFO - Epoch [56][2060/2505] lr: 3.750e-04, eta: 23:26:16, time: 0.810, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8620, loss_cls: 1.3027, loss: 1.3027, grad_norm: 7.9606 2020-08-16 23:15:55,751 - mmaction - INFO - Epoch [56][2080/2505] lr: 3.750e-04, eta: 23:26:01, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8693, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.0344 2020-08-16 23:16:11,754 - mmaction - INFO - Epoch [56][2100/2505] lr: 3.750e-04, eta: 23:25:46, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8844, loss_cls: 1.1412, loss: 1.1412, grad_norm: 7.7024 2020-08-16 23:16:26,552 - mmaction - INFO - Epoch [56][2120/2505] lr: 3.750e-04, eta: 23:25:31, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.6933 2020-08-16 23:16:41,666 - mmaction - INFO - Epoch [56][2140/2505] lr: 3.750e-04, eta: 23:25:15, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2096, loss: 1.2096, grad_norm: 7.8715 2020-08-16 23:16:57,581 - mmaction - INFO - Epoch [56][2160/2505] lr: 3.750e-04, eta: 23:25:00, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8750, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.0903 2020-08-16 23:17:12,255 - mmaction - INFO - Epoch [56][2180/2505] lr: 3.750e-04, eta: 23:24:45, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8823, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.8142 2020-08-16 23:17:27,914 - mmaction - INFO - Epoch [56][2200/2505] lr: 3.750e-04, eta: 23:24:30, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8766, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.8132 2020-08-16 23:17:42,709 - mmaction - INFO - Epoch [56][2220/2505] lr: 3.750e-04, eta: 23:24:14, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2485, loss: 1.2485, grad_norm: 8.2090 2020-08-16 23:17:58,225 - mmaction - INFO - Epoch [56][2240/2505] lr: 3.750e-04, eta: 23:23:59, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8672, loss_cls: 1.2340, loss: 1.2340, grad_norm: 7.9213 2020-08-16 23:18:12,900 - mmaction - INFO - Epoch [56][2260/2505] lr: 3.750e-04, eta: 23:23:44, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2333, loss: 1.2333, grad_norm: 7.8431 2020-08-16 23:18:28,230 - mmaction - INFO - Epoch [56][2280/2505] lr: 3.750e-04, eta: 23:23:28, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8729, loss_cls: 1.2446, loss: 1.2446, grad_norm: 7.9249 2020-08-16 23:18:43,685 - mmaction - INFO - Epoch [56][2300/2505] lr: 3.750e-04, eta: 23:23:13, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8771, loss_cls: 1.2445, loss: 1.2445, grad_norm: 7.8691 2020-08-16 23:18:59,499 - mmaction - INFO - Epoch [56][2320/2505] lr: 3.750e-04, eta: 23:22:58, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8646, loss_cls: 1.2555, loss: 1.2555, grad_norm: 7.8587 2020-08-16 23:19:14,263 - mmaction - INFO - Epoch [56][2340/2505] lr: 3.750e-04, eta: 23:22:43, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8760, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.9806 2020-08-16 23:19:29,598 - mmaction - INFO - Epoch [56][2360/2505] lr: 3.750e-04, eta: 23:22:28, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8714, loss_cls: 1.2476, loss: 1.2476, grad_norm: 8.1836 2020-08-16 23:19:45,961 - mmaction - INFO - Epoch [56][2380/2505] lr: 3.750e-04, eta: 23:22:13, time: 0.816, data_time: 0.004, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.9184 2020-08-16 23:20:00,165 - mmaction - INFO - Epoch [56][2400/2505] lr: 3.750e-04, eta: 23:21:57, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8745, loss_cls: 1.2381, loss: 1.2381, grad_norm: 7.9855 2020-08-16 23:20:15,087 - mmaction - INFO - Epoch [56][2420/2505] lr: 3.750e-04, eta: 23:21:42, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8703, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.1146 2020-08-16 23:20:30,123 - mmaction - INFO - Epoch [56][2440/2505] lr: 3.750e-04, eta: 23:21:26, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2259, loss: 1.2259, grad_norm: 7.8619 2020-08-16 23:20:45,226 - mmaction - INFO - Epoch [56][2460/2505] lr: 3.750e-04, eta: 23:21:11, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.2201, loss: 1.2201, grad_norm: 7.8885 2020-08-16 23:21:01,335 - mmaction - INFO - Epoch [56][2480/2505] lr: 3.750e-04, eta: 23:20:56, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.2157, loss: 1.2157, grad_norm: 7.7594 2020-08-16 23:21:16,733 - mmaction - INFO - Epoch [56][2500/2505] lr: 3.750e-04, eta: 23:20:41, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8495, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.1889 2020-08-16 23:21:20,263 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-16 23:21:44,384 - mmaction - INFO - Epoch [57][20/2505] lr: 3.750e-04, eta: 23:20:26, time: 1.177, data_time: 0.558, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8667, loss_cls: 1.2565, loss: 1.2565, grad_norm: 7.9420 2020-08-16 23:21:57,637 - mmaction - INFO - Epoch [57][40/2505] lr: 3.750e-04, eta: 23:20:09, time: 0.663, data_time: 0.003, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8703, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.9490 2020-08-16 23:22:12,079 - mmaction - INFO - Epoch [57][60/2505] lr: 3.750e-04, eta: 23:19:53, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8849, loss_cls: 1.1850, loss: 1.1850, grad_norm: 7.4966 2020-08-16 23:22:27,422 - mmaction - INFO - Epoch [57][80/2505] lr: 3.750e-04, eta: 23:19:38, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8813, loss_cls: 1.2035, loss: 1.2035, grad_norm: 7.7779 2020-08-16 23:22:42,726 - mmaction - INFO - Epoch [57][100/2505] lr: 3.750e-04, eta: 23:19:23, time: 0.766, data_time: 0.002, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8786, loss_cls: 1.1686, loss: 1.1686, grad_norm: 7.4792 2020-08-16 23:22:57,466 - mmaction - INFO - Epoch [57][120/2505] lr: 3.750e-04, eta: 23:19:07, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8854, loss_cls: 1.2109, loss: 1.2109, grad_norm: 7.8272 2020-08-16 23:23:13,460 - mmaction - INFO - Epoch [57][140/2505] lr: 3.750e-04, eta: 23:18:52, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8755, loss_cls: 1.2622, loss: 1.2622, grad_norm: 7.9707 2020-08-16 23:23:28,537 - mmaction - INFO - Epoch [57][160/2505] lr: 3.750e-04, eta: 23:18:37, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8849, loss_cls: 1.2251, loss: 1.2251, grad_norm: 7.8913 2020-08-16 23:23:43,438 - mmaction - INFO - Epoch [57][180/2505] lr: 3.750e-04, eta: 23:18:21, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8839, loss_cls: 1.1856, loss: 1.1856, grad_norm: 7.8501 2020-08-16 23:23:58,896 - mmaction - INFO - Epoch [57][200/2505] lr: 3.750e-04, eta: 23:18:06, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8818, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.6486 2020-08-16 23:24:13,718 - mmaction - INFO - Epoch [57][220/2505] lr: 3.750e-04, eta: 23:17:51, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8776, loss_cls: 1.2459, loss: 1.2459, grad_norm: 7.9192 2020-08-16 23:24:28,955 - mmaction - INFO - Epoch [57][240/2505] lr: 3.750e-04, eta: 23:17:35, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8568, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.2790 2020-08-16 23:24:45,649 - mmaction - INFO - Epoch [57][260/2505] lr: 3.750e-04, eta: 23:17:21, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8807, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.7481 2020-08-16 23:24:59,520 - mmaction - INFO - Epoch [57][280/2505] lr: 3.750e-04, eta: 23:17:05, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8714, loss_cls: 1.2513, loss: 1.2513, grad_norm: 7.9325 2020-08-16 23:25:14,497 - mmaction - INFO - Epoch [57][300/2505] lr: 3.750e-04, eta: 23:16:49, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1993, loss: 1.1993, grad_norm: 7.8010 2020-08-16 23:25:30,037 - mmaction - INFO - Epoch [57][320/2505] lr: 3.750e-04, eta: 23:16:34, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8771, loss_cls: 1.2355, loss: 1.2355, grad_norm: 7.8066 2020-08-16 23:25:45,764 - mmaction - INFO - Epoch [57][340/2505] lr: 3.750e-04, eta: 23:16:20, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8667, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.9767 2020-08-16 23:26:00,762 - mmaction - INFO - Epoch [57][360/2505] lr: 3.750e-04, eta: 23:16:04, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8760, loss_cls: 1.2397, loss: 1.2397, grad_norm: 7.9034 2020-08-16 23:26:15,179 - mmaction - INFO - Epoch [57][380/2505] lr: 3.750e-04, eta: 23:15:48, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2373, loss: 1.2373, grad_norm: 7.7885 2020-08-16 23:26:30,560 - mmaction - INFO - Epoch [57][400/2505] lr: 3.750e-04, eta: 23:15:33, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8849, loss_cls: 1.1810, loss: 1.1810, grad_norm: 7.5922 2020-08-16 23:26:45,515 - mmaction - INFO - Epoch [57][420/2505] lr: 3.750e-04, eta: 23:15:18, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8740, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.7556 2020-08-16 23:27:00,534 - mmaction - INFO - Epoch [57][440/2505] lr: 3.750e-04, eta: 23:15:02, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8677, loss_cls: 1.2834, loss: 1.2834, grad_norm: 7.8697 2020-08-16 23:27:16,509 - mmaction - INFO - Epoch [57][460/2505] lr: 3.750e-04, eta: 23:14:48, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8812, loss_cls: 1.2279, loss: 1.2279, grad_norm: 7.8616 2020-08-16 23:27:30,608 - mmaction - INFO - Epoch [57][480/2505] lr: 3.750e-04, eta: 23:14:31, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.7908 2020-08-16 23:27:45,303 - mmaction - INFO - Epoch [57][500/2505] lr: 3.750e-04, eta: 23:14:16, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8693, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.0974 2020-08-16 23:28:01,230 - mmaction - INFO - Epoch [57][520/2505] lr: 3.750e-04, eta: 23:14:01, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1689, loss: 1.1689, grad_norm: 7.6320 2020-08-16 23:28:16,111 - mmaction - INFO - Epoch [57][540/2505] lr: 3.750e-04, eta: 23:13:45, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8802, loss_cls: 1.2411, loss: 1.2411, grad_norm: 7.8924 2020-08-16 23:28:30,757 - mmaction - INFO - Epoch [57][560/2505] lr: 3.750e-04, eta: 23:13:30, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8672, loss_cls: 1.2788, loss: 1.2788, grad_norm: 7.8126 2020-08-16 23:28:45,879 - mmaction - INFO - Epoch [57][580/2505] lr: 3.750e-04, eta: 23:13:14, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8719, loss_cls: 1.2307, loss: 1.2307, grad_norm: 7.8483 2020-08-16 23:29:01,293 - mmaction - INFO - Epoch [57][600/2505] lr: 3.750e-04, eta: 23:12:59, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8792, loss_cls: 1.2037, loss: 1.2037, grad_norm: 7.8063 2020-08-16 23:29:16,021 - mmaction - INFO - Epoch [57][620/2505] lr: 3.750e-04, eta: 23:12:44, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8828, loss_cls: 1.1927, loss: 1.1927, grad_norm: 7.7509 2020-08-16 23:29:31,205 - mmaction - INFO - Epoch [57][640/2505] lr: 3.750e-04, eta: 23:12:28, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2092, loss: 1.2092, grad_norm: 7.6277 2020-08-16 23:29:45,893 - mmaction - INFO - Epoch [57][660/2505] lr: 3.750e-04, eta: 23:12:13, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8760, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.8282 2020-08-16 23:30:01,313 - mmaction - INFO - Epoch [57][680/2505] lr: 3.750e-04, eta: 23:11:57, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1798, loss: 1.1798, grad_norm: 7.8782 2020-08-16 23:30:16,083 - mmaction - INFO - Epoch [57][700/2505] lr: 3.750e-04, eta: 23:11:42, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.8778 2020-08-16 23:30:31,499 - mmaction - INFO - Epoch [57][720/2505] lr: 3.750e-04, eta: 23:11:27, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8771, loss_cls: 1.2150, loss: 1.2150, grad_norm: 7.7592 2020-08-16 23:30:46,119 - mmaction - INFO - Epoch [57][740/2505] lr: 3.750e-04, eta: 23:11:11, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8776, loss_cls: 1.1958, loss: 1.1958, grad_norm: 7.7521 2020-08-16 23:31:00,923 - mmaction - INFO - Epoch [57][760/2505] lr: 3.750e-04, eta: 23:10:55, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8745, loss_cls: 1.2088, loss: 1.2088, grad_norm: 7.9097 2020-08-16 23:31:16,739 - mmaction - INFO - Epoch [57][780/2505] lr: 3.750e-04, eta: 23:10:41, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2329, loss: 1.2329, grad_norm: 7.9477 2020-08-16 23:31:31,763 - mmaction - INFO - Epoch [57][800/2505] lr: 3.750e-04, eta: 23:10:25, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8854, loss_cls: 1.2188, loss: 1.2188, grad_norm: 7.8916 2020-08-16 23:31:47,230 - mmaction - INFO - Epoch [57][820/2505] lr: 3.750e-04, eta: 23:10:10, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8656, loss_cls: 1.2586, loss: 1.2586, grad_norm: 7.8746 2020-08-16 23:32:02,902 - mmaction - INFO - Epoch [57][840/2505] lr: 3.750e-04, eta: 23:09:55, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8786, loss_cls: 1.1837, loss: 1.1837, grad_norm: 7.6786 2020-08-16 23:32:17,046 - mmaction - INFO - Epoch [57][860/2505] lr: 3.750e-04, eta: 23:09:39, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8698, loss_cls: 1.2522, loss: 1.2522, grad_norm: 7.9341 2020-08-16 23:32:31,686 - mmaction - INFO - Epoch [57][880/2505] lr: 3.750e-04, eta: 23:09:23, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8708, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.9514 2020-08-16 23:32:46,585 - mmaction - INFO - Epoch [57][900/2505] lr: 3.750e-04, eta: 23:09:08, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8687, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.0242 2020-08-16 23:33:01,658 - mmaction - INFO - Epoch [57][920/2505] lr: 3.750e-04, eta: 23:08:52, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8859, loss_cls: 1.1866, loss: 1.1866, grad_norm: 7.6867 2020-08-16 23:33:17,300 - mmaction - INFO - Epoch [57][940/2505] lr: 3.750e-04, eta: 23:08:37, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8729, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.9548 2020-08-16 23:33:31,887 - mmaction - INFO - Epoch [57][960/2505] lr: 3.750e-04, eta: 23:08:22, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8667, loss_cls: 1.2506, loss: 1.2506, grad_norm: 7.9468 2020-08-16 23:33:47,149 - mmaction - INFO - Epoch [57][980/2505] lr: 3.750e-04, eta: 23:08:06, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8786, loss_cls: 1.2351, loss: 1.2351, grad_norm: 8.1228 2020-08-16 23:34:02,543 - mmaction - INFO - Epoch [57][1000/2505] lr: 3.750e-04, eta: 23:07:51, time: 0.768, data_time: 0.003, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8583, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.0582 2020-08-16 23:34:17,162 - mmaction - INFO - Epoch [57][1020/2505] lr: 3.750e-04, eta: 23:07:36, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8745, loss_cls: 1.2396, loss: 1.2396, grad_norm: 7.8354 2020-08-16 23:34:33,132 - mmaction - INFO - Epoch [57][1040/2505] lr: 3.750e-04, eta: 23:07:21, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8750, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.9844 2020-08-16 23:34:47,580 - mmaction - INFO - Epoch [57][1060/2505] lr: 3.750e-04, eta: 23:07:05, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.7692 2020-08-16 23:35:02,196 - mmaction - INFO - Epoch [57][1080/2505] lr: 3.750e-04, eta: 23:06:49, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8823, loss_cls: 1.2126, loss: 1.2126, grad_norm: 7.8608 2020-08-16 23:35:17,008 - mmaction - INFO - Epoch [57][1100/2505] lr: 3.750e-04, eta: 23:06:34, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2386, loss: 1.2386, grad_norm: 8.0615 2020-08-16 23:35:32,474 - mmaction - INFO - Epoch [57][1120/2505] lr: 3.750e-04, eta: 23:06:19, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8693, loss_cls: 1.2771, loss: 1.2771, grad_norm: 7.8068 2020-08-16 23:35:47,473 - mmaction - INFO - Epoch [57][1140/2505] lr: 3.750e-04, eta: 23:06:03, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.9189 2020-08-16 23:36:02,624 - mmaction - INFO - Epoch [57][1160/2505] lr: 3.750e-04, eta: 23:05:48, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8698, loss_cls: 1.2411, loss: 1.2411, grad_norm: 7.8578 2020-08-16 23:36:17,815 - mmaction - INFO - Epoch [57][1180/2505] lr: 3.750e-04, eta: 23:05:33, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8719, loss_cls: 1.2355, loss: 1.2355, grad_norm: 7.8790 2020-08-16 23:36:33,522 - mmaction - INFO - Epoch [57][1200/2505] lr: 3.750e-04, eta: 23:05:18, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8708, loss_cls: 1.2225, loss: 1.2225, grad_norm: 7.9542 2020-08-16 23:36:48,327 - mmaction - INFO - Epoch [57][1220/2505] lr: 3.750e-04, eta: 23:05:02, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8792, loss_cls: 1.1747, loss: 1.1747, grad_norm: 7.6800 2020-08-16 23:37:03,597 - mmaction - INFO - Epoch [57][1240/2505] lr: 3.750e-04, eta: 23:04:47, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8844, loss_cls: 1.1809, loss: 1.1809, grad_norm: 7.8244 2020-08-16 23:37:18,018 - mmaction - INFO - Epoch [57][1260/2505] lr: 3.750e-04, eta: 23:04:31, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8703, loss_cls: 1.2542, loss: 1.2542, grad_norm: 7.9776 2020-08-16 23:37:33,680 - mmaction - INFO - Epoch [57][1280/2505] lr: 3.750e-04, eta: 23:04:16, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.7390 2020-08-16 23:37:48,089 - mmaction - INFO - Epoch [57][1300/2505] lr: 3.750e-04, eta: 23:04:00, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8724, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.0368 2020-08-16 23:38:02,548 - mmaction - INFO - Epoch [57][1320/2505] lr: 3.750e-04, eta: 23:03:44, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8708, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.7962 2020-08-16 23:38:17,621 - mmaction - INFO - Epoch [57][1340/2505] lr: 3.750e-04, eta: 23:03:29, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8802, loss_cls: 1.2353, loss: 1.2353, grad_norm: 7.9995 2020-08-16 23:38:32,483 - mmaction - INFO - Epoch [57][1360/2505] lr: 3.750e-04, eta: 23:03:13, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.0279 2020-08-16 23:38:47,639 - mmaction - INFO - Epoch [57][1380/2505] lr: 3.750e-04, eta: 23:02:58, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8698, loss_cls: 1.2277, loss: 1.2277, grad_norm: 7.8311 2020-08-16 23:39:03,110 - mmaction - INFO - Epoch [57][1400/2505] lr: 3.750e-04, eta: 23:02:43, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8667, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.8407 2020-08-16 23:39:17,487 - mmaction - INFO - Epoch [57][1420/2505] lr: 3.750e-04, eta: 23:02:27, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8802, loss_cls: 1.2175, loss: 1.2175, grad_norm: 7.8492 2020-08-16 23:39:32,526 - mmaction - INFO - Epoch [57][1440/2505] lr: 3.750e-04, eta: 23:02:12, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8677, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.1021 2020-08-16 23:39:46,827 - mmaction - INFO - Epoch [57][1460/2505] lr: 3.750e-04, eta: 23:01:56, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8823, loss_cls: 1.1647, loss: 1.1647, grad_norm: 7.5831 2020-08-16 23:40:02,994 - mmaction - INFO - Epoch [57][1480/2505] lr: 3.750e-04, eta: 23:01:41, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8844, loss_cls: 1.1838, loss: 1.1838, grad_norm: 7.8618 2020-08-16 23:40:18,225 - mmaction - INFO - Epoch [57][1500/2505] lr: 3.750e-04, eta: 23:01:26, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.1888, loss: 1.1888, grad_norm: 7.8546 2020-08-16 23:40:32,363 - mmaction - INFO - Epoch [57][1520/2505] lr: 3.750e-04, eta: 23:01:10, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8823, loss_cls: 1.2212, loss: 1.2212, grad_norm: 7.9114 2020-08-16 23:40:48,040 - mmaction - INFO - Epoch [57][1540/2505] lr: 3.750e-04, eta: 23:00:55, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8781, loss_cls: 1.2242, loss: 1.2242, grad_norm: 7.9593 2020-08-16 23:41:03,377 - mmaction - INFO - Epoch [57][1560/2505] lr: 3.750e-04, eta: 23:00:40, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8651, loss_cls: 1.2696, loss: 1.2696, grad_norm: 7.8991 2020-08-16 23:41:19,061 - mmaction - INFO - Epoch [57][1580/2505] lr: 3.750e-04, eta: 23:00:25, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8766, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.7528 2020-08-16 23:41:32,906 - mmaction - INFO - Epoch [57][1600/2505] lr: 3.750e-04, eta: 23:00:08, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8849, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.8537 2020-08-16 23:41:47,405 - mmaction - INFO - Epoch [57][1620/2505] lr: 3.750e-04, eta: 22:59:53, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8818, loss_cls: 1.1898, loss: 1.1898, grad_norm: 7.6310 2020-08-16 23:42:02,410 - mmaction - INFO - Epoch [57][1640/2505] lr: 3.750e-04, eta: 22:59:37, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8682, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.0024 2020-08-16 23:42:17,846 - mmaction - INFO - Epoch [57][1660/2505] lr: 3.750e-04, eta: 22:59:22, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8661, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.1951 2020-08-16 23:42:32,252 - mmaction - INFO - Epoch [57][1680/2505] lr: 3.750e-04, eta: 22:59:06, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8771, loss_cls: 1.2236, loss: 1.2236, grad_norm: 7.9907 2020-08-16 23:42:47,593 - mmaction - INFO - Epoch [57][1700/2505] lr: 3.750e-04, eta: 22:58:51, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8630, loss_cls: 1.2481, loss: 1.2481, grad_norm: 7.8854 2020-08-16 23:43:02,385 - mmaction - INFO - Epoch [57][1720/2505] lr: 3.750e-04, eta: 22:58:35, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8839, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.7765 2020-08-16 23:43:16,854 - mmaction - INFO - Epoch [57][1740/2505] lr: 3.750e-04, eta: 22:58:20, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8745, loss_cls: 1.2439, loss: 1.2439, grad_norm: 7.9892 2020-08-16 23:43:32,477 - mmaction - INFO - Epoch [57][1760/2505] lr: 3.750e-04, eta: 22:58:05, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8792, loss_cls: 1.2126, loss: 1.2126, grad_norm: 7.9491 2020-08-16 23:43:46,663 - mmaction - INFO - Epoch [57][1780/2505] lr: 3.750e-04, eta: 22:57:49, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8896, loss_cls: 1.1398, loss: 1.1398, grad_norm: 7.8311 2020-08-16 23:44:02,517 - mmaction - INFO - Epoch [57][1800/2505] lr: 3.750e-04, eta: 22:57:34, time: 0.793, data_time: 0.003, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8802, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.0186 2020-08-16 23:44:17,092 - mmaction - INFO - Epoch [57][1820/2505] lr: 3.750e-04, eta: 22:57:18, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8807, loss_cls: 1.1673, loss: 1.1673, grad_norm: 7.9454 2020-08-16 23:44:32,422 - mmaction - INFO - Epoch [57][1840/2505] lr: 3.750e-04, eta: 22:57:03, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8667, loss_cls: 1.3001, loss: 1.3001, grad_norm: 8.1821 2020-08-16 23:44:47,404 - mmaction - INFO - Epoch [57][1860/2505] lr: 3.750e-04, eta: 22:56:47, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.7283 2020-08-16 23:45:02,401 - mmaction - INFO - Epoch [57][1880/2505] lr: 3.750e-04, eta: 22:56:32, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8792, loss_cls: 1.2030, loss: 1.2030, grad_norm: 8.0453 2020-08-16 23:45:16,833 - mmaction - INFO - Epoch [57][1900/2505] lr: 3.750e-04, eta: 22:56:16, time: 0.721, data_time: 0.003, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8703, loss_cls: 1.2704, loss: 1.2704, grad_norm: 7.9699 2020-08-16 23:45:32,571 - mmaction - INFO - Epoch [57][1920/2505] lr: 3.750e-04, eta: 22:56:01, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8698, loss_cls: 1.2701, loss: 1.2701, grad_norm: 8.2323 2020-08-16 23:45:46,569 - mmaction - INFO - Epoch [57][1940/2505] lr: 3.750e-04, eta: 22:55:45, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8906, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.1581 2020-08-16 23:46:01,314 - mmaction - INFO - Epoch [57][1960/2505] lr: 3.750e-04, eta: 22:55:29, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8818, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.0860 2020-08-16 23:46:16,724 - mmaction - INFO - Epoch [57][1980/2505] lr: 3.750e-04, eta: 22:55:14, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8833, loss_cls: 1.1719, loss: 1.1719, grad_norm: 7.8224 2020-08-16 23:46:31,242 - mmaction - INFO - Epoch [57][2000/2505] lr: 3.750e-04, eta: 22:54:58, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8656, loss_cls: 1.2713, loss: 1.2713, grad_norm: 8.2329 2020-08-16 23:46:47,002 - mmaction - INFO - Epoch [57][2020/2505] lr: 3.750e-04, eta: 22:54:44, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2404, loss: 1.2404, grad_norm: 7.9815 2020-08-16 23:47:01,525 - mmaction - INFO - Epoch [57][2040/2505] lr: 3.750e-04, eta: 22:54:28, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.1807, loss: 1.1807, grad_norm: 7.8461 2020-08-16 23:47:17,199 - mmaction - INFO - Epoch [57][2060/2505] lr: 3.750e-04, eta: 22:54:13, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2254, loss: 1.2254, grad_norm: 7.9330 2020-08-16 23:47:31,337 - mmaction - INFO - Epoch [57][2080/2505] lr: 3.750e-04, eta: 22:53:57, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.9710 2020-08-16 23:47:46,965 - mmaction - INFO - Epoch [57][2100/2505] lr: 3.750e-04, eta: 22:53:42, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8865, loss_cls: 1.1649, loss: 1.1649, grad_norm: 7.6999 2020-08-16 23:48:01,937 - mmaction - INFO - Epoch [57][2120/2505] lr: 3.750e-04, eta: 22:53:26, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8875, loss_cls: 1.1651, loss: 1.1651, grad_norm: 7.7670 2020-08-16 23:48:16,673 - mmaction - INFO - Epoch [57][2140/2505] lr: 3.750e-04, eta: 22:53:11, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.0960 2020-08-16 23:48:31,348 - mmaction - INFO - Epoch [57][2160/2505] lr: 3.750e-04, eta: 22:52:55, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8776, loss_cls: 1.1941, loss: 1.1941, grad_norm: 7.7119 2020-08-16 23:48:47,047 - mmaction - INFO - Epoch [57][2180/2505] lr: 3.750e-04, eta: 22:52:40, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.9786 2020-08-16 23:49:01,965 - mmaction - INFO - Epoch [57][2200/2505] lr: 3.750e-04, eta: 22:52:25, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8807, loss_cls: 1.2347, loss: 1.2347, grad_norm: 7.7975 2020-08-16 23:49:17,532 - mmaction - INFO - Epoch [57][2220/2505] lr: 3.750e-04, eta: 22:52:10, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8724, loss_cls: 1.2576, loss: 1.2576, grad_norm: 7.9035 2020-08-16 23:49:31,459 - mmaction - INFO - Epoch [57][2240/2505] lr: 3.750e-04, eta: 22:51:53, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8755, loss_cls: 1.2431, loss: 1.2431, grad_norm: 8.0391 2020-08-16 23:49:46,355 - mmaction - INFO - Epoch [57][2260/2505] lr: 3.750e-04, eta: 22:51:38, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8688, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.2933 2020-08-16 23:50:00,691 - mmaction - INFO - Epoch [57][2280/2505] lr: 3.750e-04, eta: 22:51:22, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.8532 2020-08-16 23:50:15,358 - mmaction - INFO - Epoch [57][2300/2505] lr: 3.750e-04, eta: 22:51:06, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8646, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.2704 2020-08-16 23:50:30,167 - mmaction - INFO - Epoch [57][2320/2505] lr: 3.750e-04, eta: 22:50:51, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8766, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.6063 2020-08-16 23:50:45,949 - mmaction - INFO - Epoch [57][2340/2505] lr: 3.750e-04, eta: 22:50:36, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8698, loss_cls: 1.2921, loss: 1.2921, grad_norm: 8.1438 2020-08-16 23:51:00,671 - mmaction - INFO - Epoch [57][2360/2505] lr: 3.750e-04, eta: 22:50:20, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2207, loss: 1.2207, grad_norm: 7.9396 2020-08-16 23:51:16,027 - mmaction - INFO - Epoch [57][2380/2505] lr: 3.750e-04, eta: 22:50:05, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8776, loss_cls: 1.2081, loss: 1.2081, grad_norm: 7.8254 2020-08-16 23:51:31,014 - mmaction - INFO - Epoch [57][2400/2505] lr: 3.750e-04, eta: 22:49:50, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8734, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.8313 2020-08-16 23:51:46,035 - mmaction - INFO - Epoch [57][2420/2505] lr: 3.750e-04, eta: 22:49:34, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8771, loss_cls: 1.2338, loss: 1.2338, grad_norm: 8.0691 2020-08-16 23:52:00,419 - mmaction - INFO - Epoch [57][2440/2505] lr: 3.750e-04, eta: 22:49:18, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8755, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.0441 2020-08-16 23:52:15,486 - mmaction - INFO - Epoch [57][2460/2505] lr: 3.750e-04, eta: 22:49:03, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8682, loss_cls: 1.2584, loss: 1.2584, grad_norm: 7.9455 2020-08-16 23:52:30,066 - mmaction - INFO - Epoch [57][2480/2505] lr: 3.750e-04, eta: 22:48:47, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.2547, loss: 1.2547, grad_norm: 8.0090 2020-08-16 23:52:45,310 - mmaction - INFO - Epoch [57][2500/2505] lr: 3.750e-04, eta: 22:48:32, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8625, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.9448 2020-08-16 23:52:48,941 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-08-16 23:53:09,665 - mmaction - INFO - Epoch [58][20/2505] lr: 3.750e-04, eta: 22:48:14, time: 1.011, data_time: 0.393, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8854, loss_cls: 1.2132, loss: 1.2132, grad_norm: 8.0441 2020-08-16 23:53:25,259 - mmaction - INFO - Epoch [58][40/2505] lr: 3.750e-04, eta: 22:47:59, time: 0.778, data_time: 0.003, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8755, loss_cls: 1.2219, loss: 1.2219, grad_norm: 7.9405 2020-08-16 23:53:38,457 - mmaction - INFO - Epoch [58][60/2505] lr: 3.750e-04, eta: 22:47:42, time: 0.660, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8703, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.0332 2020-08-16 23:53:54,665 - mmaction - INFO - Epoch [58][80/2505] lr: 3.750e-04, eta: 22:47:27, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.0582 2020-08-16 23:54:08,538 - mmaction - INFO - Epoch [58][100/2505] lr: 3.750e-04, eta: 22:47:11, time: 0.694, data_time: 0.004, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8641, loss_cls: 1.2662, loss: 1.2662, grad_norm: 8.0368 2020-08-16 23:54:23,309 - mmaction - INFO - Epoch [58][120/2505] lr: 3.750e-04, eta: 22:46:56, time: 0.739, data_time: 0.002, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8865, loss_cls: 1.1871, loss: 1.1871, grad_norm: 7.8715 2020-08-16 23:54:39,103 - mmaction - INFO - Epoch [58][140/2505] lr: 3.750e-04, eta: 22:46:41, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.7293 2020-08-16 23:54:53,089 - mmaction - INFO - Epoch [58][160/2505] lr: 3.750e-04, eta: 22:46:25, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8849, loss_cls: 1.2126, loss: 1.2126, grad_norm: 7.9045 2020-08-16 23:55:07,560 - mmaction - INFO - Epoch [58][180/2505] lr: 3.750e-04, eta: 22:46:09, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8688, loss_cls: 1.2352, loss: 1.2352, grad_norm: 7.7705 2020-08-16 23:55:22,828 - mmaction - INFO - Epoch [58][200/2505] lr: 3.750e-04, eta: 22:45:54, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8734, loss_cls: 1.2417, loss: 1.2417, grad_norm: 7.9042 2020-08-16 23:55:37,624 - mmaction - INFO - Epoch [58][220/2505] lr: 3.750e-04, eta: 22:45:38, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8818, loss_cls: 1.2072, loss: 1.2072, grad_norm: 7.8961 2020-08-16 23:55:53,038 - mmaction - INFO - Epoch [58][240/2505] lr: 3.750e-04, eta: 22:45:23, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8677, loss_cls: 1.2353, loss: 1.2353, grad_norm: 7.8616 2020-08-16 23:56:07,194 - mmaction - INFO - Epoch [58][260/2505] lr: 3.750e-04, eta: 22:45:07, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8698, loss_cls: 1.2232, loss: 1.2232, grad_norm: 7.7649 2020-08-16 23:56:22,570 - mmaction - INFO - Epoch [58][280/2505] lr: 3.750e-04, eta: 22:44:52, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8812, loss_cls: 1.1833, loss: 1.1833, grad_norm: 7.7289 2020-08-16 23:56:36,683 - mmaction - INFO - Epoch [58][300/2505] lr: 3.750e-04, eta: 22:44:36, time: 0.705, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8906, loss_cls: 1.1595, loss: 1.1595, grad_norm: 7.7554 2020-08-16 23:56:51,962 - mmaction - INFO - Epoch [58][320/2505] lr: 3.750e-04, eta: 22:44:20, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.1836 2020-08-16 23:57:07,022 - mmaction - INFO - Epoch [58][340/2505] lr: 3.750e-04, eta: 22:44:05, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8828, loss_cls: 1.1920, loss: 1.1920, grad_norm: 7.6957 2020-08-16 23:57:22,164 - mmaction - INFO - Epoch [58][360/2505] lr: 3.750e-04, eta: 22:43:50, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8708, loss_cls: 1.2040, loss: 1.2040, grad_norm: 7.8965 2020-08-16 23:57:36,621 - mmaction - INFO - Epoch [58][380/2505] lr: 3.750e-04, eta: 22:43:34, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8807, loss_cls: 1.2121, loss: 1.2121, grad_norm: 7.9336 2020-08-16 23:57:51,305 - mmaction - INFO - Epoch [58][400/2505] lr: 3.750e-04, eta: 22:43:18, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8698, loss_cls: 1.2332, loss: 1.2332, grad_norm: 8.0036 2020-08-16 23:58:05,949 - mmaction - INFO - Epoch [58][420/2505] lr: 3.750e-04, eta: 22:43:02, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8745, loss_cls: 1.2279, loss: 1.2279, grad_norm: 7.9007 2020-08-16 23:58:22,503 - mmaction - INFO - Epoch [58][440/2505] lr: 3.750e-04, eta: 22:42:48, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8740, loss_cls: 1.2342, loss: 1.2342, grad_norm: 8.0394 2020-08-16 23:58:36,196 - mmaction - INFO - Epoch [58][460/2505] lr: 3.750e-04, eta: 22:42:32, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8687, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.1817 2020-08-16 23:58:52,041 - mmaction - INFO - Epoch [58][480/2505] lr: 3.750e-04, eta: 22:42:17, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8698, loss_cls: 1.2628, loss: 1.2628, grad_norm: 7.8774 2020-08-16 23:59:06,259 - mmaction - INFO - Epoch [58][500/2505] lr: 3.750e-04, eta: 22:42:01, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8797, loss_cls: 1.1919, loss: 1.1919, grad_norm: 7.7828 2020-08-16 23:59:21,475 - mmaction - INFO - Epoch [58][520/2505] lr: 3.750e-04, eta: 22:41:46, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8812, loss_cls: 1.1859, loss: 1.1859, grad_norm: 7.7476 2020-08-16 23:59:35,901 - mmaction - INFO - Epoch [58][540/2505] lr: 3.750e-04, eta: 22:41:30, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8896, loss_cls: 1.1357, loss: 1.1357, grad_norm: 7.7539 2020-08-16 23:59:51,514 - mmaction - INFO - Epoch [58][560/2505] lr: 3.750e-04, eta: 22:41:15, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8802, loss_cls: 1.2367, loss: 1.2367, grad_norm: 7.8836 2020-08-17 00:00:07,393 - mmaction - INFO - Epoch [58][580/2505] lr: 3.750e-04, eta: 22:41:00, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8760, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.8912 2020-08-17 00:00:21,309 - mmaction - INFO - Epoch [58][600/2505] lr: 3.750e-04, eta: 22:40:44, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8641, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.1603 2020-08-17 00:00:36,092 - mmaction - INFO - Epoch [58][620/2505] lr: 3.750e-04, eta: 22:40:28, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8734, loss_cls: 1.2212, loss: 1.2212, grad_norm: 7.9316 2020-08-17 00:00:51,838 - mmaction - INFO - Epoch [58][640/2505] lr: 3.750e-04, eta: 22:40:13, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8693, loss_cls: 1.2702, loss: 1.2702, grad_norm: 7.9936 2020-08-17 00:01:06,296 - mmaction - INFO - Epoch [58][660/2505] lr: 3.750e-04, eta: 22:39:58, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2377, loss: 1.2377, grad_norm: 8.1217 2020-08-17 00:01:20,715 - mmaction - INFO - Epoch [58][680/2505] lr: 3.750e-04, eta: 22:39:42, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8677, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.0149 2020-08-17 00:01:35,894 - mmaction - INFO - Epoch [58][700/2505] lr: 3.750e-04, eta: 22:39:26, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8745, loss_cls: 1.2505, loss: 1.2505, grad_norm: 8.0989 2020-08-17 00:01:50,446 - mmaction - INFO - Epoch [58][720/2505] lr: 3.750e-04, eta: 22:39:11, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8687, loss_cls: 1.2335, loss: 1.2335, grad_norm: 7.8896 2020-08-17 00:02:05,245 - mmaction - INFO - Epoch [58][740/2505] lr: 3.750e-04, eta: 22:38:55, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8703, loss_cls: 1.2766, loss: 1.2766, grad_norm: 8.1354 2020-08-17 00:02:20,494 - mmaction - INFO - Epoch [58][760/2505] lr: 3.750e-04, eta: 22:38:40, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8760, loss_cls: 1.2261, loss: 1.2261, grad_norm: 8.3092 2020-08-17 00:02:34,991 - mmaction - INFO - Epoch [58][780/2505] lr: 3.750e-04, eta: 22:38:24, time: 0.726, data_time: 0.003, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8672, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.1140 2020-08-17 00:02:49,823 - mmaction - INFO - Epoch [58][800/2505] lr: 3.750e-04, eta: 22:38:08, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.9815 2020-08-17 00:03:04,320 - mmaction - INFO - Epoch [58][820/2505] lr: 3.750e-04, eta: 22:37:53, time: 0.725, data_time: 0.002, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8880, loss_cls: 1.1751, loss: 1.1751, grad_norm: 7.8152 2020-08-17 00:03:19,726 - mmaction - INFO - Epoch [58][840/2505] lr: 3.750e-04, eta: 22:37:37, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8760, loss_cls: 1.2288, loss: 1.2288, grad_norm: 8.2020 2020-08-17 00:03:34,801 - mmaction - INFO - Epoch [58][860/2505] lr: 3.750e-04, eta: 22:37:22, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8714, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.6446 2020-08-17 00:03:49,848 - mmaction - INFO - Epoch [58][880/2505] lr: 3.750e-04, eta: 22:37:07, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8714, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.0866 2020-08-17 00:04:04,110 - mmaction - INFO - Epoch [58][900/2505] lr: 3.750e-04, eta: 22:36:51, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8500, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.2352 2020-08-17 00:04:18,948 - mmaction - INFO - Epoch [58][920/2505] lr: 3.750e-04, eta: 22:36:35, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1732, loss: 1.1732, grad_norm: 7.6430 2020-08-17 00:04:33,825 - mmaction - INFO - Epoch [58][940/2505] lr: 3.750e-04, eta: 22:36:20, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8865, loss_cls: 1.1461, loss: 1.1461, grad_norm: 7.8842 2020-08-17 00:04:49,216 - mmaction - INFO - Epoch [58][960/2505] lr: 3.750e-04, eta: 22:36:05, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2522, loss: 1.2522, grad_norm: 8.1910 2020-08-17 00:05:04,459 - mmaction - INFO - Epoch [58][980/2505] lr: 3.750e-04, eta: 22:35:49, time: 0.762, data_time: 0.008, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8672, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.9234 2020-08-17 00:05:19,221 - mmaction - INFO - Epoch [58][1000/2505] lr: 3.750e-04, eta: 22:35:34, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1846, loss: 1.1846, grad_norm: 7.7929 2020-08-17 00:05:34,227 - mmaction - INFO - Epoch [58][1020/2505] lr: 3.750e-04, eta: 22:35:18, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8745, loss_cls: 1.2782, loss: 1.2782, grad_norm: 8.0425 2020-08-17 00:05:48,351 - mmaction - INFO - Epoch [58][1040/2505] lr: 3.750e-04, eta: 22:35:02, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8802, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.9499 2020-08-17 00:06:03,564 - mmaction - INFO - Epoch [58][1060/2505] lr: 3.750e-04, eta: 22:34:47, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8849, loss_cls: 1.2188, loss: 1.2188, grad_norm: 7.9407 2020-08-17 00:06:18,255 - mmaction - INFO - Epoch [58][1080/2505] lr: 3.750e-04, eta: 22:34:31, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8703, loss_cls: 1.2261, loss: 1.2261, grad_norm: 7.7958 2020-08-17 00:06:32,965 - mmaction - INFO - Epoch [58][1100/2505] lr: 3.750e-04, eta: 22:34:16, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8833, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.8541 2020-08-17 00:06:47,357 - mmaction - INFO - Epoch [58][1120/2505] lr: 3.750e-04, eta: 22:34:00, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8776, loss_cls: 1.2317, loss: 1.2317, grad_norm: 8.0870 2020-08-17 00:07:02,409 - mmaction - INFO - Epoch [58][1140/2505] lr: 3.750e-04, eta: 22:33:44, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8760, loss_cls: 1.1965, loss: 1.1965, grad_norm: 7.8464 2020-08-17 00:07:17,088 - mmaction - INFO - Epoch [58][1160/2505] lr: 3.750e-04, eta: 22:33:29, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8896, loss_cls: 1.2266, loss: 1.2266, grad_norm: 8.1132 2020-08-17 00:07:32,668 - mmaction - INFO - Epoch [58][1180/2505] lr: 3.750e-04, eta: 22:33:14, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8818, loss_cls: 1.1681, loss: 1.1681, grad_norm: 7.8674 2020-08-17 00:07:47,136 - mmaction - INFO - Epoch [58][1200/2505] lr: 3.750e-04, eta: 22:32:58, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8839, loss_cls: 1.1984, loss: 1.1984, grad_norm: 7.7520 2020-08-17 00:08:03,116 - mmaction - INFO - Epoch [58][1220/2505] lr: 3.750e-04, eta: 22:32:43, time: 0.797, data_time: 0.004, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8776, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.8698 2020-08-17 00:08:17,087 - mmaction - INFO - Epoch [58][1240/2505] lr: 3.750e-04, eta: 22:32:27, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8734, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.7835 2020-08-17 00:08:31,672 - mmaction - INFO - Epoch [58][1260/2505] lr: 3.750e-04, eta: 22:32:11, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8849, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.0799 2020-08-17 00:08:46,584 - mmaction - INFO - Epoch [58][1280/2505] lr: 3.750e-04, eta: 22:31:56, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8792, loss_cls: 1.2254, loss: 1.2254, grad_norm: 7.9413 2020-08-17 00:09:03,088 - mmaction - INFO - Epoch [58][1300/2505] lr: 3.750e-04, eta: 22:31:42, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8818, loss_cls: 1.2113, loss: 1.2113, grad_norm: 7.9973 2020-08-17 00:09:17,753 - mmaction - INFO - Epoch [58][1320/2505] lr: 3.750e-04, eta: 22:31:26, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8672, loss_cls: 1.2401, loss: 1.2401, grad_norm: 8.0880 2020-08-17 00:09:32,089 - mmaction - INFO - Epoch [58][1340/2505] lr: 3.750e-04, eta: 22:31:10, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8734, loss_cls: 1.2755, loss: 1.2755, grad_norm: 8.2612 2020-08-17 00:09:47,778 - mmaction - INFO - Epoch [58][1360/2505] lr: 3.750e-04, eta: 22:30:55, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.0547 2020-08-17 00:10:02,000 - mmaction - INFO - Epoch [58][1380/2505] lr: 3.750e-04, eta: 22:30:39, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8776, loss_cls: 1.2237, loss: 1.2237, grad_norm: 8.0473 2020-08-17 00:10:17,553 - mmaction - INFO - Epoch [58][1400/2505] lr: 3.750e-04, eta: 22:30:24, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8807, loss_cls: 1.1550, loss: 1.1550, grad_norm: 7.8318 2020-08-17 00:10:31,580 - mmaction - INFO - Epoch [58][1420/2505] lr: 3.750e-04, eta: 22:30:08, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8771, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.0867 2020-08-17 00:10:47,058 - mmaction - INFO - Epoch [58][1440/2505] lr: 3.750e-04, eta: 22:29:53, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8844, loss_cls: 1.1742, loss: 1.1742, grad_norm: 7.7067 2020-08-17 00:11:01,643 - mmaction - INFO - Epoch [58][1460/2505] lr: 3.750e-04, eta: 22:29:37, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8896, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.9929 2020-08-17 00:11:16,427 - mmaction - INFO - Epoch [58][1480/2505] lr: 3.750e-04, eta: 22:29:22, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8802, loss_cls: 1.1896, loss: 1.1896, grad_norm: 7.9802 2020-08-17 00:11:31,176 - mmaction - INFO - Epoch [58][1500/2505] lr: 3.750e-04, eta: 22:29:06, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8776, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.9878 2020-08-17 00:11:45,858 - mmaction - INFO - Epoch [58][1520/2505] lr: 3.750e-04, eta: 22:28:50, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2624, loss: 1.2624, grad_norm: 8.2294 2020-08-17 00:12:00,639 - mmaction - INFO - Epoch [58][1540/2505] lr: 3.750e-04, eta: 22:28:35, time: 0.739, data_time: 0.003, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1741, loss: 1.1741, grad_norm: 7.9278 2020-08-17 00:12:15,714 - mmaction - INFO - Epoch [58][1560/2505] lr: 3.750e-04, eta: 22:28:19, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8776, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.9952 2020-08-17 00:12:30,392 - mmaction - INFO - Epoch [58][1580/2505] lr: 3.750e-04, eta: 22:28:04, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8755, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.9471 2020-08-17 00:12:45,204 - mmaction - INFO - Epoch [58][1600/2505] lr: 3.750e-04, eta: 22:27:48, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2331, loss: 1.2331, grad_norm: 7.8587 2020-08-17 00:13:00,049 - mmaction - INFO - Epoch [58][1620/2505] lr: 3.750e-04, eta: 22:27:33, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8682, loss_cls: 1.2718, loss: 1.2718, grad_norm: 8.1774 2020-08-17 00:13:14,776 - mmaction - INFO - Epoch [58][1640/2505] lr: 3.750e-04, eta: 22:27:17, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8719, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.0637 2020-08-17 00:13:29,908 - mmaction - INFO - Epoch [58][1660/2505] lr: 3.750e-04, eta: 22:27:02, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2598, loss: 1.2598, grad_norm: 8.0956 2020-08-17 00:13:45,228 - mmaction - INFO - Epoch [58][1680/2505] lr: 3.750e-04, eta: 22:26:46, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1877, loss: 1.1877, grad_norm: 7.9950 2020-08-17 00:14:00,684 - mmaction - INFO - Epoch [58][1700/2505] lr: 3.750e-04, eta: 22:26:31, time: 0.773, data_time: 0.002, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8964, loss_cls: 1.1364, loss: 1.1364, grad_norm: 7.8755 2020-08-17 00:14:14,798 - mmaction - INFO - Epoch [58][1720/2505] lr: 3.750e-04, eta: 22:26:15, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8745, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.9575 2020-08-17 00:14:29,290 - mmaction - INFO - Epoch [58][1740/2505] lr: 3.750e-04, eta: 22:26:00, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8844, loss_cls: 1.1930, loss: 1.1930, grad_norm: 7.9903 2020-08-17 00:14:43,951 - mmaction - INFO - Epoch [58][1760/2505] lr: 3.750e-04, eta: 22:25:44, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8792, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.8553 2020-08-17 00:14:59,299 - mmaction - INFO - Epoch [58][1780/2505] lr: 3.750e-04, eta: 22:25:29, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8812, loss_cls: 1.1649, loss: 1.1649, grad_norm: 7.9062 2020-08-17 00:15:13,727 - mmaction - INFO - Epoch [58][1800/2505] lr: 3.750e-04, eta: 22:25:13, time: 0.722, data_time: 0.008, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8891, loss_cls: 1.1623, loss: 1.1623, grad_norm: 7.7852 2020-08-17 00:15:28,275 - mmaction - INFO - Epoch [58][1820/2505] lr: 3.750e-04, eta: 22:24:57, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8724, loss_cls: 1.2543, loss: 1.2543, grad_norm: 7.9908 2020-08-17 00:15:43,094 - mmaction - INFO - Epoch [58][1840/2505] lr: 3.750e-04, eta: 22:24:42, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8792, loss_cls: 1.2259, loss: 1.2259, grad_norm: 8.0172 2020-08-17 00:15:58,568 - mmaction - INFO - Epoch [58][1860/2505] lr: 3.750e-04, eta: 22:24:26, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8755, loss_cls: 1.1842, loss: 1.1842, grad_norm: 7.8867 2020-08-17 00:16:13,038 - mmaction - INFO - Epoch [58][1880/2505] lr: 3.750e-04, eta: 22:24:11, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8802, loss_cls: 1.2223, loss: 1.2223, grad_norm: 7.9843 2020-08-17 00:16:27,758 - mmaction - INFO - Epoch [58][1900/2505] lr: 3.750e-04, eta: 22:23:55, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8698, loss_cls: 1.2435, loss: 1.2435, grad_norm: 7.7625 2020-08-17 00:16:42,359 - mmaction - INFO - Epoch [58][1920/2505] lr: 3.750e-04, eta: 22:23:39, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.3067 2020-08-17 00:16:57,609 - mmaction - INFO - Epoch [58][1940/2505] lr: 3.750e-04, eta: 22:23:24, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8839, loss_cls: 1.1829, loss: 1.1829, grad_norm: 7.9150 2020-08-17 00:17:12,434 - mmaction - INFO - Epoch [58][1960/2505] lr: 3.750e-04, eta: 22:23:09, time: 0.742, data_time: 0.003, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8708, loss_cls: 1.2308, loss: 1.2308, grad_norm: 8.0403 2020-08-17 00:17:27,710 - mmaction - INFO - Epoch [58][1980/2505] lr: 3.750e-04, eta: 22:22:53, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8839, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.6708 2020-08-17 00:17:42,871 - mmaction - INFO - Epoch [58][2000/2505] lr: 3.750e-04, eta: 22:22:38, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8802, loss_cls: 1.2204, loss: 1.2204, grad_norm: 8.0434 2020-08-17 00:17:58,115 - mmaction - INFO - Epoch [58][2020/2505] lr: 3.750e-04, eta: 22:22:23, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8589, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.9888 2020-08-17 00:18:12,672 - mmaction - INFO - Epoch [58][2040/2505] lr: 3.750e-04, eta: 22:22:07, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8714, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.9173 2020-08-17 00:18:27,408 - mmaction - INFO - Epoch [58][2060/2505] lr: 3.750e-04, eta: 22:21:51, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8906, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.6614 2020-08-17 00:18:43,722 - mmaction - INFO - Epoch [58][2080/2505] lr: 3.750e-04, eta: 22:21:37, time: 0.812, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8729, loss_cls: 1.2031, loss: 1.2031, grad_norm: 8.0638 2020-08-17 00:18:57,732 - mmaction - INFO - Epoch [58][2100/2505] lr: 3.750e-04, eta: 22:21:21, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8755, loss_cls: 1.2009, loss: 1.2009, grad_norm: 7.9859 2020-08-17 00:19:12,396 - mmaction - INFO - Epoch [58][2120/2505] lr: 3.750e-04, eta: 22:21:05, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8854, loss_cls: 1.1695, loss: 1.1695, grad_norm: 7.7915 2020-08-17 00:19:28,110 - mmaction - INFO - Epoch [58][2140/2505] lr: 3.750e-04, eta: 22:20:50, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8813, loss_cls: 1.2252, loss: 1.2252, grad_norm: 8.0088 2020-08-17 00:19:42,656 - mmaction - INFO - Epoch [58][2160/2505] lr: 3.750e-04, eta: 22:20:35, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8755, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.0724 2020-08-17 00:19:57,387 - mmaction - INFO - Epoch [58][2180/2505] lr: 3.750e-04, eta: 22:20:19, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8672, loss_cls: 1.2284, loss: 1.2284, grad_norm: 8.0305 2020-08-17 00:20:12,276 - mmaction - INFO - Epoch [58][2200/2505] lr: 3.750e-04, eta: 22:20:03, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8656, loss_cls: 1.2861, loss: 1.2861, grad_norm: 8.2090 2020-08-17 00:20:28,923 - mmaction - INFO - Epoch [58][2220/2505] lr: 3.750e-04, eta: 22:19:49, time: 0.832, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8708, loss_cls: 1.1972, loss: 1.1972, grad_norm: 7.6444 2020-08-17 00:20:43,954 - mmaction - INFO - Epoch [58][2240/2505] lr: 3.750e-04, eta: 22:19:34, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8792, loss_cls: 1.1660, loss: 1.1660, grad_norm: 7.8460 2020-08-17 00:20:57,960 - mmaction - INFO - Epoch [58][2260/2505] lr: 3.750e-04, eta: 22:19:18, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.6687 2020-08-17 00:21:13,777 - mmaction - INFO - Epoch [58][2280/2505] lr: 3.750e-04, eta: 22:19:03, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8688, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.2695 2020-08-17 00:21:28,231 - mmaction - INFO - Epoch [58][2300/2505] lr: 3.750e-04, eta: 22:18:47, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.1131 2020-08-17 00:21:43,576 - mmaction - INFO - Epoch [58][2320/2505] lr: 3.750e-04, eta: 22:18:32, time: 0.768, data_time: 0.003, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8620, loss_cls: 1.2462, loss: 1.2462, grad_norm: 8.0038 2020-08-17 00:21:58,941 - mmaction - INFO - Epoch [58][2340/2505] lr: 3.750e-04, eta: 22:18:17, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.0728 2020-08-17 00:22:13,613 - mmaction - INFO - Epoch [58][2360/2505] lr: 3.750e-04, eta: 22:18:01, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8594, loss_cls: 1.2842, loss: 1.2842, grad_norm: 8.2174 2020-08-17 00:22:28,671 - mmaction - INFO - Epoch [58][2380/2505] lr: 3.750e-04, eta: 22:17:46, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8891, loss_cls: 1.1946, loss: 1.1946, grad_norm: 8.1742 2020-08-17 00:22:44,963 - mmaction - INFO - Epoch [58][2400/2505] lr: 3.750e-04, eta: 22:17:31, time: 0.815, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8812, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.8395 2020-08-17 00:22:59,610 - mmaction - INFO - Epoch [58][2420/2505] lr: 3.750e-04, eta: 22:17:16, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8667, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.7985 2020-08-17 00:23:14,947 - mmaction - INFO - Epoch [58][2440/2505] lr: 3.750e-04, eta: 22:17:00, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8932, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.8095 2020-08-17 00:23:30,369 - mmaction - INFO - Epoch [58][2460/2505] lr: 3.750e-04, eta: 22:16:45, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8760, loss_cls: 1.1869, loss: 1.1869, grad_norm: 7.8616 2020-08-17 00:23:45,038 - mmaction - INFO - Epoch [58][2480/2505] lr: 3.750e-04, eta: 22:16:30, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.1338 2020-08-17 00:24:00,400 - mmaction - INFO - Epoch [58][2500/2505] lr: 3.750e-04, eta: 22:16:15, time: 0.769, data_time: 0.003, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8786, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.2038 2020-08-17 00:24:04,267 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-08-17 00:24:27,578 - mmaction - INFO - Epoch [59][20/2505] lr: 3.750e-04, eta: 22:15:58, time: 1.136, data_time: 0.517, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8740, loss_cls: 1.2401, loss: 1.2401, grad_norm: 7.9279 2020-08-17 00:24:40,955 - mmaction - INFO - Epoch [59][40/2505] lr: 3.750e-04, eta: 22:15:42, time: 0.671, data_time: 0.003, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8833, loss_cls: 1.2114, loss: 1.2114, grad_norm: 8.0478 2020-08-17 00:24:56,127 - mmaction - INFO - Epoch [59][60/2505] lr: 3.750e-04, eta: 22:15:26, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2179, loss: 1.2179, grad_norm: 7.9182 2020-08-17 00:25:11,259 - mmaction - INFO - Epoch [59][80/2505] lr: 3.750e-04, eta: 22:15:11, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8771, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.2755 2020-08-17 00:25:25,964 - mmaction - INFO - Epoch [59][100/2505] lr: 3.750e-04, eta: 22:14:55, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8865, loss_cls: 1.2065, loss: 1.2065, grad_norm: 8.1553 2020-08-17 00:25:41,499 - mmaction - INFO - Epoch [59][120/2505] lr: 3.750e-04, eta: 22:14:40, time: 0.777, data_time: 0.003, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.2140 2020-08-17 00:25:57,074 - mmaction - INFO - Epoch [59][140/2505] lr: 3.750e-04, eta: 22:14:25, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8818, loss_cls: 1.2566, loss: 1.2566, grad_norm: 8.4380 2020-08-17 00:26:11,948 - mmaction - INFO - Epoch [59][160/2505] lr: 3.750e-04, eta: 22:14:10, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8776, loss_cls: 1.2499, loss: 1.2499, grad_norm: 8.1813 2020-08-17 00:26:27,408 - mmaction - INFO - Epoch [59][180/2505] lr: 3.750e-04, eta: 22:13:55, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8823, loss_cls: 1.2393, loss: 1.2393, grad_norm: 8.1073 2020-08-17 00:26:42,659 - mmaction - INFO - Epoch [59][200/2505] lr: 3.750e-04, eta: 22:13:39, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8917, loss_cls: 1.1690, loss: 1.1690, grad_norm: 7.8261 2020-08-17 00:26:58,484 - mmaction - INFO - Epoch [59][220/2505] lr: 3.750e-04, eta: 22:13:25, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2655, loss: 1.2655, grad_norm: 8.0279 2020-08-17 00:27:13,739 - mmaction - INFO - Epoch [59][240/2505] lr: 3.750e-04, eta: 22:13:09, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1850, loss: 1.1850, grad_norm: 7.8576 2020-08-17 00:27:28,498 - mmaction - INFO - Epoch [59][260/2505] lr: 3.750e-04, eta: 22:12:54, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.7401 2020-08-17 00:27:43,996 - mmaction - INFO - Epoch [59][280/2505] lr: 3.750e-04, eta: 22:12:39, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8792, loss_cls: 1.1555, loss: 1.1555, grad_norm: 7.6776 2020-08-17 00:27:59,841 - mmaction - INFO - Epoch [59][300/2505] lr: 3.750e-04, eta: 22:12:24, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8802, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.0704 2020-08-17 00:28:14,612 - mmaction - INFO - Epoch [59][320/2505] lr: 3.750e-04, eta: 22:12:08, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8786, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.8494 2020-08-17 00:28:30,139 - mmaction - INFO - Epoch [59][340/2505] lr: 3.750e-04, eta: 22:11:53, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2010, loss: 1.2010, grad_norm: 7.8436 2020-08-17 00:28:44,807 - mmaction - INFO - Epoch [59][360/2505] lr: 3.750e-04, eta: 22:11:38, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8672, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.1688 2020-08-17 00:29:00,964 - mmaction - INFO - Epoch [59][380/2505] lr: 3.750e-04, eta: 22:11:23, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8922, loss_cls: 1.2064, loss: 1.2064, grad_norm: 7.9033 2020-08-17 00:29:15,966 - mmaction - INFO - Epoch [59][400/2505] lr: 3.750e-04, eta: 22:11:08, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8812, loss_cls: 1.1979, loss: 1.1979, grad_norm: 7.9072 2020-08-17 00:29:31,480 - mmaction - INFO - Epoch [59][420/2505] lr: 3.750e-04, eta: 22:10:53, time: 0.776, data_time: 0.003, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1754, loss: 1.1754, grad_norm: 7.7354 2020-08-17 00:29:46,956 - mmaction - INFO - Epoch [59][440/2505] lr: 3.750e-04, eta: 22:10:38, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8802, loss_cls: 1.2336, loss: 1.2336, grad_norm: 8.1235 2020-08-17 00:30:02,415 - mmaction - INFO - Epoch [59][460/2505] lr: 3.750e-04, eta: 22:10:23, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8542, loss_cls: 1.3099, loss: 1.3099, grad_norm: 8.0679 2020-08-17 00:30:17,971 - mmaction - INFO - Epoch [59][480/2505] lr: 3.750e-04, eta: 22:10:07, time: 0.778, data_time: 0.003, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8771, loss_cls: 1.2211, loss: 1.2211, grad_norm: 8.1843 2020-08-17 00:30:32,427 - mmaction - INFO - Epoch [59][500/2505] lr: 3.750e-04, eta: 22:09:52, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8807, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.0086 2020-08-17 00:30:48,846 - mmaction - INFO - Epoch [59][520/2505] lr: 3.750e-04, eta: 22:09:37, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8719, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.4929 2020-08-17 00:31:03,170 - mmaction - INFO - Epoch [59][540/2505] lr: 3.750e-04, eta: 22:09:21, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.7924 2020-08-17 00:31:18,280 - mmaction - INFO - Epoch [59][560/2505] lr: 3.750e-04, eta: 22:09:06, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8839, loss_cls: 1.2056, loss: 1.2056, grad_norm: 7.8550 2020-08-17 00:31:34,261 - mmaction - INFO - Epoch [59][580/2505] lr: 3.750e-04, eta: 22:08:51, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8802, loss_cls: 1.1876, loss: 1.1876, grad_norm: 7.6731 2020-08-17 00:31:48,747 - mmaction - INFO - Epoch [59][600/2505] lr: 3.750e-04, eta: 22:08:36, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8875, loss_cls: 1.1473, loss: 1.1473, grad_norm: 7.8265 2020-08-17 00:32:04,362 - mmaction - INFO - Epoch [59][620/2505] lr: 3.750e-04, eta: 22:08:21, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8740, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.0396 2020-08-17 00:32:19,279 - mmaction - INFO - Epoch [59][640/2505] lr: 3.750e-04, eta: 22:08:05, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8854, loss_cls: 1.2157, loss: 1.2157, grad_norm: 7.8558 2020-08-17 00:32:34,423 - mmaction - INFO - Epoch [59][660/2505] lr: 3.750e-04, eta: 22:07:50, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8781, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.7081 2020-08-17 00:32:49,688 - mmaction - INFO - Epoch [59][680/2505] lr: 3.750e-04, eta: 22:07:35, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8896, loss_cls: 1.1509, loss: 1.1509, grad_norm: 7.6134 2020-08-17 00:33:05,209 - mmaction - INFO - Epoch [59][700/2505] lr: 3.750e-04, eta: 22:07:20, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8755, loss_cls: 1.1897, loss: 1.1897, grad_norm: 8.0822 2020-08-17 00:33:21,054 - mmaction - INFO - Epoch [59][720/2505] lr: 3.750e-04, eta: 22:07:05, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.0193 2020-08-17 00:33:35,258 - mmaction - INFO - Epoch [59][740/2505] lr: 3.750e-04, eta: 22:06:49, time: 0.712, data_time: 0.003, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8823, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.8189 2020-08-17 00:33:50,274 - mmaction - INFO - Epoch [59][760/2505] lr: 3.750e-04, eta: 22:06:33, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8823, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.0444 2020-08-17 00:34:05,729 - mmaction - INFO - Epoch [59][780/2505] lr: 3.750e-04, eta: 22:06:18, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8797, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.9202 2020-08-17 00:34:20,982 - mmaction - INFO - Epoch [59][800/2505] lr: 3.750e-04, eta: 22:06:03, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8823, loss_cls: 1.1929, loss: 1.1929, grad_norm: 7.8138 2020-08-17 00:34:36,359 - mmaction - INFO - Epoch [59][820/2505] lr: 3.750e-04, eta: 22:05:48, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1844, loss: 1.1844, grad_norm: 7.7780 2020-08-17 00:34:51,426 - mmaction - INFO - Epoch [59][840/2505] lr: 3.750e-04, eta: 22:05:33, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8781, loss_cls: 1.1755, loss: 1.1755, grad_norm: 7.7639 2020-08-17 00:35:06,597 - mmaction - INFO - Epoch [59][860/2505] lr: 3.750e-04, eta: 22:05:17, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1949, loss: 1.1949, grad_norm: 8.0366 2020-08-17 00:35:21,261 - mmaction - INFO - Epoch [59][880/2505] lr: 3.750e-04, eta: 22:05:02, time: 0.733, data_time: 0.002, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8682, loss_cls: 1.2694, loss: 1.2694, grad_norm: 7.9057 2020-08-17 00:35:36,228 - mmaction - INFO - Epoch [59][900/2505] lr: 3.750e-04, eta: 22:04:46, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8740, loss_cls: 1.2588, loss: 1.2588, grad_norm: 8.2799 2020-08-17 00:35:52,664 - mmaction - INFO - Epoch [59][920/2505] lr: 3.750e-04, eta: 22:04:32, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8740, loss_cls: 1.2367, loss: 1.2367, grad_norm: 8.2079 2020-08-17 00:36:07,132 - mmaction - INFO - Epoch [59][940/2505] lr: 3.750e-04, eta: 22:04:16, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8828, loss_cls: 1.2194, loss: 1.2194, grad_norm: 8.1727 2020-08-17 00:36:21,719 - mmaction - INFO - Epoch [59][960/2505] lr: 3.750e-04, eta: 22:04:00, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8714, loss_cls: 1.2256, loss: 1.2256, grad_norm: 7.9801 2020-08-17 00:36:38,321 - mmaction - INFO - Epoch [59][980/2505] lr: 3.750e-04, eta: 22:03:46, time: 0.826, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2125, loss: 1.2125, grad_norm: 8.0600 2020-08-17 00:36:52,448 - mmaction - INFO - Epoch [59][1000/2505] lr: 3.750e-04, eta: 22:03:30, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8745, loss_cls: 1.2209, loss: 1.2209, grad_norm: 7.9473 2020-08-17 00:37:08,104 - mmaction - INFO - Epoch [59][1020/2505] lr: 3.750e-04, eta: 22:03:15, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8854, loss_cls: 1.1490, loss: 1.1490, grad_norm: 7.7834 2020-08-17 00:37:22,789 - mmaction - INFO - Epoch [59][1040/2505] lr: 3.750e-04, eta: 22:02:59, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8661, loss_cls: 1.2593, loss: 1.2593, grad_norm: 7.9650 2020-08-17 00:37:38,243 - mmaction - INFO - Epoch [59][1060/2505] lr: 3.750e-04, eta: 22:02:44, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8807, loss_cls: 1.1990, loss: 1.1990, grad_norm: 8.0728 2020-08-17 00:37:53,451 - mmaction - INFO - Epoch [59][1080/2505] lr: 3.750e-04, eta: 22:02:29, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8745, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.9398 2020-08-17 00:38:09,094 - mmaction - INFO - Epoch [59][1100/2505] lr: 3.750e-04, eta: 22:02:14, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8646, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.0578 2020-08-17 00:38:23,778 - mmaction - INFO - Epoch [59][1120/2505] lr: 3.750e-04, eta: 22:01:58, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8719, loss_cls: 1.2131, loss: 1.2131, grad_norm: 7.7942 2020-08-17 00:38:39,514 - mmaction - INFO - Epoch [59][1140/2505] lr: 3.750e-04, eta: 22:01:44, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8740, loss_cls: 1.2214, loss: 1.2214, grad_norm: 7.9440 2020-08-17 00:38:55,385 - mmaction - INFO - Epoch [59][1160/2505] lr: 3.750e-04, eta: 22:01:29, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8703, loss_cls: 1.2532, loss: 1.2532, grad_norm: 8.0420 2020-08-17 00:39:09,691 - mmaction - INFO - Epoch [59][1180/2505] lr: 3.750e-04, eta: 22:01:13, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8734, loss_cls: 1.1936, loss: 1.1936, grad_norm: 7.8546 2020-08-17 00:39:24,558 - mmaction - INFO - Epoch [59][1200/2505] lr: 3.750e-04, eta: 22:00:57, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8844, loss_cls: 1.1953, loss: 1.1953, grad_norm: 7.8715 2020-08-17 00:39:39,472 - mmaction - INFO - Epoch [59][1220/2505] lr: 3.750e-04, eta: 22:00:42, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8792, loss_cls: 1.2227, loss: 1.2227, grad_norm: 8.0923 2020-08-17 00:39:54,916 - mmaction - INFO - Epoch [59][1240/2505] lr: 3.750e-04, eta: 22:00:27, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8724, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.1913 2020-08-17 00:40:09,570 - mmaction - INFO - Epoch [59][1260/2505] lr: 3.750e-04, eta: 22:00:11, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8771, loss_cls: 1.2283, loss: 1.2283, grad_norm: 8.0327 2020-08-17 00:40:25,131 - mmaction - INFO - Epoch [59][1280/2505] lr: 3.750e-04, eta: 21:59:56, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8901, loss_cls: 1.1711, loss: 1.1711, grad_norm: 7.8668 2020-08-17 00:40:40,263 - mmaction - INFO - Epoch [59][1300/2505] lr: 3.750e-04, eta: 21:59:41, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2111, loss: 1.2111, grad_norm: 8.3012 2020-08-17 00:40:54,939 - mmaction - INFO - Epoch [59][1320/2505] lr: 3.750e-04, eta: 21:59:25, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8802, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.7235 2020-08-17 00:41:09,858 - mmaction - INFO - Epoch [59][1340/2505] lr: 3.750e-04, eta: 21:59:10, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8698, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.9998 2020-08-17 00:41:24,989 - mmaction - INFO - Epoch [59][1360/2505] lr: 3.750e-04, eta: 21:58:54, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8760, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.7592 2020-08-17 00:41:40,575 - mmaction - INFO - Epoch [59][1380/2505] lr: 3.750e-04, eta: 21:58:39, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8724, loss_cls: 1.2258, loss: 1.2258, grad_norm: 8.0715 2020-08-17 00:41:55,220 - mmaction - INFO - Epoch [59][1400/2505] lr: 3.750e-04, eta: 21:58:24, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8917, loss_cls: 1.1096, loss: 1.1096, grad_norm: 7.9178 2020-08-17 00:42:10,698 - mmaction - INFO - Epoch [59][1420/2505] lr: 3.750e-04, eta: 21:58:09, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8833, loss_cls: 1.1663, loss: 1.1663, grad_norm: 7.7837 2020-08-17 00:42:25,316 - mmaction - INFO - Epoch [59][1440/2505] lr: 3.750e-04, eta: 21:57:53, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8812, loss_cls: 1.1847, loss: 1.1847, grad_norm: 7.9300 2020-08-17 00:42:40,109 - mmaction - INFO - Epoch [59][1460/2505] lr: 3.750e-04, eta: 21:57:37, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8734, loss_cls: 1.3049, loss: 1.3049, grad_norm: 8.4205 2020-08-17 00:42:55,135 - mmaction - INFO - Epoch [59][1480/2505] lr: 3.750e-04, eta: 21:57:22, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8797, loss_cls: 1.2035, loss: 1.2035, grad_norm: 7.8343 2020-08-17 00:43:10,189 - mmaction - INFO - Epoch [59][1500/2505] lr: 3.750e-04, eta: 21:57:07, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8927, loss_cls: 1.1252, loss: 1.1252, grad_norm: 7.7670 2020-08-17 00:43:25,895 - mmaction - INFO - Epoch [59][1520/2505] lr: 3.750e-04, eta: 21:56:52, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8865, loss_cls: 1.1390, loss: 1.1390, grad_norm: 7.6642 2020-08-17 00:43:40,462 - mmaction - INFO - Epoch [59][1540/2505] lr: 3.750e-04, eta: 21:56:36, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8828, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.7347 2020-08-17 00:43:55,676 - mmaction - INFO - Epoch [59][1560/2505] lr: 3.750e-04, eta: 21:56:21, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8740, loss_cls: 1.2261, loss: 1.2261, grad_norm: 8.0157 2020-08-17 00:44:10,203 - mmaction - INFO - Epoch [59][1580/2505] lr: 3.750e-04, eta: 21:56:05, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8786, loss_cls: 1.1880, loss: 1.1880, grad_norm: 7.8430 2020-08-17 00:44:25,274 - mmaction - INFO - Epoch [59][1600/2505] lr: 3.750e-04, eta: 21:55:50, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8792, loss_cls: 1.2033, loss: 1.2033, grad_norm: 7.8752 2020-08-17 00:44:40,079 - mmaction - INFO - Epoch [59][1620/2505] lr: 3.750e-04, eta: 21:55:34, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8667, loss_cls: 1.2403, loss: 1.2403, grad_norm: 7.8213 2020-08-17 00:44:56,447 - mmaction - INFO - Epoch [59][1640/2505] lr: 3.750e-04, eta: 21:55:20, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8760, loss_cls: 1.2439, loss: 1.2439, grad_norm: 8.0577 2020-08-17 00:45:10,856 - mmaction - INFO - Epoch [59][1660/2505] lr: 3.750e-04, eta: 21:55:04, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8682, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.3006 2020-08-17 00:45:25,520 - mmaction - INFO - Epoch [59][1680/2505] lr: 3.750e-04, eta: 21:54:48, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8708, loss_cls: 1.2637, loss: 1.2637, grad_norm: 8.2908 2020-08-17 00:45:41,220 - mmaction - INFO - Epoch [59][1700/2505] lr: 3.750e-04, eta: 21:54:33, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8854, loss_cls: 1.1705, loss: 1.1705, grad_norm: 8.1846 2020-08-17 00:45:57,155 - mmaction - INFO - Epoch [59][1720/2505] lr: 3.750e-04, eta: 21:54:19, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8818, loss_cls: 1.2110, loss: 1.2110, grad_norm: 7.9092 2020-08-17 00:46:11,074 - mmaction - INFO - Epoch [59][1740/2505] lr: 3.750e-04, eta: 21:54:02, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8859, loss_cls: 1.1411, loss: 1.1411, grad_norm: 7.8289 2020-08-17 00:46:27,182 - mmaction - INFO - Epoch [59][1760/2505] lr: 3.750e-04, eta: 21:53:48, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8568, loss_cls: 1.2534, loss: 1.2534, grad_norm: 7.9244 2020-08-17 00:46:41,513 - mmaction - INFO - Epoch [59][1780/2505] lr: 3.750e-04, eta: 21:53:32, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8786, loss_cls: 1.2246, loss: 1.2246, grad_norm: 8.0981 2020-08-17 00:46:56,288 - mmaction - INFO - Epoch [59][1800/2505] lr: 3.750e-04, eta: 21:53:16, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8870, loss_cls: 1.1568, loss: 1.1568, grad_norm: 7.8346 2020-08-17 00:47:11,433 - mmaction - INFO - Epoch [59][1820/2505] lr: 3.750e-04, eta: 21:53:01, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8714, loss_cls: 1.2309, loss: 1.2309, grad_norm: 8.0324 2020-08-17 00:47:26,262 - mmaction - INFO - Epoch [59][1840/2505] lr: 3.750e-04, eta: 21:52:45, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8734, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.1074 2020-08-17 00:47:42,046 - mmaction - INFO - Epoch [59][1860/2505] lr: 3.750e-04, eta: 21:52:31, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8620, loss_cls: 1.2605, loss: 1.2605, grad_norm: 7.9477 2020-08-17 00:47:57,233 - mmaction - INFO - Epoch [59][1880/2505] lr: 3.750e-04, eta: 21:52:15, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8802, loss_cls: 1.1906, loss: 1.1906, grad_norm: 7.8781 2020-08-17 00:48:11,783 - mmaction - INFO - Epoch [59][1900/2505] lr: 3.750e-04, eta: 21:52:00, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8771, loss_cls: 1.1775, loss: 1.1775, grad_norm: 7.7810 2020-08-17 00:48:26,626 - mmaction - INFO - Epoch [59][1920/2505] lr: 3.750e-04, eta: 21:51:44, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8750, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.8689 2020-08-17 00:48:41,452 - mmaction - INFO - Epoch [59][1940/2505] lr: 3.750e-04, eta: 21:51:29, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.2668, loss: 1.2668, grad_norm: 8.2565 2020-08-17 00:48:56,538 - mmaction - INFO - Epoch [59][1960/2505] lr: 3.750e-04, eta: 21:51:13, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8740, loss_cls: 1.2248, loss: 1.2248, grad_norm: 8.0870 2020-08-17 00:49:12,097 - mmaction - INFO - Epoch [59][1980/2505] lr: 3.750e-04, eta: 21:50:58, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8786, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.3305 2020-08-17 00:49:26,684 - mmaction - INFO - Epoch [59][2000/2505] lr: 3.750e-04, eta: 21:50:42, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8906, loss_cls: 1.1976, loss: 1.1976, grad_norm: 8.2321 2020-08-17 00:49:42,160 - mmaction - INFO - Epoch [59][2020/2505] lr: 3.750e-04, eta: 21:50:27, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8922, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.9997 2020-08-17 00:49:58,173 - mmaction - INFO - Epoch [59][2040/2505] lr: 3.750e-04, eta: 21:50:13, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2231, loss: 1.2231, grad_norm: 7.9688 2020-08-17 00:50:12,505 - mmaction - INFO - Epoch [59][2060/2505] lr: 3.750e-04, eta: 21:49:57, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.1973, loss: 1.1973, grad_norm: 8.0495 2020-08-17 00:50:28,016 - mmaction - INFO - Epoch [59][2080/2505] lr: 3.750e-04, eta: 21:49:42, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8781, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.3647 2020-08-17 00:50:43,030 - mmaction - INFO - Epoch [59][2100/2505] lr: 3.750e-04, eta: 21:49:26, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8792, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.1126 2020-08-17 00:50:57,960 - mmaction - INFO - Epoch [59][2120/2505] lr: 3.750e-04, eta: 21:49:11, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8750, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.0985 2020-08-17 00:51:13,563 - mmaction - INFO - Epoch [59][2140/2505] lr: 3.750e-04, eta: 21:48:56, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8812, loss_cls: 1.1915, loss: 1.1915, grad_norm: 7.7122 2020-08-17 00:51:27,898 - mmaction - INFO - Epoch [59][2160/2505] lr: 3.750e-04, eta: 21:48:40, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8729, loss_cls: 1.2316, loss: 1.2316, grad_norm: 7.9403 2020-08-17 00:51:43,012 - mmaction - INFO - Epoch [59][2180/2505] lr: 3.750e-04, eta: 21:48:25, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8766, loss_cls: 1.2015, loss: 1.2015, grad_norm: 7.9909 2020-08-17 00:51:57,819 - mmaction - INFO - Epoch [59][2200/2505] lr: 3.750e-04, eta: 21:48:09, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8880, loss_cls: 1.1488, loss: 1.1488, grad_norm: 7.7296 2020-08-17 00:52:13,184 - mmaction - INFO - Epoch [59][2220/2505] lr: 3.750e-04, eta: 21:47:54, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2201, loss: 1.2201, grad_norm: 7.9364 2020-08-17 00:52:27,908 - mmaction - INFO - Epoch [59][2240/2505] lr: 3.750e-04, eta: 21:47:38, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2106, loss: 1.2106, grad_norm: 7.9728 2020-08-17 00:52:43,700 - mmaction - INFO - Epoch [59][2260/2505] lr: 3.750e-04, eta: 21:47:24, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8797, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.8991 2020-08-17 00:52:58,534 - mmaction - INFO - Epoch [59][2280/2505] lr: 3.750e-04, eta: 21:47:08, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8703, loss_cls: 1.2131, loss: 1.2131, grad_norm: 7.8413 2020-08-17 00:53:13,409 - mmaction - INFO - Epoch [59][2300/2505] lr: 3.750e-04, eta: 21:46:53, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8786, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.9966 2020-08-17 00:53:28,283 - mmaction - INFO - Epoch [59][2320/2505] lr: 3.750e-04, eta: 21:46:37, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8719, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.0139 2020-08-17 00:53:43,098 - mmaction - INFO - Epoch [59][2340/2505] lr: 3.750e-04, eta: 21:46:22, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8943, loss_cls: 1.1444, loss: 1.1444, grad_norm: 7.7081 2020-08-17 00:53:58,512 - mmaction - INFO - Epoch [59][2360/2505] lr: 3.750e-04, eta: 21:46:06, time: 0.771, data_time: 0.002, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8714, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.2108 2020-08-17 00:54:14,078 - mmaction - INFO - Epoch [59][2380/2505] lr: 3.750e-04, eta: 21:45:51, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8828, loss_cls: 1.1865, loss: 1.1865, grad_norm: 8.1063 2020-08-17 00:54:28,922 - mmaction - INFO - Epoch [59][2400/2505] lr: 3.750e-04, eta: 21:45:36, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8859, loss_cls: 1.1537, loss: 1.1537, grad_norm: 7.9732 2020-08-17 00:54:43,846 - mmaction - INFO - Epoch [59][2420/2505] lr: 3.750e-04, eta: 21:45:20, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8854, loss_cls: 1.1977, loss: 1.1977, grad_norm: 8.1106 2020-08-17 00:54:59,173 - mmaction - INFO - Epoch [59][2440/2505] lr: 3.750e-04, eta: 21:45:05, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8786, loss_cls: 1.2370, loss: 1.2370, grad_norm: 8.2342 2020-08-17 00:55:14,010 - mmaction - INFO - Epoch [59][2460/2505] lr: 3.750e-04, eta: 21:44:50, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1873, loss: 1.1873, grad_norm: 7.9314 2020-08-17 00:55:28,982 - mmaction - INFO - Epoch [59][2480/2505] lr: 3.750e-04, eta: 21:44:34, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8833, loss_cls: 1.1955, loss: 1.1955, grad_norm: 8.2586 2020-08-17 00:55:44,717 - mmaction - INFO - Epoch [59][2500/2505] lr: 3.750e-04, eta: 21:44:19, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8578, loss_cls: 1.3119, loss: 1.3119, grad_norm: 8.2458 2020-08-17 00:55:48,497 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-08-17 00:56:09,127 - mmaction - INFO - Epoch [60][20/2505] lr: 3.750e-04, eta: 21:44:01, time: 1.010, data_time: 0.388, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8870, loss_cls: 1.1192, loss: 1.1192, grad_norm: 7.7327 2020-08-17 00:56:23,092 - mmaction - INFO - Epoch [60][40/2505] lr: 3.750e-04, eta: 21:43:45, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8729, loss_cls: 1.2524, loss: 1.2524, grad_norm: 8.1449 2020-08-17 00:56:39,029 - mmaction - INFO - Epoch [60][60/2505] lr: 3.750e-04, eta: 21:43:30, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8802, loss_cls: 1.2430, loss: 1.2430, grad_norm: 8.1588 2020-08-17 00:56:53,220 - mmaction - INFO - Epoch [60][80/2505] lr: 3.750e-04, eta: 21:43:14, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8932, loss_cls: 1.1553, loss: 1.1553, grad_norm: 7.8119 2020-08-17 00:57:08,903 - mmaction - INFO - Epoch [60][100/2505] lr: 3.750e-04, eta: 21:42:59, time: 0.783, data_time: 0.002, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2411, loss: 1.2411, grad_norm: 8.1858 2020-08-17 00:57:24,084 - mmaction - INFO - Epoch [60][120/2505] lr: 3.750e-04, eta: 21:42:44, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8859, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.9692 2020-08-17 00:57:39,107 - mmaction - INFO - Epoch [60][140/2505] lr: 3.750e-04, eta: 21:42:29, time: 0.751, data_time: 0.002, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8687, loss_cls: 1.2449, loss: 1.2449, grad_norm: 7.9402 2020-08-17 00:57:54,106 - mmaction - INFO - Epoch [60][160/2505] lr: 3.750e-04, eta: 21:42:13, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8865, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.9145 2020-08-17 00:58:09,247 - mmaction - INFO - Epoch [60][180/2505] lr: 3.750e-04, eta: 21:41:58, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8771, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.9730 2020-08-17 00:58:24,816 - mmaction - INFO - Epoch [60][200/2505] lr: 3.750e-04, eta: 21:41:43, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8714, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.2075 2020-08-17 00:58:40,116 - mmaction - INFO - Epoch [60][220/2505] lr: 3.750e-04, eta: 21:41:28, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8833, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.9615 2020-08-17 00:58:55,816 - mmaction - INFO - Epoch [60][240/2505] lr: 3.750e-04, eta: 21:41:13, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8849, loss_cls: 1.1983, loss: 1.1983, grad_norm: 8.0596 2020-08-17 00:59:10,593 - mmaction - INFO - Epoch [60][260/2505] lr: 3.750e-04, eta: 21:40:57, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8833, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.9663 2020-08-17 00:59:25,012 - mmaction - INFO - Epoch [60][280/2505] lr: 3.750e-04, eta: 21:40:42, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8906, loss_cls: 1.2057, loss: 1.2057, grad_norm: 8.2007 2020-08-17 00:59:39,899 - mmaction - INFO - Epoch [60][300/2505] lr: 3.750e-04, eta: 21:40:26, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.3708 2020-08-17 00:59:55,032 - mmaction - INFO - Epoch [60][320/2505] lr: 3.750e-04, eta: 21:40:11, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8786, loss_cls: 1.2338, loss: 1.2338, grad_norm: 8.0755 2020-08-17 01:00:11,185 - mmaction - INFO - Epoch [60][340/2505] lr: 3.750e-04, eta: 21:39:56, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8729, loss_cls: 1.2282, loss: 1.2282, grad_norm: 8.1521 2020-08-17 01:00:25,979 - mmaction - INFO - Epoch [60][360/2505] lr: 3.750e-04, eta: 21:39:41, time: 0.746, data_time: 0.014, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8865, loss_cls: 1.1458, loss: 1.1458, grad_norm: 7.7107 2020-08-17 01:00:40,745 - mmaction - INFO - Epoch [60][380/2505] lr: 3.750e-04, eta: 21:39:25, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8698, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.9750 2020-08-17 01:00:56,587 - mmaction - INFO - Epoch [60][400/2505] lr: 3.750e-04, eta: 21:39:10, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8870, loss_cls: 1.1209, loss: 1.1209, grad_norm: 7.7721 2020-08-17 01:01:11,724 - mmaction - INFO - Epoch [60][420/2505] lr: 3.750e-04, eta: 21:38:55, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8870, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.0872 2020-08-17 01:01:27,108 - mmaction - INFO - Epoch [60][440/2505] lr: 3.750e-04, eta: 21:38:40, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8604, loss_cls: 1.2681, loss: 1.2681, grad_norm: 7.8495 2020-08-17 01:01:41,838 - mmaction - INFO - Epoch [60][460/2505] lr: 3.750e-04, eta: 21:38:24, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8766, loss_cls: 1.2148, loss: 1.2148, grad_norm: 8.1183 2020-08-17 01:01:58,787 - mmaction - INFO - Epoch [60][480/2505] lr: 3.750e-04, eta: 21:38:10, time: 0.849, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8734, loss_cls: 1.2363, loss: 1.2363, grad_norm: 8.1846 2020-08-17 01:02:12,971 - mmaction - INFO - Epoch [60][500/2505] lr: 3.750e-04, eta: 21:37:54, time: 0.709, data_time: 0.003, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8880, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.8745 2020-08-17 01:02:28,365 - mmaction - INFO - Epoch [60][520/2505] lr: 3.750e-04, eta: 21:37:39, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8896, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.0128 2020-08-17 01:02:43,776 - mmaction - INFO - Epoch [60][540/2505] lr: 3.750e-04, eta: 21:37:24, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8896, loss_cls: 1.1447, loss: 1.1447, grad_norm: 7.8429 2020-08-17 01:02:58,959 - mmaction - INFO - Epoch [60][560/2505] lr: 3.750e-04, eta: 21:37:09, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.9380 2020-08-17 01:03:13,572 - mmaction - INFO - Epoch [60][580/2505] lr: 3.750e-04, eta: 21:36:53, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8859, loss_cls: 1.1642, loss: 1.1642, grad_norm: 7.8271 2020-08-17 01:03:29,243 - mmaction - INFO - Epoch [60][600/2505] lr: 3.750e-04, eta: 21:36:38, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.8244 2020-08-17 01:03:44,145 - mmaction - INFO - Epoch [60][620/2505] lr: 3.750e-04, eta: 21:36:23, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8714, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.1356 2020-08-17 01:03:59,919 - mmaction - INFO - Epoch [60][640/2505] lr: 3.750e-04, eta: 21:36:08, time: 0.789, data_time: 0.002, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8781, loss_cls: 1.2188, loss: 1.2188, grad_norm: 7.9520 2020-08-17 01:04:15,196 - mmaction - INFO - Epoch [60][660/2505] lr: 3.750e-04, eta: 21:35:52, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8714, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.7683 2020-08-17 01:04:30,200 - mmaction - INFO - Epoch [60][680/2505] lr: 3.750e-04, eta: 21:35:37, time: 0.750, data_time: 0.003, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8693, loss_cls: 1.2720, loss: 1.2720, grad_norm: 8.1448 2020-08-17 01:04:45,931 - mmaction - INFO - Epoch [60][700/2505] lr: 3.750e-04, eta: 21:35:22, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8865, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.9100 2020-08-17 01:05:01,141 - mmaction - INFO - Epoch [60][720/2505] lr: 3.750e-04, eta: 21:35:07, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8682, loss_cls: 1.2510, loss: 1.2510, grad_norm: 8.2491 2020-08-17 01:05:16,322 - mmaction - INFO - Epoch [60][740/2505] lr: 3.750e-04, eta: 21:34:52, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8740, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.1650 2020-08-17 01:05:31,095 - mmaction - INFO - Epoch [60][760/2505] lr: 3.750e-04, eta: 21:34:36, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8609, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.3539 2020-08-17 01:05:46,649 - mmaction - INFO - Epoch [60][780/2505] lr: 3.750e-04, eta: 21:34:21, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2445, loss: 1.2445, grad_norm: 8.1924 2020-08-17 01:06:01,413 - mmaction - INFO - Epoch [60][800/2505] lr: 3.750e-04, eta: 21:34:05, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8693, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.0863 2020-08-17 01:06:17,831 - mmaction - INFO - Epoch [60][820/2505] lr: 3.750e-04, eta: 21:33:51, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8714, loss_cls: 1.2295, loss: 1.2295, grad_norm: 8.0980 2020-08-17 01:06:31,967 - mmaction - INFO - Epoch [60][840/2505] lr: 3.750e-04, eta: 21:33:35, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1775, loss: 1.1775, grad_norm: 7.9543 2020-08-17 01:06:47,939 - mmaction - INFO - Epoch [60][860/2505] lr: 3.750e-04, eta: 21:33:20, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8839, loss_cls: 1.1541, loss: 1.1541, grad_norm: 7.8897 2020-08-17 01:07:04,637 - mmaction - INFO - Epoch [60][880/2505] lr: 3.750e-04, eta: 21:33:06, time: 0.835, data_time: 0.003, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8859, loss_cls: 1.2001, loss: 1.2001, grad_norm: 7.9577 2020-08-17 01:07:18,600 - mmaction - INFO - Epoch [60][900/2505] lr: 3.750e-04, eta: 21:32:50, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8911, loss_cls: 1.0887, loss: 1.0887, grad_norm: 7.6745 2020-08-17 01:07:33,300 - mmaction - INFO - Epoch [60][920/2505] lr: 3.750e-04, eta: 21:32:34, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8750, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.2371 2020-08-17 01:07:48,563 - mmaction - INFO - Epoch [60][940/2505] lr: 3.750e-04, eta: 21:32:19, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8745, loss_cls: 1.2570, loss: 1.2570, grad_norm: 8.2426 2020-08-17 01:08:04,376 - mmaction - INFO - Epoch [60][960/2505] lr: 3.750e-04, eta: 21:32:04, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8818, loss_cls: 1.2192, loss: 1.2192, grad_norm: 8.0796 2020-08-17 01:08:18,940 - mmaction - INFO - Epoch [60][980/2505] lr: 3.750e-04, eta: 21:31:49, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8786, loss_cls: 1.2071, loss: 1.2071, grad_norm: 8.1837 2020-08-17 01:08:34,576 - mmaction - INFO - Epoch [60][1000/2505] lr: 3.750e-04, eta: 21:31:34, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8760, loss_cls: 1.2392, loss: 1.2392, grad_norm: 8.2151 2020-08-17 01:08:49,230 - mmaction - INFO - Epoch [60][1020/2505] lr: 3.750e-04, eta: 21:31:18, time: 0.733, data_time: 0.008, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8786, loss_cls: 1.2159, loss: 1.2159, grad_norm: 8.1031 2020-08-17 01:09:04,370 - mmaction - INFO - Epoch [60][1040/2505] lr: 3.750e-04, eta: 21:31:03, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8802, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.9815 2020-08-17 01:09:19,510 - mmaction - INFO - Epoch [60][1060/2505] lr: 3.750e-04, eta: 21:30:47, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8786, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.9081 2020-08-17 01:09:35,862 - mmaction - INFO - Epoch [60][1080/2505] lr: 3.750e-04, eta: 21:30:33, time: 0.817, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8812, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.2067 2020-08-17 01:09:51,243 - mmaction - INFO - Epoch [60][1100/2505] lr: 3.750e-04, eta: 21:30:18, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1575, loss: 1.1575, grad_norm: 8.0435 2020-08-17 01:10:05,780 - mmaction - INFO - Epoch [60][1120/2505] lr: 3.750e-04, eta: 21:30:02, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8859, loss_cls: 1.1447, loss: 1.1447, grad_norm: 7.8431 2020-08-17 01:10:20,583 - mmaction - INFO - Epoch [60][1140/2505] lr: 3.750e-04, eta: 21:29:46, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8755, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.0710 2020-08-17 01:10:36,865 - mmaction - INFO - Epoch [60][1160/2505] lr: 3.750e-04, eta: 21:29:32, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8729, loss_cls: 1.2076, loss: 1.2076, grad_norm: 7.9660 2020-08-17 01:10:52,137 - mmaction - INFO - Epoch [60][1180/2505] lr: 3.750e-04, eta: 21:29:17, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8745, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.2484 2020-08-17 01:11:07,571 - mmaction - INFO - Epoch [60][1200/2505] lr: 3.750e-04, eta: 21:29:02, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8870, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.1504 2020-08-17 01:11:21,940 - mmaction - INFO - Epoch [60][1220/2505] lr: 3.750e-04, eta: 21:28:46, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8771, loss_cls: 1.2230, loss: 1.2230, grad_norm: 8.0283 2020-08-17 01:11:37,020 - mmaction - INFO - Epoch [60][1240/2505] lr: 3.750e-04, eta: 21:28:30, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.1056, loss: 1.1056, grad_norm: 7.7414 2020-08-17 01:11:52,035 - mmaction - INFO - Epoch [60][1260/2505] lr: 3.750e-04, eta: 21:28:15, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8833, loss_cls: 1.1966, loss: 1.1966, grad_norm: 7.9734 2020-08-17 01:12:07,453 - mmaction - INFO - Epoch [60][1280/2505] lr: 3.750e-04, eta: 21:28:00, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8729, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.2217 2020-08-17 01:12:22,774 - mmaction - INFO - Epoch [60][1300/2505] lr: 3.750e-04, eta: 21:27:45, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8839, loss_cls: 1.1744, loss: 1.1744, grad_norm: 8.0628 2020-08-17 01:12:38,190 - mmaction - INFO - Epoch [60][1320/2505] lr: 3.750e-04, eta: 21:27:30, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8812, loss_cls: 1.1549, loss: 1.1549, grad_norm: 7.8520 2020-08-17 01:12:53,108 - mmaction - INFO - Epoch [60][1340/2505] lr: 3.750e-04, eta: 21:27:14, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8755, loss_cls: 1.2418, loss: 1.2418, grad_norm: 8.1828 2020-08-17 01:13:09,595 - mmaction - INFO - Epoch [60][1360/2505] lr: 3.750e-04, eta: 21:27:00, time: 0.825, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8755, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.8318 2020-08-17 01:13:23,892 - mmaction - INFO - Epoch [60][1380/2505] lr: 3.750e-04, eta: 21:26:44, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8677, loss_cls: 1.2473, loss: 1.2473, grad_norm: 7.9621 2020-08-17 01:13:38,876 - mmaction - INFO - Epoch [60][1400/2505] lr: 3.750e-04, eta: 21:26:28, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8854, loss_cls: 1.1500, loss: 1.1500, grad_norm: 7.8803 2020-08-17 01:13:53,738 - mmaction - INFO - Epoch [60][1420/2505] lr: 3.750e-04, eta: 21:26:13, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8745, loss_cls: 1.2511, loss: 1.2511, grad_norm: 8.3081 2020-08-17 01:14:08,896 - mmaction - INFO - Epoch [60][1440/2505] lr: 3.750e-04, eta: 21:25:58, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.2325, loss: 1.2325, grad_norm: 7.9654 2020-08-17 01:14:24,144 - mmaction - INFO - Epoch [60][1460/2505] lr: 3.750e-04, eta: 21:25:42, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2358, loss: 1.2358, grad_norm: 8.1420 2020-08-17 01:14:39,873 - mmaction - INFO - Epoch [60][1480/2505] lr: 3.750e-04, eta: 21:25:28, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8766, loss_cls: 1.1936, loss: 1.1936, grad_norm: 8.0688 2020-08-17 01:14:56,036 - mmaction - INFO - Epoch [60][1500/2505] lr: 3.750e-04, eta: 21:25:13, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.1326 2020-08-17 01:15:10,021 - mmaction - INFO - Epoch [60][1520/2505] lr: 3.750e-04, eta: 21:24:57, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8677, loss_cls: 1.2471, loss: 1.2471, grad_norm: 8.3317 2020-08-17 01:15:25,112 - mmaction - INFO - Epoch [60][1540/2505] lr: 3.750e-04, eta: 21:24:41, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8760, loss_cls: 1.2076, loss: 1.2076, grad_norm: 7.9311 2020-08-17 01:15:40,686 - mmaction - INFO - Epoch [60][1560/2505] lr: 3.750e-04, eta: 21:24:27, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8807, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.1842 2020-08-17 01:15:55,836 - mmaction - INFO - Epoch [60][1580/2505] lr: 3.750e-04, eta: 21:24:11, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8724, loss_cls: 1.2788, loss: 1.2788, grad_norm: 8.3394 2020-08-17 01:16:10,807 - mmaction - INFO - Epoch [60][1600/2505] lr: 3.750e-04, eta: 21:23:56, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8802, loss_cls: 1.1746, loss: 1.1746, grad_norm: 8.1207 2020-08-17 01:16:25,949 - mmaction - INFO - Epoch [60][1620/2505] lr: 3.750e-04, eta: 21:23:40, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8833, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.2138 2020-08-17 01:16:41,185 - mmaction - INFO - Epoch [60][1640/2505] lr: 3.750e-04, eta: 21:23:25, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8630, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.1669 2020-08-17 01:16:56,745 - mmaction - INFO - Epoch [60][1660/2505] lr: 3.750e-04, eta: 21:23:10, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8755, loss_cls: 1.2453, loss: 1.2453, grad_norm: 8.2756 2020-08-17 01:17:11,830 - mmaction - INFO - Epoch [60][1680/2505] lr: 3.750e-04, eta: 21:22:55, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1553, loss: 1.1553, grad_norm: 7.9020 2020-08-17 01:17:27,676 - mmaction - INFO - Epoch [60][1700/2505] lr: 3.750e-04, eta: 21:22:40, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8771, loss_cls: 1.2033, loss: 1.2033, grad_norm: 7.9718 2020-08-17 01:17:43,949 - mmaction - INFO - Epoch [60][1720/2505] lr: 3.750e-04, eta: 21:22:25, time: 0.816, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8839, loss_cls: 1.1626, loss: 1.1626, grad_norm: 7.6919 2020-08-17 01:18:00,039 - mmaction - INFO - Epoch [60][1740/2505] lr: 3.750e-04, eta: 21:22:11, time: 0.802, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8750, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.2177 2020-08-17 01:18:14,311 - mmaction - INFO - Epoch [60][1760/2505] lr: 3.750e-04, eta: 21:21:55, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2175, loss: 1.2175, grad_norm: 7.9811 2020-08-17 01:18:29,779 - mmaction - INFO - Epoch [60][1780/2505] lr: 3.750e-04, eta: 21:21:40, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.1356 2020-08-17 01:18:44,623 - mmaction - INFO - Epoch [60][1800/2505] lr: 3.750e-04, eta: 21:21:24, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8844, loss_cls: 1.2035, loss: 1.2035, grad_norm: 8.0709 2020-08-17 01:18:59,599 - mmaction - INFO - Epoch [60][1820/2505] lr: 3.750e-04, eta: 21:21:09, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8781, loss_cls: 1.1852, loss: 1.1852, grad_norm: 7.9208 2020-08-17 01:19:14,746 - mmaction - INFO - Epoch [60][1840/2505] lr: 3.750e-04, eta: 21:20:54, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8823, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.1287 2020-08-17 01:19:29,853 - mmaction - INFO - Epoch [60][1860/2505] lr: 3.750e-04, eta: 21:20:38, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8750, loss_cls: 1.2813, loss: 1.2813, grad_norm: 8.4729 2020-08-17 01:19:44,648 - mmaction - INFO - Epoch [60][1880/2505] lr: 3.750e-04, eta: 21:20:23, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8792, loss_cls: 1.1617, loss: 1.1617, grad_norm: 7.9821 2020-08-17 01:20:00,064 - mmaction - INFO - Epoch [60][1900/2505] lr: 3.750e-04, eta: 21:20:08, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8750, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.2397 2020-08-17 01:20:15,083 - mmaction - INFO - Epoch [60][1920/2505] lr: 3.750e-04, eta: 21:19:52, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8828, loss_cls: 1.1760, loss: 1.1760, grad_norm: 8.0275 2020-08-17 01:20:30,104 - mmaction - INFO - Epoch [60][1940/2505] lr: 3.750e-04, eta: 21:19:37, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8682, loss_cls: 1.3058, loss: 1.3058, grad_norm: 8.3078 2020-08-17 01:20:46,424 - mmaction - INFO - Epoch [60][1960/2505] lr: 3.750e-04, eta: 21:19:22, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.2176, loss: 1.2176, grad_norm: 8.1438 2020-08-17 01:21:00,977 - mmaction - INFO - Epoch [60][1980/2505] lr: 3.750e-04, eta: 21:19:07, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8750, loss_cls: 1.2382, loss: 1.2382, grad_norm: 7.9734 2020-08-17 01:21:16,452 - mmaction - INFO - Epoch [60][2000/2505] lr: 3.750e-04, eta: 21:18:52, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8708, loss_cls: 1.2861, loss: 1.2861, grad_norm: 8.2885 2020-08-17 01:21:32,477 - mmaction - INFO - Epoch [60][2020/2505] lr: 3.750e-04, eta: 21:18:37, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8854, loss_cls: 1.1936, loss: 1.1936, grad_norm: 8.0064 2020-08-17 01:21:46,987 - mmaction - INFO - Epoch [60][2040/2505] lr: 3.750e-04, eta: 21:18:21, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8766, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.9658 2020-08-17 01:22:02,256 - mmaction - INFO - Epoch [60][2060/2505] lr: 3.750e-04, eta: 21:18:06, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8839, loss_cls: 1.1866, loss: 1.1866, grad_norm: 7.9209 2020-08-17 01:22:17,814 - mmaction - INFO - Epoch [60][2080/2505] lr: 3.750e-04, eta: 21:17:51, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8844, loss_cls: 1.2127, loss: 1.2127, grad_norm: 8.1177 2020-08-17 01:22:32,852 - mmaction - INFO - Epoch [60][2100/2505] lr: 3.750e-04, eta: 21:17:36, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8682, loss_cls: 1.2811, loss: 1.2811, grad_norm: 8.4664 2020-08-17 01:22:47,892 - mmaction - INFO - Epoch [60][2120/2505] lr: 3.750e-04, eta: 21:17:20, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8849, loss_cls: 1.1698, loss: 1.1698, grad_norm: 7.9690 2020-08-17 01:23:03,001 - mmaction - INFO - Epoch [60][2140/2505] lr: 3.750e-04, eta: 21:17:05, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8823, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.1531 2020-08-17 01:23:17,987 - mmaction - INFO - Epoch [60][2160/2505] lr: 3.750e-04, eta: 21:16:49, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8651, loss_cls: 1.2825, loss: 1.2825, grad_norm: 8.1836 2020-08-17 01:23:33,684 - mmaction - INFO - Epoch [60][2180/2505] lr: 3.750e-04, eta: 21:16:34, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8724, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.1540 2020-08-17 01:23:48,608 - mmaction - INFO - Epoch [60][2200/2505] lr: 3.750e-04, eta: 21:16:19, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1984, loss: 1.1984, grad_norm: 8.0145 2020-08-17 01:24:04,952 - mmaction - INFO - Epoch [60][2220/2505] lr: 3.750e-04, eta: 21:16:05, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8740, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.0780 2020-08-17 01:24:19,601 - mmaction - INFO - Epoch [60][2240/2505] lr: 3.750e-04, eta: 21:15:49, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8781, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.2945 2020-08-17 01:24:34,620 - mmaction - INFO - Epoch [60][2260/2505] lr: 3.750e-04, eta: 21:15:34, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8760, loss_cls: 1.2151, loss: 1.2151, grad_norm: 8.1785 2020-08-17 01:24:49,716 - mmaction - INFO - Epoch [60][2280/2505] lr: 3.750e-04, eta: 21:15:18, time: 0.753, data_time: 0.001, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.9748 2020-08-17 01:25:05,339 - mmaction - INFO - Epoch [60][2300/2505] lr: 3.750e-04, eta: 21:15:03, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.9514 2020-08-17 01:25:22,086 - mmaction - INFO - Epoch [60][2320/2505] lr: 3.750e-04, eta: 21:14:49, time: 0.839, data_time: 0.003, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8823, loss_cls: 1.2384, loss: 1.2384, grad_norm: 8.0695 2020-08-17 01:25:35,987 - mmaction - INFO - Epoch [60][2340/2505] lr: 3.750e-04, eta: 21:14:33, time: 0.695, data_time: 0.004, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8740, loss_cls: 1.2209, loss: 1.2209, grad_norm: 8.2431 2020-08-17 01:25:51,486 - mmaction - INFO - Epoch [60][2360/2505] lr: 3.750e-04, eta: 21:14:18, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8745, loss_cls: 1.2582, loss: 1.2582, grad_norm: 8.1928 2020-08-17 01:26:06,441 - mmaction - INFO - Epoch [60][2380/2505] lr: 3.750e-04, eta: 21:14:02, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8771, loss_cls: 1.2842, loss: 1.2842, grad_norm: 8.4632 2020-08-17 01:26:22,271 - mmaction - INFO - Epoch [60][2400/2505] lr: 3.750e-04, eta: 21:13:47, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8708, loss_cls: 1.2620, loss: 1.2620, grad_norm: 8.3170 2020-08-17 01:26:36,731 - mmaction - INFO - Epoch [60][2420/2505] lr: 3.750e-04, eta: 21:13:32, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8698, loss_cls: 1.2516, loss: 1.2516, grad_norm: 7.9545 2020-08-17 01:26:52,143 - mmaction - INFO - Epoch [60][2440/2505] lr: 3.750e-04, eta: 21:13:17, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8891, loss_cls: 1.1664, loss: 1.1664, grad_norm: 8.2300 2020-08-17 01:27:06,905 - mmaction - INFO - Epoch [60][2460/2505] lr: 3.750e-04, eta: 21:13:01, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8745, loss_cls: 1.2154, loss: 1.2154, grad_norm: 7.8942 2020-08-17 01:27:22,088 - mmaction - INFO - Epoch [60][2480/2505] lr: 3.750e-04, eta: 21:12:46, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8682, loss_cls: 1.2550, loss: 1.2550, grad_norm: 8.1955 2020-08-17 01:27:37,704 - mmaction - INFO - Epoch [60][2500/2505] lr: 3.750e-04, eta: 21:12:31, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8901, loss_cls: 1.1946, loss: 1.1946, grad_norm: 8.3114 2020-08-17 01:27:41,583 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-08-17 01:28:04,615 - mmaction - INFO - Epoch [61][20/2505] lr: 3.750e-04, eta: 21:12:14, time: 1.123, data_time: 0.500, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1924, loss: 1.1924, grad_norm: 7.9495 2020-08-17 01:28:19,733 - mmaction - INFO - Epoch [61][40/2505] lr: 3.750e-04, eta: 21:11:59, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8786, loss_cls: 1.2131, loss: 1.2131, grad_norm: 8.0578 2020-08-17 01:28:34,025 - mmaction - INFO - Epoch [61][60/2505] lr: 3.750e-04, eta: 21:11:43, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8943, loss_cls: 1.1378, loss: 1.1378, grad_norm: 7.7334 2020-08-17 01:28:49,098 - mmaction - INFO - Epoch [61][80/2505] lr: 3.750e-04, eta: 21:11:28, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8823, loss_cls: 1.1979, loss: 1.1979, grad_norm: 8.1619 2020-08-17 01:29:03,840 - mmaction - INFO - Epoch [61][100/2505] lr: 3.750e-04, eta: 21:11:12, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8849, loss_cls: 1.1812, loss: 1.1812, grad_norm: 8.1230 2020-08-17 01:29:20,950 - mmaction - INFO - Epoch [61][120/2505] lr: 3.750e-04, eta: 21:10:58, time: 0.857, data_time: 0.003, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8797, loss_cls: 1.2357, loss: 1.2357, grad_norm: 8.0837 2020-08-17 01:29:34,784 - mmaction - INFO - Epoch [61][140/2505] lr: 3.750e-04, eta: 21:10:42, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8781, loss_cls: 1.1886, loss: 1.1886, grad_norm: 7.9318 2020-08-17 01:29:52,082 - mmaction - INFO - Epoch [61][160/2505] lr: 3.750e-04, eta: 21:10:28, time: 0.867, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8771, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.2163 2020-08-17 01:30:06,387 - mmaction - INFO - Epoch [61][180/2505] lr: 3.750e-04, eta: 21:10:12, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8740, loss_cls: 1.2320, loss: 1.2320, grad_norm: 7.8885 2020-08-17 01:30:21,592 - mmaction - INFO - Epoch [61][200/2505] lr: 3.750e-04, eta: 21:09:57, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8776, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.2475 2020-08-17 01:30:36,783 - mmaction - INFO - Epoch [61][220/2505] lr: 3.750e-04, eta: 21:09:42, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8771, loss_cls: 1.2480, loss: 1.2480, grad_norm: 8.2498 2020-08-17 01:30:52,215 - mmaction - INFO - Epoch [61][240/2505] lr: 3.750e-04, eta: 21:09:26, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8865, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.0533 2020-08-17 01:31:07,746 - mmaction - INFO - Epoch [61][260/2505] lr: 3.750e-04, eta: 21:09:11, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8880, loss_cls: 1.1981, loss: 1.1981, grad_norm: 8.1439 2020-08-17 01:31:23,538 - mmaction - INFO - Epoch [61][280/2505] lr: 3.750e-04, eta: 21:08:56, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8833, loss_cls: 1.1619, loss: 1.1619, grad_norm: 7.7205 2020-08-17 01:31:38,889 - mmaction - INFO - Epoch [61][300/2505] lr: 3.750e-04, eta: 21:08:41, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8854, loss_cls: 1.1802, loss: 1.1802, grad_norm: 7.9258 2020-08-17 01:31:53,382 - mmaction - INFO - Epoch [61][320/2505] lr: 3.750e-04, eta: 21:08:26, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8901, loss_cls: 1.1678, loss: 1.1678, grad_norm: 8.0024 2020-08-17 01:32:08,675 - mmaction - INFO - Epoch [61][340/2505] lr: 3.750e-04, eta: 21:08:10, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8922, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.1022 2020-08-17 01:32:25,436 - mmaction - INFO - Epoch [61][360/2505] lr: 3.750e-04, eta: 21:07:56, time: 0.838, data_time: 0.002, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8615, loss_cls: 1.2868, loss: 1.2868, grad_norm: 8.2215 2020-08-17 01:32:40,294 - mmaction - INFO - Epoch [61][380/2505] lr: 3.750e-04, eta: 21:07:41, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8776, loss_cls: 1.1974, loss: 1.1974, grad_norm: 8.0603 2020-08-17 01:32:54,862 - mmaction - INFO - Epoch [61][400/2505] lr: 3.750e-04, eta: 21:07:25, time: 0.729, data_time: 0.003, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8766, loss_cls: 1.1775, loss: 1.1775, grad_norm: 7.9083 2020-08-17 01:33:09,875 - mmaction - INFO - Epoch [61][420/2505] lr: 3.750e-04, eta: 21:07:10, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8833, loss_cls: 1.2275, loss: 1.2275, grad_norm: 8.2373 2020-08-17 01:33:25,194 - mmaction - INFO - Epoch [61][440/2505] lr: 3.750e-04, eta: 21:06:54, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8776, loss_cls: 1.2157, loss: 1.2157, grad_norm: 8.0815 2020-08-17 01:33:40,468 - mmaction - INFO - Epoch [61][460/2505] lr: 3.750e-04, eta: 21:06:39, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8734, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.1906 2020-08-17 01:33:56,140 - mmaction - INFO - Epoch [61][480/2505] lr: 3.750e-04, eta: 21:06:24, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8818, loss_cls: 1.1849, loss: 1.1849, grad_norm: 8.1079 2020-08-17 01:34:11,292 - mmaction - INFO - Epoch [61][500/2505] lr: 3.750e-04, eta: 21:06:09, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8849, loss_cls: 1.1644, loss: 1.1644, grad_norm: 8.1258 2020-08-17 01:34:27,254 - mmaction - INFO - Epoch [61][520/2505] lr: 3.750e-04, eta: 21:05:54, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8771, loss_cls: 1.1823, loss: 1.1823, grad_norm: 8.1453 2020-08-17 01:34:42,750 - mmaction - INFO - Epoch [61][540/2505] lr: 3.750e-04, eta: 21:05:39, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.2665 2020-08-17 01:34:57,884 - mmaction - INFO - Epoch [61][560/2505] lr: 3.750e-04, eta: 21:05:24, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.1467, loss: 1.1467, grad_norm: 7.8470 2020-08-17 01:35:12,365 - mmaction - INFO - Epoch [61][580/2505] lr: 3.750e-04, eta: 21:05:08, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8990, loss_cls: 1.0827, loss: 1.0827, grad_norm: 7.6822 2020-08-17 01:35:28,118 - mmaction - INFO - Epoch [61][600/2505] lr: 3.750e-04, eta: 21:04:53, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1232, loss: 1.1232, grad_norm: 8.2009 2020-08-17 01:35:42,643 - mmaction - INFO - Epoch [61][620/2505] lr: 3.750e-04, eta: 21:04:37, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8776, loss_cls: 1.2405, loss: 1.2405, grad_norm: 8.2972 2020-08-17 01:35:57,681 - mmaction - INFO - Epoch [61][640/2505] lr: 3.750e-04, eta: 21:04:22, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8885, loss_cls: 1.1396, loss: 1.1396, grad_norm: 7.7935 2020-08-17 01:36:13,724 - mmaction - INFO - Epoch [61][660/2505] lr: 3.750e-04, eta: 21:04:07, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8922, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.0081 2020-08-17 01:36:28,566 - mmaction - INFO - Epoch [61][680/2505] lr: 3.750e-04, eta: 21:03:52, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8833, loss_cls: 1.1627, loss: 1.1627, grad_norm: 7.6951 2020-08-17 01:36:43,913 - mmaction - INFO - Epoch [61][700/2505] lr: 3.750e-04, eta: 21:03:37, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2169, loss: 1.2169, grad_norm: 8.1043 2020-08-17 01:36:58,776 - mmaction - INFO - Epoch [61][720/2505] lr: 3.750e-04, eta: 21:03:21, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8766, loss_cls: 1.2463, loss: 1.2463, grad_norm: 8.0475 2020-08-17 01:37:13,861 - mmaction - INFO - Epoch [61][740/2505] lr: 3.750e-04, eta: 21:03:06, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.3053 2020-08-17 01:37:29,404 - mmaction - INFO - Epoch [61][760/2505] lr: 3.750e-04, eta: 21:02:51, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.8855 2020-08-17 01:37:43,822 - mmaction - INFO - Epoch [61][780/2505] lr: 3.750e-04, eta: 21:02:35, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8792, loss_cls: 1.2496, loss: 1.2496, grad_norm: 8.1142 2020-08-17 01:37:59,195 - mmaction - INFO - Epoch [61][800/2505] lr: 3.750e-04, eta: 21:02:20, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8693, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.1425 2020-08-17 01:38:13,802 - mmaction - INFO - Epoch [61][820/2505] lr: 3.750e-04, eta: 21:02:04, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8812, loss_cls: 1.1226, loss: 1.1226, grad_norm: 7.8685 2020-08-17 01:38:29,363 - mmaction - INFO - Epoch [61][840/2505] lr: 3.750e-04, eta: 21:01:49, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8755, loss_cls: 1.1657, loss: 1.1657, grad_norm: 7.9336 2020-08-17 01:38:44,468 - mmaction - INFO - Epoch [61][860/2505] lr: 3.750e-04, eta: 21:01:34, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8849, loss_cls: 1.1930, loss: 1.1930, grad_norm: 8.0643 2020-08-17 01:38:59,854 - mmaction - INFO - Epoch [61][880/2505] lr: 3.750e-04, eta: 21:01:19, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.0183 2020-08-17 01:39:15,927 - mmaction - INFO - Epoch [61][900/2505] lr: 3.750e-04, eta: 21:01:04, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8729, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.4128 2020-08-17 01:39:30,958 - mmaction - INFO - Epoch [61][920/2505] lr: 3.750e-04, eta: 21:00:49, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.0302 2020-08-17 01:39:45,588 - mmaction - INFO - Epoch [61][940/2505] lr: 3.750e-04, eta: 21:00:33, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8859, loss_cls: 1.2181, loss: 1.2181, grad_norm: 8.4536 2020-08-17 01:40:00,656 - mmaction - INFO - Epoch [61][960/2505] lr: 3.750e-04, eta: 21:00:18, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8766, loss_cls: 1.2479, loss: 1.2479, grad_norm: 8.3092 2020-08-17 01:40:15,645 - mmaction - INFO - Epoch [61][980/2505] lr: 3.750e-04, eta: 21:00:02, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8740, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.1745 2020-08-17 01:40:30,923 - mmaction - INFO - Epoch [61][1000/2505] lr: 3.750e-04, eta: 20:59:47, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1999, loss: 1.1999, grad_norm: 8.1407 2020-08-17 01:40:47,045 - mmaction - INFO - Epoch [61][1020/2505] lr: 3.750e-04, eta: 20:59:32, time: 0.807, data_time: 0.007, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8604, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.4667 2020-08-17 01:41:01,899 - mmaction - INFO - Epoch [61][1040/2505] lr: 3.750e-04, eta: 20:59:17, time: 0.743, data_time: 0.003, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8771, loss_cls: 1.2212, loss: 1.2212, grad_norm: 8.2568 2020-08-17 01:41:16,599 - mmaction - INFO - Epoch [61][1060/2505] lr: 3.750e-04, eta: 20:59:01, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2559, loss: 1.2559, grad_norm: 8.0463 2020-08-17 01:41:31,446 - mmaction - INFO - Epoch [61][1080/2505] lr: 3.750e-04, eta: 20:58:46, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8760, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.2279 2020-08-17 01:41:46,199 - mmaction - INFO - Epoch [61][1100/2505] lr: 3.750e-04, eta: 20:58:30, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8693, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.1348 2020-08-17 01:42:01,186 - mmaction - INFO - Epoch [61][1120/2505] lr: 3.750e-04, eta: 20:58:15, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8677, loss_cls: 1.2820, loss: 1.2820, grad_norm: 8.2745 2020-08-17 01:42:17,165 - mmaction - INFO - Epoch [61][1140/2505] lr: 3.750e-04, eta: 20:58:00, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8792, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.8977 2020-08-17 01:42:31,647 - mmaction - INFO - Epoch [61][1160/2505] lr: 3.750e-04, eta: 20:57:44, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8797, loss_cls: 1.2463, loss: 1.2463, grad_norm: 8.1433 2020-08-17 01:42:46,621 - mmaction - INFO - Epoch [61][1180/2505] lr: 3.750e-04, eta: 20:57:29, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8932, loss_cls: 1.1016, loss: 1.1016, grad_norm: 7.8890 2020-08-17 01:43:01,726 - mmaction - INFO - Epoch [61][1200/2505] lr: 3.750e-04, eta: 20:57:14, time: 0.757, data_time: 0.003, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8833, loss_cls: 1.2119, loss: 1.2119, grad_norm: 8.0608 2020-08-17 01:43:17,240 - mmaction - INFO - Epoch [61][1220/2505] lr: 3.750e-04, eta: 20:56:59, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1789, loss: 1.1789, grad_norm: 7.8607 2020-08-17 01:43:32,454 - mmaction - INFO - Epoch [61][1240/2505] lr: 3.750e-04, eta: 20:56:43, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8938, loss_cls: 1.1388, loss: 1.1388, grad_norm: 7.9156 2020-08-17 01:43:47,389 - mmaction - INFO - Epoch [61][1260/2505] lr: 3.750e-04, eta: 20:56:28, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.3060 2020-08-17 01:44:03,025 - mmaction - INFO - Epoch [61][1280/2505] lr: 3.750e-04, eta: 20:56:13, time: 0.782, data_time: 0.002, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8771, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.3229 2020-08-17 01:44:17,975 - mmaction - INFO - Epoch [61][1300/2505] lr: 3.750e-04, eta: 20:55:57, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.9000, loss_cls: 1.1338, loss: 1.1338, grad_norm: 7.8580 2020-08-17 01:44:32,659 - mmaction - INFO - Epoch [61][1320/2505] lr: 3.750e-04, eta: 20:55:42, time: 0.739, data_time: 0.008, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2257, loss: 1.2257, grad_norm: 8.2129 2020-08-17 01:44:48,408 - mmaction - INFO - Epoch [61][1340/2505] lr: 3.750e-04, eta: 20:55:27, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8943, loss_cls: 1.1433, loss: 1.1433, grad_norm: 8.0759 2020-08-17 01:45:02,978 - mmaction - INFO - Epoch [61][1360/2505] lr: 3.750e-04, eta: 20:55:11, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8859, loss_cls: 1.1816, loss: 1.1816, grad_norm: 8.0700 2020-08-17 01:45:18,839 - mmaction - INFO - Epoch [61][1380/2505] lr: 3.750e-04, eta: 20:54:56, time: 0.793, data_time: 0.003, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8823, loss_cls: 1.1876, loss: 1.1876, grad_norm: 8.0642 2020-08-17 01:45:33,397 - mmaction - INFO - Epoch [61][1400/2505] lr: 3.750e-04, eta: 20:54:41, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8667, loss_cls: 1.2568, loss: 1.2568, grad_norm: 8.2608 2020-08-17 01:45:48,479 - mmaction - INFO - Epoch [61][1420/2505] lr: 3.750e-04, eta: 20:54:25, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8818, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.2619 2020-08-17 01:46:03,621 - mmaction - INFO - Epoch [61][1440/2505] lr: 3.750e-04, eta: 20:54:10, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8854, loss_cls: 1.2075, loss: 1.2075, grad_norm: 8.2337 2020-08-17 01:46:18,588 - mmaction - INFO - Epoch [61][1460/2505] lr: 3.750e-04, eta: 20:53:55, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.1770 2020-08-17 01:46:34,324 - mmaction - INFO - Epoch [61][1480/2505] lr: 3.750e-04, eta: 20:53:40, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8781, loss_cls: 1.2105, loss: 1.2105, grad_norm: 8.1620 2020-08-17 01:46:48,878 - mmaction - INFO - Epoch [61][1500/2505] lr: 3.750e-04, eta: 20:53:24, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8823, loss_cls: 1.1990, loss: 1.1990, grad_norm: 8.0916 2020-08-17 01:47:03,859 - mmaction - INFO - Epoch [61][1520/2505] lr: 3.750e-04, eta: 20:53:09, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8734, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.3882 2020-08-17 01:47:19,067 - mmaction - INFO - Epoch [61][1540/2505] lr: 3.750e-04, eta: 20:52:53, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8937, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.7531 2020-08-17 01:47:34,349 - mmaction - INFO - Epoch [61][1560/2505] lr: 3.750e-04, eta: 20:52:38, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8906, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.0698 2020-08-17 01:47:50,011 - mmaction - INFO - Epoch [61][1580/2505] lr: 3.750e-04, eta: 20:52:23, time: 0.782, data_time: 0.002, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8771, loss_cls: 1.1782, loss: 1.1782, grad_norm: 8.0324 2020-08-17 01:48:04,262 - mmaction - INFO - Epoch [61][1600/2505] lr: 3.750e-04, eta: 20:52:07, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8682, loss_cls: 1.2554, loss: 1.2554, grad_norm: 8.0966 2020-08-17 01:48:19,784 - mmaction - INFO - Epoch [61][1620/2505] lr: 3.750e-04, eta: 20:51:52, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8635, loss_cls: 1.2515, loss: 1.2515, grad_norm: 8.4101 2020-08-17 01:48:35,049 - mmaction - INFO - Epoch [61][1640/2505] lr: 3.750e-04, eta: 20:51:37, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8714, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.3410 2020-08-17 01:48:49,844 - mmaction - INFO - Epoch [61][1660/2505] lr: 3.750e-04, eta: 20:51:22, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.1419 2020-08-17 01:49:05,370 - mmaction - INFO - Epoch [61][1680/2505] lr: 3.750e-04, eta: 20:51:06, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8854, loss_cls: 1.1693, loss: 1.1693, grad_norm: 8.0271 2020-08-17 01:49:20,327 - mmaction - INFO - Epoch [61][1700/2505] lr: 3.750e-04, eta: 20:50:51, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8906, loss_cls: 1.1516, loss: 1.1516, grad_norm: 7.9237 2020-08-17 01:49:35,086 - mmaction - INFO - Epoch [61][1720/2505] lr: 3.750e-04, eta: 20:50:35, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8823, loss_cls: 1.1611, loss: 1.1611, grad_norm: 7.9511 2020-08-17 01:49:50,925 - mmaction - INFO - Epoch [61][1740/2505] lr: 3.750e-04, eta: 20:50:21, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8729, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.1247 2020-08-17 01:50:06,622 - mmaction - INFO - Epoch [61][1760/2505] lr: 3.750e-04, eta: 20:50:06, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8724, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.1587 2020-08-17 01:50:21,057 - mmaction - INFO - Epoch [61][1780/2505] lr: 3.750e-04, eta: 20:49:50, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8677, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.4351 2020-08-17 01:50:36,330 - mmaction - INFO - Epoch [61][1800/2505] lr: 3.750e-04, eta: 20:49:35, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8812, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.1764 2020-08-17 01:50:52,119 - mmaction - INFO - Epoch [61][1820/2505] lr: 3.750e-04, eta: 20:49:20, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8891, loss_cls: 1.1635, loss: 1.1635, grad_norm: 7.9778 2020-08-17 01:51:06,446 - mmaction - INFO - Epoch [61][1840/2505] lr: 3.750e-04, eta: 20:49:04, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8797, loss_cls: 1.2446, loss: 1.2446, grad_norm: 8.2757 2020-08-17 01:51:21,400 - mmaction - INFO - Epoch [61][1860/2505] lr: 3.750e-04, eta: 20:48:49, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8667, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.2404 2020-08-17 01:51:36,215 - mmaction - INFO - Epoch [61][1880/2505] lr: 3.750e-04, eta: 20:48:33, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8917, loss_cls: 1.0902, loss: 1.0902, grad_norm: 7.8415 2020-08-17 01:51:51,602 - mmaction - INFO - Epoch [61][1900/2505] lr: 3.750e-04, eta: 20:48:18, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8865, loss_cls: 1.1559, loss: 1.1559, grad_norm: 7.8161 2020-08-17 01:52:06,384 - mmaction - INFO - Epoch [61][1920/2505] lr: 3.750e-04, eta: 20:48:02, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8766, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.7779 2020-08-17 01:52:21,343 - mmaction - INFO - Epoch [61][1940/2505] lr: 3.750e-04, eta: 20:47:47, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8755, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.1943 2020-08-17 01:52:35,987 - mmaction - INFO - Epoch [61][1960/2505] lr: 3.750e-04, eta: 20:47:31, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8682, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.0134 2020-08-17 01:52:51,138 - mmaction - INFO - Epoch [61][1980/2505] lr: 3.750e-04, eta: 20:47:16, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8755, loss_cls: 1.2159, loss: 1.2159, grad_norm: 8.0771 2020-08-17 01:53:06,262 - mmaction - INFO - Epoch [61][2000/2505] lr: 3.750e-04, eta: 20:47:01, time: 0.756, data_time: 0.001, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8948, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.0944 2020-08-17 01:53:21,514 - mmaction - INFO - Epoch [61][2020/2505] lr: 3.750e-04, eta: 20:46:46, time: 0.763, data_time: 0.002, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8620, loss_cls: 1.2879, loss: 1.2879, grad_norm: 8.4407 2020-08-17 01:53:36,159 - mmaction - INFO - Epoch [61][2040/2505] lr: 3.750e-04, eta: 20:46:30, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1771, loss: 1.1771, grad_norm: 8.0666 2020-08-17 01:53:52,110 - mmaction - INFO - Epoch [61][2060/2505] lr: 3.750e-04, eta: 20:46:15, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2228, loss: 1.2228, grad_norm: 8.1180 2020-08-17 01:54:06,969 - mmaction - INFO - Epoch [61][2080/2505] lr: 3.750e-04, eta: 20:46:00, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.5412 2020-08-17 01:54:22,350 - mmaction - INFO - Epoch [61][2100/2505] lr: 3.750e-04, eta: 20:45:45, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8932, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.0208 2020-08-17 01:54:37,596 - mmaction - INFO - Epoch [61][2120/2505] lr: 3.750e-04, eta: 20:45:29, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8885, loss_cls: 1.2045, loss: 1.2045, grad_norm: 8.0521 2020-08-17 01:54:52,013 - mmaction - INFO - Epoch [61][2140/2505] lr: 3.750e-04, eta: 20:45:13, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8797, loss_cls: 1.2082, loss: 1.2082, grad_norm: 8.2734 2020-08-17 01:55:07,182 - mmaction - INFO - Epoch [61][2160/2505] lr: 3.750e-04, eta: 20:44:58, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8776, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.3657 2020-08-17 01:55:22,416 - mmaction - INFO - Epoch [61][2180/2505] lr: 3.750e-04, eta: 20:44:43, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8578, loss_cls: 1.2991, loss: 1.2991, grad_norm: 8.5672 2020-08-17 01:55:38,116 - mmaction - INFO - Epoch [61][2200/2505] lr: 3.750e-04, eta: 20:44:28, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8714, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.2465 2020-08-17 01:55:52,911 - mmaction - INFO - Epoch [61][2220/2505] lr: 3.750e-04, eta: 20:44:13, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2213, loss: 1.2213, grad_norm: 8.1141 2020-08-17 01:56:08,279 - mmaction - INFO - Epoch [61][2240/2505] lr: 3.750e-04, eta: 20:43:57, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8734, loss_cls: 1.2302, loss: 1.2302, grad_norm: 8.2207 2020-08-17 01:56:23,596 - mmaction - INFO - Epoch [61][2260/2505] lr: 3.750e-04, eta: 20:43:42, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8714, loss_cls: 1.2289, loss: 1.2289, grad_norm: 8.2835 2020-08-17 01:56:38,729 - mmaction - INFO - Epoch [61][2280/2505] lr: 3.750e-04, eta: 20:43:27, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8760, loss_cls: 1.2028, loss: 1.2028, grad_norm: 8.0237 2020-08-17 01:56:54,043 - mmaction - INFO - Epoch [61][2300/2505] lr: 3.750e-04, eta: 20:43:12, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8786, loss_cls: 1.2098, loss: 1.2098, grad_norm: 8.0847 2020-08-17 01:57:08,607 - mmaction - INFO - Epoch [61][2320/2505] lr: 3.750e-04, eta: 20:42:56, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8849, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.1874 2020-08-17 01:57:23,731 - mmaction - INFO - Epoch [61][2340/2505] lr: 3.750e-04, eta: 20:42:41, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8870, loss_cls: 1.1749, loss: 1.1749, grad_norm: 8.0631 2020-08-17 01:57:39,033 - mmaction - INFO - Epoch [61][2360/2505] lr: 3.750e-04, eta: 20:42:26, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8802, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.9864 2020-08-17 01:57:54,004 - mmaction - INFO - Epoch [61][2380/2505] lr: 3.750e-04, eta: 20:42:10, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8839, loss_cls: 1.1968, loss: 1.1968, grad_norm: 8.2733 2020-08-17 01:58:08,713 - mmaction - INFO - Epoch [61][2400/2505] lr: 3.750e-04, eta: 20:41:55, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8865, loss_cls: 1.1871, loss: 1.1871, grad_norm: 8.0452 2020-08-17 01:58:24,548 - mmaction - INFO - Epoch [61][2420/2505] lr: 3.750e-04, eta: 20:41:40, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8839, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.3446 2020-08-17 01:58:39,717 - mmaction - INFO - Epoch [61][2440/2505] lr: 3.750e-04, eta: 20:41:24, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8760, loss_cls: 1.1966, loss: 1.1966, grad_norm: 8.2253 2020-08-17 01:58:55,512 - mmaction - INFO - Epoch [61][2460/2505] lr: 3.750e-04, eta: 20:41:09, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8786, loss_cls: 1.2384, loss: 1.2384, grad_norm: 8.3548 2020-08-17 01:59:10,843 - mmaction - INFO - Epoch [61][2480/2505] lr: 3.750e-04, eta: 20:40:54, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8698, loss_cls: 1.2432, loss: 1.2432, grad_norm: 8.2767 2020-08-17 01:59:25,790 - mmaction - INFO - Epoch [61][2500/2505] lr: 3.750e-04, eta: 20:40:39, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8745, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.4251 2020-08-17 01:59:29,443 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-08-17 01:59:50,309 - mmaction - INFO - Epoch [62][20/2505] lr: 3.750e-04, eta: 20:40:21, time: 1.022, data_time: 0.403, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1683, loss: 1.1683, grad_norm: 8.1738 2020-08-17 02:00:05,734 - mmaction - INFO - Epoch [62][40/2505] lr: 3.750e-04, eta: 20:40:06, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2020, loss: 1.2020, grad_norm: 7.9737 2020-08-17 02:00:20,397 - mmaction - INFO - Epoch [62][60/2505] lr: 3.750e-04, eta: 20:39:50, time: 0.736, data_time: 0.014, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8844, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.9788 2020-08-17 02:00:36,009 - mmaction - INFO - Epoch [62][80/2505] lr: 3.750e-04, eta: 20:39:35, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8807, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.2507 2020-08-17 02:00:50,994 - mmaction - INFO - Epoch [62][100/2505] lr: 3.750e-04, eta: 20:39:20, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8646, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.2404 2020-08-17 02:01:06,297 - mmaction - INFO - Epoch [62][120/2505] lr: 3.750e-04, eta: 20:39:04, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8687, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.3041 2020-08-17 02:01:20,688 - mmaction - INFO - Epoch [62][140/2505] lr: 3.750e-04, eta: 20:38:49, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1954, loss: 1.1954, grad_norm: 8.1016 2020-08-17 02:01:35,799 - mmaction - INFO - Epoch [62][160/2505] lr: 3.750e-04, eta: 20:38:33, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8750, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.2787 2020-08-17 02:01:52,110 - mmaction - INFO - Epoch [62][180/2505] lr: 3.750e-04, eta: 20:38:19, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8943, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.9213 2020-08-17 02:02:06,141 - mmaction - INFO - Epoch [62][200/2505] lr: 3.750e-04, eta: 20:38:03, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8833, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.2640 2020-08-17 02:02:20,918 - mmaction - INFO - Epoch [62][220/2505] lr: 3.750e-04, eta: 20:37:47, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8677, loss_cls: 1.2403, loss: 1.2403, grad_norm: 8.2091 2020-08-17 02:02:36,256 - mmaction - INFO - Epoch [62][240/2505] lr: 3.750e-04, eta: 20:37:32, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8797, loss_cls: 1.1907, loss: 1.1907, grad_norm: 8.1233 2020-08-17 02:02:52,033 - mmaction - INFO - Epoch [62][260/2505] lr: 3.750e-04, eta: 20:37:17, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8823, loss_cls: 1.1956, loss: 1.1956, grad_norm: 7.8304 2020-08-17 02:03:06,878 - mmaction - INFO - Epoch [62][280/2505] lr: 3.750e-04, eta: 20:37:02, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8818, loss_cls: 1.1628, loss: 1.1628, grad_norm: 7.9273 2020-08-17 02:03:21,965 - mmaction - INFO - Epoch [62][300/2505] lr: 3.750e-04, eta: 20:36:46, time: 0.754, data_time: 0.002, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8641, loss_cls: 1.2912, loss: 1.2912, grad_norm: 8.3106 2020-08-17 02:03:38,183 - mmaction - INFO - Epoch [62][320/2505] lr: 3.750e-04, eta: 20:36:32, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8911, loss_cls: 1.1634, loss: 1.1634, grad_norm: 7.9540 2020-08-17 02:03:52,409 - mmaction - INFO - Epoch [62][340/2505] lr: 3.750e-04, eta: 20:36:16, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8786, loss_cls: 1.2511, loss: 1.2511, grad_norm: 8.3217 2020-08-17 02:04:07,773 - mmaction - INFO - Epoch [62][360/2505] lr: 3.750e-04, eta: 20:36:01, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2247, loss: 1.2247, grad_norm: 8.1003 2020-08-17 02:04:22,747 - mmaction - INFO - Epoch [62][380/2505] lr: 3.750e-04, eta: 20:35:45, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8812, loss_cls: 1.2025, loss: 1.2025, grad_norm: 8.1319 2020-08-17 02:04:37,577 - mmaction - INFO - Epoch [62][400/2505] lr: 3.750e-04, eta: 20:35:30, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8797, loss_cls: 1.1739, loss: 1.1739, grad_norm: 7.9608 2020-08-17 02:04:52,968 - mmaction - INFO - Epoch [62][420/2505] lr: 3.750e-04, eta: 20:35:15, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.2272 2020-08-17 02:05:07,642 - mmaction - INFO - Epoch [62][440/2505] lr: 3.750e-04, eta: 20:34:59, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8974, loss_cls: 1.0949, loss: 1.0949, grad_norm: 7.6770 2020-08-17 02:05:22,878 - mmaction - INFO - Epoch [62][460/2505] lr: 3.750e-04, eta: 20:34:44, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8807, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.9973 2020-08-17 02:05:38,550 - mmaction - INFO - Epoch [62][480/2505] lr: 3.750e-04, eta: 20:34:29, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8859, loss_cls: 1.1553, loss: 1.1553, grad_norm: 8.1369 2020-08-17 02:05:53,272 - mmaction - INFO - Epoch [62][500/2505] lr: 3.750e-04, eta: 20:34:13, time: 0.734, data_time: 0.008, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8859, loss_cls: 1.1737, loss: 1.1737, grad_norm: 8.0021 2020-08-17 02:06:08,062 - mmaction - INFO - Epoch [62][520/2505] lr: 3.750e-04, eta: 20:33:58, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8969, loss_cls: 1.1449, loss: 1.1449, grad_norm: 8.2034 2020-08-17 02:06:23,472 - mmaction - INFO - Epoch [62][540/2505] lr: 3.750e-04, eta: 20:33:43, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8745, loss_cls: 1.1769, loss: 1.1769, grad_norm: 7.8465 2020-08-17 02:06:39,017 - mmaction - INFO - Epoch [62][560/2505] lr: 3.750e-04, eta: 20:33:28, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8661, loss_cls: 1.2461, loss: 1.2461, grad_norm: 8.2628 2020-08-17 02:06:53,844 - mmaction - INFO - Epoch [62][580/2505] lr: 3.750e-04, eta: 20:33:12, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8724, loss_cls: 1.2547, loss: 1.2547, grad_norm: 8.4079 2020-08-17 02:07:08,877 - mmaction - INFO - Epoch [62][600/2505] lr: 3.750e-04, eta: 20:32:57, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.0530 2020-08-17 02:07:23,938 - mmaction - INFO - Epoch [62][620/2505] lr: 3.750e-04, eta: 20:32:41, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8911, loss_cls: 1.1543, loss: 1.1543, grad_norm: 7.9698 2020-08-17 02:07:38,565 - mmaction - INFO - Epoch [62][640/2505] lr: 3.750e-04, eta: 20:32:26, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8792, loss_cls: 1.2216, loss: 1.2216, grad_norm: 8.2876 2020-08-17 02:07:54,196 - mmaction - INFO - Epoch [62][660/2505] lr: 3.750e-04, eta: 20:32:11, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8833, loss_cls: 1.2167, loss: 1.2167, grad_norm: 8.2580 2020-08-17 02:08:08,666 - mmaction - INFO - Epoch [62][680/2505] lr: 3.750e-04, eta: 20:31:55, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8953, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.0085 2020-08-17 02:08:23,785 - mmaction - INFO - Epoch [62][700/2505] lr: 3.750e-04, eta: 20:31:40, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1557, loss: 1.1557, grad_norm: 8.1276 2020-08-17 02:08:39,611 - mmaction - INFO - Epoch [62][720/2505] lr: 3.750e-04, eta: 20:31:25, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.0564 2020-08-17 02:08:54,539 - mmaction - INFO - Epoch [62][740/2505] lr: 3.750e-04, eta: 20:31:09, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8693, loss_cls: 1.2331, loss: 1.2331, grad_norm: 8.1996 2020-08-17 02:09:09,345 - mmaction - INFO - Epoch [62][760/2505] lr: 3.750e-04, eta: 20:30:54, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8937, loss_cls: 1.1220, loss: 1.1220, grad_norm: 7.9822 2020-08-17 02:09:24,133 - mmaction - INFO - Epoch [62][780/2505] lr: 3.750e-04, eta: 20:30:38, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8823, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.2393 2020-08-17 02:09:39,328 - mmaction - INFO - Epoch [62][800/2505] lr: 3.750e-04, eta: 20:30:23, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8880, loss_cls: 1.1451, loss: 1.1451, grad_norm: 7.9891 2020-08-17 02:09:54,968 - mmaction - INFO - Epoch [62][820/2505] lr: 3.750e-04, eta: 20:30:08, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8865, loss_cls: 1.1704, loss: 1.1704, grad_norm: 7.9866 2020-08-17 02:10:09,761 - mmaction - INFO - Epoch [62][840/2505] lr: 3.750e-04, eta: 20:29:53, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8760, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.1636 2020-08-17 02:10:24,508 - mmaction - INFO - Epoch [62][860/2505] lr: 3.750e-04, eta: 20:29:37, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8818, loss_cls: 1.1895, loss: 1.1895, grad_norm: 7.9437 2020-08-17 02:10:39,844 - mmaction - INFO - Epoch [62][880/2505] lr: 3.750e-04, eta: 20:29:22, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8844, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.0295 2020-08-17 02:10:55,396 - mmaction - INFO - Epoch [62][900/2505] lr: 3.750e-04, eta: 20:29:07, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8740, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.1602 2020-08-17 02:11:10,405 - mmaction - INFO - Epoch [62][920/2505] lr: 3.750e-04, eta: 20:28:51, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8911, loss_cls: 1.1315, loss: 1.1315, grad_norm: 7.8983 2020-08-17 02:11:25,342 - mmaction - INFO - Epoch [62][940/2505] lr: 3.750e-04, eta: 20:28:36, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8677, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.5512 2020-08-17 02:11:39,943 - mmaction - INFO - Epoch [62][960/2505] lr: 3.750e-04, eta: 20:28:20, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8745, loss_cls: 1.2454, loss: 1.2454, grad_norm: 8.4467 2020-08-17 02:11:54,535 - mmaction - INFO - Epoch [62][980/2505] lr: 3.750e-04, eta: 20:28:05, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8786, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.2838 2020-08-17 02:12:09,915 - mmaction - INFO - Epoch [62][1000/2505] lr: 3.750e-04, eta: 20:27:50, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8734, loss_cls: 1.2271, loss: 1.2271, grad_norm: 8.3497 2020-08-17 02:12:25,568 - mmaction - INFO - Epoch [62][1020/2505] lr: 3.750e-04, eta: 20:27:35, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8870, loss_cls: 1.1705, loss: 1.1705, grad_norm: 8.0148 2020-08-17 02:12:40,907 - mmaction - INFO - Epoch [62][1040/2505] lr: 3.750e-04, eta: 20:27:19, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8870, loss_cls: 1.1164, loss: 1.1164, grad_norm: 7.7414 2020-08-17 02:12:57,025 - mmaction - INFO - Epoch [62][1060/2505] lr: 3.750e-04, eta: 20:27:05, time: 0.807, data_time: 0.003, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8823, loss_cls: 1.2008, loss: 1.2008, grad_norm: 8.3667 2020-08-17 02:13:11,546 - mmaction - INFO - Epoch [62][1080/2505] lr: 3.750e-04, eta: 20:26:49, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.2053, loss: 1.2053, grad_norm: 8.4086 2020-08-17 02:13:25,732 - mmaction - INFO - Epoch [62][1100/2505] lr: 3.750e-04, eta: 20:26:33, time: 0.711, data_time: 0.003, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8745, loss_cls: 1.1937, loss: 1.1937, grad_norm: 8.0769 2020-08-17 02:13:41,495 - mmaction - INFO - Epoch [62][1120/2505] lr: 3.750e-04, eta: 20:26:18, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.0197 2020-08-17 02:13:57,376 - mmaction - INFO - Epoch [62][1140/2505] lr: 3.750e-04, eta: 20:26:03, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1906, loss: 1.1906, grad_norm: 7.9428 2020-08-17 02:14:11,082 - mmaction - INFO - Epoch [62][1160/2505] lr: 3.750e-04, eta: 20:25:47, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.9583 2020-08-17 02:14:25,592 - mmaction - INFO - Epoch [62][1180/2505] lr: 3.750e-04, eta: 20:25:32, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1425, loss: 1.1425, grad_norm: 8.0794 2020-08-17 02:14:41,757 - mmaction - INFO - Epoch [62][1200/2505] lr: 3.750e-04, eta: 20:25:17, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8630, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.2784 2020-08-17 02:14:55,908 - mmaction - INFO - Epoch [62][1220/2505] lr: 3.750e-04, eta: 20:25:01, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1987, loss: 1.1987, grad_norm: 8.2109 2020-08-17 02:15:10,645 - mmaction - INFO - Epoch [62][1240/2505] lr: 3.750e-04, eta: 20:24:45, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1949, loss: 1.1949, grad_norm: 8.0344 2020-08-17 02:15:26,605 - mmaction - INFO - Epoch [62][1260/2505] lr: 3.750e-04, eta: 20:24:31, time: 0.796, data_time: 0.007, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8667, loss_cls: 1.2485, loss: 1.2485, grad_norm: 8.4870 2020-08-17 02:15:41,415 - mmaction - INFO - Epoch [62][1280/2505] lr: 3.750e-04, eta: 20:24:15, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8807, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.1627 2020-08-17 02:15:56,608 - mmaction - INFO - Epoch [62][1300/2505] lr: 3.750e-04, eta: 20:24:00, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8729, loss_cls: 1.1978, loss: 1.1978, grad_norm: 7.8428 2020-08-17 02:16:11,031 - mmaction - INFO - Epoch [62][1320/2505] lr: 3.750e-04, eta: 20:23:44, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8818, loss_cls: 1.1853, loss: 1.1853, grad_norm: 7.8526 2020-08-17 02:16:26,546 - mmaction - INFO - Epoch [62][1340/2505] lr: 3.750e-04, eta: 20:23:29, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8729, loss_cls: 1.1768, loss: 1.1768, grad_norm: 7.9571 2020-08-17 02:16:41,268 - mmaction - INFO - Epoch [62][1360/2505] lr: 3.750e-04, eta: 20:23:13, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1980, loss: 1.1980, grad_norm: 8.2679 2020-08-17 02:16:55,977 - mmaction - INFO - Epoch [62][1380/2505] lr: 3.750e-04, eta: 20:22:58, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8818, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.2103 2020-08-17 02:17:11,038 - mmaction - INFO - Epoch [62][1400/2505] lr: 3.750e-04, eta: 20:22:43, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8724, loss_cls: 1.2116, loss: 1.2116, grad_norm: 8.2051 2020-08-17 02:17:26,502 - mmaction - INFO - Epoch [62][1420/2505] lr: 3.750e-04, eta: 20:22:27, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8786, loss_cls: 1.2279, loss: 1.2279, grad_norm: 8.3823 2020-08-17 02:17:40,975 - mmaction - INFO - Epoch [62][1440/2505] lr: 3.750e-04, eta: 20:22:12, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8802, loss_cls: 1.2257, loss: 1.2257, grad_norm: 8.3705 2020-08-17 02:17:56,524 - mmaction - INFO - Epoch [62][1460/2505] lr: 3.750e-04, eta: 20:21:57, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8792, loss_cls: 1.1910, loss: 1.1910, grad_norm: 8.0252 2020-08-17 02:18:11,212 - mmaction - INFO - Epoch [62][1480/2505] lr: 3.750e-04, eta: 20:21:41, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1509, loss: 1.1509, grad_norm: 8.0713 2020-08-17 02:18:26,678 - mmaction - INFO - Epoch [62][1500/2505] lr: 3.750e-04, eta: 20:21:26, time: 0.775, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8828, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.0778 2020-08-17 02:18:41,779 - mmaction - INFO - Epoch [62][1520/2505] lr: 3.750e-04, eta: 20:21:11, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8896, loss_cls: 1.1668, loss: 1.1668, grad_norm: 7.9725 2020-08-17 02:18:56,949 - mmaction - INFO - Epoch [62][1540/2505] lr: 3.750e-04, eta: 20:20:55, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.6792, top5_acc: 0.8740, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.5418 2020-08-17 02:19:13,610 - mmaction - INFO - Epoch [62][1560/2505] lr: 3.750e-04, eta: 20:20:41, time: 0.830, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8807, loss_cls: 1.2227, loss: 1.2227, grad_norm: 8.1089 2020-08-17 02:19:28,819 - mmaction - INFO - Epoch [62][1580/2505] lr: 3.750e-04, eta: 20:20:26, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8823, loss_cls: 1.1907, loss: 1.1907, grad_norm: 8.2804 2020-08-17 02:19:43,047 - mmaction - INFO - Epoch [62][1600/2505] lr: 3.750e-04, eta: 20:20:10, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8786, loss_cls: 1.1936, loss: 1.1936, grad_norm: 8.2571 2020-08-17 02:19:58,395 - mmaction - INFO - Epoch [62][1620/2505] lr: 3.750e-04, eta: 20:19:55, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8870, loss_cls: 1.1581, loss: 1.1581, grad_norm: 8.0096 2020-08-17 02:20:12,933 - mmaction - INFO - Epoch [62][1640/2505] lr: 3.750e-04, eta: 20:19:39, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8937, loss_cls: 1.2052, loss: 1.2052, grad_norm: 8.3241 2020-08-17 02:20:28,183 - mmaction - INFO - Epoch [62][1660/2505] lr: 3.750e-04, eta: 20:19:24, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8729, loss_cls: 1.1764, loss: 1.1764, grad_norm: 8.1613 2020-08-17 02:20:43,445 - mmaction - INFO - Epoch [62][1680/2505] lr: 3.750e-04, eta: 20:19:09, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8708, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.1907 2020-08-17 02:20:58,943 - mmaction - INFO - Epoch [62][1700/2505] lr: 3.750e-04, eta: 20:18:54, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8828, loss_cls: 1.2209, loss: 1.2209, grad_norm: 8.2097 2020-08-17 02:21:13,427 - mmaction - INFO - Epoch [62][1720/2505] lr: 3.750e-04, eta: 20:18:38, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8823, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.1381 2020-08-17 02:21:28,064 - mmaction - INFO - Epoch [62][1740/2505] lr: 3.750e-04, eta: 20:18:22, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8740, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.3195 2020-08-17 02:21:42,973 - mmaction - INFO - Epoch [62][1760/2505] lr: 3.750e-04, eta: 20:18:07, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8833, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.0384 2020-08-17 02:21:58,249 - mmaction - INFO - Epoch [62][1780/2505] lr: 3.750e-04, eta: 20:17:52, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8896, loss_cls: 1.1720, loss: 1.1720, grad_norm: 8.0117 2020-08-17 02:22:13,169 - mmaction - INFO - Epoch [62][1800/2505] lr: 3.750e-04, eta: 20:17:36, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8818, loss_cls: 1.1881, loss: 1.1881, grad_norm: 8.1453 2020-08-17 02:22:28,501 - mmaction - INFO - Epoch [62][1820/2505] lr: 3.750e-04, eta: 20:17:21, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.1324 2020-08-17 02:22:43,158 - mmaction - INFO - Epoch [62][1840/2505] lr: 3.750e-04, eta: 20:17:05, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8776, loss_cls: 1.2244, loss: 1.2244, grad_norm: 8.1408 2020-08-17 02:22:57,883 - mmaction - INFO - Epoch [62][1860/2505] lr: 3.750e-04, eta: 20:16:50, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8854, loss_cls: 1.1982, loss: 1.1982, grad_norm: 8.1084 2020-08-17 02:23:13,067 - mmaction - INFO - Epoch [62][1880/2505] lr: 3.750e-04, eta: 20:16:35, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8833, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.3154 2020-08-17 02:23:28,431 - mmaction - INFO - Epoch [62][1900/2505] lr: 3.750e-04, eta: 20:16:19, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8740, loss_cls: 1.2499, loss: 1.2499, grad_norm: 8.3777 2020-08-17 02:23:43,489 - mmaction - INFO - Epoch [62][1920/2505] lr: 3.750e-04, eta: 20:16:04, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8698, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.3439 2020-08-17 02:23:58,586 - mmaction - INFO - Epoch [62][1940/2505] lr: 3.750e-04, eta: 20:15:49, time: 0.755, data_time: 0.003, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8667, loss_cls: 1.2549, loss: 1.2549, grad_norm: 8.3911 2020-08-17 02:24:13,393 - mmaction - INFO - Epoch [62][1960/2505] lr: 3.750e-04, eta: 20:15:33, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8859, loss_cls: 1.1937, loss: 1.1937, grad_norm: 8.2509 2020-08-17 02:24:28,400 - mmaction - INFO - Epoch [62][1980/2505] lr: 3.750e-04, eta: 20:15:18, time: 0.748, data_time: 0.008, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8760, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.2482 2020-08-17 02:24:42,943 - mmaction - INFO - Epoch [62][2000/2505] lr: 3.750e-04, eta: 20:15:02, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.2217, loss: 1.2217, grad_norm: 8.3856 2020-08-17 02:24:57,802 - mmaction - INFO - Epoch [62][2020/2505] lr: 3.750e-04, eta: 20:14:47, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8818, loss_cls: 1.2028, loss: 1.2028, grad_norm: 8.3429 2020-08-17 02:25:13,357 - mmaction - INFO - Epoch [62][2040/2505] lr: 3.750e-04, eta: 20:14:32, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8745, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.0169 2020-08-17 02:25:28,622 - mmaction - INFO - Epoch [62][2060/2505] lr: 3.750e-04, eta: 20:14:17, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.6823, top5_acc: 0.8755, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.5274 2020-08-17 02:25:44,082 - mmaction - INFO - Epoch [62][2080/2505] lr: 3.750e-04, eta: 20:14:01, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8823, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.4004 2020-08-17 02:25:58,749 - mmaction - INFO - Epoch [62][2100/2505] lr: 3.750e-04, eta: 20:13:46, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1857, loss: 1.1857, grad_norm: 8.1308 2020-08-17 02:26:14,231 - mmaction - INFO - Epoch [62][2120/2505] lr: 3.750e-04, eta: 20:13:31, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8797, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.2105 2020-08-17 02:26:28,671 - mmaction - INFO - Epoch [62][2140/2505] lr: 3.750e-04, eta: 20:13:15, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.2887 2020-08-17 02:26:43,839 - mmaction - INFO - Epoch [62][2160/2505] lr: 3.750e-04, eta: 20:13:00, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.2260 2020-08-17 02:26:58,717 - mmaction - INFO - Epoch [62][2180/2505] lr: 3.750e-04, eta: 20:12:44, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1614, loss: 1.1614, grad_norm: 7.9263 2020-08-17 02:27:14,798 - mmaction - INFO - Epoch [62][2200/2505] lr: 3.750e-04, eta: 20:12:30, time: 0.805, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8734, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.2968 2020-08-17 02:27:29,584 - mmaction - INFO - Epoch [62][2220/2505] lr: 3.750e-04, eta: 20:12:14, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8708, loss_cls: 1.2509, loss: 1.2509, grad_norm: 8.1995 2020-08-17 02:27:44,192 - mmaction - INFO - Epoch [62][2240/2505] lr: 3.750e-04, eta: 20:11:58, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8688, loss_cls: 1.2334, loss: 1.2334, grad_norm: 8.0394 2020-08-17 02:27:58,936 - mmaction - INFO - Epoch [62][2260/2505] lr: 3.750e-04, eta: 20:11:43, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8786, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.0256 2020-08-17 02:28:13,960 - mmaction - INFO - Epoch [62][2280/2505] lr: 3.750e-04, eta: 20:11:28, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.3438 2020-08-17 02:28:28,943 - mmaction - INFO - Epoch [62][2300/2505] lr: 3.750e-04, eta: 20:11:12, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8792, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.8729 2020-08-17 02:28:43,651 - mmaction - INFO - Epoch [62][2320/2505] lr: 3.750e-04, eta: 20:10:57, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8823, loss_cls: 1.1970, loss: 1.1970, grad_norm: 8.1775 2020-08-17 02:28:59,715 - mmaction - INFO - Epoch [62][2340/2505] lr: 3.750e-04, eta: 20:10:42, time: 0.802, data_time: 0.002, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8880, loss_cls: 1.1605, loss: 1.1605, grad_norm: 7.9798 2020-08-17 02:29:14,063 - mmaction - INFO - Epoch [62][2360/2505] lr: 3.750e-04, eta: 20:10:26, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8776, loss_cls: 1.1978, loss: 1.1978, grad_norm: 8.4721 2020-08-17 02:29:28,812 - mmaction - INFO - Epoch [62][2380/2505] lr: 3.750e-04, eta: 20:10:11, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8781, loss_cls: 1.1992, loss: 1.1992, grad_norm: 8.4080 2020-08-17 02:29:44,171 - mmaction - INFO - Epoch [62][2400/2505] lr: 3.750e-04, eta: 20:09:55, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8651, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.5130 2020-08-17 02:29:58,984 - mmaction - INFO - Epoch [62][2420/2505] lr: 3.750e-04, eta: 20:09:40, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8729, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.3666 2020-08-17 02:30:14,102 - mmaction - INFO - Epoch [62][2440/2505] lr: 3.750e-04, eta: 20:09:25, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8776, loss_cls: 1.2436, loss: 1.2436, grad_norm: 8.5466 2020-08-17 02:30:29,426 - mmaction - INFO - Epoch [62][2460/2505] lr: 3.750e-04, eta: 20:09:09, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8812, loss_cls: 1.2051, loss: 1.2051, grad_norm: 8.0428 2020-08-17 02:30:44,630 - mmaction - INFO - Epoch [62][2480/2505] lr: 3.750e-04, eta: 20:08:54, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2088, loss: 1.2088, grad_norm: 8.1384 2020-08-17 02:30:59,199 - mmaction - INFO - Epoch [62][2500/2505] lr: 3.750e-04, eta: 20:08:38, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8870, loss_cls: 1.1889, loss: 1.1889, grad_norm: 8.2401 2020-08-17 02:31:03,436 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-08-17 02:31:27,568 - mmaction - INFO - Epoch [63][20/2505] lr: 3.750e-04, eta: 20:08:22, time: 1.175, data_time: 0.570, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.0028 2020-08-17 02:31:40,738 - mmaction - INFO - Epoch [63][40/2505] lr: 3.750e-04, eta: 20:08:06, time: 0.661, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.1662, loss: 1.1662, grad_norm: 8.0296 2020-08-17 02:31:55,193 - mmaction - INFO - Epoch [63][60/2505] lr: 3.750e-04, eta: 20:07:50, time: 0.723, data_time: 0.003, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8724, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.2993 2020-08-17 02:32:10,084 - mmaction - INFO - Epoch [63][80/2505] lr: 3.750e-04, eta: 20:07:35, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8812, loss_cls: 1.2310, loss: 1.2310, grad_norm: 8.2101 2020-08-17 02:32:24,453 - mmaction - INFO - Epoch [63][100/2505] lr: 3.750e-04, eta: 20:07:19, time: 0.719, data_time: 0.003, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8885, loss_cls: 1.1221, loss: 1.1221, grad_norm: 7.8477 2020-08-17 02:32:39,256 - mmaction - INFO - Epoch [63][120/2505] lr: 3.750e-04, eta: 20:07:03, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8859, loss_cls: 1.1492, loss: 1.1492, grad_norm: 8.0008 2020-08-17 02:32:54,863 - mmaction - INFO - Epoch [63][140/2505] lr: 3.750e-04, eta: 20:06:48, time: 0.781, data_time: 0.002, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8687, loss_cls: 1.2876, loss: 1.2876, grad_norm: 8.3828 2020-08-17 02:33:09,217 - mmaction - INFO - Epoch [63][160/2505] lr: 3.750e-04, eta: 20:06:32, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8703, loss_cls: 1.2686, loss: 1.2686, grad_norm: 8.5775 2020-08-17 02:33:23,785 - mmaction - INFO - Epoch [63][180/2505] lr: 3.750e-04, eta: 20:06:17, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8859, loss_cls: 1.1499, loss: 1.1499, grad_norm: 7.8665 2020-08-17 02:33:39,439 - mmaction - INFO - Epoch [63][200/2505] lr: 3.750e-04, eta: 20:06:02, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8859, loss_cls: 1.1183, loss: 1.1183, grad_norm: 8.0147 2020-08-17 02:33:54,058 - mmaction - INFO - Epoch [63][220/2505] lr: 3.750e-04, eta: 20:05:46, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8786, loss_cls: 1.1920, loss: 1.1920, grad_norm: 8.1303 2020-08-17 02:34:09,046 - mmaction - INFO - Epoch [63][240/2505] lr: 3.750e-04, eta: 20:05:31, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.2115, loss: 1.2115, grad_norm: 8.2496 2020-08-17 02:34:23,886 - mmaction - INFO - Epoch [63][260/2505] lr: 3.750e-04, eta: 20:05:15, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8703, loss_cls: 1.2454, loss: 1.2454, grad_norm: 8.3114 2020-08-17 02:34:39,532 - mmaction - INFO - Epoch [63][280/2505] lr: 3.750e-04, eta: 20:05:00, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8865, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.1170 2020-08-17 02:34:54,095 - mmaction - INFO - Epoch [63][300/2505] lr: 3.750e-04, eta: 20:04:45, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8885, loss_cls: 1.1814, loss: 1.1814, grad_norm: 8.3783 2020-08-17 02:35:09,554 - mmaction - INFO - Epoch [63][320/2505] lr: 3.750e-04, eta: 20:04:30, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8760, loss_cls: 1.2172, loss: 1.2172, grad_norm: 8.3176 2020-08-17 02:35:24,340 - mmaction - INFO - Epoch [63][340/2505] lr: 3.750e-04, eta: 20:04:14, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8891, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.1339 2020-08-17 02:35:39,155 - mmaction - INFO - Epoch [63][360/2505] lr: 3.750e-04, eta: 20:03:59, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8771, loss_cls: 1.2123, loss: 1.2123, grad_norm: 8.2547 2020-08-17 02:35:53,838 - mmaction - INFO - Epoch [63][380/2505] lr: 3.750e-04, eta: 20:03:43, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8807, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.2980 2020-08-17 02:36:08,597 - mmaction - INFO - Epoch [63][400/2505] lr: 3.750e-04, eta: 20:03:28, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8854, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.0387 2020-08-17 02:36:24,044 - mmaction - INFO - Epoch [63][420/2505] lr: 3.750e-04, eta: 20:03:12, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8661, loss_cls: 1.2574, loss: 1.2574, grad_norm: 8.4392 2020-08-17 02:36:38,493 - mmaction - INFO - Epoch [63][440/2505] lr: 3.750e-04, eta: 20:02:57, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8755, loss_cls: 1.2058, loss: 1.2058, grad_norm: 8.3048 2020-08-17 02:36:53,848 - mmaction - INFO - Epoch [63][460/2505] lr: 3.750e-04, eta: 20:02:42, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8859, loss_cls: 1.2124, loss: 1.2124, grad_norm: 8.1953 2020-08-17 02:37:09,810 - mmaction - INFO - Epoch [63][480/2505] lr: 3.750e-04, eta: 20:02:27, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8891, loss_cls: 1.1853, loss: 1.1853, grad_norm: 8.2097 2020-08-17 02:37:24,380 - mmaction - INFO - Epoch [63][500/2505] lr: 3.750e-04, eta: 20:02:11, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8750, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.1658 2020-08-17 02:37:39,322 - mmaction - INFO - Epoch [63][520/2505] lr: 3.750e-04, eta: 20:01:56, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8786, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.0069 2020-08-17 02:37:54,252 - mmaction - INFO - Epoch [63][540/2505] lr: 3.750e-04, eta: 20:01:40, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8797, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.1769 2020-08-17 02:38:08,963 - mmaction - INFO - Epoch [63][560/2505] lr: 3.750e-04, eta: 20:01:25, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8828, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.3757 2020-08-17 02:38:24,551 - mmaction - INFO - Epoch [63][580/2505] lr: 3.750e-04, eta: 20:01:10, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8865, loss_cls: 1.1936, loss: 1.1936, grad_norm: 8.0812 2020-08-17 02:38:38,915 - mmaction - INFO - Epoch [63][600/2505] lr: 3.750e-04, eta: 20:00:54, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8927, loss_cls: 1.1681, loss: 1.1681, grad_norm: 8.0195 2020-08-17 02:38:53,660 - mmaction - INFO - Epoch [63][620/2505] lr: 3.750e-04, eta: 20:00:38, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8802, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.6288 2020-08-17 02:39:09,448 - mmaction - INFO - Epoch [63][640/2505] lr: 3.750e-04, eta: 20:00:24, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8708, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.3884 2020-08-17 02:39:23,698 - mmaction - INFO - Epoch [63][660/2505] lr: 3.750e-04, eta: 20:00:08, time: 0.713, data_time: 0.002, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8865, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.2484 2020-08-17 02:39:38,359 - mmaction - INFO - Epoch [63][680/2505] lr: 3.750e-04, eta: 19:59:52, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8771, loss_cls: 1.2152, loss: 1.2152, grad_norm: 8.5139 2020-08-17 02:39:53,457 - mmaction - INFO - Epoch [63][700/2505] lr: 3.750e-04, eta: 19:59:37, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.9704 2020-08-17 02:40:08,368 - mmaction - INFO - Epoch [63][720/2505] lr: 3.750e-04, eta: 19:59:21, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8802, loss_cls: 1.2276, loss: 1.2276, grad_norm: 8.3792 2020-08-17 02:40:22,796 - mmaction - INFO - Epoch [63][740/2505] lr: 3.750e-04, eta: 19:59:06, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6839, top5_acc: 0.8609, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.4429 2020-08-17 02:40:38,797 - mmaction - INFO - Epoch [63][760/2505] lr: 3.750e-04, eta: 19:58:51, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8729, loss_cls: 1.2023, loss: 1.2023, grad_norm: 8.1342 2020-08-17 02:40:53,963 - mmaction - INFO - Epoch [63][780/2505] lr: 3.750e-04, eta: 19:58:36, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8818, loss_cls: 1.1903, loss: 1.1903, grad_norm: 8.1701 2020-08-17 02:41:09,277 - mmaction - INFO - Epoch [63][800/2505] lr: 3.750e-04, eta: 19:58:20, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8740, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.1014 2020-08-17 02:41:23,166 - mmaction - INFO - Epoch [63][820/2505] lr: 3.750e-04, eta: 19:58:04, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8708, loss_cls: 1.2050, loss: 1.2050, grad_norm: 8.0294 2020-08-17 02:41:37,666 - mmaction - INFO - Epoch [63][840/2505] lr: 3.750e-04, eta: 19:57:49, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8766, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.1291 2020-08-17 02:41:52,425 - mmaction - INFO - Epoch [63][860/2505] lr: 3.750e-04, eta: 19:57:33, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8792, loss_cls: 1.2581, loss: 1.2581, grad_norm: 8.5291 2020-08-17 02:42:07,399 - mmaction - INFO - Epoch [63][880/2505] lr: 3.750e-04, eta: 19:57:18, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8833, loss_cls: 1.1738, loss: 1.1738, grad_norm: 8.1096 2020-08-17 02:42:22,230 - mmaction - INFO - Epoch [63][900/2505] lr: 3.750e-04, eta: 19:57:02, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8870, loss_cls: 1.1874, loss: 1.1874, grad_norm: 8.0881 2020-08-17 02:42:37,231 - mmaction - INFO - Epoch [63][920/2505] lr: 3.750e-04, eta: 19:56:47, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1752, loss: 1.1752, grad_norm: 8.0762 2020-08-17 02:42:52,014 - mmaction - INFO - Epoch [63][940/2505] lr: 3.750e-04, eta: 19:56:31, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8771, loss_cls: 1.1913, loss: 1.1913, grad_norm: 8.1056 2020-08-17 02:43:07,424 - mmaction - INFO - Epoch [63][960/2505] lr: 3.750e-04, eta: 19:56:16, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8792, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.0663 2020-08-17 02:43:21,692 - mmaction - INFO - Epoch [63][980/2505] lr: 3.750e-04, eta: 19:56:00, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.2439 2020-08-17 02:43:36,515 - mmaction - INFO - Epoch [63][1000/2505] lr: 3.750e-04, eta: 19:55:45, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8854, loss_cls: 1.2081, loss: 1.2081, grad_norm: 8.2290 2020-08-17 02:43:52,254 - mmaction - INFO - Epoch [63][1020/2505] lr: 3.750e-04, eta: 19:55:30, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8875, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.3294 2020-08-17 02:44:07,238 - mmaction - INFO - Epoch [63][1040/2505] lr: 3.750e-04, eta: 19:55:15, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8807, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.1890 2020-08-17 02:44:21,971 - mmaction - INFO - Epoch [63][1060/2505] lr: 3.750e-04, eta: 19:54:59, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2164, loss: 1.2164, grad_norm: 8.3155 2020-08-17 02:44:37,136 - mmaction - INFO - Epoch [63][1080/2505] lr: 3.750e-04, eta: 19:54:44, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1812, loss: 1.1812, grad_norm: 8.1126 2020-08-17 02:44:51,899 - mmaction - INFO - Epoch [63][1100/2505] lr: 3.750e-04, eta: 19:54:28, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8719, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.4231 2020-08-17 02:45:07,219 - mmaction - INFO - Epoch [63][1120/2505] lr: 3.750e-04, eta: 19:54:13, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8734, loss_cls: 1.2067, loss: 1.2067, grad_norm: 8.3289 2020-08-17 02:45:21,645 - mmaction - INFO - Epoch [63][1140/2505] lr: 3.750e-04, eta: 19:53:57, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2155, loss: 1.2155, grad_norm: 8.2385 2020-08-17 02:45:36,559 - mmaction - INFO - Epoch [63][1160/2505] lr: 3.750e-04, eta: 19:53:42, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8917, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.0658 2020-08-17 02:45:51,690 - mmaction - INFO - Epoch [63][1180/2505] lr: 3.750e-04, eta: 19:53:27, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1621, loss: 1.1621, grad_norm: 7.9967 2020-08-17 02:46:06,293 - mmaction - INFO - Epoch [63][1200/2505] lr: 3.750e-04, eta: 19:53:11, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.2123, loss: 1.2123, grad_norm: 8.2470 2020-08-17 02:46:21,181 - mmaction - INFO - Epoch [63][1220/2505] lr: 3.750e-04, eta: 19:52:56, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8870, loss_cls: 1.1629, loss: 1.1629, grad_norm: 8.1152 2020-08-17 02:46:36,559 - mmaction - INFO - Epoch [63][1240/2505] lr: 3.750e-04, eta: 19:52:40, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8953, loss_cls: 1.0853, loss: 1.0853, grad_norm: 7.7475 2020-08-17 02:46:52,290 - mmaction - INFO - Epoch [63][1260/2505] lr: 3.750e-04, eta: 19:52:26, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8833, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.0453 2020-08-17 02:47:06,539 - mmaction - INFO - Epoch [63][1280/2505] lr: 3.750e-04, eta: 19:52:10, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8839, loss_cls: 1.1881, loss: 1.1881, grad_norm: 8.3354 2020-08-17 02:47:21,565 - mmaction - INFO - Epoch [63][1300/2505] lr: 3.750e-04, eta: 19:51:54, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8927, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.2387 2020-08-17 02:47:36,342 - mmaction - INFO - Epoch [63][1320/2505] lr: 3.750e-04, eta: 19:51:39, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8844, loss_cls: 1.1533, loss: 1.1533, grad_norm: 8.1282 2020-08-17 02:47:50,989 - mmaction - INFO - Epoch [63][1340/2505] lr: 3.750e-04, eta: 19:51:23, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8927, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.0544 2020-08-17 02:48:06,062 - mmaction - INFO - Epoch [63][1360/2505] lr: 3.750e-04, eta: 19:51:08, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8724, loss_cls: 1.2033, loss: 1.2033, grad_norm: 7.8958 2020-08-17 02:48:20,978 - mmaction - INFO - Epoch [63][1380/2505] lr: 3.750e-04, eta: 19:50:53, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1290, loss: 1.1290, grad_norm: 8.0053 2020-08-17 02:48:36,050 - mmaction - INFO - Epoch [63][1400/2505] lr: 3.750e-04, eta: 19:50:37, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8781, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.3618 2020-08-17 02:48:50,571 - mmaction - INFO - Epoch [63][1420/2505] lr: 3.750e-04, eta: 19:50:22, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8719, loss_cls: 1.2381, loss: 1.2381, grad_norm: 8.2525 2020-08-17 02:49:05,793 - mmaction - INFO - Epoch [63][1440/2505] lr: 3.750e-04, eta: 19:50:06, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8771, loss_cls: 1.1990, loss: 1.1990, grad_norm: 8.1914 2020-08-17 02:49:20,501 - mmaction - INFO - Epoch [63][1460/2505] lr: 3.750e-04, eta: 19:49:51, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8911, loss_cls: 1.1355, loss: 1.1355, grad_norm: 8.0241 2020-08-17 02:49:35,572 - mmaction - INFO - Epoch [63][1480/2505] lr: 3.750e-04, eta: 19:49:35, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8698, loss_cls: 1.2476, loss: 1.2476, grad_norm: 8.2061 2020-08-17 02:49:51,271 - mmaction - INFO - Epoch [63][1500/2505] lr: 3.750e-04, eta: 19:49:20, time: 0.785, data_time: 0.003, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8979, loss_cls: 1.1024, loss: 1.1024, grad_norm: 7.8648 2020-08-17 02:50:05,875 - mmaction - INFO - Epoch [63][1520/2505] lr: 3.750e-04, eta: 19:49:05, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8786, loss_cls: 1.1923, loss: 1.1923, grad_norm: 7.7965 2020-08-17 02:50:20,376 - mmaction - INFO - Epoch [63][1540/2505] lr: 3.750e-04, eta: 19:48:49, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2414, loss: 1.2414, grad_norm: 8.3353 2020-08-17 02:50:35,130 - mmaction - INFO - Epoch [63][1560/2505] lr: 3.750e-04, eta: 19:48:34, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8911, loss_cls: 1.1662, loss: 1.1662, grad_norm: 7.9788 2020-08-17 02:50:50,175 - mmaction - INFO - Epoch [63][1580/2505] lr: 3.750e-04, eta: 19:48:18, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8807, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.0010 2020-08-17 02:51:06,072 - mmaction - INFO - Epoch [63][1600/2505] lr: 3.750e-04, eta: 19:48:03, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8661, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.5591 2020-08-17 02:51:20,444 - mmaction - INFO - Epoch [63][1620/2505] lr: 3.750e-04, eta: 19:47:48, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8833, loss_cls: 1.2213, loss: 1.2213, grad_norm: 8.4011 2020-08-17 02:51:35,220 - mmaction - INFO - Epoch [63][1640/2505] lr: 3.750e-04, eta: 19:47:32, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8854, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.2052 2020-08-17 02:51:50,682 - mmaction - INFO - Epoch [63][1660/2505] lr: 3.750e-04, eta: 19:47:17, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2233, loss: 1.2233, grad_norm: 8.2676 2020-08-17 02:52:05,291 - mmaction - INFO - Epoch [63][1680/2505] lr: 3.750e-04, eta: 19:47:02, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1833, loss: 1.1833, grad_norm: 8.0252 2020-08-17 02:52:20,125 - mmaction - INFO - Epoch [63][1700/2505] lr: 3.750e-04, eta: 19:46:46, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8818, loss_cls: 1.2077, loss: 1.2077, grad_norm: 8.2453 2020-08-17 02:52:35,615 - mmaction - INFO - Epoch [63][1720/2505] lr: 3.750e-04, eta: 19:46:31, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8818, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.2140 2020-08-17 02:52:50,351 - mmaction - INFO - Epoch [63][1740/2505] lr: 3.750e-04, eta: 19:46:15, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8766, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.3878 2020-08-17 02:53:05,759 - mmaction - INFO - Epoch [63][1760/2505] lr: 3.750e-04, eta: 19:46:00, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8859, loss_cls: 1.1849, loss: 1.1849, grad_norm: 8.1978 2020-08-17 02:53:20,699 - mmaction - INFO - Epoch [63][1780/2505] lr: 3.750e-04, eta: 19:45:45, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8818, loss_cls: 1.1955, loss: 1.1955, grad_norm: 8.1948 2020-08-17 02:53:35,321 - mmaction - INFO - Epoch [63][1800/2505] lr: 3.750e-04, eta: 19:45:29, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8687, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.6620 2020-08-17 02:53:50,383 - mmaction - INFO - Epoch [63][1820/2505] lr: 3.750e-04, eta: 19:45:14, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.1149 2020-08-17 02:54:06,169 - mmaction - INFO - Epoch [63][1840/2505] lr: 3.750e-04, eta: 19:44:59, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8823, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.0666 2020-08-17 02:54:20,609 - mmaction - INFO - Epoch [63][1860/2505] lr: 3.750e-04, eta: 19:44:43, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8849, loss_cls: 1.1772, loss: 1.1772, grad_norm: 8.1604 2020-08-17 02:54:35,154 - mmaction - INFO - Epoch [63][1880/2505] lr: 3.750e-04, eta: 19:44:28, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8698, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.4263 2020-08-17 02:54:49,930 - mmaction - INFO - Epoch [63][1900/2505] lr: 3.750e-04, eta: 19:44:12, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2539, loss: 1.2539, grad_norm: 8.4149 2020-08-17 02:55:05,160 - mmaction - INFO - Epoch [63][1920/2505] lr: 3.750e-04, eta: 19:43:57, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6833, top5_acc: 0.8677, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.5104 2020-08-17 02:55:20,216 - mmaction - INFO - Epoch [63][1940/2505] lr: 3.750e-04, eta: 19:43:42, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2221, loss: 1.2221, grad_norm: 8.1969 2020-08-17 02:55:35,657 - mmaction - INFO - Epoch [63][1960/2505] lr: 3.750e-04, eta: 19:43:27, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8766, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.2728 2020-08-17 02:55:50,331 - mmaction - INFO - Epoch [63][1980/2505] lr: 3.750e-04, eta: 19:43:11, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8833, loss_cls: 1.2013, loss: 1.2013, grad_norm: 8.2112 2020-08-17 02:56:05,908 - mmaction - INFO - Epoch [63][2000/2505] lr: 3.750e-04, eta: 19:42:56, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8714, loss_cls: 1.1583, loss: 1.1583, grad_norm: 7.9136 2020-08-17 02:56:21,297 - mmaction - INFO - Epoch [63][2020/2505] lr: 3.750e-04, eta: 19:42:41, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8781, loss_cls: 1.2446, loss: 1.2446, grad_norm: 8.4961 2020-08-17 02:56:35,195 - mmaction - INFO - Epoch [63][2040/2505] lr: 3.750e-04, eta: 19:42:25, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8776, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.2482 2020-08-17 02:56:50,707 - mmaction - INFO - Epoch [63][2060/2505] lr: 3.750e-04, eta: 19:42:10, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8823, loss_cls: 1.1935, loss: 1.1935, grad_norm: 8.0475 2020-08-17 02:57:05,293 - mmaction - INFO - Epoch [63][2080/2505] lr: 3.750e-04, eta: 19:41:54, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8880, loss_cls: 1.2123, loss: 1.2123, grad_norm: 8.3848 2020-08-17 02:57:20,717 - mmaction - INFO - Epoch [63][2100/2505] lr: 3.750e-04, eta: 19:41:39, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8844, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.0970 2020-08-17 02:57:36,404 - mmaction - INFO - Epoch [63][2120/2505] lr: 3.750e-04, eta: 19:41:24, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8828, loss_cls: 1.1801, loss: 1.1801, grad_norm: 8.1439 2020-08-17 02:57:50,731 - mmaction - INFO - Epoch [63][2140/2505] lr: 3.750e-04, eta: 19:41:08, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8870, loss_cls: 1.1733, loss: 1.1733, grad_norm: 8.0551 2020-08-17 02:58:05,248 - mmaction - INFO - Epoch [63][2160/2505] lr: 3.750e-04, eta: 19:40:53, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8880, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.0639 2020-08-17 02:58:20,138 - mmaction - INFO - Epoch [63][2180/2505] lr: 3.750e-04, eta: 19:40:37, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8760, loss_cls: 1.2097, loss: 1.2097, grad_norm: 8.1822 2020-08-17 02:58:34,870 - mmaction - INFO - Epoch [63][2200/2505] lr: 3.750e-04, eta: 19:40:22, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8667, loss_cls: 1.2568, loss: 1.2568, grad_norm: 8.2813 2020-08-17 02:58:49,955 - mmaction - INFO - Epoch [63][2220/2505] lr: 3.750e-04, eta: 19:40:06, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.1583 2020-08-17 02:59:04,677 - mmaction - INFO - Epoch [63][2240/2505] lr: 3.750e-04, eta: 19:39:51, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.3819 2020-08-17 02:59:20,396 - mmaction - INFO - Epoch [63][2260/2505] lr: 3.750e-04, eta: 19:39:36, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8786, loss_cls: 1.2083, loss: 1.2083, grad_norm: 8.4919 2020-08-17 02:59:35,696 - mmaction - INFO - Epoch [63][2280/2505] lr: 3.750e-04, eta: 19:39:21, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8745, loss_cls: 1.2124, loss: 1.2124, grad_norm: 8.2798 2020-08-17 02:59:50,518 - mmaction - INFO - Epoch [63][2300/2505] lr: 3.750e-04, eta: 19:39:05, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8677, loss_cls: 1.2465, loss: 1.2465, grad_norm: 8.1214 2020-08-17 03:00:06,471 - mmaction - INFO - Epoch [63][2320/2505] lr: 3.750e-04, eta: 19:38:50, time: 0.797, data_time: 0.009, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8781, loss_cls: 1.1867, loss: 1.1867, grad_norm: 8.2945 2020-08-17 03:00:21,181 - mmaction - INFO - Epoch [63][2340/2505] lr: 3.750e-04, eta: 19:38:35, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8740, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.4453 2020-08-17 03:00:37,127 - mmaction - INFO - Epoch [63][2360/2505] lr: 3.750e-04, eta: 19:38:20, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8906, loss_cls: 1.1259, loss: 1.1259, grad_norm: 7.8499 2020-08-17 03:00:51,212 - mmaction - INFO - Epoch [63][2380/2505] lr: 3.750e-04, eta: 19:38:04, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1425, loss: 1.1425, grad_norm: 8.0858 2020-08-17 03:01:05,955 - mmaction - INFO - Epoch [63][2400/2505] lr: 3.750e-04, eta: 19:37:49, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8750, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.0927 2020-08-17 03:01:22,026 - mmaction - INFO - Epoch [63][2420/2505] lr: 3.750e-04, eta: 19:37:34, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8828, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.4275 2020-08-17 03:01:36,074 - mmaction - INFO - Epoch [63][2440/2505] lr: 3.750e-04, eta: 19:37:18, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8797, loss_cls: 1.1680, loss: 1.1680, grad_norm: 8.1143 2020-08-17 03:01:51,017 - mmaction - INFO - Epoch [63][2460/2505] lr: 3.750e-04, eta: 19:37:03, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8802, loss_cls: 1.2330, loss: 1.2330, grad_norm: 8.4067 2020-08-17 03:02:06,573 - mmaction - INFO - Epoch [63][2480/2505] lr: 3.750e-04, eta: 19:36:47, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8620, loss_cls: 1.2345, loss: 1.2345, grad_norm: 8.4404 2020-08-17 03:02:21,793 - mmaction - INFO - Epoch [63][2500/2505] lr: 3.750e-04, eta: 19:36:32, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2138, loss: 1.2138, grad_norm: 8.1842 2020-08-17 03:02:25,460 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-08-17 03:02:49,000 - mmaction - INFO - Epoch [64][20/2505] lr: 3.750e-04, eta: 19:36:16, time: 1.150, data_time: 0.525, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8807, loss_cls: 1.1937, loss: 1.1937, grad_norm: 8.1945 2020-08-17 03:03:02,031 - mmaction - INFO - Epoch [64][40/2505] lr: 3.750e-04, eta: 19:35:59, time: 0.653, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8849, loss_cls: 1.1694, loss: 1.1694, grad_norm: 8.0689 2020-08-17 03:03:16,466 - mmaction - INFO - Epoch [64][60/2505] lr: 3.750e-04, eta: 19:35:43, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8661, loss_cls: 1.2507, loss: 1.2507, grad_norm: 8.3295 2020-08-17 03:03:31,083 - mmaction - INFO - Epoch [64][80/2505] lr: 3.750e-04, eta: 19:35:28, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8865, loss_cls: 1.2018, loss: 1.2018, grad_norm: 8.5126 2020-08-17 03:03:46,684 - mmaction - INFO - Epoch [64][100/2505] lr: 3.750e-04, eta: 19:35:13, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8776, loss_cls: 1.1913, loss: 1.1913, grad_norm: 8.2474 2020-08-17 03:04:01,277 - mmaction - INFO - Epoch [64][120/2505] lr: 3.750e-04, eta: 19:34:57, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8839, loss_cls: 1.1401, loss: 1.1401, grad_norm: 7.9915 2020-08-17 03:04:16,226 - mmaction - INFO - Epoch [64][140/2505] lr: 3.750e-04, eta: 19:34:42, time: 0.747, data_time: 0.003, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8849, loss_cls: 1.1672, loss: 1.1672, grad_norm: 8.0373 2020-08-17 03:04:31,394 - mmaction - INFO - Epoch [64][160/2505] lr: 3.750e-04, eta: 19:34:26, time: 0.759, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8839, loss_cls: 1.1659, loss: 1.1659, grad_norm: 8.2926 2020-08-17 03:04:46,212 - mmaction - INFO - Epoch [64][180/2505] lr: 3.750e-04, eta: 19:34:11, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1425, loss: 1.1425, grad_norm: 8.0675 2020-08-17 03:05:01,960 - mmaction - INFO - Epoch [64][200/2505] lr: 3.750e-04, eta: 19:33:56, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8786, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.0079 2020-08-17 03:05:17,421 - mmaction - INFO - Epoch [64][220/2505] lr: 3.750e-04, eta: 19:33:41, time: 0.773, data_time: 0.002, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8865, loss_cls: 1.2046, loss: 1.2046, grad_norm: 8.2848 2020-08-17 03:05:31,841 - mmaction - INFO - Epoch [64][240/2505] lr: 3.750e-04, eta: 19:33:25, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8755, loss_cls: 1.1920, loss: 1.1920, grad_norm: 8.2429 2020-08-17 03:05:47,142 - mmaction - INFO - Epoch [64][260/2505] lr: 3.750e-04, eta: 19:33:10, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2109, loss: 1.2109, grad_norm: 8.4457 2020-08-17 03:06:01,880 - mmaction - INFO - Epoch [64][280/2505] lr: 3.750e-04, eta: 19:32:55, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8922, loss_cls: 1.1296, loss: 1.1296, grad_norm: 8.1450 2020-08-17 03:06:16,507 - mmaction - INFO - Epoch [64][300/2505] lr: 3.750e-04, eta: 19:32:39, time: 0.732, data_time: 0.003, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8943, loss_cls: 1.1596, loss: 1.1596, grad_norm: 8.1290 2020-08-17 03:06:32,249 - mmaction - INFO - Epoch [64][320/2505] lr: 3.750e-04, eta: 19:32:24, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8776, loss_cls: 1.2229, loss: 1.2229, grad_norm: 8.3357 2020-08-17 03:06:47,423 - mmaction - INFO - Epoch [64][340/2505] lr: 3.750e-04, eta: 19:32:09, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.2378 2020-08-17 03:07:02,059 - mmaction - INFO - Epoch [64][360/2505] lr: 3.750e-04, eta: 19:31:53, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8875, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.0596 2020-08-17 03:07:18,091 - mmaction - INFO - Epoch [64][380/2505] lr: 3.750e-04, eta: 19:31:38, time: 0.805, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8859, loss_cls: 1.1949, loss: 1.1949, grad_norm: 8.3811 2020-08-17 03:07:32,412 - mmaction - INFO - Epoch [64][400/2505] lr: 3.750e-04, eta: 19:31:23, time: 0.716, data_time: 0.002, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8839, loss_cls: 1.2160, loss: 1.2160, grad_norm: 8.2407 2020-08-17 03:07:46,897 - mmaction - INFO - Epoch [64][420/2505] lr: 3.750e-04, eta: 19:31:07, time: 0.721, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8792, loss_cls: 1.1888, loss: 1.1888, grad_norm: 8.1191 2020-08-17 03:08:03,425 - mmaction - INFO - Epoch [64][440/2505] lr: 3.750e-04, eta: 19:30:52, time: 0.829, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8745, loss_cls: 1.1860, loss: 1.1860, grad_norm: 8.2379 2020-08-17 03:08:17,577 - mmaction - INFO - Epoch [64][460/2505] lr: 3.750e-04, eta: 19:30:37, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9062, loss_cls: 1.0454, loss: 1.0454, grad_norm: 8.1994 2020-08-17 03:08:32,119 - mmaction - INFO - Epoch [64][480/2505] lr: 3.750e-04, eta: 19:30:21, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8839, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.3092 2020-08-17 03:08:47,427 - mmaction - INFO - Epoch [64][500/2505] lr: 3.750e-04, eta: 19:30:06, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8771, loss_cls: 1.2045, loss: 1.2045, grad_norm: 8.3401 2020-08-17 03:09:02,155 - mmaction - INFO - Epoch [64][520/2505] lr: 3.750e-04, eta: 19:29:50, time: 0.735, data_time: 0.008, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8719, loss_cls: 1.2511, loss: 1.2511, grad_norm: 8.4645 2020-08-17 03:09:16,729 - mmaction - INFO - Epoch [64][540/2505] lr: 3.750e-04, eta: 19:29:35, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8943, loss_cls: 1.0710, loss: 1.0710, grad_norm: 7.7142 2020-08-17 03:09:31,696 - mmaction - INFO - Epoch [64][560/2505] lr: 3.750e-04, eta: 19:29:19, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8885, loss_cls: 1.1600, loss: 1.1600, grad_norm: 8.1439 2020-08-17 03:09:46,473 - mmaction - INFO - Epoch [64][580/2505] lr: 3.750e-04, eta: 19:29:04, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8839, loss_cls: 1.2056, loss: 1.2056, grad_norm: 8.3905 2020-08-17 03:10:01,192 - mmaction - INFO - Epoch [64][600/2505] lr: 3.750e-04, eta: 19:28:48, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8906, loss_cls: 1.1363, loss: 1.1363, grad_norm: 8.1459 2020-08-17 03:10:16,746 - mmaction - INFO - Epoch [64][620/2505] lr: 3.750e-04, eta: 19:28:33, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8766, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.9755 2020-08-17 03:10:31,616 - mmaction - INFO - Epoch [64][640/2505] lr: 3.750e-04, eta: 19:28:18, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2042, loss: 1.2042, grad_norm: 8.1258 2020-08-17 03:10:47,363 - mmaction - INFO - Epoch [64][660/2505] lr: 3.750e-04, eta: 19:28:03, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8823, loss_cls: 1.1991, loss: 1.1991, grad_norm: 8.3483 2020-08-17 03:11:01,936 - mmaction - INFO - Epoch [64][680/2505] lr: 3.750e-04, eta: 19:27:47, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8875, loss_cls: 1.1724, loss: 1.1724, grad_norm: 8.3322 2020-08-17 03:11:17,519 - mmaction - INFO - Epoch [64][700/2505] lr: 3.750e-04, eta: 19:27:32, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8760, loss_cls: 1.2240, loss: 1.2240, grad_norm: 8.2965 2020-08-17 03:11:31,867 - mmaction - INFO - Epoch [64][720/2505] lr: 3.750e-04, eta: 19:27:16, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8901, loss_cls: 1.1453, loss: 1.1453, grad_norm: 7.9554 2020-08-17 03:11:46,750 - mmaction - INFO - Epoch [64][740/2505] lr: 3.750e-04, eta: 19:27:01, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.6802, top5_acc: 0.8641, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.5787 2020-08-17 03:12:01,654 - mmaction - INFO - Epoch [64][760/2505] lr: 3.750e-04, eta: 19:26:46, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8828, loss_cls: 1.1613, loss: 1.1613, grad_norm: 8.1671 2020-08-17 03:12:16,358 - mmaction - INFO - Epoch [64][780/2505] lr: 3.750e-04, eta: 19:26:30, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8771, loss_cls: 1.1829, loss: 1.1829, grad_norm: 8.0222 2020-08-17 03:12:31,606 - mmaction - INFO - Epoch [64][800/2505] lr: 3.750e-04, eta: 19:26:15, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8932, loss_cls: 1.1614, loss: 1.1614, grad_norm: 8.1305 2020-08-17 03:12:46,366 - mmaction - INFO - Epoch [64][820/2505] lr: 3.750e-04, eta: 19:25:59, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8766, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.1599 2020-08-17 03:13:01,319 - mmaction - INFO - Epoch [64][840/2505] lr: 3.750e-04, eta: 19:25:44, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8958, loss_cls: 1.1569, loss: 1.1569, grad_norm: 8.1912 2020-08-17 03:13:16,950 - mmaction - INFO - Epoch [64][860/2505] lr: 3.750e-04, eta: 19:25:29, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8828, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.2104 2020-08-17 03:13:32,264 - mmaction - INFO - Epoch [64][880/2505] lr: 3.750e-04, eta: 19:25:14, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2152, loss: 1.2152, grad_norm: 8.3169 2020-08-17 03:13:46,730 - mmaction - INFO - Epoch [64][900/2505] lr: 3.750e-04, eta: 19:24:58, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8766, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.4382 2020-08-17 03:14:01,611 - mmaction - INFO - Epoch [64][920/2505] lr: 3.750e-04, eta: 19:24:43, time: 0.745, data_time: 0.002, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8750, loss_cls: 1.2381, loss: 1.2381, grad_norm: 8.3595 2020-08-17 03:14:16,670 - mmaction - INFO - Epoch [64][940/2505] lr: 3.750e-04, eta: 19:24:27, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8802, loss_cls: 1.1932, loss: 1.1932, grad_norm: 8.2815 2020-08-17 03:14:31,435 - mmaction - INFO - Epoch [64][960/2505] lr: 3.750e-04, eta: 19:24:12, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.1802, loss: 1.1802, grad_norm: 8.2822 2020-08-17 03:14:46,408 - mmaction - INFO - Epoch [64][980/2505] lr: 3.750e-04, eta: 19:23:56, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8734, loss_cls: 1.2297, loss: 1.2297, grad_norm: 8.2287 2020-08-17 03:15:01,600 - mmaction - INFO - Epoch [64][1000/2505] lr: 3.750e-04, eta: 19:23:41, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8771, loss_cls: 1.1930, loss: 1.1930, grad_norm: 7.9451 2020-08-17 03:15:16,404 - mmaction - INFO - Epoch [64][1020/2505] lr: 3.750e-04, eta: 19:23:26, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8734, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.3654 2020-08-17 03:15:31,327 - mmaction - INFO - Epoch [64][1040/2505] lr: 3.750e-04, eta: 19:23:10, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8729, loss_cls: 1.2094, loss: 1.2094, grad_norm: 8.3702 2020-08-17 03:15:46,456 - mmaction - INFO - Epoch [64][1060/2505] lr: 3.750e-04, eta: 19:22:55, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8786, loss_cls: 1.2028, loss: 1.2028, grad_norm: 8.3981 2020-08-17 03:16:01,012 - mmaction - INFO - Epoch [64][1080/2505] lr: 3.750e-04, eta: 19:22:39, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8807, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.4575 2020-08-17 03:16:15,920 - mmaction - INFO - Epoch [64][1100/2505] lr: 3.750e-04, eta: 19:22:24, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2525, loss: 1.2525, grad_norm: 8.6771 2020-08-17 03:16:31,381 - mmaction - INFO - Epoch [64][1120/2505] lr: 3.750e-04, eta: 19:22:09, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8854, loss_cls: 1.1582, loss: 1.1582, grad_norm: 8.2786 2020-08-17 03:16:46,128 - mmaction - INFO - Epoch [64][1140/2505] lr: 3.750e-04, eta: 19:21:53, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1938, loss: 1.1938, grad_norm: 8.3539 2020-08-17 03:17:00,966 - mmaction - INFO - Epoch [64][1160/2505] lr: 3.750e-04, eta: 19:21:38, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.1426, loss: 1.1426, grad_norm: 8.0424 2020-08-17 03:17:16,695 - mmaction - INFO - Epoch [64][1180/2505] lr: 3.750e-04, eta: 19:21:23, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8849, loss_cls: 1.1873, loss: 1.1873, grad_norm: 8.3222 2020-08-17 03:17:31,714 - mmaction - INFO - Epoch [64][1200/2505] lr: 3.750e-04, eta: 19:21:08, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.1932, loss: 1.1932, grad_norm: 8.1672 2020-08-17 03:17:46,459 - mmaction - INFO - Epoch [64][1220/2505] lr: 3.750e-04, eta: 19:20:52, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8880, loss_cls: 1.1573, loss: 1.1573, grad_norm: 8.2410 2020-08-17 03:18:01,065 - mmaction - INFO - Epoch [64][1240/2505] lr: 3.750e-04, eta: 19:20:37, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8870, loss_cls: 1.1554, loss: 1.1554, grad_norm: 8.0676 2020-08-17 03:18:15,996 - mmaction - INFO - Epoch [64][1260/2505] lr: 3.750e-04, eta: 19:20:21, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2382, loss: 1.2382, grad_norm: 8.3326 2020-08-17 03:18:31,127 - mmaction - INFO - Epoch [64][1280/2505] lr: 3.750e-04, eta: 19:20:06, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8839, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.2037 2020-08-17 03:18:46,793 - mmaction - INFO - Epoch [64][1300/2505] lr: 3.750e-04, eta: 19:19:51, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8755, loss_cls: 1.2230, loss: 1.2230, grad_norm: 8.3389 2020-08-17 03:19:01,317 - mmaction - INFO - Epoch [64][1320/2505] lr: 3.750e-04, eta: 19:19:35, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8760, loss_cls: 1.2227, loss: 1.2227, grad_norm: 8.2603 2020-08-17 03:19:16,163 - mmaction - INFO - Epoch [64][1340/2505] lr: 3.750e-04, eta: 19:19:20, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8859, loss_cls: 1.1516, loss: 1.1516, grad_norm: 8.0559 2020-08-17 03:19:30,981 - mmaction - INFO - Epoch [64][1360/2505] lr: 3.750e-04, eta: 19:19:04, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8708, loss_cls: 1.2561, loss: 1.2561, grad_norm: 8.5115 2020-08-17 03:19:45,912 - mmaction - INFO - Epoch [64][1380/2505] lr: 3.750e-04, eta: 19:18:49, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8849, loss_cls: 1.1469, loss: 1.1469, grad_norm: 8.1753 2020-08-17 03:20:01,789 - mmaction - INFO - Epoch [64][1400/2505] lr: 3.750e-04, eta: 19:18:34, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8844, loss_cls: 1.1650, loss: 1.1650, grad_norm: 8.0807 2020-08-17 03:20:16,202 - mmaction - INFO - Epoch [64][1420/2505] lr: 3.750e-04, eta: 19:18:18, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8818, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.2328 2020-08-17 03:20:31,317 - mmaction - INFO - Epoch [64][1440/2505] lr: 3.750e-04, eta: 19:18:03, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8703, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.6594 2020-08-17 03:20:46,206 - mmaction - INFO - Epoch [64][1460/2505] lr: 3.750e-04, eta: 19:17:48, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.3129 2020-08-17 03:21:02,269 - mmaction - INFO - Epoch [64][1480/2505] lr: 3.750e-04, eta: 19:17:33, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1310, loss: 1.1310, grad_norm: 8.0761 2020-08-17 03:21:17,571 - mmaction - INFO - Epoch [64][1500/2505] lr: 3.750e-04, eta: 19:17:18, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8813, loss_cls: 1.1742, loss: 1.1742, grad_norm: 8.2632 2020-08-17 03:21:32,618 - mmaction - INFO - Epoch [64][1520/2505] lr: 3.750e-04, eta: 19:17:02, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1616, loss: 1.1616, grad_norm: 8.2366 2020-08-17 03:21:47,075 - mmaction - INFO - Epoch [64][1540/2505] lr: 3.750e-04, eta: 19:16:47, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8891, loss_cls: 1.1606, loss: 1.1606, grad_norm: 8.3688 2020-08-17 03:22:01,723 - mmaction - INFO - Epoch [64][1560/2505] lr: 3.750e-04, eta: 19:16:31, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8807, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.0875 2020-08-17 03:22:16,601 - mmaction - INFO - Epoch [64][1580/2505] lr: 3.750e-04, eta: 19:16:16, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.1051, loss: 1.1051, grad_norm: 7.9393 2020-08-17 03:22:31,902 - mmaction - INFO - Epoch [64][1600/2505] lr: 3.750e-04, eta: 19:16:00, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8885, loss_cls: 1.1429, loss: 1.1429, grad_norm: 8.1786 2020-08-17 03:22:46,518 - mmaction - INFO - Epoch [64][1620/2505] lr: 3.750e-04, eta: 19:15:45, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2252, loss: 1.2252, grad_norm: 8.3020 2020-08-17 03:23:01,047 - mmaction - INFO - Epoch [64][1640/2505] lr: 3.750e-04, eta: 19:15:29, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8833, loss_cls: 1.2153, loss: 1.2153, grad_norm: 8.2975 2020-08-17 03:23:16,083 - mmaction - INFO - Epoch [64][1660/2505] lr: 3.750e-04, eta: 19:15:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8745, loss_cls: 1.2413, loss: 1.2413, grad_norm: 8.3415 2020-08-17 03:23:31,114 - mmaction - INFO - Epoch [64][1680/2505] lr: 3.750e-04, eta: 19:14:59, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8953, loss_cls: 1.1415, loss: 1.1415, grad_norm: 8.1923 2020-08-17 03:23:45,868 - mmaction - INFO - Epoch [64][1700/2505] lr: 3.750e-04, eta: 19:14:43, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8766, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.3322 2020-08-17 03:24:00,939 - mmaction - INFO - Epoch [64][1720/2505] lr: 3.750e-04, eta: 19:14:28, time: 0.755, data_time: 0.002, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8729, loss_cls: 1.2160, loss: 1.2160, grad_norm: 8.1864 2020-08-17 03:24:15,943 - mmaction - INFO - Epoch [64][1740/2505] lr: 3.750e-04, eta: 19:14:12, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8687, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.2085 2020-08-17 03:24:30,791 - mmaction - INFO - Epoch [64][1760/2505] lr: 3.750e-04, eta: 19:13:57, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8854, loss_cls: 1.1870, loss: 1.1870, grad_norm: 8.4683 2020-08-17 03:24:46,453 - mmaction - INFO - Epoch [64][1780/2505] lr: 3.750e-04, eta: 19:13:42, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.1453 2020-08-17 03:25:00,706 - mmaction - INFO - Epoch [64][1800/2505] lr: 3.750e-04, eta: 19:13:26, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8833, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.1343 2020-08-17 03:25:15,790 - mmaction - INFO - Epoch [64][1820/2505] lr: 3.750e-04, eta: 19:13:11, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8766, loss_cls: 1.2037, loss: 1.2037, grad_norm: 8.2441 2020-08-17 03:25:32,228 - mmaction - INFO - Epoch [64][1840/2505] lr: 3.750e-04, eta: 19:12:56, time: 0.825, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8880, loss_cls: 1.1425, loss: 1.1425, grad_norm: 8.1466 2020-08-17 03:25:46,645 - mmaction - INFO - Epoch [64][1860/2505] lr: 3.750e-04, eta: 19:12:41, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8687, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.2600 2020-08-17 03:26:01,430 - mmaction - INFO - Epoch [64][1880/2505] lr: 3.750e-04, eta: 19:12:25, time: 0.740, data_time: 0.003, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1809, loss: 1.1809, grad_norm: 8.1346 2020-08-17 03:26:16,671 - mmaction - INFO - Epoch [64][1900/2505] lr: 3.750e-04, eta: 19:12:10, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8760, loss_cls: 1.1945, loss: 1.1945, grad_norm: 8.1097 2020-08-17 03:26:32,338 - mmaction - INFO - Epoch [64][1920/2505] lr: 3.750e-04, eta: 19:11:55, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8776, loss_cls: 1.1709, loss: 1.1709, grad_norm: 8.1410 2020-08-17 03:26:47,414 - mmaction - INFO - Epoch [64][1940/2505] lr: 3.750e-04, eta: 19:11:40, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1853, loss: 1.1853, grad_norm: 8.1404 2020-08-17 03:27:01,832 - mmaction - INFO - Epoch [64][1960/2505] lr: 3.750e-04, eta: 19:11:24, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8708, loss_cls: 1.2234, loss: 1.2234, grad_norm: 8.6094 2020-08-17 03:27:16,780 - mmaction - INFO - Epoch [64][1980/2505] lr: 3.750e-04, eta: 19:11:09, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8724, loss_cls: 1.2657, loss: 1.2657, grad_norm: 8.4912 2020-08-17 03:27:32,126 - mmaction - INFO - Epoch [64][2000/2505] lr: 3.750e-04, eta: 19:10:53, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8724, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.6759 2020-08-17 03:27:46,836 - mmaction - INFO - Epoch [64][2020/2505] lr: 3.750e-04, eta: 19:10:38, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8891, loss_cls: 1.1431, loss: 1.1431, grad_norm: 8.1114 2020-08-17 03:28:01,508 - mmaction - INFO - Epoch [64][2040/2505] lr: 3.750e-04, eta: 19:10:22, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8687, loss_cls: 1.2414, loss: 1.2414, grad_norm: 8.5796 2020-08-17 03:28:17,254 - mmaction - INFO - Epoch [64][2060/2505] lr: 3.750e-04, eta: 19:10:07, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8797, loss_cls: 1.2109, loss: 1.2109, grad_norm: 8.3451 2020-08-17 03:28:32,935 - mmaction - INFO - Epoch [64][2080/2505] lr: 3.750e-04, eta: 19:09:52, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8776, loss_cls: 1.1903, loss: 1.1903, grad_norm: 8.0795 2020-08-17 03:28:46,753 - mmaction - INFO - Epoch [64][2100/2505] lr: 3.750e-04, eta: 19:09:36, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8786, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.1368 2020-08-17 03:29:01,936 - mmaction - INFO - Epoch [64][2120/2505] lr: 3.750e-04, eta: 19:09:21, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8693, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.2902 2020-08-17 03:29:16,621 - mmaction - INFO - Epoch [64][2140/2505] lr: 3.750e-04, eta: 19:09:06, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8927, loss_cls: 1.0974, loss: 1.0974, grad_norm: 8.1401 2020-08-17 03:29:31,663 - mmaction - INFO - Epoch [64][2160/2505] lr: 3.750e-04, eta: 19:08:50, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8875, loss_cls: 1.1937, loss: 1.1937, grad_norm: 8.3791 2020-08-17 03:29:46,661 - mmaction - INFO - Epoch [64][2180/2505] lr: 3.750e-04, eta: 19:08:35, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8802, loss_cls: 1.1764, loss: 1.1764, grad_norm: 8.0755 2020-08-17 03:30:01,317 - mmaction - INFO - Epoch [64][2200/2505] lr: 3.750e-04, eta: 19:08:19, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8802, loss_cls: 1.1789, loss: 1.1789, grad_norm: 7.9146 2020-08-17 03:30:16,780 - mmaction - INFO - Epoch [64][2220/2505] lr: 3.750e-04, eta: 19:08:04, time: 0.773, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8958, loss_cls: 1.1298, loss: 1.1298, grad_norm: 7.9059 2020-08-17 03:30:31,585 - mmaction - INFO - Epoch [64][2240/2505] lr: 3.750e-04, eta: 19:07:49, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8802, loss_cls: 1.1935, loss: 1.1935, grad_norm: 8.3425 2020-08-17 03:30:47,447 - mmaction - INFO - Epoch [64][2260/2505] lr: 3.750e-04, eta: 19:07:34, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8885, loss_cls: 1.1823, loss: 1.1823, grad_norm: 8.2259 2020-08-17 03:31:01,719 - mmaction - INFO - Epoch [64][2280/2505] lr: 3.750e-04, eta: 19:07:18, time: 0.711, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8859, loss_cls: 1.1473, loss: 1.1473, grad_norm: 8.3325 2020-08-17 03:31:16,498 - mmaction - INFO - Epoch [64][2300/2505] lr: 3.750e-04, eta: 19:07:03, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2173, loss: 1.2173, grad_norm: 8.2258 2020-08-17 03:31:31,948 - mmaction - INFO - Epoch [64][2320/2505] lr: 3.750e-04, eta: 19:06:48, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8708, loss_cls: 1.2742, loss: 1.2742, grad_norm: 8.5899 2020-08-17 03:31:46,473 - mmaction - INFO - Epoch [64][2340/2505] lr: 3.750e-04, eta: 19:06:32, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8714, loss_cls: 1.2155, loss: 1.2155, grad_norm: 8.1925 2020-08-17 03:32:01,588 - mmaction - INFO - Epoch [64][2360/2505] lr: 3.750e-04, eta: 19:06:17, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8802, loss_cls: 1.2124, loss: 1.2124, grad_norm: 8.3880 2020-08-17 03:32:16,516 - mmaction - INFO - Epoch [64][2380/2505] lr: 3.750e-04, eta: 19:06:01, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8776, loss_cls: 1.2002, loss: 1.2002, grad_norm: 8.3615 2020-08-17 03:32:31,751 - mmaction - INFO - Epoch [64][2400/2505] lr: 3.750e-04, eta: 19:05:46, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8833, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.2170 2020-08-17 03:32:46,816 - mmaction - INFO - Epoch [64][2420/2505] lr: 3.750e-04, eta: 19:05:31, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8865, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.0177 2020-08-17 03:33:02,733 - mmaction - INFO - Epoch [64][2440/2505] lr: 3.750e-04, eta: 19:05:16, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8734, loss_cls: 1.1832, loss: 1.1832, grad_norm: 7.9984 2020-08-17 03:33:17,868 - mmaction - INFO - Epoch [64][2460/2505] lr: 3.750e-04, eta: 19:05:01, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8797, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.0844 2020-08-17 03:33:32,167 - mmaction - INFO - Epoch [64][2480/2505] lr: 3.750e-04, eta: 19:04:45, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.3805 2020-08-17 03:33:47,079 - mmaction - INFO - Epoch [64][2500/2505] lr: 3.750e-04, eta: 19:04:29, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8865, loss_cls: 1.2305, loss: 1.2305, grad_norm: 8.5751 2020-08-17 03:33:50,792 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-08-17 03:34:11,411 - mmaction - INFO - Epoch [65][20/2505] lr: 3.750e-04, eta: 19:04:11, time: 1.011, data_time: 0.401, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8875, loss_cls: 1.1319, loss: 1.1319, grad_norm: 7.9310 2020-08-17 03:34:25,074 - mmaction - INFO - Epoch [65][40/2505] lr: 3.750e-04, eta: 19:03:55, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8661, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.8809 2020-08-17 03:34:40,528 - mmaction - INFO - Epoch [65][60/2505] lr: 3.750e-04, eta: 19:03:40, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8885, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.2307 2020-08-17 03:34:55,440 - mmaction - INFO - Epoch [65][80/2505] lr: 3.750e-04, eta: 19:03:24, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8818, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.1024 2020-08-17 03:35:10,171 - mmaction - INFO - Epoch [65][100/2505] lr: 3.750e-04, eta: 19:03:09, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8932, loss_cls: 1.1564, loss: 1.1564, grad_norm: 8.3635 2020-08-17 03:35:25,281 - mmaction - INFO - Epoch [65][120/2505] lr: 3.750e-04, eta: 19:02:54, time: 0.755, data_time: 0.001, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8896, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.1812 2020-08-17 03:35:40,268 - mmaction - INFO - Epoch [65][140/2505] lr: 3.750e-04, eta: 19:02:38, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8698, loss_cls: 1.2186, loss: 1.2186, grad_norm: 8.3528 2020-08-17 03:35:55,079 - mmaction - INFO - Epoch [65][160/2505] lr: 3.750e-04, eta: 19:02:23, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8901, loss_cls: 1.1429, loss: 1.1429, grad_norm: 8.0413 2020-08-17 03:36:09,846 - mmaction - INFO - Epoch [65][180/2505] lr: 3.750e-04, eta: 19:02:07, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8714, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.3919 2020-08-17 03:36:25,489 - mmaction - INFO - Epoch [65][200/2505] lr: 3.750e-04, eta: 19:01:52, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8828, loss_cls: 1.1704, loss: 1.1704, grad_norm: 8.1159 2020-08-17 03:36:41,043 - mmaction - INFO - Epoch [65][220/2505] lr: 3.750e-04, eta: 19:01:37, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.2241, loss: 1.2241, grad_norm: 8.3931 2020-08-17 03:36:56,337 - mmaction - INFO - Epoch [65][240/2505] lr: 3.750e-04, eta: 19:01:22, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8865, loss_cls: 1.1576, loss: 1.1576, grad_norm: 8.1181 2020-08-17 03:37:10,721 - mmaction - INFO - Epoch [65][260/2505] lr: 3.750e-04, eta: 19:01:06, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8776, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.1967 2020-08-17 03:37:25,981 - mmaction - INFO - Epoch [65][280/2505] lr: 3.750e-04, eta: 19:00:51, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8807, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.0495 2020-08-17 03:37:41,053 - mmaction - INFO - Epoch [65][300/2505] lr: 3.750e-04, eta: 19:00:36, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9057, loss_cls: 1.0704, loss: 1.0704, grad_norm: 7.8937 2020-08-17 03:37:55,760 - mmaction - INFO - Epoch [65][320/2505] lr: 3.750e-04, eta: 19:00:20, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8870, loss_cls: 1.1822, loss: 1.1822, grad_norm: 8.2261 2020-08-17 03:38:11,213 - mmaction - INFO - Epoch [65][340/2505] lr: 3.750e-04, eta: 19:00:05, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.9016, loss_cls: 1.0669, loss: 1.0669, grad_norm: 7.9827 2020-08-17 03:38:26,879 - mmaction - INFO - Epoch [65][360/2505] lr: 3.750e-04, eta: 18:59:50, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8755, loss_cls: 1.2197, loss: 1.2197, grad_norm: 8.1052 2020-08-17 03:38:41,800 - mmaction - INFO - Epoch [65][380/2505] lr: 3.750e-04, eta: 18:59:35, time: 0.746, data_time: 0.003, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8844, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.3182 2020-08-17 03:38:57,266 - mmaction - INFO - Epoch [65][400/2505] lr: 3.750e-04, eta: 18:59:20, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8833, loss_cls: 1.1898, loss: 1.1898, grad_norm: 8.2973 2020-08-17 03:39:13,614 - mmaction - INFO - Epoch [65][420/2505] lr: 3.750e-04, eta: 18:59:05, time: 0.818, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8776, loss_cls: 1.1711, loss: 1.1711, grad_norm: 8.1958 2020-08-17 03:39:27,953 - mmaction - INFO - Epoch [65][440/2505] lr: 3.750e-04, eta: 18:58:49, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8750, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.1755 2020-08-17 03:39:42,794 - mmaction - INFO - Epoch [65][460/2505] lr: 3.750e-04, eta: 18:58:34, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2344, loss: 1.2344, grad_norm: 8.4443 2020-08-17 03:39:57,665 - mmaction - INFO - Epoch [65][480/2505] lr: 3.750e-04, eta: 18:58:19, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8906, loss_cls: 1.1652, loss: 1.1652, grad_norm: 8.0823 2020-08-17 03:40:13,192 - mmaction - INFO - Epoch [65][500/2505] lr: 3.750e-04, eta: 18:58:03, time: 0.774, data_time: 0.002, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8781, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.2506 2020-08-17 03:40:27,976 - mmaction - INFO - Epoch [65][520/2505] lr: 3.750e-04, eta: 18:57:48, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8776, loss_cls: 1.1877, loss: 1.1877, grad_norm: 8.3532 2020-08-17 03:40:44,337 - mmaction - INFO - Epoch [65][540/2505] lr: 3.750e-04, eta: 18:57:33, time: 0.820, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.2173, loss: 1.2173, grad_norm: 8.5351 2020-08-17 03:40:59,657 - mmaction - INFO - Epoch [65][560/2505] lr: 3.750e-04, eta: 18:57:18, time: 0.765, data_time: 0.003, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1803, loss: 1.1803, grad_norm: 8.4125 2020-08-17 03:41:15,684 - mmaction - INFO - Epoch [65][580/2505] lr: 3.750e-04, eta: 18:57:03, time: 0.802, data_time: 0.007, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.4492 2020-08-17 03:41:30,289 - mmaction - INFO - Epoch [65][600/2505] lr: 3.750e-04, eta: 18:56:48, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8708, loss_cls: 1.2240, loss: 1.2240, grad_norm: 8.4922 2020-08-17 03:41:46,389 - mmaction - INFO - Epoch [65][620/2505] lr: 3.750e-04, eta: 18:56:33, time: 0.803, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8786, loss_cls: 1.2190, loss: 1.2190, grad_norm: 8.1273 2020-08-17 03:42:00,737 - mmaction - INFO - Epoch [65][640/2505] lr: 3.750e-04, eta: 18:56:17, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.1928, loss: 1.1928, grad_norm: 8.2423 2020-08-17 03:42:15,608 - mmaction - INFO - Epoch [65][660/2505] lr: 3.750e-04, eta: 18:56:02, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8849, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.3221 2020-08-17 03:42:31,633 - mmaction - INFO - Epoch [65][680/2505] lr: 3.750e-04, eta: 18:55:47, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8729, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.2410 2020-08-17 03:42:46,439 - mmaction - INFO - Epoch [65][700/2505] lr: 3.750e-04, eta: 18:55:32, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8891, loss_cls: 1.1887, loss: 1.1887, grad_norm: 8.3390 2020-08-17 03:43:01,604 - mmaction - INFO - Epoch [65][720/2505] lr: 3.750e-04, eta: 18:55:16, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.3517 2020-08-17 03:43:16,927 - mmaction - INFO - Epoch [65][740/2505] lr: 3.750e-04, eta: 18:55:01, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8781, loss_cls: 1.2150, loss: 1.2150, grad_norm: 8.3303 2020-08-17 03:43:31,975 - mmaction - INFO - Epoch [65][760/2505] lr: 3.750e-04, eta: 18:54:46, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8818, loss_cls: 1.1540, loss: 1.1540, grad_norm: 8.1109 2020-08-17 03:43:46,966 - mmaction - INFO - Epoch [65][780/2505] lr: 3.750e-04, eta: 18:54:31, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.2448, loss: 1.2448, grad_norm: 8.3308 2020-08-17 03:44:02,470 - mmaction - INFO - Epoch [65][800/2505] lr: 3.750e-04, eta: 18:54:16, time: 0.775, data_time: 0.002, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8802, loss_cls: 1.1806, loss: 1.1806, grad_norm: 8.3803 2020-08-17 03:44:17,412 - mmaction - INFO - Epoch [65][820/2505] lr: 3.750e-04, eta: 18:54:00, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8849, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.9760 2020-08-17 03:44:32,488 - mmaction - INFO - Epoch [65][840/2505] lr: 3.750e-04, eta: 18:53:45, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8880, loss_cls: 1.1417, loss: 1.1417, grad_norm: 7.9630 2020-08-17 03:44:47,799 - mmaction - INFO - Epoch [65][860/2505] lr: 3.750e-04, eta: 18:53:30, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8750, loss_cls: 1.2255, loss: 1.2255, grad_norm: 8.2857 2020-08-17 03:45:04,438 - mmaction - INFO - Epoch [65][880/2505] lr: 3.750e-04, eta: 18:53:15, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8755, loss_cls: 1.1979, loss: 1.1979, grad_norm: 8.1989 2020-08-17 03:45:19,520 - mmaction - INFO - Epoch [65][900/2505] lr: 3.750e-04, eta: 18:53:00, time: 0.754, data_time: 0.002, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8901, loss_cls: 1.1404, loss: 1.1404, grad_norm: 7.8530 2020-08-17 03:45:34,536 - mmaction - INFO - Epoch [65][920/2505] lr: 3.750e-04, eta: 18:52:45, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8943, loss_cls: 1.1196, loss: 1.1196, grad_norm: 8.0727 2020-08-17 03:45:49,534 - mmaction - INFO - Epoch [65][940/2505] lr: 3.750e-04, eta: 18:52:29, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8776, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.2696 2020-08-17 03:46:05,425 - mmaction - INFO - Epoch [65][960/2505] lr: 3.750e-04, eta: 18:52:14, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8969, loss_cls: 1.1079, loss: 1.1079, grad_norm: 8.0272 2020-08-17 03:46:20,689 - mmaction - INFO - Epoch [65][980/2505] lr: 3.750e-04, eta: 18:51:59, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8849, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.4954 2020-08-17 03:46:35,822 - mmaction - INFO - Epoch [65][1000/2505] lr: 3.750e-04, eta: 18:51:44, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8818, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.2258 2020-08-17 03:46:51,667 - mmaction - INFO - Epoch [65][1020/2505] lr: 3.750e-04, eta: 18:51:29, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8677, loss_cls: 1.2488, loss: 1.2488, grad_norm: 8.4107 2020-08-17 03:47:07,612 - mmaction - INFO - Epoch [65][1040/2505] lr: 3.750e-04, eta: 18:51:14, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.2377, loss: 1.2377, grad_norm: 8.2839 2020-08-17 03:47:22,412 - mmaction - INFO - Epoch [65][1060/2505] lr: 3.750e-04, eta: 18:50:59, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8714, loss_cls: 1.1985, loss: 1.1985, grad_norm: 8.1264 2020-08-17 03:47:37,302 - mmaction - INFO - Epoch [65][1080/2505] lr: 3.750e-04, eta: 18:50:43, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.1791, loss: 1.1791, grad_norm: 8.3946 2020-08-17 03:47:53,136 - mmaction - INFO - Epoch [65][1100/2505] lr: 3.750e-04, eta: 18:50:28, time: 0.796, data_time: 0.008, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8880, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.2160 2020-08-17 03:48:08,075 - mmaction - INFO - Epoch [65][1120/2505] lr: 3.750e-04, eta: 18:50:13, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8755, loss_cls: 1.1989, loss: 1.1989, grad_norm: 8.3589 2020-08-17 03:48:23,176 - mmaction - INFO - Epoch [65][1140/2505] lr: 3.750e-04, eta: 18:49:58, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8776, loss_cls: 1.1576, loss: 1.1576, grad_norm: 7.9596 2020-08-17 03:48:38,670 - mmaction - INFO - Epoch [65][1160/2505] lr: 3.750e-04, eta: 18:49:43, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8781, loss_cls: 1.1756, loss: 1.1756, grad_norm: 8.2817 2020-08-17 03:48:54,276 - mmaction - INFO - Epoch [65][1180/2505] lr: 3.750e-04, eta: 18:49:28, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8807, loss_cls: 1.1985, loss: 1.1985, grad_norm: 8.3625 2020-08-17 03:49:09,982 - mmaction - INFO - Epoch [65][1200/2505] lr: 3.750e-04, eta: 18:49:13, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8844, loss_cls: 1.1792, loss: 1.1792, grad_norm: 8.4381 2020-08-17 03:49:25,575 - mmaction - INFO - Epoch [65][1220/2505] lr: 3.750e-04, eta: 18:48:58, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8802, loss_cls: 1.1642, loss: 1.1642, grad_norm: 8.2202 2020-08-17 03:49:40,909 - mmaction - INFO - Epoch [65][1240/2505] lr: 3.750e-04, eta: 18:48:42, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8839, loss_cls: 1.1302, loss: 1.1302, grad_norm: 8.0544 2020-08-17 03:49:57,029 - mmaction - INFO - Epoch [65][1260/2505] lr: 3.750e-04, eta: 18:48:28, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8776, loss_cls: 1.1521, loss: 1.1521, grad_norm: 8.0368 2020-08-17 03:50:11,435 - mmaction - INFO - Epoch [65][1280/2505] lr: 3.750e-04, eta: 18:48:12, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8708, loss_cls: 1.2375, loss: 1.2375, grad_norm: 8.3022 2020-08-17 03:50:26,984 - mmaction - INFO - Epoch [65][1300/2505] lr: 3.750e-04, eta: 18:47:57, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8948, loss_cls: 1.1294, loss: 1.1294, grad_norm: 8.2046 2020-08-17 03:50:41,782 - mmaction - INFO - Epoch [65][1320/2505] lr: 3.750e-04, eta: 18:47:41, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8885, loss_cls: 1.1983, loss: 1.1983, grad_norm: 8.3114 2020-08-17 03:50:57,151 - mmaction - INFO - Epoch [65][1340/2505] lr: 3.750e-04, eta: 18:47:26, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8677, loss_cls: 1.2129, loss: 1.2129, grad_norm: 8.3641 2020-08-17 03:51:13,527 - mmaction - INFO - Epoch [65][1360/2505] lr: 3.750e-04, eta: 18:47:12, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8870, loss_cls: 1.2009, loss: 1.2009, grad_norm: 8.2561 2020-08-17 03:51:28,530 - mmaction - INFO - Epoch [65][1380/2505] lr: 3.750e-04, eta: 18:46:56, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8870, loss_cls: 1.1438, loss: 1.1438, grad_norm: 8.1305 2020-08-17 03:51:44,142 - mmaction - INFO - Epoch [65][1400/2505] lr: 3.750e-04, eta: 18:46:41, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8865, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.0367 2020-08-17 03:51:59,566 - mmaction - INFO - Epoch [65][1420/2505] lr: 3.750e-04, eta: 18:46:26, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8724, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.2740 2020-08-17 03:52:14,253 - mmaction - INFO - Epoch [65][1440/2505] lr: 3.750e-04, eta: 18:46:11, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8667, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.2608 2020-08-17 03:52:29,379 - mmaction - INFO - Epoch [65][1460/2505] lr: 3.750e-04, eta: 18:45:55, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1809, loss: 1.1809, grad_norm: 8.1631 2020-08-17 03:52:44,575 - mmaction - INFO - Epoch [65][1480/2505] lr: 3.750e-04, eta: 18:45:40, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8755, loss_cls: 1.1856, loss: 1.1856, grad_norm: 8.2322 2020-08-17 03:53:00,131 - mmaction - INFO - Epoch [65][1500/2505] lr: 3.750e-04, eta: 18:45:25, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8771, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.4964 2020-08-17 03:53:15,017 - mmaction - INFO - Epoch [65][1520/2505] lr: 3.750e-04, eta: 18:45:10, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8891, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.3680 2020-08-17 03:53:31,035 - mmaction - INFO - Epoch [65][1540/2505] lr: 3.750e-04, eta: 18:44:55, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8797, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.2996 2020-08-17 03:53:46,883 - mmaction - INFO - Epoch [65][1560/2505] lr: 3.750e-04, eta: 18:44:40, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8693, loss_cls: 1.2138, loss: 1.2138, grad_norm: 8.4008 2020-08-17 03:54:01,613 - mmaction - INFO - Epoch [65][1580/2505] lr: 3.750e-04, eta: 18:44:24, time: 0.737, data_time: 0.003, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.1902, loss: 1.1902, grad_norm: 8.3541 2020-08-17 03:54:16,654 - mmaction - INFO - Epoch [65][1600/2505] lr: 3.750e-04, eta: 18:44:09, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8776, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.3147 2020-08-17 03:54:32,081 - mmaction - INFO - Epoch [65][1620/2505] lr: 3.750e-04, eta: 18:43:54, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.4150 2020-08-17 03:54:47,602 - mmaction - INFO - Epoch [65][1640/2505] lr: 3.750e-04, eta: 18:43:39, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8714, loss_cls: 1.2346, loss: 1.2346, grad_norm: 8.3183 2020-08-17 03:55:02,529 - mmaction - INFO - Epoch [65][1660/2505] lr: 3.750e-04, eta: 18:43:24, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8849, loss_cls: 1.1975, loss: 1.1975, grad_norm: 8.4771 2020-08-17 03:55:17,643 - mmaction - INFO - Epoch [65][1680/2505] lr: 3.750e-04, eta: 18:43:08, time: 0.757, data_time: 0.003, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8828, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.1578 2020-08-17 03:55:33,340 - mmaction - INFO - Epoch [65][1700/2505] lr: 3.750e-04, eta: 18:42:53, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8849, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.1601 2020-08-17 03:55:49,755 - mmaction - INFO - Epoch [65][1720/2505] lr: 3.750e-04, eta: 18:42:39, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.1900, loss: 1.1900, grad_norm: 8.3304 2020-08-17 03:56:06,119 - mmaction - INFO - Epoch [65][1740/2505] lr: 3.750e-04, eta: 18:42:24, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.6901, top5_acc: 0.8771, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.6024 2020-08-17 03:56:20,235 - mmaction - INFO - Epoch [65][1760/2505] lr: 3.750e-04, eta: 18:42:08, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8896, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.2007 2020-08-17 03:56:35,313 - mmaction - INFO - Epoch [65][1780/2505] lr: 3.750e-04, eta: 18:41:53, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8828, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.2319 2020-08-17 03:56:50,312 - mmaction - INFO - Epoch [65][1800/2505] lr: 3.750e-04, eta: 18:41:38, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8724, loss_cls: 1.2294, loss: 1.2294, grad_norm: 8.5450 2020-08-17 03:57:06,889 - mmaction - INFO - Epoch [65][1820/2505] lr: 3.750e-04, eta: 18:41:23, time: 0.827, data_time: 0.004, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.1958, loss: 1.1958, grad_norm: 8.3924 2020-08-17 03:57:22,711 - mmaction - INFO - Epoch [65][1840/2505] lr: 3.750e-04, eta: 18:41:08, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8734, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.4005 2020-08-17 03:57:37,483 - mmaction - INFO - Epoch [65][1860/2505] lr: 3.750e-04, eta: 18:40:53, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8604, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.5259 2020-08-17 03:57:52,934 - mmaction - INFO - Epoch [65][1880/2505] lr: 3.750e-04, eta: 18:40:38, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8859, loss_cls: 1.1946, loss: 1.1946, grad_norm: 8.3153 2020-08-17 03:58:08,796 - mmaction - INFO - Epoch [65][1900/2505] lr: 3.750e-04, eta: 18:40:23, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8859, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.4433 2020-08-17 03:58:23,371 - mmaction - INFO - Epoch [65][1920/2505] lr: 3.750e-04, eta: 18:40:07, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8854, loss_cls: 1.1506, loss: 1.1506, grad_norm: 8.2494 2020-08-17 03:58:38,608 - mmaction - INFO - Epoch [65][1940/2505] lr: 3.750e-04, eta: 18:39:52, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8760, loss_cls: 1.1907, loss: 1.1907, grad_norm: 8.2951 2020-08-17 03:58:54,722 - mmaction - INFO - Epoch [65][1960/2505] lr: 3.750e-04, eta: 18:39:37, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8891, loss_cls: 1.1468, loss: 1.1468, grad_norm: 8.2122 2020-08-17 03:59:10,173 - mmaction - INFO - Epoch [65][1980/2505] lr: 3.750e-04, eta: 18:39:22, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8849, loss_cls: 1.1577, loss: 1.1577, grad_norm: 8.1270 2020-08-17 03:59:25,644 - mmaction - INFO - Epoch [65][2000/2505] lr: 3.750e-04, eta: 18:39:07, time: 0.776, data_time: 0.008, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8776, loss_cls: 1.1857, loss: 1.1857, grad_norm: 8.3505 2020-08-17 03:59:40,484 - mmaction - INFO - Epoch [65][2020/2505] lr: 3.750e-04, eta: 18:38:52, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8927, loss_cls: 1.1322, loss: 1.1322, grad_norm: 8.0814 2020-08-17 03:59:55,995 - mmaction - INFO - Epoch [65][2040/2505] lr: 3.750e-04, eta: 18:38:36, time: 0.776, data_time: 0.003, memory: 8343, top1_acc: 0.7307, top5_acc: 0.9000, loss_cls: 1.1180, loss: 1.1180, grad_norm: 8.1848 2020-08-17 04:00:11,449 - mmaction - INFO - Epoch [65][2060/2505] lr: 3.750e-04, eta: 18:38:21, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.1926, loss: 1.1926, grad_norm: 8.3410 2020-08-17 04:00:27,468 - mmaction - INFO - Epoch [65][2080/2505] lr: 3.750e-04, eta: 18:38:07, time: 0.806, data_time: 0.012, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8693, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.7250 2020-08-17 04:00:42,338 - mmaction - INFO - Epoch [65][2100/2505] lr: 3.750e-04, eta: 18:37:51, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8854, loss_cls: 1.2170, loss: 1.2170, grad_norm: 8.5765 2020-08-17 04:00:57,627 - mmaction - INFO - Epoch [65][2120/2505] lr: 3.750e-04, eta: 18:37:36, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8932, loss_cls: 1.1337, loss: 1.1337, grad_norm: 8.0367 2020-08-17 04:01:12,905 - mmaction - INFO - Epoch [65][2140/2505] lr: 3.750e-04, eta: 18:37:21, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8677, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.3411 2020-08-17 04:01:28,195 - mmaction - INFO - Epoch [65][2160/2505] lr: 3.750e-04, eta: 18:37:05, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.1785 2020-08-17 04:01:43,908 - mmaction - INFO - Epoch [65][2180/2505] lr: 3.750e-04, eta: 18:36:51, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8755, loss_cls: 1.2402, loss: 1.2402, grad_norm: 8.6267 2020-08-17 04:01:59,019 - mmaction - INFO - Epoch [65][2200/2505] lr: 3.750e-04, eta: 18:36:35, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2229, loss: 1.2229, grad_norm: 8.2622 2020-08-17 04:02:14,658 - mmaction - INFO - Epoch [65][2220/2505] lr: 3.750e-04, eta: 18:36:20, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.3219 2020-08-17 04:02:29,895 - mmaction - INFO - Epoch [65][2240/2505] lr: 3.750e-04, eta: 18:36:05, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8818, loss_cls: 1.1738, loss: 1.1738, grad_norm: 8.2501 2020-08-17 04:02:45,729 - mmaction - INFO - Epoch [65][2260/2505] lr: 3.750e-04, eta: 18:35:50, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8729, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.2578 2020-08-17 04:03:01,459 - mmaction - INFO - Epoch [65][2280/2505] lr: 3.750e-04, eta: 18:35:35, time: 0.787, data_time: 0.003, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8823, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.3544 2020-08-17 04:03:16,419 - mmaction - INFO - Epoch [65][2300/2505] lr: 3.750e-04, eta: 18:35:20, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8823, loss_cls: 1.1726, loss: 1.1726, grad_norm: 8.3009 2020-08-17 04:03:31,355 - mmaction - INFO - Epoch [65][2320/2505] lr: 3.750e-04, eta: 18:35:04, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8948, loss_cls: 1.1425, loss: 1.1425, grad_norm: 8.0419 2020-08-17 04:03:46,796 - mmaction - INFO - Epoch [65][2340/2505] lr: 3.750e-04, eta: 18:34:49, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8938, loss_cls: 1.1282, loss: 1.1282, grad_norm: 7.9026 2020-08-17 04:04:01,573 - mmaction - INFO - Epoch [65][2360/2505] lr: 3.750e-04, eta: 18:34:34, time: 0.739, data_time: 0.002, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8839, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.5321 2020-08-17 04:04:17,267 - mmaction - INFO - Epoch [65][2380/2505] lr: 3.750e-04, eta: 18:34:19, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8901, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.0871 2020-08-17 04:04:33,171 - mmaction - INFO - Epoch [65][2400/2505] lr: 3.750e-04, eta: 18:34:04, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8740, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.3775 2020-08-17 04:04:47,916 - mmaction - INFO - Epoch [65][2420/2505] lr: 3.750e-04, eta: 18:33:48, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8932, loss_cls: 1.1179, loss: 1.1179, grad_norm: 8.0890 2020-08-17 04:05:03,027 - mmaction - INFO - Epoch [65][2440/2505] lr: 3.750e-04, eta: 18:33:33, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8906, loss_cls: 1.1238, loss: 1.1238, grad_norm: 8.1614 2020-08-17 04:05:18,208 - mmaction - INFO - Epoch [65][2460/2505] lr: 3.750e-04, eta: 18:33:18, time: 0.759, data_time: 0.001, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8719, loss_cls: 1.2084, loss: 1.2084, grad_norm: 8.2177 2020-08-17 04:05:33,846 - mmaction - INFO - Epoch [65][2480/2505] lr: 3.750e-04, eta: 18:33:03, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8698, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.3722 2020-08-17 04:05:49,076 - mmaction - INFO - Epoch [65][2500/2505] lr: 3.750e-04, eta: 18:32:48, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.3973 2020-08-17 04:05:53,355 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-08-17 04:06:16,387 - mmaction - INFO - Epoch [66][20/2505] lr: 3.750e-04, eta: 18:32:30, time: 1.121, data_time: 0.506, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8859, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.1816 2020-08-17 04:06:29,812 - mmaction - INFO - Epoch [66][40/2505] lr: 3.750e-04, eta: 18:32:14, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.0944 2020-08-17 04:06:44,526 - mmaction - INFO - Epoch [66][60/2505] lr: 3.750e-04, eta: 18:31:59, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8844, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.2815 2020-08-17 04:06:59,544 - mmaction - INFO - Epoch [66][80/2505] lr: 3.750e-04, eta: 18:31:43, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.3304 2020-08-17 04:07:16,284 - mmaction - INFO - Epoch [66][100/2505] lr: 3.750e-04, eta: 18:31:29, time: 0.835, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8859, loss_cls: 1.1852, loss: 1.1852, grad_norm: 8.4319 2020-08-17 04:07:31,073 - mmaction - INFO - Epoch [66][120/2505] lr: 3.750e-04, eta: 18:31:14, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8833, loss_cls: 1.1365, loss: 1.1365, grad_norm: 7.8687 2020-08-17 04:07:46,517 - mmaction - INFO - Epoch [66][140/2505] lr: 3.750e-04, eta: 18:30:58, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8802, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.3589 2020-08-17 04:08:02,395 - mmaction - INFO - Epoch [66][160/2505] lr: 3.750e-04, eta: 18:30:44, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8797, loss_cls: 1.1846, loss: 1.1846, grad_norm: 8.3156 2020-08-17 04:08:17,386 - mmaction - INFO - Epoch [66][180/2505] lr: 3.750e-04, eta: 18:30:28, time: 0.750, data_time: 0.003, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8786, loss_cls: 1.1908, loss: 1.1908, grad_norm: 8.4295 2020-08-17 04:08:33,406 - mmaction - INFO - Epoch [66][200/2505] lr: 3.750e-04, eta: 18:30:13, time: 0.799, data_time: 0.002, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8693, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.5258 2020-08-17 04:08:48,070 - mmaction - INFO - Epoch [66][220/2505] lr: 3.750e-04, eta: 18:29:58, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.2103, loss: 1.2103, grad_norm: 8.2570 2020-08-17 04:09:03,945 - mmaction - INFO - Epoch [66][240/2505] lr: 3.750e-04, eta: 18:29:43, time: 0.794, data_time: 0.003, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8807, loss_cls: 1.1484, loss: 1.1484, grad_norm: 8.1801 2020-08-17 04:09:19,277 - mmaction - INFO - Epoch [66][260/2505] lr: 3.750e-04, eta: 18:29:28, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8870, loss_cls: 1.1727, loss: 1.1727, grad_norm: 8.2658 2020-08-17 04:09:34,544 - mmaction - INFO - Epoch [66][280/2505] lr: 3.750e-04, eta: 18:29:13, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.2170, loss: 1.2170, grad_norm: 8.3436 2020-08-17 04:09:50,572 - mmaction - INFO - Epoch [66][300/2505] lr: 3.750e-04, eta: 18:28:58, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8714, loss_cls: 1.2502, loss: 1.2502, grad_norm: 8.6484 2020-08-17 04:10:06,798 - mmaction - INFO - Epoch [66][320/2505] lr: 3.750e-04, eta: 18:28:43, time: 0.811, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8792, loss_cls: 1.1906, loss: 1.1906, grad_norm: 8.3145 2020-08-17 04:10:21,991 - mmaction - INFO - Epoch [66][340/2505] lr: 3.750e-04, eta: 18:28:28, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8823, loss_cls: 1.1904, loss: 1.1904, grad_norm: 8.5510 2020-08-17 04:10:37,159 - mmaction - INFO - Epoch [66][360/2505] lr: 3.750e-04, eta: 18:28:13, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8776, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.5288 2020-08-17 04:10:53,684 - mmaction - INFO - Epoch [66][380/2505] lr: 3.750e-04, eta: 18:27:58, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8839, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.2147 2020-08-17 04:11:08,873 - mmaction - INFO - Epoch [66][400/2505] lr: 3.750e-04, eta: 18:27:43, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8870, loss_cls: 1.1709, loss: 1.1709, grad_norm: 8.2027 2020-08-17 04:11:23,541 - mmaction - INFO - Epoch [66][420/2505] lr: 3.750e-04, eta: 18:27:27, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8786, loss_cls: 1.2529, loss: 1.2529, grad_norm: 8.6192 2020-08-17 04:11:39,813 - mmaction - INFO - Epoch [66][440/2505] lr: 3.750e-04, eta: 18:27:13, time: 0.817, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8776, loss_cls: 1.1534, loss: 1.1534, grad_norm: 8.2694 2020-08-17 04:11:54,900 - mmaction - INFO - Epoch [66][460/2505] lr: 3.750e-04, eta: 18:26:57, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8807, loss_cls: 1.2060, loss: 1.2060, grad_norm: 8.2185 2020-08-17 04:12:10,692 - mmaction - INFO - Epoch [66][480/2505] lr: 3.750e-04, eta: 18:26:42, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.1901, loss: 1.1901, grad_norm: 8.3318 2020-08-17 04:12:25,266 - mmaction - INFO - Epoch [66][500/2505] lr: 3.750e-04, eta: 18:26:27, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8839, loss_cls: 1.1833, loss: 1.1833, grad_norm: 8.3639 2020-08-17 04:12:40,305 - mmaction - INFO - Epoch [66][520/2505] lr: 3.750e-04, eta: 18:26:11, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8917, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.9596 2020-08-17 04:12:55,730 - mmaction - INFO - Epoch [66][540/2505] lr: 3.750e-04, eta: 18:25:56, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8927, loss_cls: 1.1516, loss: 1.1516, grad_norm: 8.3531 2020-08-17 04:13:10,670 - mmaction - INFO - Epoch [66][560/2505] lr: 3.750e-04, eta: 18:25:41, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8792, loss_cls: 1.1842, loss: 1.1842, grad_norm: 8.5085 2020-08-17 04:13:25,975 - mmaction - INFO - Epoch [66][580/2505] lr: 3.750e-04, eta: 18:25:26, time: 0.765, data_time: 0.002, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8906, loss_cls: 1.1160, loss: 1.1160, grad_norm: 8.1094 2020-08-17 04:13:41,452 - mmaction - INFO - Epoch [66][600/2505] lr: 3.750e-04, eta: 18:25:11, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1615, loss: 1.1615, grad_norm: 8.3043 2020-08-17 04:13:56,134 - mmaction - INFO - Epoch [66][620/2505] lr: 3.750e-04, eta: 18:24:55, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8849, loss_cls: 1.1577, loss: 1.1577, grad_norm: 8.0487 2020-08-17 04:14:13,381 - mmaction - INFO - Epoch [66][640/2505] lr: 3.750e-04, eta: 18:24:41, time: 0.862, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8818, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.2951 2020-08-17 04:14:29,114 - mmaction - INFO - Epoch [66][660/2505] lr: 3.750e-04, eta: 18:24:26, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.1918, loss: 1.1918, grad_norm: 8.3657 2020-08-17 04:14:43,186 - mmaction - INFO - Epoch [66][680/2505] lr: 3.750e-04, eta: 18:24:10, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.1725 2020-08-17 04:14:58,065 - mmaction - INFO - Epoch [66][700/2505] lr: 3.750e-04, eta: 18:23:55, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2363, loss: 1.2363, grad_norm: 8.3648 2020-08-17 04:15:13,832 - mmaction - INFO - Epoch [66][720/2505] lr: 3.750e-04, eta: 18:23:40, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1433, loss: 1.1433, grad_norm: 8.0757 2020-08-17 04:15:29,071 - mmaction - INFO - Epoch [66][740/2505] lr: 3.750e-04, eta: 18:23:25, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8818, loss_cls: 1.1531, loss: 1.1531, grad_norm: 8.1885 2020-08-17 04:15:44,070 - mmaction - INFO - Epoch [66][760/2505] lr: 3.750e-04, eta: 18:23:09, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8927, loss_cls: 1.1263, loss: 1.1263, grad_norm: 8.0165 2020-08-17 04:16:00,102 - mmaction - INFO - Epoch [66][780/2505] lr: 3.750e-04, eta: 18:22:54, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1708, loss: 1.1708, grad_norm: 8.2376 2020-08-17 04:16:15,414 - mmaction - INFO - Epoch [66][800/2505] lr: 3.750e-04, eta: 18:22:39, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8786, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.5756 2020-08-17 04:16:31,761 - mmaction - INFO - Epoch [66][820/2505] lr: 3.750e-04, eta: 18:22:24, time: 0.815, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8896, loss_cls: 1.1539, loss: 1.1539, grad_norm: 8.1951 2020-08-17 04:16:46,626 - mmaction - INFO - Epoch [66][840/2505] lr: 3.750e-04, eta: 18:22:09, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8734, loss_cls: 1.2124, loss: 1.2124, grad_norm: 8.5508 2020-08-17 04:17:02,727 - mmaction - INFO - Epoch [66][860/2505] lr: 3.750e-04, eta: 18:21:54, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8901, loss_cls: 1.1503, loss: 1.1503, grad_norm: 8.3629 2020-08-17 04:17:19,524 - mmaction - INFO - Epoch [66][880/2505] lr: 3.750e-04, eta: 18:21:40, time: 0.843, data_time: 0.007, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8875, loss_cls: 1.1704, loss: 1.1704, grad_norm: 8.4485 2020-08-17 04:17:34,090 - mmaction - INFO - Epoch [66][900/2505] lr: 3.750e-04, eta: 18:21:24, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.2346, loss: 1.2346, grad_norm: 8.5220 2020-08-17 04:17:48,605 - mmaction - INFO - Epoch [66][920/2505] lr: 3.750e-04, eta: 18:21:09, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8755, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.2981 2020-08-17 04:18:04,757 - mmaction - INFO - Epoch [66][940/2505] lr: 3.750e-04, eta: 18:20:54, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8849, loss_cls: 1.1585, loss: 1.1585, grad_norm: 8.1043 2020-08-17 04:18:20,735 - mmaction - INFO - Epoch [66][960/2505] lr: 3.750e-04, eta: 18:20:39, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8880, loss_cls: 1.1597, loss: 1.1597, grad_norm: 8.1134 2020-08-17 04:18:35,957 - mmaction - INFO - Epoch [66][980/2505] lr: 3.750e-04, eta: 18:20:24, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8802, loss_cls: 1.2403, loss: 1.2403, grad_norm: 8.7239 2020-08-17 04:18:51,428 - mmaction - INFO - Epoch [66][1000/2505] lr: 3.750e-04, eta: 18:20:09, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8885, loss_cls: 1.1871, loss: 1.1871, grad_norm: 8.3150 2020-08-17 04:19:06,709 - mmaction - INFO - Epoch [66][1020/2505] lr: 3.750e-04, eta: 18:19:54, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1996, loss: 1.1996, grad_norm: 8.3306 2020-08-17 04:19:22,562 - mmaction - INFO - Epoch [66][1040/2505] lr: 3.750e-04, eta: 18:19:39, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8880, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.1823 2020-08-17 04:19:37,844 - mmaction - INFO - Epoch [66][1060/2505] lr: 3.750e-04, eta: 18:19:23, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8740, loss_cls: 1.2034, loss: 1.2034, grad_norm: 8.2769 2020-08-17 04:19:52,596 - mmaction - INFO - Epoch [66][1080/2505] lr: 3.750e-04, eta: 18:19:08, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8745, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.5565 2020-08-17 04:20:07,662 - mmaction - INFO - Epoch [66][1100/2505] lr: 3.750e-04, eta: 18:18:53, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8766, loss_cls: 1.2230, loss: 1.2230, grad_norm: 8.3851 2020-08-17 04:20:22,916 - mmaction - INFO - Epoch [66][1120/2505] lr: 3.750e-04, eta: 18:18:37, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8781, loss_cls: 1.2255, loss: 1.2255, grad_norm: 8.4369 2020-08-17 04:20:38,216 - mmaction - INFO - Epoch [66][1140/2505] lr: 3.750e-04, eta: 18:18:22, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8870, loss_cls: 1.1271, loss: 1.1271, grad_norm: 8.0567 2020-08-17 04:20:53,530 - mmaction - INFO - Epoch [66][1160/2505] lr: 3.750e-04, eta: 18:18:07, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8792, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.4121 2020-08-17 04:21:09,142 - mmaction - INFO - Epoch [66][1180/2505] lr: 3.750e-04, eta: 18:17:52, time: 0.778, data_time: 0.002, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8750, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.3660 2020-08-17 04:21:24,291 - mmaction - INFO - Epoch [66][1200/2505] lr: 3.750e-04, eta: 18:17:37, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8771, loss_cls: 1.2056, loss: 1.2056, grad_norm: 8.2652 2020-08-17 04:21:39,685 - mmaction - INFO - Epoch [66][1220/2505] lr: 3.750e-04, eta: 18:17:22, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8797, loss_cls: 1.1865, loss: 1.1865, grad_norm: 8.3969 2020-08-17 04:21:55,624 - mmaction - INFO - Epoch [66][1240/2505] lr: 3.750e-04, eta: 18:17:07, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8849, loss_cls: 1.1473, loss: 1.1473, grad_norm: 8.2790 2020-08-17 04:22:11,432 - mmaction - INFO - Epoch [66][1260/2505] lr: 3.750e-04, eta: 18:16:52, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8823, loss_cls: 1.2173, loss: 1.2173, grad_norm: 8.2715 2020-08-17 04:22:26,428 - mmaction - INFO - Epoch [66][1280/2505] lr: 3.750e-04, eta: 18:16:36, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1186, loss: 1.1186, grad_norm: 8.0435 2020-08-17 04:22:43,451 - mmaction - INFO - Epoch [66][1300/2505] lr: 3.750e-04, eta: 18:16:22, time: 0.853, data_time: 0.006, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8786, loss_cls: 1.2403, loss: 1.2403, grad_norm: 8.5945 2020-08-17 04:22:58,007 - mmaction - INFO - Epoch [66][1320/2505] lr: 3.750e-04, eta: 18:16:07, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8771, loss_cls: 1.1932, loss: 1.1932, grad_norm: 8.1893 2020-08-17 04:23:13,286 - mmaction - INFO - Epoch [66][1340/2505] lr: 3.750e-04, eta: 18:15:51, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8797, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.4142 2020-08-17 04:23:29,391 - mmaction - INFO - Epoch [66][1360/2505] lr: 3.750e-04, eta: 18:15:37, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8911, loss_cls: 1.1161, loss: 1.1161, grad_norm: 7.8943 2020-08-17 04:23:43,914 - mmaction - INFO - Epoch [66][1380/2505] lr: 3.750e-04, eta: 18:15:21, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8766, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.2906 2020-08-17 04:23:59,004 - mmaction - INFO - Epoch [66][1400/2505] lr: 3.750e-04, eta: 18:15:06, time: 0.755, data_time: 0.002, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8974, loss_cls: 1.1079, loss: 1.1079, grad_norm: 8.1997 2020-08-17 04:24:14,456 - mmaction - INFO - Epoch [66][1420/2505] lr: 3.750e-04, eta: 18:14:51, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8859, loss_cls: 1.1918, loss: 1.1918, grad_norm: 8.3860 2020-08-17 04:24:29,333 - mmaction - INFO - Epoch [66][1440/2505] lr: 3.750e-04, eta: 18:14:35, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8839, loss_cls: 1.1559, loss: 1.1559, grad_norm: 8.2510 2020-08-17 04:24:44,554 - mmaction - INFO - Epoch [66][1460/2505] lr: 3.750e-04, eta: 18:14:20, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8823, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.2355 2020-08-17 04:25:00,004 - mmaction - INFO - Epoch [66][1480/2505] lr: 3.750e-04, eta: 18:14:05, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8755, loss_cls: 1.1812, loss: 1.1812, grad_norm: 8.3886 2020-08-17 04:25:16,219 - mmaction - INFO - Epoch [66][1500/2505] lr: 3.750e-04, eta: 18:13:50, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8818, loss_cls: 1.1878, loss: 1.1878, grad_norm: 8.3306 2020-08-17 04:25:31,234 - mmaction - INFO - Epoch [66][1520/2505] lr: 3.750e-04, eta: 18:13:35, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8776, loss_cls: 1.2197, loss: 1.2197, grad_norm: 8.5705 2020-08-17 04:25:46,547 - mmaction - INFO - Epoch [66][1540/2505] lr: 3.750e-04, eta: 18:13:20, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8776, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.2834 2020-08-17 04:26:01,466 - mmaction - INFO - Epoch [66][1560/2505] lr: 3.750e-04, eta: 18:13:04, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8703, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.3978 2020-08-17 04:26:18,120 - mmaction - INFO - Epoch [66][1580/2505] lr: 3.750e-04, eta: 18:12:50, time: 0.836, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1753, loss: 1.1753, grad_norm: 8.4505 2020-08-17 04:26:32,458 - mmaction - INFO - Epoch [66][1600/2505] lr: 3.750e-04, eta: 18:12:34, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8984, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.1450 2020-08-17 04:26:47,820 - mmaction - INFO - Epoch [66][1620/2505] lr: 3.750e-04, eta: 18:12:19, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8714, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.4428 2020-08-17 04:27:02,644 - mmaction - INFO - Epoch [66][1640/2505] lr: 3.750e-04, eta: 18:12:03, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8750, loss_cls: 1.1987, loss: 1.1987, grad_norm: 8.1088 2020-08-17 04:27:18,076 - mmaction - INFO - Epoch [66][1660/2505] lr: 3.750e-04, eta: 18:11:48, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8818, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.1340 2020-08-17 04:27:33,443 - mmaction - INFO - Epoch [66][1680/2505] lr: 3.750e-04, eta: 18:11:33, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8844, loss_cls: 1.1339, loss: 1.1339, grad_norm: 8.1348 2020-08-17 04:27:48,970 - mmaction - INFO - Epoch [66][1700/2505] lr: 3.750e-04, eta: 18:11:18, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8698, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.4211 2020-08-17 04:28:04,337 - mmaction - INFO - Epoch [66][1720/2505] lr: 3.750e-04, eta: 18:11:03, time: 0.769, data_time: 0.002, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8698, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.7813 2020-08-17 04:28:19,972 - mmaction - INFO - Epoch [66][1740/2505] lr: 3.750e-04, eta: 18:10:48, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8854, loss_cls: 1.1827, loss: 1.1827, grad_norm: 8.3702 2020-08-17 04:28:34,771 - mmaction - INFO - Epoch [66][1760/2505] lr: 3.750e-04, eta: 18:10:32, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2045, loss: 1.2045, grad_norm: 8.3057 2020-08-17 04:28:50,262 - mmaction - INFO - Epoch [66][1780/2505] lr: 3.750e-04, eta: 18:10:17, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8865, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.3675 2020-08-17 04:29:06,697 - mmaction - INFO - Epoch [66][1800/2505] lr: 3.750e-04, eta: 18:10:03, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2460, loss: 1.2460, grad_norm: 8.5592 2020-08-17 04:29:21,112 - mmaction - INFO - Epoch [66][1820/2505] lr: 3.750e-04, eta: 18:09:47, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8698, loss_cls: 1.2643, loss: 1.2643, grad_norm: 8.5343 2020-08-17 04:29:36,332 - mmaction - INFO - Epoch [66][1840/2505] lr: 3.750e-04, eta: 18:09:32, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8854, loss_cls: 1.2087, loss: 1.2087, grad_norm: 8.3181 2020-08-17 04:29:52,163 - mmaction - INFO - Epoch [66][1860/2505] lr: 3.750e-04, eta: 18:09:17, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.6812, top5_acc: 0.8729, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.8651 2020-08-17 04:30:06,695 - mmaction - INFO - Epoch [66][1880/2505] lr: 3.750e-04, eta: 18:09:01, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8776, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.4639 2020-08-17 04:30:22,537 - mmaction - INFO - Epoch [66][1900/2505] lr: 3.750e-04, eta: 18:08:46, time: 0.790, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8818, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.2231 2020-08-17 04:30:38,078 - mmaction - INFO - Epoch [66][1920/2505] lr: 3.750e-04, eta: 18:08:31, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8771, loss_cls: 1.2042, loss: 1.2042, grad_norm: 8.3959 2020-08-17 04:30:53,710 - mmaction - INFO - Epoch [66][1940/2505] lr: 3.750e-04, eta: 18:08:16, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8740, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.6859 2020-08-17 04:31:08,632 - mmaction - INFO - Epoch [66][1960/2505] lr: 3.750e-04, eta: 18:08:01, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8729, loss_cls: 1.2154, loss: 1.2154, grad_norm: 8.4654 2020-08-17 04:31:24,741 - mmaction - INFO - Epoch [66][1980/2505] lr: 3.750e-04, eta: 18:07:46, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8807, loss_cls: 1.1646, loss: 1.1646, grad_norm: 8.1614 2020-08-17 04:31:39,386 - mmaction - INFO - Epoch [66][2000/2505] lr: 3.750e-04, eta: 18:07:31, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2368, loss: 1.2368, grad_norm: 8.4348 2020-08-17 04:31:54,906 - mmaction - INFO - Epoch [66][2020/2505] lr: 3.750e-04, eta: 18:07:15, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8797, loss_cls: 1.1934, loss: 1.1934, grad_norm: 8.2872 2020-08-17 04:32:10,321 - mmaction - INFO - Epoch [66][2040/2505] lr: 3.750e-04, eta: 18:07:00, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8958, loss_cls: 1.1143, loss: 1.1143, grad_norm: 8.0046 2020-08-17 04:32:25,402 - mmaction - INFO - Epoch [66][2060/2505] lr: 3.750e-04, eta: 18:06:45, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.1784, loss: 1.1784, grad_norm: 8.1517 2020-08-17 04:32:40,639 - mmaction - INFO - Epoch [66][2080/2505] lr: 3.750e-04, eta: 18:06:30, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8641, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.6544 2020-08-17 04:32:56,409 - mmaction - INFO - Epoch [66][2100/2505] lr: 3.750e-04, eta: 18:06:15, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8943, loss_cls: 1.1272, loss: 1.1272, grad_norm: 8.1622 2020-08-17 04:33:12,203 - mmaction - INFO - Epoch [66][2120/2505] lr: 3.750e-04, eta: 18:06:00, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8911, loss_cls: 1.1804, loss: 1.1804, grad_norm: 8.3896 2020-08-17 04:33:27,604 - mmaction - INFO - Epoch [66][2140/2505] lr: 3.750e-04, eta: 18:05:45, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8922, loss_cls: 1.1455, loss: 1.1455, grad_norm: 8.1999 2020-08-17 04:33:42,171 - mmaction - INFO - Epoch [66][2160/2505] lr: 3.750e-04, eta: 18:05:29, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8797, loss_cls: 1.1947, loss: 1.1947, grad_norm: 8.2758 2020-08-17 04:33:58,090 - mmaction - INFO - Epoch [66][2180/2505] lr: 3.750e-04, eta: 18:05:14, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8953, loss_cls: 1.1586, loss: 1.1586, grad_norm: 8.3102 2020-08-17 04:34:13,702 - mmaction - INFO - Epoch [66][2200/2505] lr: 3.750e-04, eta: 18:04:59, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8958, loss_cls: 1.1045, loss: 1.1045, grad_norm: 8.2558 2020-08-17 04:34:28,655 - mmaction - INFO - Epoch [66][2220/2505] lr: 3.750e-04, eta: 18:04:44, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8823, loss_cls: 1.1914, loss: 1.1914, grad_norm: 8.4638 2020-08-17 04:34:44,157 - mmaction - INFO - Epoch [66][2240/2505] lr: 3.750e-04, eta: 18:04:29, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8792, loss_cls: 1.1743, loss: 1.1743, grad_norm: 8.2558 2020-08-17 04:34:59,959 - mmaction - INFO - Epoch [66][2260/2505] lr: 3.750e-04, eta: 18:04:14, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8714, loss_cls: 1.2199, loss: 1.2199, grad_norm: 8.1778 2020-08-17 04:35:14,780 - mmaction - INFO - Epoch [66][2280/2505] lr: 3.750e-04, eta: 18:03:58, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8802, loss_cls: 1.2040, loss: 1.2040, grad_norm: 8.3330 2020-08-17 04:35:30,204 - mmaction - INFO - Epoch [66][2300/2505] lr: 3.750e-04, eta: 18:03:43, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8938, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.6720 2020-08-17 04:35:46,375 - mmaction - INFO - Epoch [66][2320/2505] lr: 3.750e-04, eta: 18:03:28, time: 0.808, data_time: 0.008, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.1510 2020-08-17 04:36:01,080 - mmaction - INFO - Epoch [66][2340/2505] lr: 3.750e-04, eta: 18:03:13, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8812, loss_cls: 1.1830, loss: 1.1830, grad_norm: 8.2299 2020-08-17 04:36:16,308 - mmaction - INFO - Epoch [66][2360/2505] lr: 3.750e-04, eta: 18:02:58, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8802, loss_cls: 1.2082, loss: 1.2082, grad_norm: 8.3824 2020-08-17 04:36:31,953 - mmaction - INFO - Epoch [66][2380/2505] lr: 3.750e-04, eta: 18:02:43, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8641, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.3359 2020-08-17 04:36:47,288 - mmaction - INFO - Epoch [66][2400/2505] lr: 3.750e-04, eta: 18:02:28, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8854, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.1865 2020-08-17 04:37:02,214 - mmaction - INFO - Epoch [66][2420/2505] lr: 3.750e-04, eta: 18:02:12, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8911, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.1781 2020-08-17 04:37:17,650 - mmaction - INFO - Epoch [66][2440/2505] lr: 3.750e-04, eta: 18:01:57, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8687, loss_cls: 1.2470, loss: 1.2470, grad_norm: 8.3797 2020-08-17 04:37:33,042 - mmaction - INFO - Epoch [66][2460/2505] lr: 3.750e-04, eta: 18:01:42, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8724, loss_cls: 1.2016, loss: 1.2016, grad_norm: 8.4251 2020-08-17 04:37:48,025 - mmaction - INFO - Epoch [66][2480/2505] lr: 3.750e-04, eta: 18:01:27, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8724, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.4740 2020-08-17 04:38:02,845 - mmaction - INFO - Epoch [66][2500/2505] lr: 3.750e-04, eta: 18:01:11, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.2514 2020-08-17 04:38:06,560 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-08-17 04:38:27,468 - mmaction - INFO - Epoch [67][20/2505] lr: 3.750e-04, eta: 18:00:53, time: 1.023, data_time: 0.401, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8729, loss_cls: 1.2137, loss: 1.2137, grad_norm: 8.4478 2020-08-17 04:38:41,750 - mmaction - INFO - Epoch [67][40/2505] lr: 3.750e-04, eta: 18:00:37, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8818, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.2061 2020-08-17 04:38:57,595 - mmaction - INFO - Epoch [67][60/2505] lr: 3.750e-04, eta: 18:00:22, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8818, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.3259 2020-08-17 04:39:12,548 - mmaction - INFO - Epoch [67][80/2505] lr: 3.750e-04, eta: 18:00:07, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8698, loss_cls: 1.2415, loss: 1.2415, grad_norm: 8.7184 2020-08-17 04:39:28,100 - mmaction - INFO - Epoch [67][100/2505] lr: 3.750e-04, eta: 17:59:52, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8760, loss_cls: 1.2046, loss: 1.2046, grad_norm: 8.2817 2020-08-17 04:39:43,036 - mmaction - INFO - Epoch [67][120/2505] lr: 3.750e-04, eta: 17:59:36, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 8.0479 2020-08-17 04:39:58,757 - mmaction - INFO - Epoch [67][140/2505] lr: 3.750e-04, eta: 17:59:21, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8781, loss_cls: 1.1821, loss: 1.1821, grad_norm: 8.4528 2020-08-17 04:40:14,570 - mmaction - INFO - Epoch [67][160/2505] lr: 3.750e-04, eta: 17:59:06, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1511, loss: 1.1511, grad_norm: 8.3608 2020-08-17 04:40:28,805 - mmaction - INFO - Epoch [67][180/2505] lr: 3.750e-04, eta: 17:58:51, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.6530 2020-08-17 04:40:44,678 - mmaction - INFO - Epoch [67][200/2505] lr: 3.750e-04, eta: 17:58:36, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8812, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.5290 2020-08-17 04:40:59,896 - mmaction - INFO - Epoch [67][220/2505] lr: 3.750e-04, eta: 17:58:21, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8781, loss_cls: 1.2034, loss: 1.2034, grad_norm: 8.7249 2020-08-17 04:41:15,283 - mmaction - INFO - Epoch [67][240/2505] lr: 3.750e-04, eta: 17:58:05, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.1235, loss: 1.1235, grad_norm: 8.1604 2020-08-17 04:41:32,089 - mmaction - INFO - Epoch [67][260/2505] lr: 3.750e-04, eta: 17:57:51, time: 0.842, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8818, loss_cls: 1.1658, loss: 1.1658, grad_norm: 8.2552 2020-08-17 04:41:46,112 - mmaction - INFO - Epoch [67][280/2505] lr: 3.750e-04, eta: 17:57:35, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8792, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.3827 2020-08-17 04:42:00,966 - mmaction - INFO - Epoch [67][300/2505] lr: 3.750e-04, eta: 17:57:20, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8818, loss_cls: 1.1992, loss: 1.1992, grad_norm: 8.6429 2020-08-17 04:42:17,752 - mmaction - INFO - Epoch [67][320/2505] lr: 3.750e-04, eta: 17:57:05, time: 0.838, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8969, loss_cls: 1.0670, loss: 1.0670, grad_norm: 7.9324 2020-08-17 04:42:34,497 - mmaction - INFO - Epoch [67][340/2505] lr: 3.750e-04, eta: 17:56:51, time: 0.839, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8870, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.3125 2020-08-17 04:42:48,487 - mmaction - INFO - Epoch [67][360/2505] lr: 3.750e-04, eta: 17:56:35, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8870, loss_cls: 1.2004, loss: 1.2004, grad_norm: 8.5176 2020-08-17 04:43:03,939 - mmaction - INFO - Epoch [67][380/2505] lr: 3.750e-04, eta: 17:56:20, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.2772 2020-08-17 04:43:19,474 - mmaction - INFO - Epoch [67][400/2505] lr: 3.750e-04, eta: 17:56:05, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8922, loss_cls: 1.1648, loss: 1.1648, grad_norm: 8.4182 2020-08-17 04:43:34,632 - mmaction - INFO - Epoch [67][420/2505] lr: 3.750e-04, eta: 17:55:49, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8859, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.4628 2020-08-17 04:43:49,589 - mmaction - INFO - Epoch [67][440/2505] lr: 3.750e-04, eta: 17:55:34, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8682, loss_cls: 1.2089, loss: 1.2089, grad_norm: 8.3562 2020-08-17 04:44:04,611 - mmaction - INFO - Epoch [67][460/2505] lr: 3.750e-04, eta: 17:55:19, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8812, loss_cls: 1.1702, loss: 1.1702, grad_norm: 8.3270 2020-08-17 04:44:19,944 - mmaction - INFO - Epoch [67][480/2505] lr: 3.750e-04, eta: 17:55:04, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1136, loss: 1.1136, grad_norm: 8.1467 2020-08-17 04:44:35,918 - mmaction - INFO - Epoch [67][500/2505] lr: 3.750e-04, eta: 17:54:49, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8766, loss_cls: 1.1837, loss: 1.1837, grad_norm: 8.1948 2020-08-17 04:44:52,276 - mmaction - INFO - Epoch [67][520/2505] lr: 3.750e-04, eta: 17:54:34, time: 0.818, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8797, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.3688 2020-08-17 04:45:06,478 - mmaction - INFO - Epoch [67][540/2505] lr: 3.750e-04, eta: 17:54:18, time: 0.710, data_time: 0.002, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8771, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.2728 2020-08-17 04:45:22,409 - mmaction - INFO - Epoch [67][560/2505] lr: 3.750e-04, eta: 17:54:03, time: 0.796, data_time: 0.002, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8693, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.2624 2020-08-17 04:45:37,686 - mmaction - INFO - Epoch [67][580/2505] lr: 3.750e-04, eta: 17:53:48, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8885, loss_cls: 1.1451, loss: 1.1451, grad_norm: 8.2115 2020-08-17 04:45:52,808 - mmaction - INFO - Epoch [67][600/2505] lr: 3.750e-04, eta: 17:53:33, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8932, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.2235 2020-08-17 04:46:08,697 - mmaction - INFO - Epoch [67][620/2505] lr: 3.750e-04, eta: 17:53:18, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8776, loss_cls: 1.2225, loss: 1.2225, grad_norm: 8.5780 2020-08-17 04:46:23,051 - mmaction - INFO - Epoch [67][640/2505] lr: 3.750e-04, eta: 17:53:02, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8854, loss_cls: 1.1714, loss: 1.1714, grad_norm: 8.4527 2020-08-17 04:46:40,034 - mmaction - INFO - Epoch [67][660/2505] lr: 3.750e-04, eta: 17:52:48, time: 0.849, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.2008, loss: 1.2008, grad_norm: 8.4316 2020-08-17 04:46:54,693 - mmaction - INFO - Epoch [67][680/2505] lr: 3.750e-04, eta: 17:52:32, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8807, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.7443 2020-08-17 04:47:10,399 - mmaction - INFO - Epoch [67][700/2505] lr: 3.750e-04, eta: 17:52:17, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1724, loss: 1.1724, grad_norm: 8.2924 2020-08-17 04:47:25,745 - mmaction - INFO - Epoch [67][720/2505] lr: 3.750e-04, eta: 17:52:02, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8630, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.5665 2020-08-17 04:47:42,425 - mmaction - INFO - Epoch [67][740/2505] lr: 3.750e-04, eta: 17:51:48, time: 0.834, data_time: 0.002, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8755, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.3458 2020-08-17 04:47:56,814 - mmaction - INFO - Epoch [67][760/2505] lr: 3.750e-04, eta: 17:51:32, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8875, loss_cls: 1.1615, loss: 1.1615, grad_norm: 8.3140 2020-08-17 04:48:12,974 - mmaction - INFO - Epoch [67][780/2505] lr: 3.750e-04, eta: 17:51:17, time: 0.811, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8781, loss_cls: 1.1787, loss: 1.1787, grad_norm: 8.5561 2020-08-17 04:48:28,318 - mmaction - INFO - Epoch [67][800/2505] lr: 3.750e-04, eta: 17:51:02, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8901, loss_cls: 1.1437, loss: 1.1437, grad_norm: 8.1290 2020-08-17 04:48:43,309 - mmaction - INFO - Epoch [67][820/2505] lr: 3.750e-04, eta: 17:50:47, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8823, loss_cls: 1.1468, loss: 1.1468, grad_norm: 8.1282 2020-08-17 04:48:58,825 - mmaction - INFO - Epoch [67][840/2505] lr: 3.750e-04, eta: 17:50:32, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.0977, loss: 1.0977, grad_norm: 8.2304 2020-08-17 04:49:14,580 - mmaction - INFO - Epoch [67][860/2505] lr: 3.750e-04, eta: 17:50:17, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1767, loss: 1.1767, grad_norm: 8.3224 2020-08-17 04:49:30,064 - mmaction - INFO - Epoch [67][880/2505] lr: 3.750e-04, eta: 17:50:02, time: 0.772, data_time: 0.001, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8880, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.2637 2020-08-17 04:49:45,082 - mmaction - INFO - Epoch [67][900/2505] lr: 3.750e-04, eta: 17:49:46, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8839, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.4125 2020-08-17 04:50:00,035 - mmaction - INFO - Epoch [67][920/2505] lr: 3.750e-04, eta: 17:49:31, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8891, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.0960 2020-08-17 04:50:16,296 - mmaction - INFO - Epoch [67][940/2505] lr: 3.750e-04, eta: 17:49:16, time: 0.812, data_time: 0.006, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8766, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.6265 2020-08-17 04:50:31,687 - mmaction - INFO - Epoch [67][960/2505] lr: 3.750e-04, eta: 17:49:01, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8839, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.5817 2020-08-17 04:50:46,970 - mmaction - INFO - Epoch [67][980/2505] lr: 3.750e-04, eta: 17:48:46, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8755, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.5245 2020-08-17 04:51:02,238 - mmaction - INFO - Epoch [67][1000/2505] lr: 3.750e-04, eta: 17:48:31, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8865, loss_cls: 1.1213, loss: 1.1213, grad_norm: 8.1182 2020-08-17 04:51:17,334 - mmaction - INFO - Epoch [67][1020/2505] lr: 3.750e-04, eta: 17:48:15, time: 0.755, data_time: 0.002, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8667, loss_cls: 1.2474, loss: 1.2474, grad_norm: 8.7979 2020-08-17 04:51:33,062 - mmaction - INFO - Epoch [67][1040/2505] lr: 3.750e-04, eta: 17:48:00, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8729, loss_cls: 1.2221, loss: 1.2221, grad_norm: 8.4902 2020-08-17 04:51:47,784 - mmaction - INFO - Epoch [67][1060/2505] lr: 3.750e-04, eta: 17:47:45, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8698, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.6370 2020-08-17 04:52:03,796 - mmaction - INFO - Epoch [67][1080/2505] lr: 3.750e-04, eta: 17:47:30, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8911, loss_cls: 1.1179, loss: 1.1179, grad_norm: 8.0702 2020-08-17 04:52:18,420 - mmaction - INFO - Epoch [67][1100/2505] lr: 3.750e-04, eta: 17:47:14, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8911, loss_cls: 1.1542, loss: 1.1542, grad_norm: 8.2543 2020-08-17 04:52:34,080 - mmaction - INFO - Epoch [67][1120/2505] lr: 3.750e-04, eta: 17:46:59, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.2901 2020-08-17 04:52:49,719 - mmaction - INFO - Epoch [67][1140/2505] lr: 3.750e-04, eta: 17:46:44, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1987, loss: 1.1987, grad_norm: 8.6127 2020-08-17 04:53:04,739 - mmaction - INFO - Epoch [67][1160/2505] lr: 3.750e-04, eta: 17:46:29, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8802, loss_cls: 1.2113, loss: 1.2113, grad_norm: 8.4455 2020-08-17 04:53:19,792 - mmaction - INFO - Epoch [67][1180/2505] lr: 3.750e-04, eta: 17:46:14, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1002, loss: 1.1002, grad_norm: 8.1422 2020-08-17 04:53:35,967 - mmaction - INFO - Epoch [67][1200/2505] lr: 3.750e-04, eta: 17:45:59, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1817, loss: 1.1817, grad_norm: 8.5145 2020-08-17 04:53:51,016 - mmaction - INFO - Epoch [67][1220/2505] lr: 3.750e-04, eta: 17:45:44, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8750, loss_cls: 1.1982, loss: 1.1982, grad_norm: 8.4263 2020-08-17 04:54:06,861 - mmaction - INFO - Epoch [67][1240/2505] lr: 3.750e-04, eta: 17:45:29, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1343, loss: 1.1343, grad_norm: 8.1044 2020-08-17 04:54:22,277 - mmaction - INFO - Epoch [67][1260/2505] lr: 3.750e-04, eta: 17:45:14, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.5334 2020-08-17 04:54:38,899 - mmaction - INFO - Epoch [67][1280/2505] lr: 3.750e-04, eta: 17:44:59, time: 0.830, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8818, loss_cls: 1.1666, loss: 1.1666, grad_norm: 8.3329 2020-08-17 04:54:53,079 - mmaction - INFO - Epoch [67][1300/2505] lr: 3.750e-04, eta: 17:44:43, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.1889, loss: 1.1889, grad_norm: 8.3685 2020-08-17 04:55:08,899 - mmaction - INFO - Epoch [67][1320/2505] lr: 3.750e-04, eta: 17:44:28, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8859, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.3279 2020-08-17 04:55:24,035 - mmaction - INFO - Epoch [67][1340/2505] lr: 3.750e-04, eta: 17:44:13, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8828, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.1428 2020-08-17 04:55:39,584 - mmaction - INFO - Epoch [67][1360/2505] lr: 3.750e-04, eta: 17:43:58, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8812, loss_cls: 1.1684, loss: 1.1684, grad_norm: 8.2667 2020-08-17 04:55:54,587 - mmaction - INFO - Epoch [67][1380/2505] lr: 3.750e-04, eta: 17:43:43, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8974, loss_cls: 1.1185, loss: 1.1185, grad_norm: 8.2167 2020-08-17 04:56:09,684 - mmaction - INFO - Epoch [67][1400/2505] lr: 3.750e-04, eta: 17:43:27, time: 0.754, data_time: 0.001, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8745, loss_cls: 1.1940, loss: 1.1940, grad_norm: 8.3180 2020-08-17 04:56:25,594 - mmaction - INFO - Epoch [67][1420/2505] lr: 3.750e-04, eta: 17:43:12, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8911, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.5685 2020-08-17 04:56:41,153 - mmaction - INFO - Epoch [67][1440/2505] lr: 3.750e-04, eta: 17:42:57, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8792, loss_cls: 1.1922, loss: 1.1922, grad_norm: 8.5556 2020-08-17 04:56:56,268 - mmaction - INFO - Epoch [67][1460/2505] lr: 3.750e-04, eta: 17:42:42, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8865, loss_cls: 1.1701, loss: 1.1701, grad_norm: 8.4613 2020-08-17 04:57:11,364 - mmaction - INFO - Epoch [67][1480/2505] lr: 3.750e-04, eta: 17:42:27, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8734, loss_cls: 1.2297, loss: 1.2297, grad_norm: 8.4700 2020-08-17 04:57:27,200 - mmaction - INFO - Epoch [67][1500/2505] lr: 3.750e-04, eta: 17:42:12, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8880, loss_cls: 1.1692, loss: 1.1692, grad_norm: 8.3526 2020-08-17 04:57:42,157 - mmaction - INFO - Epoch [67][1520/2505] lr: 3.750e-04, eta: 17:41:56, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8786, loss_cls: 1.1888, loss: 1.1888, grad_norm: 8.1717 2020-08-17 04:57:57,247 - mmaction - INFO - Epoch [67][1540/2505] lr: 3.750e-04, eta: 17:41:41, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8714, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.3240 2020-08-17 04:58:12,156 - mmaction - INFO - Epoch [67][1560/2505] lr: 3.750e-04, eta: 17:41:26, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.6350 2020-08-17 04:58:27,512 - mmaction - INFO - Epoch [67][1580/2505] lr: 3.750e-04, eta: 17:41:11, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8917, loss_cls: 1.1742, loss: 1.1742, grad_norm: 8.4459 2020-08-17 04:58:42,706 - mmaction - INFO - Epoch [67][1600/2505] lr: 3.750e-04, eta: 17:40:55, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8792, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.8436 2020-08-17 04:58:58,370 - mmaction - INFO - Epoch [67][1620/2505] lr: 3.750e-04, eta: 17:40:40, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8771, loss_cls: 1.2566, loss: 1.2566, grad_norm: 8.6983 2020-08-17 04:59:13,581 - mmaction - INFO - Epoch [67][1640/2505] lr: 3.750e-04, eta: 17:40:25, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8859, loss_cls: 1.1437, loss: 1.1437, grad_norm: 8.3301 2020-08-17 04:59:28,899 - mmaction - INFO - Epoch [67][1660/2505] lr: 3.750e-04, eta: 17:40:10, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8807, loss_cls: 1.2235, loss: 1.2235, grad_norm: 8.6301 2020-08-17 04:59:44,836 - mmaction - INFO - Epoch [67][1680/2505] lr: 3.750e-04, eta: 17:39:55, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8807, loss_cls: 1.1554, loss: 1.1554, grad_norm: 8.1740 2020-08-17 04:59:59,832 - mmaction - INFO - Epoch [67][1700/2505] lr: 3.750e-04, eta: 17:39:40, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8818, loss_cls: 1.2388, loss: 1.2388, grad_norm: 8.7183 2020-08-17 05:00:15,587 - mmaction - INFO - Epoch [67][1720/2505] lr: 3.750e-04, eta: 17:39:25, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8818, loss_cls: 1.1934, loss: 1.1934, grad_norm: 8.4904 2020-08-17 05:00:30,966 - mmaction - INFO - Epoch [67][1740/2505] lr: 3.750e-04, eta: 17:39:10, time: 0.774, data_time: 0.010, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8771, loss_cls: 1.2296, loss: 1.2296, grad_norm: 8.8114 2020-08-17 05:00:46,301 - mmaction - INFO - Epoch [67][1760/2505] lr: 3.750e-04, eta: 17:38:54, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1595, loss: 1.1595, grad_norm: 8.2085 2020-08-17 05:01:01,708 - mmaction - INFO - Epoch [67][1780/2505] lr: 3.750e-04, eta: 17:38:39, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.2017, loss: 1.2017, grad_norm: 8.5602 2020-08-17 05:01:17,183 - mmaction - INFO - Epoch [67][1800/2505] lr: 3.750e-04, eta: 17:38:24, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8891, loss_cls: 1.1159, loss: 1.1159, grad_norm: 8.1265 2020-08-17 05:01:32,416 - mmaction - INFO - Epoch [67][1820/2505] lr: 3.750e-04, eta: 17:38:09, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8818, loss_cls: 1.1710, loss: 1.1710, grad_norm: 8.3059 2020-08-17 05:01:47,866 - mmaction - INFO - Epoch [67][1840/2505] lr: 3.750e-04, eta: 17:37:54, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8714, loss_cls: 1.2472, loss: 1.2472, grad_norm: 8.7030 2020-08-17 05:02:03,352 - mmaction - INFO - Epoch [67][1860/2505] lr: 3.750e-04, eta: 17:37:39, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8849, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.2748 2020-08-17 05:02:18,666 - mmaction - INFO - Epoch [67][1880/2505] lr: 3.750e-04, eta: 17:37:23, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8792, loss_cls: 1.2352, loss: 1.2352, grad_norm: 8.6256 2020-08-17 05:02:34,033 - mmaction - INFO - Epoch [67][1900/2505] lr: 3.750e-04, eta: 17:37:08, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8828, loss_cls: 1.1720, loss: 1.1720, grad_norm: 8.3398 2020-08-17 05:02:49,109 - mmaction - INFO - Epoch [67][1920/2505] lr: 3.750e-04, eta: 17:36:53, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8906, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.4537 2020-08-17 05:03:04,743 - mmaction - INFO - Epoch [67][1940/2505] lr: 3.750e-04, eta: 17:36:38, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8839, loss_cls: 1.1681, loss: 1.1681, grad_norm: 8.3257 2020-08-17 05:03:20,386 - mmaction - INFO - Epoch [67][1960/2505] lr: 3.750e-04, eta: 17:36:23, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8776, loss_cls: 1.1878, loss: 1.1878, grad_norm: 8.4223 2020-08-17 05:03:35,842 - mmaction - INFO - Epoch [67][1980/2505] lr: 3.750e-04, eta: 17:36:08, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8812, loss_cls: 1.1407, loss: 1.1407, grad_norm: 8.1528 2020-08-17 05:03:51,838 - mmaction - INFO - Epoch [67][2000/2505] lr: 3.750e-04, eta: 17:35:53, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8880, loss_cls: 1.1922, loss: 1.1922, grad_norm: 8.4627 2020-08-17 05:04:08,139 - mmaction - INFO - Epoch [67][2020/2505] lr: 3.750e-04, eta: 17:35:38, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8839, loss_cls: 1.1853, loss: 1.1853, grad_norm: 8.2985 2020-08-17 05:04:22,872 - mmaction - INFO - Epoch [67][2040/2505] lr: 3.750e-04, eta: 17:35:23, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2077, loss: 1.2077, grad_norm: 8.2647 2020-08-17 05:04:37,637 - mmaction - INFO - Epoch [67][2060/2505] lr: 3.750e-04, eta: 17:35:07, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8823, loss_cls: 1.1610, loss: 1.1610, grad_norm: 8.2543 2020-08-17 05:04:52,589 - mmaction - INFO - Epoch [67][2080/2505] lr: 3.750e-04, eta: 17:34:52, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2230, loss: 1.2230, grad_norm: 8.7192 2020-08-17 05:05:08,265 - mmaction - INFO - Epoch [67][2100/2505] lr: 3.750e-04, eta: 17:34:37, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8911, loss_cls: 1.1362, loss: 1.1362, grad_norm: 8.4462 2020-08-17 05:05:24,778 - mmaction - INFO - Epoch [67][2120/2505] lr: 3.750e-04, eta: 17:34:22, time: 0.823, data_time: 0.004, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8839, loss_cls: 1.1952, loss: 1.1952, grad_norm: 8.3438 2020-08-17 05:05:39,833 - mmaction - INFO - Epoch [67][2140/2505] lr: 3.750e-04, eta: 17:34:07, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8854, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.3617 2020-08-17 05:05:54,975 - mmaction - INFO - Epoch [67][2160/2505] lr: 3.750e-04, eta: 17:33:52, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8854, loss_cls: 1.1737, loss: 1.1737, grad_norm: 8.2858 2020-08-17 05:06:10,323 - mmaction - INFO - Epoch [67][2180/2505] lr: 3.750e-04, eta: 17:33:36, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8932, loss_cls: 1.1153, loss: 1.1153, grad_norm: 8.3017 2020-08-17 05:06:25,265 - mmaction - INFO - Epoch [67][2200/2505] lr: 3.750e-04, eta: 17:33:21, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8750, loss_cls: 1.1805, loss: 1.1805, grad_norm: 8.3144 2020-08-17 05:06:40,372 - mmaction - INFO - Epoch [67][2220/2505] lr: 3.750e-04, eta: 17:33:06, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8755, loss_cls: 1.1845, loss: 1.1845, grad_norm: 8.1593 2020-08-17 05:06:55,297 - mmaction - INFO - Epoch [67][2240/2505] lr: 3.750e-04, eta: 17:32:50, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8849, loss_cls: 1.1909, loss: 1.1909, grad_norm: 8.5512 2020-08-17 05:07:11,188 - mmaction - INFO - Epoch [67][2260/2505] lr: 3.750e-04, eta: 17:32:35, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8724, loss_cls: 1.2099, loss: 1.2099, grad_norm: 8.2906 2020-08-17 05:07:26,054 - mmaction - INFO - Epoch [67][2280/2505] lr: 3.750e-04, eta: 17:32:20, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8990, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.1742 2020-08-17 05:07:40,964 - mmaction - INFO - Epoch [67][2300/2505] lr: 3.750e-04, eta: 17:32:05, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6880, top5_acc: 0.8797, loss_cls: 1.2427, loss: 1.2427, grad_norm: 8.7347 2020-08-17 05:07:56,603 - mmaction - INFO - Epoch [67][2320/2505] lr: 3.750e-04, eta: 17:31:50, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8906, loss_cls: 1.1331, loss: 1.1331, grad_norm: 8.3508 2020-08-17 05:08:11,451 - mmaction - INFO - Epoch [67][2340/2505] lr: 3.750e-04, eta: 17:31:34, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8932, loss_cls: 1.1524, loss: 1.1524, grad_norm: 8.3928 2020-08-17 05:08:26,773 - mmaction - INFO - Epoch [67][2360/2505] lr: 3.750e-04, eta: 17:31:19, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8651, loss_cls: 1.2787, loss: 1.2787, grad_norm: 8.7004 2020-08-17 05:08:41,614 - mmaction - INFO - Epoch [67][2380/2505] lr: 3.750e-04, eta: 17:31:04, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8807, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.4496 2020-08-17 05:08:56,513 - mmaction - INFO - Epoch [67][2400/2505] lr: 3.750e-04, eta: 17:30:48, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8818, loss_cls: 1.1789, loss: 1.1789, grad_norm: 8.5606 2020-08-17 05:09:12,230 - mmaction - INFO - Epoch [67][2420/2505] lr: 3.750e-04, eta: 17:30:33, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8823, loss_cls: 1.1690, loss: 1.1690, grad_norm: 8.4711 2020-08-17 05:09:27,205 - mmaction - INFO - Epoch [67][2440/2505] lr: 3.750e-04, eta: 17:30:18, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8802, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.6515 2020-08-17 05:09:43,086 - mmaction - INFO - Epoch [67][2460/2505] lr: 3.750e-04, eta: 17:30:03, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.1360, loss: 1.1360, grad_norm: 8.3469 2020-08-17 05:09:58,293 - mmaction - INFO - Epoch [67][2480/2505] lr: 3.750e-04, eta: 17:29:48, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8927, loss_cls: 1.1067, loss: 1.1067, grad_norm: 8.0102 2020-08-17 05:10:13,528 - mmaction - INFO - Epoch [67][2500/2505] lr: 3.750e-04, eta: 17:29:32, time: 0.766, data_time: 0.008, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8901, loss_cls: 1.1837, loss: 1.1837, grad_norm: 8.5900 2020-08-17 05:10:17,264 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-08-17 05:10:41,801 - mmaction - INFO - Epoch [68][20/2505] lr: 3.750e-04, eta: 17:29:16, time: 1.180, data_time: 0.559, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8667, loss_cls: 1.2714, loss: 1.2714, grad_norm: 8.6197 2020-08-17 05:10:56,453 - mmaction - INFO - Epoch [68][40/2505] lr: 3.750e-04, eta: 17:29:00, time: 0.733, data_time: 0.003, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8813, loss_cls: 1.1458, loss: 1.1458, grad_norm: 7.9952 2020-08-17 05:11:10,570 - mmaction - INFO - Epoch [68][60/2505] lr: 3.750e-04, eta: 17:28:44, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8708, loss_cls: 1.2414, loss: 1.2414, grad_norm: 8.6919 2020-08-17 05:11:26,240 - mmaction - INFO - Epoch [68][80/2505] lr: 3.750e-04, eta: 17:28:29, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8870, loss_cls: 1.1633, loss: 1.1633, grad_norm: 8.4710 2020-08-17 05:11:41,593 - mmaction - INFO - Epoch [68][100/2505] lr: 3.750e-04, eta: 17:28:14, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8854, loss_cls: 1.1813, loss: 1.1813, grad_norm: 8.3706 2020-08-17 05:11:56,905 - mmaction - INFO - Epoch [68][120/2505] lr: 3.750e-04, eta: 17:27:59, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8813, loss_cls: 1.1916, loss: 1.1916, grad_norm: 8.4806 2020-08-17 05:12:12,052 - mmaction - INFO - Epoch [68][140/2505] lr: 3.750e-04, eta: 17:27:44, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8828, loss_cls: 1.2077, loss: 1.2077, grad_norm: 8.4349 2020-08-17 05:12:27,284 - mmaction - INFO - Epoch [68][160/2505] lr: 3.750e-04, eta: 17:27:28, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8635, loss_cls: 1.2652, loss: 1.2652, grad_norm: 8.4502 2020-08-17 05:12:41,974 - mmaction - INFO - Epoch [68][180/2505] lr: 3.750e-04, eta: 17:27:13, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8880, loss_cls: 1.1624, loss: 1.1624, grad_norm: 8.3926 2020-08-17 05:12:58,564 - mmaction - INFO - Epoch [68][200/2505] lr: 3.750e-04, eta: 17:26:58, time: 0.833, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8896, loss_cls: 1.1337, loss: 1.1337, grad_norm: 8.3170 2020-08-17 05:13:13,163 - mmaction - INFO - Epoch [68][220/2505] lr: 3.750e-04, eta: 17:26:43, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8943, loss_cls: 1.1205, loss: 1.1205, grad_norm: 8.3061 2020-08-17 05:13:29,201 - mmaction - INFO - Epoch [68][240/2505] lr: 3.750e-04, eta: 17:26:28, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8839, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.3381 2020-08-17 05:13:43,433 - mmaction - INFO - Epoch [68][260/2505] lr: 3.750e-04, eta: 17:26:12, time: 0.711, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8854, loss_cls: 1.1701, loss: 1.1701, grad_norm: 8.4980 2020-08-17 05:13:58,659 - mmaction - INFO - Epoch [68][280/2505] lr: 3.750e-04, eta: 17:25:57, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.1223, loss: 1.1223, grad_norm: 8.3136 2020-08-17 05:14:14,422 - mmaction - INFO - Epoch [68][300/2505] lr: 3.750e-04, eta: 17:25:42, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8870, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.4090 2020-08-17 05:14:29,980 - mmaction - INFO - Epoch [68][320/2505] lr: 3.750e-04, eta: 17:25:27, time: 0.778, data_time: 0.003, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8833, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.2615 2020-08-17 05:14:44,476 - mmaction - INFO - Epoch [68][340/2505] lr: 3.750e-04, eta: 17:25:11, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1622, loss: 1.1622, grad_norm: 8.3295 2020-08-17 05:14:59,403 - mmaction - INFO - Epoch [68][360/2505] lr: 3.750e-04, eta: 17:24:56, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8740, loss_cls: 1.2148, loss: 1.2148, grad_norm: 8.2210 2020-08-17 05:15:14,703 - mmaction - INFO - Epoch [68][380/2505] lr: 3.750e-04, eta: 17:24:41, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8833, loss_cls: 1.1824, loss: 1.1824, grad_norm: 8.5367 2020-08-17 05:15:30,131 - mmaction - INFO - Epoch [68][400/2505] lr: 3.750e-04, eta: 17:24:26, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2187, loss: 1.2187, grad_norm: 8.6075 2020-08-17 05:15:44,923 - mmaction - INFO - Epoch [68][420/2505] lr: 3.750e-04, eta: 17:24:10, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8922, loss_cls: 1.1636, loss: 1.1636, grad_norm: 8.1918 2020-08-17 05:16:00,241 - mmaction - INFO - Epoch [68][440/2505] lr: 3.750e-04, eta: 17:23:55, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1536, loss: 1.1536, grad_norm: 8.3227 2020-08-17 05:16:15,135 - mmaction - INFO - Epoch [68][460/2505] lr: 3.750e-04, eta: 17:23:40, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8896, loss_cls: 1.1405, loss: 1.1405, grad_norm: 8.5192 2020-08-17 05:16:29,913 - mmaction - INFO - Epoch [68][480/2505] lr: 3.750e-04, eta: 17:23:24, time: 0.739, data_time: 0.003, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8745, loss_cls: 1.2088, loss: 1.2088, grad_norm: 8.3277 2020-08-17 05:16:45,160 - mmaction - INFO - Epoch [68][500/2505] lr: 3.750e-04, eta: 17:23:09, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1289, loss: 1.1289, grad_norm: 8.3192 2020-08-17 05:17:00,704 - mmaction - INFO - Epoch [68][520/2505] lr: 3.750e-04, eta: 17:22:54, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8854, loss_cls: 1.1539, loss: 1.1539, grad_norm: 8.2937 2020-08-17 05:17:16,085 - mmaction - INFO - Epoch [68][540/2505] lr: 3.750e-04, eta: 17:22:39, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8844, loss_cls: 1.1883, loss: 1.1883, grad_norm: 8.5603 2020-08-17 05:17:30,865 - mmaction - INFO - Epoch [68][560/2505] lr: 3.750e-04, eta: 17:22:23, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8896, loss_cls: 1.1111, loss: 1.1111, grad_norm: 8.1380 2020-08-17 05:17:45,969 - mmaction - INFO - Epoch [68][580/2505] lr: 3.750e-04, eta: 17:22:08, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8776, loss_cls: 1.2002, loss: 1.2002, grad_norm: 8.2895 2020-08-17 05:18:00,654 - mmaction - INFO - Epoch [68][600/2505] lr: 3.750e-04, eta: 17:21:52, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8932, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.3056 2020-08-17 05:18:16,118 - mmaction - INFO - Epoch [68][620/2505] lr: 3.750e-04, eta: 17:21:37, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.1917 2020-08-17 05:18:31,030 - mmaction - INFO - Epoch [68][640/2505] lr: 3.750e-04, eta: 17:21:22, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1700, loss: 1.1700, grad_norm: 8.2975 2020-08-17 05:18:45,835 - mmaction - INFO - Epoch [68][660/2505] lr: 3.750e-04, eta: 17:21:06, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8865, loss_cls: 1.1781, loss: 1.1781, grad_norm: 8.2842 2020-08-17 05:19:01,168 - mmaction - INFO - Epoch [68][680/2505] lr: 3.750e-04, eta: 17:20:51, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8781, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.4690 2020-08-17 05:19:17,338 - mmaction - INFO - Epoch [68][700/2505] lr: 3.750e-04, eta: 17:20:36, time: 0.811, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8927, loss_cls: 1.1184, loss: 1.1184, grad_norm: 8.2363 2020-08-17 05:19:32,485 - mmaction - INFO - Epoch [68][720/2505] lr: 3.750e-04, eta: 17:20:21, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8823, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.4764 2020-08-17 05:19:47,101 - mmaction - INFO - Epoch [68][740/2505] lr: 3.750e-04, eta: 17:20:06, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8943, loss_cls: 1.1391, loss: 1.1391, grad_norm: 8.4457 2020-08-17 05:20:02,079 - mmaction - INFO - Epoch [68][760/2505] lr: 3.750e-04, eta: 17:19:50, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8833, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.3821 2020-08-17 05:20:17,757 - mmaction - INFO - Epoch [68][780/2505] lr: 3.750e-04, eta: 17:19:35, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.1951, loss: 1.1951, grad_norm: 8.5521 2020-08-17 05:20:32,920 - mmaction - INFO - Epoch [68][800/2505] lr: 3.750e-04, eta: 17:19:20, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.1991, loss: 1.1991, grad_norm: 8.2495 2020-08-17 05:20:48,526 - mmaction - INFO - Epoch [68][820/2505] lr: 3.750e-04, eta: 17:19:05, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8849, loss_cls: 1.1152, loss: 1.1152, grad_norm: 8.0551 2020-08-17 05:21:03,091 - mmaction - INFO - Epoch [68][840/2505] lr: 3.750e-04, eta: 17:18:49, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8729, loss_cls: 1.2369, loss: 1.2369, grad_norm: 8.6521 2020-08-17 05:21:18,187 - mmaction - INFO - Epoch [68][860/2505] lr: 3.750e-04, eta: 17:18:34, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1864, loss: 1.1864, grad_norm: 8.4091 2020-08-17 05:21:34,269 - mmaction - INFO - Epoch [68][880/2505] lr: 3.750e-04, eta: 17:18:19, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8865, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.3052 2020-08-17 05:21:48,553 - mmaction - INFO - Epoch [68][900/2505] lr: 3.750e-04, eta: 17:18:04, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8740, loss_cls: 1.1706, loss: 1.1706, grad_norm: 8.3157 2020-08-17 05:22:04,040 - mmaction - INFO - Epoch [68][920/2505] lr: 3.750e-04, eta: 17:17:48, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1850, loss: 1.1850, grad_norm: 8.5280 2020-08-17 05:22:18,741 - mmaction - INFO - Epoch [68][940/2505] lr: 3.750e-04, eta: 17:17:33, time: 0.735, data_time: 0.002, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8781, loss_cls: 1.1645, loss: 1.1645, grad_norm: 8.2861 2020-08-17 05:22:33,833 - mmaction - INFO - Epoch [68][960/2505] lr: 3.750e-04, eta: 17:17:18, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8740, loss_cls: 1.2123, loss: 1.2123, grad_norm: 8.2847 2020-08-17 05:22:49,208 - mmaction - INFO - Epoch [68][980/2505] lr: 3.750e-04, eta: 17:17:02, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8771, loss_cls: 1.1926, loss: 1.1926, grad_norm: 8.5843 2020-08-17 05:23:04,240 - mmaction - INFO - Epoch [68][1000/2505] lr: 3.750e-04, eta: 17:16:47, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8750, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.4171 2020-08-17 05:23:20,275 - mmaction - INFO - Epoch [68][1020/2505] lr: 3.750e-04, eta: 17:16:32, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8812, loss_cls: 1.1590, loss: 1.1590, grad_norm: 8.1591 2020-08-17 05:23:34,840 - mmaction - INFO - Epoch [68][1040/2505] lr: 3.750e-04, eta: 17:16:17, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8651, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.6390 2020-08-17 05:23:49,700 - mmaction - INFO - Epoch [68][1060/2505] lr: 3.750e-04, eta: 17:16:01, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8802, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.5316 2020-08-17 05:24:04,948 - mmaction - INFO - Epoch [68][1080/2505] lr: 3.750e-04, eta: 17:15:46, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8854, loss_cls: 1.1371, loss: 1.1371, grad_norm: 8.2065 2020-08-17 05:24:20,336 - mmaction - INFO - Epoch [68][1100/2505] lr: 3.750e-04, eta: 17:15:31, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6724, top5_acc: 0.8536, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.7043 2020-08-17 05:24:35,636 - mmaction - INFO - Epoch [68][1120/2505] lr: 3.750e-04, eta: 17:15:16, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8693, loss_cls: 1.2448, loss: 1.2448, grad_norm: 8.5805 2020-08-17 05:24:50,796 - mmaction - INFO - Epoch [68][1140/2505] lr: 3.750e-04, eta: 17:15:00, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1814, loss: 1.1814, grad_norm: 8.4088 2020-08-17 05:25:06,665 - mmaction - INFO - Epoch [68][1160/2505] lr: 3.750e-04, eta: 17:14:46, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8833, loss_cls: 1.1968, loss: 1.1968, grad_norm: 8.3248 2020-08-17 05:25:22,335 - mmaction - INFO - Epoch [68][1180/2505] lr: 3.750e-04, eta: 17:14:30, time: 0.784, data_time: 0.002, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.2948 2020-08-17 05:25:36,542 - mmaction - INFO - Epoch [68][1200/2505] lr: 3.750e-04, eta: 17:14:15, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8797, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.6799 2020-08-17 05:25:51,696 - mmaction - INFO - Epoch [68][1220/2505] lr: 3.750e-04, eta: 17:13:59, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.6191 2020-08-17 05:26:07,308 - mmaction - INFO - Epoch [68][1240/2505] lr: 3.750e-04, eta: 17:13:44, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8771, loss_cls: 1.1770, loss: 1.1770, grad_norm: 8.3050 2020-08-17 05:26:22,301 - mmaction - INFO - Epoch [68][1260/2505] lr: 3.750e-04, eta: 17:13:29, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8885, loss_cls: 1.1578, loss: 1.1578, grad_norm: 8.4543 2020-08-17 05:26:37,447 - mmaction - INFO - Epoch [68][1280/2505] lr: 3.750e-04, eta: 17:13:14, time: 0.759, data_time: 0.003, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8922, loss_cls: 1.1446, loss: 1.1446, grad_norm: 8.4053 2020-08-17 05:26:53,014 - mmaction - INFO - Epoch [68][1300/2505] lr: 3.750e-04, eta: 17:12:59, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8891, loss_cls: 1.1109, loss: 1.1109, grad_norm: 8.1830 2020-08-17 05:27:07,676 - mmaction - INFO - Epoch [68][1320/2505] lr: 3.750e-04, eta: 17:12:43, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8812, loss_cls: 1.1626, loss: 1.1626, grad_norm: 8.1344 2020-08-17 05:27:22,985 - mmaction - INFO - Epoch [68][1340/2505] lr: 3.750e-04, eta: 17:12:28, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8786, loss_cls: 1.1955, loss: 1.1955, grad_norm: 8.3727 2020-08-17 05:27:37,921 - mmaction - INFO - Epoch [68][1360/2505] lr: 3.750e-04, eta: 17:12:13, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8839, loss_cls: 1.1848, loss: 1.1848, grad_norm: 8.3541 2020-08-17 05:27:53,614 - mmaction - INFO - Epoch [68][1380/2505] lr: 3.750e-04, eta: 17:11:58, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8896, loss_cls: 1.1611, loss: 1.1611, grad_norm: 8.3272 2020-08-17 05:28:08,838 - mmaction - INFO - Epoch [68][1400/2505] lr: 3.750e-04, eta: 17:11:42, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1476, loss: 1.1476, grad_norm: 8.2209 2020-08-17 05:28:24,475 - mmaction - INFO - Epoch [68][1420/2505] lr: 3.750e-04, eta: 17:11:27, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8958, loss_cls: 1.1354, loss: 1.1354, grad_norm: 8.2141 2020-08-17 05:28:39,628 - mmaction - INFO - Epoch [68][1440/2505] lr: 3.750e-04, eta: 17:11:12, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1472, loss: 1.1472, grad_norm: 8.1812 2020-08-17 05:28:55,353 - mmaction - INFO - Epoch [68][1460/2505] lr: 3.750e-04, eta: 17:10:57, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8823, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.5422 2020-08-17 05:29:10,189 - mmaction - INFO - Epoch [68][1480/2505] lr: 3.750e-04, eta: 17:10:42, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8781, loss_cls: 1.1475, loss: 1.1475, grad_norm: 8.2122 2020-08-17 05:29:25,579 - mmaction - INFO - Epoch [68][1500/2505] lr: 3.750e-04, eta: 17:10:26, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8849, loss_cls: 1.1987, loss: 1.1987, grad_norm: 8.5457 2020-08-17 05:29:40,116 - mmaction - INFO - Epoch [68][1520/2505] lr: 3.750e-04, eta: 17:10:11, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8771, loss_cls: 1.2229, loss: 1.2229, grad_norm: 8.4477 2020-08-17 05:29:55,242 - mmaction - INFO - Epoch [68][1540/2505] lr: 3.750e-04, eta: 17:09:56, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8891, loss_cls: 1.1825, loss: 1.1825, grad_norm: 8.5311 2020-08-17 05:30:10,523 - mmaction - INFO - Epoch [68][1560/2505] lr: 3.750e-04, eta: 17:09:40, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8745, loss_cls: 1.2581, loss: 1.2581, grad_norm: 8.4758 2020-08-17 05:30:25,786 - mmaction - INFO - Epoch [68][1580/2505] lr: 3.750e-04, eta: 17:09:25, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8849, loss_cls: 1.1642, loss: 1.1642, grad_norm: 8.4433 2020-08-17 05:30:40,291 - mmaction - INFO - Epoch [68][1600/2505] lr: 3.750e-04, eta: 17:09:10, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8922, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.4122 2020-08-17 05:30:55,517 - mmaction - INFO - Epoch [68][1620/2505] lr: 3.750e-04, eta: 17:08:54, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8781, loss_cls: 1.1316, loss: 1.1316, grad_norm: 8.0340 2020-08-17 05:31:11,313 - mmaction - INFO - Epoch [68][1640/2505] lr: 3.750e-04, eta: 17:08:39, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8714, loss_cls: 1.2413, loss: 1.2413, grad_norm: 8.6810 2020-08-17 05:31:26,711 - mmaction - INFO - Epoch [68][1660/2505] lr: 3.750e-04, eta: 17:08:24, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8849, loss_cls: 1.1479, loss: 1.1479, grad_norm: 8.1551 2020-08-17 05:31:41,060 - mmaction - INFO - Epoch [68][1680/2505] lr: 3.750e-04, eta: 17:08:09, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2160, loss: 1.2160, grad_norm: 8.8341 2020-08-17 05:31:56,310 - mmaction - INFO - Epoch [68][1700/2505] lr: 3.750e-04, eta: 17:07:53, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8760, loss_cls: 1.2091, loss: 1.2091, grad_norm: 8.6837 2020-08-17 05:32:11,927 - mmaction - INFO - Epoch [68][1720/2505] lr: 3.750e-04, eta: 17:07:38, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8776, loss_cls: 1.1911, loss: 1.1911, grad_norm: 8.4620 2020-08-17 05:32:26,555 - mmaction - INFO - Epoch [68][1740/2505] lr: 3.750e-04, eta: 17:07:23, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8729, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.5354 2020-08-17 05:32:41,584 - mmaction - INFO - Epoch [68][1760/2505] lr: 3.750e-04, eta: 17:07:07, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8870, loss_cls: 1.1422, loss: 1.1422, grad_norm: 8.2914 2020-08-17 05:32:56,365 - mmaction - INFO - Epoch [68][1780/2505] lr: 3.750e-04, eta: 17:06:52, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8771, loss_cls: 1.2112, loss: 1.2112, grad_norm: 8.4921 2020-08-17 05:33:11,278 - mmaction - INFO - Epoch [68][1800/2505] lr: 3.750e-04, eta: 17:06:37, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8818, loss_cls: 1.1916, loss: 1.1916, grad_norm: 8.5596 2020-08-17 05:33:26,388 - mmaction - INFO - Epoch [68][1820/2505] lr: 3.750e-04, eta: 17:06:21, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8755, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.6696 2020-08-17 05:33:41,780 - mmaction - INFO - Epoch [68][1840/2505] lr: 3.750e-04, eta: 17:06:06, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8604, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.8649 2020-08-17 05:33:56,589 - mmaction - INFO - Epoch [68][1860/2505] lr: 3.750e-04, eta: 17:05:51, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8760, loss_cls: 1.2228, loss: 1.2228, grad_norm: 8.5582 2020-08-17 05:34:11,848 - mmaction - INFO - Epoch [68][1880/2505] lr: 3.750e-04, eta: 17:05:35, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8839, loss_cls: 1.1883, loss: 1.1883, grad_norm: 8.5304 2020-08-17 05:34:27,649 - mmaction - INFO - Epoch [68][1900/2505] lr: 3.750e-04, eta: 17:05:21, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8766, loss_cls: 1.2390, loss: 1.2390, grad_norm: 8.6606 2020-08-17 05:34:41,960 - mmaction - INFO - Epoch [68][1920/2505] lr: 3.750e-04, eta: 17:05:05, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 8.3888 2020-08-17 05:34:56,732 - mmaction - INFO - Epoch [68][1940/2505] lr: 3.750e-04, eta: 17:04:49, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8792, loss_cls: 1.1817, loss: 1.1817, grad_norm: 8.5598 2020-08-17 05:35:11,952 - mmaction - INFO - Epoch [68][1960/2505] lr: 3.750e-04, eta: 17:04:34, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8885, loss_cls: 1.1672, loss: 1.1672, grad_norm: 8.4222 2020-08-17 05:35:26,791 - mmaction - INFO - Epoch [68][1980/2505] lr: 3.750e-04, eta: 17:04:19, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1543, loss: 1.1543, grad_norm: 8.2274 2020-08-17 05:35:41,713 - mmaction - INFO - Epoch [68][2000/2505] lr: 3.750e-04, eta: 17:04:03, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8745, loss_cls: 1.2356, loss: 1.2356, grad_norm: 8.5530 2020-08-17 05:35:57,416 - mmaction - INFO - Epoch [68][2020/2505] lr: 3.750e-04, eta: 17:03:48, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8844, loss_cls: 1.1578, loss: 1.1578, grad_norm: 8.2613 2020-08-17 05:36:12,755 - mmaction - INFO - Epoch [68][2040/2505] lr: 3.750e-04, eta: 17:03:33, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8844, loss_cls: 1.1903, loss: 1.1903, grad_norm: 8.5739 2020-08-17 05:36:27,297 - mmaction - INFO - Epoch [68][2060/2505] lr: 3.750e-04, eta: 17:03:18, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8766, loss_cls: 1.2062, loss: 1.2062, grad_norm: 8.5722 2020-08-17 05:36:42,684 - mmaction - INFO - Epoch [68][2080/2505] lr: 3.750e-04, eta: 17:03:02, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8937, loss_cls: 1.1315, loss: 1.1315, grad_norm: 8.2200 2020-08-17 05:36:57,537 - mmaction - INFO - Epoch [68][2100/2505] lr: 3.750e-04, eta: 17:02:47, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8786, loss_cls: 1.1510, loss: 1.1510, grad_norm: 8.3563 2020-08-17 05:37:12,834 - mmaction - INFO - Epoch [68][2120/2505] lr: 3.750e-04, eta: 17:02:32, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8875, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.2183 2020-08-17 05:37:28,069 - mmaction - INFO - Epoch [68][2140/2505] lr: 3.750e-04, eta: 17:02:17, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8911, loss_cls: 1.1636, loss: 1.1636, grad_norm: 8.3545 2020-08-17 05:37:42,996 - mmaction - INFO - Epoch [68][2160/2505] lr: 3.750e-04, eta: 17:02:01, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8833, loss_cls: 1.2191, loss: 1.2191, grad_norm: 8.5563 2020-08-17 05:37:58,129 - mmaction - INFO - Epoch [68][2180/2505] lr: 3.750e-04, eta: 17:01:46, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8896, loss_cls: 1.1622, loss: 1.1622, grad_norm: 8.2926 2020-08-17 05:38:13,117 - mmaction - INFO - Epoch [68][2200/2505] lr: 3.750e-04, eta: 17:01:31, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8771, loss_cls: 1.2106, loss: 1.2106, grad_norm: 8.5437 2020-08-17 05:38:27,917 - mmaction - INFO - Epoch [68][2220/2505] lr: 3.750e-04, eta: 17:01:15, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8656, loss_cls: 1.2029, loss: 1.2029, grad_norm: 8.4159 2020-08-17 05:38:44,125 - mmaction - INFO - Epoch [68][2240/2505] lr: 3.750e-04, eta: 17:01:00, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8734, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.6118 2020-08-17 05:38:59,063 - mmaction - INFO - Epoch [68][2260/2505] lr: 3.750e-04, eta: 17:00:45, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8802, loss_cls: 1.2224, loss: 1.2224, grad_norm: 8.5112 2020-08-17 05:39:14,142 - mmaction - INFO - Epoch [68][2280/2505] lr: 3.750e-04, eta: 17:00:30, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8844, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.2886 2020-08-17 05:39:29,911 - mmaction - INFO - Epoch [68][2300/2505] lr: 3.750e-04, eta: 17:00:15, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8807, loss_cls: 1.1983, loss: 1.1983, grad_norm: 8.6582 2020-08-17 05:39:44,855 - mmaction - INFO - Epoch [68][2320/2505] lr: 3.750e-04, eta: 16:59:59, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8677, loss_cls: 1.2285, loss: 1.2285, grad_norm: 8.4393 2020-08-17 05:40:00,018 - mmaction - INFO - Epoch [68][2340/2505] lr: 3.750e-04, eta: 16:59:44, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.6849, top5_acc: 0.8750, loss_cls: 1.2746, loss: 1.2746, grad_norm: 9.0313 2020-08-17 05:40:14,596 - mmaction - INFO - Epoch [68][2360/2505] lr: 3.750e-04, eta: 16:59:28, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8760, loss_cls: 1.1772, loss: 1.1772, grad_norm: 8.4580 2020-08-17 05:40:29,430 - mmaction - INFO - Epoch [68][2380/2505] lr: 3.750e-04, eta: 16:59:13, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8760, loss_cls: 1.1765, loss: 1.1765, grad_norm: 8.3180 2020-08-17 05:40:44,699 - mmaction - INFO - Epoch [68][2400/2505] lr: 3.750e-04, eta: 16:58:58, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8714, loss_cls: 1.2129, loss: 1.2129, grad_norm: 8.4129 2020-08-17 05:40:59,331 - mmaction - INFO - Epoch [68][2420/2505] lr: 3.750e-04, eta: 16:58:42, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8807, loss_cls: 1.1671, loss: 1.1671, grad_norm: 8.1362 2020-08-17 05:41:15,544 - mmaction - INFO - Epoch [68][2440/2505] lr: 3.750e-04, eta: 16:58:28, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8818, loss_cls: 1.1497, loss: 1.1497, grad_norm: 8.1634 2020-08-17 05:41:29,982 - mmaction - INFO - Epoch [68][2460/2505] lr: 3.750e-04, eta: 16:58:12, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8849, loss_cls: 1.2109, loss: 1.2109, grad_norm: 8.6512 2020-08-17 05:41:45,762 - mmaction - INFO - Epoch [68][2480/2505] lr: 3.750e-04, eta: 16:57:57, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8719, loss_cls: 1.1995, loss: 1.1995, grad_norm: 8.2838 2020-08-17 05:42:00,440 - mmaction - INFO - Epoch [68][2500/2505] lr: 3.750e-04, eta: 16:57:41, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8807, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.7303 2020-08-17 05:42:04,456 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-08-17 05:42:25,228 - mmaction - INFO - Epoch [69][20/2505] lr: 3.750e-04, eta: 16:57:23, time: 1.017, data_time: 0.402, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8865, loss_cls: 1.1349, loss: 1.1349, grad_norm: 8.4248 2020-08-17 05:42:38,764 - mmaction - INFO - Epoch [69][40/2505] lr: 3.750e-04, eta: 16:57:07, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8667, loss_cls: 1.2437, loss: 1.2437, grad_norm: 8.6311 2020-08-17 05:42:53,890 - mmaction - INFO - Epoch [69][60/2505] lr: 3.750e-04, eta: 16:56:52, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8781, loss_cls: 1.1522, loss: 1.1522, grad_norm: 8.1662 2020-08-17 05:43:08,930 - mmaction - INFO - Epoch [69][80/2505] lr: 3.750e-04, eta: 16:56:36, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8922, loss_cls: 1.1381, loss: 1.1381, grad_norm: 8.3570 2020-08-17 05:43:23,571 - mmaction - INFO - Epoch [69][100/2505] lr: 3.750e-04, eta: 16:56:21, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8823, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.4119 2020-08-17 05:43:39,748 - mmaction - INFO - Epoch [69][120/2505] lr: 3.750e-04, eta: 16:56:06, time: 0.813, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8823, loss_cls: 1.1420, loss: 1.1420, grad_norm: 8.2352 2020-08-17 05:43:53,860 - mmaction - INFO - Epoch [69][140/2505] lr: 3.750e-04, eta: 16:55:50, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8672, loss_cls: 1.2398, loss: 1.2398, grad_norm: 8.6418 2020-08-17 05:44:09,083 - mmaction - INFO - Epoch [69][160/2505] lr: 3.750e-04, eta: 16:55:35, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1227, loss: 1.1227, grad_norm: 8.0908 2020-08-17 05:44:24,846 - mmaction - INFO - Epoch [69][180/2505] lr: 3.750e-04, eta: 16:55:20, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8792, loss_cls: 1.1857, loss: 1.1857, grad_norm: 8.5033 2020-08-17 05:44:40,414 - mmaction - INFO - Epoch [69][200/2505] lr: 3.750e-04, eta: 16:55:05, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8839, loss_cls: 1.1785, loss: 1.1785, grad_norm: 8.6439 2020-08-17 05:44:55,522 - mmaction - INFO - Epoch [69][220/2505] lr: 3.750e-04, eta: 16:54:50, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8880, loss_cls: 1.1639, loss: 1.1639, grad_norm: 8.5552 2020-08-17 05:45:11,225 - mmaction - INFO - Epoch [69][240/2505] lr: 3.750e-04, eta: 16:54:35, time: 0.785, data_time: 0.003, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.2019, loss: 1.2019, grad_norm: 8.5473 2020-08-17 05:45:25,805 - mmaction - INFO - Epoch [69][260/2505] lr: 3.750e-04, eta: 16:54:19, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8807, loss_cls: 1.1703, loss: 1.1703, grad_norm: 8.2720 2020-08-17 05:45:41,255 - mmaction - INFO - Epoch [69][280/2505] lr: 3.750e-04, eta: 16:54:04, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8786, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.3544 2020-08-17 05:45:57,068 - mmaction - INFO - Epoch [69][300/2505] lr: 3.750e-04, eta: 16:53:49, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.1072, loss: 1.1072, grad_norm: 8.0292 2020-08-17 05:46:11,682 - mmaction - INFO - Epoch [69][320/2505] lr: 3.750e-04, eta: 16:53:34, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8958, loss_cls: 1.1126, loss: 1.1126, grad_norm: 8.3734 2020-08-17 05:46:26,228 - mmaction - INFO - Epoch [69][340/2505] lr: 3.750e-04, eta: 16:53:18, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8760, loss_cls: 1.2247, loss: 1.2247, grad_norm: 8.4216 2020-08-17 05:46:41,123 - mmaction - INFO - Epoch [69][360/2505] lr: 3.750e-04, eta: 16:53:03, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8740, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.6447 2020-08-17 05:46:56,028 - mmaction - INFO - Epoch [69][380/2505] lr: 3.750e-04, eta: 16:52:47, time: 0.746, data_time: 0.003, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8917, loss_cls: 1.0956, loss: 1.0956, grad_norm: 8.1912 2020-08-17 05:47:11,771 - mmaction - INFO - Epoch [69][400/2505] lr: 3.750e-04, eta: 16:52:32, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8885, loss_cls: 1.1365, loss: 1.1365, grad_norm: 8.2629 2020-08-17 05:47:27,598 - mmaction - INFO - Epoch [69][420/2505] lr: 3.750e-04, eta: 16:52:17, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8823, loss_cls: 1.1600, loss: 1.1600, grad_norm: 8.2479 2020-08-17 05:47:41,692 - mmaction - INFO - Epoch [69][440/2505] lr: 3.750e-04, eta: 16:52:02, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.3802 2020-08-17 05:47:57,932 - mmaction - INFO - Epoch [69][460/2505] lr: 3.750e-04, eta: 16:51:47, time: 0.816, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8896, loss_cls: 1.1792, loss: 1.1792, grad_norm: 8.4297 2020-08-17 05:48:11,800 - mmaction - INFO - Epoch [69][480/2505] lr: 3.750e-04, eta: 16:51:31, time: 0.692, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8859, loss_cls: 1.1308, loss: 1.1308, grad_norm: 8.2296 2020-08-17 05:48:27,187 - mmaction - INFO - Epoch [69][500/2505] lr: 3.750e-04, eta: 16:51:16, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8870, loss_cls: 1.1191, loss: 1.1191, grad_norm: 8.1057 2020-08-17 05:48:42,386 - mmaction - INFO - Epoch [69][520/2505] lr: 3.750e-04, eta: 16:51:00, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8833, loss_cls: 1.1692, loss: 1.1692, grad_norm: 8.5911 2020-08-17 05:48:56,895 - mmaction - INFO - Epoch [69][540/2505] lr: 3.750e-04, eta: 16:50:45, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8823, loss_cls: 1.1746, loss: 1.1746, grad_norm: 8.6685 2020-08-17 05:49:12,587 - mmaction - INFO - Epoch [69][560/2505] lr: 3.750e-04, eta: 16:50:30, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8833, loss_cls: 1.1971, loss: 1.1971, grad_norm: 8.6343 2020-08-17 05:49:28,331 - mmaction - INFO - Epoch [69][580/2505] lr: 3.750e-04, eta: 16:50:15, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8839, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.5769 2020-08-17 05:49:42,599 - mmaction - INFO - Epoch [69][600/2505] lr: 3.750e-04, eta: 16:49:59, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8911, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.5080 2020-08-17 05:49:58,052 - mmaction - INFO - Epoch [69][620/2505] lr: 3.750e-04, eta: 16:49:44, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8818, loss_cls: 1.1626, loss: 1.1626, grad_norm: 8.4353 2020-08-17 05:50:12,814 - mmaction - INFO - Epoch [69][640/2505] lr: 3.750e-04, eta: 16:49:29, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8885, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.5844 2020-08-17 05:50:28,218 - mmaction - INFO - Epoch [69][660/2505] lr: 3.750e-04, eta: 16:49:13, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8802, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.2211 2020-08-17 05:50:43,458 - mmaction - INFO - Epoch [69][680/2505] lr: 3.750e-04, eta: 16:48:58, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8766, loss_cls: 1.1821, loss: 1.1821, grad_norm: 8.5590 2020-08-17 05:50:58,857 - mmaction - INFO - Epoch [69][700/2505] lr: 3.750e-04, eta: 16:48:43, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2387, loss: 1.2387, grad_norm: 8.7202 2020-08-17 05:51:13,649 - mmaction - INFO - Epoch [69][720/2505] lr: 3.750e-04, eta: 16:48:28, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8818, loss_cls: 1.2139, loss: 1.2139, grad_norm: 8.6410 2020-08-17 05:51:28,503 - mmaction - INFO - Epoch [69][740/2505] lr: 3.750e-04, eta: 16:48:12, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8703, loss_cls: 1.2114, loss: 1.2114, grad_norm: 8.5939 2020-08-17 05:51:44,960 - mmaction - INFO - Epoch [69][760/2505] lr: 3.750e-04, eta: 16:47:58, time: 0.819, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1717, loss: 1.1717, grad_norm: 8.3986 2020-08-17 05:51:59,833 - mmaction - INFO - Epoch [69][780/2505] lr: 3.750e-04, eta: 16:47:42, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2280, loss: 1.2280, grad_norm: 8.6850 2020-08-17 05:52:14,231 - mmaction - INFO - Epoch [69][800/2505] lr: 3.750e-04, eta: 16:47:27, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8708, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.8052 2020-08-17 05:52:29,910 - mmaction - INFO - Epoch [69][820/2505] lr: 3.750e-04, eta: 16:47:12, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8786, loss_cls: 1.1829, loss: 1.1829, grad_norm: 8.4080 2020-08-17 05:52:44,417 - mmaction - INFO - Epoch [69][840/2505] lr: 3.750e-04, eta: 16:46:56, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8740, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.3981 2020-08-17 05:52:59,717 - mmaction - INFO - Epoch [69][860/2505] lr: 3.750e-04, eta: 16:46:41, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8802, loss_cls: 1.1822, loss: 1.1822, grad_norm: 8.5427 2020-08-17 05:53:14,175 - mmaction - INFO - Epoch [69][880/2505] lr: 3.750e-04, eta: 16:46:25, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8776, loss_cls: 1.1905, loss: 1.1905, grad_norm: 8.5438 2020-08-17 05:53:29,934 - mmaction - INFO - Epoch [69][900/2505] lr: 3.750e-04, eta: 16:46:10, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8682, loss_cls: 1.2694, loss: 1.2694, grad_norm: 8.7266 2020-08-17 05:53:45,800 - mmaction - INFO - Epoch [69][920/2505] lr: 3.750e-04, eta: 16:45:55, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8641, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.7336 2020-08-17 05:54:00,755 - mmaction - INFO - Epoch [69][940/2505] lr: 3.750e-04, eta: 16:45:40, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0932, loss: 1.0932, grad_norm: 7.9279 2020-08-17 05:54:15,219 - mmaction - INFO - Epoch [69][960/2505] lr: 3.750e-04, eta: 16:45:24, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.0521 2020-08-17 05:54:30,419 - mmaction - INFO - Epoch [69][980/2505] lr: 3.750e-04, eta: 16:45:09, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1784, loss: 1.1784, grad_norm: 8.4131 2020-08-17 05:54:44,950 - mmaction - INFO - Epoch [69][1000/2505] lr: 3.750e-04, eta: 16:44:53, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8776, loss_cls: 1.2125, loss: 1.2125, grad_norm: 8.6107 2020-08-17 05:55:00,675 - mmaction - INFO - Epoch [69][1020/2505] lr: 3.750e-04, eta: 16:44:38, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8870, loss_cls: 1.1311, loss: 1.1311, grad_norm: 8.3287 2020-08-17 05:55:15,173 - mmaction - INFO - Epoch [69][1040/2505] lr: 3.750e-04, eta: 16:44:23, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8849, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.5406 2020-08-17 05:55:30,512 - mmaction - INFO - Epoch [69][1060/2505] lr: 3.750e-04, eta: 16:44:08, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8859, loss_cls: 1.1538, loss: 1.1538, grad_norm: 8.2356 2020-08-17 05:55:45,207 - mmaction - INFO - Epoch [69][1080/2505] lr: 3.750e-04, eta: 16:43:52, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8896, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.4043 2020-08-17 05:56:00,613 - mmaction - INFO - Epoch [69][1100/2505] lr: 3.750e-04, eta: 16:43:37, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.1393, loss: 1.1393, grad_norm: 8.1603 2020-08-17 05:56:15,915 - mmaction - INFO - Epoch [69][1120/2505] lr: 3.750e-04, eta: 16:43:22, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8849, loss_cls: 1.1849, loss: 1.1849, grad_norm: 8.5099 2020-08-17 05:56:31,847 - mmaction - INFO - Epoch [69][1140/2505] lr: 3.750e-04, eta: 16:43:07, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1544, loss: 1.1544, grad_norm: 8.3393 2020-08-17 05:56:47,979 - mmaction - INFO - Epoch [69][1160/2505] lr: 3.750e-04, eta: 16:42:52, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8938, loss_cls: 1.1047, loss: 1.1047, grad_norm: 8.3040 2020-08-17 05:57:01,950 - mmaction - INFO - Epoch [69][1180/2505] lr: 3.750e-04, eta: 16:42:36, time: 0.696, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8911, loss_cls: 1.1304, loss: 1.1304, grad_norm: 8.4431 2020-08-17 05:57:17,230 - mmaction - INFO - Epoch [69][1200/2505] lr: 3.750e-04, eta: 16:42:21, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8807, loss_cls: 1.1466, loss: 1.1466, grad_norm: 8.2010 2020-08-17 05:57:31,958 - mmaction - INFO - Epoch [69][1220/2505] lr: 3.750e-04, eta: 16:42:06, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.3908 2020-08-17 05:57:46,614 - mmaction - INFO - Epoch [69][1240/2505] lr: 3.750e-04, eta: 16:41:50, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8818, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.2293 2020-08-17 05:58:01,500 - mmaction - INFO - Epoch [69][1260/2505] lr: 3.750e-04, eta: 16:41:35, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8745, loss_cls: 1.2197, loss: 1.2197, grad_norm: 8.6087 2020-08-17 05:58:17,469 - mmaction - INFO - Epoch [69][1280/2505] lr: 3.750e-04, eta: 16:41:20, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8818, loss_cls: 1.1804, loss: 1.1804, grad_norm: 8.5930 2020-08-17 05:58:31,970 - mmaction - INFO - Epoch [69][1300/2505] lr: 3.750e-04, eta: 16:41:04, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8964, loss_cls: 1.1361, loss: 1.1361, grad_norm: 8.3906 2020-08-17 05:58:47,272 - mmaction - INFO - Epoch [69][1320/2505] lr: 3.750e-04, eta: 16:40:49, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8693, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.7523 2020-08-17 05:59:02,307 - mmaction - INFO - Epoch [69][1340/2505] lr: 3.750e-04, eta: 16:40:34, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8875, loss_cls: 1.1584, loss: 1.1584, grad_norm: 8.4763 2020-08-17 05:59:17,178 - mmaction - INFO - Epoch [69][1360/2505] lr: 3.750e-04, eta: 16:40:18, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8828, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.2923 2020-08-17 05:59:33,214 - mmaction - INFO - Epoch [69][1380/2505] lr: 3.750e-04, eta: 16:40:03, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8859, loss_cls: 1.2040, loss: 1.2040, grad_norm: 8.4828 2020-08-17 05:59:47,979 - mmaction - INFO - Epoch [69][1400/2505] lr: 3.750e-04, eta: 16:39:48, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8938, loss_cls: 1.1172, loss: 1.1172, grad_norm: 8.1697 2020-08-17 06:00:02,253 - mmaction - INFO - Epoch [69][1420/2505] lr: 3.750e-04, eta: 16:39:32, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8776, loss_cls: 1.2051, loss: 1.2051, grad_norm: 8.5677 2020-08-17 06:00:18,249 - mmaction - INFO - Epoch [69][1440/2505] lr: 3.750e-04, eta: 16:39:17, time: 0.791, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1468, loss: 1.1468, grad_norm: 8.0646 2020-08-17 06:00:33,693 - mmaction - INFO - Epoch [69][1460/2505] lr: 3.750e-04, eta: 16:39:02, time: 0.780, data_time: 0.020, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8880, loss_cls: 1.1760, loss: 1.1760, grad_norm: 8.3801 2020-08-17 06:00:49,120 - mmaction - INFO - Epoch [69][1480/2505] lr: 3.750e-04, eta: 16:38:47, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1708, loss: 1.1708, grad_norm: 8.5194 2020-08-17 06:01:03,920 - mmaction - INFO - Epoch [69][1500/2505] lr: 3.750e-04, eta: 16:38:32, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8885, loss_cls: 1.1809, loss: 1.1809, grad_norm: 8.5435 2020-08-17 06:01:19,384 - mmaction - INFO - Epoch [69][1520/2505] lr: 3.750e-04, eta: 16:38:17, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2244, loss: 1.2244, grad_norm: 8.7452 2020-08-17 06:01:33,569 - mmaction - INFO - Epoch [69][1540/2505] lr: 3.750e-04, eta: 16:38:01, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8802, loss_cls: 1.2158, loss: 1.2158, grad_norm: 8.4424 2020-08-17 06:01:49,307 - mmaction - INFO - Epoch [69][1560/2505] lr: 3.750e-04, eta: 16:37:46, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8729, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.3919 2020-08-17 06:02:05,064 - mmaction - INFO - Epoch [69][1580/2505] lr: 3.750e-04, eta: 16:37:31, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8859, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.4654 2020-08-17 06:02:19,277 - mmaction - INFO - Epoch [69][1600/2505] lr: 3.750e-04, eta: 16:37:15, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8906, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.4866 2020-08-17 06:02:35,220 - mmaction - INFO - Epoch [69][1620/2505] lr: 3.750e-04, eta: 16:37:00, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8859, loss_cls: 1.1727, loss: 1.1727, grad_norm: 8.3765 2020-08-17 06:02:49,158 - mmaction - INFO - Epoch [69][1640/2505] lr: 3.750e-04, eta: 16:36:45, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8792, loss_cls: 1.1727, loss: 1.1727, grad_norm: 8.2937 2020-08-17 06:03:04,471 - mmaction - INFO - Epoch [69][1660/2505] lr: 3.750e-04, eta: 16:36:29, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2558, loss: 1.2558, grad_norm: 8.7828 2020-08-17 06:03:20,097 - mmaction - INFO - Epoch [69][1680/2505] lr: 3.750e-04, eta: 16:36:14, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8714, loss_cls: 1.2271, loss: 1.2271, grad_norm: 8.5942 2020-08-17 06:03:34,810 - mmaction - INFO - Epoch [69][1700/2505] lr: 3.750e-04, eta: 16:35:59, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8792, loss_cls: 1.1900, loss: 1.1900, grad_norm: 8.4337 2020-08-17 06:03:49,340 - mmaction - INFO - Epoch [69][1720/2505] lr: 3.750e-04, eta: 16:35:43, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1774, loss: 1.1774, grad_norm: 8.5584 2020-08-17 06:04:06,401 - mmaction - INFO - Epoch [69][1740/2505] lr: 3.750e-04, eta: 16:35:29, time: 0.851, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8880, loss_cls: 1.1466, loss: 1.1466, grad_norm: 8.3271 2020-08-17 06:04:20,442 - mmaction - INFO - Epoch [69][1760/2505] lr: 3.750e-04, eta: 16:35:13, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8849, loss_cls: 1.2009, loss: 1.2009, grad_norm: 8.6408 2020-08-17 06:04:35,664 - mmaction - INFO - Epoch [69][1780/2505] lr: 3.750e-04, eta: 16:34:58, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8786, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.7742 2020-08-17 06:04:50,207 - mmaction - INFO - Epoch [69][1800/2505] lr: 3.750e-04, eta: 16:34:42, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8766, loss_cls: 1.1980, loss: 1.1980, grad_norm: 8.5223 2020-08-17 06:05:04,930 - mmaction - INFO - Epoch [69][1820/2505] lr: 3.750e-04, eta: 16:34:27, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2237, loss: 1.2237, grad_norm: 8.7572 2020-08-17 06:05:19,923 - mmaction - INFO - Epoch [69][1840/2505] lr: 3.750e-04, eta: 16:34:11, time: 0.749, data_time: 0.002, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8729, loss_cls: 1.2223, loss: 1.2223, grad_norm: 8.6691 2020-08-17 06:05:34,704 - mmaction - INFO - Epoch [69][1860/2505] lr: 3.750e-04, eta: 16:33:56, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8849, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.7912 2020-08-17 06:05:49,473 - mmaction - INFO - Epoch [69][1880/2505] lr: 3.750e-04, eta: 16:33:41, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8760, loss_cls: 1.1812, loss: 1.1812, grad_norm: 8.5711 2020-08-17 06:06:05,486 - mmaction - INFO - Epoch [69][1900/2505] lr: 3.750e-04, eta: 16:33:26, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8719, loss_cls: 1.2036, loss: 1.2036, grad_norm: 8.4936 2020-08-17 06:06:20,117 - mmaction - INFO - Epoch [69][1920/2505] lr: 3.750e-04, eta: 16:33:10, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1652, loss: 1.1652, grad_norm: 8.4648 2020-08-17 06:06:35,556 - mmaction - INFO - Epoch [69][1940/2505] lr: 3.750e-04, eta: 16:32:55, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8703, loss_cls: 1.2319, loss: 1.2319, grad_norm: 8.6393 2020-08-17 06:06:49,792 - mmaction - INFO - Epoch [69][1960/2505] lr: 3.750e-04, eta: 16:32:39, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.2874, loss: 1.2874, grad_norm: 8.8877 2020-08-17 06:07:05,639 - mmaction - INFO - Epoch [69][1980/2505] lr: 3.750e-04, eta: 16:32:24, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8802, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.5432 2020-08-17 06:07:20,095 - mmaction - INFO - Epoch [69][2000/2505] lr: 3.750e-04, eta: 16:32:09, time: 0.724, data_time: 0.003, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8745, loss_cls: 1.2188, loss: 1.2188, grad_norm: 8.6044 2020-08-17 06:07:35,176 - mmaction - INFO - Epoch [69][2020/2505] lr: 3.750e-04, eta: 16:31:54, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8745, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.6362 2020-08-17 06:07:50,850 - mmaction - INFO - Epoch [69][2040/2505] lr: 3.750e-04, eta: 16:31:39, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8859, loss_cls: 1.1705, loss: 1.1705, grad_norm: 8.5030 2020-08-17 06:08:05,234 - mmaction - INFO - Epoch [69][2060/2505] lr: 3.750e-04, eta: 16:31:23, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2479, loss: 1.2479, grad_norm: 8.6863 2020-08-17 06:08:20,613 - mmaction - INFO - Epoch [69][2080/2505] lr: 3.750e-04, eta: 16:31:08, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8865, loss_cls: 1.1497, loss: 1.1497, grad_norm: 8.4565 2020-08-17 06:08:35,978 - mmaction - INFO - Epoch [69][2100/2505] lr: 3.750e-04, eta: 16:30:53, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8812, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.4074 2020-08-17 06:08:50,811 - mmaction - INFO - Epoch [69][2120/2505] lr: 3.750e-04, eta: 16:30:37, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.4545 2020-08-17 06:09:05,297 - mmaction - INFO - Epoch [69][2140/2505] lr: 3.750e-04, eta: 16:30:22, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8724, loss_cls: 1.2181, loss: 1.2181, grad_norm: 8.5912 2020-08-17 06:09:20,166 - mmaction - INFO - Epoch [69][2160/2505] lr: 3.750e-04, eta: 16:30:06, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8937, loss_cls: 1.1060, loss: 1.1060, grad_norm: 8.2318 2020-08-17 06:09:34,873 - mmaction - INFO - Epoch [69][2180/2505] lr: 3.750e-04, eta: 16:29:51, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.7569 2020-08-17 06:09:49,672 - mmaction - INFO - Epoch [69][2200/2505] lr: 3.750e-04, eta: 16:29:35, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8797, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.2193 2020-08-17 06:10:04,540 - mmaction - INFO - Epoch [69][2220/2505] lr: 3.750e-04, eta: 16:29:20, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.1412, loss: 1.1412, grad_norm: 8.2846 2020-08-17 06:10:19,168 - mmaction - INFO - Epoch [69][2240/2505] lr: 3.750e-04, eta: 16:29:04, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.6132 2020-08-17 06:10:34,396 - mmaction - INFO - Epoch [69][2260/2505] lr: 3.750e-04, eta: 16:28:49, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8896, loss_cls: 1.1309, loss: 1.1309, grad_norm: 8.2580 2020-08-17 06:10:49,146 - mmaction - INFO - Epoch [69][2280/2505] lr: 3.750e-04, eta: 16:28:34, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8880, loss_cls: 1.1359, loss: 1.1359, grad_norm: 8.4431 2020-08-17 06:11:04,411 - mmaction - INFO - Epoch [69][2300/2505] lr: 3.750e-04, eta: 16:28:18, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8901, loss_cls: 1.2004, loss: 1.2004, grad_norm: 8.8794 2020-08-17 06:11:19,121 - mmaction - INFO - Epoch [69][2320/2505] lr: 3.750e-04, eta: 16:28:03, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8823, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.6441 2020-08-17 06:11:34,094 - mmaction - INFO - Epoch [69][2340/2505] lr: 3.750e-04, eta: 16:27:48, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8812, loss_cls: 1.1578, loss: 1.1578, grad_norm: 8.3760 2020-08-17 06:11:49,830 - mmaction - INFO - Epoch [69][2360/2505] lr: 3.750e-04, eta: 16:27:33, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8844, loss_cls: 1.2073, loss: 1.2073, grad_norm: 8.6823 2020-08-17 06:12:05,473 - mmaction - INFO - Epoch [69][2380/2505] lr: 3.750e-04, eta: 16:27:18, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8792, loss_cls: 1.2009, loss: 1.2009, grad_norm: 8.4700 2020-08-17 06:12:19,128 - mmaction - INFO - Epoch [69][2400/2505] lr: 3.750e-04, eta: 16:27:02, time: 0.683, data_time: 0.002, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8906, loss_cls: 1.1431, loss: 1.1431, grad_norm: 8.3096 2020-08-17 06:12:34,439 - mmaction - INFO - Epoch [69][2420/2505] lr: 3.750e-04, eta: 16:26:46, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8849, loss_cls: 1.1461, loss: 1.1461, grad_norm: 8.4879 2020-08-17 06:12:49,272 - mmaction - INFO - Epoch [69][2440/2505] lr: 3.750e-04, eta: 16:26:31, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8859, loss_cls: 1.1421, loss: 1.1421, grad_norm: 8.4017 2020-08-17 06:13:04,747 - mmaction - INFO - Epoch [69][2460/2505] lr: 3.750e-04, eta: 16:26:16, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8859, loss_cls: 1.1302, loss: 1.1302, grad_norm: 8.2904 2020-08-17 06:13:19,322 - mmaction - INFO - Epoch [69][2480/2505] lr: 3.750e-04, eta: 16:26:00, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8703, loss_cls: 1.2676, loss: 1.2676, grad_norm: 8.6866 2020-08-17 06:13:35,547 - mmaction - INFO - Epoch [69][2500/2505] lr: 3.750e-04, eta: 16:25:46, time: 0.809, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8880, loss_cls: 1.1218, loss: 1.1218, grad_norm: 8.3080 2020-08-17 06:13:40,272 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-08-17 06:14:03,979 - mmaction - INFO - Epoch [70][20/2505] lr: 3.750e-04, eta: 16:25:28, time: 1.156, data_time: 0.532, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8901, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.4108 2020-08-17 06:14:17,024 - mmaction - INFO - Epoch [70][40/2505] lr: 3.750e-04, eta: 16:25:12, time: 0.655, data_time: 0.006, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8693, loss_cls: 1.2185, loss: 1.2185, grad_norm: 8.5287 2020-08-17 06:14:31,878 - mmaction - INFO - Epoch [70][60/2505] lr: 3.750e-04, eta: 16:24:57, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2340, loss: 1.2340, grad_norm: 8.5575 2020-08-17 06:14:46,896 - mmaction - INFO - Epoch [70][80/2505] lr: 3.750e-04, eta: 16:24:41, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2203, loss: 1.2203, grad_norm: 8.6920 2020-08-17 06:15:03,800 - mmaction - INFO - Epoch [70][100/2505] lr: 3.750e-04, eta: 16:24:27, time: 0.845, data_time: 0.007, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8859, loss_cls: 1.1752, loss: 1.1752, grad_norm: 8.5194 2020-08-17 06:15:17,847 - mmaction - INFO - Epoch [70][120/2505] lr: 3.750e-04, eta: 16:24:11, time: 0.703, data_time: 0.003, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8901, loss_cls: 1.1456, loss: 1.1456, grad_norm: 8.4711 2020-08-17 06:15:32,661 - mmaction - INFO - Epoch [70][140/2505] lr: 3.750e-04, eta: 16:23:56, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8854, loss_cls: 1.1717, loss: 1.1717, grad_norm: 8.3604 2020-08-17 06:15:47,252 - mmaction - INFO - Epoch [70][160/2505] lr: 3.750e-04, eta: 16:23:40, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8937, loss_cls: 1.1727, loss: 1.1727, grad_norm: 8.5485 2020-08-17 06:16:02,664 - mmaction - INFO - Epoch [70][180/2505] lr: 3.750e-04, eta: 16:23:25, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.9047, loss_cls: 1.0644, loss: 1.0644, grad_norm: 8.2496 2020-08-17 06:16:17,945 - mmaction - INFO - Epoch [70][200/2505] lr: 3.750e-04, eta: 16:23:10, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8911, loss_cls: 1.1263, loss: 1.1263, grad_norm: 8.4125 2020-08-17 06:16:33,058 - mmaction - INFO - Epoch [70][220/2505] lr: 3.750e-04, eta: 16:22:55, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8792, loss_cls: 1.1746, loss: 1.1746, grad_norm: 8.4757 2020-08-17 06:16:48,745 - mmaction - INFO - Epoch [70][240/2505] lr: 3.750e-04, eta: 16:22:40, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8781, loss_cls: 1.1534, loss: 1.1534, grad_norm: 8.2518 2020-08-17 06:17:02,893 - mmaction - INFO - Epoch [70][260/2505] lr: 3.750e-04, eta: 16:22:24, time: 0.707, data_time: 0.007, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8755, loss_cls: 1.2067, loss: 1.2067, grad_norm: 8.5763 2020-08-17 06:17:18,086 - mmaction - INFO - Epoch [70][280/2505] lr: 3.750e-04, eta: 16:22:09, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8870, loss_cls: 1.1597, loss: 1.1597, grad_norm: 8.3051 2020-08-17 06:17:32,655 - mmaction - INFO - Epoch [70][300/2505] lr: 3.750e-04, eta: 16:21:53, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8776, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.5665 2020-08-17 06:17:47,227 - mmaction - INFO - Epoch [70][320/2505] lr: 3.750e-04, eta: 16:21:38, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.1869, loss: 1.1869, grad_norm: 8.4367 2020-08-17 06:18:02,642 - mmaction - INFO - Epoch [70][340/2505] lr: 3.750e-04, eta: 16:21:22, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8818, loss_cls: 1.1924, loss: 1.1924, grad_norm: 8.7016 2020-08-17 06:18:18,363 - mmaction - INFO - Epoch [70][360/2505] lr: 3.750e-04, eta: 16:21:07, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8641, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.8987 2020-08-17 06:18:32,505 - mmaction - INFO - Epoch [70][380/2505] lr: 3.750e-04, eta: 16:20:52, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1221, loss: 1.1221, grad_norm: 8.1322 2020-08-17 06:18:47,130 - mmaction - INFO - Epoch [70][400/2505] lr: 3.750e-04, eta: 16:20:36, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8807, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.5479 2020-08-17 06:19:01,918 - mmaction - INFO - Epoch [70][420/2505] lr: 3.750e-04, eta: 16:20:21, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.3901 2020-08-17 06:19:18,641 - mmaction - INFO - Epoch [70][440/2505] lr: 3.750e-04, eta: 16:20:06, time: 0.838, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8807, loss_cls: 1.1597, loss: 1.1597, grad_norm: 8.4798 2020-08-17 06:19:32,549 - mmaction - INFO - Epoch [70][460/2505] lr: 3.750e-04, eta: 16:19:50, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2082, loss: 1.2082, grad_norm: 8.6673 2020-08-17 06:19:47,819 - mmaction - INFO - Epoch [70][480/2505] lr: 3.750e-04, eta: 16:19:35, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8807, loss_cls: 1.1747, loss: 1.1747, grad_norm: 8.4505 2020-08-17 06:20:02,795 - mmaction - INFO - Epoch [70][500/2505] lr: 3.750e-04, eta: 16:19:20, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9036, loss_cls: 1.0521, loss: 1.0521, grad_norm: 8.1366 2020-08-17 06:20:18,088 - mmaction - INFO - Epoch [70][520/2505] lr: 3.750e-04, eta: 16:19:05, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8859, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.5529 2020-08-17 06:20:32,827 - mmaction - INFO - Epoch [70][540/2505] lr: 3.750e-04, eta: 16:18:49, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8781, loss_cls: 1.2121, loss: 1.2121, grad_norm: 8.7964 2020-08-17 06:20:48,073 - mmaction - INFO - Epoch [70][560/2505] lr: 3.750e-04, eta: 16:18:34, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8807, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.5163 2020-08-17 06:21:04,009 - mmaction - INFO - Epoch [70][580/2505] lr: 3.750e-04, eta: 16:18:19, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8932, loss_cls: 1.1000, loss: 1.1000, grad_norm: 8.1746 2020-08-17 06:21:18,047 - mmaction - INFO - Epoch [70][600/2505] lr: 3.750e-04, eta: 16:18:03, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8948, loss_cls: 1.1092, loss: 1.1092, grad_norm: 8.2670 2020-08-17 06:21:33,011 - mmaction - INFO - Epoch [70][620/2505] lr: 3.750e-04, eta: 16:17:48, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8932, loss_cls: 1.1347, loss: 1.1347, grad_norm: 8.5670 2020-08-17 06:21:47,688 - mmaction - INFO - Epoch [70][640/2505] lr: 3.750e-04, eta: 16:17:32, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8984, loss_cls: 1.1165, loss: 1.1165, grad_norm: 8.4931 2020-08-17 06:22:02,231 - mmaction - INFO - Epoch [70][660/2505] lr: 3.750e-04, eta: 16:17:17, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.1218, loss: 1.1218, grad_norm: 8.2833 2020-08-17 06:22:17,188 - mmaction - INFO - Epoch [70][680/2505] lr: 3.750e-04, eta: 16:17:02, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8839, loss_cls: 1.1787, loss: 1.1787, grad_norm: 8.4602 2020-08-17 06:22:32,970 - mmaction - INFO - Epoch [70][700/2505] lr: 3.750e-04, eta: 16:16:47, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.2462, loss: 1.2462, grad_norm: 8.7875 2020-08-17 06:22:47,705 - mmaction - INFO - Epoch [70][720/2505] lr: 3.750e-04, eta: 16:16:31, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8781, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.6452 2020-08-17 06:23:02,824 - mmaction - INFO - Epoch [70][740/2505] lr: 3.750e-04, eta: 16:16:16, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2234, loss: 1.2234, grad_norm: 8.4947 2020-08-17 06:23:17,479 - mmaction - INFO - Epoch [70][760/2505] lr: 3.750e-04, eta: 16:16:00, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8870, loss_cls: 1.1459, loss: 1.1459, grad_norm: 8.4521 2020-08-17 06:23:32,160 - mmaction - INFO - Epoch [70][780/2505] lr: 3.750e-04, eta: 16:15:45, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8771, loss_cls: 1.2011, loss: 1.2011, grad_norm: 8.6654 2020-08-17 06:23:47,390 - mmaction - INFO - Epoch [70][800/2505] lr: 3.750e-04, eta: 16:15:30, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2276, loss: 1.2276, grad_norm: 8.6342 2020-08-17 06:24:02,135 - mmaction - INFO - Epoch [70][820/2505] lr: 3.750e-04, eta: 16:15:14, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8901, loss_cls: 1.1168, loss: 1.1168, grad_norm: 8.5012 2020-08-17 06:24:17,794 - mmaction - INFO - Epoch [70][840/2505] lr: 3.750e-04, eta: 16:14:59, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8740, loss_cls: 1.2218, loss: 1.2218, grad_norm: 8.5324 2020-08-17 06:24:32,960 - mmaction - INFO - Epoch [70][860/2505] lr: 3.750e-04, eta: 16:14:44, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8880, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.5756 2020-08-17 06:24:47,493 - mmaction - INFO - Epoch [70][880/2505] lr: 3.750e-04, eta: 16:14:28, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8802, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.3283 2020-08-17 06:25:02,677 - mmaction - INFO - Epoch [70][900/2505] lr: 3.750e-04, eta: 16:14:13, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8828, loss_cls: 1.1553, loss: 1.1553, grad_norm: 8.3692 2020-08-17 06:25:18,417 - mmaction - INFO - Epoch [70][920/2505] lr: 3.750e-04, eta: 16:13:58, time: 0.787, data_time: 0.002, memory: 8343, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0913, loss: 1.0913, grad_norm: 8.5139 2020-08-17 06:25:32,755 - mmaction - INFO - Epoch [70][940/2505] lr: 3.750e-04, eta: 16:13:42, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8859, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.4424 2020-08-17 06:25:47,329 - mmaction - INFO - Epoch [70][960/2505] lr: 3.750e-04, eta: 16:13:27, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8818, loss_cls: 1.1551, loss: 1.1551, grad_norm: 8.6769 2020-08-17 06:26:03,594 - mmaction - INFO - Epoch [70][980/2505] lr: 3.750e-04, eta: 16:13:12, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8729, loss_cls: 1.2092, loss: 1.2092, grad_norm: 8.7127 2020-08-17 06:26:17,424 - mmaction - INFO - Epoch [70][1000/2505] lr: 3.750e-04, eta: 16:12:56, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8854, loss_cls: 1.1568, loss: 1.1568, grad_norm: 8.2787 2020-08-17 06:26:34,346 - mmaction - INFO - Epoch [70][1020/2505] lr: 3.750e-04, eta: 16:12:42, time: 0.842, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8786, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.5591 2020-08-17 06:26:48,119 - mmaction - INFO - Epoch [70][1040/2505] lr: 3.750e-04, eta: 16:12:26, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8760, loss_cls: 1.2172, loss: 1.2172, grad_norm: 8.5866 2020-08-17 06:27:04,552 - mmaction - INFO - Epoch [70][1060/2505] lr: 3.750e-04, eta: 16:12:11, time: 0.820, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8865, loss_cls: 1.1590, loss: 1.1590, grad_norm: 8.4460 2020-08-17 06:27:19,744 - mmaction - INFO - Epoch [70][1080/2505] lr: 3.750e-04, eta: 16:11:56, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8854, loss_cls: 1.1378, loss: 1.1378, grad_norm: 8.4225 2020-08-17 06:27:35,452 - mmaction - INFO - Epoch [70][1100/2505] lr: 3.750e-04, eta: 16:11:41, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1511, loss: 1.1511, grad_norm: 8.5152 2020-08-17 06:27:49,298 - mmaction - INFO - Epoch [70][1120/2505] lr: 3.750e-04, eta: 16:11:25, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8885, loss_cls: 1.1862, loss: 1.1862, grad_norm: 8.7754 2020-08-17 06:28:05,529 - mmaction - INFO - Epoch [70][1140/2505] lr: 3.750e-04, eta: 16:11:10, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8745, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.6070 2020-08-17 06:28:20,884 - mmaction - INFO - Epoch [70][1160/2505] lr: 3.750e-04, eta: 16:10:55, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8839, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.3735 2020-08-17 06:28:35,345 - mmaction - INFO - Epoch [70][1180/2505] lr: 3.750e-04, eta: 16:10:40, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8859, loss_cls: 1.1305, loss: 1.1305, grad_norm: 8.3631 2020-08-17 06:28:50,635 - mmaction - INFO - Epoch [70][1200/2505] lr: 3.750e-04, eta: 16:10:24, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8755, loss_cls: 1.2152, loss: 1.2152, grad_norm: 8.5351 2020-08-17 06:29:05,588 - mmaction - INFO - Epoch [70][1220/2505] lr: 3.750e-04, eta: 16:10:09, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8771, loss_cls: 1.2006, loss: 1.2006, grad_norm: 8.5439 2020-08-17 06:29:21,723 - mmaction - INFO - Epoch [70][1240/2505] lr: 3.750e-04, eta: 16:09:54, time: 0.807, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8927, loss_cls: 1.1142, loss: 1.1142, grad_norm: 8.1691 2020-08-17 06:29:35,817 - mmaction - INFO - Epoch [70][1260/2505] lr: 3.750e-04, eta: 16:09:38, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8740, loss_cls: 1.1960, loss: 1.1960, grad_norm: 8.6982 2020-08-17 06:29:50,286 - mmaction - INFO - Epoch [70][1280/2505] lr: 3.750e-04, eta: 16:09:23, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8896, loss_cls: 1.1709, loss: 1.1709, grad_norm: 8.7528 2020-08-17 06:30:05,246 - mmaction - INFO - Epoch [70][1300/2505] lr: 3.750e-04, eta: 16:09:08, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8875, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.6587 2020-08-17 06:30:19,816 - mmaction - INFO - Epoch [70][1320/2505] lr: 3.750e-04, eta: 16:08:52, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2303, loss: 1.2303, grad_norm: 8.6780 2020-08-17 06:30:36,423 - mmaction - INFO - Epoch [70][1340/2505] lr: 3.750e-04, eta: 16:08:37, time: 0.829, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8766, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.6300 2020-08-17 06:30:50,206 - mmaction - INFO - Epoch [70][1360/2505] lr: 3.750e-04, eta: 16:08:22, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8849, loss_cls: 1.1779, loss: 1.1779, grad_norm: 8.4250 2020-08-17 06:31:06,281 - mmaction - INFO - Epoch [70][1380/2505] lr: 3.750e-04, eta: 16:08:07, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8865, loss_cls: 1.1634, loss: 1.1634, grad_norm: 8.3687 2020-08-17 06:31:20,636 - mmaction - INFO - Epoch [70][1400/2505] lr: 3.750e-04, eta: 16:07:51, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8833, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.7996 2020-08-17 06:31:35,201 - mmaction - INFO - Epoch [70][1420/2505] lr: 3.750e-04, eta: 16:07:36, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8844, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.4542 2020-08-17 06:31:50,283 - mmaction - INFO - Epoch [70][1440/2505] lr: 3.750e-04, eta: 16:07:20, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8797, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.6956 2020-08-17 06:32:06,253 - mmaction - INFO - Epoch [70][1460/2505] lr: 3.750e-04, eta: 16:07:05, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.4233 2020-08-17 06:32:20,459 - mmaction - INFO - Epoch [70][1480/2505] lr: 3.750e-04, eta: 16:06:50, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8818, loss_cls: 1.1797, loss: 1.1797, grad_norm: 8.4310 2020-08-17 06:32:35,493 - mmaction - INFO - Epoch [70][1500/2505] lr: 3.750e-04, eta: 16:06:34, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8719, loss_cls: 1.2073, loss: 1.2073, grad_norm: 8.5435 2020-08-17 06:32:49,930 - mmaction - INFO - Epoch [70][1520/2505] lr: 3.750e-04, eta: 16:06:19, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.5456 2020-08-17 06:33:04,652 - mmaction - INFO - Epoch [70][1540/2505] lr: 3.750e-04, eta: 16:06:03, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8958, loss_cls: 1.1578, loss: 1.1578, grad_norm: 8.4972 2020-08-17 06:33:19,584 - mmaction - INFO - Epoch [70][1560/2505] lr: 3.750e-04, eta: 16:05:48, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9005, loss_cls: 1.0858, loss: 1.0858, grad_norm: 8.2211 2020-08-17 06:33:34,116 - mmaction - INFO - Epoch [70][1580/2505] lr: 3.750e-04, eta: 16:05:32, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8828, loss_cls: 1.0988, loss: 1.0988, grad_norm: 8.3238 2020-08-17 06:33:48,797 - mmaction - INFO - Epoch [70][1600/2505] lr: 3.750e-04, eta: 16:05:17, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8844, loss_cls: 1.1412, loss: 1.1412, grad_norm: 8.2531 2020-08-17 06:34:03,604 - mmaction - INFO - Epoch [70][1620/2505] lr: 3.750e-04, eta: 16:05:02, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8833, loss_cls: 1.1706, loss: 1.1706, grad_norm: 8.5232 2020-08-17 06:34:18,070 - mmaction - INFO - Epoch [70][1640/2505] lr: 3.750e-04, eta: 16:04:46, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8823, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.5087 2020-08-17 06:34:33,885 - mmaction - INFO - Epoch [70][1660/2505] lr: 3.750e-04, eta: 16:04:31, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8724, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.6321 2020-08-17 06:34:49,396 - mmaction - INFO - Epoch [70][1680/2505] lr: 3.750e-04, eta: 16:04:16, time: 0.774, data_time: 0.008, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8839, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.8415 2020-08-17 06:35:03,580 - mmaction - INFO - Epoch [70][1700/2505] lr: 3.750e-04, eta: 16:04:00, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8865, loss_cls: 1.1832, loss: 1.1832, grad_norm: 8.6496 2020-08-17 06:35:17,981 - mmaction - INFO - Epoch [70][1720/2505] lr: 3.750e-04, eta: 16:03:45, time: 0.719, data_time: 0.002, memory: 8343, top1_acc: 0.7193, top5_acc: 0.9021, loss_cls: 1.1024, loss: 1.1024, grad_norm: 8.4119 2020-08-17 06:35:33,232 - mmaction - INFO - Epoch [70][1740/2505] lr: 3.750e-04, eta: 16:03:29, time: 0.764, data_time: 0.003, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8828, loss_cls: 1.1718, loss: 1.1718, grad_norm: 8.3909 2020-08-17 06:35:47,739 - mmaction - INFO - Epoch [70][1760/2505] lr: 3.750e-04, eta: 16:03:14, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8839, loss_cls: 1.1575, loss: 1.1575, grad_norm: 8.4061 2020-08-17 06:36:03,543 - mmaction - INFO - Epoch [70][1780/2505] lr: 3.750e-04, eta: 16:02:59, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8786, loss_cls: 1.1364, loss: 1.1364, grad_norm: 8.4739 2020-08-17 06:36:18,031 - mmaction - INFO - Epoch [70][1800/2505] lr: 3.750e-04, eta: 16:02:43, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8875, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.5162 2020-08-17 06:36:32,572 - mmaction - INFO - Epoch [70][1820/2505] lr: 3.750e-04, eta: 16:02:28, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8687, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.5992 2020-08-17 06:36:47,534 - mmaction - INFO - Epoch [70][1840/2505] lr: 3.750e-04, eta: 16:02:12, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8745, loss_cls: 1.2172, loss: 1.2172, grad_norm: 8.7241 2020-08-17 06:37:02,432 - mmaction - INFO - Epoch [70][1860/2505] lr: 3.750e-04, eta: 16:01:57, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.9047, loss_cls: 1.1025, loss: 1.1025, grad_norm: 8.5361 2020-08-17 06:37:17,421 - mmaction - INFO - Epoch [70][1880/2505] lr: 3.750e-04, eta: 16:01:42, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.4861 2020-08-17 06:37:32,163 - mmaction - INFO - Epoch [70][1900/2505] lr: 3.750e-04, eta: 16:01:26, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8839, loss_cls: 1.2004, loss: 1.2004, grad_norm: 8.8194 2020-08-17 06:37:47,278 - mmaction - INFO - Epoch [70][1920/2505] lr: 3.750e-04, eta: 16:01:11, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8750, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.5000 2020-08-17 06:38:02,328 - mmaction - INFO - Epoch [70][1940/2505] lr: 3.750e-04, eta: 16:00:56, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2377, loss: 1.2377, grad_norm: 8.6467 2020-08-17 06:38:16,841 - mmaction - INFO - Epoch [70][1960/2505] lr: 3.750e-04, eta: 16:00:40, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8677, loss_cls: 1.2446, loss: 1.2446, grad_norm: 8.8707 2020-08-17 06:38:31,649 - mmaction - INFO - Epoch [70][1980/2505] lr: 3.750e-04, eta: 16:00:25, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8823, loss_cls: 1.1877, loss: 1.1877, grad_norm: 8.6288 2020-08-17 06:38:46,980 - mmaction - INFO - Epoch [70][2000/2505] lr: 3.750e-04, eta: 16:00:10, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8682, loss_cls: 1.2319, loss: 1.2319, grad_norm: 8.7039 2020-08-17 06:39:01,612 - mmaction - INFO - Epoch [70][2020/2505] lr: 3.750e-04, eta: 15:59:54, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8849, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.5170 2020-08-17 06:39:16,301 - mmaction - INFO - Epoch [70][2040/2505] lr: 3.750e-04, eta: 15:59:39, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1661, loss: 1.1661, grad_norm: 8.5592 2020-08-17 06:39:30,986 - mmaction - INFO - Epoch [70][2060/2505] lr: 3.750e-04, eta: 15:59:23, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1037, loss: 1.1037, grad_norm: 8.4193 2020-08-17 06:39:46,475 - mmaction - INFO - Epoch [70][2080/2505] lr: 3.750e-04, eta: 15:59:08, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2428, loss: 1.2428, grad_norm: 8.8499 2020-08-17 06:40:02,163 - mmaction - INFO - Epoch [70][2100/2505] lr: 3.750e-04, eta: 15:58:53, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8750, loss_cls: 1.2135, loss: 1.2135, grad_norm: 8.5537 2020-08-17 06:40:16,369 - mmaction - INFO - Epoch [70][2120/2505] lr: 3.750e-04, eta: 15:58:37, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8870, loss_cls: 1.1362, loss: 1.1362, grad_norm: 8.3192 2020-08-17 06:40:31,665 - mmaction - INFO - Epoch [70][2140/2505] lr: 3.750e-04, eta: 15:58:22, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8854, loss_cls: 1.1266, loss: 1.1266, grad_norm: 8.4019 2020-08-17 06:40:45,891 - mmaction - INFO - Epoch [70][2160/2505] lr: 3.750e-04, eta: 15:58:06, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8906, loss_cls: 1.1416, loss: 1.1416, grad_norm: 8.4396 2020-08-17 06:41:00,580 - mmaction - INFO - Epoch [70][2180/2505] lr: 3.750e-04, eta: 15:57:51, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8745, loss_cls: 1.1711, loss: 1.1711, grad_norm: 8.3722 2020-08-17 06:41:15,683 - mmaction - INFO - Epoch [70][2200/2505] lr: 3.750e-04, eta: 15:57:36, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8859, loss_cls: 1.1406, loss: 1.1406, grad_norm: 8.5850 2020-08-17 06:41:30,872 - mmaction - INFO - Epoch [70][2220/2505] lr: 3.750e-04, eta: 15:57:20, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.9287 2020-08-17 06:41:46,882 - mmaction - INFO - Epoch [70][2240/2505] lr: 3.750e-04, eta: 15:57:06, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8875, loss_cls: 1.1437, loss: 1.1437, grad_norm: 8.5620 2020-08-17 06:42:01,312 - mmaction - INFO - Epoch [70][2260/2505] lr: 3.750e-04, eta: 15:56:50, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8828, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.6064 2020-08-17 06:42:15,749 - mmaction - INFO - Epoch [70][2280/2505] lr: 3.750e-04, eta: 15:56:34, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8854, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.4036 2020-08-17 06:42:30,252 - mmaction - INFO - Epoch [70][2300/2505] lr: 3.750e-04, eta: 15:56:19, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8781, loss_cls: 1.1588, loss: 1.1588, grad_norm: 8.3864 2020-08-17 06:42:45,000 - mmaction - INFO - Epoch [70][2320/2505] lr: 3.750e-04, eta: 15:56:03, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8786, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.4769 2020-08-17 06:42:59,522 - mmaction - INFO - Epoch [70][2340/2505] lr: 3.750e-04, eta: 15:55:48, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8828, loss_cls: 1.1820, loss: 1.1820, grad_norm: 8.5090 2020-08-17 06:43:14,180 - mmaction - INFO - Epoch [70][2360/2505] lr: 3.750e-04, eta: 15:55:32, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8833, loss_cls: 1.1172, loss: 1.1172, grad_norm: 8.3896 2020-08-17 06:43:29,647 - mmaction - INFO - Epoch [70][2380/2505] lr: 3.750e-04, eta: 15:55:17, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8839, loss_cls: 1.1760, loss: 1.1760, grad_norm: 8.6301 2020-08-17 06:43:45,957 - mmaction - INFO - Epoch [70][2400/2505] lr: 3.750e-04, eta: 15:55:03, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8891, loss_cls: 1.1536, loss: 1.1536, grad_norm: 8.5705 2020-08-17 06:43:59,754 - mmaction - INFO - Epoch [70][2420/2505] lr: 3.750e-04, eta: 15:54:47, time: 0.690, data_time: 0.002, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8948, loss_cls: 1.1277, loss: 1.1277, grad_norm: 8.5975 2020-08-17 06:44:14,215 - mmaction - INFO - Epoch [70][2440/2505] lr: 3.750e-04, eta: 15:54:31, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.1677, loss: 1.1677, grad_norm: 8.8049 2020-08-17 06:44:29,326 - mmaction - INFO - Epoch [70][2460/2505] lr: 3.750e-04, eta: 15:54:16, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8708, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.8235 2020-08-17 06:44:43,731 - mmaction - INFO - Epoch [70][2480/2505] lr: 3.750e-04, eta: 15:54:00, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8885, loss_cls: 1.1434, loss: 1.1434, grad_norm: 8.6907 2020-08-17 06:44:59,927 - mmaction - INFO - Epoch [70][2500/2505] lr: 3.750e-04, eta: 15:53:45, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8917, loss_cls: 1.1454, loss: 1.1454, grad_norm: 8.8741 2020-08-17 06:45:03,320 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-08-17 06:45:25,524 - mmaction - INFO - Epoch [71][20/2505] lr: 3.750e-04, eta: 15:53:28, time: 1.090, data_time: 0.405, memory: 8343, top1_acc: 0.6870, top5_acc: 0.8703, loss_cls: 1.2343, loss: 1.2343, grad_norm: 8.5554 2020-08-17 06:45:38,544 - mmaction - INFO - Epoch [71][40/2505] lr: 3.750e-04, eta: 15:53:11, time: 0.654, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1950, loss: 1.1950, grad_norm: 8.8120 2020-08-17 06:45:54,154 - mmaction - INFO - Epoch [71][60/2505] lr: 3.750e-04, eta: 15:52:56, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8870, loss_cls: 1.1837, loss: 1.1837, grad_norm: 8.5987 2020-08-17 06:46:08,597 - mmaction - INFO - Epoch [71][80/2505] lr: 3.750e-04, eta: 15:52:41, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8937, loss_cls: 1.1507, loss: 1.1507, grad_norm: 8.6725 2020-08-17 06:46:24,724 - mmaction - INFO - Epoch [71][100/2505] lr: 3.750e-04, eta: 15:52:26, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8927, loss_cls: 1.1445, loss: 1.1445, grad_norm: 8.4904 2020-08-17 06:46:39,241 - mmaction - INFO - Epoch [71][120/2505] lr: 3.750e-04, eta: 15:52:10, time: 0.726, data_time: 0.002, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8901, loss_cls: 1.1161, loss: 1.1161, grad_norm: 8.5498 2020-08-17 06:46:53,902 - mmaction - INFO - Epoch [71][140/2505] lr: 3.750e-04, eta: 15:51:55, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8870, loss_cls: 1.1314, loss: 1.1314, grad_norm: 8.4524 2020-08-17 06:47:08,322 - mmaction - INFO - Epoch [71][160/2505] lr: 3.750e-04, eta: 15:51:39, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8802, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.6171 2020-08-17 06:47:23,853 - mmaction - INFO - Epoch [71][180/2505] lr: 3.750e-04, eta: 15:51:24, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8844, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.3033 2020-08-17 06:47:38,303 - mmaction - INFO - Epoch [71][200/2505] lr: 3.750e-04, eta: 15:51:09, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8943, loss_cls: 1.1165, loss: 1.1165, grad_norm: 8.6787 2020-08-17 06:47:53,439 - mmaction - INFO - Epoch [71][220/2505] lr: 3.750e-04, eta: 15:50:53, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8833, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.4344 2020-08-17 06:48:09,618 - mmaction - INFO - Epoch [71][240/2505] lr: 3.750e-04, eta: 15:50:39, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8880, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.5352 2020-08-17 06:48:23,803 - mmaction - INFO - Epoch [71][260/2505] lr: 3.750e-04, eta: 15:50:23, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8885, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.6041 2020-08-17 06:48:38,345 - mmaction - INFO - Epoch [71][280/2505] lr: 3.750e-04, eta: 15:50:07, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8901, loss_cls: 1.0956, loss: 1.0956, grad_norm: 8.1867 2020-08-17 06:48:53,916 - mmaction - INFO - Epoch [71][300/2505] lr: 3.750e-04, eta: 15:49:52, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1546, loss: 1.1546, grad_norm: 8.4704 2020-08-17 06:49:09,437 - mmaction - INFO - Epoch [71][320/2505] lr: 3.750e-04, eta: 15:49:37, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8859, loss_cls: 1.1224, loss: 1.1224, grad_norm: 8.2951 2020-08-17 06:49:23,769 - mmaction - INFO - Epoch [71][340/2505] lr: 3.750e-04, eta: 15:49:22, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8911, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.4593 2020-08-17 06:49:38,914 - mmaction - INFO - Epoch [71][360/2505] lr: 3.750e-04, eta: 15:49:06, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8802, loss_cls: 1.2080, loss: 1.2080, grad_norm: 8.5892 2020-08-17 06:49:53,471 - mmaction - INFO - Epoch [71][380/2505] lr: 3.750e-04, eta: 15:48:51, time: 0.728, data_time: 0.003, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1525, loss: 1.1525, grad_norm: 8.4449 2020-08-17 06:50:08,858 - mmaction - INFO - Epoch [71][400/2505] lr: 3.750e-04, eta: 15:48:36, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8807, loss_cls: 1.1949, loss: 1.1949, grad_norm: 8.7118 2020-08-17 06:50:23,170 - mmaction - INFO - Epoch [71][420/2505] lr: 3.750e-04, eta: 15:48:20, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8849, loss_cls: 1.1298, loss: 1.1298, grad_norm: 8.5517 2020-08-17 06:50:39,497 - mmaction - INFO - Epoch [71][440/2505] lr: 3.750e-04, eta: 15:48:05, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8870, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.4575 2020-08-17 06:50:54,061 - mmaction - INFO - Epoch [71][460/2505] lr: 3.750e-04, eta: 15:47:50, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8823, loss_cls: 1.1411, loss: 1.1411, grad_norm: 8.2537 2020-08-17 06:51:08,724 - mmaction - INFO - Epoch [71][480/2505] lr: 3.750e-04, eta: 15:47:34, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1678, loss: 1.1678, grad_norm: 8.7045 2020-08-17 06:51:23,388 - mmaction - INFO - Epoch [71][500/2505] lr: 3.750e-04, eta: 15:47:19, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8828, loss_cls: 1.1966, loss: 1.1966, grad_norm: 8.6949 2020-08-17 06:51:38,710 - mmaction - INFO - Epoch [71][520/2505] lr: 3.750e-04, eta: 15:47:04, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8865, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.5720 2020-08-17 06:51:53,249 - mmaction - INFO - Epoch [71][540/2505] lr: 3.750e-04, eta: 15:46:48, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.6184 2020-08-17 06:52:09,588 - mmaction - INFO - Epoch [71][560/2505] lr: 3.750e-04, eta: 15:46:33, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8901, loss_cls: 1.1340, loss: 1.1340, grad_norm: 8.4977 2020-08-17 06:52:24,679 - mmaction - INFO - Epoch [71][580/2505] lr: 3.750e-04, eta: 15:46:18, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8833, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.1830 2020-08-17 06:52:39,374 - mmaction - INFO - Epoch [71][600/2505] lr: 3.750e-04, eta: 15:46:03, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8885, loss_cls: 1.0851, loss: 1.0851, grad_norm: 8.2049 2020-08-17 06:52:53,935 - mmaction - INFO - Epoch [71][620/2505] lr: 3.750e-04, eta: 15:45:47, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8807, loss_cls: 1.1852, loss: 1.1852, grad_norm: 8.4616 2020-08-17 06:53:08,504 - mmaction - INFO - Epoch [71][640/2505] lr: 3.750e-04, eta: 15:45:32, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8854, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.6496 2020-08-17 06:53:25,189 - mmaction - INFO - Epoch [71][660/2505] lr: 3.750e-04, eta: 15:45:17, time: 0.832, data_time: 0.003, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8896, loss_cls: 1.1763, loss: 1.1763, grad_norm: 8.5589 2020-08-17 06:53:39,492 - mmaction - INFO - Epoch [71][680/2505] lr: 3.750e-04, eta: 15:45:01, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8917, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.7893 2020-08-17 06:53:54,262 - mmaction - INFO - Epoch [71][700/2505] lr: 3.750e-04, eta: 15:44:46, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8802, loss_cls: 1.1856, loss: 1.1856, grad_norm: 8.5988 2020-08-17 06:54:08,581 - mmaction - INFO - Epoch [71][720/2505] lr: 3.750e-04, eta: 15:44:30, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8818, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.6602 2020-08-17 06:54:23,431 - mmaction - INFO - Epoch [71][740/2505] lr: 3.750e-04, eta: 15:44:15, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8797, loss_cls: 1.2272, loss: 1.2272, grad_norm: 8.8535 2020-08-17 06:54:38,305 - mmaction - INFO - Epoch [71][760/2505] lr: 3.750e-04, eta: 15:44:00, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8833, loss_cls: 1.1378, loss: 1.1378, grad_norm: 8.4905 2020-08-17 06:54:53,020 - mmaction - INFO - Epoch [71][780/2505] lr: 3.750e-04, eta: 15:43:44, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8927, loss_cls: 1.1530, loss: 1.1530, grad_norm: 8.5246 2020-08-17 06:55:07,489 - mmaction - INFO - Epoch [71][800/2505] lr: 3.750e-04, eta: 15:43:29, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8698, loss_cls: 1.1978, loss: 1.1978, grad_norm: 8.6055 2020-08-17 06:55:22,084 - mmaction - INFO - Epoch [71][820/2505] lr: 3.750e-04, eta: 15:43:13, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8911, loss_cls: 1.0976, loss: 1.0976, grad_norm: 8.2802 2020-08-17 06:55:36,661 - mmaction - INFO - Epoch [71][840/2505] lr: 3.750e-04, eta: 15:42:58, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8865, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.5803 2020-08-17 06:55:51,550 - mmaction - INFO - Epoch [71][860/2505] lr: 3.750e-04, eta: 15:42:42, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2369, loss: 1.2369, grad_norm: 9.0530 2020-08-17 06:56:06,809 - mmaction - INFO - Epoch [71][880/2505] lr: 3.750e-04, eta: 15:42:27, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8792, loss_cls: 1.2169, loss: 1.2169, grad_norm: 8.6812 2020-08-17 06:56:21,321 - mmaction - INFO - Epoch [71][900/2505] lr: 3.750e-04, eta: 15:42:12, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8792, loss_cls: 1.2261, loss: 1.2261, grad_norm: 8.9681 2020-08-17 06:56:36,052 - mmaction - INFO - Epoch [71][920/2505] lr: 3.750e-04, eta: 15:41:56, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2024, loss: 1.2024, grad_norm: 8.9520 2020-08-17 06:56:50,597 - mmaction - INFO - Epoch [71][940/2505] lr: 3.750e-04, eta: 15:41:41, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8932, loss_cls: 1.1116, loss: 1.1116, grad_norm: 8.3636 2020-08-17 06:57:05,992 - mmaction - INFO - Epoch [71][960/2505] lr: 3.750e-04, eta: 15:41:25, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8740, loss_cls: 1.2390, loss: 1.2390, grad_norm: 8.5259 2020-08-17 06:57:20,364 - mmaction - INFO - Epoch [71][980/2505] lr: 3.750e-04, eta: 15:41:10, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8891, loss_cls: 1.1696, loss: 1.1696, grad_norm: 8.4015 2020-08-17 06:57:35,945 - mmaction - INFO - Epoch [71][1000/2505] lr: 3.750e-04, eta: 15:40:55, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.5678 2020-08-17 06:57:51,061 - mmaction - INFO - Epoch [71][1020/2505] lr: 3.750e-04, eta: 15:40:39, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8906, loss_cls: 1.1556, loss: 1.1556, grad_norm: 8.4917 2020-08-17 06:58:05,754 - mmaction - INFO - Epoch [71][1040/2505] lr: 3.750e-04, eta: 15:40:24, time: 0.736, data_time: 0.003, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8724, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.6948 2020-08-17 06:58:20,262 - mmaction - INFO - Epoch [71][1060/2505] lr: 3.750e-04, eta: 15:40:08, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.1899, loss: 1.1899, grad_norm: 8.5601 2020-08-17 06:58:34,907 - mmaction - INFO - Epoch [71][1080/2505] lr: 3.750e-04, eta: 15:39:53, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8771, loss_cls: 1.1728, loss: 1.1728, grad_norm: 8.4319 2020-08-17 06:58:50,378 - mmaction - INFO - Epoch [71][1100/2505] lr: 3.750e-04, eta: 15:39:38, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8927, loss_cls: 1.1441, loss: 1.1441, grad_norm: 8.6098 2020-08-17 06:59:06,420 - mmaction - INFO - Epoch [71][1120/2505] lr: 3.750e-04, eta: 15:39:23, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8703, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.7222 2020-08-17 06:59:21,421 - mmaction - INFO - Epoch [71][1140/2505] lr: 3.750e-04, eta: 15:39:08, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8885, loss_cls: 1.1833, loss: 1.1833, grad_norm: 8.6288 2020-08-17 06:59:35,643 - mmaction - INFO - Epoch [71][1160/2505] lr: 3.750e-04, eta: 15:38:52, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.5665 2020-08-17 06:59:50,860 - mmaction - INFO - Epoch [71][1180/2505] lr: 3.750e-04, eta: 15:38:37, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8729, loss_cls: 1.2167, loss: 1.2167, grad_norm: 8.5908 2020-08-17 07:00:06,295 - mmaction - INFO - Epoch [71][1200/2505] lr: 3.750e-04, eta: 15:38:22, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8922, loss_cls: 1.1331, loss: 1.1331, grad_norm: 8.4650 2020-08-17 07:00:20,602 - mmaction - INFO - Epoch [71][1220/2505] lr: 3.750e-04, eta: 15:38:06, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8885, loss_cls: 1.1508, loss: 1.1508, grad_norm: 8.4862 2020-08-17 07:00:35,059 - mmaction - INFO - Epoch [71][1240/2505] lr: 3.750e-04, eta: 15:37:51, time: 0.721, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.1000, loss: 1.1000, grad_norm: 8.4733 2020-08-17 07:00:50,514 - mmaction - INFO - Epoch [71][1260/2505] lr: 3.750e-04, eta: 15:37:35, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8703, loss_cls: 1.2185, loss: 1.2185, grad_norm: 8.5789 2020-08-17 07:01:06,376 - mmaction - INFO - Epoch [71][1280/2505] lr: 3.750e-04, eta: 15:37:20, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.5284 2020-08-17 07:01:21,193 - mmaction - INFO - Epoch [71][1300/2505] lr: 3.750e-04, eta: 15:37:05, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8854, loss_cls: 1.1664, loss: 1.1664, grad_norm: 8.4494 2020-08-17 07:01:35,314 - mmaction - INFO - Epoch [71][1320/2505] lr: 3.750e-04, eta: 15:36:49, time: 0.704, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8917, loss_cls: 1.1479, loss: 1.1479, grad_norm: 8.3236 2020-08-17 07:01:50,291 - mmaction - INFO - Epoch [71][1340/2505] lr: 3.750e-04, eta: 15:36:34, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8896, loss_cls: 1.1031, loss: 1.1031, grad_norm: 8.5828 2020-08-17 07:02:04,601 - mmaction - INFO - Epoch [71][1360/2505] lr: 3.750e-04, eta: 15:36:18, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8833, loss_cls: 1.1581, loss: 1.1581, grad_norm: 8.1071 2020-08-17 07:02:21,267 - mmaction - INFO - Epoch [71][1380/2505] lr: 3.750e-04, eta: 15:36:04, time: 0.835, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8849, loss_cls: 1.1585, loss: 1.1585, grad_norm: 8.6841 2020-08-17 07:02:35,021 - mmaction - INFO - Epoch [71][1400/2505] lr: 3.750e-04, eta: 15:35:48, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8911, loss_cls: 1.1100, loss: 1.1100, grad_norm: 8.2768 2020-08-17 07:02:51,076 - mmaction - INFO - Epoch [71][1420/2505] lr: 3.750e-04, eta: 15:35:33, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.5652 2020-08-17 07:03:04,859 - mmaction - INFO - Epoch [71][1440/2505] lr: 3.750e-04, eta: 15:35:17, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8745, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.4969 2020-08-17 07:03:20,151 - mmaction - INFO - Epoch [71][1460/2505] lr: 3.750e-04, eta: 15:35:02, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1610, loss: 1.1610, grad_norm: 8.3594 2020-08-17 07:03:34,573 - mmaction - INFO - Epoch [71][1480/2505] lr: 3.750e-04, eta: 15:34:46, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8922, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.4926 2020-08-17 07:03:49,487 - mmaction - INFO - Epoch [71][1500/2505] lr: 3.750e-04, eta: 15:34:31, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.6260 2020-08-17 07:04:03,985 - mmaction - INFO - Epoch [71][1520/2505] lr: 3.750e-04, eta: 15:34:16, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8859, loss_cls: 1.1658, loss: 1.1658, grad_norm: 8.6606 2020-08-17 07:04:18,828 - mmaction - INFO - Epoch [71][1540/2505] lr: 3.750e-04, eta: 15:34:00, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8854, loss_cls: 1.1886, loss: 1.1886, grad_norm: 8.7895 2020-08-17 07:04:33,566 - mmaction - INFO - Epoch [71][1560/2505] lr: 3.750e-04, eta: 15:33:45, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8776, loss_cls: 1.2234, loss: 1.2234, grad_norm: 8.6061 2020-08-17 07:04:48,578 - mmaction - INFO - Epoch [71][1580/2505] lr: 3.750e-04, eta: 15:33:29, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8859, loss_cls: 1.1797, loss: 1.1797, grad_norm: 8.6209 2020-08-17 07:05:03,578 - mmaction - INFO - Epoch [71][1600/2505] lr: 3.750e-04, eta: 15:33:14, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8839, loss_cls: 1.1861, loss: 1.1861, grad_norm: 8.6422 2020-08-17 07:05:19,135 - mmaction - INFO - Epoch [71][1620/2505] lr: 3.750e-04, eta: 15:32:59, time: 0.778, data_time: 0.002, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8828, loss_cls: 1.1779, loss: 1.1779, grad_norm: 8.6640 2020-08-17 07:05:33,409 - mmaction - INFO - Epoch [71][1640/2505] lr: 3.750e-04, eta: 15:32:43, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8901, loss_cls: 1.1456, loss: 1.1456, grad_norm: 8.5993 2020-08-17 07:05:48,118 - mmaction - INFO - Epoch [71][1660/2505] lr: 3.750e-04, eta: 15:32:28, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8859, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.6383 2020-08-17 07:06:03,587 - mmaction - INFO - Epoch [71][1680/2505] lr: 3.750e-04, eta: 15:32:13, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8964, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.5175 2020-08-17 07:06:18,525 - mmaction - INFO - Epoch [71][1700/2505] lr: 3.750e-04, eta: 15:31:57, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8760, loss_cls: 1.1753, loss: 1.1753, grad_norm: 8.4500 2020-08-17 07:06:33,322 - mmaction - INFO - Epoch [71][1720/2505] lr: 3.750e-04, eta: 15:31:42, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2053, loss: 1.2053, grad_norm: 8.6140 2020-08-17 07:06:47,637 - mmaction - INFO - Epoch [71][1740/2505] lr: 3.750e-04, eta: 15:31:26, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.5119 2020-08-17 07:07:02,272 - mmaction - INFO - Epoch [71][1760/2505] lr: 3.750e-04, eta: 15:31:11, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8734, loss_cls: 1.2271, loss: 1.2271, grad_norm: 8.6166 2020-08-17 07:07:16,994 - mmaction - INFO - Epoch [71][1780/2505] lr: 3.750e-04, eta: 15:30:56, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8917, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.2732 2020-08-17 07:07:31,790 - mmaction - INFO - Epoch [71][1800/2505] lr: 3.750e-04, eta: 15:30:40, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8823, loss_cls: 1.1815, loss: 1.1815, grad_norm: 8.8739 2020-08-17 07:07:47,376 - mmaction - INFO - Epoch [71][1820/2505] lr: 3.750e-04, eta: 15:30:25, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.1534, loss: 1.1534, grad_norm: 8.3994 2020-08-17 07:08:02,619 - mmaction - INFO - Epoch [71][1840/2505] lr: 3.750e-04, eta: 15:30:10, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8812, loss_cls: 1.1901, loss: 1.1901, grad_norm: 8.8079 2020-08-17 07:08:18,183 - mmaction - INFO - Epoch [71][1860/2505] lr: 3.750e-04, eta: 15:29:55, time: 0.779, data_time: 0.002, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8807, loss_cls: 1.1973, loss: 1.1973, grad_norm: 8.8357 2020-08-17 07:08:31,911 - mmaction - INFO - Epoch [71][1880/2505] lr: 3.750e-04, eta: 15:29:39, time: 0.684, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1488, loss: 1.1488, grad_norm: 8.4190 2020-08-17 07:08:47,379 - mmaction - INFO - Epoch [71][1900/2505] lr: 3.750e-04, eta: 15:29:24, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8661, loss_cls: 1.2762, loss: 1.2762, grad_norm: 8.8419 2020-08-17 07:09:01,727 - mmaction - INFO - Epoch [71][1920/2505] lr: 3.750e-04, eta: 15:29:08, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.5842 2020-08-17 07:09:16,978 - mmaction - INFO - Epoch [71][1940/2505] lr: 3.750e-04, eta: 15:28:53, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8896, loss_cls: 1.1611, loss: 1.1611, grad_norm: 8.7322 2020-08-17 07:09:31,571 - mmaction - INFO - Epoch [71][1960/2505] lr: 3.750e-04, eta: 15:28:38, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8792, loss_cls: 1.2008, loss: 1.2008, grad_norm: 8.6776 2020-08-17 07:09:46,099 - mmaction - INFO - Epoch [71][1980/2505] lr: 3.750e-04, eta: 15:28:22, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8823, loss_cls: 1.2265, loss: 1.2265, grad_norm: 8.8604 2020-08-17 07:10:01,297 - mmaction - INFO - Epoch [71][2000/2505] lr: 3.750e-04, eta: 15:28:07, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8693, loss_cls: 1.1887, loss: 1.1887, grad_norm: 8.5410 2020-08-17 07:10:17,954 - mmaction - INFO - Epoch [71][2020/2505] lr: 3.750e-04, eta: 15:27:52, time: 0.835, data_time: 0.008, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8802, loss_cls: 1.1823, loss: 1.1823, grad_norm: 8.6780 2020-08-17 07:10:31,830 - mmaction - INFO - Epoch [71][2040/2505] lr: 3.750e-04, eta: 15:27:36, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.9757 2020-08-17 07:10:48,082 - mmaction - INFO - Epoch [71][2060/2505] lr: 3.750e-04, eta: 15:27:22, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8932, loss_cls: 1.1035, loss: 1.1035, grad_norm: 8.3649 2020-08-17 07:11:01,495 - mmaction - INFO - Epoch [71][2080/2505] lr: 3.750e-04, eta: 15:27:06, time: 0.669, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8797, loss_cls: 1.1960, loss: 1.1960, grad_norm: 8.4495 2020-08-17 07:11:16,328 - mmaction - INFO - Epoch [71][2100/2505] lr: 3.750e-04, eta: 15:26:50, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8958, loss_cls: 1.1181, loss: 1.1181, grad_norm: 8.2912 2020-08-17 07:11:31,268 - mmaction - INFO - Epoch [71][2120/2505] lr: 3.750e-04, eta: 15:26:35, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8927, loss_cls: 1.0939, loss: 1.0939, grad_norm: 8.3118 2020-08-17 07:11:46,713 - mmaction - INFO - Epoch [71][2140/2505] lr: 3.750e-04, eta: 15:26:20, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9010, loss_cls: 1.0715, loss: 1.0715, grad_norm: 8.3243 2020-08-17 07:12:00,860 - mmaction - INFO - Epoch [71][2160/2505] lr: 3.750e-04, eta: 15:26:04, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8828, loss_cls: 1.1269, loss: 1.1269, grad_norm: 8.2105 2020-08-17 07:12:15,503 - mmaction - INFO - Epoch [71][2180/2505] lr: 3.750e-04, eta: 15:25:49, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8781, loss_cls: 1.1886, loss: 1.1886, grad_norm: 8.5798 2020-08-17 07:12:31,039 - mmaction - INFO - Epoch [71][2200/2505] lr: 3.750e-04, eta: 15:25:33, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8901, loss_cls: 1.1368, loss: 1.1368, grad_norm: 8.3966 2020-08-17 07:12:46,113 - mmaction - INFO - Epoch [71][2220/2505] lr: 3.750e-04, eta: 15:25:18, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8755, loss_cls: 1.1888, loss: 1.1888, grad_norm: 8.4886 2020-08-17 07:13:01,322 - mmaction - INFO - Epoch [71][2240/2505] lr: 3.750e-04, eta: 15:25:03, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8833, loss_cls: 1.1897, loss: 1.1897, grad_norm: 8.5754 2020-08-17 07:13:16,255 - mmaction - INFO - Epoch [71][2260/2505] lr: 3.750e-04, eta: 15:24:48, time: 0.747, data_time: 0.003, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8740, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.5981 2020-08-17 07:13:30,710 - mmaction - INFO - Epoch [71][2280/2505] lr: 3.750e-04, eta: 15:24:32, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8901, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.4129 2020-08-17 07:13:45,804 - mmaction - INFO - Epoch [71][2300/2505] lr: 3.750e-04, eta: 15:24:17, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8896, loss_cls: 1.1231, loss: 1.1231, grad_norm: 8.4423 2020-08-17 07:14:00,092 - mmaction - INFO - Epoch [71][2320/2505] lr: 3.750e-04, eta: 15:24:01, time: 0.715, data_time: 0.002, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8901, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.5458 2020-08-17 07:14:15,826 - mmaction - INFO - Epoch [71][2340/2505] lr: 3.750e-04, eta: 15:23:46, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8724, loss_cls: 1.2149, loss: 1.2149, grad_norm: 8.6026 2020-08-17 07:14:30,692 - mmaction - INFO - Epoch [71][2360/2505] lr: 3.750e-04, eta: 15:23:31, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1521, loss: 1.1521, grad_norm: 8.4905 2020-08-17 07:14:44,983 - mmaction - INFO - Epoch [71][2380/2505] lr: 3.750e-04, eta: 15:23:15, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.1805, loss: 1.1805, grad_norm: 8.5027 2020-08-17 07:14:59,623 - mmaction - INFO - Epoch [71][2400/2505] lr: 3.750e-04, eta: 15:23:00, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.2365, loss: 1.2365, grad_norm: 9.0958 2020-08-17 07:15:14,298 - mmaction - INFO - Epoch [71][2420/2505] lr: 3.750e-04, eta: 15:22:44, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8823, loss_cls: 1.2053, loss: 1.2053, grad_norm: 8.4791 2020-08-17 07:15:29,364 - mmaction - INFO - Epoch [71][2440/2505] lr: 3.750e-04, eta: 15:22:29, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.3470 2020-08-17 07:15:43,759 - mmaction - INFO - Epoch [71][2460/2505] lr: 3.750e-04, eta: 15:22:13, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8927, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.3898 2020-08-17 07:15:58,324 - mmaction - INFO - Epoch [71][2480/2505] lr: 3.750e-04, eta: 15:21:58, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8906, loss_cls: 1.1353, loss: 1.1353, grad_norm: 8.6115 2020-08-17 07:16:13,256 - mmaction - INFO - Epoch [71][2500/2505] lr: 3.750e-04, eta: 15:21:43, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.6425 2020-08-17 07:16:17,343 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-08-17 07:16:40,875 - mmaction - INFO - Epoch [72][20/2505] lr: 3.750e-04, eta: 15:21:25, time: 1.149, data_time: 0.535, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8818, loss_cls: 1.1615, loss: 1.1615, grad_norm: 8.2127 2020-08-17 07:16:53,676 - mmaction - INFO - Epoch [72][40/2505] lr: 3.750e-04, eta: 15:21:09, time: 0.640, data_time: 0.002, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8917, loss_cls: 1.1388, loss: 1.1388, grad_norm: 8.3522 2020-08-17 07:17:09,040 - mmaction - INFO - Epoch [72][60/2505] lr: 3.750e-04, eta: 15:20:54, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8896, loss_cls: 1.1360, loss: 1.1360, grad_norm: 8.4088 2020-08-17 07:17:23,911 - mmaction - INFO - Epoch [72][80/2505] lr: 3.750e-04, eta: 15:20:38, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8776, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.5153 2020-08-17 07:17:39,760 - mmaction - INFO - Epoch [72][100/2505] lr: 3.750e-04, eta: 15:20:23, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8937, loss_cls: 1.0943, loss: 1.0943, grad_norm: 8.3558 2020-08-17 07:17:54,303 - mmaction - INFO - Epoch [72][120/2505] lr: 3.750e-04, eta: 15:20:08, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8911, loss_cls: 1.0978, loss: 1.0978, grad_norm: 8.2098 2020-08-17 07:18:08,924 - mmaction - INFO - Epoch [72][140/2505] lr: 3.750e-04, eta: 15:19:52, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.0844 2020-08-17 07:18:23,229 - mmaction - INFO - Epoch [72][160/2505] lr: 3.750e-04, eta: 15:19:37, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8870, loss_cls: 1.1279, loss: 1.1279, grad_norm: 8.3376 2020-08-17 07:18:38,610 - mmaction - INFO - Epoch [72][180/2505] lr: 3.750e-04, eta: 15:19:22, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8870, loss_cls: 1.1289, loss: 1.1289, grad_norm: 8.4216 2020-08-17 07:18:53,154 - mmaction - INFO - Epoch [72][200/2505] lr: 3.750e-04, eta: 15:19:06, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8755, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.6455 2020-08-17 07:19:08,149 - mmaction - INFO - Epoch [72][220/2505] lr: 3.750e-04, eta: 15:18:51, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8870, loss_cls: 1.1521, loss: 1.1521, grad_norm: 8.3708 2020-08-17 07:19:22,381 - mmaction - INFO - Epoch [72][240/2505] lr: 3.750e-04, eta: 15:18:35, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8745, loss_cls: 1.1802, loss: 1.1802, grad_norm: 8.5491 2020-08-17 07:19:37,844 - mmaction - INFO - Epoch [72][260/2505] lr: 3.750e-04, eta: 15:18:20, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8724, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.7390 2020-08-17 07:19:52,872 - mmaction - INFO - Epoch [72][280/2505] lr: 3.750e-04, eta: 15:18:05, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8776, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.7852 2020-08-17 07:20:07,159 - mmaction - INFO - Epoch [72][300/2505] lr: 3.750e-04, eta: 15:17:49, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8802, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.4671 2020-08-17 07:20:22,378 - mmaction - INFO - Epoch [72][320/2505] lr: 3.750e-04, eta: 15:17:34, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8724, loss_cls: 1.1816, loss: 1.1816, grad_norm: 8.6142 2020-08-17 07:20:36,859 - mmaction - INFO - Epoch [72][340/2505] lr: 3.750e-04, eta: 15:17:18, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8849, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.5634 2020-08-17 07:20:51,558 - mmaction - INFO - Epoch [72][360/2505] lr: 3.750e-04, eta: 15:17:03, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8760, loss_cls: 1.1762, loss: 1.1762, grad_norm: 8.5576 2020-08-17 07:21:06,954 - mmaction - INFO - Epoch [72][380/2505] lr: 3.750e-04, eta: 15:16:48, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8880, loss_cls: 1.0897, loss: 1.0897, grad_norm: 8.2094 2020-08-17 07:21:22,167 - mmaction - INFO - Epoch [72][400/2505] lr: 3.750e-04, eta: 15:16:33, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8781, loss_cls: 1.1597, loss: 1.1597, grad_norm: 8.5435 2020-08-17 07:21:36,751 - mmaction - INFO - Epoch [72][420/2505] lr: 3.750e-04, eta: 15:16:17, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8849, loss_cls: 1.1614, loss: 1.1614, grad_norm: 8.4185 2020-08-17 07:21:51,439 - mmaction - INFO - Epoch [72][440/2505] lr: 3.750e-04, eta: 15:16:02, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8917, loss_cls: 1.1356, loss: 1.1356, grad_norm: 8.4885 2020-08-17 07:22:06,128 - mmaction - INFO - Epoch [72][460/2505] lr: 3.750e-04, eta: 15:15:46, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8771, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.9525 2020-08-17 07:22:20,674 - mmaction - INFO - Epoch [72][480/2505] lr: 3.750e-04, eta: 15:15:31, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8911, loss_cls: 1.0999, loss: 1.0999, grad_norm: 8.2490 2020-08-17 07:22:36,342 - mmaction - INFO - Epoch [72][500/2505] lr: 3.750e-04, eta: 15:15:16, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8734, loss_cls: 1.2139, loss: 1.2139, grad_norm: 8.5577 2020-08-17 07:22:50,788 - mmaction - INFO - Epoch [72][520/2505] lr: 3.750e-04, eta: 15:15:00, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8812, loss_cls: 1.1193, loss: 1.1193, grad_norm: 8.4327 2020-08-17 07:23:05,418 - mmaction - INFO - Epoch [72][540/2505] lr: 3.750e-04, eta: 15:14:45, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8828, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.6656 2020-08-17 07:23:20,770 - mmaction - INFO - Epoch [72][560/2505] lr: 3.750e-04, eta: 15:14:30, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8786, loss_cls: 1.2254, loss: 1.2254, grad_norm: 8.8132 2020-08-17 07:23:35,784 - mmaction - INFO - Epoch [72][580/2505] lr: 3.750e-04, eta: 15:14:14, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1173, loss: 1.1173, grad_norm: 8.4927 2020-08-17 07:23:50,661 - mmaction - INFO - Epoch [72][600/2505] lr: 3.750e-04, eta: 15:13:59, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8797, loss_cls: 1.1726, loss: 1.1726, grad_norm: 8.4581 2020-08-17 07:24:06,151 - mmaction - INFO - Epoch [72][620/2505] lr: 3.750e-04, eta: 15:13:44, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8844, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.3466 2020-08-17 07:24:20,356 - mmaction - INFO - Epoch [72][640/2505] lr: 3.750e-04, eta: 15:13:28, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8958, loss_cls: 1.1011, loss: 1.1011, grad_norm: 8.2737 2020-08-17 07:24:34,923 - mmaction - INFO - Epoch [72][660/2505] lr: 3.750e-04, eta: 15:13:13, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8714, loss_cls: 1.2129, loss: 1.2129, grad_norm: 8.4493 2020-08-17 07:24:49,836 - mmaction - INFO - Epoch [72][680/2505] lr: 3.750e-04, eta: 15:12:57, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.4070 2020-08-17 07:25:04,460 - mmaction - INFO - Epoch [72][700/2505] lr: 3.750e-04, eta: 15:12:42, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8917, loss_cls: 1.0864, loss: 1.0864, grad_norm: 8.3336 2020-08-17 07:25:19,146 - mmaction - INFO - Epoch [72][720/2505] lr: 3.750e-04, eta: 15:12:26, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8964, loss_cls: 1.1034, loss: 1.1034, grad_norm: 8.3715 2020-08-17 07:25:34,195 - mmaction - INFO - Epoch [72][740/2505] lr: 3.750e-04, eta: 15:12:11, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8922, loss_cls: 1.1241, loss: 1.1241, grad_norm: 8.4417 2020-08-17 07:25:48,604 - mmaction - INFO - Epoch [72][760/2505] lr: 3.750e-04, eta: 15:11:56, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8740, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.7081 2020-08-17 07:26:04,645 - mmaction - INFO - Epoch [72][780/2505] lr: 3.750e-04, eta: 15:11:41, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.2073, loss: 1.2073, grad_norm: 8.7777 2020-08-17 07:26:18,769 - mmaction - INFO - Epoch [72][800/2505] lr: 3.750e-04, eta: 15:11:25, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1234, loss: 1.1234, grad_norm: 8.4963 2020-08-17 07:26:33,385 - mmaction - INFO - Epoch [72][820/2505] lr: 3.750e-04, eta: 15:11:10, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8833, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.2123 2020-08-17 07:26:48,612 - mmaction - INFO - Epoch [72][840/2505] lr: 3.750e-04, eta: 15:10:54, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8906, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.4986 2020-08-17 07:27:03,921 - mmaction - INFO - Epoch [72][860/2505] lr: 3.750e-04, eta: 15:10:39, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8734, loss_cls: 1.2107, loss: 1.2107, grad_norm: 8.7900 2020-08-17 07:27:17,985 - mmaction - INFO - Epoch [72][880/2505] lr: 3.750e-04, eta: 15:10:23, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8948, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.6446 2020-08-17 07:27:33,127 - mmaction - INFO - Epoch [72][900/2505] lr: 3.750e-04, eta: 15:10:08, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8615, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.5687 2020-08-17 07:27:47,544 - mmaction - INFO - Epoch [72][920/2505] lr: 3.750e-04, eta: 15:09:53, time: 0.721, data_time: 0.002, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8687, loss_cls: 1.2113, loss: 1.2113, grad_norm: 8.4128 2020-08-17 07:28:02,568 - mmaction - INFO - Epoch [72][940/2505] lr: 3.750e-04, eta: 15:09:37, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8792, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.8409 2020-08-17 07:28:16,927 - mmaction - INFO - Epoch [72][960/2505] lr: 3.750e-04, eta: 15:09:22, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8802, loss_cls: 1.1257, loss: 1.1257, grad_norm: 8.4455 2020-08-17 07:28:32,119 - mmaction - INFO - Epoch [72][980/2505] lr: 3.750e-04, eta: 15:09:07, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8729, loss_cls: 1.2261, loss: 1.2261, grad_norm: 8.6073 2020-08-17 07:28:47,933 - mmaction - INFO - Epoch [72][1000/2505] lr: 3.750e-04, eta: 15:08:52, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8802, loss_cls: 1.1816, loss: 1.1816, grad_norm: 8.5095 2020-08-17 07:29:02,585 - mmaction - INFO - Epoch [72][1020/2505] lr: 3.750e-04, eta: 15:08:36, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.9026, loss_cls: 1.0737, loss: 1.0737, grad_norm: 8.3401 2020-08-17 07:29:17,582 - mmaction - INFO - Epoch [72][1040/2505] lr: 3.750e-04, eta: 15:08:21, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8854, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.3666 2020-08-17 07:29:32,553 - mmaction - INFO - Epoch [72][1060/2505] lr: 3.750e-04, eta: 15:08:05, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8797, loss_cls: 1.2029, loss: 1.2029, grad_norm: 8.9076 2020-08-17 07:29:47,424 - mmaction - INFO - Epoch [72][1080/2505] lr: 3.750e-04, eta: 15:07:50, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8849, loss_cls: 1.1599, loss: 1.1599, grad_norm: 8.4839 2020-08-17 07:30:02,041 - mmaction - INFO - Epoch [72][1100/2505] lr: 3.750e-04, eta: 15:07:35, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8839, loss_cls: 1.1761, loss: 1.1761, grad_norm: 8.5303 2020-08-17 07:30:16,631 - mmaction - INFO - Epoch [72][1120/2505] lr: 3.750e-04, eta: 15:07:19, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8760, loss_cls: 1.1897, loss: 1.1897, grad_norm: 8.6794 2020-08-17 07:30:31,632 - mmaction - INFO - Epoch [72][1140/2505] lr: 3.750e-04, eta: 15:07:04, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.9036, loss_cls: 1.0742, loss: 1.0742, grad_norm: 8.3824 2020-08-17 07:30:46,070 - mmaction - INFO - Epoch [72][1160/2505] lr: 3.750e-04, eta: 15:06:48, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8880, loss_cls: 1.1557, loss: 1.1557, grad_norm: 8.8115 2020-08-17 07:31:01,331 - mmaction - INFO - Epoch [72][1180/2505] lr: 3.750e-04, eta: 15:06:33, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8958, loss_cls: 1.0890, loss: 1.0890, grad_norm: 8.4569 2020-08-17 07:31:15,744 - mmaction - INFO - Epoch [72][1200/2505] lr: 3.750e-04, eta: 15:06:18, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8813, loss_cls: 1.1877, loss: 1.1877, grad_norm: 8.6614 2020-08-17 07:31:30,693 - mmaction - INFO - Epoch [72][1220/2505] lr: 3.750e-04, eta: 15:06:02, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8776, loss_cls: 1.1534, loss: 1.1534, grad_norm: 8.5438 2020-08-17 07:31:45,763 - mmaction - INFO - Epoch [72][1240/2505] lr: 3.750e-04, eta: 15:05:47, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8953, loss_cls: 1.0693, loss: 1.0693, grad_norm: 8.2279 2020-08-17 07:32:00,794 - mmaction - INFO - Epoch [72][1260/2505] lr: 3.750e-04, eta: 15:05:32, time: 0.752, data_time: 0.008, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8740, loss_cls: 1.2340, loss: 1.2340, grad_norm: 9.0026 2020-08-17 07:32:15,218 - mmaction - INFO - Epoch [72][1280/2505] lr: 3.750e-04, eta: 15:05:16, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.1043, loss: 1.1043, grad_norm: 8.1906 2020-08-17 07:32:29,778 - mmaction - INFO - Epoch [72][1300/2505] lr: 3.750e-04, eta: 15:05:01, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8911, loss_cls: 1.1204, loss: 1.1204, grad_norm: 8.6384 2020-08-17 07:32:44,742 - mmaction - INFO - Epoch [72][1320/2505] lr: 3.750e-04, eta: 15:04:45, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8854, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.9945 2020-08-17 07:32:59,398 - mmaction - INFO - Epoch [72][1340/2505] lr: 3.750e-04, eta: 15:04:30, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8906, loss_cls: 1.1486, loss: 1.1486, grad_norm: 8.3448 2020-08-17 07:33:14,565 - mmaction - INFO - Epoch [72][1360/2505] lr: 3.750e-04, eta: 15:04:15, time: 0.759, data_time: 0.003, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8927, loss_cls: 1.0870, loss: 1.0870, grad_norm: 8.2909 2020-08-17 07:33:29,260 - mmaction - INFO - Epoch [72][1380/2505] lr: 3.750e-04, eta: 15:03:59, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8875, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.5200 2020-08-17 07:33:43,997 - mmaction - INFO - Epoch [72][1400/2505] lr: 3.750e-04, eta: 15:03:44, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8828, loss_cls: 1.1898, loss: 1.1898, grad_norm: 8.8293 2020-08-17 07:33:59,421 - mmaction - INFO - Epoch [72][1420/2505] lr: 3.750e-04, eta: 15:03:29, time: 0.771, data_time: 0.002, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8708, loss_cls: 1.2385, loss: 1.2385, grad_norm: 8.6952 2020-08-17 07:34:13,721 - mmaction - INFO - Epoch [72][1440/2505] lr: 3.750e-04, eta: 15:03:13, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8786, loss_cls: 1.1714, loss: 1.1714, grad_norm: 8.7446 2020-08-17 07:34:28,315 - mmaction - INFO - Epoch [72][1460/2505] lr: 3.750e-04, eta: 15:02:58, time: 0.730, data_time: 0.003, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8943, loss_cls: 1.1384, loss: 1.1384, grad_norm: 8.4546 2020-08-17 07:34:43,166 - mmaction - INFO - Epoch [72][1480/2505] lr: 3.750e-04, eta: 15:02:42, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8859, loss_cls: 1.1490, loss: 1.1490, grad_norm: 8.5627 2020-08-17 07:34:58,481 - mmaction - INFO - Epoch [72][1500/2505] lr: 3.750e-04, eta: 15:02:27, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8812, loss_cls: 1.1609, loss: 1.1609, grad_norm: 8.5537 2020-08-17 07:35:13,241 - mmaction - INFO - Epoch [72][1520/2505] lr: 3.750e-04, eta: 15:02:12, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8865, loss_cls: 1.1409, loss: 1.1409, grad_norm: 8.5396 2020-08-17 07:35:29,197 - mmaction - INFO - Epoch [72][1540/2505] lr: 3.750e-04, eta: 15:01:57, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8844, loss_cls: 1.1685, loss: 1.1685, grad_norm: 8.5939 2020-08-17 07:35:45,063 - mmaction - INFO - Epoch [72][1560/2505] lr: 3.750e-04, eta: 15:01:42, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8911, loss_cls: 1.1300, loss: 1.1300, grad_norm: 8.4977 2020-08-17 07:35:59,123 - mmaction - INFO - Epoch [72][1580/2505] lr: 3.750e-04, eta: 15:01:26, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8776, loss_cls: 1.1893, loss: 1.1893, grad_norm: 8.6782 2020-08-17 07:36:14,071 - mmaction - INFO - Epoch [72][1600/2505] lr: 3.750e-04, eta: 15:01:11, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8844, loss_cls: 1.1525, loss: 1.1525, grad_norm: 8.5268 2020-08-17 07:36:28,895 - mmaction - INFO - Epoch [72][1620/2505] lr: 3.750e-04, eta: 15:00:55, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8849, loss_cls: 1.2107, loss: 1.2107, grad_norm: 8.6586 2020-08-17 07:36:43,384 - mmaction - INFO - Epoch [72][1640/2505] lr: 3.750e-04, eta: 15:00:40, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8812, loss_cls: 1.1680, loss: 1.1680, grad_norm: 8.2559 2020-08-17 07:36:58,206 - mmaction - INFO - Epoch [72][1660/2505] lr: 3.750e-04, eta: 15:00:24, time: 0.741, data_time: 0.003, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8849, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.8350 2020-08-17 07:37:13,575 - mmaction - INFO - Epoch [72][1680/2505] lr: 3.750e-04, eta: 15:00:09, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8875, loss_cls: 1.1901, loss: 1.1901, grad_norm: 8.6803 2020-08-17 07:37:28,486 - mmaction - INFO - Epoch [72][1700/2505] lr: 3.750e-04, eta: 14:59:54, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8818, loss_cls: 1.1693, loss: 1.1693, grad_norm: 8.5444 2020-08-17 07:37:42,969 - mmaction - INFO - Epoch [72][1720/2505] lr: 3.750e-04, eta: 14:59:38, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2393, loss: 1.2393, grad_norm: 8.7537 2020-08-17 07:37:57,605 - mmaction - INFO - Epoch [72][1740/2505] lr: 3.750e-04, eta: 14:59:23, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1813, loss: 1.1813, grad_norm: 8.4621 2020-08-17 07:38:13,121 - mmaction - INFO - Epoch [72][1760/2505] lr: 3.750e-04, eta: 14:59:08, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8776, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.4222 2020-08-17 07:38:27,658 - mmaction - INFO - Epoch [72][1780/2505] lr: 3.750e-04, eta: 14:58:52, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8932, loss_cls: 1.1009, loss: 1.1009, grad_norm: 8.2603 2020-08-17 07:38:42,168 - mmaction - INFO - Epoch [72][1800/2505] lr: 3.750e-04, eta: 14:58:37, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2084, loss: 1.2084, grad_norm: 8.4617 2020-08-17 07:38:57,560 - mmaction - INFO - Epoch [72][1820/2505] lr: 3.750e-04, eta: 14:58:22, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8932, loss_cls: 1.1123, loss: 1.1123, grad_norm: 8.4576 2020-08-17 07:39:11,991 - mmaction - INFO - Epoch [72][1840/2505] lr: 3.750e-04, eta: 14:58:06, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1538, loss: 1.1538, grad_norm: 8.7178 2020-08-17 07:39:27,090 - mmaction - INFO - Epoch [72][1860/2505] lr: 3.750e-04, eta: 14:57:51, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8745, loss_cls: 1.2334, loss: 1.2334, grad_norm: 8.9843 2020-08-17 07:39:41,434 - mmaction - INFO - Epoch [72][1880/2505] lr: 3.750e-04, eta: 14:57:35, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1432, loss: 1.1432, grad_norm: 8.7400 2020-08-17 07:39:56,301 - mmaction - INFO - Epoch [72][1900/2505] lr: 3.750e-04, eta: 14:57:20, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8854, loss_cls: 1.1752, loss: 1.1752, grad_norm: 8.6778 2020-08-17 07:40:10,887 - mmaction - INFO - Epoch [72][1920/2505] lr: 3.750e-04, eta: 14:57:04, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.1858, loss: 1.1858, grad_norm: 8.7147 2020-08-17 07:40:26,276 - mmaction - INFO - Epoch [72][1940/2505] lr: 3.750e-04, eta: 14:56:49, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8750, loss_cls: 1.1917, loss: 1.1917, grad_norm: 8.5373 2020-08-17 07:40:40,684 - mmaction - INFO - Epoch [72][1960/2505] lr: 3.750e-04, eta: 14:56:34, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8620, loss_cls: 1.3018, loss: 1.3018, grad_norm: 9.0463 2020-08-17 07:40:56,125 - mmaction - INFO - Epoch [72][1980/2505] lr: 3.750e-04, eta: 14:56:19, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.4330 2020-08-17 07:41:10,355 - mmaction - INFO - Epoch [72][2000/2505] lr: 3.750e-04, eta: 14:56:03, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8734, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.7553 2020-08-17 07:41:25,173 - mmaction - INFO - Epoch [72][2020/2505] lr: 3.750e-04, eta: 14:55:48, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8953, loss_cls: 1.1122, loss: 1.1122, grad_norm: 8.4372 2020-08-17 07:41:40,153 - mmaction - INFO - Epoch [72][2040/2505] lr: 3.750e-04, eta: 14:55:32, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8901, loss_cls: 1.1336, loss: 1.1336, grad_norm: 8.4145 2020-08-17 07:41:55,220 - mmaction - INFO - Epoch [72][2060/2505] lr: 3.750e-04, eta: 14:55:17, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8828, loss_cls: 1.1550, loss: 1.1550, grad_norm: 8.9427 2020-08-17 07:42:09,912 - mmaction - INFO - Epoch [72][2080/2505] lr: 3.750e-04, eta: 14:55:02, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.6292 2020-08-17 07:42:24,355 - mmaction - INFO - Epoch [72][2100/2505] lr: 3.750e-04, eta: 14:54:46, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1853, loss: 1.1853, grad_norm: 8.5758 2020-08-17 07:42:39,544 - mmaction - INFO - Epoch [72][2120/2505] lr: 3.750e-04, eta: 14:54:31, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1217, loss: 1.1217, grad_norm: 8.5519 2020-08-17 07:42:53,818 - mmaction - INFO - Epoch [72][2140/2505] lr: 3.750e-04, eta: 14:54:15, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8802, loss_cls: 1.1642, loss: 1.1642, grad_norm: 8.5155 2020-08-17 07:43:09,096 - mmaction - INFO - Epoch [72][2160/2505] lr: 3.750e-04, eta: 14:54:00, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1522, loss: 1.1522, grad_norm: 8.4788 2020-08-17 07:43:23,738 - mmaction - INFO - Epoch [72][2180/2505] lr: 3.750e-04, eta: 14:53:45, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8859, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.5570 2020-08-17 07:43:38,887 - mmaction - INFO - Epoch [72][2200/2505] lr: 3.750e-04, eta: 14:53:29, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8766, loss_cls: 1.2502, loss: 1.2502, grad_norm: 9.1030 2020-08-17 07:43:53,471 - mmaction - INFO - Epoch [72][2220/2505] lr: 3.750e-04, eta: 14:53:14, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8776, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.7431 2020-08-17 07:44:09,184 - mmaction - INFO - Epoch [72][2240/2505] lr: 3.750e-04, eta: 14:52:59, time: 0.782, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.7934 2020-08-17 07:44:23,349 - mmaction - INFO - Epoch [72][2260/2505] lr: 3.750e-04, eta: 14:52:43, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.1592, loss: 1.1592, grad_norm: 8.6817 2020-08-17 07:44:37,697 - mmaction - INFO - Epoch [72][2280/2505] lr: 3.750e-04, eta: 14:52:28, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8943, loss_cls: 1.0769, loss: 1.0769, grad_norm: 8.2242 2020-08-17 07:44:52,505 - mmaction - INFO - Epoch [72][2300/2505] lr: 3.750e-04, eta: 14:52:12, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1870, loss: 1.1870, grad_norm: 8.5056 2020-08-17 07:45:07,857 - mmaction - INFO - Epoch [72][2320/2505] lr: 3.750e-04, eta: 14:51:57, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8865, loss_cls: 1.1726, loss: 1.1726, grad_norm: 8.4369 2020-08-17 07:45:22,485 - mmaction - INFO - Epoch [72][2340/2505] lr: 3.750e-04, eta: 14:51:42, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8937, loss_cls: 1.1595, loss: 1.1595, grad_norm: 8.7068 2020-08-17 07:45:38,092 - mmaction - INFO - Epoch [72][2360/2505] lr: 3.750e-04, eta: 14:51:27, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8573, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.6786 2020-08-17 07:45:52,343 - mmaction - INFO - Epoch [72][2380/2505] lr: 3.750e-04, eta: 14:51:11, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8964, loss_cls: 1.1496, loss: 1.1496, grad_norm: 8.7726 2020-08-17 07:46:07,234 - mmaction - INFO - Epoch [72][2400/2505] lr: 3.750e-04, eta: 14:50:56, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.6005 2020-08-17 07:46:23,035 - mmaction - INFO - Epoch [72][2420/2505] lr: 3.750e-04, eta: 14:50:41, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8724, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.6898 2020-08-17 07:46:37,307 - mmaction - INFO - Epoch [72][2440/2505] lr: 3.750e-04, eta: 14:50:25, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8802, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.4411 2020-08-17 07:46:52,165 - mmaction - INFO - Epoch [72][2460/2505] lr: 3.750e-04, eta: 14:50:10, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8813, loss_cls: 1.1875, loss: 1.1875, grad_norm: 8.6058 2020-08-17 07:47:07,182 - mmaction - INFO - Epoch [72][2480/2505] lr: 3.750e-04, eta: 14:49:54, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.7018 2020-08-17 07:47:22,076 - mmaction - INFO - Epoch [72][2500/2505] lr: 3.750e-04, eta: 14:49:39, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8781, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.0615 2020-08-17 07:47:25,715 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-08-17 07:47:46,403 - mmaction - INFO - Epoch [73][20/2505] lr: 3.750e-04, eta: 14:49:21, time: 1.011, data_time: 0.400, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8943, loss_cls: 1.1025, loss: 1.1025, grad_norm: 8.6260 2020-08-17 07:48:00,090 - mmaction - INFO - Epoch [73][40/2505] lr: 3.750e-04, eta: 14:49:05, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8813, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.7586 2020-08-17 07:48:14,395 - mmaction - INFO - Epoch [73][60/2505] lr: 3.750e-04, eta: 14:48:49, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8781, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.7466 2020-08-17 07:48:29,475 - mmaction - INFO - Epoch [73][80/2505] lr: 3.750e-04, eta: 14:48:34, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.4476 2020-08-17 07:48:44,320 - mmaction - INFO - Epoch [73][100/2505] lr: 3.750e-04, eta: 14:48:19, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8943, loss_cls: 1.0908, loss: 1.0908, grad_norm: 8.1865 2020-08-17 07:48:58,782 - mmaction - INFO - Epoch [73][120/2505] lr: 3.750e-04, eta: 14:48:03, time: 0.724, data_time: 0.003, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8969, loss_cls: 1.1314, loss: 1.1314, grad_norm: 8.6029 2020-08-17 07:49:13,279 - mmaction - INFO - Epoch [73][140/2505] lr: 3.750e-04, eta: 14:47:48, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8807, loss_cls: 1.1807, loss: 1.1807, grad_norm: 8.6491 2020-08-17 07:49:29,026 - mmaction - INFO - Epoch [73][160/2505] lr: 3.750e-04, eta: 14:47:33, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.7759 2020-08-17 07:49:44,034 - mmaction - INFO - Epoch [73][180/2505] lr: 3.750e-04, eta: 14:47:17, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8708, loss_cls: 1.1702, loss: 1.1702, grad_norm: 8.4835 2020-08-17 07:49:59,191 - mmaction - INFO - Epoch [73][200/2505] lr: 3.750e-04, eta: 14:47:02, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.6180 2020-08-17 07:50:14,119 - mmaction - INFO - Epoch [73][220/2505] lr: 3.750e-04, eta: 14:46:47, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8854, loss_cls: 1.1357, loss: 1.1357, grad_norm: 8.5740 2020-08-17 07:50:29,199 - mmaction - INFO - Epoch [73][240/2505] lr: 3.750e-04, eta: 14:46:31, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8745, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.8399 2020-08-17 07:50:44,972 - mmaction - INFO - Epoch [73][260/2505] lr: 3.750e-04, eta: 14:46:16, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8911, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.4465 2020-08-17 07:50:59,030 - mmaction - INFO - Epoch [73][280/2505] lr: 3.750e-04, eta: 14:46:01, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8870, loss_cls: 1.1535, loss: 1.1535, grad_norm: 8.7737 2020-08-17 07:51:13,506 - mmaction - INFO - Epoch [73][300/2505] lr: 3.750e-04, eta: 14:45:45, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8859, loss_cls: 1.1466, loss: 1.1466, grad_norm: 8.5242 2020-08-17 07:51:28,323 - mmaction - INFO - Epoch [73][320/2505] lr: 3.750e-04, eta: 14:45:30, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8781, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.6256 2020-08-17 07:51:44,101 - mmaction - INFO - Epoch [73][340/2505] lr: 3.750e-04, eta: 14:45:15, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.6609 2020-08-17 07:51:58,510 - mmaction - INFO - Epoch [73][360/2505] lr: 3.750e-04, eta: 14:44:59, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.5910 2020-08-17 07:52:13,627 - mmaction - INFO - Epoch [73][380/2505] lr: 3.750e-04, eta: 14:44:44, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8740, loss_cls: 1.1922, loss: 1.1922, grad_norm: 8.7157 2020-08-17 07:52:28,095 - mmaction - INFO - Epoch [73][400/2505] lr: 3.750e-04, eta: 14:44:29, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.7070 2020-08-17 07:52:43,213 - mmaction - INFO - Epoch [73][420/2505] lr: 3.750e-04, eta: 14:44:13, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8797, loss_cls: 1.2028, loss: 1.2028, grad_norm: 8.8142 2020-08-17 07:52:57,906 - mmaction - INFO - Epoch [73][440/2505] lr: 3.750e-04, eta: 14:43:58, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8792, loss_cls: 1.1887, loss: 1.1887, grad_norm: 8.5276 2020-08-17 07:53:12,429 - mmaction - INFO - Epoch [73][460/2505] lr: 3.750e-04, eta: 14:43:42, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8786, loss_cls: 1.1541, loss: 1.1541, grad_norm: 8.4252 2020-08-17 07:53:27,379 - mmaction - INFO - Epoch [73][480/2505] lr: 3.750e-04, eta: 14:43:27, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8932, loss_cls: 1.1399, loss: 1.1399, grad_norm: 8.4511 2020-08-17 07:53:42,335 - mmaction - INFO - Epoch [73][500/2505] lr: 3.750e-04, eta: 14:43:12, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8812, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.7383 2020-08-17 07:53:57,750 - mmaction - INFO - Epoch [73][520/2505] lr: 3.750e-04, eta: 14:42:57, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.7454 2020-08-17 07:54:12,072 - mmaction - INFO - Epoch [73][540/2505] lr: 3.750e-04, eta: 14:42:41, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8807, loss_cls: 1.1775, loss: 1.1775, grad_norm: 8.7199 2020-08-17 07:54:27,083 - mmaction - INFO - Epoch [73][560/2505] lr: 3.750e-04, eta: 14:42:26, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8755, loss_cls: 1.1797, loss: 1.1797, grad_norm: 8.6502 2020-08-17 07:54:41,770 - mmaction - INFO - Epoch [73][580/2505] lr: 3.750e-04, eta: 14:42:10, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.4547 2020-08-17 07:54:57,261 - mmaction - INFO - Epoch [73][600/2505] lr: 3.750e-04, eta: 14:41:55, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8771, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.6707 2020-08-17 07:55:11,598 - mmaction - INFO - Epoch [73][620/2505] lr: 3.750e-04, eta: 14:41:40, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.0866, loss: 1.0866, grad_norm: 8.4352 2020-08-17 07:55:26,258 - mmaction - INFO - Epoch [73][640/2505] lr: 3.750e-04, eta: 14:41:24, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8672, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.7531 2020-08-17 07:55:40,991 - mmaction - INFO - Epoch [73][660/2505] lr: 3.750e-04, eta: 14:41:09, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8870, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.5913 2020-08-17 07:55:55,914 - mmaction - INFO - Epoch [73][680/2505] lr: 3.750e-04, eta: 14:40:53, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0499, loss: 1.0499, grad_norm: 8.2353 2020-08-17 07:56:12,083 - mmaction - INFO - Epoch [73][700/2505] lr: 3.750e-04, eta: 14:40:39, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8875, loss_cls: 1.1562, loss: 1.1562, grad_norm: 8.5815 2020-08-17 07:56:25,870 - mmaction - INFO - Epoch [73][720/2505] lr: 3.750e-04, eta: 14:40:23, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.1095, loss: 1.1095, grad_norm: 8.3480 2020-08-17 07:56:41,319 - mmaction - INFO - Epoch [73][740/2505] lr: 3.750e-04, eta: 14:40:08, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1955, loss: 1.1955, grad_norm: 8.5851 2020-08-17 07:56:55,840 - mmaction - INFO - Epoch [73][760/2505] lr: 3.750e-04, eta: 14:39:52, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8958, loss_cls: 1.1038, loss: 1.1038, grad_norm: 8.2235 2020-08-17 07:57:10,940 - mmaction - INFO - Epoch [73][780/2505] lr: 3.750e-04, eta: 14:39:37, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8927, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.7816 2020-08-17 07:57:25,432 - mmaction - INFO - Epoch [73][800/2505] lr: 3.750e-04, eta: 14:39:21, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8823, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.9861 2020-08-17 07:57:40,302 - mmaction - INFO - Epoch [73][820/2505] lr: 3.750e-04, eta: 14:39:06, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8797, loss_cls: 1.1659, loss: 1.1659, grad_norm: 8.5771 2020-08-17 07:57:54,969 - mmaction - INFO - Epoch [73][840/2505] lr: 3.750e-04, eta: 14:38:51, time: 0.733, data_time: 0.003, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8896, loss_cls: 1.1027, loss: 1.1027, grad_norm: 8.4619 2020-08-17 07:58:09,787 - mmaction - INFO - Epoch [73][860/2505] lr: 3.750e-04, eta: 14:38:35, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8714, loss_cls: 1.2249, loss: 1.2249, grad_norm: 8.7175 2020-08-17 07:58:24,472 - mmaction - INFO - Epoch [73][880/2505] lr: 3.750e-04, eta: 14:38:20, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1274, loss: 1.1274, grad_norm: 8.3214 2020-08-17 07:58:39,495 - mmaction - INFO - Epoch [73][900/2505] lr: 3.750e-04, eta: 14:38:05, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9016, loss_cls: 1.0770, loss: 1.0770, grad_norm: 8.4355 2020-08-17 07:58:54,354 - mmaction - INFO - Epoch [73][920/2505] lr: 3.750e-04, eta: 14:37:49, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0947, loss: 1.0947, grad_norm: 8.3846 2020-08-17 07:59:10,347 - mmaction - INFO - Epoch [73][940/2505] lr: 3.750e-04, eta: 14:37:34, time: 0.798, data_time: 0.001, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8786, loss_cls: 1.2097, loss: 1.2097, grad_norm: 8.7338 2020-08-17 07:59:24,595 - mmaction - INFO - Epoch [73][960/2505] lr: 3.750e-04, eta: 14:37:19, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8750, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.1031 2020-08-17 07:59:39,095 - mmaction - INFO - Epoch [73][980/2505] lr: 3.750e-04, eta: 14:37:03, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8776, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.7625 2020-08-17 07:59:54,097 - mmaction - INFO - Epoch [73][1000/2505] lr: 3.750e-04, eta: 14:36:48, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8807, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.5153 2020-08-17 08:00:09,794 - mmaction - INFO - Epoch [73][1020/2505] lr: 3.750e-04, eta: 14:36:33, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8823, loss_cls: 1.1781, loss: 1.1781, grad_norm: 8.6775 2020-08-17 08:00:24,061 - mmaction - INFO - Epoch [73][1040/2505] lr: 3.750e-04, eta: 14:36:17, time: 0.722, data_time: 0.014, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8901, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.6628 2020-08-17 08:00:38,871 - mmaction - INFO - Epoch [73][1060/2505] lr: 3.750e-04, eta: 14:36:02, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8807, loss_cls: 1.1696, loss: 1.1696, grad_norm: 8.5079 2020-08-17 08:00:54,173 - mmaction - INFO - Epoch [73][1080/2505] lr: 3.750e-04, eta: 14:35:47, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8917, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.3982 2020-08-17 08:01:09,192 - mmaction - INFO - Epoch [73][1100/2505] lr: 3.750e-04, eta: 14:35:31, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8828, loss_cls: 1.1398, loss: 1.1398, grad_norm: 8.5013 2020-08-17 08:01:23,486 - mmaction - INFO - Epoch [73][1120/2505] lr: 3.750e-04, eta: 14:35:16, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8833, loss_cls: 1.1888, loss: 1.1888, grad_norm: 8.9594 2020-08-17 08:01:39,029 - mmaction - INFO - Epoch [73][1140/2505] lr: 3.750e-04, eta: 14:35:01, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8885, loss_cls: 1.1479, loss: 1.1479, grad_norm: 8.8478 2020-08-17 08:01:53,428 - mmaction - INFO - Epoch [73][1160/2505] lr: 3.750e-04, eta: 14:34:45, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.9026, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.3653 2020-08-17 08:02:08,333 - mmaction - INFO - Epoch [73][1180/2505] lr: 3.750e-04, eta: 14:34:30, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8922, loss_cls: 1.1267, loss: 1.1267, grad_norm: 8.6207 2020-08-17 08:02:23,009 - mmaction - INFO - Epoch [73][1200/2505] lr: 3.750e-04, eta: 14:34:14, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8807, loss_cls: 1.1295, loss: 1.1295, grad_norm: 8.5576 2020-08-17 08:02:37,954 - mmaction - INFO - Epoch [73][1220/2505] lr: 3.750e-04, eta: 14:33:59, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8745, loss_cls: 1.2360, loss: 1.2360, grad_norm: 8.9046 2020-08-17 08:02:52,440 - mmaction - INFO - Epoch [73][1240/2505] lr: 3.750e-04, eta: 14:33:44, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8833, loss_cls: 1.1558, loss: 1.1558, grad_norm: 8.5403 2020-08-17 08:03:07,411 - mmaction - INFO - Epoch [73][1260/2505] lr: 3.750e-04, eta: 14:33:28, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.2040, loss: 1.2040, grad_norm: 9.0538 2020-08-17 08:03:22,307 - mmaction - INFO - Epoch [73][1280/2505] lr: 3.750e-04, eta: 14:33:13, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.0973, loss: 1.0973, grad_norm: 8.5305 2020-08-17 08:03:37,002 - mmaction - INFO - Epoch [73][1300/2505] lr: 3.750e-04, eta: 14:32:58, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8932, loss_cls: 1.1534, loss: 1.1534, grad_norm: 8.6147 2020-08-17 08:03:52,667 - mmaction - INFO - Epoch [73][1320/2505] lr: 3.750e-04, eta: 14:32:43, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.1235, loss: 1.1235, grad_norm: 8.4298 2020-08-17 08:04:07,509 - mmaction - INFO - Epoch [73][1340/2505] lr: 3.750e-04, eta: 14:32:27, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8885, loss_cls: 1.1551, loss: 1.1551, grad_norm: 8.6690 2020-08-17 08:04:22,588 - mmaction - INFO - Epoch [73][1360/2505] lr: 3.750e-04, eta: 14:32:12, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8865, loss_cls: 1.1332, loss: 1.1332, grad_norm: 8.5754 2020-08-17 08:04:38,016 - mmaction - INFO - Epoch [73][1380/2505] lr: 3.750e-04, eta: 14:31:57, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8990, loss_cls: 1.1060, loss: 1.1060, grad_norm: 8.3309 2020-08-17 08:04:52,409 - mmaction - INFO - Epoch [73][1400/2505] lr: 3.750e-04, eta: 14:31:41, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8870, loss_cls: 1.1433, loss: 1.1433, grad_norm: 8.7275 2020-08-17 08:05:07,454 - mmaction - INFO - Epoch [73][1420/2505] lr: 3.750e-04, eta: 14:31:26, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8865, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.4581 2020-08-17 08:05:21,811 - mmaction - INFO - Epoch [73][1440/2505] lr: 3.750e-04, eta: 14:31:10, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8859, loss_cls: 1.1336, loss: 1.1336, grad_norm: 8.6466 2020-08-17 08:05:36,555 - mmaction - INFO - Epoch [73][1460/2505] lr: 3.750e-04, eta: 14:30:55, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.6499 2020-08-17 08:05:51,260 - mmaction - INFO - Epoch [73][1480/2505] lr: 3.750e-04, eta: 14:30:40, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8927, loss_cls: 1.0914, loss: 1.0914, grad_norm: 8.3456 2020-08-17 08:06:06,467 - mmaction - INFO - Epoch [73][1500/2505] lr: 3.750e-04, eta: 14:30:24, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8865, loss_cls: 1.1404, loss: 1.1404, grad_norm: 8.9422 2020-08-17 08:06:22,561 - mmaction - INFO - Epoch [73][1520/2505] lr: 3.750e-04, eta: 14:30:10, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.1627, loss: 1.1627, grad_norm: 8.6383 2020-08-17 08:06:37,542 - mmaction - INFO - Epoch [73][1540/2505] lr: 3.750e-04, eta: 14:29:54, time: 0.750, data_time: 0.003, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8828, loss_cls: 1.1813, loss: 1.1813, grad_norm: 8.6120 2020-08-17 08:06:51,490 - mmaction - INFO - Epoch [73][1560/2505] lr: 3.750e-04, eta: 14:29:39, time: 0.696, data_time: 0.004, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.8196 2020-08-17 08:07:06,063 - mmaction - INFO - Epoch [73][1580/2505] lr: 3.750e-04, eta: 14:29:23, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8807, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.7653 2020-08-17 08:07:21,832 - mmaction - INFO - Epoch [73][1600/2505] lr: 3.750e-04, eta: 14:29:08, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8896, loss_cls: 1.1130, loss: 1.1130, grad_norm: 8.7012 2020-08-17 08:07:36,137 - mmaction - INFO - Epoch [73][1620/2505] lr: 3.750e-04, eta: 14:28:52, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8755, loss_cls: 1.1553, loss: 1.1553, grad_norm: 8.5744 2020-08-17 08:07:51,025 - mmaction - INFO - Epoch [73][1640/2505] lr: 3.750e-04, eta: 14:28:37, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8760, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.5968 2020-08-17 08:08:05,517 - mmaction - INFO - Epoch [73][1660/2505] lr: 3.750e-04, eta: 14:28:22, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.2036, loss: 1.2036, grad_norm: 8.6677 2020-08-17 08:08:20,455 - mmaction - INFO - Epoch [73][1680/2505] lr: 3.750e-04, eta: 14:28:06, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1557, loss: 1.1557, grad_norm: 8.3808 2020-08-17 08:08:35,072 - mmaction - INFO - Epoch [73][1700/2505] lr: 3.750e-04, eta: 14:27:51, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8771, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.8784 2020-08-17 08:08:49,937 - mmaction - INFO - Epoch [73][1720/2505] lr: 3.750e-04, eta: 14:27:36, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8781, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.7478 2020-08-17 08:09:05,496 - mmaction - INFO - Epoch [73][1740/2505] lr: 3.750e-04, eta: 14:27:20, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8781, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.8607 2020-08-17 08:09:19,865 - mmaction - INFO - Epoch [73][1760/2505] lr: 3.750e-04, eta: 14:27:05, time: 0.717, data_time: 0.002, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8859, loss_cls: 1.1400, loss: 1.1400, grad_norm: 8.8108 2020-08-17 08:09:34,529 - mmaction - INFO - Epoch [73][1780/2505] lr: 3.750e-04, eta: 14:26:49, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.7554 2020-08-17 08:09:49,370 - mmaction - INFO - Epoch [73][1800/2505] lr: 3.750e-04, eta: 14:26:34, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8870, loss_cls: 1.1528, loss: 1.1528, grad_norm: 8.5212 2020-08-17 08:10:04,499 - mmaction - INFO - Epoch [73][1820/2505] lr: 3.750e-04, eta: 14:26:19, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8880, loss_cls: 1.1340, loss: 1.1340, grad_norm: 8.7843 2020-08-17 08:10:19,136 - mmaction - INFO - Epoch [73][1840/2505] lr: 3.750e-04, eta: 14:26:03, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2284, loss: 1.2284, grad_norm: 8.9783 2020-08-17 08:10:34,093 - mmaction - INFO - Epoch [73][1860/2505] lr: 3.750e-04, eta: 14:25:48, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8906, loss_cls: 1.1266, loss: 1.1266, grad_norm: 8.4153 2020-08-17 08:10:49,472 - mmaction - INFO - Epoch [73][1880/2505] lr: 3.750e-04, eta: 14:25:33, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1903, loss: 1.1903, grad_norm: 8.6467 2020-08-17 08:11:03,691 - mmaction - INFO - Epoch [73][1900/2505] lr: 3.750e-04, eta: 14:25:17, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.1018, loss: 1.1018, grad_norm: 8.2680 2020-08-17 08:11:18,339 - mmaction - INFO - Epoch [73][1920/2505] lr: 3.750e-04, eta: 14:25:02, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1291, loss: 1.1291, grad_norm: 8.7733 2020-08-17 08:11:33,115 - mmaction - INFO - Epoch [73][1940/2505] lr: 3.750e-04, eta: 14:24:47, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8927, loss_cls: 1.1504, loss: 1.1504, grad_norm: 8.5795 2020-08-17 08:11:48,563 - mmaction - INFO - Epoch [73][1960/2505] lr: 3.750e-04, eta: 14:24:31, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8661, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.9408 2020-08-17 08:12:03,052 - mmaction - INFO - Epoch [73][1980/2505] lr: 3.750e-04, eta: 14:24:16, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8651, loss_cls: 1.2501, loss: 1.2501, grad_norm: 8.8947 2020-08-17 08:12:17,986 - mmaction - INFO - Epoch [73][2000/2505] lr: 3.750e-04, eta: 14:24:01, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8802, loss_cls: 1.2272, loss: 1.2272, grad_norm: 8.7488 2020-08-17 08:12:32,537 - mmaction - INFO - Epoch [73][2020/2505] lr: 3.750e-04, eta: 14:23:45, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8792, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.5062 2020-08-17 08:12:47,721 - mmaction - INFO - Epoch [73][2040/2505] lr: 3.750e-04, eta: 14:23:30, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8807, loss_cls: 1.1628, loss: 1.1628, grad_norm: 8.5290 2020-08-17 08:13:02,745 - mmaction - INFO - Epoch [73][2060/2505] lr: 3.750e-04, eta: 14:23:15, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8797, loss_cls: 1.1398, loss: 1.1398, grad_norm: 8.5356 2020-08-17 08:13:17,784 - mmaction - INFO - Epoch [73][2080/2505] lr: 3.750e-04, eta: 14:22:59, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.6654 2020-08-17 08:13:32,323 - mmaction - INFO - Epoch [73][2100/2505] lr: 3.750e-04, eta: 14:22:44, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8812, loss_cls: 1.2223, loss: 1.2223, grad_norm: 8.8708 2020-08-17 08:13:47,337 - mmaction - INFO - Epoch [73][2120/2505] lr: 3.750e-04, eta: 14:22:29, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8875, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.6587 2020-08-17 08:14:03,049 - mmaction - INFO - Epoch [73][2140/2505] lr: 3.750e-04, eta: 14:22:14, time: 0.786, data_time: 0.002, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8781, loss_cls: 1.1890, loss: 1.1890, grad_norm: 8.9371 2020-08-17 08:14:17,480 - mmaction - INFO - Epoch [73][2160/2505] lr: 3.750e-04, eta: 14:21:58, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8719, loss_cls: 1.2336, loss: 1.2336, grad_norm: 9.0432 2020-08-17 08:14:32,138 - mmaction - INFO - Epoch [73][2180/2505] lr: 3.750e-04, eta: 14:21:43, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8786, loss_cls: 1.2009, loss: 1.2009, grad_norm: 8.9732 2020-08-17 08:14:48,569 - mmaction - INFO - Epoch [73][2200/2505] lr: 3.750e-04, eta: 14:21:28, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8844, loss_cls: 1.1708, loss: 1.1708, grad_norm: 8.5762 2020-08-17 08:15:02,626 - mmaction - INFO - Epoch [73][2220/2505] lr: 3.750e-04, eta: 14:21:12, time: 0.701, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8849, loss_cls: 1.1934, loss: 1.1934, grad_norm: 8.7584 2020-08-17 08:15:17,995 - mmaction - INFO - Epoch [73][2240/2505] lr: 3.750e-04, eta: 14:20:57, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8823, loss_cls: 1.1596, loss: 1.1596, grad_norm: 8.6483 2020-08-17 08:15:32,299 - mmaction - INFO - Epoch [73][2260/2505] lr: 3.750e-04, eta: 14:20:42, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8760, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.9925 2020-08-17 08:15:46,967 - mmaction - INFO - Epoch [73][2280/2505] lr: 3.750e-04, eta: 14:20:26, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8849, loss_cls: 1.1368, loss: 1.1368, grad_norm: 8.5184 2020-08-17 08:16:01,736 - mmaction - INFO - Epoch [73][2300/2505] lr: 3.750e-04, eta: 14:20:11, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6927, top5_acc: 0.8766, loss_cls: 1.2261, loss: 1.2261, grad_norm: 8.7774 2020-08-17 08:16:17,557 - mmaction - INFO - Epoch [73][2320/2505] lr: 3.750e-04, eta: 14:19:56, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8865, loss_cls: 1.1579, loss: 1.1579, grad_norm: 8.7089 2020-08-17 08:16:31,695 - mmaction - INFO - Epoch [73][2340/2505] lr: 3.750e-04, eta: 14:19:40, time: 0.707, data_time: 0.002, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.6065 2020-08-17 08:16:46,256 - mmaction - INFO - Epoch [73][2360/2505] lr: 3.750e-04, eta: 14:19:25, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8766, loss_cls: 1.2190, loss: 1.2190, grad_norm: 8.8864 2020-08-17 08:17:01,886 - mmaction - INFO - Epoch [73][2380/2505] lr: 3.750e-04, eta: 14:19:10, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8693, loss_cls: 1.2046, loss: 1.2046, grad_norm: 8.7909 2020-08-17 08:17:16,644 - mmaction - INFO - Epoch [73][2400/2505] lr: 3.750e-04, eta: 14:18:54, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8807, loss_cls: 1.1966, loss: 1.1966, grad_norm: 8.6263 2020-08-17 08:17:32,064 - mmaction - INFO - Epoch [73][2420/2505] lr: 3.750e-04, eta: 14:18:39, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8807, loss_cls: 1.1999, loss: 1.1999, grad_norm: 8.8407 2020-08-17 08:17:45,957 - mmaction - INFO - Epoch [73][2440/2505] lr: 3.750e-04, eta: 14:18:23, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8792, loss_cls: 1.1678, loss: 1.1678, grad_norm: 8.8375 2020-08-17 08:18:01,761 - mmaction - INFO - Epoch [73][2460/2505] lr: 3.750e-04, eta: 14:18:08, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8792, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.9224 2020-08-17 08:18:16,168 - mmaction - INFO - Epoch [73][2480/2505] lr: 3.750e-04, eta: 14:17:53, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8870, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.7229 2020-08-17 08:18:32,292 - mmaction - INFO - Epoch [73][2500/2505] lr: 3.750e-04, eta: 14:17:38, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8771, loss_cls: 1.2039, loss: 1.2039, grad_norm: 8.8507 2020-08-17 08:18:35,742 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-08-17 08:18:59,186 - mmaction - INFO - Epoch [74][20/2505] lr: 3.750e-04, eta: 14:17:20, time: 1.141, data_time: 0.527, memory: 8343, top1_acc: 0.7135, top5_acc: 0.9052, loss_cls: 1.0892, loss: 1.0892, grad_norm: 8.5410 2020-08-17 08:19:13,068 - mmaction - INFO - Epoch [74][40/2505] lr: 3.750e-04, eta: 14:17:05, time: 0.694, data_time: 0.002, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8813, loss_cls: 1.1728, loss: 1.1728, grad_norm: 8.7273 2020-08-17 08:19:27,591 - mmaction - INFO - Epoch [74][60/2505] lr: 3.750e-04, eta: 14:16:49, time: 0.727, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8943, loss_cls: 1.1154, loss: 1.1154, grad_norm: 8.5283 2020-08-17 08:19:42,579 - mmaction - INFO - Epoch [74][80/2505] lr: 3.750e-04, eta: 14:16:34, time: 0.749, data_time: 0.002, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8828, loss_cls: 1.2079, loss: 1.2079, grad_norm: 9.0612 2020-08-17 08:19:57,878 - mmaction - INFO - Epoch [74][100/2505] lr: 3.750e-04, eta: 14:16:19, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1322, loss: 1.1322, grad_norm: 8.6223 2020-08-17 08:20:12,265 - mmaction - INFO - Epoch [74][120/2505] lr: 3.750e-04, eta: 14:16:03, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8880, loss_cls: 1.1185, loss: 1.1185, grad_norm: 8.2994 2020-08-17 08:20:27,220 - mmaction - INFO - Epoch [74][140/2505] lr: 3.750e-04, eta: 14:15:48, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8911, loss_cls: 1.1302, loss: 1.1302, grad_norm: 8.5938 2020-08-17 08:20:42,506 - mmaction - INFO - Epoch [74][160/2505] lr: 3.750e-04, eta: 14:15:33, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8833, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.8893 2020-08-17 08:20:58,361 - mmaction - INFO - Epoch [74][180/2505] lr: 3.750e-04, eta: 14:15:18, time: 0.793, data_time: 0.002, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8781, loss_cls: 1.1577, loss: 1.1577, grad_norm: 8.4547 2020-08-17 08:21:12,057 - mmaction - INFO - Epoch [74][200/2505] lr: 3.750e-04, eta: 14:15:02, time: 0.682, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8849, loss_cls: 1.1483, loss: 1.1483, grad_norm: 8.6534 2020-08-17 08:21:27,868 - mmaction - INFO - Epoch [74][220/2505] lr: 3.750e-04, eta: 14:14:47, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8911, loss_cls: 1.0958, loss: 1.0958, grad_norm: 8.4161 2020-08-17 08:21:41,631 - mmaction - INFO - Epoch [74][240/2505] lr: 3.750e-04, eta: 14:14:31, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8901, loss_cls: 1.1559, loss: 1.1559, grad_norm: 8.7440 2020-08-17 08:21:56,334 - mmaction - INFO - Epoch [74][260/2505] lr: 3.750e-04, eta: 14:14:16, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8807, loss_cls: 1.1802, loss: 1.1802, grad_norm: 8.5492 2020-08-17 08:22:11,074 - mmaction - INFO - Epoch [74][280/2505] lr: 3.750e-04, eta: 14:14:00, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8839, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.4158 2020-08-17 08:22:26,255 - mmaction - INFO - Epoch [74][300/2505] lr: 3.750e-04, eta: 14:13:45, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8932, loss_cls: 1.0977, loss: 1.0977, grad_norm: 8.5472 2020-08-17 08:22:42,126 - mmaction - INFO - Epoch [74][320/2505] lr: 3.750e-04, eta: 14:13:30, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8995, loss_cls: 1.1275, loss: 1.1275, grad_norm: 8.5447 2020-08-17 08:22:55,900 - mmaction - INFO - Epoch [74][340/2505] lr: 3.750e-04, eta: 14:13:14, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.1132, loss: 1.1132, grad_norm: 8.3650 2020-08-17 08:23:12,086 - mmaction - INFO - Epoch [74][360/2505] lr: 3.750e-04, eta: 14:13:00, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8948, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.5697 2020-08-17 08:23:26,494 - mmaction - INFO - Epoch [74][380/2505] lr: 3.750e-04, eta: 14:12:44, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8896, loss_cls: 1.1415, loss: 1.1415, grad_norm: 8.7491 2020-08-17 08:23:41,055 - mmaction - INFO - Epoch [74][400/2505] lr: 3.750e-04, eta: 14:12:29, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8901, loss_cls: 1.1339, loss: 1.1339, grad_norm: 8.5123 2020-08-17 08:23:55,861 - mmaction - INFO - Epoch [74][420/2505] lr: 3.750e-04, eta: 14:12:13, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8766, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.6063 2020-08-17 08:24:10,588 - mmaction - INFO - Epoch [74][440/2505] lr: 3.750e-04, eta: 14:11:58, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1310, loss: 1.1310, grad_norm: 8.3166 2020-08-17 08:24:25,212 - mmaction - INFO - Epoch [74][460/2505] lr: 3.750e-04, eta: 14:11:42, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1184, loss: 1.1184, grad_norm: 8.5446 2020-08-17 08:24:39,974 - mmaction - INFO - Epoch [74][480/2505] lr: 3.750e-04, eta: 14:11:27, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8938, loss_cls: 1.1140, loss: 1.1140, grad_norm: 8.6329 2020-08-17 08:24:54,662 - mmaction - INFO - Epoch [74][500/2505] lr: 3.750e-04, eta: 14:11:12, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8854, loss_cls: 1.1433, loss: 1.1433, grad_norm: 8.6584 2020-08-17 08:25:09,380 - mmaction - INFO - Epoch [74][520/2505] lr: 3.750e-04, eta: 14:10:56, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8849, loss_cls: 1.1526, loss: 1.1526, grad_norm: 8.5947 2020-08-17 08:25:24,611 - mmaction - INFO - Epoch [74][540/2505] lr: 3.750e-04, eta: 14:10:41, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1700, loss: 1.1700, grad_norm: 8.5874 2020-08-17 08:25:39,087 - mmaction - INFO - Epoch [74][560/2505] lr: 3.750e-04, eta: 14:10:26, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.7973 2020-08-17 08:25:53,934 - mmaction - INFO - Epoch [74][580/2505] lr: 3.750e-04, eta: 14:10:10, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8844, loss_cls: 1.1345, loss: 1.1345, grad_norm: 8.6144 2020-08-17 08:26:09,179 - mmaction - INFO - Epoch [74][600/2505] lr: 3.750e-04, eta: 14:09:55, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8958, loss_cls: 1.0908, loss: 1.0908, grad_norm: 8.4274 2020-08-17 08:26:23,620 - mmaction - INFO - Epoch [74][620/2505] lr: 3.750e-04, eta: 14:09:39, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1666, loss: 1.1666, grad_norm: 8.6333 2020-08-17 08:26:38,760 - mmaction - INFO - Epoch [74][640/2505] lr: 3.750e-04, eta: 14:09:24, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8854, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.7218 2020-08-17 08:26:53,266 - mmaction - INFO - Epoch [74][660/2505] lr: 3.750e-04, eta: 14:09:09, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1681, loss: 1.1681, grad_norm: 8.9893 2020-08-17 08:27:07,801 - mmaction - INFO - Epoch [74][680/2505] lr: 3.750e-04, eta: 14:08:53, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1791, loss: 1.1791, grad_norm: 8.8208 2020-08-17 08:27:23,124 - mmaction - INFO - Epoch [74][700/2505] lr: 3.750e-04, eta: 14:08:38, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8880, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.5087 2020-08-17 08:27:37,392 - mmaction - INFO - Epoch [74][720/2505] lr: 3.750e-04, eta: 14:08:23, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8823, loss_cls: 1.1161, loss: 1.1161, grad_norm: 8.1851 2020-08-17 08:27:52,759 - mmaction - INFO - Epoch [74][740/2505] lr: 3.750e-04, eta: 14:08:07, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8896, loss_cls: 1.1599, loss: 1.1599, grad_norm: 8.4568 2020-08-17 08:28:08,073 - mmaction - INFO - Epoch [74][760/2505] lr: 3.750e-04, eta: 14:07:52, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8802, loss_cls: 1.2028, loss: 1.2028, grad_norm: 8.7611 2020-08-17 08:28:22,677 - mmaction - INFO - Epoch [74][780/2505] lr: 3.750e-04, eta: 14:07:37, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8870, loss_cls: 1.1384, loss: 1.1384, grad_norm: 8.4898 2020-08-17 08:28:37,139 - mmaction - INFO - Epoch [74][800/2505] lr: 3.750e-04, eta: 14:07:21, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.8353 2020-08-17 08:28:53,058 - mmaction - INFO - Epoch [74][820/2505] lr: 3.750e-04, eta: 14:07:06, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8906, loss_cls: 1.1094, loss: 1.1094, grad_norm: 8.2748 2020-08-17 08:29:07,135 - mmaction - INFO - Epoch [74][840/2505] lr: 3.750e-04, eta: 14:06:51, time: 0.707, data_time: 0.008, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.1031, loss: 1.1031, grad_norm: 8.3913 2020-08-17 08:29:22,570 - mmaction - INFO - Epoch [74][860/2505] lr: 3.750e-04, eta: 14:06:36, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8906, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.6419 2020-08-17 08:29:36,775 - mmaction - INFO - Epoch [74][880/2505] lr: 3.750e-04, eta: 14:06:20, time: 0.710, data_time: 0.002, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8859, loss_cls: 1.1736, loss: 1.1736, grad_norm: 8.5571 2020-08-17 08:29:51,600 - mmaction - INFO - Epoch [74][900/2505] lr: 3.750e-04, eta: 14:06:05, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1620, loss: 1.1620, grad_norm: 8.7440 2020-08-17 08:30:06,645 - mmaction - INFO - Epoch [74][920/2505] lr: 3.750e-04, eta: 14:05:49, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8896, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.8699 2020-08-17 08:30:21,231 - mmaction - INFO - Epoch [74][940/2505] lr: 3.750e-04, eta: 14:05:34, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8745, loss_cls: 1.2037, loss: 1.2037, grad_norm: 8.5816 2020-08-17 08:30:36,825 - mmaction - INFO - Epoch [74][960/2505] lr: 3.750e-04, eta: 14:05:19, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8818, loss_cls: 1.1755, loss: 1.1755, grad_norm: 8.6803 2020-08-17 08:30:51,041 - mmaction - INFO - Epoch [74][980/2505] lr: 3.750e-04, eta: 14:05:03, time: 0.711, data_time: 0.003, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1503, loss: 1.1503, grad_norm: 8.3977 2020-08-17 08:31:06,290 - mmaction - INFO - Epoch [74][1000/2505] lr: 3.750e-04, eta: 14:04:48, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8839, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.4008 2020-08-17 08:31:20,917 - mmaction - INFO - Epoch [74][1020/2505] lr: 3.750e-04, eta: 14:04:33, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8880, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.7842 2020-08-17 08:31:35,929 - mmaction - INFO - Epoch [74][1040/2505] lr: 3.750e-04, eta: 14:04:17, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8828, loss_cls: 1.1438, loss: 1.1438, grad_norm: 8.4197 2020-08-17 08:31:50,882 - mmaction - INFO - Epoch [74][1060/2505] lr: 3.750e-04, eta: 14:04:02, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8755, loss_cls: 1.2050, loss: 1.2050, grad_norm: 8.5702 2020-08-17 08:32:05,428 - mmaction - INFO - Epoch [74][1080/2505] lr: 3.750e-04, eta: 14:03:47, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8974, loss_cls: 1.1474, loss: 1.1474, grad_norm: 8.7373 2020-08-17 08:32:20,626 - mmaction - INFO - Epoch [74][1100/2505] lr: 3.750e-04, eta: 14:03:31, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8786, loss_cls: 1.1594, loss: 1.1594, grad_norm: 8.6191 2020-08-17 08:32:35,711 - mmaction - INFO - Epoch [74][1120/2505] lr: 3.750e-04, eta: 14:03:16, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8828, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.0998 2020-08-17 08:32:50,064 - mmaction - INFO - Epoch [74][1140/2505] lr: 3.750e-04, eta: 14:03:01, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1540, loss: 1.1540, grad_norm: 8.7483 2020-08-17 08:33:05,454 - mmaction - INFO - Epoch [74][1160/2505] lr: 3.750e-04, eta: 14:02:45, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8823, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.7039 2020-08-17 08:33:19,979 - mmaction - INFO - Epoch [74][1180/2505] lr: 3.750e-04, eta: 14:02:30, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8682, loss_cls: 1.1948, loss: 1.1948, grad_norm: 8.6725 2020-08-17 08:33:35,355 - mmaction - INFO - Epoch [74][1200/2505] lr: 3.750e-04, eta: 14:02:15, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8870, loss_cls: 1.1276, loss: 1.1276, grad_norm: 8.5619 2020-08-17 08:33:49,766 - mmaction - INFO - Epoch [74][1220/2505] lr: 3.750e-04, eta: 14:01:59, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8755, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.8030 2020-08-17 08:34:04,703 - mmaction - INFO - Epoch [74][1240/2505] lr: 3.750e-04, eta: 14:01:44, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1608, loss: 1.1608, grad_norm: 8.7617 2020-08-17 08:34:19,579 - mmaction - INFO - Epoch [74][1260/2505] lr: 3.750e-04, eta: 14:01:29, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8823, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.4310 2020-08-17 08:34:34,597 - mmaction - INFO - Epoch [74][1280/2505] lr: 3.750e-04, eta: 14:01:13, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8781, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.4828 2020-08-17 08:34:48,973 - mmaction - INFO - Epoch [74][1300/2505] lr: 3.750e-04, eta: 14:00:58, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8802, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.7486 2020-08-17 08:35:04,665 - mmaction - INFO - Epoch [74][1320/2505] lr: 3.750e-04, eta: 14:00:43, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8828, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.5058 2020-08-17 08:35:19,286 - mmaction - INFO - Epoch [74][1340/2505] lr: 3.750e-04, eta: 14:00:27, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8995, loss_cls: 1.1044, loss: 1.1044, grad_norm: 8.7528 2020-08-17 08:35:34,192 - mmaction - INFO - Epoch [74][1360/2505] lr: 3.750e-04, eta: 14:00:12, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8870, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.8058 2020-08-17 08:35:48,740 - mmaction - INFO - Epoch [74][1380/2505] lr: 3.750e-04, eta: 13:59:57, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8891, loss_cls: 1.0956, loss: 1.0956, grad_norm: 8.6215 2020-08-17 08:36:03,442 - mmaction - INFO - Epoch [74][1400/2505] lr: 3.750e-04, eta: 13:59:41, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8937, loss_cls: 1.1572, loss: 1.1572, grad_norm: 8.8260 2020-08-17 08:36:18,604 - mmaction - INFO - Epoch [74][1420/2505] lr: 3.750e-04, eta: 13:59:26, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8771, loss_cls: 1.1678, loss: 1.1678, grad_norm: 8.5925 2020-08-17 08:36:33,645 - mmaction - INFO - Epoch [74][1440/2505] lr: 3.750e-04, eta: 13:59:11, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8807, loss_cls: 1.1540, loss: 1.1540, grad_norm: 8.7723 2020-08-17 08:36:47,935 - mmaction - INFO - Epoch [74][1460/2505] lr: 3.750e-04, eta: 13:58:55, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8865, loss_cls: 1.1553, loss: 1.1553, grad_norm: 8.6828 2020-08-17 08:37:02,618 - mmaction - INFO - Epoch [74][1480/2505] lr: 3.750e-04, eta: 13:58:40, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8917, loss_cls: 1.1029, loss: 1.1029, grad_norm: 8.5859 2020-08-17 08:37:17,698 - mmaction - INFO - Epoch [74][1500/2505] lr: 3.750e-04, eta: 13:58:25, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1248, loss: 1.1248, grad_norm: 8.5001 2020-08-17 08:37:32,765 - mmaction - INFO - Epoch [74][1520/2505] lr: 3.750e-04, eta: 13:58:09, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8786, loss_cls: 1.1843, loss: 1.1843, grad_norm: 8.7150 2020-08-17 08:37:47,896 - mmaction - INFO - Epoch [74][1540/2505] lr: 3.750e-04, eta: 13:57:54, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8771, loss_cls: 1.1889, loss: 1.1889, grad_norm: 8.6497 2020-08-17 08:38:02,701 - mmaction - INFO - Epoch [74][1560/2505] lr: 3.750e-04, eta: 13:57:39, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8891, loss_cls: 1.1710, loss: 1.1710, grad_norm: 8.6309 2020-08-17 08:38:17,179 - mmaction - INFO - Epoch [74][1580/2505] lr: 3.750e-04, eta: 13:57:23, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8849, loss_cls: 1.1369, loss: 1.1369, grad_norm: 8.8146 2020-08-17 08:38:32,049 - mmaction - INFO - Epoch [74][1600/2505] lr: 3.750e-04, eta: 13:57:08, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0961, loss: 1.0961, grad_norm: 8.6021 2020-08-17 08:38:46,688 - mmaction - INFO - Epoch [74][1620/2505] lr: 3.750e-04, eta: 13:56:52, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.8902 2020-08-17 08:39:01,596 - mmaction - INFO - Epoch [74][1640/2505] lr: 3.750e-04, eta: 13:56:37, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8865, loss_cls: 1.1704, loss: 1.1704, grad_norm: 8.6353 2020-08-17 08:39:16,839 - mmaction - INFO - Epoch [74][1660/2505] lr: 3.750e-04, eta: 13:56:22, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8776, loss_cls: 1.1901, loss: 1.1901, grad_norm: 8.7263 2020-08-17 08:39:31,420 - mmaction - INFO - Epoch [74][1680/2505] lr: 3.750e-04, eta: 13:56:06, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8875, loss_cls: 1.1094, loss: 1.1094, grad_norm: 8.3762 2020-08-17 08:39:45,847 - mmaction - INFO - Epoch [74][1700/2505] lr: 3.750e-04, eta: 13:55:51, time: 0.722, data_time: 0.003, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8922, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.4319 2020-08-17 08:40:00,413 - mmaction - INFO - Epoch [74][1720/2505] lr: 3.750e-04, eta: 13:55:36, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8745, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.6799 2020-08-17 08:40:16,213 - mmaction - INFO - Epoch [74][1740/2505] lr: 3.750e-04, eta: 13:55:21, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8776, loss_cls: 1.1579, loss: 1.1579, grad_norm: 8.7117 2020-08-17 08:40:30,519 - mmaction - INFO - Epoch [74][1760/2505] lr: 3.750e-04, eta: 13:55:05, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8911, loss_cls: 1.1430, loss: 1.1430, grad_norm: 8.8512 2020-08-17 08:40:45,483 - mmaction - INFO - Epoch [74][1780/2505] lr: 3.750e-04, eta: 13:54:50, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1619, loss: 1.1619, grad_norm: 8.7074 2020-08-17 08:41:00,636 - mmaction - INFO - Epoch [74][1800/2505] lr: 3.750e-04, eta: 13:54:34, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8870, loss_cls: 1.1471, loss: 1.1471, grad_norm: 8.7490 2020-08-17 08:41:15,203 - mmaction - INFO - Epoch [74][1820/2505] lr: 3.750e-04, eta: 13:54:19, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2141, loss: 1.2141, grad_norm: 9.0093 2020-08-17 08:41:30,071 - mmaction - INFO - Epoch [74][1840/2505] lr: 3.750e-04, eta: 13:54:04, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8677, loss_cls: 1.2518, loss: 1.2518, grad_norm: 8.8675 2020-08-17 08:41:44,770 - mmaction - INFO - Epoch [74][1860/2505] lr: 3.750e-04, eta: 13:53:48, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.1195, loss: 1.1195, grad_norm: 8.4484 2020-08-17 08:42:00,556 - mmaction - INFO - Epoch [74][1880/2505] lr: 3.750e-04, eta: 13:53:33, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8885, loss_cls: 1.1060, loss: 1.1060, grad_norm: 8.6421 2020-08-17 08:42:15,515 - mmaction - INFO - Epoch [74][1900/2505] lr: 3.750e-04, eta: 13:53:18, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8714, loss_cls: 1.2029, loss: 1.2029, grad_norm: 8.8808 2020-08-17 08:42:29,861 - mmaction - INFO - Epoch [74][1920/2505] lr: 3.750e-04, eta: 13:53:02, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8901, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.6521 2020-08-17 08:42:45,012 - mmaction - INFO - Epoch [74][1940/2505] lr: 3.750e-04, eta: 13:52:47, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8958, loss_cls: 1.1277, loss: 1.1277, grad_norm: 8.7104 2020-08-17 08:42:59,597 - mmaction - INFO - Epoch [74][1960/2505] lr: 3.750e-04, eta: 13:52:32, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8927, loss_cls: 1.1016, loss: 1.1016, grad_norm: 8.5231 2020-08-17 08:43:14,291 - mmaction - INFO - Epoch [74][1980/2505] lr: 3.750e-04, eta: 13:52:16, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8771, loss_cls: 1.2268, loss: 1.2268, grad_norm: 8.8411 2020-08-17 08:43:28,863 - mmaction - INFO - Epoch [74][2000/2505] lr: 3.750e-04, eta: 13:52:01, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1168, loss: 1.1168, grad_norm: 8.6037 2020-08-17 08:43:44,413 - mmaction - INFO - Epoch [74][2020/2505] lr: 3.750e-04, eta: 13:51:46, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8760, loss_cls: 1.2105, loss: 1.2105, grad_norm: 8.8781 2020-08-17 08:43:58,962 - mmaction - INFO - Epoch [74][2040/2505] lr: 3.750e-04, eta: 13:51:30, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8771, loss_cls: 1.2076, loss: 1.2076, grad_norm: 8.7909 2020-08-17 08:44:13,674 - mmaction - INFO - Epoch [74][2060/2505] lr: 3.750e-04, eta: 13:51:15, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1671, loss: 1.1671, grad_norm: 8.6286 2020-08-17 08:44:29,135 - mmaction - INFO - Epoch [74][2080/2505] lr: 3.750e-04, eta: 13:51:00, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8932, loss_cls: 1.0880, loss: 1.0880, grad_norm: 8.3637 2020-08-17 08:44:43,517 - mmaction - INFO - Epoch [74][2100/2505] lr: 3.750e-04, eta: 13:50:44, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1744, loss: 1.1744, grad_norm: 8.8799 2020-08-17 08:44:57,976 - mmaction - INFO - Epoch [74][2120/2505] lr: 3.750e-04, eta: 13:50:29, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8885, loss_cls: 1.1505, loss: 1.1505, grad_norm: 8.5914 2020-08-17 08:45:13,370 - mmaction - INFO - Epoch [74][2140/2505] lr: 3.750e-04, eta: 13:50:14, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8995, loss_cls: 1.0696, loss: 1.0696, grad_norm: 8.4198 2020-08-17 08:45:28,755 - mmaction - INFO - Epoch [74][2160/2505] lr: 3.750e-04, eta: 13:49:59, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1300, loss: 1.1300, grad_norm: 8.5790 2020-08-17 08:45:43,102 - mmaction - INFO - Epoch [74][2180/2505] lr: 3.750e-04, eta: 13:49:43, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8740, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.0239 2020-08-17 08:45:57,847 - mmaction - INFO - Epoch [74][2200/2505] lr: 3.750e-04, eta: 13:49:28, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.0152 2020-08-17 08:46:13,860 - mmaction - INFO - Epoch [74][2220/2505] lr: 3.750e-04, eta: 13:49:13, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8760, loss_cls: 1.1818, loss: 1.1818, grad_norm: 8.7500 2020-08-17 08:46:27,803 - mmaction - INFO - Epoch [74][2240/2505] lr: 3.750e-04, eta: 13:48:57, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8984, loss_cls: 1.0986, loss: 1.0986, grad_norm: 8.4873 2020-08-17 08:46:42,390 - mmaction - INFO - Epoch [74][2260/2505] lr: 3.750e-04, eta: 13:48:42, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8974, loss_cls: 1.1279, loss: 1.1279, grad_norm: 8.6701 2020-08-17 08:46:58,307 - mmaction - INFO - Epoch [74][2280/2505] lr: 3.750e-04, eta: 13:48:27, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8875, loss_cls: 1.1399, loss: 1.1399, grad_norm: 8.5982 2020-08-17 08:47:12,337 - mmaction - INFO - Epoch [74][2300/2505] lr: 3.750e-04, eta: 13:48:11, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8875, loss_cls: 1.1328, loss: 1.1328, grad_norm: 8.5782 2020-08-17 08:47:27,517 - mmaction - INFO - Epoch [74][2320/2505] lr: 3.750e-04, eta: 13:47:56, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8823, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.7380 2020-08-17 08:47:41,863 - mmaction - INFO - Epoch [74][2340/2505] lr: 3.750e-04, eta: 13:47:40, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8849, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.9569 2020-08-17 08:47:57,453 - mmaction - INFO - Epoch [74][2360/2505] lr: 3.750e-04, eta: 13:47:25, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8885, loss_cls: 1.1261, loss: 1.1261, grad_norm: 8.4852 2020-08-17 08:48:12,171 - mmaction - INFO - Epoch [74][2380/2505] lr: 3.750e-04, eta: 13:47:10, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1746, loss: 1.1746, grad_norm: 8.9472 2020-08-17 08:48:27,323 - mmaction - INFO - Epoch [74][2400/2505] lr: 3.750e-04, eta: 13:46:55, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8911, loss_cls: 1.1163, loss: 1.1163, grad_norm: 8.6387 2020-08-17 08:48:42,064 - mmaction - INFO - Epoch [74][2420/2505] lr: 3.750e-04, eta: 13:46:39, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8797, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.9887 2020-08-17 08:48:56,373 - mmaction - INFO - Epoch [74][2440/2505] lr: 3.750e-04, eta: 13:46:24, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8687, loss_cls: 1.2500, loss: 1.2500, grad_norm: 9.2494 2020-08-17 08:49:11,480 - mmaction - INFO - Epoch [74][2460/2505] lr: 3.750e-04, eta: 13:46:09, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8922, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.5225 2020-08-17 08:49:26,068 - mmaction - INFO - Epoch [74][2480/2505] lr: 3.750e-04, eta: 13:45:53, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8964, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.7337 2020-08-17 08:49:40,792 - mmaction - INFO - Epoch [74][2500/2505] lr: 3.750e-04, eta: 13:45:38, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8865, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.8872 2020-08-17 08:49:45,298 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-08-17 08:50:06,051 - mmaction - INFO - Epoch [75][20/2505] lr: 3.750e-04, eta: 13:45:19, time: 1.018, data_time: 0.404, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8875, loss_cls: 1.1472, loss: 1.1472, grad_norm: 8.7181 2020-08-17 08:50:19,128 - mmaction - INFO - Epoch [75][40/2505] lr: 3.750e-04, eta: 13:45:03, time: 0.654, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8807, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.7064 2020-08-17 08:50:34,862 - mmaction - INFO - Epoch [75][60/2505] lr: 3.750e-04, eta: 13:44:48, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.1051, loss: 1.1051, grad_norm: 8.3903 2020-08-17 08:50:48,637 - mmaction - INFO - Epoch [75][80/2505] lr: 3.750e-04, eta: 13:44:32, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8865, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.0812 2020-08-17 08:51:04,058 - mmaction - INFO - Epoch [75][100/2505] lr: 3.750e-04, eta: 13:44:17, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8922, loss_cls: 1.1014, loss: 1.1014, grad_norm: 8.5462 2020-08-17 08:51:18,470 - mmaction - INFO - Epoch [75][120/2505] lr: 3.750e-04, eta: 13:44:02, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8932, loss_cls: 1.1130, loss: 1.1130, grad_norm: 8.5652 2020-08-17 08:51:34,607 - mmaction - INFO - Epoch [75][140/2505] lr: 3.750e-04, eta: 13:43:47, time: 0.810, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8766, loss_cls: 1.1644, loss: 1.1644, grad_norm: 8.5676 2020-08-17 08:51:49,538 - mmaction - INFO - Epoch [75][160/2505] lr: 3.750e-04, eta: 13:43:32, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8964, loss_cls: 1.1262, loss: 1.1262, grad_norm: 8.7163 2020-08-17 08:52:04,172 - mmaction - INFO - Epoch [75][180/2505] lr: 3.750e-04, eta: 13:43:16, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8870, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.5639 2020-08-17 08:52:18,645 - mmaction - INFO - Epoch [75][200/2505] lr: 3.750e-04, eta: 13:43:01, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8937, loss_cls: 1.1376, loss: 1.1376, grad_norm: 8.5077 2020-08-17 08:52:34,302 - mmaction - INFO - Epoch [75][220/2505] lr: 3.750e-04, eta: 13:42:46, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8880, loss_cls: 1.1352, loss: 1.1352, grad_norm: 8.5415 2020-08-17 08:52:48,461 - mmaction - INFO - Epoch [75][240/2505] lr: 3.750e-04, eta: 13:42:30, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1405, loss: 1.1405, grad_norm: 8.7877 2020-08-17 08:53:03,508 - mmaction - INFO - Epoch [75][260/2505] lr: 3.750e-04, eta: 13:42:15, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8958, loss_cls: 1.1438, loss: 1.1438, grad_norm: 8.7084 2020-08-17 08:53:18,079 - mmaction - INFO - Epoch [75][280/2505] lr: 3.750e-04, eta: 13:41:59, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8854, loss_cls: 1.1467, loss: 1.1467, grad_norm: 8.6053 2020-08-17 08:53:33,559 - mmaction - INFO - Epoch [75][300/2505] lr: 3.750e-04, eta: 13:41:44, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1218, loss: 1.1218, grad_norm: 8.7635 2020-08-17 08:53:47,776 - mmaction - INFO - Epoch [75][320/2505] lr: 3.750e-04, eta: 13:41:29, time: 0.709, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8839, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.6313 2020-08-17 08:54:03,450 - mmaction - INFO - Epoch [75][340/2505] lr: 3.750e-04, eta: 13:41:14, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8891, loss_cls: 1.1299, loss: 1.1299, grad_norm: 8.5262 2020-08-17 08:54:17,619 - mmaction - INFO - Epoch [75][360/2505] lr: 3.750e-04, eta: 13:40:58, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8885, loss_cls: 1.1349, loss: 1.1349, grad_norm: 8.7756 2020-08-17 08:54:32,078 - mmaction - INFO - Epoch [75][380/2505] lr: 3.750e-04, eta: 13:40:43, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8844, loss_cls: 1.1401, loss: 1.1401, grad_norm: 8.6897 2020-08-17 08:54:47,639 - mmaction - INFO - Epoch [75][400/2505] lr: 3.750e-04, eta: 13:40:28, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.9000, loss_cls: 1.1263, loss: 1.1263, grad_norm: 8.7246 2020-08-17 08:55:02,232 - mmaction - INFO - Epoch [75][420/2505] lr: 3.750e-04, eta: 13:40:12, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8927, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.6778 2020-08-17 08:55:16,843 - mmaction - INFO - Epoch [75][440/2505] lr: 3.750e-04, eta: 13:39:57, time: 0.732, data_time: 0.003, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8917, loss_cls: 1.1310, loss: 1.1310, grad_norm: 8.6745 2020-08-17 08:55:33,663 - mmaction - INFO - Epoch [75][460/2505] lr: 3.750e-04, eta: 13:39:42, time: 0.839, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8828, loss_cls: 1.1267, loss: 1.1267, grad_norm: 8.3617 2020-08-17 08:55:47,934 - mmaction - INFO - Epoch [75][480/2505] lr: 3.750e-04, eta: 13:39:27, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8818, loss_cls: 1.1375, loss: 1.1375, grad_norm: 8.5258 2020-08-17 08:56:03,052 - mmaction - INFO - Epoch [75][500/2505] lr: 3.750e-04, eta: 13:39:11, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2366, loss: 1.2366, grad_norm: 8.9150 2020-08-17 08:56:17,560 - mmaction - INFO - Epoch [75][520/2505] lr: 3.750e-04, eta: 13:38:56, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8792, loss_cls: 1.1741, loss: 1.1741, grad_norm: 8.7140 2020-08-17 08:56:31,879 - mmaction - INFO - Epoch [75][540/2505] lr: 3.750e-04, eta: 13:38:40, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8891, loss_cls: 1.1143, loss: 1.1143, grad_norm: 8.3562 2020-08-17 08:56:46,727 - mmaction - INFO - Epoch [75][560/2505] lr: 3.750e-04, eta: 13:38:25, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8958, loss_cls: 1.1052, loss: 1.1052, grad_norm: 8.6563 2020-08-17 08:57:01,739 - mmaction - INFO - Epoch [75][580/2505] lr: 3.750e-04, eta: 13:38:10, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8854, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.8935 2020-08-17 08:57:16,832 - mmaction - INFO - Epoch [75][600/2505] lr: 3.750e-04, eta: 13:37:54, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8823, loss_cls: 1.1585, loss: 1.1585, grad_norm: 8.6708 2020-08-17 08:57:31,626 - mmaction - INFO - Epoch [75][620/2505] lr: 3.750e-04, eta: 13:37:39, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9016, loss_cls: 1.0689, loss: 1.0689, grad_norm: 8.4541 2020-08-17 08:57:46,149 - mmaction - INFO - Epoch [75][640/2505] lr: 3.750e-04, eta: 13:37:24, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8885, loss_cls: 1.1194, loss: 1.1194, grad_norm: 8.6075 2020-08-17 08:58:00,920 - mmaction - INFO - Epoch [75][660/2505] lr: 3.750e-04, eta: 13:37:08, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8828, loss_cls: 1.1728, loss: 1.1728, grad_norm: 8.8876 2020-08-17 08:58:15,710 - mmaction - INFO - Epoch [75][680/2505] lr: 3.750e-04, eta: 13:36:53, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8849, loss_cls: 1.1715, loss: 1.1715, grad_norm: 8.8228 2020-08-17 08:58:30,600 - mmaction - INFO - Epoch [75][700/2505] lr: 3.750e-04, eta: 13:36:38, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8865, loss_cls: 1.1627, loss: 1.1627, grad_norm: 8.8015 2020-08-17 08:58:45,839 - mmaction - INFO - Epoch [75][720/2505] lr: 3.750e-04, eta: 13:36:22, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8865, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.7497 2020-08-17 08:59:01,130 - mmaction - INFO - Epoch [75][740/2505] lr: 3.750e-04, eta: 13:36:07, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8943, loss_cls: 1.1209, loss: 1.1209, grad_norm: 8.5068 2020-08-17 08:59:15,952 - mmaction - INFO - Epoch [75][760/2505] lr: 3.750e-04, eta: 13:35:52, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8927, loss_cls: 1.0722, loss: 1.0722, grad_norm: 8.1656 2020-08-17 08:59:31,122 - mmaction - INFO - Epoch [75][780/2505] lr: 3.750e-04, eta: 13:35:37, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1951, loss: 1.1951, grad_norm: 8.8186 2020-08-17 08:59:45,435 - mmaction - INFO - Epoch [75][800/2505] lr: 3.750e-04, eta: 13:35:21, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8802, loss_cls: 1.1506, loss: 1.1506, grad_norm: 8.4851 2020-08-17 09:00:00,162 - mmaction - INFO - Epoch [75][820/2505] lr: 3.750e-04, eta: 13:35:06, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8922, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.6040 2020-08-17 09:00:15,263 - mmaction - INFO - Epoch [75][840/2505] lr: 3.750e-04, eta: 13:34:50, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8865, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.5983 2020-08-17 09:00:29,984 - mmaction - INFO - Epoch [75][860/2505] lr: 3.750e-04, eta: 13:34:35, time: 0.741, data_time: 0.021, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8964, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.6386 2020-08-17 09:00:45,099 - mmaction - INFO - Epoch [75][880/2505] lr: 3.750e-04, eta: 13:34:20, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8943, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.0354 2020-08-17 09:00:59,558 - mmaction - INFO - Epoch [75][900/2505] lr: 3.750e-04, eta: 13:34:04, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8797, loss_cls: 1.2148, loss: 1.2148, grad_norm: 8.9489 2020-08-17 09:01:14,661 - mmaction - INFO - Epoch [75][920/2505] lr: 3.750e-04, eta: 13:33:49, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8839, loss_cls: 1.1939, loss: 1.1939, grad_norm: 8.8805 2020-08-17 09:01:29,829 - mmaction - INFO - Epoch [75][940/2505] lr: 3.750e-04, eta: 13:33:34, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8875, loss_cls: 1.1242, loss: 1.1242, grad_norm: 8.6302 2020-08-17 09:01:44,181 - mmaction - INFO - Epoch [75][960/2505] lr: 3.750e-04, eta: 13:33:18, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9042, loss_cls: 1.0635, loss: 1.0635, grad_norm: 8.5655 2020-08-17 09:01:59,847 - mmaction - INFO - Epoch [75][980/2505] lr: 3.750e-04, eta: 13:33:03, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2216, loss: 1.2216, grad_norm: 9.0800 2020-08-17 09:02:14,802 - mmaction - INFO - Epoch [75][1000/2505] lr: 3.750e-04, eta: 13:32:48, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8927, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.6826 2020-08-17 09:02:29,281 - mmaction - INFO - Epoch [75][1020/2505] lr: 3.750e-04, eta: 13:32:33, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8807, loss_cls: 1.1685, loss: 1.1685, grad_norm: 8.8006 2020-08-17 09:02:44,800 - mmaction - INFO - Epoch [75][1040/2505] lr: 3.750e-04, eta: 13:32:18, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8865, loss_cls: 1.1127, loss: 1.1127, grad_norm: 8.4891 2020-08-17 09:02:59,118 - mmaction - INFO - Epoch [75][1060/2505] lr: 3.750e-04, eta: 13:32:02, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.1217, loss: 1.1217, grad_norm: 8.5883 2020-08-17 09:03:13,605 - mmaction - INFO - Epoch [75][1080/2505] lr: 3.750e-04, eta: 13:31:47, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8974, loss_cls: 1.0785, loss: 1.0785, grad_norm: 8.5521 2020-08-17 09:03:28,466 - mmaction - INFO - Epoch [75][1100/2505] lr: 3.750e-04, eta: 13:31:31, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8766, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.7258 2020-08-17 09:03:44,109 - mmaction - INFO - Epoch [75][1120/2505] lr: 3.750e-04, eta: 13:31:16, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.1499, loss: 1.1499, grad_norm: 8.8145 2020-08-17 09:03:57,894 - mmaction - INFO - Epoch [75][1140/2505] lr: 3.750e-04, eta: 13:31:00, time: 0.689, data_time: 0.002, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8937, loss_cls: 1.1035, loss: 1.1035, grad_norm: 8.4929 2020-08-17 09:04:12,714 - mmaction - INFO - Epoch [75][1160/2505] lr: 3.750e-04, eta: 13:30:45, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8740, loss_cls: 1.2118, loss: 1.2118, grad_norm: 8.8232 2020-08-17 09:04:27,683 - mmaction - INFO - Epoch [75][1180/2505] lr: 3.750e-04, eta: 13:30:30, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8870, loss_cls: 1.1187, loss: 1.1187, grad_norm: 8.7281 2020-08-17 09:04:42,316 - mmaction - INFO - Epoch [75][1200/2505] lr: 3.750e-04, eta: 13:30:14, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8932, loss_cls: 1.1284, loss: 1.1284, grad_norm: 8.7443 2020-08-17 09:04:57,645 - mmaction - INFO - Epoch [75][1220/2505] lr: 3.750e-04, eta: 13:29:59, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8906, loss_cls: 1.1204, loss: 1.1204, grad_norm: 8.8481 2020-08-17 09:05:12,060 - mmaction - INFO - Epoch [75][1240/2505] lr: 3.750e-04, eta: 13:29:44, time: 0.722, data_time: 0.008, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.1054, loss: 1.1054, grad_norm: 8.4244 2020-08-17 09:05:27,961 - mmaction - INFO - Epoch [75][1260/2505] lr: 3.750e-04, eta: 13:29:29, time: 0.793, data_time: 0.003, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8969, loss_cls: 1.0850, loss: 1.0850, grad_norm: 8.3306 2020-08-17 09:05:42,723 - mmaction - INFO - Epoch [75][1280/2505] lr: 3.750e-04, eta: 13:29:13, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8948, loss_cls: 1.1139, loss: 1.1139, grad_norm: 8.5678 2020-08-17 09:05:58,446 - mmaction - INFO - Epoch [75][1300/2505] lr: 3.750e-04, eta: 13:28:58, time: 0.791, data_time: 0.008, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8844, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.7674 2020-08-17 09:06:12,961 - mmaction - INFO - Epoch [75][1320/2505] lr: 3.750e-04, eta: 13:28:43, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6917, top5_acc: 0.8672, loss_cls: 1.2782, loss: 1.2782, grad_norm: 9.2074 2020-08-17 09:06:27,854 - mmaction - INFO - Epoch [75][1340/2505] lr: 3.750e-04, eta: 13:28:28, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8776, loss_cls: 1.2229, loss: 1.2229, grad_norm: 8.9695 2020-08-17 09:06:43,003 - mmaction - INFO - Epoch [75][1360/2505] lr: 3.750e-04, eta: 13:28:12, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8833, loss_cls: 1.1462, loss: 1.1462, grad_norm: 8.5813 2020-08-17 09:06:57,434 - mmaction - INFO - Epoch [75][1380/2505] lr: 3.750e-04, eta: 13:27:57, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8917, loss_cls: 1.1441, loss: 1.1441, grad_norm: 8.7481 2020-08-17 09:07:12,365 - mmaction - INFO - Epoch [75][1400/2505] lr: 3.750e-04, eta: 13:27:42, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8865, loss_cls: 1.1635, loss: 1.1635, grad_norm: 8.7877 2020-08-17 09:07:26,797 - mmaction - INFO - Epoch [75][1420/2505] lr: 3.750e-04, eta: 13:27:26, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.0814 2020-08-17 09:07:41,441 - mmaction - INFO - Epoch [75][1440/2505] lr: 3.750e-04, eta: 13:27:11, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8833, loss_cls: 1.1469, loss: 1.1469, grad_norm: 8.4466 2020-08-17 09:07:56,579 - mmaction - INFO - Epoch [75][1460/2505] lr: 3.750e-04, eta: 13:26:56, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8885, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.6303 2020-08-17 09:08:12,526 - mmaction - INFO - Epoch [75][1480/2505] lr: 3.750e-04, eta: 13:26:41, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8844, loss_cls: 1.1227, loss: 1.1227, grad_norm: 8.5989 2020-08-17 09:08:26,945 - mmaction - INFO - Epoch [75][1500/2505] lr: 3.750e-04, eta: 13:26:25, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1939, loss: 1.1939, grad_norm: 8.6761 2020-08-17 09:08:41,313 - mmaction - INFO - Epoch [75][1520/2505] lr: 3.750e-04, eta: 13:26:10, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8833, loss_cls: 1.1935, loss: 1.1935, grad_norm: 8.9627 2020-08-17 09:08:56,443 - mmaction - INFO - Epoch [75][1540/2505] lr: 3.750e-04, eta: 13:25:54, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8854, loss_cls: 1.1725, loss: 1.1725, grad_norm: 8.7639 2020-08-17 09:09:11,264 - mmaction - INFO - Epoch [75][1560/2505] lr: 3.750e-04, eta: 13:25:39, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8937, loss_cls: 1.1500, loss: 1.1500, grad_norm: 8.9658 2020-08-17 09:09:26,110 - mmaction - INFO - Epoch [75][1580/2505] lr: 3.750e-04, eta: 13:25:24, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8932, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.5988 2020-08-17 09:09:40,766 - mmaction - INFO - Epoch [75][1600/2505] lr: 3.750e-04, eta: 13:25:08, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8958, loss_cls: 1.1359, loss: 1.1359, grad_norm: 8.6793 2020-08-17 09:09:55,739 - mmaction - INFO - Epoch [75][1620/2505] lr: 3.750e-04, eta: 13:24:53, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8833, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.9669 2020-08-17 09:10:10,651 - mmaction - INFO - Epoch [75][1640/2505] lr: 3.750e-04, eta: 13:24:38, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8901, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.7122 2020-08-17 09:10:25,779 - mmaction - INFO - Epoch [75][1660/2505] lr: 3.750e-04, eta: 13:24:23, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8823, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.8131 2020-08-17 09:10:40,638 - mmaction - INFO - Epoch [75][1680/2505] lr: 3.750e-04, eta: 13:24:07, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1204, loss: 1.1204, grad_norm: 8.5253 2020-08-17 09:10:55,122 - mmaction - INFO - Epoch [75][1700/2505] lr: 3.750e-04, eta: 13:23:52, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8953, loss_cls: 1.0828, loss: 1.0828, grad_norm: 8.4135 2020-08-17 09:11:09,826 - mmaction - INFO - Epoch [75][1720/2505] lr: 3.750e-04, eta: 13:23:36, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8911, loss_cls: 1.1461, loss: 1.1461, grad_norm: 8.5873 2020-08-17 09:11:25,616 - mmaction - INFO - Epoch [75][1740/2505] lr: 3.750e-04, eta: 13:23:21, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8880, loss_cls: 1.1294, loss: 1.1294, grad_norm: 8.5721 2020-08-17 09:11:40,813 - mmaction - INFO - Epoch [75][1760/2505] lr: 3.750e-04, eta: 13:23:06, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.6958, top5_acc: 0.8901, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.7011 2020-08-17 09:11:55,609 - mmaction - INFO - Epoch [75][1780/2505] lr: 3.750e-04, eta: 13:22:51, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.9611 2020-08-17 09:12:09,771 - mmaction - INFO - Epoch [75][1800/2505] lr: 3.750e-04, eta: 13:22:35, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.1874, loss: 1.1874, grad_norm: 9.0049 2020-08-17 09:12:24,460 - mmaction - INFO - Epoch [75][1820/2505] lr: 3.750e-04, eta: 13:22:20, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1110, loss: 1.1110, grad_norm: 8.6656 2020-08-17 09:12:39,009 - mmaction - INFO - Epoch [75][1840/2505] lr: 3.750e-04, eta: 13:22:04, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8839, loss_cls: 1.1629, loss: 1.1629, grad_norm: 8.7482 2020-08-17 09:12:53,989 - mmaction - INFO - Epoch [75][1860/2505] lr: 3.750e-04, eta: 13:21:49, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1907, loss: 1.1907, grad_norm: 9.0927 2020-08-17 09:13:08,914 - mmaction - INFO - Epoch [75][1880/2505] lr: 3.750e-04, eta: 13:21:34, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8719, loss_cls: 1.2183, loss: 1.2183, grad_norm: 8.8934 2020-08-17 09:13:23,507 - mmaction - INFO - Epoch [75][1900/2505] lr: 3.750e-04, eta: 13:21:18, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.7246 2020-08-17 09:13:39,154 - mmaction - INFO - Epoch [75][1920/2505] lr: 3.750e-04, eta: 13:21:03, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.8277 2020-08-17 09:13:53,544 - mmaction - INFO - Epoch [75][1940/2505] lr: 3.750e-04, eta: 13:20:48, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8760, loss_cls: 1.2031, loss: 1.2031, grad_norm: 8.8495 2020-08-17 09:14:08,677 - mmaction - INFO - Epoch [75][1960/2505] lr: 3.750e-04, eta: 13:20:33, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8839, loss_cls: 1.1597, loss: 1.1597, grad_norm: 8.7649 2020-08-17 09:14:23,696 - mmaction - INFO - Epoch [75][1980/2505] lr: 3.750e-04, eta: 13:20:17, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1377, loss: 1.1377, grad_norm: 8.5090 2020-08-17 09:14:39,657 - mmaction - INFO - Epoch [75][2000/2505] lr: 3.750e-04, eta: 13:20:02, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8828, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.0585 2020-08-17 09:14:53,835 - mmaction - INFO - Epoch [75][2020/2505] lr: 3.750e-04, eta: 13:19:47, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8745, loss_cls: 1.1836, loss: 1.1836, grad_norm: 8.8235 2020-08-17 09:15:08,897 - mmaction - INFO - Epoch [75][2040/2505] lr: 3.750e-04, eta: 13:19:32, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8771, loss_cls: 1.1849, loss: 1.1849, grad_norm: 8.7524 2020-08-17 09:15:23,126 - mmaction - INFO - Epoch [75][2060/2505] lr: 3.750e-04, eta: 13:19:16, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8802, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.6068 2020-08-17 09:15:38,954 - mmaction - INFO - Epoch [75][2080/2505] lr: 3.750e-04, eta: 13:19:01, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1625, loss: 1.1625, grad_norm: 8.5559 2020-08-17 09:15:53,482 - mmaction - INFO - Epoch [75][2100/2505] lr: 3.750e-04, eta: 13:18:46, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1336, loss: 1.1336, grad_norm: 8.7652 2020-08-17 09:16:07,933 - mmaction - INFO - Epoch [75][2120/2505] lr: 3.750e-04, eta: 13:18:30, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8865, loss_cls: 1.1651, loss: 1.1651, grad_norm: 8.7225 2020-08-17 09:16:22,717 - mmaction - INFO - Epoch [75][2140/2505] lr: 3.750e-04, eta: 13:18:15, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1628, loss: 1.1628, grad_norm: 8.6025 2020-08-17 09:16:38,164 - mmaction - INFO - Epoch [75][2160/2505] lr: 3.750e-04, eta: 13:18:00, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8833, loss_cls: 1.1342, loss: 1.1342, grad_norm: 8.5797 2020-08-17 09:16:52,315 - mmaction - INFO - Epoch [75][2180/2505] lr: 3.750e-04, eta: 13:17:44, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8891, loss_cls: 1.1257, loss: 1.1257, grad_norm: 8.5808 2020-08-17 09:17:08,744 - mmaction - INFO - Epoch [75][2200/2505] lr: 3.750e-04, eta: 13:17:29, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1227, loss: 1.1227, grad_norm: 8.7482 2020-08-17 09:17:23,434 - mmaction - INFO - Epoch [75][2220/2505] lr: 3.750e-04, eta: 13:17:14, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8958, loss_cls: 1.1355, loss: 1.1355, grad_norm: 8.7452 2020-08-17 09:17:37,668 - mmaction - INFO - Epoch [75][2240/2505] lr: 3.750e-04, eta: 13:16:58, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8740, loss_cls: 1.1797, loss: 1.1797, grad_norm: 8.6763 2020-08-17 09:17:52,462 - mmaction - INFO - Epoch [75][2260/2505] lr: 3.750e-04, eta: 13:16:43, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1496, loss: 1.1496, grad_norm: 8.7409 2020-08-17 09:18:07,459 - mmaction - INFO - Epoch [75][2280/2505] lr: 3.750e-04, eta: 13:16:28, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8828, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.8467 2020-08-17 09:18:21,980 - mmaction - INFO - Epoch [75][2300/2505] lr: 3.750e-04, eta: 13:16:12, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8844, loss_cls: 1.1358, loss: 1.1358, grad_norm: 8.7471 2020-08-17 09:18:36,440 - mmaction - INFO - Epoch [75][2320/2505] lr: 3.750e-04, eta: 13:15:57, time: 0.723, data_time: 0.003, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.1033 2020-08-17 09:18:51,216 - mmaction - INFO - Epoch [75][2340/2505] lr: 3.750e-04, eta: 13:15:42, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8865, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.5535 2020-08-17 09:19:06,041 - mmaction - INFO - Epoch [75][2360/2505] lr: 3.750e-04, eta: 13:15:26, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8776, loss_cls: 1.2137, loss: 1.2137, grad_norm: 9.0432 2020-08-17 09:19:20,544 - mmaction - INFO - Epoch [75][2380/2505] lr: 3.750e-04, eta: 13:15:11, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1407, loss: 1.1407, grad_norm: 8.7462 2020-08-17 09:19:35,655 - mmaction - INFO - Epoch [75][2400/2505] lr: 3.750e-04, eta: 13:14:56, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6974, top5_acc: 0.8870, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.7733 2020-08-17 09:19:51,437 - mmaction - INFO - Epoch [75][2420/2505] lr: 3.750e-04, eta: 13:14:40, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8870, loss_cls: 1.1309, loss: 1.1309, grad_norm: 8.7558 2020-08-17 09:20:06,582 - mmaction - INFO - Epoch [75][2440/2505] lr: 3.750e-04, eta: 13:14:25, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8745, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.6572 2020-08-17 09:20:21,199 - mmaction - INFO - Epoch [75][2460/2505] lr: 3.750e-04, eta: 13:14:10, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8818, loss_cls: 1.1412, loss: 1.1412, grad_norm: 8.6727 2020-08-17 09:20:35,941 - mmaction - INFO - Epoch [75][2480/2505] lr: 3.750e-04, eta: 13:13:54, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8792, loss_cls: 1.1804, loss: 1.1804, grad_norm: 8.8411 2020-08-17 09:20:51,415 - mmaction - INFO - Epoch [75][2500/2505] lr: 3.750e-04, eta: 13:13:39, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8979, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.6953 2020-08-17 09:20:54,923 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-08-17 09:21:18,476 - mmaction - INFO - Epoch [76][20/2505] lr: 3.750e-04, eta: 13:13:22, time: 1.147, data_time: 0.526, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8833, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.7188 2020-08-17 09:21:31,870 - mmaction - INFO - Epoch [76][40/2505] lr: 3.750e-04, eta: 13:13:06, time: 0.673, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8953, loss_cls: 1.1158, loss: 1.1158, grad_norm: 8.8652 2020-08-17 09:21:45,845 - mmaction - INFO - Epoch [76][60/2505] lr: 3.750e-04, eta: 13:12:50, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8859, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.2943 2020-08-17 09:22:01,122 - mmaction - INFO - Epoch [76][80/2505] lr: 3.750e-04, eta: 13:12:35, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8854, loss_cls: 1.0946, loss: 1.0946, grad_norm: 8.6655 2020-08-17 09:22:16,005 - mmaction - INFO - Epoch [76][100/2505] lr: 3.750e-04, eta: 13:12:20, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8854, loss_cls: 1.1632, loss: 1.1632, grad_norm: 8.7428 2020-08-17 09:22:30,436 - mmaction - INFO - Epoch [76][120/2505] lr: 3.750e-04, eta: 13:12:04, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.0994, loss: 1.0994, grad_norm: 8.7972 2020-08-17 09:22:45,073 - mmaction - INFO - Epoch [76][140/2505] lr: 3.750e-04, eta: 13:11:49, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8964, loss_cls: 1.0800, loss: 1.0800, grad_norm: 8.4738 2020-08-17 09:23:00,502 - mmaction - INFO - Epoch [76][160/2505] lr: 3.750e-04, eta: 13:11:34, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8839, loss_cls: 1.1416, loss: 1.1416, grad_norm: 8.6051 2020-08-17 09:23:16,997 - mmaction - INFO - Epoch [76][180/2505] lr: 3.750e-04, eta: 13:11:19, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8745, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.7983 2020-08-17 09:23:30,606 - mmaction - INFO - Epoch [76][200/2505] lr: 3.750e-04, eta: 13:11:03, time: 0.681, data_time: 0.004, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8870, loss_cls: 1.0895, loss: 1.0895, grad_norm: 8.2511 2020-08-17 09:23:46,503 - mmaction - INFO - Epoch [76][220/2505] lr: 3.750e-04, eta: 13:10:48, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.6760 2020-08-17 09:24:00,616 - mmaction - INFO - Epoch [76][240/2505] lr: 3.750e-04, eta: 13:10:33, time: 0.704, data_time: 0.002, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8849, loss_cls: 1.1564, loss: 1.1564, grad_norm: 8.7688 2020-08-17 09:24:15,029 - mmaction - INFO - Epoch [76][260/2505] lr: 3.750e-04, eta: 13:10:17, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8870, loss_cls: 1.1404, loss: 1.1404, grad_norm: 8.7778 2020-08-17 09:24:31,152 - mmaction - INFO - Epoch [76][280/2505] lr: 3.750e-04, eta: 13:10:02, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8943, loss_cls: 1.0984, loss: 1.0984, grad_norm: 8.4846 2020-08-17 09:24:45,421 - mmaction - INFO - Epoch [76][300/2505] lr: 3.750e-04, eta: 13:09:47, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8839, loss_cls: 1.1524, loss: 1.1524, grad_norm: 8.6321 2020-08-17 09:25:01,966 - mmaction - INFO - Epoch [76][320/2505] lr: 3.750e-04, eta: 13:09:32, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8932, loss_cls: 1.1232, loss: 1.1232, grad_norm: 8.4854 2020-08-17 09:25:16,072 - mmaction - INFO - Epoch [76][340/2505] lr: 3.750e-04, eta: 13:09:17, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1696, loss: 1.1696, grad_norm: 8.8671 2020-08-17 09:25:31,713 - mmaction - INFO - Epoch [76][360/2505] lr: 3.750e-04, eta: 13:09:01, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.5661 2020-08-17 09:25:45,449 - mmaction - INFO - Epoch [76][380/2505] lr: 3.750e-04, eta: 13:08:46, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8833, loss_cls: 1.2091, loss: 1.2091, grad_norm: 8.9352 2020-08-17 09:25:59,847 - mmaction - INFO - Epoch [76][400/2505] lr: 3.750e-04, eta: 13:08:30, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8844, loss_cls: 1.1776, loss: 1.1776, grad_norm: 8.8880 2020-08-17 09:26:14,618 - mmaction - INFO - Epoch [76][420/2505] lr: 3.750e-04, eta: 13:08:15, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8802, loss_cls: 1.1619, loss: 1.1619, grad_norm: 8.7301 2020-08-17 09:26:29,738 - mmaction - INFO - Epoch [76][440/2505] lr: 3.750e-04, eta: 13:08:00, time: 0.756, data_time: 0.008, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1484, loss: 1.1484, grad_norm: 8.7615 2020-08-17 09:26:45,362 - mmaction - INFO - Epoch [76][460/2505] lr: 3.750e-04, eta: 13:07:45, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8818, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.8410 2020-08-17 09:26:59,880 - mmaction - INFO - Epoch [76][480/2505] lr: 3.750e-04, eta: 13:07:29, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0878, loss: 1.0878, grad_norm: 8.5053 2020-08-17 09:27:14,805 - mmaction - INFO - Epoch [76][500/2505] lr: 3.750e-04, eta: 13:07:14, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8849, loss_cls: 1.2086, loss: 1.2086, grad_norm: 9.0348 2020-08-17 09:27:29,170 - mmaction - INFO - Epoch [76][520/2505] lr: 3.750e-04, eta: 13:06:58, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8911, loss_cls: 1.1360, loss: 1.1360, grad_norm: 8.7473 2020-08-17 09:27:43,820 - mmaction - INFO - Epoch [76][540/2505] lr: 3.750e-04, eta: 13:06:43, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8818, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.6024 2020-08-17 09:27:59,033 - mmaction - INFO - Epoch [76][560/2505] lr: 3.750e-04, eta: 13:06:28, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8854, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.0075 2020-08-17 09:28:14,146 - mmaction - INFO - Epoch [76][580/2505] lr: 3.750e-04, eta: 13:06:13, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8760, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.1156 2020-08-17 09:28:28,539 - mmaction - INFO - Epoch [76][600/2505] lr: 3.750e-04, eta: 13:05:57, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8755, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.7982 2020-08-17 09:28:43,353 - mmaction - INFO - Epoch [76][620/2505] lr: 3.750e-04, eta: 13:05:42, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8844, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.4527 2020-08-17 09:28:59,181 - mmaction - INFO - Epoch [76][640/2505] lr: 3.750e-04, eta: 13:05:27, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1282, loss: 1.1282, grad_norm: 8.6277 2020-08-17 09:29:13,583 - mmaction - INFO - Epoch [76][660/2505] lr: 3.750e-04, eta: 13:05:11, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8849, loss_cls: 1.1244, loss: 1.1244, grad_norm: 8.7004 2020-08-17 09:29:28,136 - mmaction - INFO - Epoch [76][680/2505] lr: 3.750e-04, eta: 13:04:56, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8937, loss_cls: 1.1484, loss: 1.1484, grad_norm: 8.7097 2020-08-17 09:29:42,930 - mmaction - INFO - Epoch [76][700/2505] lr: 3.750e-04, eta: 13:04:41, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8781, loss_cls: 1.1915, loss: 1.1915, grad_norm: 8.8208 2020-08-17 09:29:57,785 - mmaction - INFO - Epoch [76][720/2505] lr: 3.750e-04, eta: 13:04:25, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8958, loss_cls: 1.1117, loss: 1.1117, grad_norm: 8.7562 2020-08-17 09:30:13,474 - mmaction - INFO - Epoch [76][740/2505] lr: 3.750e-04, eta: 13:04:10, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1268, loss: 1.1268, grad_norm: 8.6550 2020-08-17 09:30:28,156 - mmaction - INFO - Epoch [76][760/2505] lr: 3.750e-04, eta: 13:03:55, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8964, loss_cls: 1.0734, loss: 1.0734, grad_norm: 8.5009 2020-08-17 09:30:42,849 - mmaction - INFO - Epoch [76][780/2505] lr: 3.750e-04, eta: 13:03:39, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8896, loss_cls: 1.1285, loss: 1.1285, grad_norm: 8.7924 2020-08-17 09:30:58,419 - mmaction - INFO - Epoch [76][800/2505] lr: 3.750e-04, eta: 13:03:24, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8901, loss_cls: 1.1126, loss: 1.1126, grad_norm: 8.5650 2020-08-17 09:31:13,504 - mmaction - INFO - Epoch [76][820/2505] lr: 3.750e-04, eta: 13:03:09, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8932, loss_cls: 1.1347, loss: 1.1347, grad_norm: 8.7476 2020-08-17 09:31:27,780 - mmaction - INFO - Epoch [76][840/2505] lr: 3.750e-04, eta: 13:02:54, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8844, loss_cls: 1.1325, loss: 1.1325, grad_norm: 8.6597 2020-08-17 09:31:42,484 - mmaction - INFO - Epoch [76][860/2505] lr: 3.750e-04, eta: 13:02:38, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1331, loss: 1.1331, grad_norm: 8.7673 2020-08-17 09:31:58,634 - mmaction - INFO - Epoch [76][880/2505] lr: 3.750e-04, eta: 13:02:23, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8922, loss_cls: 1.1450, loss: 1.1450, grad_norm: 9.0771 2020-08-17 09:32:13,709 - mmaction - INFO - Epoch [76][900/2505] lr: 3.750e-04, eta: 13:02:08, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8937, loss_cls: 1.1258, loss: 1.1258, grad_norm: 8.5553 2020-08-17 09:32:28,211 - mmaction - INFO - Epoch [76][920/2505] lr: 3.750e-04, eta: 13:01:53, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0974, loss: 1.0974, grad_norm: 8.5970 2020-08-17 09:32:42,876 - mmaction - INFO - Epoch [76][940/2505] lr: 3.750e-04, eta: 13:01:37, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8833, loss_cls: 1.1510, loss: 1.1510, grad_norm: 8.7577 2020-08-17 09:32:57,992 - mmaction - INFO - Epoch [76][960/2505] lr: 3.750e-04, eta: 13:01:22, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8927, loss_cls: 1.1197, loss: 1.1197, grad_norm: 8.4138 2020-08-17 09:33:14,245 - mmaction - INFO - Epoch [76][980/2505] lr: 3.750e-04, eta: 13:01:07, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0957, loss: 1.0957, grad_norm: 8.7321 2020-08-17 09:33:28,431 - mmaction - INFO - Epoch [76][1000/2505] lr: 3.750e-04, eta: 13:00:52, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8901, loss_cls: 1.1427, loss: 1.1427, grad_norm: 8.8159 2020-08-17 09:33:43,541 - mmaction - INFO - Epoch [76][1020/2505] lr: 3.750e-04, eta: 13:00:36, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1614, loss: 1.1614, grad_norm: 8.6524 2020-08-17 09:33:58,497 - mmaction - INFO - Epoch [76][1040/2505] lr: 3.750e-04, eta: 13:00:21, time: 0.747, data_time: 0.001, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.1293, loss: 1.1293, grad_norm: 8.6638 2020-08-17 09:34:13,529 - mmaction - INFO - Epoch [76][1060/2505] lr: 3.750e-04, eta: 13:00:06, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6948, top5_acc: 0.8797, loss_cls: 1.2345, loss: 1.2345, grad_norm: 8.9361 2020-08-17 09:34:28,060 - mmaction - INFO - Epoch [76][1080/2505] lr: 3.750e-04, eta: 12:59:50, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8677, loss_cls: 1.2378, loss: 1.2378, grad_norm: 9.0819 2020-08-17 09:34:45,207 - mmaction - INFO - Epoch [76][1100/2505] lr: 3.750e-04, eta: 12:59:36, time: 0.855, data_time: 0.005, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8792, loss_cls: 1.1812, loss: 1.1812, grad_norm: 8.7509 2020-08-17 09:34:59,656 - mmaction - INFO - Epoch [76][1120/2505] lr: 3.750e-04, eta: 12:59:20, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8922, loss_cls: 1.1324, loss: 1.1324, grad_norm: 8.6583 2020-08-17 09:35:14,886 - mmaction - INFO - Epoch [76][1140/2505] lr: 3.750e-04, eta: 12:59:05, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8745, loss_cls: 1.2093, loss: 1.2093, grad_norm: 8.9202 2020-08-17 09:35:29,193 - mmaction - INFO - Epoch [76][1160/2505] lr: 3.750e-04, eta: 12:58:50, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8875, loss_cls: 1.1515, loss: 1.1515, grad_norm: 8.7054 2020-08-17 09:35:43,865 - mmaction - INFO - Epoch [76][1180/2505] lr: 3.750e-04, eta: 12:58:34, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.0930, loss: 1.0930, grad_norm: 8.4851 2020-08-17 09:35:58,533 - mmaction - INFO - Epoch [76][1200/2505] lr: 3.750e-04, eta: 12:58:19, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8823, loss_cls: 1.1823, loss: 1.1823, grad_norm: 8.8909 2020-08-17 09:36:13,835 - mmaction - INFO - Epoch [76][1220/2505] lr: 3.750e-04, eta: 12:58:04, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8969, loss_cls: 1.1023, loss: 1.1023, grad_norm: 8.5030 2020-08-17 09:36:28,742 - mmaction - INFO - Epoch [76][1240/2505] lr: 3.750e-04, eta: 12:57:48, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.1069, loss: 1.1069, grad_norm: 8.5061 2020-08-17 09:36:43,756 - mmaction - INFO - Epoch [76][1260/2505] lr: 3.750e-04, eta: 12:57:33, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8854, loss_cls: 1.1525, loss: 1.1525, grad_norm: 8.7298 2020-08-17 09:36:58,554 - mmaction - INFO - Epoch [76][1280/2505] lr: 3.750e-04, eta: 12:57:18, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8906, loss_cls: 1.0787, loss: 1.0787, grad_norm: 8.5246 2020-08-17 09:37:13,812 - mmaction - INFO - Epoch [76][1300/2505] lr: 3.750e-04, eta: 12:57:03, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8828, loss_cls: 1.1386, loss: 1.1386, grad_norm: 8.7313 2020-08-17 09:37:28,355 - mmaction - INFO - Epoch [76][1320/2505] lr: 3.750e-04, eta: 12:56:47, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8932, loss_cls: 1.1445, loss: 1.1445, grad_norm: 8.8837 2020-08-17 09:37:42,997 - mmaction - INFO - Epoch [76][1340/2505] lr: 3.750e-04, eta: 12:56:32, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8854, loss_cls: 1.1391, loss: 1.1391, grad_norm: 8.5417 2020-08-17 09:37:57,985 - mmaction - INFO - Epoch [76][1360/2505] lr: 3.750e-04, eta: 12:56:17, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9005, loss_cls: 1.0715, loss: 1.0715, grad_norm: 8.4683 2020-08-17 09:38:12,925 - mmaction - INFO - Epoch [76][1380/2505] lr: 3.750e-04, eta: 12:56:01, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8823, loss_cls: 1.1483, loss: 1.1483, grad_norm: 8.6204 2020-08-17 09:38:28,691 - mmaction - INFO - Epoch [76][1400/2505] lr: 3.750e-04, eta: 12:55:46, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8854, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.7541 2020-08-17 09:38:43,052 - mmaction - INFO - Epoch [76][1420/2505] lr: 3.750e-04, eta: 12:55:31, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8813, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.1253 2020-08-17 09:38:58,273 - mmaction - INFO - Epoch [76][1440/2505] lr: 3.750e-04, eta: 12:55:16, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.8222 2020-08-17 09:39:12,869 - mmaction - INFO - Epoch [76][1460/2505] lr: 3.750e-04, eta: 12:55:00, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8927, loss_cls: 1.1544, loss: 1.1544, grad_norm: 8.7909 2020-08-17 09:39:27,496 - mmaction - INFO - Epoch [76][1480/2505] lr: 3.750e-04, eta: 12:54:45, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8917, loss_cls: 1.0902, loss: 1.0902, grad_norm: 8.5962 2020-08-17 09:39:42,599 - mmaction - INFO - Epoch [76][1500/2505] lr: 3.750e-04, eta: 12:54:30, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8797, loss_cls: 1.1963, loss: 1.1963, grad_norm: 8.7272 2020-08-17 09:39:57,371 - mmaction - INFO - Epoch [76][1520/2505] lr: 3.750e-04, eta: 12:54:14, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1550, loss: 1.1550, grad_norm: 8.9101 2020-08-17 09:40:12,493 - mmaction - INFO - Epoch [76][1540/2505] lr: 3.750e-04, eta: 12:53:59, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8849, loss_cls: 1.1692, loss: 1.1692, grad_norm: 9.0680 2020-08-17 09:40:27,290 - mmaction - INFO - Epoch [76][1560/2505] lr: 3.750e-04, eta: 12:53:44, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8745, loss_cls: 1.2264, loss: 1.2264, grad_norm: 9.1834 2020-08-17 09:40:43,653 - mmaction - INFO - Epoch [76][1580/2505] lr: 3.750e-04, eta: 12:53:29, time: 0.820, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8792, loss_cls: 1.1886, loss: 1.1886, grad_norm: 8.8572 2020-08-17 09:40:57,471 - mmaction - INFO - Epoch [76][1600/2505] lr: 3.750e-04, eta: 12:53:13, time: 0.689, data_time: 0.004, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1908, loss: 1.1908, grad_norm: 8.8845 2020-08-17 09:41:12,604 - mmaction - INFO - Epoch [76][1620/2505] lr: 3.750e-04, eta: 12:52:58, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8885, loss_cls: 1.1386, loss: 1.1386, grad_norm: 8.5965 2020-08-17 09:41:27,136 - mmaction - INFO - Epoch [76][1640/2505] lr: 3.750e-04, eta: 12:52:42, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8849, loss_cls: 1.1786, loss: 1.1786, grad_norm: 8.9330 2020-08-17 09:41:42,902 - mmaction - INFO - Epoch [76][1660/2505] lr: 3.750e-04, eta: 12:52:27, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.1745, loss: 1.1745, grad_norm: 8.7144 2020-08-17 09:41:58,247 - mmaction - INFO - Epoch [76][1680/2505] lr: 3.750e-04, eta: 12:52:12, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8802, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.9960 2020-08-17 09:42:12,281 - mmaction - INFO - Epoch [76][1700/2505] lr: 3.750e-04, eta: 12:51:57, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.0948, loss: 1.0948, grad_norm: 8.5645 2020-08-17 09:42:27,766 - mmaction - INFO - Epoch [76][1720/2505] lr: 3.750e-04, eta: 12:51:42, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8792, loss_cls: 1.1620, loss: 1.1620, grad_norm: 8.6221 2020-08-17 09:42:42,012 - mmaction - INFO - Epoch [76][1740/2505] lr: 3.750e-04, eta: 12:51:26, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6995, top5_acc: 0.8745, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.0306 2020-08-17 09:42:57,192 - mmaction - INFO - Epoch [76][1760/2505] lr: 3.750e-04, eta: 12:51:11, time: 0.759, data_time: 0.009, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.7124 2020-08-17 09:43:12,450 - mmaction - INFO - Epoch [76][1780/2505] lr: 3.750e-04, eta: 12:50:56, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8901, loss_cls: 1.1308, loss: 1.1308, grad_norm: 8.6211 2020-08-17 09:43:27,627 - mmaction - INFO - Epoch [76][1800/2505] lr: 3.750e-04, eta: 12:50:40, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8844, loss_cls: 1.1919, loss: 1.1919, grad_norm: 8.8586 2020-08-17 09:43:42,119 - mmaction - INFO - Epoch [76][1820/2505] lr: 3.750e-04, eta: 12:50:25, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8849, loss_cls: 1.1067, loss: 1.1067, grad_norm: 8.5053 2020-08-17 09:43:56,864 - mmaction - INFO - Epoch [76][1840/2505] lr: 3.750e-04, eta: 12:50:10, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8807, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.8208 2020-08-17 09:44:12,433 - mmaction - INFO - Epoch [76][1860/2505] lr: 3.750e-04, eta: 12:49:55, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.7561 2020-08-17 09:44:27,989 - mmaction - INFO - Epoch [76][1880/2505] lr: 3.750e-04, eta: 12:49:39, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.0432 2020-08-17 09:44:42,320 - mmaction - INFO - Epoch [76][1900/2505] lr: 3.750e-04, eta: 12:49:24, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8990, loss_cls: 1.0793, loss: 1.0793, grad_norm: 8.5969 2020-08-17 09:44:57,496 - mmaction - INFO - Epoch [76][1920/2505] lr: 3.750e-04, eta: 12:49:09, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8813, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.7846 2020-08-17 09:45:12,325 - mmaction - INFO - Epoch [76][1940/2505] lr: 3.750e-04, eta: 12:48:53, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8901, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.8298 2020-08-17 09:45:27,242 - mmaction - INFO - Epoch [76][1960/2505] lr: 3.750e-04, eta: 12:48:38, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.9720 2020-08-17 09:45:42,696 - mmaction - INFO - Epoch [76][1980/2505] lr: 3.750e-04, eta: 12:48:23, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8807, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.7840 2020-08-17 09:45:56,736 - mmaction - INFO - Epoch [76][2000/2505] lr: 3.750e-04, eta: 12:48:07, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8911, loss_cls: 1.1346, loss: 1.1346, grad_norm: 8.8218 2020-08-17 09:46:12,508 - mmaction - INFO - Epoch [76][2020/2505] lr: 3.750e-04, eta: 12:47:52, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8932, loss_cls: 1.1305, loss: 1.1305, grad_norm: 8.8279 2020-08-17 09:46:27,425 - mmaction - INFO - Epoch [76][2040/2505] lr: 3.750e-04, eta: 12:47:37, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8875, loss_cls: 1.1213, loss: 1.1213, grad_norm: 8.6208 2020-08-17 09:46:42,353 - mmaction - INFO - Epoch [76][2060/2505] lr: 3.750e-04, eta: 12:47:22, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8797, loss_cls: 1.2110, loss: 1.2110, grad_norm: 9.2386 2020-08-17 09:46:56,987 - mmaction - INFO - Epoch [76][2080/2505] lr: 3.750e-04, eta: 12:47:06, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8937, loss_cls: 1.1387, loss: 1.1387, grad_norm: 8.9818 2020-08-17 09:47:12,165 - mmaction - INFO - Epoch [76][2100/2505] lr: 3.750e-04, eta: 12:46:51, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2104, loss: 1.2104, grad_norm: 9.1434 2020-08-17 09:47:27,743 - mmaction - INFO - Epoch [76][2120/2505] lr: 3.750e-04, eta: 12:46:36, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7026, top5_acc: 0.8854, loss_cls: 1.1838, loss: 1.1838, grad_norm: 8.9599 2020-08-17 09:47:42,166 - mmaction - INFO - Epoch [76][2140/2505] lr: 3.750e-04, eta: 12:46:21, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8844, loss_cls: 1.1874, loss: 1.1874, grad_norm: 8.9722 2020-08-17 09:47:57,593 - mmaction - INFO - Epoch [76][2160/2505] lr: 3.750e-04, eta: 12:46:06, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8849, loss_cls: 1.1166, loss: 1.1166, grad_norm: 8.4905 2020-08-17 09:48:12,046 - mmaction - INFO - Epoch [76][2180/2505] lr: 3.750e-04, eta: 12:45:50, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.7104, top5_acc: 0.9005, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.1010 2020-08-17 09:48:26,646 - mmaction - INFO - Epoch [76][2200/2505] lr: 3.750e-04, eta: 12:45:35, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8870, loss_cls: 1.1724, loss: 1.1724, grad_norm: 8.7625 2020-08-17 09:48:42,581 - mmaction - INFO - Epoch [76][2220/2505] lr: 3.750e-04, eta: 12:45:20, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8729, loss_cls: 1.2026, loss: 1.2026, grad_norm: 9.0479 2020-08-17 09:48:57,376 - mmaction - INFO - Epoch [76][2240/2505] lr: 3.750e-04, eta: 12:45:04, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1818, loss: 1.1818, grad_norm: 8.7066 2020-08-17 09:49:11,467 - mmaction - INFO - Epoch [76][2260/2505] lr: 3.750e-04, eta: 12:44:49, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8812, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.1744 2020-08-17 09:49:26,529 - mmaction - INFO - Epoch [76][2280/2505] lr: 3.750e-04, eta: 12:44:34, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8927, loss_cls: 1.1564, loss: 1.1564, grad_norm: 8.8290 2020-08-17 09:49:42,985 - mmaction - INFO - Epoch [76][2300/2505] lr: 3.750e-04, eta: 12:44:19, time: 0.825, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8875, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.6020 2020-08-17 09:49:58,201 - mmaction - INFO - Epoch [76][2320/2505] lr: 3.750e-04, eta: 12:44:04, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8833, loss_cls: 1.1731, loss: 1.1731, grad_norm: 9.0095 2020-08-17 09:50:12,543 - mmaction - INFO - Epoch [76][2340/2505] lr: 3.750e-04, eta: 12:43:48, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.6938, top5_acc: 0.8682, loss_cls: 1.2491, loss: 1.2491, grad_norm: 9.3112 2020-08-17 09:50:27,272 - mmaction - INFO - Epoch [76][2360/2505] lr: 3.750e-04, eta: 12:43:33, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8818, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.6744 2020-08-17 09:50:42,481 - mmaction - INFO - Epoch [76][2380/2505] lr: 3.750e-04, eta: 12:43:18, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1609, loss: 1.1609, grad_norm: 8.8927 2020-08-17 09:50:56,773 - mmaction - INFO - Epoch [76][2400/2505] lr: 3.750e-04, eta: 12:43:02, time: 0.715, data_time: 0.001, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8833, loss_cls: 1.1562, loss: 1.1562, grad_norm: 8.9142 2020-08-17 09:51:12,848 - mmaction - INFO - Epoch [76][2420/2505] lr: 3.750e-04, eta: 12:42:47, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8885, loss_cls: 1.1455, loss: 1.1455, grad_norm: 8.7386 2020-08-17 09:51:27,463 - mmaction - INFO - Epoch [76][2440/2505] lr: 3.750e-04, eta: 12:42:32, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0698, loss: 1.0698, grad_norm: 8.5435 2020-08-17 09:51:42,212 - mmaction - INFO - Epoch [76][2460/2505] lr: 3.750e-04, eta: 12:42:16, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8927, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.7856 2020-08-17 09:51:56,745 - mmaction - INFO - Epoch [76][2480/2505] lr: 3.750e-04, eta: 12:42:01, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8901, loss_cls: 1.1355, loss: 1.1355, grad_norm: 8.7048 2020-08-17 09:52:11,523 - mmaction - INFO - Epoch [76][2500/2505] lr: 3.750e-04, eta: 12:41:46, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1555, loss: 1.1555, grad_norm: 8.7870 2020-08-17 09:52:15,117 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-08-17 09:52:35,989 - mmaction - INFO - Epoch [77][20/2505] lr: 3.750e-04, eta: 12:41:27, time: 1.020, data_time: 0.402, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.2119, loss: 1.2119, grad_norm: 9.2618 2020-08-17 09:52:49,794 - mmaction - INFO - Epoch [77][40/2505] lr: 3.750e-04, eta: 12:41:12, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8667, loss_cls: 1.2381, loss: 1.2381, grad_norm: 8.9886 2020-08-17 09:53:04,332 - mmaction - INFO - Epoch [77][60/2505] lr: 3.750e-04, eta: 12:40:56, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8833, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.4431 2020-08-17 09:53:19,295 - mmaction - INFO - Epoch [77][80/2505] lr: 3.750e-04, eta: 12:40:41, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8813, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.6445 2020-08-17 09:53:36,197 - mmaction - INFO - Epoch [77][100/2505] lr: 3.750e-04, eta: 12:40:26, time: 0.842, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1501, loss: 1.1501, grad_norm: 8.7765 2020-08-17 09:53:50,021 - mmaction - INFO - Epoch [77][120/2505] lr: 3.750e-04, eta: 12:40:11, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8948, loss_cls: 1.0796, loss: 1.0796, grad_norm: 8.6528 2020-08-17 09:54:04,477 - mmaction - INFO - Epoch [77][140/2505] lr: 3.750e-04, eta: 12:39:55, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8896, loss_cls: 1.1173, loss: 1.1173, grad_norm: 8.5656 2020-08-17 09:54:19,147 - mmaction - INFO - Epoch [77][160/2505] lr: 3.750e-04, eta: 12:39:40, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8849, loss_cls: 1.1243, loss: 1.1243, grad_norm: 8.6774 2020-08-17 09:54:34,447 - mmaction - INFO - Epoch [77][180/2505] lr: 3.750e-04, eta: 12:39:25, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8969, loss_cls: 1.1015, loss: 1.1015, grad_norm: 8.7214 2020-08-17 09:54:49,066 - mmaction - INFO - Epoch [77][200/2505] lr: 3.750e-04, eta: 12:39:09, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8937, loss_cls: 1.0746, loss: 1.0746, grad_norm: 8.3253 2020-08-17 09:55:04,133 - mmaction - INFO - Epoch [77][220/2505] lr: 3.750e-04, eta: 12:38:54, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8901, loss_cls: 1.1185, loss: 1.1185, grad_norm: 8.8957 2020-08-17 09:55:19,034 - mmaction - INFO - Epoch [77][240/2505] lr: 3.750e-04, eta: 12:38:39, time: 0.745, data_time: 0.002, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8786, loss_cls: 1.1320, loss: 1.1320, grad_norm: 8.7171 2020-08-17 09:55:34,456 - mmaction - INFO - Epoch [77][260/2505] lr: 3.750e-04, eta: 12:38:23, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1194, loss: 1.1194, grad_norm: 8.8897 2020-08-17 09:55:49,176 - mmaction - INFO - Epoch [77][280/2505] lr: 3.750e-04, eta: 12:38:08, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8807, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.8241 2020-08-17 09:56:04,415 - mmaction - INFO - Epoch [77][300/2505] lr: 3.750e-04, eta: 12:37:53, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8891, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.7918 2020-08-17 09:56:18,890 - mmaction - INFO - Epoch [77][320/2505] lr: 3.750e-04, eta: 12:37:37, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1733, loss: 1.1733, grad_norm: 8.8042 2020-08-17 09:56:34,089 - mmaction - INFO - Epoch [77][340/2505] lr: 3.750e-04, eta: 12:37:22, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8865, loss_cls: 1.1516, loss: 1.1516, grad_norm: 8.6285 2020-08-17 09:56:48,516 - mmaction - INFO - Epoch [77][360/2505] lr: 3.750e-04, eta: 12:37:07, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.2511 2020-08-17 09:57:03,292 - mmaction - INFO - Epoch [77][380/2505] lr: 3.750e-04, eta: 12:36:51, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8839, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.8975 2020-08-17 09:57:18,801 - mmaction - INFO - Epoch [77][400/2505] lr: 3.750e-04, eta: 12:36:36, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8823, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.9517 2020-08-17 09:57:33,818 - mmaction - INFO - Epoch [77][420/2505] lr: 3.750e-04, eta: 12:36:21, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8896, loss_cls: 1.1523, loss: 1.1523, grad_norm: 8.9035 2020-08-17 09:57:48,357 - mmaction - INFO - Epoch [77][440/2505] lr: 3.750e-04, eta: 12:36:06, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8932, loss_cls: 1.1017, loss: 1.1017, grad_norm: 8.6841 2020-08-17 09:58:04,151 - mmaction - INFO - Epoch [77][460/2505] lr: 3.750e-04, eta: 12:35:51, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8901, loss_cls: 1.1215, loss: 1.1215, grad_norm: 8.5286 2020-08-17 09:58:19,245 - mmaction - INFO - Epoch [77][480/2505] lr: 3.750e-04, eta: 12:35:35, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8859, loss_cls: 1.1838, loss: 1.1838, grad_norm: 8.8662 2020-08-17 09:58:34,229 - mmaction - INFO - Epoch [77][500/2505] lr: 3.750e-04, eta: 12:35:20, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1045, loss: 1.1045, grad_norm: 8.7758 2020-08-17 09:58:51,179 - mmaction - INFO - Epoch [77][520/2505] lr: 3.750e-04, eta: 12:35:06, time: 0.844, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8937, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.8046 2020-08-17 09:59:04,631 - mmaction - INFO - Epoch [77][540/2505] lr: 3.750e-04, eta: 12:34:50, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.7791 2020-08-17 09:59:19,551 - mmaction - INFO - Epoch [77][560/2505] lr: 3.750e-04, eta: 12:34:34, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8953, loss_cls: 1.1026, loss: 1.1026, grad_norm: 8.7323 2020-08-17 09:59:34,377 - mmaction - INFO - Epoch [77][580/2505] lr: 3.750e-04, eta: 12:34:19, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8839, loss_cls: 1.1632, loss: 1.1632, grad_norm: 8.9269 2020-08-17 09:59:49,322 - mmaction - INFO - Epoch [77][600/2505] lr: 3.750e-04, eta: 12:34:04, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8865, loss_cls: 1.1136, loss: 1.1136, grad_norm: 8.5365 2020-08-17 10:00:08,108 - mmaction - INFO - Epoch [77][620/2505] lr: 3.750e-04, eta: 12:33:50, time: 0.932, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1124, loss: 1.1124, grad_norm: 8.5950 2020-08-17 10:00:21,354 - mmaction - INFO - Epoch [77][640/2505] lr: 3.750e-04, eta: 12:33:34, time: 0.670, data_time: 0.014, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8995, loss_cls: 1.0788, loss: 1.0788, grad_norm: 8.5821 2020-08-17 10:00:37,645 - mmaction - INFO - Epoch [77][660/2505] lr: 3.750e-04, eta: 12:33:19, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8880, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.7735 2020-08-17 10:00:51,569 - mmaction - INFO - Epoch [77][680/2505] lr: 3.750e-04, eta: 12:33:04, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8932, loss_cls: 1.0871, loss: 1.0871, grad_norm: 8.5567 2020-08-17 10:01:06,059 - mmaction - INFO - Epoch [77][700/2505] lr: 3.750e-04, eta: 12:32:48, time: 0.725, data_time: 0.002, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8938, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.7067 2020-08-17 10:01:22,419 - mmaction - INFO - Epoch [77][720/2505] lr: 3.750e-04, eta: 12:32:33, time: 0.816, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8974, loss_cls: 1.0812, loss: 1.0812, grad_norm: 8.5932 2020-08-17 10:01:37,101 - mmaction - INFO - Epoch [77][740/2505] lr: 3.750e-04, eta: 12:32:18, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8891, loss_cls: 1.1224, loss: 1.1224, grad_norm: 8.7062 2020-08-17 10:01:51,845 - mmaction - INFO - Epoch [77][760/2505] lr: 3.750e-04, eta: 12:32:03, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.5118 2020-08-17 10:02:07,008 - mmaction - INFO - Epoch [77][780/2505] lr: 3.750e-04, eta: 12:31:47, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8885, loss_cls: 1.1225, loss: 1.1225, grad_norm: 8.5285 2020-08-17 10:02:21,671 - mmaction - INFO - Epoch [77][800/2505] lr: 3.750e-04, eta: 12:31:32, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8964, loss_cls: 1.1373, loss: 1.1373, grad_norm: 8.9129 2020-08-17 10:02:36,804 - mmaction - INFO - Epoch [77][820/2505] lr: 3.750e-04, eta: 12:31:17, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8870, loss_cls: 1.1530, loss: 1.1530, grad_norm: 8.7086 2020-08-17 10:02:51,601 - mmaction - INFO - Epoch [77][840/2505] lr: 3.750e-04, eta: 12:31:01, time: 0.739, data_time: 0.002, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1421, loss: 1.1421, grad_norm: 8.7235 2020-08-17 10:03:06,372 - mmaction - INFO - Epoch [77][860/2505] lr: 3.750e-04, eta: 12:30:46, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8885, loss_cls: 1.1587, loss: 1.1587, grad_norm: 8.8674 2020-08-17 10:03:21,534 - mmaction - INFO - Epoch [77][880/2505] lr: 3.750e-04, eta: 12:30:31, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8729, loss_cls: 1.1971, loss: 1.1971, grad_norm: 8.8278 2020-08-17 10:04:59,187 - mmaction - INFO - Epoch [77][900/2505] lr: 3.750e-04, eta: 12:30:41, time: 4.880, data_time: 4.299, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8932, loss_cls: 1.1339, loss: 1.1339, grad_norm: 8.9524 2020-08-17 10:05:11,211 - mmaction - INFO - Epoch [77][920/2505] lr: 3.750e-04, eta: 12:30:25, time: 0.605, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.0920, loss: 1.0920, grad_norm: 8.6795 2020-08-17 10:05:23,299 - mmaction - INFO - Epoch [77][940/2505] lr: 3.750e-04, eta: 12:30:09, time: 0.602, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8974, loss_cls: 1.1051, loss: 1.1051, grad_norm: 8.8173 2020-08-17 10:05:35,709 - mmaction - INFO - Epoch [77][960/2505] lr: 3.750e-04, eta: 12:29:53, time: 0.622, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8953, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.5323 2020-08-17 10:05:49,092 - mmaction - INFO - Epoch [77][980/2505] lr: 3.750e-04, eta: 12:29:37, time: 0.666, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8823, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.5706 2020-08-17 10:06:03,089 - mmaction - INFO - Epoch [77][1000/2505] lr: 3.750e-04, eta: 12:29:21, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8859, loss_cls: 1.1595, loss: 1.1595, grad_norm: 8.7363 2020-08-17 10:06:17,328 - mmaction - INFO - Epoch [77][1020/2505] lr: 3.750e-04, eta: 12:29:06, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8964, loss_cls: 1.0819, loss: 1.0819, grad_norm: 8.5306 2020-08-17 10:06:32,039 - mmaction - INFO - Epoch [77][1040/2505] lr: 3.750e-04, eta: 12:28:50, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.9000, loss_cls: 1.0830, loss: 1.0830, grad_norm: 8.4613 2020-08-17 10:06:46,492 - mmaction - INFO - Epoch [77][1060/2505] lr: 3.750e-04, eta: 12:28:35, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9000, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.6933 2020-08-17 10:07:00,991 - mmaction - INFO - Epoch [77][1080/2505] lr: 3.750e-04, eta: 12:28:20, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8797, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.8472 2020-08-17 10:07:15,566 - mmaction - INFO - Epoch [77][1100/2505] lr: 3.750e-04, eta: 12:28:04, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.9327 2020-08-17 10:07:30,198 - mmaction - INFO - Epoch [77][1120/2505] lr: 3.750e-04, eta: 12:27:49, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8937, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.7358 2020-08-17 10:07:45,340 - mmaction - INFO - Epoch [77][1140/2505] lr: 3.750e-04, eta: 12:27:34, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8906, loss_cls: 1.1061, loss: 1.1061, grad_norm: 8.8655 2020-08-17 10:08:00,063 - mmaction - INFO - Epoch [77][1160/2505] lr: 3.750e-04, eta: 12:27:18, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8984, loss_cls: 1.1000, loss: 1.1000, grad_norm: 8.8094 2020-08-17 10:08:14,276 - mmaction - INFO - Epoch [77][1180/2505] lr: 3.750e-04, eta: 12:27:03, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9089, loss_cls: 1.0560, loss: 1.0560, grad_norm: 8.3903 2020-08-17 10:08:29,545 - mmaction - INFO - Epoch [77][1200/2505] lr: 3.750e-04, eta: 12:26:48, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1057, loss: 1.1057, grad_norm: 8.9498 2020-08-17 10:08:44,147 - mmaction - INFO - Epoch [77][1220/2505] lr: 3.750e-04, eta: 12:26:32, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8922, loss_cls: 1.1459, loss: 1.1459, grad_norm: 8.9143 2020-08-17 10:08:59,604 - mmaction - INFO - Epoch [77][1240/2505] lr: 3.750e-04, eta: 12:26:17, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8927, loss_cls: 1.1360, loss: 1.1360, grad_norm: 8.7595 2020-08-17 10:09:13,924 - mmaction - INFO - Epoch [77][1260/2505] lr: 3.750e-04, eta: 12:26:01, time: 0.714, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1536, loss: 1.1536, grad_norm: 8.7232 2020-08-17 10:09:28,722 - mmaction - INFO - Epoch [77][1280/2505] lr: 3.750e-04, eta: 12:25:46, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8911, loss_cls: 1.1114, loss: 1.1114, grad_norm: 8.5916 2020-08-17 10:09:43,879 - mmaction - INFO - Epoch [77][1300/2505] lr: 3.750e-04, eta: 12:25:31, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.1043, loss: 1.1043, grad_norm: 8.5852 2020-08-17 10:09:58,422 - mmaction - INFO - Epoch [77][1320/2505] lr: 3.750e-04, eta: 12:25:16, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8922, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.9179 2020-08-17 10:10:13,066 - mmaction - INFO - Epoch [77][1340/2505] lr: 3.750e-04, eta: 12:25:00, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8901, loss_cls: 1.1249, loss: 1.1249, grad_norm: 8.6444 2020-08-17 10:10:27,812 - mmaction - INFO - Epoch [77][1360/2505] lr: 3.750e-04, eta: 12:24:45, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8755, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.8088 2020-08-17 10:10:42,721 - mmaction - INFO - Epoch [77][1380/2505] lr: 3.750e-04, eta: 12:24:29, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9995, loss: 0.9995, grad_norm: 8.1839 2020-08-17 10:10:58,298 - mmaction - INFO - Epoch [77][1400/2505] lr: 3.750e-04, eta: 12:24:14, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8974, loss_cls: 1.0861, loss: 1.0861, grad_norm: 8.6994 2020-08-17 10:11:14,716 - mmaction - INFO - Epoch [77][1420/2505] lr: 3.750e-04, eta: 12:24:00, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1390, loss: 1.1390, grad_norm: 8.7606 2020-08-17 10:11:28,548 - mmaction - INFO - Epoch [77][1440/2505] lr: 3.750e-04, eta: 12:23:44, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8786, loss_cls: 1.1811, loss: 1.1811, grad_norm: 8.8701 2020-08-17 10:11:43,160 - mmaction - INFO - Epoch [77][1460/2505] lr: 3.750e-04, eta: 12:23:28, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8802, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.9903 2020-08-17 10:11:58,000 - mmaction - INFO - Epoch [77][1480/2505] lr: 3.750e-04, eta: 12:23:13, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8781, loss_cls: 1.1925, loss: 1.1925, grad_norm: 9.0227 2020-08-17 10:12:12,563 - mmaction - INFO - Epoch [77][1500/2505] lr: 3.750e-04, eta: 12:22:58, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8781, loss_cls: 1.1515, loss: 1.1515, grad_norm: 8.7818 2020-08-17 10:12:27,483 - mmaction - INFO - Epoch [77][1520/2505] lr: 3.750e-04, eta: 12:22:42, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8901, loss_cls: 1.1179, loss: 1.1179, grad_norm: 8.7584 2020-08-17 10:12:42,325 - mmaction - INFO - Epoch [77][1540/2505] lr: 3.750e-04, eta: 12:22:27, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8802, loss_cls: 1.1811, loss: 1.1811, grad_norm: 8.8468 2020-08-17 10:12:57,193 - mmaction - INFO - Epoch [77][1560/2505] lr: 3.750e-04, eta: 12:22:12, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8734, loss_cls: 1.1949, loss: 1.1949, grad_norm: 9.0641 2020-08-17 10:13:12,358 - mmaction - INFO - Epoch [77][1580/2505] lr: 3.750e-04, eta: 12:21:57, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8896, loss_cls: 1.1559, loss: 1.1559, grad_norm: 8.8036 2020-08-17 10:13:26,880 - mmaction - INFO - Epoch [77][1600/2505] lr: 3.750e-04, eta: 12:21:41, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8906, loss_cls: 1.1100, loss: 1.1100, grad_norm: 8.7766 2020-08-17 10:13:41,838 - mmaction - INFO - Epoch [77][1620/2505] lr: 3.750e-04, eta: 12:21:26, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8682, loss_cls: 1.2212, loss: 1.2212, grad_norm: 8.9013 2020-08-17 10:13:57,746 - mmaction - INFO - Epoch [77][1640/2505] lr: 3.750e-04, eta: 12:21:11, time: 0.799, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8875, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.6231 2020-08-17 10:14:11,938 - mmaction - INFO - Epoch [77][1660/2505] lr: 3.750e-04, eta: 12:20:55, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0734, loss: 1.0734, grad_norm: 8.5315 2020-08-17 10:14:26,654 - mmaction - INFO - Epoch [77][1680/2505] lr: 3.750e-04, eta: 12:20:40, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8865, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.8712 2020-08-17 10:14:41,415 - mmaction - INFO - Epoch [77][1700/2505] lr: 3.750e-04, eta: 12:20:25, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8891, loss_cls: 1.1647, loss: 1.1647, grad_norm: 8.9998 2020-08-17 10:14:56,451 - mmaction - INFO - Epoch [77][1720/2505] lr: 3.750e-04, eta: 12:20:09, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1422, loss: 1.1422, grad_norm: 8.7957 2020-08-17 10:15:11,003 - mmaction - INFO - Epoch [77][1740/2505] lr: 3.750e-04, eta: 12:19:54, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8906, loss_cls: 1.1361, loss: 1.1361, grad_norm: 8.6883 2020-08-17 10:15:25,881 - mmaction - INFO - Epoch [77][1760/2505] lr: 3.750e-04, eta: 12:19:39, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8766, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.0885 2020-08-17 10:15:41,388 - mmaction - INFO - Epoch [77][1780/2505] lr: 3.750e-04, eta: 12:19:24, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8849, loss_cls: 1.1511, loss: 1.1511, grad_norm: 8.6560 2020-08-17 10:15:55,820 - mmaction - INFO - Epoch [77][1800/2505] lr: 3.750e-04, eta: 12:19:08, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8880, loss_cls: 1.1203, loss: 1.1203, grad_norm: 8.7461 2020-08-17 10:16:11,103 - mmaction - INFO - Epoch [77][1820/2505] lr: 3.750e-04, eta: 12:18:53, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8979, loss_cls: 1.1233, loss: 1.1233, grad_norm: 8.7960 2020-08-17 10:16:26,501 - mmaction - INFO - Epoch [77][1840/2505] lr: 3.750e-04, eta: 12:18:38, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8854, loss_cls: 1.1610, loss: 1.1610, grad_norm: 8.9214 2020-08-17 10:16:41,735 - mmaction - INFO - Epoch [77][1860/2505] lr: 3.750e-04, eta: 12:18:23, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8771, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.1813 2020-08-17 10:16:56,183 - mmaction - INFO - Epoch [77][1880/2505] lr: 3.750e-04, eta: 12:18:07, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.5459 2020-08-17 10:17:11,072 - mmaction - INFO - Epoch [77][1900/2505] lr: 3.750e-04, eta: 12:17:52, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8854, loss_cls: 1.1131, loss: 1.1131, grad_norm: 8.7034 2020-08-17 10:17:25,628 - mmaction - INFO - Epoch [77][1920/2505] lr: 3.750e-04, eta: 12:17:36, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.7323 2020-08-17 10:17:41,086 - mmaction - INFO - Epoch [77][1940/2505] lr: 3.750e-04, eta: 12:17:21, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8880, loss_cls: 1.1398, loss: 1.1398, grad_norm: 8.7717 2020-08-17 10:17:57,023 - mmaction - INFO - Epoch [77][1960/2505] lr: 3.750e-04, eta: 12:17:06, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8932, loss_cls: 1.1286, loss: 1.1286, grad_norm: 8.6398 2020-08-17 10:18:10,965 - mmaction - INFO - Epoch [77][1980/2505] lr: 3.750e-04, eta: 12:16:51, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8865, loss_cls: 1.1524, loss: 1.1524, grad_norm: 8.6629 2020-08-17 10:18:26,612 - mmaction - INFO - Epoch [77][2000/2505] lr: 3.750e-04, eta: 12:16:36, time: 0.783, data_time: 0.003, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8849, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.0266 2020-08-17 10:18:40,776 - mmaction - INFO - Epoch [77][2020/2505] lr: 3.750e-04, eta: 12:16:20, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8755, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.0643 2020-08-17 10:18:55,611 - mmaction - INFO - Epoch [77][2040/2505] lr: 3.750e-04, eta: 12:16:05, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8896, loss_cls: 1.1230, loss: 1.1230, grad_norm: 8.8950 2020-08-17 10:19:10,438 - mmaction - INFO - Epoch [77][2060/2505] lr: 3.750e-04, eta: 12:15:50, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8781, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1426 2020-08-17 10:19:26,581 - mmaction - INFO - Epoch [77][2080/2505] lr: 3.750e-04, eta: 12:15:35, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8995, loss_cls: 1.1087, loss: 1.1087, grad_norm: 8.7662 2020-08-17 10:19:40,454 - mmaction - INFO - Epoch [77][2100/2505] lr: 3.750e-04, eta: 12:15:19, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8901, loss_cls: 1.1165, loss: 1.1165, grad_norm: 8.8342 2020-08-17 10:19:55,311 - mmaction - INFO - Epoch [77][2120/2505] lr: 3.750e-04, eta: 12:15:04, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8880, loss_cls: 1.1193, loss: 1.1193, grad_norm: 8.6630 2020-08-17 10:20:10,208 - mmaction - INFO - Epoch [77][2140/2505] lr: 3.750e-04, eta: 12:14:48, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8922, loss_cls: 1.1178, loss: 1.1178, grad_norm: 8.8911 2020-08-17 10:20:24,972 - mmaction - INFO - Epoch [77][2160/2505] lr: 3.750e-04, eta: 12:14:33, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8870, loss_cls: 1.1331, loss: 1.1331, grad_norm: 8.8200 2020-08-17 10:20:40,737 - mmaction - INFO - Epoch [77][2180/2505] lr: 3.750e-04, eta: 12:14:18, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8745, loss_cls: 1.1990, loss: 1.1990, grad_norm: 8.8824 2020-08-17 10:20:55,511 - mmaction - INFO - Epoch [77][2200/2505] lr: 3.750e-04, eta: 12:14:03, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8854, loss_cls: 1.1738, loss: 1.1738, grad_norm: 8.8591 2020-08-17 10:21:10,077 - mmaction - INFO - Epoch [77][2220/2505] lr: 3.750e-04, eta: 12:13:47, time: 0.728, data_time: 0.003, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8828, loss_cls: 1.1716, loss: 1.1716, grad_norm: 8.7435 2020-08-17 10:21:25,393 - mmaction - INFO - Epoch [77][2240/2505] lr: 3.750e-04, eta: 12:13:32, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8896, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.9810 2020-08-17 10:21:41,638 - mmaction - INFO - Epoch [77][2260/2505] lr: 3.750e-04, eta: 12:13:17, time: 0.811, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8854, loss_cls: 1.1577, loss: 1.1577, grad_norm: 8.9969 2020-08-17 10:21:55,720 - mmaction - INFO - Epoch [77][2280/2505] lr: 3.750e-04, eta: 12:13:02, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8911, loss_cls: 1.1683, loss: 1.1683, grad_norm: 9.1978 2020-08-17 10:22:10,407 - mmaction - INFO - Epoch [77][2300/2505] lr: 3.750e-04, eta: 12:12:46, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8797, loss_cls: 1.1652, loss: 1.1652, grad_norm: 8.8548 2020-08-17 10:22:25,360 - mmaction - INFO - Epoch [77][2320/2505] lr: 3.750e-04, eta: 12:12:31, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8786, loss_cls: 1.1961, loss: 1.1961, grad_norm: 8.9828 2020-08-17 10:22:41,078 - mmaction - INFO - Epoch [77][2340/2505] lr: 3.750e-04, eta: 12:12:16, time: 0.786, data_time: 0.002, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8792, loss_cls: 1.1905, loss: 1.1905, grad_norm: 8.9328 2020-08-17 10:22:55,875 - mmaction - INFO - Epoch [77][2360/2505] lr: 3.750e-04, eta: 12:12:01, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8760, loss_cls: 1.2221, loss: 1.2221, grad_norm: 8.7477 2020-08-17 10:23:11,276 - mmaction - INFO - Epoch [77][2380/2505] lr: 3.750e-04, eta: 12:11:45, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8797, loss_cls: 1.1626, loss: 1.1626, grad_norm: 8.9076 2020-08-17 10:23:25,922 - mmaction - INFO - Epoch [77][2400/2505] lr: 3.750e-04, eta: 12:11:30, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1318, loss: 1.1318, grad_norm: 8.8470 2020-08-17 10:23:40,523 - mmaction - INFO - Epoch [77][2420/2505] lr: 3.750e-04, eta: 12:11:15, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8880, loss_cls: 1.1604, loss: 1.1604, grad_norm: 8.9208 2020-08-17 10:23:55,687 - mmaction - INFO - Epoch [77][2440/2505] lr: 3.750e-04, eta: 12:10:59, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8870, loss_cls: 1.1283, loss: 1.1283, grad_norm: 8.7642 2020-08-17 10:24:11,292 - mmaction - INFO - Epoch [77][2460/2505] lr: 3.750e-04, eta: 12:10:44, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1791, loss: 1.1791, grad_norm: 8.6953 2020-08-17 10:24:25,424 - mmaction - INFO - Epoch [77][2480/2505] lr: 3.750e-04, eta: 12:10:29, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8766, loss_cls: 1.2069, loss: 1.2069, grad_norm: 8.9577 2020-08-17 10:24:40,232 - mmaction - INFO - Epoch [77][2500/2505] lr: 3.750e-04, eta: 12:10:14, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1531, loss: 1.1531, grad_norm: 8.8817 2020-08-17 10:24:44,043 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-08-17 10:25:10,340 - mmaction - INFO - Epoch [78][20/2505] lr: 3.750e-04, eta: 12:09:56, time: 1.286, data_time: 0.677, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8854, loss_cls: 1.1346, loss: 1.1346, grad_norm: 8.5471 2020-08-17 10:25:22,919 - mmaction - INFO - Epoch [78][40/2505] lr: 3.750e-04, eta: 12:09:41, time: 0.630, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8891, loss_cls: 1.1530, loss: 1.1530, grad_norm: 8.7563 2020-08-17 10:25:36,843 - mmaction - INFO - Epoch [78][60/2505] lr: 3.750e-04, eta: 12:09:25, time: 0.696, data_time: 0.002, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8964, loss_cls: 1.1042, loss: 1.1042, grad_norm: 8.7116 2020-08-17 10:25:51,318 - mmaction - INFO - Epoch [78][80/2505] lr: 3.750e-04, eta: 12:09:09, time: 0.724, data_time: 0.003, memory: 8343, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2383, loss: 1.2383, grad_norm: 9.1681 2020-08-17 10:26:06,579 - mmaction - INFO - Epoch [78][100/2505] lr: 3.750e-04, eta: 12:08:54, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8823, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.7904 2020-08-17 10:26:22,033 - mmaction - INFO - Epoch [78][120/2505] lr: 3.750e-04, eta: 12:08:39, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8943, loss_cls: 1.0894, loss: 1.0894, grad_norm: 8.5214 2020-08-17 10:26:36,526 - mmaction - INFO - Epoch [78][140/2505] lr: 3.750e-04, eta: 12:08:24, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8849, loss_cls: 1.1418, loss: 1.1418, grad_norm: 8.7513 2020-08-17 10:26:51,741 - mmaction - INFO - Epoch [78][160/2505] lr: 3.750e-04, eta: 12:08:09, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8896, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.8584 2020-08-17 10:27:06,614 - mmaction - INFO - Epoch [78][180/2505] lr: 3.750e-04, eta: 12:07:53, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8807, loss_cls: 1.1742, loss: 1.1742, grad_norm: 8.9778 2020-08-17 10:27:23,011 - mmaction - INFO - Epoch [78][200/2505] lr: 3.750e-04, eta: 12:07:38, time: 0.820, data_time: 0.003, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.0921 2020-08-17 10:27:37,302 - mmaction - INFO - Epoch [78][220/2505] lr: 3.750e-04, eta: 12:07:23, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8812, loss_cls: 1.1743, loss: 1.1743, grad_norm: 8.6366 2020-08-17 10:27:52,774 - mmaction - INFO - Epoch [78][240/2505] lr: 3.750e-04, eta: 12:07:08, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8906, loss_cls: 1.1272, loss: 1.1272, grad_norm: 8.9197 2020-08-17 10:28:07,519 - mmaction - INFO - Epoch [78][260/2505] lr: 3.750e-04, eta: 12:06:52, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8839, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.7417 2020-08-17 10:28:22,050 - mmaction - INFO - Epoch [78][280/2505] lr: 3.750e-04, eta: 12:06:37, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1234, loss: 1.1234, grad_norm: 8.7563 2020-08-17 10:28:36,916 - mmaction - INFO - Epoch [78][300/2505] lr: 3.750e-04, eta: 12:06:22, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8943, loss_cls: 1.0884, loss: 1.0884, grad_norm: 8.6173 2020-08-17 10:28:52,709 - mmaction - INFO - Epoch [78][320/2505] lr: 3.750e-04, eta: 12:06:07, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8922, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.8467 2020-08-17 10:29:07,939 - mmaction - INFO - Epoch [78][340/2505] lr: 3.750e-04, eta: 12:05:51, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8740, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.0057 2020-08-17 10:29:22,866 - mmaction - INFO - Epoch [78][360/2505] lr: 3.750e-04, eta: 12:05:36, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8818, loss_cls: 1.1839, loss: 1.1839, grad_norm: 8.8272 2020-08-17 10:29:38,079 - mmaction - INFO - Epoch [78][380/2505] lr: 3.750e-04, eta: 12:05:21, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8719, loss_cls: 1.2169, loss: 1.2169, grad_norm: 8.8848 2020-08-17 10:29:52,747 - mmaction - INFO - Epoch [78][400/2505] lr: 3.750e-04, eta: 12:05:06, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8854, loss_cls: 1.1536, loss: 1.1536, grad_norm: 8.9662 2020-08-17 10:30:07,935 - mmaction - INFO - Epoch [78][420/2505] lr: 3.750e-04, eta: 12:04:50, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8802, loss_cls: 1.1917, loss: 1.1917, grad_norm: 9.1151 2020-08-17 10:30:22,739 - mmaction - INFO - Epoch [78][440/2505] lr: 3.750e-04, eta: 12:04:35, time: 0.743, data_time: 0.008, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1232, loss: 1.1232, grad_norm: 8.8444 2020-08-17 10:30:37,575 - mmaction - INFO - Epoch [78][460/2505] lr: 3.750e-04, eta: 12:04:20, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.1221, loss: 1.1221, grad_norm: 8.6992 2020-08-17 10:30:52,991 - mmaction - INFO - Epoch [78][480/2505] lr: 3.750e-04, eta: 12:04:05, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8885, loss_cls: 1.1174, loss: 1.1174, grad_norm: 8.7352 2020-08-17 10:31:07,996 - mmaction - INFO - Epoch [78][500/2505] lr: 3.750e-04, eta: 12:03:49, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8865, loss_cls: 1.1621, loss: 1.1621, grad_norm: 8.8274 2020-08-17 10:31:24,459 - mmaction - INFO - Epoch [78][520/2505] lr: 3.750e-04, eta: 12:03:34, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8901, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.1117 2020-08-17 10:31:38,214 - mmaction - INFO - Epoch [78][540/2505] lr: 3.750e-04, eta: 12:03:19, time: 0.688, data_time: 0.002, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0563, loss: 1.0563, grad_norm: 8.5865 2020-08-17 10:31:54,726 - mmaction - INFO - Epoch [78][560/2505] lr: 3.750e-04, eta: 12:03:04, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8786, loss_cls: 1.1666, loss: 1.1666, grad_norm: 8.8762 2020-08-17 10:32:10,204 - mmaction - INFO - Epoch [78][580/2505] lr: 3.750e-04, eta: 12:02:49, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8911, loss_cls: 1.1451, loss: 1.1451, grad_norm: 8.9940 2020-08-17 10:32:24,635 - mmaction - INFO - Epoch [78][600/2505] lr: 3.750e-04, eta: 12:02:33, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8948, loss_cls: 1.0985, loss: 1.0985, grad_norm: 8.6080 2020-08-17 10:32:39,103 - mmaction - INFO - Epoch [78][620/2505] lr: 3.750e-04, eta: 12:02:18, time: 0.724, data_time: 0.003, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8948, loss_cls: 1.1152, loss: 1.1152, grad_norm: 8.7959 2020-08-17 10:32:54,384 - mmaction - INFO - Epoch [78][640/2505] lr: 3.750e-04, eta: 12:02:03, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8911, loss_cls: 1.1205, loss: 1.1205, grad_norm: 8.6745 2020-08-17 10:33:10,027 - mmaction - INFO - Epoch [78][660/2505] lr: 3.750e-04, eta: 12:01:48, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8865, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.3651 2020-08-17 10:33:24,529 - mmaction - INFO - Epoch [78][680/2505] lr: 3.750e-04, eta: 12:01:32, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.9408 2020-08-17 10:33:39,255 - mmaction - INFO - Epoch [78][700/2505] lr: 3.750e-04, eta: 12:01:17, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8839, loss_cls: 1.1648, loss: 1.1648, grad_norm: 8.6903 2020-08-17 10:33:54,316 - mmaction - INFO - Epoch [78][720/2505] lr: 3.750e-04, eta: 12:01:02, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8828, loss_cls: 1.1961, loss: 1.1961, grad_norm: 8.7871 2020-08-17 10:34:09,193 - mmaction - INFO - Epoch [78][740/2505] lr: 3.750e-04, eta: 12:00:46, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8833, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.9897 2020-08-17 10:34:24,392 - mmaction - INFO - Epoch [78][760/2505] lr: 3.750e-04, eta: 12:00:31, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8948, loss_cls: 1.0874, loss: 1.0874, grad_norm: 8.7781 2020-08-17 10:34:40,286 - mmaction - INFO - Epoch [78][780/2505] lr: 3.750e-04, eta: 12:00:16, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8932, loss_cls: 1.1244, loss: 1.1244, grad_norm: 8.8316 2020-08-17 10:34:54,889 - mmaction - INFO - Epoch [78][800/2505] lr: 3.750e-04, eta: 12:00:01, time: 0.731, data_time: 0.008, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8885, loss_cls: 1.1418, loss: 1.1418, grad_norm: 8.9022 2020-08-17 10:35:10,243 - mmaction - INFO - Epoch [78][820/2505] lr: 3.750e-04, eta: 11:59:46, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8828, loss_cls: 1.1594, loss: 1.1594, grad_norm: 8.8154 2020-08-17 10:35:25,231 - mmaction - INFO - Epoch [78][840/2505] lr: 3.750e-04, eta: 11:59:30, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9026, loss_cls: 1.0736, loss: 1.0736, grad_norm: 8.6047 2020-08-17 10:35:40,211 - mmaction - INFO - Epoch [78][860/2505] lr: 3.750e-04, eta: 11:59:15, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8849, loss_cls: 1.1331, loss: 1.1331, grad_norm: 8.7594 2020-08-17 10:35:56,110 - mmaction - INFO - Epoch [78][880/2505] lr: 3.750e-04, eta: 11:59:00, time: 0.795, data_time: 0.002, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8880, loss_cls: 1.1254, loss: 1.1254, grad_norm: 8.6946 2020-08-17 10:36:10,431 - mmaction - INFO - Epoch [78][900/2505] lr: 3.750e-04, eta: 11:58:45, time: 0.716, data_time: 0.002, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8969, loss_cls: 1.1266, loss: 1.1266, grad_norm: 8.7542 2020-08-17 10:36:25,918 - mmaction - INFO - Epoch [78][920/2505] lr: 3.750e-04, eta: 11:58:30, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8807, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.9705 2020-08-17 10:36:40,504 - mmaction - INFO - Epoch [78][940/2505] lr: 3.750e-04, eta: 11:58:14, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8792, loss_cls: 1.1518, loss: 1.1518, grad_norm: 8.7911 2020-08-17 10:36:55,588 - mmaction - INFO - Epoch [78][960/2505] lr: 3.750e-04, eta: 11:57:59, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8714, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.5252 2020-08-17 10:37:10,493 - mmaction - INFO - Epoch [78][980/2505] lr: 3.750e-04, eta: 11:57:44, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8687, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.2539 2020-08-17 10:37:25,597 - mmaction - INFO - Epoch [78][1000/2505] lr: 3.750e-04, eta: 11:57:28, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8870, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.0310 2020-08-17 10:37:40,928 - mmaction - INFO - Epoch [78][1020/2505] lr: 3.750e-04, eta: 11:57:13, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8839, loss_cls: 1.1343, loss: 1.1343, grad_norm: 8.6162 2020-08-17 10:37:55,892 - mmaction - INFO - Epoch [78][1040/2505] lr: 3.750e-04, eta: 11:56:58, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8870, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.1073 2020-08-17 10:38:10,711 - mmaction - INFO - Epoch [78][1060/2505] lr: 3.750e-04, eta: 11:56:43, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8818, loss_cls: 1.1959, loss: 1.1959, grad_norm: 9.1906 2020-08-17 10:38:25,602 - mmaction - INFO - Epoch [78][1080/2505] lr: 3.750e-04, eta: 11:56:27, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8906, loss_cls: 1.0882, loss: 1.0882, grad_norm: 8.7660 2020-08-17 10:38:40,845 - mmaction - INFO - Epoch [78][1100/2505] lr: 3.750e-04, eta: 11:56:12, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8849, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.0471 2020-08-17 10:38:56,056 - mmaction - INFO - Epoch [78][1120/2505] lr: 3.750e-04, eta: 11:55:57, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8906, loss_cls: 1.1388, loss: 1.1388, grad_norm: 8.9636 2020-08-17 10:39:10,920 - mmaction - INFO - Epoch [78][1140/2505] lr: 3.750e-04, eta: 11:55:42, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8880, loss_cls: 1.1275, loss: 1.1275, grad_norm: 8.6992 2020-08-17 10:39:27,699 - mmaction - INFO - Epoch [78][1160/2505] lr: 3.750e-04, eta: 11:55:27, time: 0.842, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.8263 2020-08-17 10:39:41,736 - mmaction - INFO - Epoch [78][1180/2505] lr: 3.750e-04, eta: 11:55:11, time: 0.700, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8906, loss_cls: 1.1177, loss: 1.1177, grad_norm: 8.5900 2020-08-17 10:39:56,547 - mmaction - INFO - Epoch [78][1200/2505] lr: 3.750e-04, eta: 11:54:56, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8833, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.7842 2020-08-17 10:40:12,069 - mmaction - INFO - Epoch [78][1220/2505] lr: 3.750e-04, eta: 11:54:41, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8932, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.7968 2020-08-17 10:40:27,672 - mmaction - INFO - Epoch [78][1240/2505] lr: 3.750e-04, eta: 11:54:26, time: 0.780, data_time: 0.002, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8932, loss_cls: 1.1365, loss: 1.1365, grad_norm: 8.8260 2020-08-17 10:40:42,846 - mmaction - INFO - Epoch [78][1260/2505] lr: 3.750e-04, eta: 11:54:11, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8859, loss_cls: 1.1319, loss: 1.1319, grad_norm: 8.6913 2020-08-17 10:40:57,300 - mmaction - INFO - Epoch [78][1280/2505] lr: 3.750e-04, eta: 11:53:55, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1080, loss: 1.1080, grad_norm: 8.5712 2020-08-17 10:41:13,095 - mmaction - INFO - Epoch [78][1300/2505] lr: 3.750e-04, eta: 11:53:40, time: 0.789, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8917, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.8830 2020-08-17 10:41:28,747 - mmaction - INFO - Epoch [78][1320/2505] lr: 3.750e-04, eta: 11:53:25, time: 0.783, data_time: 0.003, memory: 8343, top1_acc: 0.7255, top5_acc: 0.9047, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.8166 2020-08-17 10:41:43,287 - mmaction - INFO - Epoch [78][1340/2505] lr: 3.750e-04, eta: 11:53:10, time: 0.726, data_time: 0.002, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8885, loss_cls: 1.1100, loss: 1.1100, grad_norm: 8.7591 2020-08-17 10:41:58,213 - mmaction - INFO - Epoch [78][1360/2505] lr: 3.750e-04, eta: 11:52:54, time: 0.745, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8833, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.9657 2020-08-17 10:42:12,906 - mmaction - INFO - Epoch [78][1380/2505] lr: 3.750e-04, eta: 11:52:39, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8875, loss_cls: 1.1228, loss: 1.1228, grad_norm: 8.7429 2020-08-17 10:42:29,451 - mmaction - INFO - Epoch [78][1400/2505] lr: 3.750e-04, eta: 11:52:24, time: 0.826, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8948, loss_cls: 1.1205, loss: 1.1205, grad_norm: 8.9632 2020-08-17 10:42:43,563 - mmaction - INFO - Epoch [78][1420/2505] lr: 3.750e-04, eta: 11:52:09, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8849, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.0480 2020-08-17 10:42:58,992 - mmaction - INFO - Epoch [78][1440/2505] lr: 3.750e-04, eta: 11:51:53, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8786, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.1546 2020-08-17 10:43:13,856 - mmaction - INFO - Epoch [78][1460/2505] lr: 3.750e-04, eta: 11:51:38, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8750, loss_cls: 1.1629, loss: 1.1629, grad_norm: 9.0812 2020-08-17 10:43:28,936 - mmaction - INFO - Epoch [78][1480/2505] lr: 3.750e-04, eta: 11:51:23, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8854, loss_cls: 1.1309, loss: 1.1309, grad_norm: 8.7847 2020-08-17 10:43:43,950 - mmaction - INFO - Epoch [78][1500/2505] lr: 3.750e-04, eta: 11:51:08, time: 0.751, data_time: 0.002, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8786, loss_cls: 1.1490, loss: 1.1490, grad_norm: 8.6681 2020-08-17 10:43:58,943 - mmaction - INFO - Epoch [78][1520/2505] lr: 3.750e-04, eta: 11:50:52, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8870, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.1806 2020-08-17 10:44:14,028 - mmaction - INFO - Epoch [78][1540/2505] lr: 3.750e-04, eta: 11:50:37, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8818, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.0168 2020-08-17 10:44:30,193 - mmaction - INFO - Epoch [78][1560/2505] lr: 3.750e-04, eta: 11:50:22, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8839, loss_cls: 1.1372, loss: 1.1372, grad_norm: 8.7201 2020-08-17 10:44:45,066 - mmaction - INFO - Epoch [78][1580/2505] lr: 3.750e-04, eta: 11:50:07, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8766, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.1518 2020-08-17 10:44:59,779 - mmaction - INFO - Epoch [78][1600/2505] lr: 3.750e-04, eta: 11:49:52, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8885, loss_cls: 1.1071, loss: 1.1071, grad_norm: 8.6756 2020-08-17 10:45:16,597 - mmaction - INFO - Epoch [78][1620/2505] lr: 3.750e-04, eta: 11:49:37, time: 0.839, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8870, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.1064 2020-08-17 10:45:31,211 - mmaction - INFO - Epoch [78][1640/2505] lr: 3.750e-04, eta: 11:49:21, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8828, loss_cls: 1.1718, loss: 1.1718, grad_norm: 8.8103 2020-08-17 10:45:46,241 - mmaction - INFO - Epoch [78][1660/2505] lr: 3.750e-04, eta: 11:49:06, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8880, loss_cls: 1.1359, loss: 1.1359, grad_norm: 8.9035 2020-08-17 10:46:00,909 - mmaction - INFO - Epoch [78][1680/2505] lr: 3.750e-04, eta: 11:48:51, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7479, top5_acc: 0.8984, loss_cls: 1.0501, loss: 1.0501, grad_norm: 8.5132 2020-08-17 10:46:16,410 - mmaction - INFO - Epoch [78][1700/2505] lr: 3.750e-04, eta: 11:48:36, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1503, loss: 1.1503, grad_norm: 8.8054 2020-08-17 10:46:32,055 - mmaction - INFO - Epoch [78][1720/2505] lr: 3.750e-04, eta: 11:48:21, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8849, loss_cls: 1.1917, loss: 1.1917, grad_norm: 8.8528 2020-08-17 10:46:46,859 - mmaction - INFO - Epoch [78][1740/2505] lr: 3.750e-04, eta: 11:48:05, time: 0.740, data_time: 0.008, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8922, loss_cls: 1.1536, loss: 1.1536, grad_norm: 8.9943 2020-08-17 10:47:02,385 - mmaction - INFO - Epoch [78][1760/2505] lr: 3.750e-04, eta: 11:47:50, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8870, loss_cls: 1.1770, loss: 1.1770, grad_norm: 8.9557 2020-08-17 10:47:17,323 - mmaction - INFO - Epoch [78][1780/2505] lr: 3.750e-04, eta: 11:47:35, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8979, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.8073 2020-08-17 10:47:32,796 - mmaction - INFO - Epoch [78][1800/2505] lr: 3.750e-04, eta: 11:47:20, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9052, loss_cls: 1.0465, loss: 1.0465, grad_norm: 8.5762 2020-08-17 10:47:47,887 - mmaction - INFO - Epoch [78][1820/2505] lr: 3.750e-04, eta: 11:47:05, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8995, loss_cls: 1.0965, loss: 1.0965, grad_norm: 8.7766 2020-08-17 10:48:02,611 - mmaction - INFO - Epoch [78][1840/2505] lr: 3.750e-04, eta: 11:46:49, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8906, loss_cls: 1.1641, loss: 1.1641, grad_norm: 8.9370 2020-08-17 10:48:17,951 - mmaction - INFO - Epoch [78][1860/2505] lr: 3.750e-04, eta: 11:46:34, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1551, loss: 1.1551, grad_norm: 8.9192 2020-08-17 10:48:32,968 - mmaction - INFO - Epoch [78][1880/2505] lr: 3.750e-04, eta: 11:46:19, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1324, loss: 1.1324, grad_norm: 8.8953 2020-08-17 10:48:48,557 - mmaction - INFO - Epoch [78][1900/2505] lr: 3.750e-04, eta: 11:46:04, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8870, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.0632 2020-08-17 10:49:03,626 - mmaction - INFO - Epoch [78][1920/2505] lr: 3.750e-04, eta: 11:45:48, time: 0.755, data_time: 0.008, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8760, loss_cls: 1.1959, loss: 1.1959, grad_norm: 8.7722 2020-08-17 10:49:19,318 - mmaction - INFO - Epoch [78][1940/2505] lr: 3.750e-04, eta: 11:45:33, time: 0.785, data_time: 0.002, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8901, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.7408 2020-08-17 10:49:33,946 - mmaction - INFO - Epoch [78][1960/2505] lr: 3.750e-04, eta: 11:45:18, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8760, loss_cls: 1.2052, loss: 1.2052, grad_norm: 8.9019 2020-08-17 10:49:50,358 - mmaction - INFO - Epoch [78][1980/2505] lr: 3.750e-04, eta: 11:45:03, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8865, loss_cls: 1.1946, loss: 1.1946, grad_norm: 8.8169 2020-08-17 10:50:05,290 - mmaction - INFO - Epoch [78][2000/2505] lr: 3.750e-04, eta: 11:44:48, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.1060, loss: 1.1060, grad_norm: 8.6676 2020-08-17 10:50:21,431 - mmaction - INFO - Epoch [78][2020/2505] lr: 3.750e-04, eta: 11:44:33, time: 0.807, data_time: 0.002, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1596, loss: 1.1596, grad_norm: 8.8514 2020-08-17 10:50:36,449 - mmaction - INFO - Epoch [78][2040/2505] lr: 3.750e-04, eta: 11:44:18, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.2013, loss: 1.2013, grad_norm: 8.9901 2020-08-17 10:50:51,362 - mmaction - INFO - Epoch [78][2060/2505] lr: 3.750e-04, eta: 11:44:02, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8781, loss_cls: 1.2034, loss: 1.2034, grad_norm: 8.9232 2020-08-17 10:51:06,339 - mmaction - INFO - Epoch [78][2080/2505] lr: 3.750e-04, eta: 11:43:47, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1363, loss: 1.1363, grad_norm: 8.6617 2020-08-17 10:51:21,706 - mmaction - INFO - Epoch [78][2100/2505] lr: 3.750e-04, eta: 11:43:32, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8943, loss_cls: 1.1109, loss: 1.1109, grad_norm: 8.7073 2020-08-17 10:51:37,032 - mmaction - INFO - Epoch [78][2120/2505] lr: 3.750e-04, eta: 11:43:17, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0883, loss: 1.0883, grad_norm: 8.6229 2020-08-17 10:51:52,736 - mmaction - INFO - Epoch [78][2140/2505] lr: 3.750e-04, eta: 11:43:02, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9000, loss_cls: 1.0891, loss: 1.0891, grad_norm: 8.5324 2020-08-17 10:52:07,881 - mmaction - INFO - Epoch [78][2160/2505] lr: 3.750e-04, eta: 11:42:46, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8849, loss_cls: 1.1545, loss: 1.1545, grad_norm: 8.8604 2020-08-17 10:52:23,540 - mmaction - INFO - Epoch [78][2180/2505] lr: 3.750e-04, eta: 11:42:31, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8948, loss_cls: 1.1213, loss: 1.1213, grad_norm: 8.6830 2020-08-17 10:52:38,469 - mmaction - INFO - Epoch [78][2200/2505] lr: 3.750e-04, eta: 11:42:16, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1584, loss: 1.1584, grad_norm: 9.0989 2020-08-17 10:52:54,449 - mmaction - INFO - Epoch [78][2220/2505] lr: 3.750e-04, eta: 11:42:01, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8932, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.0425 2020-08-17 10:53:10,288 - mmaction - INFO - Epoch [78][2240/2505] lr: 3.750e-04, eta: 11:41:46, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8891, loss_cls: 1.1228, loss: 1.1228, grad_norm: 8.8565 2020-08-17 10:53:25,227 - mmaction - INFO - Epoch [78][2260/2505] lr: 3.750e-04, eta: 11:41:31, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1647, loss: 1.1647, grad_norm: 9.1660 2020-08-17 10:53:40,303 - mmaction - INFO - Epoch [78][2280/2505] lr: 3.750e-04, eta: 11:41:15, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8854, loss_cls: 1.1550, loss: 1.1550, grad_norm: 8.7641 2020-08-17 10:53:55,703 - mmaction - INFO - Epoch [78][2300/2505] lr: 3.750e-04, eta: 11:41:00, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8943, loss_cls: 1.1019, loss: 1.1019, grad_norm: 8.7488 2020-08-17 10:54:11,274 - mmaction - INFO - Epoch [78][2320/2505] lr: 3.750e-04, eta: 11:40:45, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8818, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.9653 2020-08-17 10:54:26,542 - mmaction - INFO - Epoch [78][2340/2505] lr: 3.750e-04, eta: 11:40:30, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.8709 2020-08-17 10:54:41,148 - mmaction - INFO - Epoch [78][2360/2505] lr: 3.750e-04, eta: 11:40:15, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8891, loss_cls: 1.1320, loss: 1.1320, grad_norm: 9.0293 2020-08-17 10:54:57,247 - mmaction - INFO - Epoch [78][2380/2505] lr: 3.750e-04, eta: 11:40:00, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.0745 2020-08-17 10:55:13,303 - mmaction - INFO - Epoch [78][2400/2505] lr: 3.750e-04, eta: 11:39:45, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8937, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.8614 2020-08-17 10:55:27,495 - mmaction - INFO - Epoch [78][2420/2505] lr: 3.750e-04, eta: 11:39:29, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8979, loss_cls: 1.1111, loss: 1.1111, grad_norm: 8.9834 2020-08-17 10:55:42,161 - mmaction - INFO - Epoch [78][2440/2505] lr: 3.750e-04, eta: 11:39:14, time: 0.735, data_time: 0.003, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1485, loss: 1.1485, grad_norm: 8.9412 2020-08-17 10:55:58,665 - mmaction - INFO - Epoch [78][2460/2505] lr: 3.750e-04, eta: 11:38:59, time: 0.824, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8865, loss_cls: 1.1650, loss: 1.1650, grad_norm: 8.7824 2020-08-17 10:56:13,806 - mmaction - INFO - Epoch [78][2480/2505] lr: 3.750e-04, eta: 11:38:44, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8964, loss_cls: 1.0784, loss: 1.0784, grad_norm: 8.6383 2020-08-17 10:56:29,069 - mmaction - INFO - Epoch [78][2500/2505] lr: 3.750e-04, eta: 11:38:29, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8911, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.6996 2020-08-17 10:56:32,774 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-08-17 10:56:54,481 - mmaction - INFO - Epoch [79][20/2505] lr: 3.750e-04, eta: 11:38:10, time: 1.063, data_time: 0.447, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8932, loss_cls: 1.1634, loss: 1.1634, grad_norm: 8.9584 2020-08-17 10:57:08,236 - mmaction - INFO - Epoch [79][40/2505] lr: 3.750e-04, eta: 11:37:55, time: 0.690, data_time: 0.004, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8885, loss_cls: 1.1175, loss: 1.1175, grad_norm: 8.8989 2020-08-17 10:57:24,190 - mmaction - INFO - Epoch [79][60/2505] lr: 3.750e-04, eta: 11:37:40, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1731, loss: 1.1731, grad_norm: 8.9418 2020-08-17 10:57:38,549 - mmaction - INFO - Epoch [79][80/2505] lr: 3.750e-04, eta: 11:37:24, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0859, loss: 1.0859, grad_norm: 8.2540 2020-08-17 10:57:54,012 - mmaction - INFO - Epoch [79][100/2505] lr: 3.750e-04, eta: 11:37:09, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8911, loss_cls: 1.1310, loss: 1.1310, grad_norm: 8.9967 2020-08-17 10:58:09,294 - mmaction - INFO - Epoch [79][120/2505] lr: 3.750e-04, eta: 11:36:54, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8948, loss_cls: 1.1011, loss: 1.1011, grad_norm: 8.7222 2020-08-17 10:58:23,874 - mmaction - INFO - Epoch [79][140/2505] lr: 3.750e-04, eta: 11:36:38, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8833, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.0038 2020-08-17 10:58:39,321 - mmaction - INFO - Epoch [79][160/2505] lr: 3.750e-04, eta: 11:36:23, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2401, loss: 1.2401, grad_norm: 8.8509 2020-08-17 10:58:54,693 - mmaction - INFO - Epoch [79][180/2505] lr: 3.750e-04, eta: 11:36:08, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8870, loss_cls: 1.1114, loss: 1.1114, grad_norm: 8.7178 2020-08-17 10:59:11,503 - mmaction - INFO - Epoch [79][200/2505] lr: 3.750e-04, eta: 11:35:53, time: 0.840, data_time: 0.003, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8802, loss_cls: 1.1440, loss: 1.1440, grad_norm: 8.7028 2020-08-17 10:59:25,628 - mmaction - INFO - Epoch [79][220/2505] lr: 3.750e-04, eta: 11:35:38, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8812, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.1186 2020-08-17 10:59:40,482 - mmaction - INFO - Epoch [79][240/2505] lr: 3.750e-04, eta: 11:35:23, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8828, loss_cls: 1.1555, loss: 1.1555, grad_norm: 8.7711 2020-08-17 10:59:56,333 - mmaction - INFO - Epoch [79][260/2505] lr: 3.750e-04, eta: 11:35:08, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8875, loss_cls: 1.1609, loss: 1.1609, grad_norm: 8.9387 2020-08-17 11:00:13,331 - mmaction - INFO - Epoch [79][280/2505] lr: 3.750e-04, eta: 11:34:53, time: 0.837, data_time: 0.008, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.1196, loss: 1.1196, grad_norm: 8.7404 2020-08-17 11:00:27,909 - mmaction - INFO - Epoch [79][300/2505] lr: 3.750e-04, eta: 11:34:37, time: 0.744, data_time: 0.025, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8943, loss_cls: 1.1274, loss: 1.1274, grad_norm: 8.9357 2020-08-17 11:00:42,863 - mmaction - INFO - Epoch [79][320/2505] lr: 3.750e-04, eta: 11:34:22, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1261, loss: 1.1261, grad_norm: 8.9015 2020-08-17 11:00:58,119 - mmaction - INFO - Epoch [79][340/2505] lr: 3.750e-04, eta: 11:34:07, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8958, loss_cls: 1.0606, loss: 1.0606, grad_norm: 8.4895 2020-08-17 11:01:13,353 - mmaction - INFO - Epoch [79][360/2505] lr: 3.750e-04, eta: 11:33:52, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8802, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.0178 2020-08-17 11:01:29,099 - mmaction - INFO - Epoch [79][380/2505] lr: 3.750e-04, eta: 11:33:37, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8818, loss_cls: 1.1642, loss: 1.1642, grad_norm: 8.8851 2020-08-17 11:01:44,524 - mmaction - INFO - Epoch [79][400/2505] lr: 3.750e-04, eta: 11:33:22, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9068, loss_cls: 1.0494, loss: 1.0494, grad_norm: 8.6115 2020-08-17 11:01:59,749 - mmaction - INFO - Epoch [79][420/2505] lr: 3.750e-04, eta: 11:33:06, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8833, loss_cls: 1.1677, loss: 1.1677, grad_norm: 8.9490 2020-08-17 11:02:14,938 - mmaction - INFO - Epoch [79][440/2505] lr: 3.750e-04, eta: 11:32:51, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.9063, loss_cls: 1.1019, loss: 1.1019, grad_norm: 8.6647 2020-08-17 11:02:30,520 - mmaction - INFO - Epoch [79][460/2505] lr: 3.750e-04, eta: 11:32:36, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8839, loss_cls: 1.1475, loss: 1.1475, grad_norm: 8.9765 2020-08-17 11:02:46,387 - mmaction - INFO - Epoch [79][480/2505] lr: 3.750e-04, eta: 11:32:21, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8865, loss_cls: 1.1357, loss: 1.1357, grad_norm: 8.8557 2020-08-17 11:03:01,883 - mmaction - INFO - Epoch [79][500/2505] lr: 3.750e-04, eta: 11:32:06, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8755, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.3760 2020-08-17 11:03:16,799 - mmaction - INFO - Epoch [79][520/2505] lr: 3.750e-04, eta: 11:31:51, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8901, loss_cls: 1.0879, loss: 1.0879, grad_norm: 8.4174 2020-08-17 11:03:31,940 - mmaction - INFO - Epoch [79][540/2505] lr: 3.750e-04, eta: 11:31:35, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8958, loss_cls: 1.1115, loss: 1.1115, grad_norm: 8.7440 2020-08-17 11:03:47,132 - mmaction - INFO - Epoch [79][560/2505] lr: 3.750e-04, eta: 11:31:20, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8969, loss_cls: 1.1180, loss: 1.1180, grad_norm: 8.7999 2020-08-17 11:04:02,938 - mmaction - INFO - Epoch [79][580/2505] lr: 3.750e-04, eta: 11:31:05, time: 0.790, data_time: 0.002, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8745, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.6722 2020-08-17 11:04:18,007 - mmaction - INFO - Epoch [79][600/2505] lr: 3.750e-04, eta: 11:30:50, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8911, loss_cls: 1.0928, loss: 1.0928, grad_norm: 8.7161 2020-08-17 11:04:33,452 - mmaction - INFO - Epoch [79][620/2505] lr: 3.750e-04, eta: 11:30:35, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.9705 2020-08-17 11:04:49,004 - mmaction - INFO - Epoch [79][640/2505] lr: 3.750e-04, eta: 11:30:20, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8760, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.1573 2020-08-17 11:05:04,455 - mmaction - INFO - Epoch [79][660/2505] lr: 3.750e-04, eta: 11:30:05, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8932, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.5881 2020-08-17 11:05:20,322 - mmaction - INFO - Epoch [79][680/2505] lr: 3.750e-04, eta: 11:29:49, time: 0.792, data_time: 0.002, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8937, loss_cls: 1.1118, loss: 1.1118, grad_norm: 8.9705 2020-08-17 11:05:35,486 - mmaction - INFO - Epoch [79][700/2505] lr: 3.750e-04, eta: 11:29:34, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8802, loss_cls: 1.1626, loss: 1.1626, grad_norm: 8.9580 2020-08-17 11:05:50,956 - mmaction - INFO - Epoch [79][720/2505] lr: 3.750e-04, eta: 11:29:19, time: 0.772, data_time: 0.008, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8734, loss_cls: 1.1940, loss: 1.1940, grad_norm: 9.1079 2020-08-17 11:06:06,283 - mmaction - INFO - Epoch [79][740/2505] lr: 3.750e-04, eta: 11:29:04, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6911, top5_acc: 0.8687, loss_cls: 1.2514, loss: 1.2514, grad_norm: 9.2488 2020-08-17 11:06:22,137 - mmaction - INFO - Epoch [79][760/2505] lr: 3.750e-04, eta: 11:28:49, time: 0.793, data_time: 0.007, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8859, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.1960 2020-08-17 11:06:37,094 - mmaction - INFO - Epoch [79][780/2505] lr: 3.750e-04, eta: 11:28:34, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8828, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.0941 2020-08-17 11:06:53,129 - mmaction - INFO - Epoch [79][800/2505] lr: 3.750e-04, eta: 11:28:19, time: 0.802, data_time: 0.002, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8922, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.0200 2020-08-17 11:07:09,438 - mmaction - INFO - Epoch [79][820/2505] lr: 3.750e-04, eta: 11:28:04, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0651, loss: 1.0651, grad_norm: 8.8164 2020-08-17 11:07:24,057 - mmaction - INFO - Epoch [79][840/2505] lr: 3.750e-04, eta: 11:27:48, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8859, loss_cls: 1.1396, loss: 1.1396, grad_norm: 8.7958 2020-08-17 11:07:40,045 - mmaction - INFO - Epoch [79][860/2505] lr: 3.750e-04, eta: 11:27:33, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.1489 2020-08-17 11:07:55,045 - mmaction - INFO - Epoch [79][880/2505] lr: 3.750e-04, eta: 11:27:18, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8839, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.9069 2020-08-17 11:08:11,711 - mmaction - INFO - Epoch [79][900/2505] lr: 3.750e-04, eta: 11:27:03, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8849, loss_cls: 1.1334, loss: 1.1334, grad_norm: 8.8663 2020-08-17 11:08:26,280 - mmaction - INFO - Epoch [79][920/2505] lr: 3.750e-04, eta: 11:26:48, time: 0.728, data_time: 0.003, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8906, loss_cls: 1.1245, loss: 1.1245, grad_norm: 8.8642 2020-08-17 11:08:42,357 - mmaction - INFO - Epoch [79][940/2505] lr: 3.750e-04, eta: 11:26:33, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8880, loss_cls: 1.1121, loss: 1.1121, grad_norm: 9.0832 2020-08-17 11:08:57,791 - mmaction - INFO - Epoch [79][960/2505] lr: 3.750e-04, eta: 11:26:18, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8964, loss_cls: 1.0888, loss: 1.0888, grad_norm: 8.4941 2020-08-17 11:09:12,770 - mmaction - INFO - Epoch [79][980/2505] lr: 3.750e-04, eta: 11:26:03, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8901, loss_cls: 1.1158, loss: 1.1158, grad_norm: 8.7578 2020-08-17 11:09:28,784 - mmaction - INFO - Epoch [79][1000/2505] lr: 3.750e-04, eta: 11:25:48, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8823, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.1021 2020-08-17 11:09:44,871 - mmaction - INFO - Epoch [79][1020/2505] lr: 3.750e-04, eta: 11:25:33, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8932, loss_cls: 1.0960, loss: 1.0960, grad_norm: 8.5933 2020-08-17 11:09:59,771 - mmaction - INFO - Epoch [79][1040/2505] lr: 3.750e-04, eta: 11:25:17, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8875, loss_cls: 1.1492, loss: 1.1492, grad_norm: 8.7100 2020-08-17 11:10:16,453 - mmaction - INFO - Epoch [79][1060/2505] lr: 3.750e-04, eta: 11:25:02, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1304, loss: 1.1304, grad_norm: 8.7462 2020-08-17 11:10:30,920 - mmaction - INFO - Epoch [79][1080/2505] lr: 3.750e-04, eta: 11:24:47, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8870, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.0552 2020-08-17 11:10:46,254 - mmaction - INFO - Epoch [79][1100/2505] lr: 3.750e-04, eta: 11:24:32, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8771, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.9722 2020-08-17 11:11:02,202 - mmaction - INFO - Epoch [79][1120/2505] lr: 3.750e-04, eta: 11:24:17, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8818, loss_cls: 1.1981, loss: 1.1981, grad_norm: 8.9225 2020-08-17 11:11:17,810 - mmaction - INFO - Epoch [79][1140/2505] lr: 3.750e-04, eta: 11:24:02, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8953, loss_cls: 1.1243, loss: 1.1243, grad_norm: 8.8803 2020-08-17 11:11:33,069 - mmaction - INFO - Epoch [79][1160/2505] lr: 3.750e-04, eta: 11:23:47, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7005, top5_acc: 0.8802, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.1961 2020-08-17 11:11:48,429 - mmaction - INFO - Epoch [79][1180/2505] lr: 3.750e-04, eta: 11:23:31, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0930, loss: 1.0930, grad_norm: 8.8484 2020-08-17 11:12:04,192 - mmaction - INFO - Epoch [79][1200/2505] lr: 3.750e-04, eta: 11:23:16, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8839, loss_cls: 1.1403, loss: 1.1403, grad_norm: 8.7728 2020-08-17 11:12:19,376 - mmaction - INFO - Epoch [79][1220/2505] lr: 3.750e-04, eta: 11:23:01, time: 0.758, data_time: 0.001, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8766, loss_cls: 1.1883, loss: 1.1883, grad_norm: 9.1405 2020-08-17 11:12:34,598 - mmaction - INFO - Epoch [79][1240/2505] lr: 3.750e-04, eta: 11:22:46, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8745, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.2662 2020-08-17 11:12:49,880 - mmaction - INFO - Epoch [79][1260/2505] lr: 3.750e-04, eta: 11:22:31, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9010, loss_cls: 1.0934, loss: 1.0934, grad_norm: 8.7963 2020-08-17 11:13:05,023 - mmaction - INFO - Epoch [79][1280/2505] lr: 3.750e-04, eta: 11:22:16, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8823, loss_cls: 1.1648, loss: 1.1648, grad_norm: 9.2112 2020-08-17 11:13:20,144 - mmaction - INFO - Epoch [79][1300/2505] lr: 3.750e-04, eta: 11:22:00, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8839, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.0183 2020-08-17 11:13:35,702 - mmaction - INFO - Epoch [79][1320/2505] lr: 3.750e-04, eta: 11:21:45, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9042, loss_cls: 1.0518, loss: 1.0518, grad_norm: 8.8658 2020-08-17 11:13:51,908 - mmaction - INFO - Epoch [79][1340/2505] lr: 3.750e-04, eta: 11:21:30, time: 0.812, data_time: 0.007, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.9389 2020-08-17 11:14:06,454 - mmaction - INFO - Epoch [79][1360/2505] lr: 3.750e-04, eta: 11:21:15, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.9026, loss_cls: 1.0708, loss: 1.0708, grad_norm: 8.5604 2020-08-17 11:14:21,849 - mmaction - INFO - Epoch [79][1380/2505] lr: 3.750e-04, eta: 11:21:00, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0639, loss: 1.0639, grad_norm: 8.5471 2020-08-17 11:14:37,222 - mmaction - INFO - Epoch [79][1400/2505] lr: 3.750e-04, eta: 11:20:45, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8880, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.6051 2020-08-17 11:14:52,419 - mmaction - INFO - Epoch [79][1420/2505] lr: 3.750e-04, eta: 11:20:29, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8844, loss_cls: 1.1459, loss: 1.1459, grad_norm: 8.6669 2020-08-17 11:15:08,400 - mmaction - INFO - Epoch [79][1440/2505] lr: 3.750e-04, eta: 11:20:14, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8885, loss_cls: 1.1066, loss: 1.1066, grad_norm: 8.7210 2020-08-17 11:15:23,281 - mmaction - INFO - Epoch [79][1460/2505] lr: 3.750e-04, eta: 11:19:59, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8979, loss_cls: 1.1127, loss: 1.1127, grad_norm: 8.8332 2020-08-17 11:15:38,320 - mmaction - INFO - Epoch [79][1480/2505] lr: 3.750e-04, eta: 11:19:44, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8943, loss_cls: 1.1191, loss: 1.1191, grad_norm: 8.9618 2020-08-17 11:15:54,768 - mmaction - INFO - Epoch [79][1500/2505] lr: 3.750e-04, eta: 11:19:29, time: 0.825, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8922, loss_cls: 1.1072, loss: 1.1072, grad_norm: 8.9714 2020-08-17 11:16:09,420 - mmaction - INFO - Epoch [79][1520/2505] lr: 3.750e-04, eta: 11:19:14, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8911, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.4413 2020-08-17 11:16:24,749 - mmaction - INFO - Epoch [79][1540/2505] lr: 3.750e-04, eta: 11:18:58, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8786, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.9394 2020-08-17 11:16:40,241 - mmaction - INFO - Epoch [79][1560/2505] lr: 3.750e-04, eta: 11:18:43, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8854, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.0926 2020-08-17 11:16:55,587 - mmaction - INFO - Epoch [79][1580/2505] lr: 3.750e-04, eta: 11:18:28, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9026, loss_cls: 1.0818, loss: 1.0818, grad_norm: 8.8844 2020-08-17 11:17:10,518 - mmaction - INFO - Epoch [79][1600/2505] lr: 3.750e-04, eta: 11:18:13, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8807, loss_cls: 1.1445, loss: 1.1445, grad_norm: 8.9123 2020-08-17 11:17:25,908 - mmaction - INFO - Epoch [79][1620/2505] lr: 3.750e-04, eta: 11:17:58, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8865, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.0979 2020-08-17 11:17:41,030 - mmaction - INFO - Epoch [79][1640/2505] lr: 3.750e-04, eta: 11:17:42, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8969, loss_cls: 1.1262, loss: 1.1262, grad_norm: 9.0765 2020-08-17 11:17:56,335 - mmaction - INFO - Epoch [79][1660/2505] lr: 3.750e-04, eta: 11:17:27, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1298, loss: 1.1298, grad_norm: 8.8413 2020-08-17 11:18:11,322 - mmaction - INFO - Epoch [79][1680/2505] lr: 3.750e-04, eta: 11:17:12, time: 0.749, data_time: 0.002, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8880, loss_cls: 1.1683, loss: 1.1683, grad_norm: 9.0023 2020-08-17 11:18:26,331 - mmaction - INFO - Epoch [79][1700/2505] lr: 3.750e-04, eta: 11:16:57, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1318, loss: 1.1318, grad_norm: 8.8835 2020-08-17 11:18:41,417 - mmaction - INFO - Epoch [79][1720/2505] lr: 3.750e-04, eta: 11:16:41, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8917, loss_cls: 1.1678, loss: 1.1678, grad_norm: 9.0717 2020-08-17 11:18:56,764 - mmaction - INFO - Epoch [79][1740/2505] lr: 3.750e-04, eta: 11:16:26, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8839, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.5269 2020-08-17 11:19:11,769 - mmaction - INFO - Epoch [79][1760/2505] lr: 3.750e-04, eta: 11:16:11, time: 0.748, data_time: 0.008, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2334 2020-08-17 11:19:27,487 - mmaction - INFO - Epoch [79][1780/2505] lr: 3.750e-04, eta: 11:15:56, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8922, loss_cls: 1.1305, loss: 1.1305, grad_norm: 8.7858 2020-08-17 11:19:42,374 - mmaction - INFO - Epoch [79][1800/2505] lr: 3.750e-04, eta: 11:15:41, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8891, loss_cls: 1.1172, loss: 1.1172, grad_norm: 8.6797 2020-08-17 11:19:57,603 - mmaction - INFO - Epoch [79][1820/2505] lr: 3.750e-04, eta: 11:15:25, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8844, loss_cls: 1.1504, loss: 1.1504, grad_norm: 8.8903 2020-08-17 11:20:12,541 - mmaction - INFO - Epoch [79][1840/2505] lr: 3.750e-04, eta: 11:15:10, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8755, loss_cls: 1.1996, loss: 1.1996, grad_norm: 8.9432 2020-08-17 11:20:27,757 - mmaction - INFO - Epoch [79][1860/2505] lr: 3.750e-04, eta: 11:14:55, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8891, loss_cls: 1.1476, loss: 1.1476, grad_norm: 8.9886 2020-08-17 11:20:42,736 - mmaction - INFO - Epoch [79][1880/2505] lr: 3.750e-04, eta: 11:14:40, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8755, loss_cls: 1.1943, loss: 1.1943, grad_norm: 9.2143 2020-08-17 11:20:58,584 - mmaction - INFO - Epoch [79][1900/2505] lr: 3.750e-04, eta: 11:14:25, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8922, loss_cls: 1.1059, loss: 1.1059, grad_norm: 8.6178 2020-08-17 11:21:13,934 - mmaction - INFO - Epoch [79][1920/2505] lr: 3.750e-04, eta: 11:14:09, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8901, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.8752 2020-08-17 11:21:28,778 - mmaction - INFO - Epoch [79][1940/2505] lr: 3.750e-04, eta: 11:13:54, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.9713 2020-08-17 11:21:44,148 - mmaction - INFO - Epoch [79][1960/2505] lr: 3.750e-04, eta: 11:13:39, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8891, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.8604 2020-08-17 11:21:59,175 - mmaction - INFO - Epoch [79][1980/2505] lr: 3.750e-04, eta: 11:13:24, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8812, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.8138 2020-08-17 11:22:14,236 - mmaction - INFO - Epoch [79][2000/2505] lr: 3.750e-04, eta: 11:13:08, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.1192, loss: 1.1192, grad_norm: 8.7431 2020-08-17 11:22:29,900 - mmaction - INFO - Epoch [79][2020/2505] lr: 3.750e-04, eta: 11:12:53, time: 0.784, data_time: 0.002, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8870, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.0410 2020-08-17 11:22:45,447 - mmaction - INFO - Epoch [79][2040/2505] lr: 3.750e-04, eta: 11:12:38, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8937, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.0688 2020-08-17 11:23:00,174 - mmaction - INFO - Epoch [79][2060/2505] lr: 3.750e-04, eta: 11:12:23, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8839, loss_cls: 1.1511, loss: 1.1511, grad_norm: 8.8106 2020-08-17 11:23:15,199 - mmaction - INFO - Epoch [79][2080/2505] lr: 3.750e-04, eta: 11:12:08, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8917, loss_cls: 1.1174, loss: 1.1174, grad_norm: 8.9406 2020-08-17 11:23:31,211 - mmaction - INFO - Epoch [79][2100/2505] lr: 3.750e-04, eta: 11:11:53, time: 0.804, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8880, loss_cls: 1.1166, loss: 1.1166, grad_norm: 8.8946 2020-08-17 11:23:46,922 - mmaction - INFO - Epoch [79][2120/2505] lr: 3.750e-04, eta: 11:11:38, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9026, loss_cls: 1.0583, loss: 1.0583, grad_norm: 8.4313 2020-08-17 11:24:02,268 - mmaction - INFO - Epoch [79][2140/2505] lr: 3.750e-04, eta: 11:11:22, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8870, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.1460 2020-08-17 11:24:16,931 - mmaction - INFO - Epoch [79][2160/2505] lr: 3.750e-04, eta: 11:11:07, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8875, loss_cls: 1.1043, loss: 1.1043, grad_norm: 8.6814 2020-08-17 11:24:33,308 - mmaction - INFO - Epoch [79][2180/2505] lr: 3.750e-04, eta: 11:10:52, time: 0.820, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8734, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.9793 2020-08-17 11:24:47,643 - mmaction - INFO - Epoch [79][2200/2505] lr: 3.750e-04, eta: 11:10:37, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8922, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.7654 2020-08-17 11:25:02,626 - mmaction - INFO - Epoch [79][2220/2505] lr: 3.750e-04, eta: 11:10:21, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.1211 2020-08-17 11:25:17,660 - mmaction - INFO - Epoch [79][2240/2505] lr: 3.750e-04, eta: 11:10:06, time: 0.752, data_time: 0.002, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.9190 2020-08-17 11:25:32,785 - mmaction - INFO - Epoch [79][2260/2505] lr: 3.750e-04, eta: 11:09:51, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1618, loss: 1.1618, grad_norm: 8.9929 2020-08-17 11:25:48,348 - mmaction - INFO - Epoch [79][2280/2505] lr: 3.750e-04, eta: 11:09:36, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8818, loss_cls: 1.1650, loss: 1.1650, grad_norm: 9.1005 2020-08-17 11:26:03,220 - mmaction - INFO - Epoch [79][2300/2505] lr: 3.750e-04, eta: 11:09:21, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1167, loss: 1.1167, grad_norm: 8.9265 2020-08-17 11:26:18,736 - mmaction - INFO - Epoch [79][2320/2505] lr: 3.750e-04, eta: 11:09:05, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8740, loss_cls: 1.2161, loss: 1.2161, grad_norm: 9.1246 2020-08-17 11:26:33,711 - mmaction - INFO - Epoch [79][2340/2505] lr: 3.750e-04, eta: 11:08:50, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8995, loss_cls: 1.0807, loss: 1.0807, grad_norm: 8.7030 2020-08-17 11:26:49,965 - mmaction - INFO - Epoch [79][2360/2505] lr: 3.750e-04, eta: 11:08:35, time: 0.816, data_time: 0.007, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8818, loss_cls: 1.1325, loss: 1.1325, grad_norm: 8.6367 2020-08-17 11:27:05,195 - mmaction - INFO - Epoch [79][2380/2505] lr: 3.750e-04, eta: 11:08:20, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7036, top5_acc: 0.8854, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.1791 2020-08-17 11:27:20,347 - mmaction - INFO - Epoch [79][2400/2505] lr: 3.750e-04, eta: 11:08:05, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8797, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.0031 2020-08-17 11:27:36,819 - mmaction - INFO - Epoch [79][2420/2505] lr: 3.750e-04, eta: 11:07:50, time: 0.822, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8927, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.0792 2020-08-17 11:27:50,691 - mmaction - INFO - Epoch [79][2440/2505] lr: 3.750e-04, eta: 11:07:34, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8714, loss_cls: 1.1852, loss: 1.1852, grad_norm: 9.0619 2020-08-17 11:28:06,189 - mmaction - INFO - Epoch [79][2460/2505] lr: 3.750e-04, eta: 11:07:19, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8865, loss_cls: 1.1053, loss: 1.1053, grad_norm: 8.4808 2020-08-17 11:28:20,828 - mmaction - INFO - Epoch [79][2480/2505] lr: 3.750e-04, eta: 11:07:04, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2254, loss: 1.2254, grad_norm: 9.2143 2020-08-17 11:28:36,825 - mmaction - INFO - Epoch [79][2500/2505] lr: 3.750e-04, eta: 11:06:49, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8917, loss_cls: 1.1433, loss: 1.1433, grad_norm: 9.1924 2020-08-17 11:28:40,970 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-08-17 11:29:05,052 - mmaction - INFO - Epoch [80][20/2505] lr: 3.750e-04, eta: 11:06:31, time: 1.172, data_time: 0.534, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8854, loss_cls: 1.1502, loss: 1.1502, grad_norm: 8.7911 2020-08-17 11:29:18,156 - mmaction - INFO - Epoch [80][40/2505] lr: 3.750e-04, eta: 11:06:15, time: 0.658, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8911, loss_cls: 1.0768, loss: 1.0768, grad_norm: 8.5560 2020-08-17 11:29:32,476 - mmaction - INFO - Epoch [80][60/2505] lr: 3.750e-04, eta: 11:06:00, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0374, loss: 1.0374, grad_norm: 8.6184 2020-08-17 11:29:47,260 - mmaction - INFO - Epoch [80][80/2505] lr: 3.750e-04, eta: 11:05:44, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8740, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.4031 2020-08-17 11:30:01,885 - mmaction - INFO - Epoch [80][100/2505] lr: 3.750e-04, eta: 11:05:29, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8844, loss_cls: 1.1576, loss: 1.1576, grad_norm: 8.9256 2020-08-17 11:30:18,097 - mmaction - INFO - Epoch [80][120/2505] lr: 3.750e-04, eta: 11:05:14, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8917, loss_cls: 1.1498, loss: 1.1498, grad_norm: 8.8699 2020-08-17 11:30:32,735 - mmaction - INFO - Epoch [80][140/2505] lr: 3.750e-04, eta: 11:04:59, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8901, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.0589 2020-08-17 11:30:48,485 - mmaction - INFO - Epoch [80][160/2505] lr: 3.750e-04, eta: 11:04:44, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8823, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.0873 2020-08-17 11:31:02,771 - mmaction - INFO - Epoch [80][180/2505] lr: 3.750e-04, eta: 11:04:28, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8891, loss_cls: 1.1383, loss: 1.1383, grad_norm: 8.9949 2020-08-17 11:31:18,656 - mmaction - INFO - Epoch [80][200/2505] lr: 3.750e-04, eta: 11:04:13, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.9005, loss_cls: 1.0859, loss: 1.0859, grad_norm: 8.7618 2020-08-17 11:31:33,100 - mmaction - INFO - Epoch [80][220/2505] lr: 3.750e-04, eta: 11:03:58, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8818, loss_cls: 1.1647, loss: 1.1647, grad_norm: 8.8311 2020-08-17 11:31:48,705 - mmaction - INFO - Epoch [80][240/2505] lr: 3.750e-04, eta: 11:03:43, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8932, loss_cls: 1.1246, loss: 1.1246, grad_norm: 8.6342 2020-08-17 11:32:03,135 - mmaction - INFO - Epoch [80][260/2505] lr: 3.750e-04, eta: 11:03:27, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8880, loss_cls: 1.1143, loss: 1.1143, grad_norm: 8.7361 2020-08-17 11:32:18,966 - mmaction - INFO - Epoch [80][280/2505] lr: 3.750e-04, eta: 11:03:12, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8870, loss_cls: 1.0997, loss: 1.0997, grad_norm: 8.6102 2020-08-17 11:32:33,341 - mmaction - INFO - Epoch [80][300/2505] lr: 3.750e-04, eta: 11:02:57, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.1355 2020-08-17 11:32:48,379 - mmaction - INFO - Epoch [80][320/2505] lr: 3.750e-04, eta: 11:02:42, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8969, loss_cls: 1.1111, loss: 1.1111, grad_norm: 8.8985 2020-08-17 11:33:03,644 - mmaction - INFO - Epoch [80][340/2505] lr: 3.750e-04, eta: 11:02:26, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8937, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.7599 2020-08-17 11:33:19,125 - mmaction - INFO - Epoch [80][360/2505] lr: 3.750e-04, eta: 11:02:11, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.0529 2020-08-17 11:33:33,822 - mmaction - INFO - Epoch [80][380/2505] lr: 3.750e-04, eta: 11:01:56, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8839, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.9398 2020-08-17 11:33:49,704 - mmaction - INFO - Epoch [80][400/2505] lr: 3.750e-04, eta: 11:01:41, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8943, loss_cls: 1.1357, loss: 1.1357, grad_norm: 8.8279 2020-08-17 11:34:04,435 - mmaction - INFO - Epoch [80][420/2505] lr: 3.750e-04, eta: 11:01:25, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8927, loss_cls: 1.1168, loss: 1.1168, grad_norm: 8.7131 2020-08-17 11:34:19,757 - mmaction - INFO - Epoch [80][440/2505] lr: 3.750e-04, eta: 11:01:10, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8854, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.8103 2020-08-17 11:34:34,714 - mmaction - INFO - Epoch [80][460/2505] lr: 3.750e-04, eta: 11:00:55, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8911, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.8787 2020-08-17 11:34:49,963 - mmaction - INFO - Epoch [80][480/2505] lr: 3.750e-04, eta: 11:00:40, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8823, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.1419 2020-08-17 11:35:05,002 - mmaction - INFO - Epoch [80][500/2505] lr: 3.750e-04, eta: 11:00:25, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8802, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.0373 2020-08-17 11:35:19,889 - mmaction - INFO - Epoch [80][520/2505] lr: 3.750e-04, eta: 11:00:09, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8979, loss_cls: 1.1044, loss: 1.1044, grad_norm: 8.7286 2020-08-17 11:35:34,777 - mmaction - INFO - Epoch [80][540/2505] lr: 3.750e-04, eta: 10:59:54, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8807, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.1043 2020-08-17 11:35:49,991 - mmaction - INFO - Epoch [80][560/2505] lr: 3.750e-04, eta: 10:59:39, time: 0.761, data_time: 0.003, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8865, loss_cls: 1.1645, loss: 1.1645, grad_norm: 8.8327 2020-08-17 11:36:05,337 - mmaction - INFO - Epoch [80][580/2505] lr: 3.750e-04, eta: 10:59:24, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1219, loss: 1.1219, grad_norm: 8.8289 2020-08-17 11:36:21,539 - mmaction - INFO - Epoch [80][600/2505] lr: 3.750e-04, eta: 10:59:09, time: 0.812, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9010, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.1015 2020-08-17 11:36:36,044 - mmaction - INFO - Epoch [80][620/2505] lr: 3.750e-04, eta: 10:58:53, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8906, loss_cls: 1.1629, loss: 1.1629, grad_norm: 9.0703 2020-08-17 11:36:51,117 - mmaction - INFO - Epoch [80][640/2505] lr: 3.750e-04, eta: 10:58:38, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8870, loss_cls: 1.1483, loss: 1.1483, grad_norm: 8.9034 2020-08-17 11:37:06,782 - mmaction - INFO - Epoch [80][660/2505] lr: 3.750e-04, eta: 10:58:23, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8927, loss_cls: 1.1160, loss: 1.1160, grad_norm: 9.0012 2020-08-17 11:37:22,376 - mmaction - INFO - Epoch [80][680/2505] lr: 3.750e-04, eta: 10:58:08, time: 0.779, data_time: 0.008, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8943, loss_cls: 1.1456, loss: 1.1456, grad_norm: 8.8704 2020-08-17 11:37:37,156 - mmaction - INFO - Epoch [80][700/2505] lr: 3.750e-04, eta: 10:57:53, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8938, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.2886 2020-08-17 11:37:52,507 - mmaction - INFO - Epoch [80][720/2505] lr: 3.750e-04, eta: 10:57:37, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8953, loss_cls: 1.1234, loss: 1.1234, grad_norm: 8.8991 2020-08-17 11:38:08,302 - mmaction - INFO - Epoch [80][740/2505] lr: 3.750e-04, eta: 10:57:22, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.0302 2020-08-17 11:38:24,272 - mmaction - INFO - Epoch [80][760/2505] lr: 3.750e-04, eta: 10:57:07, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8896, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.0805 2020-08-17 11:38:38,658 - mmaction - INFO - Epoch [80][780/2505] lr: 3.750e-04, eta: 10:56:52, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8719, loss_cls: 1.2671, loss: 1.2671, grad_norm: 9.5115 2020-08-17 11:38:54,101 - mmaction - INFO - Epoch [80][800/2505] lr: 3.750e-04, eta: 10:56:37, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8818, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.0464 2020-08-17 11:39:09,778 - mmaction - INFO - Epoch [80][820/2505] lr: 3.750e-04, eta: 10:56:22, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.1280 2020-08-17 11:39:24,345 - mmaction - INFO - Epoch [80][840/2505] lr: 3.750e-04, eta: 10:56:06, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8901, loss_cls: 1.1368, loss: 1.1368, grad_norm: 9.0509 2020-08-17 11:39:39,603 - mmaction - INFO - Epoch [80][860/2505] lr: 3.750e-04, eta: 10:55:51, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8745, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.2374 2020-08-17 11:39:54,694 - mmaction - INFO - Epoch [80][880/2505] lr: 3.750e-04, eta: 10:55:36, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.9010, loss_cls: 1.1041, loss: 1.1041, grad_norm: 8.8240 2020-08-17 11:40:09,960 - mmaction - INFO - Epoch [80][900/2505] lr: 3.750e-04, eta: 10:55:21, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8823, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.9945 2020-08-17 11:40:25,518 - mmaction - INFO - Epoch [80][920/2505] lr: 3.750e-04, eta: 10:55:05, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.0961, loss: 1.0961, grad_norm: 8.6521 2020-08-17 11:40:40,512 - mmaction - INFO - Epoch [80][940/2505] lr: 3.750e-04, eta: 10:54:50, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9047, loss_cls: 1.0588, loss: 1.0588, grad_norm: 8.8015 2020-08-17 11:40:55,877 - mmaction - INFO - Epoch [80][960/2505] lr: 3.750e-04, eta: 10:54:35, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8948, loss_cls: 1.1149, loss: 1.1149, grad_norm: 8.8786 2020-08-17 11:41:11,327 - mmaction - INFO - Epoch [80][980/2505] lr: 3.750e-04, eta: 10:54:20, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8932, loss_cls: 1.1181, loss: 1.1181, grad_norm: 8.9020 2020-08-17 11:41:26,999 - mmaction - INFO - Epoch [80][1000/2505] lr: 3.750e-04, eta: 10:54:05, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8812, loss_cls: 1.1526, loss: 1.1526, grad_norm: 9.0200 2020-08-17 11:41:42,095 - mmaction - INFO - Epoch [80][1020/2505] lr: 3.750e-04, eta: 10:53:50, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.0903 2020-08-17 11:41:57,280 - mmaction - INFO - Epoch [80][1040/2505] lr: 3.750e-04, eta: 10:53:34, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1178, loss: 1.1178, grad_norm: 8.9431 2020-08-17 11:42:12,700 - mmaction - INFO - Epoch [80][1060/2505] lr: 3.750e-04, eta: 10:53:19, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8906, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.8918 2020-08-17 11:42:28,052 - mmaction - INFO - Epoch [80][1080/2505] lr: 3.750e-04, eta: 10:53:04, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8885, loss_cls: 1.1582, loss: 1.1582, grad_norm: 8.9743 2020-08-17 11:42:43,982 - mmaction - INFO - Epoch [80][1100/2505] lr: 3.750e-04, eta: 10:52:49, time: 0.798, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8911, loss_cls: 1.1196, loss: 1.1196, grad_norm: 8.8915 2020-08-17 11:42:59,225 - mmaction - INFO - Epoch [80][1120/2505] lr: 3.750e-04, eta: 10:52:34, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.7250, top5_acc: 0.9005, loss_cls: 1.1048, loss: 1.1048, grad_norm: 8.8673 2020-08-17 11:43:15,496 - mmaction - INFO - Epoch [80][1140/2505] lr: 3.750e-04, eta: 10:52:19, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8781, loss_cls: 1.1271, loss: 1.1271, grad_norm: 8.5568 2020-08-17 11:43:30,917 - mmaction - INFO - Epoch [80][1160/2505] lr: 3.750e-04, eta: 10:52:04, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8745, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.0635 2020-08-17 11:43:46,290 - mmaction - INFO - Epoch [80][1180/2505] lr: 3.750e-04, eta: 10:51:49, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8938, loss_cls: 1.0967, loss: 1.0967, grad_norm: 8.6671 2020-08-17 11:44:01,494 - mmaction - INFO - Epoch [80][1200/2505] lr: 3.750e-04, eta: 10:51:33, time: 0.760, data_time: 0.003, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8875, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.7950 2020-08-17 11:44:17,185 - mmaction - INFO - Epoch [80][1220/2505] lr: 3.750e-04, eta: 10:51:18, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8839, loss_cls: 1.1759, loss: 1.1759, grad_norm: 8.9919 2020-08-17 11:44:32,747 - mmaction - INFO - Epoch [80][1240/2505] lr: 3.750e-04, eta: 10:51:03, time: 0.780, data_time: 0.003, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8979, loss_cls: 1.0912, loss: 1.0912, grad_norm: 8.7505 2020-08-17 11:44:47,785 - mmaction - INFO - Epoch [80][1260/2505] lr: 3.750e-04, eta: 10:50:48, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8885, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.9519 2020-08-17 11:45:04,471 - mmaction - INFO - Epoch [80][1280/2505] lr: 3.750e-04, eta: 10:50:33, time: 0.837, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8984, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.0918 2020-08-17 11:45:19,039 - mmaction - INFO - Epoch [80][1300/2505] lr: 3.750e-04, eta: 10:50:18, time: 0.729, data_time: 0.003, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1581, loss: 1.1581, grad_norm: 8.9119 2020-08-17 11:45:34,999 - mmaction - INFO - Epoch [80][1320/2505] lr: 3.750e-04, eta: 10:50:03, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8807, loss_cls: 1.1692, loss: 1.1692, grad_norm: 8.9451 2020-08-17 11:45:50,021 - mmaction - INFO - Epoch [80][1340/2505] lr: 3.750e-04, eta: 10:49:47, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.2053, loss: 1.2053, grad_norm: 9.0477 2020-08-17 11:46:05,659 - mmaction - INFO - Epoch [80][1360/2505] lr: 3.750e-04, eta: 10:49:32, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7062, top5_acc: 0.8854, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.2893 2020-08-17 11:46:20,948 - mmaction - INFO - Epoch [80][1380/2505] lr: 3.750e-04, eta: 10:49:17, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8927, loss_cls: 1.1320, loss: 1.1320, grad_norm: 8.9821 2020-08-17 11:46:36,355 - mmaction - INFO - Epoch [80][1400/2505] lr: 3.750e-04, eta: 10:49:02, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8854, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.0323 2020-08-17 11:46:52,293 - mmaction - INFO - Epoch [80][1420/2505] lr: 3.750e-04, eta: 10:48:47, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1577, loss: 1.1577, grad_norm: 8.9576 2020-08-17 11:47:07,790 - mmaction - INFO - Epoch [80][1440/2505] lr: 3.750e-04, eta: 10:48:32, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8776, loss_cls: 1.1916, loss: 1.1916, grad_norm: 8.9984 2020-08-17 11:47:22,984 - mmaction - INFO - Epoch [80][1460/2505] lr: 3.750e-04, eta: 10:48:17, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8943, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.8684 2020-08-17 11:47:38,682 - mmaction - INFO - Epoch [80][1480/2505] lr: 3.750e-04, eta: 10:48:01, time: 0.786, data_time: 0.003, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8948, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.9071 2020-08-17 11:47:54,366 - mmaction - INFO - Epoch [80][1500/2505] lr: 3.750e-04, eta: 10:47:46, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8885, loss_cls: 1.1429, loss: 1.1429, grad_norm: 8.9051 2020-08-17 11:48:09,977 - mmaction - INFO - Epoch [80][1520/2505] lr: 3.750e-04, eta: 10:47:31, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8974, loss_cls: 1.0931, loss: 1.0931, grad_norm: 8.7061 2020-08-17 11:48:26,092 - mmaction - INFO - Epoch [80][1540/2505] lr: 3.750e-04, eta: 10:47:16, time: 0.806, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8865, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.9165 2020-08-17 11:48:41,083 - mmaction - INFO - Epoch [80][1560/2505] lr: 3.750e-04, eta: 10:47:01, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8760, loss_cls: 1.1372, loss: 1.1372, grad_norm: 8.8426 2020-08-17 11:48:56,323 - mmaction - INFO - Epoch [80][1580/2505] lr: 3.750e-04, eta: 10:46:46, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.2162 2020-08-17 11:49:13,339 - mmaction - INFO - Epoch [80][1600/2505] lr: 3.750e-04, eta: 10:46:31, time: 0.853, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8917, loss_cls: 1.1491, loss: 1.1491, grad_norm: 8.8184 2020-08-17 11:49:28,404 - mmaction - INFO - Epoch [80][1620/2505] lr: 3.750e-04, eta: 10:46:16, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8786, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.1348 2020-08-17 11:49:43,802 - mmaction - INFO - Epoch [80][1640/2505] lr: 3.750e-04, eta: 10:46:01, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8865, loss_cls: 1.1365, loss: 1.1365, grad_norm: 8.9811 2020-08-17 11:49:59,480 - mmaction - INFO - Epoch [80][1660/2505] lr: 3.750e-04, eta: 10:45:46, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8979, loss_cls: 1.0982, loss: 1.0982, grad_norm: 8.6657 2020-08-17 11:50:15,117 - mmaction - INFO - Epoch [80][1680/2505] lr: 3.750e-04, eta: 10:45:30, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8896, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.3359 2020-08-17 11:50:30,441 - mmaction - INFO - Epoch [80][1700/2505] lr: 3.750e-04, eta: 10:45:15, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8943, loss_cls: 1.0971, loss: 1.0971, grad_norm: 8.7025 2020-08-17 11:50:46,769 - mmaction - INFO - Epoch [80][1720/2505] lr: 3.750e-04, eta: 10:45:00, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8792, loss_cls: 1.1692, loss: 1.1692, grad_norm: 8.8715 2020-08-17 11:51:02,104 - mmaction - INFO - Epoch [80][1740/2505] lr: 3.750e-04, eta: 10:44:45, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8854, loss_cls: 1.0985, loss: 1.0985, grad_norm: 8.7905 2020-08-17 11:51:17,848 - mmaction - INFO - Epoch [80][1760/2505] lr: 3.750e-04, eta: 10:44:30, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8828, loss_cls: 1.1605, loss: 1.1605, grad_norm: 8.8839 2020-08-17 11:51:33,191 - mmaction - INFO - Epoch [80][1780/2505] lr: 3.750e-04, eta: 10:44:15, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8932, loss_cls: 1.0952, loss: 1.0952, grad_norm: 8.6325 2020-08-17 11:51:49,195 - mmaction - INFO - Epoch [80][1800/2505] lr: 3.750e-04, eta: 10:44:00, time: 0.803, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8901, loss_cls: 1.1207, loss: 1.1207, grad_norm: 8.8158 2020-08-17 11:52:04,382 - mmaction - INFO - Epoch [80][1820/2505] lr: 3.750e-04, eta: 10:43:45, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8927, loss_cls: 1.1132, loss: 1.1132, grad_norm: 8.8598 2020-08-17 11:52:20,041 - mmaction - INFO - Epoch [80][1840/2505] lr: 3.750e-04, eta: 10:43:30, time: 0.782, data_time: 0.003, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8854, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.8769 2020-08-17 11:52:35,471 - mmaction - INFO - Epoch [80][1860/2505] lr: 3.750e-04, eta: 10:43:14, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8818, loss_cls: 1.1693, loss: 1.1693, grad_norm: 8.8008 2020-08-17 11:52:50,947 - mmaction - INFO - Epoch [80][1880/2505] lr: 3.750e-04, eta: 10:42:59, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8901, loss_cls: 1.0901, loss: 1.0901, grad_norm: 8.6516 2020-08-17 11:53:06,365 - mmaction - INFO - Epoch [80][1900/2505] lr: 3.750e-04, eta: 10:42:44, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8896, loss_cls: 1.1759, loss: 1.1759, grad_norm: 8.9568 2020-08-17 11:53:22,760 - mmaction - INFO - Epoch [80][1920/2505] lr: 3.750e-04, eta: 10:42:29, time: 0.817, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.0090 2020-08-17 11:53:37,789 - mmaction - INFO - Epoch [80][1940/2505] lr: 3.750e-04, eta: 10:42:14, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8807, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.0988 2020-08-17 11:53:53,282 - mmaction - INFO - Epoch [80][1960/2505] lr: 3.750e-04, eta: 10:41:59, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8854, loss_cls: 1.1427, loss: 1.1427, grad_norm: 8.8050 2020-08-17 11:54:08,527 - mmaction - INFO - Epoch [80][1980/2505] lr: 3.750e-04, eta: 10:41:44, time: 0.762, data_time: 0.008, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8865, loss_cls: 1.1087, loss: 1.1087, grad_norm: 8.8439 2020-08-17 11:54:24,062 - mmaction - INFO - Epoch [80][2000/2505] lr: 3.750e-04, eta: 10:41:29, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8854, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.9856 2020-08-17 11:54:39,909 - mmaction - INFO - Epoch [80][2020/2505] lr: 3.750e-04, eta: 10:41:13, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8896, loss_cls: 1.1188, loss: 1.1188, grad_norm: 8.6724 2020-08-17 11:54:55,427 - mmaction - INFO - Epoch [80][2040/2505] lr: 3.750e-04, eta: 10:40:58, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8854, loss_cls: 1.0989, loss: 1.0989, grad_norm: 8.5591 2020-08-17 11:55:11,174 - mmaction - INFO - Epoch [80][2060/2505] lr: 3.750e-04, eta: 10:40:43, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8995, loss_cls: 1.1041, loss: 1.1041, grad_norm: 8.9209 2020-08-17 11:55:27,170 - mmaction - INFO - Epoch [80][2080/2505] lr: 3.750e-04, eta: 10:40:28, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8958, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.0559 2020-08-17 11:55:42,395 - mmaction - INFO - Epoch [80][2100/2505] lr: 3.750e-04, eta: 10:40:13, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8771, loss_cls: 1.2088, loss: 1.2088, grad_norm: 9.2269 2020-08-17 11:55:58,023 - mmaction - INFO - Epoch [80][2120/2505] lr: 3.750e-04, eta: 10:39:58, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8859, loss_cls: 1.1209, loss: 1.1209, grad_norm: 8.9451 2020-08-17 11:56:14,342 - mmaction - INFO - Epoch [80][2140/2505] lr: 3.750e-04, eta: 10:39:43, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8818, loss_cls: 1.1249, loss: 1.1249, grad_norm: 8.9056 2020-08-17 11:56:29,685 - mmaction - INFO - Epoch [80][2160/2505] lr: 3.750e-04, eta: 10:39:28, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8792, loss_cls: 1.1439, loss: 1.1439, grad_norm: 8.9781 2020-08-17 11:56:46,737 - mmaction - INFO - Epoch [80][2180/2505] lr: 3.750e-04, eta: 10:39:13, time: 0.849, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8771, loss_cls: 1.1333, loss: 1.1333, grad_norm: 8.9198 2020-08-17 11:57:02,929 - mmaction - INFO - Epoch [80][2200/2505] lr: 3.750e-04, eta: 10:38:58, time: 0.813, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8802, loss_cls: 1.1738, loss: 1.1738, grad_norm: 8.8416 2020-08-17 11:57:18,615 - mmaction - INFO - Epoch [80][2220/2505] lr: 3.750e-04, eta: 10:38:43, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8807, loss_cls: 1.1424, loss: 1.1424, grad_norm: 8.7063 2020-08-17 11:57:33,855 - mmaction - INFO - Epoch [80][2240/2505] lr: 3.750e-04, eta: 10:38:28, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8932, loss_cls: 1.0913, loss: 1.0913, grad_norm: 8.8414 2020-08-17 11:57:49,185 - mmaction - INFO - Epoch [80][2260/2505] lr: 3.750e-04, eta: 10:38:13, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8896, loss_cls: 1.1248, loss: 1.1248, grad_norm: 8.6346 2020-08-17 11:58:05,479 - mmaction - INFO - Epoch [80][2280/2505] lr: 3.750e-04, eta: 10:37:58, time: 0.818, data_time: 0.007, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9021, loss_cls: 1.0349, loss: 1.0349, grad_norm: 8.7121 2020-08-17 11:58:22,522 - mmaction - INFO - Epoch [80][2300/2505] lr: 3.750e-04, eta: 10:37:43, time: 0.851, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.2128 2020-08-17 11:58:36,869 - mmaction - INFO - Epoch [80][2320/2505] lr: 3.750e-04, eta: 10:37:27, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.1257 2020-08-17 11:58:52,282 - mmaction - INFO - Epoch [80][2340/2505] lr: 3.750e-04, eta: 10:37:12, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8755, loss_cls: 1.2002, loss: 1.2002, grad_norm: 8.9503 2020-08-17 11:59:09,187 - mmaction - INFO - Epoch [80][2360/2505] lr: 3.750e-04, eta: 10:36:58, time: 0.847, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8823, loss_cls: 1.1696, loss: 1.1696, grad_norm: 8.9280 2020-08-17 11:59:24,375 - mmaction - INFO - Epoch [80][2380/2505] lr: 3.750e-04, eta: 10:36:42, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8854, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.9495 2020-08-17 11:59:39,654 - mmaction - INFO - Epoch [80][2400/2505] lr: 3.750e-04, eta: 10:36:27, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8948, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.0458 2020-08-17 11:59:55,253 - mmaction - INFO - Epoch [80][2420/2505] lr: 3.750e-04, eta: 10:36:12, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.9031, loss_cls: 1.0847, loss: 1.0847, grad_norm: 8.9754 2020-08-17 12:00:12,732 - mmaction - INFO - Epoch [80][2440/2505] lr: 3.750e-04, eta: 10:35:57, time: 0.868, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8865, loss_cls: 1.1617, loss: 1.1617, grad_norm: 8.9142 2020-08-17 12:00:27,821 - mmaction - INFO - Epoch [80][2460/2505] lr: 3.750e-04, eta: 10:35:42, time: 0.760, data_time: 0.020, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8823, loss_cls: 1.1426, loss: 1.1426, grad_norm: 8.8954 2020-08-17 12:00:43,283 - mmaction - INFO - Epoch [80][2480/2505] lr: 3.750e-04, eta: 10:35:27, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.2370 2020-08-17 12:00:58,737 - mmaction - INFO - Epoch [80][2500/2505] lr: 3.750e-04, eta: 10:35:12, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8859, loss_cls: 1.0848, loss: 1.0848, grad_norm: 8.9172 2020-08-17 12:01:02,766 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-08-17 12:01:28,459 - mmaction - INFO - Epoch [81][20/2505] lr: 3.750e-05, eta: 10:34:54, time: 1.254, data_time: 0.601, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8891, loss_cls: 1.0795, loss: 1.0795, grad_norm: 8.6094 2020-08-17 12:01:41,514 - mmaction - INFO - Epoch [81][40/2505] lr: 3.750e-05, eta: 10:34:39, time: 0.656, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.1807, loss: 1.1807, grad_norm: 9.2638 2020-08-17 12:01:57,568 - mmaction - INFO - Epoch [81][60/2505] lr: 3.750e-05, eta: 10:34:24, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8708, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.0000 2020-08-17 12:02:13,166 - mmaction - INFO - Epoch [81][80/2505] lr: 3.750e-05, eta: 10:34:08, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.2558 2020-08-17 12:02:28,355 - mmaction - INFO - Epoch [81][100/2505] lr: 3.750e-05, eta: 10:33:53, time: 0.756, data_time: 0.008, memory: 8343, top1_acc: 0.7297, top5_acc: 0.9021, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.0961 2020-08-17 12:02:43,484 - mmaction - INFO - Epoch [81][120/2505] lr: 3.750e-05, eta: 10:33:38, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8880, loss_cls: 1.1460, loss: 1.1460, grad_norm: 8.9150 2020-08-17 12:02:58,432 - mmaction - INFO - Epoch [81][140/2505] lr: 3.750e-05, eta: 10:33:23, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9021, loss_cls: 1.0640, loss: 1.0640, grad_norm: 8.8114 2020-08-17 12:03:13,926 - mmaction - INFO - Epoch [81][160/2505] lr: 3.750e-05, eta: 10:33:08, time: 0.774, data_time: 0.001, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1436, loss: 1.1436, grad_norm: 8.8838 2020-08-17 12:03:29,225 - mmaction - INFO - Epoch [81][180/2505] lr: 3.750e-05, eta: 10:32:52, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0401, loss: 1.0401, grad_norm: 8.5208 2020-08-17 12:03:45,236 - mmaction - INFO - Epoch [81][200/2505] lr: 3.750e-05, eta: 10:32:37, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8938, loss_cls: 1.1021, loss: 1.1021, grad_norm: 8.9511 2020-08-17 12:03:59,861 - mmaction - INFO - Epoch [81][220/2505] lr: 3.750e-05, eta: 10:32:22, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8854, loss_cls: 1.1727, loss: 1.1727, grad_norm: 8.8054 2020-08-17 12:04:15,938 - mmaction - INFO - Epoch [81][240/2505] lr: 3.750e-05, eta: 10:32:07, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8854, loss_cls: 1.1500, loss: 1.1500, grad_norm: 8.9429 2020-08-17 12:04:30,629 - mmaction - INFO - Epoch [81][260/2505] lr: 3.750e-05, eta: 10:31:52, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8984, loss_cls: 1.1011, loss: 1.1011, grad_norm: 8.6157 2020-08-17 12:04:47,003 - mmaction - INFO - Epoch [81][280/2505] lr: 3.750e-05, eta: 10:31:37, time: 0.817, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8927, loss_cls: 1.1328, loss: 1.1328, grad_norm: 8.8909 2020-08-17 12:05:02,556 - mmaction - INFO - Epoch [81][300/2505] lr: 3.750e-05, eta: 10:31:22, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8802, loss_cls: 1.1388, loss: 1.1388, grad_norm: 8.9115 2020-08-17 12:05:17,057 - mmaction - INFO - Epoch [81][320/2505] lr: 3.750e-05, eta: 10:31:06, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8776, loss_cls: 1.1805, loss: 1.1805, grad_norm: 9.2428 2020-08-17 12:05:32,418 - mmaction - INFO - Epoch [81][340/2505] lr: 3.750e-05, eta: 10:30:51, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0996, loss: 1.0996, grad_norm: 8.8587 2020-08-17 12:05:47,435 - mmaction - INFO - Epoch [81][360/2505] lr: 3.750e-05, eta: 10:30:36, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8859, loss_cls: 1.0669, loss: 1.0669, grad_norm: 8.5117 2020-08-17 12:06:02,547 - mmaction - INFO - Epoch [81][380/2505] lr: 3.750e-05, eta: 10:30:21, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8870, loss_cls: 1.1017, loss: 1.1017, grad_norm: 8.4866 2020-08-17 12:06:18,311 - mmaction - INFO - Epoch [81][400/2505] lr: 3.750e-05, eta: 10:30:05, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8943, loss_cls: 1.0931, loss: 1.0931, grad_norm: 8.9233 2020-08-17 12:06:33,709 - mmaction - INFO - Epoch [81][420/2505] lr: 3.750e-05, eta: 10:29:50, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.0395 2020-08-17 12:06:49,145 - mmaction - INFO - Epoch [81][440/2505] lr: 3.750e-05, eta: 10:29:35, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8891, loss_cls: 1.0935, loss: 1.0935, grad_norm: 8.7635 2020-08-17 12:07:04,013 - mmaction - INFO - Epoch [81][460/2505] lr: 3.750e-05, eta: 10:29:20, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8964, loss_cls: 1.1262, loss: 1.1262, grad_norm: 8.8773 2020-08-17 12:07:19,756 - mmaction - INFO - Epoch [81][480/2505] lr: 3.750e-05, eta: 10:29:05, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8823, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.9212 2020-08-17 12:07:34,823 - mmaction - INFO - Epoch [81][500/2505] lr: 3.750e-05, eta: 10:28:50, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8885, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.7714 2020-08-17 12:07:50,394 - mmaction - INFO - Epoch [81][520/2505] lr: 3.750e-05, eta: 10:28:34, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8917, loss_cls: 1.1051, loss: 1.1051, grad_norm: 8.6461 2020-08-17 12:08:05,402 - mmaction - INFO - Epoch [81][540/2505] lr: 3.750e-05, eta: 10:28:19, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8958, loss_cls: 1.0605, loss: 1.0605, grad_norm: 8.2994 2020-08-17 12:08:21,193 - mmaction - INFO - Epoch [81][560/2505] lr: 3.750e-05, eta: 10:28:04, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8932, loss_cls: 1.1082, loss: 1.1082, grad_norm: 8.6937 2020-08-17 12:08:36,676 - mmaction - INFO - Epoch [81][580/2505] lr: 3.750e-05, eta: 10:27:49, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8812, loss_cls: 1.1358, loss: 1.1358, grad_norm: 8.9685 2020-08-17 12:08:51,302 - mmaction - INFO - Epoch [81][600/2505] lr: 3.750e-05, eta: 10:27:34, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8870, loss_cls: 1.1226, loss: 1.1226, grad_norm: 8.6591 2020-08-17 12:09:06,221 - mmaction - INFO - Epoch [81][620/2505] lr: 3.750e-05, eta: 10:27:18, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8917, loss_cls: 1.1016, loss: 1.1016, grad_norm: 8.7453 2020-08-17 12:09:21,731 - mmaction - INFO - Epoch [81][640/2505] lr: 3.750e-05, eta: 10:27:03, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8740, loss_cls: 1.2096, loss: 1.2096, grad_norm: 9.2091 2020-08-17 12:09:37,506 - mmaction - INFO - Epoch [81][660/2505] lr: 3.750e-05, eta: 10:26:48, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.0754, loss: 1.0754, grad_norm: 8.8226 2020-08-17 12:09:51,903 - mmaction - INFO - Epoch [81][680/2505] lr: 3.750e-05, eta: 10:26:33, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8875, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.8771 2020-08-17 12:10:07,607 - mmaction - INFO - Epoch [81][700/2505] lr: 3.750e-05, eta: 10:26:18, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8839, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.0380 2020-08-17 12:10:22,266 - mmaction - INFO - Epoch [81][720/2505] lr: 3.750e-05, eta: 10:26:02, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8937, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.0481 2020-08-17 12:10:37,918 - mmaction - INFO - Epoch [81][740/2505] lr: 3.750e-05, eta: 10:25:47, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8911, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.1501 2020-08-17 12:10:53,691 - mmaction - INFO - Epoch [81][760/2505] lr: 3.750e-05, eta: 10:25:32, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.1619, loss: 1.1619, grad_norm: 8.8043 2020-08-17 12:11:09,991 - mmaction - INFO - Epoch [81][780/2505] lr: 3.750e-05, eta: 10:25:17, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8802, loss_cls: 1.1525, loss: 1.1525, grad_norm: 9.0403 2020-08-17 12:11:24,183 - mmaction - INFO - Epoch [81][800/2505] lr: 3.750e-05, eta: 10:25:02, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1303, loss: 1.1303, grad_norm: 8.5950 2020-08-17 12:11:39,181 - mmaction - INFO - Epoch [81][820/2505] lr: 3.750e-05, eta: 10:24:46, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8995, loss_cls: 1.0893, loss: 1.0893, grad_norm: 9.0408 2020-08-17 12:11:53,926 - mmaction - INFO - Epoch [81][840/2505] lr: 3.750e-05, eta: 10:24:31, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2167, loss: 1.2167, grad_norm: 9.3947 2020-08-17 12:12:10,136 - mmaction - INFO - Epoch [81][860/2505] lr: 3.750e-05, eta: 10:24:16, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8859, loss_cls: 1.1022, loss: 1.1022, grad_norm: 8.6906 2020-08-17 12:12:24,778 - mmaction - INFO - Epoch [81][880/2505] lr: 3.750e-05, eta: 10:24:01, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7458, top5_acc: 0.9057, loss_cls: 1.0192, loss: 1.0192, grad_norm: 8.5737 2020-08-17 12:12:39,892 - mmaction - INFO - Epoch [81][900/2505] lr: 3.750e-05, eta: 10:23:45, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8974, loss_cls: 1.0732, loss: 1.0732, grad_norm: 8.6241 2020-08-17 12:12:55,566 - mmaction - INFO - Epoch [81][920/2505] lr: 3.750e-05, eta: 10:23:30, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8922, loss_cls: 1.0806, loss: 1.0806, grad_norm: 8.7031 2020-08-17 12:13:10,083 - mmaction - INFO - Epoch [81][940/2505] lr: 3.750e-05, eta: 10:23:15, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8932, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.8823 2020-08-17 12:13:25,572 - mmaction - INFO - Epoch [81][960/2505] lr: 3.750e-05, eta: 10:23:00, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8901, loss_cls: 1.1312, loss: 1.1312, grad_norm: 8.8843 2020-08-17 12:13:41,608 - mmaction - INFO - Epoch [81][980/2505] lr: 3.750e-05, eta: 10:22:45, time: 0.800, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.8746 2020-08-17 12:13:56,756 - mmaction - INFO - Epoch [81][1000/2505] lr: 3.750e-05, eta: 10:22:30, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8823, loss_cls: 1.1324, loss: 1.1324, grad_norm: 9.0977 2020-08-17 12:14:11,158 - mmaction - INFO - Epoch [81][1020/2505] lr: 3.750e-05, eta: 10:22:14, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1941, loss: 1.1941, grad_norm: 9.0780 2020-08-17 12:14:26,885 - mmaction - INFO - Epoch [81][1040/2505] lr: 3.750e-05, eta: 10:21:59, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8813, loss_cls: 1.1727, loss: 1.1727, grad_norm: 8.9470 2020-08-17 12:14:42,105 - mmaction - INFO - Epoch [81][1060/2505] lr: 3.750e-05, eta: 10:21:44, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8958, loss_cls: 1.0896, loss: 1.0896, grad_norm: 8.8752 2020-08-17 12:14:57,503 - mmaction - INFO - Epoch [81][1080/2505] lr: 3.750e-05, eta: 10:21:29, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8958, loss_cls: 1.0829, loss: 1.0829, grad_norm: 8.9305 2020-08-17 12:15:12,424 - mmaction - INFO - Epoch [81][1100/2505] lr: 3.750e-05, eta: 10:21:13, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.9021, loss_cls: 1.0899, loss: 1.0899, grad_norm: 8.7112 2020-08-17 12:15:27,608 - mmaction - INFO - Epoch [81][1120/2505] lr: 3.750e-05, eta: 10:20:58, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8844, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.2766 2020-08-17 12:15:43,463 - mmaction - INFO - Epoch [81][1140/2505] lr: 3.750e-05, eta: 10:20:43, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8870, loss_cls: 1.1245, loss: 1.1245, grad_norm: 8.7989 2020-08-17 12:15:58,522 - mmaction - INFO - Epoch [81][1160/2505] lr: 3.750e-05, eta: 10:20:28, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1710, loss: 1.1710, grad_norm: 8.9828 2020-08-17 12:16:13,525 - mmaction - INFO - Epoch [81][1180/2505] lr: 3.750e-05, eta: 10:20:13, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8802, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.1162 2020-08-17 12:16:29,679 - mmaction - INFO - Epoch [81][1200/2505] lr: 3.750e-05, eta: 10:19:58, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8937, loss_cls: 1.0950, loss: 1.0950, grad_norm: 8.6657 2020-08-17 12:16:44,745 - mmaction - INFO - Epoch [81][1220/2505] lr: 3.750e-05, eta: 10:19:42, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8969, loss_cls: 1.0906, loss: 1.0906, grad_norm: 8.7377 2020-08-17 12:17:00,112 - mmaction - INFO - Epoch [81][1240/2505] lr: 3.750e-05, eta: 10:19:27, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8932, loss_cls: 1.0845, loss: 1.0845, grad_norm: 8.6476 2020-08-17 12:17:14,567 - mmaction - INFO - Epoch [81][1260/2505] lr: 3.750e-05, eta: 10:19:12, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8896, loss_cls: 1.0966, loss: 1.0966, grad_norm: 8.8545 2020-08-17 12:17:29,199 - mmaction - INFO - Epoch [81][1280/2505] lr: 3.750e-05, eta: 10:18:56, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8891, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.0438 2020-08-17 12:17:44,603 - mmaction - INFO - Epoch [81][1300/2505] lr: 3.750e-05, eta: 10:18:41, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.1251, loss: 1.1251, grad_norm: 8.8584 2020-08-17 12:18:01,809 - mmaction - INFO - Epoch [81][1320/2505] lr: 3.750e-05, eta: 10:18:27, time: 0.861, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8885, loss_cls: 1.1328, loss: 1.1328, grad_norm: 8.7033 2020-08-17 12:18:17,233 - mmaction - INFO - Epoch [81][1340/2505] lr: 3.750e-05, eta: 10:18:11, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0620, loss: 1.0620, grad_norm: 8.9156 2020-08-17 12:18:31,678 - mmaction - INFO - Epoch [81][1360/2505] lr: 3.750e-05, eta: 10:17:56, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8901, loss_cls: 1.0993, loss: 1.0993, grad_norm: 8.8685 2020-08-17 12:18:47,005 - mmaction - INFO - Epoch [81][1380/2505] lr: 3.750e-05, eta: 10:17:41, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7062, top5_acc: 0.9005, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.0504 2020-08-17 12:19:02,630 - mmaction - INFO - Epoch [81][1400/2505] lr: 3.750e-05, eta: 10:17:26, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7573, top5_acc: 0.9000, loss_cls: 1.0133, loss: 1.0133, grad_norm: 8.4796 2020-08-17 12:19:17,039 - mmaction - INFO - Epoch [81][1420/2505] lr: 3.750e-05, eta: 10:17:10, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8693, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.0658 2020-08-17 12:19:31,898 - mmaction - INFO - Epoch [81][1440/2505] lr: 3.750e-05, eta: 10:16:55, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8880, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.0092 2020-08-17 12:19:46,845 - mmaction - INFO - Epoch [81][1460/2505] lr: 3.750e-05, eta: 10:16:40, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8979, loss_cls: 1.0669, loss: 1.0669, grad_norm: 8.7522 2020-08-17 12:20:01,542 - mmaction - INFO - Epoch [81][1480/2505] lr: 3.750e-05, eta: 10:16:24, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8854, loss_cls: 1.1392, loss: 1.1392, grad_norm: 8.8844 2020-08-17 12:20:17,507 - mmaction - INFO - Epoch [81][1500/2505] lr: 3.750e-05, eta: 10:16:09, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8943, loss_cls: 1.1231, loss: 1.1231, grad_norm: 8.9066 2020-08-17 12:20:32,161 - mmaction - INFO - Epoch [81][1520/2505] lr: 3.750e-05, eta: 10:15:54, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8854, loss_cls: 1.0826, loss: 1.0826, grad_norm: 8.7426 2020-08-17 12:20:47,472 - mmaction - INFO - Epoch [81][1540/2505] lr: 3.750e-05, eta: 10:15:39, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8807, loss_cls: 1.1578, loss: 1.1578, grad_norm: 8.8477 2020-08-17 12:21:02,569 - mmaction - INFO - Epoch [81][1560/2505] lr: 3.750e-05, eta: 10:15:24, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1983, loss: 1.1983, grad_norm: 8.9941 2020-08-17 12:21:18,026 - mmaction - INFO - Epoch [81][1580/2505] lr: 3.750e-05, eta: 10:15:08, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.9913 2020-08-17 12:21:32,698 - mmaction - INFO - Epoch [81][1600/2505] lr: 3.750e-05, eta: 10:14:53, time: 0.734, data_time: 0.003, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9000, loss_cls: 1.0885, loss: 1.0885, grad_norm: 8.7135 2020-08-17 12:21:48,127 - mmaction - INFO - Epoch [81][1620/2505] lr: 3.750e-05, eta: 10:14:38, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8948, loss_cls: 1.1248, loss: 1.1248, grad_norm: 9.0725 2020-08-17 12:22:02,996 - mmaction - INFO - Epoch [81][1640/2505] lr: 3.750e-05, eta: 10:14:23, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.9642 2020-08-17 12:22:18,016 - mmaction - INFO - Epoch [81][1660/2505] lr: 3.750e-05, eta: 10:14:07, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8807, loss_cls: 1.1368, loss: 1.1368, grad_norm: 8.8670 2020-08-17 12:22:35,005 - mmaction - INFO - Epoch [81][1680/2505] lr: 3.750e-05, eta: 10:13:53, time: 0.851, data_time: 0.005, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9068, loss_cls: 1.0105, loss: 1.0105, grad_norm: 8.4971 2020-08-17 12:22:49,448 - mmaction - INFO - Epoch [81][1700/2505] lr: 3.750e-05, eta: 10:13:37, time: 0.722, data_time: 0.002, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8870, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.8909 2020-08-17 12:23:04,359 - mmaction - INFO - Epoch [81][1720/2505] lr: 3.750e-05, eta: 10:13:22, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9057, loss_cls: 1.0797, loss: 1.0797, grad_norm: 8.7823 2020-08-17 12:23:19,439 - mmaction - INFO - Epoch [81][1740/2505] lr: 3.750e-05, eta: 10:13:07, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.1785 2020-08-17 12:23:34,784 - mmaction - INFO - Epoch [81][1760/2505] lr: 3.750e-05, eta: 10:12:51, time: 0.767, data_time: 0.003, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8958, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.1254 2020-08-17 12:23:50,296 - mmaction - INFO - Epoch [81][1780/2505] lr: 3.750e-05, eta: 10:12:36, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.0887, loss: 1.0887, grad_norm: 8.8204 2020-08-17 12:24:06,050 - mmaction - INFO - Epoch [81][1800/2505] lr: 3.750e-05, eta: 10:12:21, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8901, loss_cls: 1.1351, loss: 1.1351, grad_norm: 8.6717 2020-08-17 12:24:20,683 - mmaction - INFO - Epoch [81][1820/2505] lr: 3.750e-05, eta: 10:12:06, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8849, loss_cls: 1.1244, loss: 1.1244, grad_norm: 8.7786 2020-08-17 12:24:37,084 - mmaction - INFO - Epoch [81][1840/2505] lr: 3.750e-05, eta: 10:11:51, time: 0.823, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8786, loss_cls: 1.1279, loss: 1.1279, grad_norm: 8.9773 2020-08-17 12:24:52,004 - mmaction - INFO - Epoch [81][1860/2505] lr: 3.750e-05, eta: 10:11:36, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8849, loss_cls: 1.1493, loss: 1.1493, grad_norm: 9.1278 2020-08-17 12:25:06,486 - mmaction - INFO - Epoch [81][1880/2505] lr: 3.750e-05, eta: 10:11:20, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8974, loss_cls: 1.1000, loss: 1.1000, grad_norm: 9.0182 2020-08-17 12:25:22,771 - mmaction - INFO - Epoch [81][1900/2505] lr: 3.750e-05, eta: 10:11:05, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8937, loss_cls: 1.0970, loss: 1.0970, grad_norm: 8.7134 2020-08-17 12:25:37,856 - mmaction - INFO - Epoch [81][1920/2505] lr: 3.750e-05, eta: 10:10:50, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8927, loss_cls: 1.0857, loss: 1.0857, grad_norm: 8.7866 2020-08-17 12:25:54,119 - mmaction - INFO - Epoch [81][1940/2505] lr: 3.750e-05, eta: 10:10:35, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8885, loss_cls: 1.1112, loss: 1.1112, grad_norm: 8.7735 2020-08-17 12:26:08,463 - mmaction - INFO - Epoch [81][1960/2505] lr: 3.750e-05, eta: 10:10:20, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8943, loss_cls: 1.0927, loss: 1.0927, grad_norm: 8.9711 2020-08-17 12:26:23,953 - mmaction - INFO - Epoch [81][1980/2505] lr: 3.750e-05, eta: 10:10:04, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8844, loss_cls: 1.1293, loss: 1.1293, grad_norm: 8.9350 2020-08-17 12:26:40,205 - mmaction - INFO - Epoch [81][2000/2505] lr: 3.750e-05, eta: 10:09:50, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.1145, loss: 1.1145, grad_norm: 9.0158 2020-08-17 12:26:55,519 - mmaction - INFO - Epoch [81][2020/2505] lr: 3.750e-05, eta: 10:09:34, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8964, loss_cls: 1.1015, loss: 1.1015, grad_norm: 8.5685 2020-08-17 12:27:10,806 - mmaction - INFO - Epoch [81][2040/2505] lr: 3.750e-05, eta: 10:09:19, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8880, loss_cls: 1.0918, loss: 1.0918, grad_norm: 8.6152 2020-08-17 12:27:25,785 - mmaction - INFO - Epoch [81][2060/2505] lr: 3.750e-05, eta: 10:09:04, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8901, loss_cls: 1.1266, loss: 1.1266, grad_norm: 8.8773 2020-08-17 12:27:40,772 - mmaction - INFO - Epoch [81][2080/2505] lr: 3.750e-05, eta: 10:08:49, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8969, loss_cls: 1.0652, loss: 1.0652, grad_norm: 8.7085 2020-08-17 12:27:57,194 - mmaction - INFO - Epoch [81][2100/2505] lr: 3.750e-05, eta: 10:08:34, time: 0.822, data_time: 0.008, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8932, loss_cls: 1.1404, loss: 1.1404, grad_norm: 8.9615 2020-08-17 12:28:13,137 - mmaction - INFO - Epoch [81][2120/2505] lr: 3.750e-05, eta: 10:08:19, time: 0.797, data_time: 0.003, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8839, loss_cls: 1.1233, loss: 1.1233, grad_norm: 8.8623 2020-08-17 12:28:27,875 - mmaction - INFO - Epoch [81][2140/2505] lr: 3.750e-05, eta: 10:08:03, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8927, loss_cls: 1.0884, loss: 1.0884, grad_norm: 8.9537 2020-08-17 12:28:43,843 - mmaction - INFO - Epoch [81][2160/2505] lr: 3.750e-05, eta: 10:07:48, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8953, loss_cls: 1.0887, loss: 1.0887, grad_norm: 8.7980 2020-08-17 12:28:59,016 - mmaction - INFO - Epoch [81][2180/2505] lr: 3.750e-05, eta: 10:07:33, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8812, loss_cls: 1.1400, loss: 1.1400, grad_norm: 8.8963 2020-08-17 12:29:13,931 - mmaction - INFO - Epoch [81][2200/2505] lr: 3.750e-05, eta: 10:07:18, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8927, loss_cls: 1.1324, loss: 1.1324, grad_norm: 8.8873 2020-08-17 12:29:29,542 - mmaction - INFO - Epoch [81][2220/2505] lr: 3.750e-05, eta: 10:07:03, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8995, loss_cls: 1.0879, loss: 1.0879, grad_norm: 8.8363 2020-08-17 12:29:44,764 - mmaction - INFO - Epoch [81][2240/2505] lr: 3.750e-05, eta: 10:06:47, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9005, loss_cls: 1.0450, loss: 1.0450, grad_norm: 8.4957 2020-08-17 12:30:01,311 - mmaction - INFO - Epoch [81][2260/2505] lr: 3.750e-05, eta: 10:06:32, time: 0.826, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8781, loss_cls: 1.1589, loss: 1.1589, grad_norm: 8.8834 2020-08-17 12:30:16,065 - mmaction - INFO - Epoch [81][2280/2505] lr: 3.750e-05, eta: 10:06:17, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8802, loss_cls: 1.0933, loss: 1.0933, grad_norm: 8.5707 2020-08-17 12:30:32,093 - mmaction - INFO - Epoch [81][2300/2505] lr: 3.750e-05, eta: 10:06:02, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0785, loss: 1.0785, grad_norm: 8.7164 2020-08-17 12:30:47,254 - mmaction - INFO - Epoch [81][2320/2505] lr: 3.750e-05, eta: 10:05:47, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.8923 2020-08-17 12:31:02,456 - mmaction - INFO - Epoch [81][2340/2505] lr: 3.750e-05, eta: 10:05:32, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9005, loss_cls: 1.0515, loss: 1.0515, grad_norm: 8.9223 2020-08-17 12:31:19,121 - mmaction - INFO - Epoch [81][2360/2505] lr: 3.750e-05, eta: 10:05:17, time: 0.837, data_time: 0.007, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8964, loss_cls: 1.0915, loss: 1.0915, grad_norm: 8.6977 2020-08-17 12:31:34,180 - mmaction - INFO - Epoch [81][2380/2505] lr: 3.750e-05, eta: 10:05:02, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8880, loss_cls: 1.1283, loss: 1.1283, grad_norm: 9.0435 2020-08-17 12:31:48,848 - mmaction - INFO - Epoch [81][2400/2505] lr: 3.750e-05, eta: 10:04:46, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8948, loss_cls: 1.1026, loss: 1.1026, grad_norm: 8.9310 2020-08-17 12:32:04,170 - mmaction - INFO - Epoch [81][2420/2505] lr: 3.750e-05, eta: 10:04:31, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8880, loss_cls: 1.1399, loss: 1.1399, grad_norm: 9.1445 2020-08-17 12:32:19,436 - mmaction - INFO - Epoch [81][2440/2505] lr: 3.750e-05, eta: 10:04:16, time: 0.765, data_time: 0.003, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8760, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.0484 2020-08-17 12:32:34,822 - mmaction - INFO - Epoch [81][2460/2505] lr: 3.750e-05, eta: 10:04:01, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0391, loss: 1.0391, grad_norm: 8.7795 2020-08-17 12:32:50,237 - mmaction - INFO - Epoch [81][2480/2505] lr: 3.750e-05, eta: 10:03:46, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0801, loss: 1.0801, grad_norm: 8.7204 2020-08-17 12:33:05,396 - mmaction - INFO - Epoch [81][2500/2505] lr: 3.750e-05, eta: 10:03:30, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8891, loss_cls: 1.1265, loss: 1.1265, grad_norm: 8.8770 2020-08-17 12:33:09,559 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-08-17 12:33:30,460 - mmaction - INFO - Epoch [82][20/2505] lr: 3.750e-05, eta: 10:03:12, time: 1.022, data_time: 0.397, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0832, loss: 1.0832, grad_norm: 8.6285 2020-08-17 12:33:44,045 - mmaction - INFO - Epoch [82][40/2505] lr: 3.750e-05, eta: 10:02:56, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8969, loss_cls: 1.1026, loss: 1.1026, grad_norm: 8.9171 2020-08-17 12:33:58,886 - mmaction - INFO - Epoch [82][60/2505] lr: 3.750e-05, eta: 10:02:41, time: 0.742, data_time: 0.002, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8927, loss_cls: 1.0918, loss: 1.0918, grad_norm: 8.6084 2020-08-17 12:34:13,871 - mmaction - INFO - Epoch [82][80/2505] lr: 3.750e-05, eta: 10:02:25, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8906, loss_cls: 1.1219, loss: 1.1219, grad_norm: 8.7623 2020-08-17 12:34:29,325 - mmaction - INFO - Epoch [82][100/2505] lr: 3.750e-05, eta: 10:02:10, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8917, loss_cls: 1.0934, loss: 1.0934, grad_norm: 8.7425 2020-08-17 12:34:45,180 - mmaction - INFO - Epoch [82][120/2505] lr: 3.750e-05, eta: 10:01:55, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9036, loss_cls: 1.0597, loss: 1.0597, grad_norm: 9.0872 2020-08-17 12:34:59,564 - mmaction - INFO - Epoch [82][140/2505] lr: 3.750e-05, eta: 10:01:40, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8984, loss_cls: 1.0394, loss: 1.0394, grad_norm: 8.3742 2020-08-17 12:35:14,853 - mmaction - INFO - Epoch [82][160/2505] lr: 3.750e-05, eta: 10:01:25, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8823, loss_cls: 1.1645, loss: 1.1645, grad_norm: 9.1045 2020-08-17 12:35:29,986 - mmaction - INFO - Epoch [82][180/2505] lr: 3.750e-05, eta: 10:01:09, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8958, loss_cls: 1.0821, loss: 1.0821, grad_norm: 8.7242 2020-08-17 12:35:44,756 - mmaction - INFO - Epoch [82][200/2505] lr: 3.750e-05, eta: 10:00:54, time: 0.739, data_time: 0.003, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8974, loss_cls: 1.0781, loss: 1.0781, grad_norm: 8.8181 2020-08-17 12:35:59,996 - mmaction - INFO - Epoch [82][220/2505] lr: 3.750e-05, eta: 10:00:39, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8802, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.8908 2020-08-17 12:36:16,746 - mmaction - INFO - Epoch [82][240/2505] lr: 3.750e-05, eta: 10:00:24, time: 0.834, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0631, loss: 1.0631, grad_norm: 8.8101 2020-08-17 12:36:31,992 - mmaction - INFO - Epoch [82][260/2505] lr: 3.750e-05, eta: 10:00:09, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8833, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.3391 2020-08-17 12:36:46,662 - mmaction - INFO - Epoch [82][280/2505] lr: 3.750e-05, eta: 9:59:53, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8906, loss_cls: 1.0814, loss: 1.0814, grad_norm: 8.8022 2020-08-17 12:37:01,765 - mmaction - INFO - Epoch [82][300/2505] lr: 3.750e-05, eta: 9:59:38, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0474, loss: 1.0474, grad_norm: 8.6944 2020-08-17 12:37:18,112 - mmaction - INFO - Epoch [82][320/2505] lr: 3.750e-05, eta: 9:59:23, time: 0.816, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8932, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.2638 2020-08-17 12:37:32,595 - mmaction - INFO - Epoch [82][340/2505] lr: 3.750e-05, eta: 9:59:08, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8932, loss_cls: 1.0893, loss: 1.0893, grad_norm: 9.0137 2020-08-17 12:37:48,061 - mmaction - INFO - Epoch [82][360/2505] lr: 3.750e-05, eta: 9:58:53, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1202, loss: 1.1202, grad_norm: 8.6663 2020-08-17 12:38:03,164 - mmaction - INFO - Epoch [82][380/2505] lr: 3.750e-05, eta: 9:58:37, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0720, loss: 1.0720, grad_norm: 8.7849 2020-08-17 12:38:18,592 - mmaction - INFO - Epoch [82][400/2505] lr: 3.750e-05, eta: 9:58:22, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8958, loss_cls: 1.0538, loss: 1.0538, grad_norm: 8.8775 2020-08-17 12:38:33,703 - mmaction - INFO - Epoch [82][420/2505] lr: 3.750e-05, eta: 9:58:07, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8901, loss_cls: 1.1432, loss: 1.1432, grad_norm: 8.8886 2020-08-17 12:38:49,036 - mmaction - INFO - Epoch [82][440/2505] lr: 3.750e-05, eta: 9:57:52, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8870, loss_cls: 1.1189, loss: 1.1189, grad_norm: 9.0067 2020-08-17 12:39:04,036 - mmaction - INFO - Epoch [82][460/2505] lr: 3.750e-05, eta: 9:57:37, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7479, top5_acc: 0.8964, loss_cls: 1.0720, loss: 1.0720, grad_norm: 8.6418 2020-08-17 12:39:19,505 - mmaction - INFO - Epoch [82][480/2505] lr: 3.750e-05, eta: 9:57:21, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1130, loss: 1.1130, grad_norm: 9.0127 2020-08-17 12:39:34,488 - mmaction - INFO - Epoch [82][500/2505] lr: 3.750e-05, eta: 9:57:06, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8885, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.0151 2020-08-17 12:39:50,296 - mmaction - INFO - Epoch [82][520/2505] lr: 3.750e-05, eta: 9:56:51, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8937, loss_cls: 1.0725, loss: 1.0725, grad_norm: 8.7563 2020-08-17 12:40:05,698 - mmaction - INFO - Epoch [82][540/2505] lr: 3.750e-05, eta: 9:56:36, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.0576 2020-08-17 12:40:20,968 - mmaction - INFO - Epoch [82][560/2505] lr: 3.750e-05, eta: 9:56:21, time: 0.764, data_time: 0.002, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8776, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.0595 2020-08-17 12:40:36,024 - mmaction - INFO - Epoch [82][580/2505] lr: 3.750e-05, eta: 9:56:05, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.0964, loss: 1.0964, grad_norm: 8.8344 2020-08-17 12:40:51,197 - mmaction - INFO - Epoch [82][600/2505] lr: 3.750e-05, eta: 9:55:50, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8984, loss_cls: 1.0681, loss: 1.0681, grad_norm: 8.7527 2020-08-17 12:41:06,877 - mmaction - INFO - Epoch [82][620/2505] lr: 3.750e-05, eta: 9:55:35, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8995, loss_cls: 1.1047, loss: 1.1047, grad_norm: 8.9668 2020-08-17 12:41:21,652 - mmaction - INFO - Epoch [82][640/2505] lr: 3.750e-05, eta: 9:55:20, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7573, top5_acc: 0.9036, loss_cls: 1.0054, loss: 1.0054, grad_norm: 8.2293 2020-08-17 12:41:36,573 - mmaction - INFO - Epoch [82][660/2505] lr: 3.750e-05, eta: 9:55:05, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8932, loss_cls: 1.0881, loss: 1.0881, grad_norm: 8.8023 2020-08-17 12:41:51,718 - mmaction - INFO - Epoch [82][680/2505] lr: 3.750e-05, eta: 9:54:49, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.2583 2020-08-17 12:42:06,789 - mmaction - INFO - Epoch [82][700/2505] lr: 3.750e-05, eta: 9:54:34, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1020, loss: 1.1020, grad_norm: 8.9944 2020-08-17 12:42:22,835 - mmaction - INFO - Epoch [82][720/2505] lr: 3.750e-05, eta: 9:54:19, time: 0.806, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2033, loss: 1.2033, grad_norm: 9.0413 2020-08-17 12:42:37,073 - mmaction - INFO - Epoch [82][740/2505] lr: 3.750e-05, eta: 9:54:04, time: 0.712, data_time: 0.002, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8969, loss_cls: 1.0549, loss: 1.0549, grad_norm: 8.5752 2020-08-17 12:42:52,190 - mmaction - INFO - Epoch [82][760/2505] lr: 3.750e-05, eta: 9:53:48, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8823, loss_cls: 1.1218, loss: 1.1218, grad_norm: 8.8764 2020-08-17 12:43:07,228 - mmaction - INFO - Epoch [82][780/2505] lr: 3.750e-05, eta: 9:53:33, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8885, loss_cls: 1.1210, loss: 1.1210, grad_norm: 9.1576 2020-08-17 12:43:23,254 - mmaction - INFO - Epoch [82][800/2505] lr: 3.750e-05, eta: 9:53:18, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8906, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.0505 2020-08-17 12:43:37,879 - mmaction - INFO - Epoch [82][820/2505] lr: 3.750e-05, eta: 9:53:03, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8953, loss_cls: 1.0889, loss: 1.0889, grad_norm: 8.8449 2020-08-17 12:43:53,942 - mmaction - INFO - Epoch [82][840/2505] lr: 3.750e-05, eta: 9:52:48, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8974, loss_cls: 1.1037, loss: 1.1037, grad_norm: 9.2819 2020-08-17 12:44:08,338 - mmaction - INFO - Epoch [82][860/2505] lr: 3.750e-05, eta: 9:52:32, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8922, loss_cls: 1.0950, loss: 1.0950, grad_norm: 8.9715 2020-08-17 12:44:23,518 - mmaction - INFO - Epoch [82][880/2505] lr: 3.750e-05, eta: 9:52:17, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8901, loss_cls: 1.0845, loss: 1.0845, grad_norm: 8.7301 2020-08-17 12:44:38,932 - mmaction - INFO - Epoch [82][900/2505] lr: 3.750e-05, eta: 9:52:02, time: 0.772, data_time: 0.003, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8812, loss_cls: 1.1462, loss: 1.1462, grad_norm: 8.6706 2020-08-17 12:44:54,034 - mmaction - INFO - Epoch [82][920/2505] lr: 3.750e-05, eta: 9:51:47, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8974, loss_cls: 1.0792, loss: 1.0792, grad_norm: 8.7727 2020-08-17 12:45:09,329 - mmaction - INFO - Epoch [82][940/2505] lr: 3.750e-05, eta: 9:51:31, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8896, loss_cls: 1.0913, loss: 1.0913, grad_norm: 8.8078 2020-08-17 12:45:24,468 - mmaction - INFO - Epoch [82][960/2505] lr: 3.750e-05, eta: 9:51:16, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8776, loss_cls: 1.1739, loss: 1.1739, grad_norm: 9.5669 2020-08-17 12:45:39,537 - mmaction - INFO - Epoch [82][980/2505] lr: 3.750e-05, eta: 9:51:01, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8891, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.0154 2020-08-17 12:45:56,464 - mmaction - INFO - Epoch [82][1000/2505] lr: 3.750e-05, eta: 9:50:46, time: 0.846, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8880, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.0454 2020-08-17 12:46:11,747 - mmaction - INFO - Epoch [82][1020/2505] lr: 3.750e-05, eta: 9:50:31, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.0234 2020-08-17 12:46:26,215 - mmaction - INFO - Epoch [82][1040/2505] lr: 3.750e-05, eta: 9:50:16, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1374, loss: 1.1374, grad_norm: 9.0274 2020-08-17 12:46:41,293 - mmaction - INFO - Epoch [82][1060/2505] lr: 3.750e-05, eta: 9:50:00, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8901, loss_cls: 1.1421, loss: 1.1421, grad_norm: 9.2161 2020-08-17 12:46:56,335 - mmaction - INFO - Epoch [82][1080/2505] lr: 3.750e-05, eta: 9:49:45, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8901, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.8416 2020-08-17 12:47:11,735 - mmaction - INFO - Epoch [82][1100/2505] lr: 3.750e-05, eta: 9:49:30, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8766, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.0210 2020-08-17 12:47:26,914 - mmaction - INFO - Epoch [82][1120/2505] lr: 3.750e-05, eta: 9:49:15, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8990, loss_cls: 1.0669, loss: 1.0669, grad_norm: 8.6992 2020-08-17 12:47:41,744 - mmaction - INFO - Epoch [82][1140/2505] lr: 3.750e-05, eta: 9:48:59, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.1372, loss: 1.1372, grad_norm: 8.7902 2020-08-17 12:47:56,919 - mmaction - INFO - Epoch [82][1160/2505] lr: 3.750e-05, eta: 9:48:44, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8885, loss_cls: 1.1141, loss: 1.1141, grad_norm: 8.8901 2020-08-17 12:48:12,214 - mmaction - INFO - Epoch [82][1180/2505] lr: 3.750e-05, eta: 9:48:29, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8906, loss_cls: 1.0686, loss: 1.0686, grad_norm: 8.6529 2020-08-17 12:48:27,566 - mmaction - INFO - Epoch [82][1200/2505] lr: 3.750e-05, eta: 9:48:14, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7245, top5_acc: 0.9000, loss_cls: 1.0691, loss: 1.0691, grad_norm: 8.6454 2020-08-17 12:48:42,829 - mmaction - INFO - Epoch [82][1220/2505] lr: 3.750e-05, eta: 9:47:59, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8927, loss_cls: 1.1104, loss: 1.1104, grad_norm: 8.8300 2020-08-17 12:48:59,543 - mmaction - INFO - Epoch [82][1240/2505] lr: 3.750e-05, eta: 9:47:44, time: 0.832, data_time: 0.004, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9036, loss_cls: 1.0530, loss: 1.0530, grad_norm: 8.8553 2020-08-17 12:49:13,874 - mmaction - INFO - Epoch [82][1260/2505] lr: 3.750e-05, eta: 9:47:28, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8974, loss_cls: 1.0632, loss: 1.0632, grad_norm: 8.5857 2020-08-17 12:49:29,105 - mmaction - INFO - Epoch [82][1280/2505] lr: 3.750e-05, eta: 9:47:13, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9089, loss_cls: 1.0462, loss: 1.0462, grad_norm: 8.7380 2020-08-17 12:49:44,195 - mmaction - INFO - Epoch [82][1300/2505] lr: 3.750e-05, eta: 9:46:58, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8844, loss_cls: 1.1003, loss: 1.1003, grad_norm: 8.7531 2020-08-17 12:50:00,044 - mmaction - INFO - Epoch [82][1320/2505] lr: 3.750e-05, eta: 9:46:43, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.1127, loss: 1.1127, grad_norm: 8.8881 2020-08-17 12:50:14,885 - mmaction - INFO - Epoch [82][1340/2505] lr: 3.750e-05, eta: 9:46:27, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8927, loss_cls: 1.1186, loss: 1.1186, grad_norm: 9.0591 2020-08-17 12:50:30,231 - mmaction - INFO - Epoch [82][1360/2505] lr: 3.750e-05, eta: 9:46:12, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8927, loss_cls: 1.0926, loss: 1.0926, grad_norm: 8.6427 2020-08-17 12:50:45,339 - mmaction - INFO - Epoch [82][1380/2505] lr: 3.750e-05, eta: 9:45:57, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8995, loss_cls: 1.0845, loss: 1.0845, grad_norm: 9.1014 2020-08-17 12:51:00,359 - mmaction - INFO - Epoch [82][1400/2505] lr: 3.750e-05, eta: 9:45:42, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8984, loss_cls: 1.0748, loss: 1.0748, grad_norm: 8.8548 2020-08-17 12:51:15,644 - mmaction - INFO - Epoch [82][1420/2505] lr: 3.750e-05, eta: 9:45:27, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.0742, loss: 1.0742, grad_norm: 8.7357 2020-08-17 12:51:30,927 - mmaction - INFO - Epoch [82][1440/2505] lr: 3.750e-05, eta: 9:45:11, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8932, loss_cls: 1.0724, loss: 1.0724, grad_norm: 9.0477 2020-08-17 12:51:46,985 - mmaction - INFO - Epoch [82][1460/2505] lr: 3.750e-05, eta: 9:44:56, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8849, loss_cls: 1.1040, loss: 1.1040, grad_norm: 8.8719 2020-08-17 12:52:02,012 - mmaction - INFO - Epoch [82][1480/2505] lr: 3.750e-05, eta: 9:44:41, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.1609 2020-08-17 12:52:18,220 - mmaction - INFO - Epoch [82][1500/2505] lr: 3.750e-05, eta: 9:44:26, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8974, loss_cls: 1.0528, loss: 1.0528, grad_norm: 8.5475 2020-08-17 12:52:33,508 - mmaction - INFO - Epoch [82][1520/2505] lr: 3.750e-05, eta: 9:44:11, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8979, loss_cls: 1.0511, loss: 1.0511, grad_norm: 8.6251 2020-08-17 12:52:48,325 - mmaction - INFO - Epoch [82][1540/2505] lr: 3.750e-05, eta: 9:43:56, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8891, loss_cls: 1.0923, loss: 1.0923, grad_norm: 8.8534 2020-08-17 12:53:03,266 - mmaction - INFO - Epoch [82][1560/2505] lr: 3.750e-05, eta: 9:43:40, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8828, loss_cls: 1.1356, loss: 1.1356, grad_norm: 8.9953 2020-08-17 12:53:18,301 - mmaction - INFO - Epoch [82][1580/2505] lr: 3.750e-05, eta: 9:43:25, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8958, loss_cls: 1.1007, loss: 1.1007, grad_norm: 8.8232 2020-08-17 12:53:33,610 - mmaction - INFO - Epoch [82][1600/2505] lr: 3.750e-05, eta: 9:43:10, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8875, loss_cls: 1.1261, loss: 1.1261, grad_norm: 8.9373 2020-08-17 12:53:48,999 - mmaction - INFO - Epoch [82][1620/2505] lr: 3.750e-05, eta: 9:42:55, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8932, loss_cls: 1.1358, loss: 1.1358, grad_norm: 9.1046 2020-08-17 12:54:03,833 - mmaction - INFO - Epoch [82][1640/2505] lr: 3.750e-05, eta: 9:42:39, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8927, loss_cls: 1.0830, loss: 1.0830, grad_norm: 8.8173 2020-08-17 12:54:19,419 - mmaction - INFO - Epoch [82][1660/2505] lr: 3.750e-05, eta: 9:42:24, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8870, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.1581 2020-08-17 12:54:34,967 - mmaction - INFO - Epoch [82][1680/2505] lr: 3.750e-05, eta: 9:42:09, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9036, loss_cls: 1.0490, loss: 1.0490, grad_norm: 8.8233 2020-08-17 12:54:50,095 - mmaction - INFO - Epoch [82][1700/2505] lr: 3.750e-05, eta: 9:41:54, time: 0.756, data_time: 0.008, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8911, loss_cls: 1.1041, loss: 1.1041, grad_norm: 8.8021 2020-08-17 12:55:05,321 - mmaction - INFO - Epoch [82][1720/2505] lr: 3.750e-05, eta: 9:41:39, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8917, loss_cls: 1.1049, loss: 1.1049, grad_norm: 8.8223 2020-08-17 12:55:22,121 - mmaction - INFO - Epoch [82][1740/2505] lr: 3.750e-05, eta: 9:41:24, time: 0.840, data_time: 0.002, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8922, loss_cls: 1.1035, loss: 1.1035, grad_norm: 8.8966 2020-08-17 12:55:36,669 - mmaction - INFO - Epoch [82][1760/2505] lr: 3.750e-05, eta: 9:41:08, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8844, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.0317 2020-08-17 12:55:53,248 - mmaction - INFO - Epoch [82][1780/2505] lr: 3.750e-05, eta: 9:40:54, time: 0.831, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1136, loss: 1.1136, grad_norm: 9.0636 2020-08-17 12:56:07,686 - mmaction - INFO - Epoch [82][1800/2505] lr: 3.750e-05, eta: 9:40:38, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8880, loss_cls: 1.1213, loss: 1.1213, grad_norm: 9.2014 2020-08-17 12:56:23,413 - mmaction - INFO - Epoch [82][1820/2505] lr: 3.750e-05, eta: 9:40:23, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8849, loss_cls: 1.1367, loss: 1.1367, grad_norm: 8.8541 2020-08-17 12:56:38,430 - mmaction - INFO - Epoch [82][1840/2505] lr: 3.750e-05, eta: 9:40:08, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8990, loss_cls: 1.0503, loss: 1.0503, grad_norm: 8.5550 2020-08-17 12:56:54,525 - mmaction - INFO - Epoch [82][1860/2505] lr: 3.750e-05, eta: 9:39:53, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.7099, top5_acc: 0.8766, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.9170 2020-08-17 12:57:09,948 - mmaction - INFO - Epoch [82][1880/2505] lr: 3.750e-05, eta: 9:39:38, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1017, loss: 1.1017, grad_norm: 8.5619 2020-08-17 12:57:24,970 - mmaction - INFO - Epoch [82][1900/2505] lr: 3.750e-05, eta: 9:39:22, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8802, loss_cls: 1.1367, loss: 1.1367, grad_norm: 9.2780 2020-08-17 12:57:40,432 - mmaction - INFO - Epoch [82][1920/2505] lr: 3.750e-05, eta: 9:39:07, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9010, loss_cls: 1.0669, loss: 1.0669, grad_norm: 8.6180 2020-08-17 12:57:56,763 - mmaction - INFO - Epoch [82][1940/2505] lr: 3.750e-05, eta: 9:38:52, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8953, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.0674 2020-08-17 12:58:12,276 - mmaction - INFO - Epoch [82][1960/2505] lr: 3.750e-05, eta: 9:38:37, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8891, loss_cls: 1.1156, loss: 1.1156, grad_norm: 9.1546 2020-08-17 12:58:28,341 - mmaction - INFO - Epoch [82][1980/2505] lr: 3.750e-05, eta: 9:38:22, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.1145, loss: 1.1145, grad_norm: 8.9633 2020-08-17 12:58:43,067 - mmaction - INFO - Epoch [82][2000/2505] lr: 3.750e-05, eta: 9:38:07, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8964, loss_cls: 1.0689, loss: 1.0689, grad_norm: 8.8783 2020-08-17 12:58:59,448 - mmaction - INFO - Epoch [82][2020/2505] lr: 3.750e-05, eta: 9:37:52, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9021, loss_cls: 1.0469, loss: 1.0469, grad_norm: 8.9173 2020-08-17 12:59:16,328 - mmaction - INFO - Epoch [82][2040/2505] lr: 3.750e-05, eta: 9:37:37, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8833, loss_cls: 1.1740, loss: 1.1740, grad_norm: 9.0737 2020-08-17 12:59:30,605 - mmaction - INFO - Epoch [82][2060/2505] lr: 3.750e-05, eta: 9:37:22, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0913, loss: 1.0913, grad_norm: 8.9711 2020-08-17 12:59:46,497 - mmaction - INFO - Epoch [82][2080/2505] lr: 3.750e-05, eta: 9:37:06, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8839, loss_cls: 1.1566, loss: 1.1566, grad_norm: 8.9491 2020-08-17 13:00:02,234 - mmaction - INFO - Epoch [82][2100/2505] lr: 3.750e-05, eta: 9:36:51, time: 0.786, data_time: 0.002, memory: 8343, top1_acc: 0.7521, top5_acc: 0.8943, loss_cls: 1.0470, loss: 1.0470, grad_norm: 8.6417 2020-08-17 13:00:18,390 - mmaction - INFO - Epoch [82][2120/2505] lr: 3.750e-05, eta: 9:36:36, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8932, loss_cls: 1.0687, loss: 1.0687, grad_norm: 8.6036 2020-08-17 13:00:34,341 - mmaction - INFO - Epoch [82][2140/2505] lr: 3.750e-05, eta: 9:36:21, time: 0.806, data_time: 0.019, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8880, loss_cls: 1.1152, loss: 1.1152, grad_norm: 8.8648 2020-08-17 13:00:49,670 - mmaction - INFO - Epoch [82][2160/2505] lr: 3.750e-05, eta: 9:36:06, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8865, loss_cls: 1.1246, loss: 1.1246, grad_norm: 8.9329 2020-08-17 13:01:04,911 - mmaction - INFO - Epoch [82][2180/2505] lr: 3.750e-05, eta: 9:35:51, time: 0.762, data_time: 0.008, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8823, loss_cls: 1.1512, loss: 1.1512, grad_norm: 8.9038 2020-08-17 13:01:20,186 - mmaction - INFO - Epoch [82][2200/2505] lr: 3.750e-05, eta: 9:35:36, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8927, loss_cls: 1.1138, loss: 1.1138, grad_norm: 8.8141 2020-08-17 13:01:35,728 - mmaction - INFO - Epoch [82][2220/2505] lr: 3.750e-05, eta: 9:35:21, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8937, loss_cls: 1.0885, loss: 1.0885, grad_norm: 8.7224 2020-08-17 13:01:51,559 - mmaction - INFO - Epoch [82][2240/2505] lr: 3.750e-05, eta: 9:35:05, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8891, loss_cls: 1.1178, loss: 1.1178, grad_norm: 8.8671 2020-08-17 13:02:06,643 - mmaction - INFO - Epoch [82][2260/2505] lr: 3.750e-05, eta: 9:34:50, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8880, loss_cls: 1.1299, loss: 1.1299, grad_norm: 8.8903 2020-08-17 13:02:22,431 - mmaction - INFO - Epoch [82][2280/2505] lr: 3.750e-05, eta: 9:34:35, time: 0.789, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9010, loss_cls: 1.0564, loss: 1.0564, grad_norm: 8.7139 2020-08-17 13:02:37,495 - mmaction - INFO - Epoch [82][2300/2505] lr: 3.750e-05, eta: 9:34:20, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9000, loss_cls: 1.0579, loss: 1.0579, grad_norm: 8.7462 2020-08-17 13:02:53,685 - mmaction - INFO - Epoch [82][2320/2505] lr: 3.750e-05, eta: 9:34:05, time: 0.809, data_time: 0.008, memory: 8343, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.4062 2020-08-17 13:03:08,639 - mmaction - INFO - Epoch [82][2340/2505] lr: 3.750e-05, eta: 9:33:50, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8839, loss_cls: 1.1413, loss: 1.1413, grad_norm: 9.2204 2020-08-17 13:03:23,981 - mmaction - INFO - Epoch [82][2360/2505] lr: 3.750e-05, eta: 9:33:34, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8927, loss_cls: 1.0962, loss: 1.0962, grad_norm: 8.8330 2020-08-17 13:03:39,431 - mmaction - INFO - Epoch [82][2380/2505] lr: 3.750e-05, eta: 9:33:19, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9005, loss_cls: 1.0721, loss: 1.0721, grad_norm: 8.8228 2020-08-17 13:03:55,643 - mmaction - INFO - Epoch [82][2400/2505] lr: 3.750e-05, eta: 9:33:04, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8922, loss_cls: 1.1138, loss: 1.1138, grad_norm: 8.9685 2020-08-17 13:04:10,581 - mmaction - INFO - Epoch [82][2420/2505] lr: 3.750e-05, eta: 9:32:49, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9021, loss_cls: 1.0880, loss: 1.0880, grad_norm: 9.0303 2020-08-17 13:04:26,019 - mmaction - INFO - Epoch [82][2440/2505] lr: 3.750e-05, eta: 9:32:34, time: 0.769, data_time: 0.002, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8849, loss_cls: 1.1139, loss: 1.1139, grad_norm: 8.7295 2020-08-17 13:04:41,690 - mmaction - INFO - Epoch [82][2460/2505] lr: 3.750e-05, eta: 9:32:19, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8870, loss_cls: 1.1323, loss: 1.1323, grad_norm: 9.0928 2020-08-17 13:04:57,187 - mmaction - INFO - Epoch [82][2480/2505] lr: 3.750e-05, eta: 9:32:04, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9010, loss_cls: 1.0772, loss: 1.0772, grad_norm: 8.7712 2020-08-17 13:05:12,921 - mmaction - INFO - Epoch [82][2500/2505] lr: 3.750e-05, eta: 9:31:48, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0661, loss: 1.0661, grad_norm: 8.6454 2020-08-17 13:05:16,681 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-08-17 13:05:40,577 - mmaction - INFO - Epoch [83][20/2505] lr: 3.750e-05, eta: 9:31:30, time: 1.167, data_time: 0.545, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8901, loss_cls: 1.1011, loss: 1.1011, grad_norm: 9.1795 2020-08-17 13:05:53,965 - mmaction - INFO - Epoch [83][40/2505] lr: 3.750e-05, eta: 9:31:15, time: 0.669, data_time: 0.002, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8974, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.0059 2020-08-17 13:06:09,119 - mmaction - INFO - Epoch [83][60/2505] lr: 3.750e-05, eta: 9:31:00, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.9937 2020-08-17 13:06:25,569 - mmaction - INFO - Epoch [83][80/2505] lr: 3.750e-05, eta: 9:30:45, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1622, loss: 1.1622, grad_norm: 9.0231 2020-08-17 13:06:41,543 - mmaction - INFO - Epoch [83][100/2505] lr: 3.750e-05, eta: 9:30:30, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8807, loss_cls: 1.1703, loss: 1.1703, grad_norm: 9.1806 2020-08-17 13:06:57,506 - mmaction - INFO - Epoch [83][120/2505] lr: 3.750e-05, eta: 9:30:14, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8906, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.7227 2020-08-17 13:07:12,399 - mmaction - INFO - Epoch [83][140/2505] lr: 3.750e-05, eta: 9:29:59, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8958, loss_cls: 1.0944, loss: 1.0944, grad_norm: 9.0807 2020-08-17 13:07:28,443 - mmaction - INFO - Epoch [83][160/2505] lr: 3.750e-05, eta: 9:29:44, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.0350 2020-08-17 13:07:43,291 - mmaction - INFO - Epoch [83][180/2505] lr: 3.750e-05, eta: 9:29:29, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8812, loss_cls: 1.1307, loss: 1.1307, grad_norm: 8.7996 2020-08-17 13:08:00,164 - mmaction - INFO - Epoch [83][200/2505] lr: 3.750e-05, eta: 9:29:14, time: 0.844, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.9036, loss_cls: 1.0539, loss: 1.0539, grad_norm: 8.7987 2020-08-17 13:08:15,223 - mmaction - INFO - Epoch [83][220/2505] lr: 3.750e-05, eta: 9:28:59, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9083, loss_cls: 1.0128, loss: 1.0128, grad_norm: 8.5407 2020-08-17 13:08:29,956 - mmaction - INFO - Epoch [83][240/2505] lr: 3.750e-05, eta: 9:28:43, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9026, loss_cls: 1.0177, loss: 1.0177, grad_norm: 8.5325 2020-08-17 13:08:45,362 - mmaction - INFO - Epoch [83][260/2505] lr: 3.750e-05, eta: 9:28:28, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0734, loss: 1.0734, grad_norm: 8.8450 2020-08-17 13:09:01,008 - mmaction - INFO - Epoch [83][280/2505] lr: 3.750e-05, eta: 9:28:13, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8927, loss_cls: 1.0637, loss: 1.0637, grad_norm: 8.7263 2020-08-17 13:09:16,045 - mmaction - INFO - Epoch [83][300/2505] lr: 3.750e-05, eta: 9:27:58, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8901, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.0083 2020-08-17 13:09:31,381 - mmaction - INFO - Epoch [83][320/2505] lr: 3.750e-05, eta: 9:27:43, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.0854, loss: 1.0854, grad_norm: 8.9762 2020-08-17 13:09:47,312 - mmaction - INFO - Epoch [83][340/2505] lr: 3.750e-05, eta: 9:27:28, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9042, loss_cls: 1.0253, loss: 1.0253, grad_norm: 8.5929 2020-08-17 13:10:03,603 - mmaction - INFO - Epoch [83][360/2505] lr: 3.750e-05, eta: 9:27:13, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.0870, loss: 1.0870, grad_norm: 9.0685 2020-08-17 13:10:17,990 - mmaction - INFO - Epoch [83][380/2505] lr: 3.750e-05, eta: 9:26:57, time: 0.720, data_time: 0.003, memory: 8343, top1_acc: 0.7375, top5_acc: 0.9036, loss_cls: 1.0273, loss: 1.0273, grad_norm: 8.7794 2020-08-17 13:10:33,466 - mmaction - INFO - Epoch [83][400/2505] lr: 3.750e-05, eta: 9:26:42, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8781, loss_cls: 1.1260, loss: 1.1260, grad_norm: 8.9545 2020-08-17 13:10:48,912 - mmaction - INFO - Epoch [83][420/2505] lr: 3.750e-05, eta: 9:26:27, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8896, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.8497 2020-08-17 13:11:05,613 - mmaction - INFO - Epoch [83][440/2505] lr: 3.750e-05, eta: 9:26:12, time: 0.833, data_time: 0.004, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8974, loss_cls: 1.0765, loss: 1.0765, grad_norm: 9.0458 2020-08-17 13:11:20,342 - mmaction - INFO - Epoch [83][460/2505] lr: 3.750e-05, eta: 9:25:57, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8896, loss_cls: 1.0935, loss: 1.0935, grad_norm: 8.7230 2020-08-17 13:11:36,657 - mmaction - INFO - Epoch [83][480/2505] lr: 3.750e-05, eta: 9:25:42, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8938, loss_cls: 1.1308, loss: 1.1308, grad_norm: 8.9813 2020-08-17 13:11:52,443 - mmaction - INFO - Epoch [83][500/2505] lr: 3.750e-05, eta: 9:25:27, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8891, loss_cls: 1.1467, loss: 1.1467, grad_norm: 9.1469 2020-08-17 13:12:07,310 - mmaction - INFO - Epoch [83][520/2505] lr: 3.750e-05, eta: 9:25:11, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8865, loss_cls: 1.1419, loss: 1.1419, grad_norm: 9.1658 2020-08-17 13:12:22,707 - mmaction - INFO - Epoch [83][540/2505] lr: 3.750e-05, eta: 9:24:56, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8896, loss_cls: 1.0588, loss: 1.0588, grad_norm: 8.6054 2020-08-17 13:12:37,723 - mmaction - INFO - Epoch [83][560/2505] lr: 3.750e-05, eta: 9:24:41, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8901, loss_cls: 1.1101, loss: 1.1101, grad_norm: 9.0091 2020-08-17 13:12:52,790 - mmaction - INFO - Epoch [83][580/2505] lr: 3.750e-05, eta: 9:24:26, time: 0.751, data_time: 0.008, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1067, loss: 1.1067, grad_norm: 8.8955 2020-08-17 13:13:08,742 - mmaction - INFO - Epoch [83][600/2505] lr: 3.750e-05, eta: 9:24:11, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8964, loss_cls: 1.0517, loss: 1.0517, grad_norm: 8.8271 2020-08-17 13:13:24,619 - mmaction - INFO - Epoch [83][620/2505] lr: 3.750e-05, eta: 9:23:55, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.0896, loss: 1.0896, grad_norm: 8.8297 2020-08-17 13:13:39,515 - mmaction - INFO - Epoch [83][640/2505] lr: 3.750e-05, eta: 9:23:40, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8922, loss_cls: 1.0930, loss: 1.0930, grad_norm: 8.8956 2020-08-17 13:13:54,599 - mmaction - INFO - Epoch [83][660/2505] lr: 3.750e-05, eta: 9:23:25, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8995, loss_cls: 1.0811, loss: 1.0811, grad_norm: 9.1561 2020-08-17 13:14:10,175 - mmaction - INFO - Epoch [83][680/2505] lr: 3.750e-05, eta: 9:23:10, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8901, loss_cls: 1.0904, loss: 1.0904, grad_norm: 8.9170 2020-08-17 13:14:25,394 - mmaction - INFO - Epoch [83][700/2505] lr: 3.750e-05, eta: 9:22:55, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8813, loss_cls: 1.1222, loss: 1.1222, grad_norm: 9.0240 2020-08-17 13:14:40,768 - mmaction - INFO - Epoch [83][720/2505] lr: 3.750e-05, eta: 9:22:39, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8917, loss_cls: 1.1211, loss: 1.1211, grad_norm: 8.8389 2020-08-17 13:14:56,390 - mmaction - INFO - Epoch [83][740/2505] lr: 3.750e-05, eta: 9:22:24, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8833, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.1509 2020-08-17 13:15:11,855 - mmaction - INFO - Epoch [83][760/2505] lr: 3.750e-05, eta: 9:22:09, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8885, loss_cls: 1.0968, loss: 1.0968, grad_norm: 8.9053 2020-08-17 13:15:26,734 - mmaction - INFO - Epoch [83][780/2505] lr: 3.750e-05, eta: 9:21:54, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0900, loss: 1.0900, grad_norm: 9.0661 2020-08-17 13:15:41,980 - mmaction - INFO - Epoch [83][800/2505] lr: 3.750e-05, eta: 9:21:39, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9010, loss_cls: 1.0520, loss: 1.0520, grad_norm: 8.7525 2020-08-17 13:15:57,484 - mmaction - INFO - Epoch [83][820/2505] lr: 3.750e-05, eta: 9:21:23, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8984, loss_cls: 1.0791, loss: 1.0791, grad_norm: 8.8405 2020-08-17 13:16:12,938 - mmaction - INFO - Epoch [83][840/2505] lr: 3.750e-05, eta: 9:21:08, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8979, loss_cls: 1.0715, loss: 1.0715, grad_norm: 8.7588 2020-08-17 13:16:28,269 - mmaction - INFO - Epoch [83][860/2505] lr: 3.750e-05, eta: 9:20:53, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.9026, loss_cls: 1.0968, loss: 1.0968, grad_norm: 8.8351 2020-08-17 13:16:43,603 - mmaction - INFO - Epoch [83][880/2505] lr: 3.750e-05, eta: 9:20:38, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8880, loss_cls: 1.1055, loss: 1.1055, grad_norm: 8.8826 2020-08-17 13:16:58,569 - mmaction - INFO - Epoch [83][900/2505] lr: 3.750e-05, eta: 9:20:23, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8937, loss_cls: 1.1112, loss: 1.1112, grad_norm: 8.8403 2020-08-17 13:17:13,663 - mmaction - INFO - Epoch [83][920/2505] lr: 3.750e-05, eta: 9:20:07, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9016, loss_cls: 1.0492, loss: 1.0492, grad_norm: 8.7519 2020-08-17 13:17:29,567 - mmaction - INFO - Epoch [83][940/2505] lr: 3.750e-05, eta: 9:19:52, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8849, loss_cls: 1.1003, loss: 1.1003, grad_norm: 8.8006 2020-08-17 13:17:44,480 - mmaction - INFO - Epoch [83][960/2505] lr: 3.750e-05, eta: 9:19:37, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8854, loss_cls: 1.1230, loss: 1.1230, grad_norm: 8.8075 2020-08-17 13:18:02,051 - mmaction - INFO - Epoch [83][980/2505] lr: 3.750e-05, eta: 9:19:22, time: 0.876, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8896, loss_cls: 1.1049, loss: 1.1049, grad_norm: 9.0717 2020-08-17 13:18:15,881 - mmaction - INFO - Epoch [83][1000/2505] lr: 3.750e-05, eta: 9:19:07, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.1250, loss: 1.1250, grad_norm: 9.0250 2020-08-17 13:18:31,246 - mmaction - INFO - Epoch [83][1020/2505] lr: 3.750e-05, eta: 9:18:52, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8922, loss_cls: 1.1110, loss: 1.1110, grad_norm: 8.9980 2020-08-17 13:18:46,346 - mmaction - INFO - Epoch [83][1040/2505] lr: 3.750e-05, eta: 9:18:36, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8974, loss_cls: 1.0854, loss: 1.0854, grad_norm: 8.7996 2020-08-17 13:19:01,378 - mmaction - INFO - Epoch [83][1060/2505] lr: 3.750e-05, eta: 9:18:21, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8839, loss_cls: 1.1351, loss: 1.1351, grad_norm: 8.8757 2020-08-17 13:19:16,380 - mmaction - INFO - Epoch [83][1080/2505] lr: 3.750e-05, eta: 9:18:06, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8958, loss_cls: 1.0806, loss: 1.0806, grad_norm: 8.7739 2020-08-17 13:19:31,609 - mmaction - INFO - Epoch [83][1100/2505] lr: 3.750e-05, eta: 9:17:51, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7479, top5_acc: 0.8906, loss_cls: 1.0736, loss: 1.0736, grad_norm: 8.9090 2020-08-17 13:19:47,675 - mmaction - INFO - Epoch [83][1120/2505] lr: 3.750e-05, eta: 9:17:36, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8943, loss_cls: 1.0712, loss: 1.0712, grad_norm: 8.9809 2020-08-17 13:20:02,885 - mmaction - INFO - Epoch [83][1140/2505] lr: 3.750e-05, eta: 9:17:20, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8995, loss_cls: 1.0310, loss: 1.0310, grad_norm: 8.7895 2020-08-17 13:20:18,030 - mmaction - INFO - Epoch [83][1160/2505] lr: 3.750e-05, eta: 9:17:05, time: 0.757, data_time: 0.002, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0787, loss: 1.0787, grad_norm: 8.6249 2020-08-17 13:20:33,500 - mmaction - INFO - Epoch [83][1180/2505] lr: 3.750e-05, eta: 9:16:50, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8885, loss_cls: 1.1168, loss: 1.1168, grad_norm: 8.9342 2020-08-17 13:20:48,989 - mmaction - INFO - Epoch [83][1200/2505] lr: 3.750e-05, eta: 9:16:35, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0364, loss: 1.0364, grad_norm: 8.9596 2020-08-17 13:21:04,137 - mmaction - INFO - Epoch [83][1220/2505] lr: 3.750e-05, eta: 9:16:20, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8958, loss_cls: 1.0388, loss: 1.0388, grad_norm: 8.5231 2020-08-17 13:21:19,097 - mmaction - INFO - Epoch [83][1240/2505] lr: 3.750e-05, eta: 9:16:04, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8948, loss_cls: 1.0774, loss: 1.0774, grad_norm: 8.5293 2020-08-17 13:21:35,600 - mmaction - INFO - Epoch [83][1260/2505] lr: 3.750e-05, eta: 9:15:49, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8979, loss_cls: 1.0799, loss: 1.0799, grad_norm: 8.7718 2020-08-17 13:21:50,055 - mmaction - INFO - Epoch [83][1280/2505] lr: 3.750e-05, eta: 9:15:34, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9026, loss_cls: 1.0459, loss: 1.0459, grad_norm: 8.6311 2020-08-17 13:22:05,068 - mmaction - INFO - Epoch [83][1300/2505] lr: 3.750e-05, eta: 9:15:19, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7568, top5_acc: 0.9057, loss_cls: 1.0275, loss: 1.0275, grad_norm: 8.6853 2020-08-17 13:22:20,067 - mmaction - INFO - Epoch [83][1320/2505] lr: 3.750e-05, eta: 9:15:03, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8849, loss_cls: 1.1404, loss: 1.1404, grad_norm: 9.0096 2020-08-17 13:22:35,584 - mmaction - INFO - Epoch [83][1340/2505] lr: 3.750e-05, eta: 9:14:48, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8875, loss_cls: 1.1072, loss: 1.1072, grad_norm: 8.7390 2020-08-17 13:22:50,528 - mmaction - INFO - Epoch [83][1360/2505] lr: 3.750e-05, eta: 9:14:33, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8896, loss_cls: 1.0926, loss: 1.0926, grad_norm: 8.6946 2020-08-17 13:23:05,726 - mmaction - INFO - Epoch [83][1380/2505] lr: 3.750e-05, eta: 9:14:18, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8984, loss_cls: 1.0869, loss: 1.0869, grad_norm: 8.9977 2020-08-17 13:23:21,046 - mmaction - INFO - Epoch [83][1400/2505] lr: 3.750e-05, eta: 9:14:03, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8990, loss_cls: 1.1196, loss: 1.1196, grad_norm: 9.1612 2020-08-17 13:23:36,117 - mmaction - INFO - Epoch [83][1420/2505] lr: 3.750e-05, eta: 9:13:47, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.0771, loss: 1.0771, grad_norm: 8.5933 2020-08-17 13:23:51,683 - mmaction - INFO - Epoch [83][1440/2505] lr: 3.750e-05, eta: 9:13:32, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.8826 2020-08-17 13:24:06,975 - mmaction - INFO - Epoch [83][1460/2505] lr: 3.750e-05, eta: 9:13:17, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8786, loss_cls: 1.2300, loss: 1.2300, grad_norm: 9.4601 2020-08-17 13:24:22,476 - mmaction - INFO - Epoch [83][1480/2505] lr: 3.750e-05, eta: 9:13:02, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8677, loss_cls: 1.2046, loss: 1.2046, grad_norm: 9.3174 2020-08-17 13:24:38,655 - mmaction - INFO - Epoch [83][1500/2505] lr: 3.750e-05, eta: 9:12:47, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8792, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.1881 2020-08-17 13:24:53,146 - mmaction - INFO - Epoch [83][1520/2505] lr: 3.750e-05, eta: 9:12:31, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.0785, loss: 1.0785, grad_norm: 8.8066 2020-08-17 13:25:09,259 - mmaction - INFO - Epoch [83][1540/2505] lr: 3.750e-05, eta: 9:12:16, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.1038, loss: 1.1038, grad_norm: 8.9706 2020-08-17 13:25:24,285 - mmaction - INFO - Epoch [83][1560/2505] lr: 3.750e-05, eta: 9:12:01, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8911, loss_cls: 1.1029, loss: 1.1029, grad_norm: 8.8434 2020-08-17 13:25:39,682 - mmaction - INFO - Epoch [83][1580/2505] lr: 3.750e-05, eta: 9:11:46, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8911, loss_cls: 1.1181, loss: 1.1181, grad_norm: 9.1254 2020-08-17 13:25:54,830 - mmaction - INFO - Epoch [83][1600/2505] lr: 3.750e-05, eta: 9:11:31, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9000, loss_cls: 1.0430, loss: 1.0430, grad_norm: 8.6686 2020-08-17 13:26:09,564 - mmaction - INFO - Epoch [83][1620/2505] lr: 3.750e-05, eta: 9:11:15, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7490, top5_acc: 0.9026, loss_cls: 1.0501, loss: 1.0501, grad_norm: 9.1121 2020-08-17 13:26:25,283 - mmaction - INFO - Epoch [83][1640/2505] lr: 3.750e-05, eta: 9:11:00, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8891, loss_cls: 1.0999, loss: 1.0999, grad_norm: 8.9802 2020-08-17 13:26:40,082 - mmaction - INFO - Epoch [83][1660/2505] lr: 3.750e-05, eta: 9:10:45, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.1010, loss: 1.1010, grad_norm: 8.9521 2020-08-17 13:26:55,489 - mmaction - INFO - Epoch [83][1680/2505] lr: 3.750e-05, eta: 9:10:30, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8901, loss_cls: 1.1041, loss: 1.1041, grad_norm: 8.9865 2020-08-17 13:27:10,826 - mmaction - INFO - Epoch [83][1700/2505] lr: 3.750e-05, eta: 9:10:15, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8943, loss_cls: 1.1105, loss: 1.1105, grad_norm: 8.9039 2020-08-17 13:27:25,892 - mmaction - INFO - Epoch [83][1720/2505] lr: 3.750e-05, eta: 9:09:59, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8974, loss_cls: 1.1128, loss: 1.1128, grad_norm: 9.2211 2020-08-17 13:27:41,058 - mmaction - INFO - Epoch [83][1740/2505] lr: 3.750e-05, eta: 9:09:44, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8849, loss_cls: 1.1361, loss: 1.1361, grad_norm: 9.1105 2020-08-17 13:27:56,170 - mmaction - INFO - Epoch [83][1760/2505] lr: 3.750e-05, eta: 9:09:29, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8891, loss_cls: 1.1362, loss: 1.1362, grad_norm: 9.2845 2020-08-17 13:28:11,465 - mmaction - INFO - Epoch [83][1780/2505] lr: 3.750e-05, eta: 9:09:14, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8927, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.1197 2020-08-17 13:28:27,819 - mmaction - INFO - Epoch [83][1800/2505] lr: 3.750e-05, eta: 9:08:59, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8958, loss_cls: 1.1133, loss: 1.1133, grad_norm: 8.9672 2020-08-17 13:28:42,208 - mmaction - INFO - Epoch [83][1820/2505] lr: 3.750e-05, eta: 9:08:43, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8854, loss_cls: 1.1141, loss: 1.1141, grad_norm: 9.0097 2020-08-17 13:28:57,126 - mmaction - INFO - Epoch [83][1840/2505] lr: 3.750e-05, eta: 9:08:28, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8875, loss_cls: 1.0975, loss: 1.0975, grad_norm: 8.7470 2020-08-17 13:29:12,402 - mmaction - INFO - Epoch [83][1860/2505] lr: 3.750e-05, eta: 9:08:13, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8849, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.2422 2020-08-17 13:29:27,957 - mmaction - INFO - Epoch [83][1880/2505] lr: 3.750e-05, eta: 9:07:58, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8995, loss_cls: 1.0829, loss: 1.0829, grad_norm: 8.9188 2020-08-17 13:29:42,790 - mmaction - INFO - Epoch [83][1900/2505] lr: 3.750e-05, eta: 9:07:42, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8927, loss_cls: 1.0925, loss: 1.0925, grad_norm: 8.8882 2020-08-17 13:29:57,946 - mmaction - INFO - Epoch [83][1920/2505] lr: 3.750e-05, eta: 9:07:27, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8922, loss_cls: 1.0942, loss: 1.0942, grad_norm: 9.0303 2020-08-17 13:30:13,342 - mmaction - INFO - Epoch [83][1940/2505] lr: 3.750e-05, eta: 9:07:12, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8995, loss_cls: 1.1038, loss: 1.1038, grad_norm: 9.2087 2020-08-17 13:30:28,550 - mmaction - INFO - Epoch [83][1960/2505] lr: 3.750e-05, eta: 9:06:57, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8948, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.2981 2020-08-17 13:30:44,625 - mmaction - INFO - Epoch [83][1980/2505] lr: 3.750e-05, eta: 9:06:42, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8943, loss_cls: 1.0717, loss: 1.0717, grad_norm: 8.7639 2020-08-17 13:30:59,718 - mmaction - INFO - Epoch [83][2000/2505] lr: 3.750e-05, eta: 9:06:27, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8906, loss_cls: 1.1010, loss: 1.1010, grad_norm: 8.8483 2020-08-17 13:31:14,296 - mmaction - INFO - Epoch [83][2020/2505] lr: 3.750e-05, eta: 9:06:11, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8891, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.9748 2020-08-17 13:31:30,766 - mmaction - INFO - Epoch [83][2040/2505] lr: 3.750e-05, eta: 9:05:56, time: 0.827, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8766, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.3006 2020-08-17 13:31:45,043 - mmaction - INFO - Epoch [83][2060/2505] lr: 3.750e-05, eta: 9:05:41, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8901, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.1068 2020-08-17 13:32:00,470 - mmaction - INFO - Epoch [83][2080/2505] lr: 3.750e-05, eta: 9:05:26, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8937, loss_cls: 1.0733, loss: 1.0733, grad_norm: 8.7765 2020-08-17 13:32:15,748 - mmaction - INFO - Epoch [83][2100/2505] lr: 3.750e-05, eta: 9:05:10, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8958, loss_cls: 1.0659, loss: 1.0659, grad_norm: 8.7764 2020-08-17 13:32:30,715 - mmaction - INFO - Epoch [83][2120/2505] lr: 3.750e-05, eta: 9:04:55, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8938, loss_cls: 1.0978, loss: 1.0978, grad_norm: 8.7815 2020-08-17 13:32:46,288 - mmaction - INFO - Epoch [83][2140/2505] lr: 3.750e-05, eta: 9:04:40, time: 0.778, data_time: 0.002, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8932, loss_cls: 1.1019, loss: 1.1019, grad_norm: 8.8909 2020-08-17 13:33:01,019 - mmaction - INFO - Epoch [83][2160/2505] lr: 3.750e-05, eta: 9:04:25, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8927, loss_cls: 1.0809, loss: 1.0809, grad_norm: 9.1185 2020-08-17 13:33:16,701 - mmaction - INFO - Epoch [83][2180/2505] lr: 3.750e-05, eta: 9:04:10, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1234, loss: 1.1234, grad_norm: 8.8979 2020-08-17 13:33:32,120 - mmaction - INFO - Epoch [83][2200/2505] lr: 3.750e-05, eta: 9:03:54, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0531, loss: 1.0531, grad_norm: 8.5358 2020-08-17 13:33:47,476 - mmaction - INFO - Epoch [83][2220/2505] lr: 3.750e-05, eta: 9:03:39, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8875, loss_cls: 1.1037, loss: 1.1037, grad_norm: 8.9243 2020-08-17 13:34:02,388 - mmaction - INFO - Epoch [83][2240/2505] lr: 3.750e-05, eta: 9:03:24, time: 0.745, data_time: 0.002, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8953, loss_cls: 1.0728, loss: 1.0728, grad_norm: 8.8106 2020-08-17 13:34:17,249 - mmaction - INFO - Epoch [83][2260/2505] lr: 3.750e-05, eta: 9:03:09, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8953, loss_cls: 1.0983, loss: 1.0983, grad_norm: 9.1741 2020-08-17 13:34:32,291 - mmaction - INFO - Epoch [83][2280/2505] lr: 3.750e-05, eta: 9:02:53, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7667, top5_acc: 0.9099, loss_cls: 0.9556, loss: 0.9556, grad_norm: 8.3552 2020-08-17 13:34:48,212 - mmaction - INFO - Epoch [83][2300/2505] lr: 3.750e-05, eta: 9:02:38, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8901, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.9412 2020-08-17 13:35:03,544 - mmaction - INFO - Epoch [83][2320/2505] lr: 3.750e-05, eta: 9:02:23, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8797, loss_cls: 1.1186, loss: 1.1186, grad_norm: 8.7598 2020-08-17 13:35:18,463 - mmaction - INFO - Epoch [83][2340/2505] lr: 3.750e-05, eta: 9:02:08, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8922, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.1931 2020-08-17 13:35:34,021 - mmaction - INFO - Epoch [83][2360/2505] lr: 3.750e-05, eta: 9:01:53, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8948, loss_cls: 1.0589, loss: 1.0589, grad_norm: 8.6725 2020-08-17 13:35:48,862 - mmaction - INFO - Epoch [83][2380/2505] lr: 3.750e-05, eta: 9:01:37, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8734, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.1935 2020-08-17 13:36:04,492 - mmaction - INFO - Epoch [83][2400/2505] lr: 3.750e-05, eta: 9:01:22, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8943, loss_cls: 1.0821, loss: 1.0821, grad_norm: 8.9183 2020-08-17 13:36:20,141 - mmaction - INFO - Epoch [83][2420/2505] lr: 3.750e-05, eta: 9:01:07, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8896, loss_cls: 1.0959, loss: 1.0959, grad_norm: 9.0774 2020-08-17 13:36:34,793 - mmaction - INFO - Epoch [83][2440/2505] lr: 3.750e-05, eta: 9:00:52, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8891, loss_cls: 1.1044, loss: 1.1044, grad_norm: 9.3113 2020-08-17 13:36:49,746 - mmaction - INFO - Epoch [83][2460/2505] lr: 3.750e-05, eta: 9:00:37, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8958, loss_cls: 1.0361, loss: 1.0361, grad_norm: 8.5542 2020-08-17 13:37:05,652 - mmaction - INFO - Epoch [83][2480/2505] lr: 3.750e-05, eta: 9:00:21, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8891, loss_cls: 1.1050, loss: 1.1050, grad_norm: 8.7701 2020-08-17 13:37:20,890 - mmaction - INFO - Epoch [83][2500/2505] lr: 3.750e-05, eta: 9:00:06, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8901, loss_cls: 1.1244, loss: 1.1244, grad_norm: 9.1385 2020-08-17 13:37:24,696 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-08-17 13:37:45,383 - mmaction - INFO - Epoch [84][20/2505] lr: 3.750e-05, eta: 8:59:47, time: 1.014, data_time: 0.393, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8937, loss_cls: 1.1082, loss: 1.1082, grad_norm: 9.0553 2020-08-17 13:37:59,629 - mmaction - INFO - Epoch [84][40/2505] lr: 3.750e-05, eta: 8:59:32, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8927, loss_cls: 1.1254, loss: 1.1254, grad_norm: 9.0366 2020-08-17 13:38:14,589 - mmaction - INFO - Epoch [84][60/2505] lr: 3.750e-05, eta: 8:59:17, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8958, loss_cls: 1.1239, loss: 1.1239, grad_norm: 8.9534 2020-08-17 13:38:29,796 - mmaction - INFO - Epoch [84][80/2505] lr: 3.750e-05, eta: 8:59:02, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8885, loss_cls: 1.1167, loss: 1.1167, grad_norm: 8.7887 2020-08-17 13:38:45,053 - mmaction - INFO - Epoch [84][100/2505] lr: 3.750e-05, eta: 8:58:46, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8969, loss_cls: 1.0474, loss: 1.0474, grad_norm: 8.7008 2020-08-17 13:38:59,828 - mmaction - INFO - Epoch [84][120/2505] lr: 3.750e-05, eta: 8:58:31, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9005, loss_cls: 1.0436, loss: 1.0436, grad_norm: 8.6889 2020-08-17 13:39:15,741 - mmaction - INFO - Epoch [84][140/2505] lr: 3.750e-05, eta: 8:58:16, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8979, loss_cls: 1.1081, loss: 1.1081, grad_norm: 8.8852 2020-08-17 13:39:31,250 - mmaction - INFO - Epoch [84][160/2505] lr: 3.750e-05, eta: 8:58:01, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.1027, loss: 1.1027, grad_norm: 9.2342 2020-08-17 13:39:46,776 - mmaction - INFO - Epoch [84][180/2505] lr: 3.750e-05, eta: 8:57:46, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8901, loss_cls: 1.1106, loss: 1.1106, grad_norm: 9.1098 2020-08-17 13:40:01,458 - mmaction - INFO - Epoch [84][200/2505] lr: 3.750e-05, eta: 8:57:30, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8901, loss_cls: 1.0745, loss: 1.0745, grad_norm: 8.6069 2020-08-17 13:40:17,278 - mmaction - INFO - Epoch [84][220/2505] lr: 3.750e-05, eta: 8:57:15, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8911, loss_cls: 1.0827, loss: 1.0827, grad_norm: 8.6772 2020-08-17 13:40:32,554 - mmaction - INFO - Epoch [84][240/2505] lr: 3.750e-05, eta: 8:57:00, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8823, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.0008 2020-08-17 13:40:48,426 - mmaction - INFO - Epoch [84][260/2505] lr: 3.750e-05, eta: 8:56:45, time: 0.794, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8995, loss_cls: 1.0905, loss: 1.0905, grad_norm: 9.0700 2020-08-17 13:41:03,588 - mmaction - INFO - Epoch [84][280/2505] lr: 3.750e-05, eta: 8:56:30, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8911, loss_cls: 1.1062, loss: 1.1062, grad_norm: 8.9482 2020-08-17 13:41:18,869 - mmaction - INFO - Epoch [84][300/2505] lr: 3.750e-05, eta: 8:56:15, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8901, loss_cls: 1.0976, loss: 1.0976, grad_norm: 8.9243 2020-08-17 13:41:34,118 - mmaction - INFO - Epoch [84][320/2505] lr: 3.750e-05, eta: 8:55:59, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8917, loss_cls: 1.0954, loss: 1.0954, grad_norm: 8.8330 2020-08-17 13:41:49,472 - mmaction - INFO - Epoch [84][340/2505] lr: 3.750e-05, eta: 8:55:44, time: 0.769, data_time: 0.003, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9021, loss_cls: 1.0610, loss: 1.0610, grad_norm: 8.5830 2020-08-17 13:42:04,839 - mmaction - INFO - Epoch [84][360/2505] lr: 3.750e-05, eta: 8:55:29, time: 0.767, data_time: 0.003, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 1.0150, loss: 1.0150, grad_norm: 8.5787 2020-08-17 13:42:20,223 - mmaction - INFO - Epoch [84][380/2505] lr: 3.750e-05, eta: 8:55:14, time: 0.770, data_time: 0.008, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.8537 2020-08-17 13:42:35,449 - mmaction - INFO - Epoch [84][400/2505] lr: 3.750e-05, eta: 8:54:59, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8911, loss_cls: 1.0983, loss: 1.0983, grad_norm: 8.9748 2020-08-17 13:42:51,763 - mmaction - INFO - Epoch [84][420/2505] lr: 3.750e-05, eta: 8:54:44, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8911, loss_cls: 1.1118, loss: 1.1118, grad_norm: 8.6962 2020-08-17 13:43:06,697 - mmaction - INFO - Epoch [84][440/2505] lr: 3.750e-05, eta: 8:54:28, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8964, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.1796 2020-08-17 13:43:21,851 - mmaction - INFO - Epoch [84][460/2505] lr: 3.750e-05, eta: 8:54:13, time: 0.757, data_time: 0.003, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9005, loss_cls: 1.0546, loss: 1.0546, grad_norm: 8.9057 2020-08-17 13:43:37,935 - mmaction - INFO - Epoch [84][480/2505] lr: 3.750e-05, eta: 8:53:58, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.1135, loss: 1.1135, grad_norm: 8.8418 2020-08-17 13:43:54,674 - mmaction - INFO - Epoch [84][500/2505] lr: 3.750e-05, eta: 8:53:43, time: 0.838, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8807, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.0931 2020-08-17 13:44:08,741 - mmaction - INFO - Epoch [84][520/2505] lr: 3.750e-05, eta: 8:53:28, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8969, loss_cls: 1.0610, loss: 1.0610, grad_norm: 8.8228 2020-08-17 13:44:25,104 - mmaction - INFO - Epoch [84][540/2505] lr: 3.750e-05, eta: 8:53:13, time: 0.818, data_time: 0.003, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8948, loss_cls: 1.0806, loss: 1.0806, grad_norm: 8.7540 2020-08-17 13:44:39,596 - mmaction - INFO - Epoch [84][560/2505] lr: 3.750e-05, eta: 8:52:57, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8932, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.1791 2020-08-17 13:44:55,246 - mmaction - INFO - Epoch [84][580/2505] lr: 3.750e-05, eta: 8:52:42, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.7552, top5_acc: 0.8964, loss_cls: 1.0311, loss: 1.0311, grad_norm: 8.5332 2020-08-17 13:45:10,693 - mmaction - INFO - Epoch [84][600/2505] lr: 3.750e-05, eta: 8:52:27, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8891, loss_cls: 1.0599, loss: 1.0599, grad_norm: 8.8892 2020-08-17 13:45:26,329 - mmaction - INFO - Epoch [84][620/2505] lr: 3.750e-05, eta: 8:52:12, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7495, top5_acc: 0.8932, loss_cls: 1.0706, loss: 1.0706, grad_norm: 8.8120 2020-08-17 13:45:41,959 - mmaction - INFO - Epoch [84][640/2505] lr: 3.750e-05, eta: 8:51:57, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.9005, loss_cls: 1.0798, loss: 1.0798, grad_norm: 8.7520 2020-08-17 13:45:57,215 - mmaction - INFO - Epoch [84][660/2505] lr: 3.750e-05, eta: 8:51:41, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8917, loss_cls: 1.0769, loss: 1.0769, grad_norm: 8.8824 2020-08-17 13:46:13,004 - mmaction - INFO - Epoch [84][680/2505] lr: 3.750e-05, eta: 8:51:26, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8875, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.0938 2020-08-17 13:46:29,333 - mmaction - INFO - Epoch [84][700/2505] lr: 3.750e-05, eta: 8:51:11, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8875, loss_cls: 1.0634, loss: 1.0634, grad_norm: 8.6303 2020-08-17 13:46:44,088 - mmaction - INFO - Epoch [84][720/2505] lr: 3.750e-05, eta: 8:50:56, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8833, loss_cls: 1.1404, loss: 1.1404, grad_norm: 9.1673 2020-08-17 13:46:59,205 - mmaction - INFO - Epoch [84][740/2505] lr: 3.750e-05, eta: 8:50:41, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8760, loss_cls: 1.2039, loss: 1.2039, grad_norm: 9.1658 2020-08-17 13:47:14,509 - mmaction - INFO - Epoch [84][760/2505] lr: 3.750e-05, eta: 8:50:26, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8865, loss_cls: 1.1310, loss: 1.1310, grad_norm: 9.1197 2020-08-17 13:47:30,003 - mmaction - INFO - Epoch [84][780/2505] lr: 3.750e-05, eta: 8:50:10, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8995, loss_cls: 1.0865, loss: 1.0865, grad_norm: 8.8265 2020-08-17 13:47:45,593 - mmaction - INFO - Epoch [84][800/2505] lr: 3.750e-05, eta: 8:49:55, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8964, loss_cls: 1.0913, loss: 1.0913, grad_norm: 9.0756 2020-08-17 13:48:01,116 - mmaction - INFO - Epoch [84][820/2505] lr: 3.750e-05, eta: 8:49:40, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7438, top5_acc: 0.8948, loss_cls: 1.0623, loss: 1.0623, grad_norm: 8.7387 2020-08-17 13:48:16,205 - mmaction - INFO - Epoch [84][840/2505] lr: 3.750e-05, eta: 8:49:25, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8990, loss_cls: 1.1009, loss: 1.1009, grad_norm: 8.9454 2020-08-17 13:48:31,721 - mmaction - INFO - Epoch [84][860/2505] lr: 3.750e-05, eta: 8:49:10, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8917, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.6887 2020-08-17 13:48:47,678 - mmaction - INFO - Epoch [84][880/2505] lr: 3.750e-05, eta: 8:48:55, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8958, loss_cls: 1.0874, loss: 1.0874, grad_norm: 9.2679 2020-08-17 13:49:03,350 - mmaction - INFO - Epoch [84][900/2505] lr: 3.750e-05, eta: 8:48:40, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8828, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.9611 2020-08-17 13:49:18,772 - mmaction - INFO - Epoch [84][920/2505] lr: 3.750e-05, eta: 8:48:24, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1167, loss: 1.1167, grad_norm: 9.0139 2020-08-17 13:49:34,080 - mmaction - INFO - Epoch [84][940/2505] lr: 3.750e-05, eta: 8:48:09, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8880, loss_cls: 1.1168, loss: 1.1168, grad_norm: 9.0522 2020-08-17 13:49:49,626 - mmaction - INFO - Epoch [84][960/2505] lr: 3.750e-05, eta: 8:47:54, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8979, loss_cls: 1.1014, loss: 1.1014, grad_norm: 9.1387 2020-08-17 13:50:05,212 - mmaction - INFO - Epoch [84][980/2505] lr: 3.750e-05, eta: 8:47:39, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9089, loss_cls: 1.0350, loss: 1.0350, grad_norm: 9.0333 2020-08-17 13:50:20,571 - mmaction - INFO - Epoch [84][1000/2505] lr: 3.750e-05, eta: 8:47:24, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8750, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.1070 2020-08-17 13:50:36,240 - mmaction - INFO - Epoch [84][1020/2505] lr: 3.750e-05, eta: 8:47:09, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8953, loss_cls: 1.0787, loss: 1.0787, grad_norm: 8.7925 2020-08-17 13:50:51,932 - mmaction - INFO - Epoch [84][1040/2505] lr: 3.750e-05, eta: 8:46:53, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8927, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.0985 2020-08-17 13:51:07,646 - mmaction - INFO - Epoch [84][1060/2505] lr: 3.750e-05, eta: 8:46:38, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8885, loss_cls: 1.1219, loss: 1.1219, grad_norm: 9.0110 2020-08-17 13:51:23,318 - mmaction - INFO - Epoch [84][1080/2505] lr: 3.750e-05, eta: 8:46:23, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1163, loss: 1.1163, grad_norm: 9.1098 2020-08-17 13:51:39,481 - mmaction - INFO - Epoch [84][1100/2505] lr: 3.750e-05, eta: 8:46:08, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8917, loss_cls: 1.1129, loss: 1.1129, grad_norm: 9.0837 2020-08-17 13:51:55,799 - mmaction - INFO - Epoch [84][1120/2505] lr: 3.750e-05, eta: 8:45:53, time: 0.815, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8932, loss_cls: 1.0810, loss: 1.0810, grad_norm: 8.9735 2020-08-17 13:52:10,566 - mmaction - INFO - Epoch [84][1140/2505] lr: 3.750e-05, eta: 8:45:38, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1070, loss: 1.1070, grad_norm: 9.2039 2020-08-17 13:52:25,753 - mmaction - INFO - Epoch [84][1160/2505] lr: 3.750e-05, eta: 8:45:23, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8927, loss_cls: 1.0674, loss: 1.0674, grad_norm: 8.7826 2020-08-17 13:52:42,445 - mmaction - INFO - Epoch [84][1180/2505] lr: 3.750e-05, eta: 8:45:08, time: 0.836, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.9073, loss_cls: 1.0496, loss: 1.0496, grad_norm: 8.9277 2020-08-17 13:52:57,120 - mmaction - INFO - Epoch [84][1200/2505] lr: 3.750e-05, eta: 8:44:52, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8906, loss_cls: 1.0922, loss: 1.0922, grad_norm: 9.1358 2020-08-17 13:53:13,351 - mmaction - INFO - Epoch [84][1220/2505] lr: 3.750e-05, eta: 8:44:37, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.0789, loss: 1.0789, grad_norm: 8.9532 2020-08-17 13:53:28,399 - mmaction - INFO - Epoch [84][1240/2505] lr: 3.750e-05, eta: 8:44:22, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9036, loss_cls: 1.0319, loss: 1.0319, grad_norm: 8.7835 2020-08-17 13:53:43,767 - mmaction - INFO - Epoch [84][1260/2505] lr: 3.750e-05, eta: 8:44:07, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8943, loss_cls: 1.0929, loss: 1.0929, grad_norm: 9.0105 2020-08-17 13:53:59,343 - mmaction - INFO - Epoch [84][1280/2505] lr: 3.750e-05, eta: 8:43:52, time: 0.778, data_time: 0.003, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9010, loss_cls: 1.0635, loss: 1.0635, grad_norm: 8.9934 2020-08-17 13:54:16,086 - mmaction - INFO - Epoch [84][1300/2505] lr: 3.750e-05, eta: 8:43:37, time: 0.835, data_time: 0.006, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8974, loss_cls: 1.0581, loss: 1.0581, grad_norm: 8.6926 2020-08-17 13:54:31,653 - mmaction - INFO - Epoch [84][1320/2505] lr: 3.750e-05, eta: 8:43:22, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8969, loss_cls: 1.0657, loss: 1.0657, grad_norm: 8.7239 2020-08-17 13:54:47,748 - mmaction - INFO - Epoch [84][1340/2505] lr: 3.750e-05, eta: 8:43:07, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9031, loss_cls: 1.0557, loss: 1.0557, grad_norm: 8.8152 2020-08-17 13:55:02,433 - mmaction - INFO - Epoch [84][1360/2505] lr: 3.750e-05, eta: 8:42:51, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8984, loss_cls: 1.0814, loss: 1.0814, grad_norm: 9.0088 2020-08-17 13:55:18,103 - mmaction - INFO - Epoch [84][1380/2505] lr: 3.750e-05, eta: 8:42:36, time: 0.785, data_time: 0.003, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8911, loss_cls: 1.0491, loss: 1.0491, grad_norm: 8.6805 2020-08-17 13:55:34,520 - mmaction - INFO - Epoch [84][1400/2505] lr: 3.750e-05, eta: 8:42:21, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8859, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.0654 2020-08-17 13:55:49,772 - mmaction - INFO - Epoch [84][1420/2505] lr: 3.750e-05, eta: 8:42:06, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8880, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.4261 2020-08-17 13:56:05,953 - mmaction - INFO - Epoch [84][1440/2505] lr: 3.750e-05, eta: 8:41:51, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1233, loss: 1.1233, grad_norm: 8.9333 2020-08-17 13:56:21,905 - mmaction - INFO - Epoch [84][1460/2505] lr: 3.750e-05, eta: 8:41:36, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8990, loss_cls: 1.0751, loss: 1.0751, grad_norm: 8.8423 2020-08-17 13:56:36,988 - mmaction - INFO - Epoch [84][1480/2505] lr: 3.750e-05, eta: 8:41:21, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8964, loss_cls: 1.1021, loss: 1.1021, grad_norm: 8.8630 2020-08-17 13:56:52,738 - mmaction - INFO - Epoch [84][1500/2505] lr: 3.750e-05, eta: 8:41:05, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.9000, loss_cls: 1.0869, loss: 1.0869, grad_norm: 8.8657 2020-08-17 13:57:08,404 - mmaction - INFO - Epoch [84][1520/2505] lr: 3.750e-05, eta: 8:40:50, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.1038, loss: 1.1038, grad_norm: 9.0276 2020-08-17 13:57:24,266 - mmaction - INFO - Epoch [84][1540/2505] lr: 3.750e-05, eta: 8:40:35, time: 0.791, data_time: 0.008, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8870, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.0275 2020-08-17 13:57:39,346 - mmaction - INFO - Epoch [84][1560/2505] lr: 3.750e-05, eta: 8:40:20, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8870, loss_cls: 1.1141, loss: 1.1141, grad_norm: 9.1837 2020-08-17 13:57:55,381 - mmaction - INFO - Epoch [84][1580/2505] lr: 3.750e-05, eta: 8:40:05, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9094, loss_cls: 1.0012, loss: 1.0012, grad_norm: 8.4921 2020-08-17 13:58:10,662 - mmaction - INFO - Epoch [84][1600/2505] lr: 3.750e-05, eta: 8:39:50, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9010, loss_cls: 1.0722, loss: 1.0722, grad_norm: 8.7872 2020-08-17 13:58:26,500 - mmaction - INFO - Epoch [84][1620/2505] lr: 3.750e-05, eta: 8:39:35, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8792, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.1651 2020-08-17 13:58:41,782 - mmaction - INFO - Epoch [84][1640/2505] lr: 3.750e-05, eta: 8:39:19, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8859, loss_cls: 1.1674, loss: 1.1674, grad_norm: 9.3849 2020-08-17 13:58:57,109 - mmaction - INFO - Epoch [84][1660/2505] lr: 3.750e-05, eta: 8:39:04, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8807, loss_cls: 1.1338, loss: 1.1338, grad_norm: 9.1560 2020-08-17 13:59:12,806 - mmaction - INFO - Epoch [84][1680/2505] lr: 3.750e-05, eta: 8:38:49, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8776, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.0462 2020-08-17 13:59:27,850 - mmaction - INFO - Epoch [84][1700/2505] lr: 3.750e-05, eta: 8:38:34, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7250, top5_acc: 0.9036, loss_cls: 1.0738, loss: 1.0738, grad_norm: 8.7427 2020-08-17 13:59:43,899 - mmaction - INFO - Epoch [84][1720/2505] lr: 3.750e-05, eta: 8:38:19, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9036, loss_cls: 1.0575, loss: 1.0575, grad_norm: 8.6932 2020-08-17 13:59:58,852 - mmaction - INFO - Epoch [84][1740/2505] lr: 3.750e-05, eta: 8:38:04, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8786, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.2671 2020-08-17 14:00:15,406 - mmaction - INFO - Epoch [84][1760/2505] lr: 3.750e-05, eta: 8:37:49, time: 0.822, data_time: 0.006, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0470, loss: 1.0470, grad_norm: 8.8667 2020-08-17 14:00:30,546 - mmaction - INFO - Epoch [84][1780/2505] lr: 3.750e-05, eta: 8:37:33, time: 0.763, data_time: 0.013, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8927, loss_cls: 1.0763, loss: 1.0763, grad_norm: 8.8124 2020-08-17 14:00:46,282 - mmaction - INFO - Epoch [84][1800/2505] lr: 3.750e-05, eta: 8:37:18, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8979, loss_cls: 1.1306, loss: 1.1306, grad_norm: 9.3214 2020-08-17 14:01:01,861 - mmaction - INFO - Epoch [84][1820/2505] lr: 3.750e-05, eta: 8:37:03, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7536, top5_acc: 0.8990, loss_cls: 1.0230, loss: 1.0230, grad_norm: 8.5337 2020-08-17 14:01:17,664 - mmaction - INFO - Epoch [84][1840/2505] lr: 3.750e-05, eta: 8:36:48, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8818, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.0626 2020-08-17 14:01:32,688 - mmaction - INFO - Epoch [84][1860/2505] lr: 3.750e-05, eta: 8:36:33, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8917, loss_cls: 1.1571, loss: 1.1571, grad_norm: 9.1794 2020-08-17 14:01:48,734 - mmaction - INFO - Epoch [84][1880/2505] lr: 3.750e-05, eta: 8:36:18, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8958, loss_cls: 1.0838, loss: 1.0838, grad_norm: 9.0222 2020-08-17 14:02:03,677 - mmaction - INFO - Epoch [84][1900/2505] lr: 3.750e-05, eta: 8:36:02, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8859, loss_cls: 1.1349, loss: 1.1349, grad_norm: 9.1086 2020-08-17 14:02:18,707 - mmaction - INFO - Epoch [84][1920/2505] lr: 3.750e-05, eta: 8:35:47, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8937, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.1627 2020-08-17 14:02:34,703 - mmaction - INFO - Epoch [84][1940/2505] lr: 3.750e-05, eta: 8:35:32, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.1049, loss: 1.1049, grad_norm: 9.0846 2020-08-17 14:02:50,903 - mmaction - INFO - Epoch [84][1960/2505] lr: 3.750e-05, eta: 8:35:17, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8844, loss_cls: 1.1346, loss: 1.1346, grad_norm: 9.0162 2020-08-17 14:03:06,452 - mmaction - INFO - Epoch [84][1980/2505] lr: 3.750e-05, eta: 8:35:02, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0776, loss: 1.0776, grad_norm: 8.8734 2020-08-17 14:03:22,795 - mmaction - INFO - Epoch [84][2000/2505] lr: 3.750e-05, eta: 8:34:47, time: 0.817, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8953, loss_cls: 1.1000, loss: 1.1000, grad_norm: 8.8754 2020-08-17 14:03:38,644 - mmaction - INFO - Epoch [84][2020/2505] lr: 3.750e-05, eta: 8:34:32, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9016, loss_cls: 1.0641, loss: 1.0641, grad_norm: 8.7717 2020-08-17 14:03:53,355 - mmaction - INFO - Epoch [84][2040/2505] lr: 3.750e-05, eta: 8:34:16, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0467, loss: 1.0467, grad_norm: 8.9301 2020-08-17 14:04:08,731 - mmaction - INFO - Epoch [84][2060/2505] lr: 3.750e-05, eta: 8:34:01, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8880, loss_cls: 1.1228, loss: 1.1228, grad_norm: 9.1427 2020-08-17 14:04:24,007 - mmaction - INFO - Epoch [84][2080/2505] lr: 3.750e-05, eta: 8:33:46, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.1011, loss: 1.1011, grad_norm: 8.9604 2020-08-17 14:04:39,599 - mmaction - INFO - Epoch [84][2100/2505] lr: 3.750e-05, eta: 8:33:31, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8807, loss_cls: 1.1457, loss: 1.1457, grad_norm: 9.0539 2020-08-17 14:04:56,636 - mmaction - INFO - Epoch [84][2120/2505] lr: 3.750e-05, eta: 8:33:16, time: 0.854, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0607, loss: 1.0607, grad_norm: 8.8306 2020-08-17 14:05:11,325 - mmaction - INFO - Epoch [84][2140/2505] lr: 3.750e-05, eta: 8:33:01, time: 0.733, data_time: 0.002, memory: 8343, top1_acc: 0.7438, top5_acc: 0.8901, loss_cls: 1.0781, loss: 1.0781, grad_norm: 8.9652 2020-08-17 14:05:26,597 - mmaction - INFO - Epoch [84][2160/2505] lr: 3.750e-05, eta: 8:32:45, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8880, loss_cls: 1.1049, loss: 1.1049, grad_norm: 8.9484 2020-08-17 14:05:41,913 - mmaction - INFO - Epoch [84][2180/2505] lr: 3.750e-05, eta: 8:32:30, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8859, loss_cls: 1.1008, loss: 1.1008, grad_norm: 8.9114 2020-08-17 14:05:57,463 - mmaction - INFO - Epoch [84][2200/2505] lr: 3.750e-05, eta: 8:32:15, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.9000, loss_cls: 1.0687, loss: 1.0687, grad_norm: 9.2036 2020-08-17 14:06:13,107 - mmaction - INFO - Epoch [84][2220/2505] lr: 3.750e-05, eta: 8:32:00, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8937, loss_cls: 1.0759, loss: 1.0759, grad_norm: 8.9048 2020-08-17 14:06:28,803 - mmaction - INFO - Epoch [84][2240/2505] lr: 3.750e-05, eta: 8:31:45, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7490, top5_acc: 0.9031, loss_cls: 1.0584, loss: 1.0584, grad_norm: 8.5997 2020-08-17 14:06:45,189 - mmaction - INFO - Epoch [84][2260/2505] lr: 3.750e-05, eta: 8:31:30, time: 0.821, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.2552 2020-08-17 14:06:59,695 - mmaction - INFO - Epoch [84][2280/2505] lr: 3.750e-05, eta: 8:31:14, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8995, loss_cls: 1.0818, loss: 1.0818, grad_norm: 8.7923 2020-08-17 14:07:15,019 - mmaction - INFO - Epoch [84][2300/2505] lr: 3.750e-05, eta: 8:30:59, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8812, loss_cls: 1.1559, loss: 1.1559, grad_norm: 9.2276 2020-08-17 14:07:31,240 - mmaction - INFO - Epoch [84][2320/2505] lr: 3.750e-05, eta: 8:30:44, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8885, loss_cls: 1.1057, loss: 1.1057, grad_norm: 8.8672 2020-08-17 14:07:47,120 - mmaction - INFO - Epoch [84][2340/2505] lr: 3.750e-05, eta: 8:30:29, time: 0.794, data_time: 0.002, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8948, loss_cls: 1.0786, loss: 1.0786, grad_norm: 8.9288 2020-08-17 14:08:02,712 - mmaction - INFO - Epoch [84][2360/2505] lr: 3.750e-05, eta: 8:30:14, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8995, loss_cls: 1.0883, loss: 1.0883, grad_norm: 8.9842 2020-08-17 14:08:17,405 - mmaction - INFO - Epoch [84][2380/2505] lr: 3.750e-05, eta: 8:29:59, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8917, loss_cls: 1.0916, loss: 1.0916, grad_norm: 9.0141 2020-08-17 14:08:33,109 - mmaction - INFO - Epoch [84][2400/2505] lr: 3.750e-05, eta: 8:29:44, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8906, loss_cls: 1.1330, loss: 1.1330, grad_norm: 8.9143 2020-08-17 14:08:47,994 - mmaction - INFO - Epoch [84][2420/2505] lr: 3.750e-05, eta: 8:29:28, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8818, loss_cls: 1.1545, loss: 1.1545, grad_norm: 9.2038 2020-08-17 14:09:03,484 - mmaction - INFO - Epoch [84][2440/2505] lr: 3.750e-05, eta: 8:29:13, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8833, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.0742 2020-08-17 14:09:19,124 - mmaction - INFO - Epoch [84][2460/2505] lr: 3.750e-05, eta: 8:28:58, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8891, loss_cls: 1.0926, loss: 1.0926, grad_norm: 9.1728 2020-08-17 14:09:35,176 - mmaction - INFO - Epoch [84][2480/2505] lr: 3.750e-05, eta: 8:28:43, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8891, loss_cls: 1.1137, loss: 1.1137, grad_norm: 8.8369 2020-08-17 14:09:50,276 - mmaction - INFO - Epoch [84][2500/2505] lr: 3.750e-05, eta: 8:28:28, time: 0.755, data_time: 0.002, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8995, loss_cls: 1.0423, loss: 1.0423, grad_norm: 8.5948 2020-08-17 14:09:53,992 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-08-17 14:10:17,240 - mmaction - INFO - Epoch [85][20/2505] lr: 3.750e-05, eta: 8:28:09, time: 1.135, data_time: 0.517, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 1.0122, loss: 1.0122, grad_norm: 8.6420 2020-08-17 14:10:30,595 - mmaction - INFO - Epoch [85][40/2505] lr: 3.750e-05, eta: 8:27:54, time: 0.668, data_time: 0.003, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8901, loss_cls: 1.1115, loss: 1.1115, grad_norm: 9.1488 2020-08-17 14:10:46,494 - mmaction - INFO - Epoch [85][60/2505] lr: 3.750e-05, eta: 8:27:39, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8948, loss_cls: 1.0844, loss: 1.0844, grad_norm: 8.9067 2020-08-17 14:11:01,248 - mmaction - INFO - Epoch [85][80/2505] lr: 3.750e-05, eta: 8:27:23, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.0860, loss: 1.0860, grad_norm: 9.0285 2020-08-17 14:11:16,634 - mmaction - INFO - Epoch [85][100/2505] lr: 3.750e-05, eta: 8:27:08, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8885, loss_cls: 1.1147, loss: 1.1147, grad_norm: 8.9945 2020-08-17 14:11:31,507 - mmaction - INFO - Epoch [85][120/2505] lr: 3.750e-05, eta: 8:26:53, time: 0.744, data_time: 0.003, memory: 8343, top1_acc: 0.7276, top5_acc: 0.9005, loss_cls: 1.0757, loss: 1.0757, grad_norm: 8.9062 2020-08-17 14:11:46,883 - mmaction - INFO - Epoch [85][140/2505] lr: 3.750e-05, eta: 8:26:38, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8911, loss_cls: 1.1007, loss: 1.1007, grad_norm: 8.7913 2020-08-17 14:12:02,999 - mmaction - INFO - Epoch [85][160/2505] lr: 3.750e-05, eta: 8:26:23, time: 0.809, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9005, loss_cls: 1.0710, loss: 1.0710, grad_norm: 8.7409 2020-08-17 14:12:17,733 - mmaction - INFO - Epoch [85][180/2505] lr: 3.750e-05, eta: 8:26:07, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.7620, top5_acc: 0.9047, loss_cls: 0.9989, loss: 0.9989, grad_norm: 8.4736 2020-08-17 14:12:33,494 - mmaction - INFO - Epoch [85][200/2505] lr: 3.750e-05, eta: 8:25:52, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7490, top5_acc: 0.9057, loss_cls: 1.0172, loss: 1.0172, grad_norm: 8.4762 2020-08-17 14:12:48,096 - mmaction - INFO - Epoch [85][220/2505] lr: 3.750e-05, eta: 8:25:37, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8865, loss_cls: 1.1072, loss: 1.1072, grad_norm: 8.8639 2020-08-17 14:13:03,363 - mmaction - INFO - Epoch [85][240/2505] lr: 3.750e-05, eta: 8:25:22, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8870, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.4308 2020-08-17 14:13:18,914 - mmaction - INFO - Epoch [85][260/2505] lr: 3.750e-05, eta: 8:25:06, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0954, loss: 1.0954, grad_norm: 9.0226 2020-08-17 14:13:33,996 - mmaction - INFO - Epoch [85][280/2505] lr: 3.750e-05, eta: 8:24:51, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8922, loss_cls: 1.1687, loss: 1.1687, grad_norm: 9.2291 2020-08-17 14:13:50,519 - mmaction - INFO - Epoch [85][300/2505] lr: 3.750e-05, eta: 8:24:36, time: 0.824, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8854, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.1505 2020-08-17 14:14:06,111 - mmaction - INFO - Epoch [85][320/2505] lr: 3.750e-05, eta: 8:24:21, time: 0.779, data_time: 0.008, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8901, loss_cls: 1.0918, loss: 1.0918, grad_norm: 9.0406 2020-08-17 14:14:21,549 - mmaction - INFO - Epoch [85][340/2505] lr: 3.750e-05, eta: 8:24:06, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.0975, loss: 1.0975, grad_norm: 8.8591 2020-08-17 14:14:36,932 - mmaction - INFO - Epoch [85][360/2505] lr: 3.750e-05, eta: 8:23:51, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8911, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.0337 2020-08-17 14:14:52,932 - mmaction - INFO - Epoch [85][380/2505] lr: 3.750e-05, eta: 8:23:36, time: 0.800, data_time: 0.002, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8802, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.3081 2020-08-17 14:15:07,544 - mmaction - INFO - Epoch [85][400/2505] lr: 3.750e-05, eta: 8:23:20, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8839, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.9738 2020-08-17 14:15:22,577 - mmaction - INFO - Epoch [85][420/2505] lr: 3.750e-05, eta: 8:23:05, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8818, loss_cls: 1.1620, loss: 1.1620, grad_norm: 8.7582 2020-08-17 14:15:37,745 - mmaction - INFO - Epoch [85][440/2505] lr: 3.750e-05, eta: 8:22:50, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8901, loss_cls: 1.1366, loss: 1.1366, grad_norm: 9.2036 2020-08-17 14:15:52,903 - mmaction - INFO - Epoch [85][460/2505] lr: 3.750e-05, eta: 8:22:35, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8984, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.0455 2020-08-17 14:16:09,136 - mmaction - INFO - Epoch [85][480/2505] lr: 3.750e-05, eta: 8:22:20, time: 0.809, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8885, loss_cls: 1.0937, loss: 1.0937, grad_norm: 9.1562 2020-08-17 14:16:23,964 - mmaction - INFO - Epoch [85][500/2505] lr: 3.750e-05, eta: 8:22:04, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8807, loss_cls: 1.1286, loss: 1.1286, grad_norm: 8.8052 2020-08-17 14:16:38,898 - mmaction - INFO - Epoch [85][520/2505] lr: 3.750e-05, eta: 8:21:49, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8969, loss_cls: 1.0663, loss: 1.0663, grad_norm: 8.9719 2020-08-17 14:16:54,733 - mmaction - INFO - Epoch [85][540/2505] lr: 3.750e-05, eta: 8:21:34, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.0183 2020-08-17 14:17:09,400 - mmaction - INFO - Epoch [85][560/2505] lr: 3.750e-05, eta: 8:21:19, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8927, loss_cls: 1.0562, loss: 1.0562, grad_norm: 8.6963 2020-08-17 14:17:24,879 - mmaction - INFO - Epoch [85][580/2505] lr: 3.750e-05, eta: 8:21:03, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0804, loss: 1.0804, grad_norm: 8.7164 2020-08-17 14:17:40,583 - mmaction - INFO - Epoch [85][600/2505] lr: 3.750e-05, eta: 8:20:48, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8719, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.0697 2020-08-17 14:17:55,636 - mmaction - INFO - Epoch [85][620/2505] lr: 3.750e-05, eta: 8:20:33, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8995, loss_cls: 1.0813, loss: 1.0813, grad_norm: 8.8489 2020-08-17 14:18:11,291 - mmaction - INFO - Epoch [85][640/2505] lr: 3.750e-05, eta: 8:20:18, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8854, loss_cls: 1.1073, loss: 1.1073, grad_norm: 8.8543 2020-08-17 14:18:27,218 - mmaction - INFO - Epoch [85][660/2505] lr: 3.750e-05, eta: 8:20:03, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8953, loss_cls: 1.1287, loss: 1.1287, grad_norm: 9.2702 2020-08-17 14:18:42,387 - mmaction - INFO - Epoch [85][680/2505] lr: 3.750e-05, eta: 8:19:48, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8865, loss_cls: 1.1061, loss: 1.1061, grad_norm: 8.9237 2020-08-17 14:18:58,232 - mmaction - INFO - Epoch [85][700/2505] lr: 3.750e-05, eta: 8:19:32, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7599, top5_acc: 0.9062, loss_cls: 1.0315, loss: 1.0315, grad_norm: 8.6114 2020-08-17 14:19:12,760 - mmaction - INFO - Epoch [85][720/2505] lr: 3.750e-05, eta: 8:19:17, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.1688 2020-08-17 14:19:27,419 - mmaction - INFO - Epoch [85][740/2505] lr: 3.750e-05, eta: 8:19:02, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8964, loss_cls: 1.0735, loss: 1.0735, grad_norm: 8.9737 2020-08-17 14:19:43,376 - mmaction - INFO - Epoch [85][760/2505] lr: 3.750e-05, eta: 8:18:47, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8828, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.0514 2020-08-17 14:19:57,942 - mmaction - INFO - Epoch [85][780/2505] lr: 3.750e-05, eta: 8:18:31, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8880, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.2415 2020-08-17 14:20:13,239 - mmaction - INFO - Epoch [85][800/2505] lr: 3.750e-05, eta: 8:18:16, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8995, loss_cls: 1.0822, loss: 1.0822, grad_norm: 9.1329 2020-08-17 14:20:29,561 - mmaction - INFO - Epoch [85][820/2505] lr: 3.750e-05, eta: 8:18:01, time: 0.817, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8854, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.9498 2020-08-17 14:20:44,184 - mmaction - INFO - Epoch [85][840/2505] lr: 3.750e-05, eta: 8:17:46, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0621, loss: 1.0621, grad_norm: 8.8282 2020-08-17 14:20:59,803 - mmaction - INFO - Epoch [85][860/2505] lr: 3.750e-05, eta: 8:17:31, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8901, loss_cls: 1.1102, loss: 1.1102, grad_norm: 8.9636 2020-08-17 14:21:15,304 - mmaction - INFO - Epoch [85][880/2505] lr: 3.750e-05, eta: 8:17:15, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8958, loss_cls: 1.0488, loss: 1.0488, grad_norm: 8.6790 2020-08-17 14:21:30,605 - mmaction - INFO - Epoch [85][900/2505] lr: 3.750e-05, eta: 8:17:00, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8943, loss_cls: 1.0972, loss: 1.0972, grad_norm: 8.9901 2020-08-17 14:21:45,801 - mmaction - INFO - Epoch [85][920/2505] lr: 3.750e-05, eta: 8:16:45, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8891, loss_cls: 1.1004, loss: 1.1004, grad_norm: 8.8306 2020-08-17 14:22:01,458 - mmaction - INFO - Epoch [85][940/2505] lr: 3.750e-05, eta: 8:16:30, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8865, loss_cls: 1.0950, loss: 1.0950, grad_norm: 9.2266 2020-08-17 14:22:16,283 - mmaction - INFO - Epoch [85][960/2505] lr: 3.750e-05, eta: 8:16:15, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9047, loss_cls: 1.0515, loss: 1.0515, grad_norm: 8.7309 2020-08-17 14:22:32,953 - mmaction - INFO - Epoch [85][980/2505] lr: 3.750e-05, eta: 8:16:00, time: 0.832, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8802, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.2533 2020-08-17 14:22:47,310 - mmaction - INFO - Epoch [85][1000/2505] lr: 3.750e-05, eta: 8:15:44, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9021, loss_cls: 1.0540, loss: 1.0540, grad_norm: 8.7189 2020-08-17 14:23:02,418 - mmaction - INFO - Epoch [85][1020/2505] lr: 3.750e-05, eta: 8:15:29, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.1673, loss: 1.1673, grad_norm: 9.2452 2020-08-17 14:23:18,096 - mmaction - INFO - Epoch [85][1040/2505] lr: 3.750e-05, eta: 8:15:14, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7479, top5_acc: 0.9010, loss_cls: 1.0687, loss: 1.0687, grad_norm: 8.9998 2020-08-17 14:23:32,863 - mmaction - INFO - Epoch [85][1060/2505] lr: 3.750e-05, eta: 8:14:59, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8990, loss_cls: 1.0750, loss: 1.0750, grad_norm: 9.0577 2020-08-17 14:23:47,816 - mmaction - INFO - Epoch [85][1080/2505] lr: 3.750e-05, eta: 8:14:43, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8943, loss_cls: 1.0805, loss: 1.0805, grad_norm: 8.8777 2020-08-17 14:24:03,058 - mmaction - INFO - Epoch [85][1100/2505] lr: 3.750e-05, eta: 8:14:28, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8943, loss_cls: 1.1124, loss: 1.1124, grad_norm: 8.6865 2020-08-17 14:24:17,965 - mmaction - INFO - Epoch [85][1120/2505] lr: 3.750e-05, eta: 8:14:13, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8839, loss_cls: 1.1546, loss: 1.1546, grad_norm: 9.0506 2020-08-17 14:24:33,576 - mmaction - INFO - Epoch [85][1140/2505] lr: 3.750e-05, eta: 8:13:58, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.2487 2020-08-17 14:24:48,685 - mmaction - INFO - Epoch [85][1160/2505] lr: 3.750e-05, eta: 8:13:42, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8984, loss_cls: 1.0648, loss: 1.0648, grad_norm: 8.9102 2020-08-17 14:25:05,293 - mmaction - INFO - Epoch [85][1180/2505] lr: 3.750e-05, eta: 8:13:27, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8958, loss_cls: 1.0430, loss: 1.0430, grad_norm: 8.4642 2020-08-17 14:25:19,378 - mmaction - INFO - Epoch [85][1200/2505] lr: 3.750e-05, eta: 8:13:12, time: 0.704, data_time: 0.002, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8901, loss_cls: 1.0824, loss: 1.0824, grad_norm: 8.6567 2020-08-17 14:25:34,028 - mmaction - INFO - Epoch [85][1220/2505] lr: 3.750e-05, eta: 8:12:57, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1254, loss: 1.1254, grad_norm: 9.0794 2020-08-17 14:25:49,579 - mmaction - INFO - Epoch [85][1240/2505] lr: 3.750e-05, eta: 8:12:41, time: 0.778, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8969, loss_cls: 1.0804, loss: 1.0804, grad_norm: 9.1833 2020-08-17 14:26:05,087 - mmaction - INFO - Epoch [85][1260/2505] lr: 3.750e-05, eta: 8:12:26, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0880, loss: 1.0880, grad_norm: 8.9587 2020-08-17 14:26:20,158 - mmaction - INFO - Epoch [85][1280/2505] lr: 3.750e-05, eta: 8:12:11, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0267, loss: 1.0267, grad_norm: 8.9603 2020-08-17 14:26:35,039 - mmaction - INFO - Epoch [85][1300/2505] lr: 3.750e-05, eta: 8:11:56, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8964, loss_cls: 1.0701, loss: 1.0701, grad_norm: 8.8456 2020-08-17 14:26:50,477 - mmaction - INFO - Epoch [85][1320/2505] lr: 3.750e-05, eta: 8:11:41, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8901, loss_cls: 1.0924, loss: 1.0924, grad_norm: 9.1838 2020-08-17 14:27:05,919 - mmaction - INFO - Epoch [85][1340/2505] lr: 3.750e-05, eta: 8:11:25, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8880, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.1983 2020-08-17 14:27:20,747 - mmaction - INFO - Epoch [85][1360/2505] lr: 3.750e-05, eta: 8:11:10, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8943, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.1453 2020-08-17 14:27:35,877 - mmaction - INFO - Epoch [85][1380/2505] lr: 3.750e-05, eta: 8:10:55, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8885, loss_cls: 1.0900, loss: 1.0900, grad_norm: 8.7974 2020-08-17 14:27:51,959 - mmaction - INFO - Epoch [85][1400/2505] lr: 3.750e-05, eta: 8:10:40, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8885, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.0590 2020-08-17 14:28:06,190 - mmaction - INFO - Epoch [85][1420/2505] lr: 3.750e-05, eta: 8:10:24, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8979, loss_cls: 1.0756, loss: 1.0756, grad_norm: 9.0775 2020-08-17 14:28:22,700 - mmaction - INFO - Epoch [85][1440/2505] lr: 3.750e-05, eta: 8:10:09, time: 0.822, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8958, loss_cls: 1.0965, loss: 1.0965, grad_norm: 9.0672 2020-08-17 14:28:36,949 - mmaction - INFO - Epoch [85][1460/2505] lr: 3.750e-05, eta: 8:09:54, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.3036 2020-08-17 14:28:52,327 - mmaction - INFO - Epoch [85][1480/2505] lr: 3.750e-05, eta: 8:09:39, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8797, loss_cls: 1.1285, loss: 1.1285, grad_norm: 8.8300 2020-08-17 14:29:07,338 - mmaction - INFO - Epoch [85][1500/2505] lr: 3.750e-05, eta: 8:09:24, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1369, loss: 1.1369, grad_norm: 9.1871 2020-08-17 14:29:22,226 - mmaction - INFO - Epoch [85][1520/2505] lr: 3.750e-05, eta: 8:09:08, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.2304 2020-08-17 14:29:37,405 - mmaction - INFO - Epoch [85][1540/2505] lr: 3.750e-05, eta: 8:08:53, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8938, loss_cls: 1.0830, loss: 1.0830, grad_norm: 8.8466 2020-08-17 14:29:52,915 - mmaction - INFO - Epoch [85][1560/2505] lr: 3.750e-05, eta: 8:08:38, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8870, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.0902 2020-08-17 14:30:07,697 - mmaction - INFO - Epoch [85][1580/2505] lr: 3.750e-05, eta: 8:08:23, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8990, loss_cls: 1.0618, loss: 1.0618, grad_norm: 8.8800 2020-08-17 14:30:23,052 - mmaction - INFO - Epoch [85][1600/2505] lr: 3.750e-05, eta: 8:08:07, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8937, loss_cls: 1.0840, loss: 1.0840, grad_norm: 8.9147 2020-08-17 14:30:38,256 - mmaction - INFO - Epoch [85][1620/2505] lr: 3.750e-05, eta: 8:07:52, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8927, loss_cls: 1.1110, loss: 1.1110, grad_norm: 8.9486 2020-08-17 14:30:53,396 - mmaction - INFO - Epoch [85][1640/2505] lr: 3.750e-05, eta: 8:07:37, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8922, loss_cls: 1.0639, loss: 1.0639, grad_norm: 8.8263 2020-08-17 14:31:08,900 - mmaction - INFO - Epoch [85][1660/2505] lr: 3.750e-05, eta: 8:07:22, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8844, loss_cls: 1.1524, loss: 1.1524, grad_norm: 9.3830 2020-08-17 14:31:25,037 - mmaction - INFO - Epoch [85][1680/2505] lr: 3.750e-05, eta: 8:07:07, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8927, loss_cls: 1.0621, loss: 1.0621, grad_norm: 8.9994 2020-08-17 14:31:39,395 - mmaction - INFO - Epoch [85][1700/2505] lr: 3.750e-05, eta: 8:06:51, time: 0.717, data_time: 0.002, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8990, loss_cls: 1.0609, loss: 1.0609, grad_norm: 8.9117 2020-08-17 14:31:54,615 - mmaction - INFO - Epoch [85][1720/2505] lr: 3.750e-05, eta: 8:06:36, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8906, loss_cls: 1.0948, loss: 1.0948, grad_norm: 8.8846 2020-08-17 14:32:09,852 - mmaction - INFO - Epoch [85][1740/2505] lr: 3.750e-05, eta: 8:06:21, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8953, loss_cls: 1.1119, loss: 1.1119, grad_norm: 9.1578 2020-08-17 14:32:25,153 - mmaction - INFO - Epoch [85][1760/2505] lr: 3.750e-05, eta: 8:06:06, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1372, loss: 1.1372, grad_norm: 9.1716 2020-08-17 14:32:40,682 - mmaction - INFO - Epoch [85][1780/2505] lr: 3.750e-05, eta: 8:05:50, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8974, loss_cls: 1.0560, loss: 1.0560, grad_norm: 8.9580 2020-08-17 14:32:55,963 - mmaction - INFO - Epoch [85][1800/2505] lr: 3.750e-05, eta: 8:05:35, time: 0.764, data_time: 0.003, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8844, loss_cls: 1.1227, loss: 1.1227, grad_norm: 9.0576 2020-08-17 14:33:11,000 - mmaction - INFO - Epoch [85][1820/2505] lr: 3.750e-05, eta: 8:05:20, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8979, loss_cls: 1.0831, loss: 1.0831, grad_norm: 8.9230 2020-08-17 14:33:25,814 - mmaction - INFO - Epoch [85][1840/2505] lr: 3.750e-05, eta: 8:05:05, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8995, loss_cls: 1.0718, loss: 1.0718, grad_norm: 9.0880 2020-08-17 14:33:41,101 - mmaction - INFO - Epoch [85][1860/2505] lr: 3.750e-05, eta: 8:04:49, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1524, loss: 1.1524, grad_norm: 9.1645 2020-08-17 14:33:56,376 - mmaction - INFO - Epoch [85][1880/2505] lr: 3.750e-05, eta: 8:04:34, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8932, loss_cls: 1.0831, loss: 1.0831, grad_norm: 8.7368 2020-08-17 14:34:12,149 - mmaction - INFO - Epoch [85][1900/2505] lr: 3.750e-05, eta: 8:04:19, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8979, loss_cls: 1.0665, loss: 1.0665, grad_norm: 9.0000 2020-08-17 14:34:27,135 - mmaction - INFO - Epoch [85][1920/2505] lr: 3.750e-05, eta: 8:04:04, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8891, loss_cls: 1.0586, loss: 1.0586, grad_norm: 8.7071 2020-08-17 14:34:42,746 - mmaction - INFO - Epoch [85][1940/2505] lr: 3.750e-05, eta: 8:03:49, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.0892, loss: 1.0892, grad_norm: 8.8513 2020-08-17 14:34:59,629 - mmaction - INFO - Epoch [85][1960/2505] lr: 3.750e-05, eta: 8:03:34, time: 0.841, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8964, loss_cls: 1.0538, loss: 1.0538, grad_norm: 8.8759 2020-08-17 14:35:14,888 - mmaction - INFO - Epoch [85][1980/2505] lr: 3.750e-05, eta: 8:03:19, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8943, loss_cls: 1.1065, loss: 1.1065, grad_norm: 9.1243 2020-08-17 14:35:29,496 - mmaction - INFO - Epoch [85][2000/2505] lr: 3.750e-05, eta: 8:03:03, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.3457 2020-08-17 14:35:44,693 - mmaction - INFO - Epoch [85][2020/2505] lr: 3.750e-05, eta: 8:02:48, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7313, top5_acc: 0.9005, loss_cls: 1.0675, loss: 1.0675, grad_norm: 9.0443 2020-08-17 14:35:59,802 - mmaction - INFO - Epoch [85][2040/2505] lr: 3.750e-05, eta: 8:02:33, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8974, loss_cls: 1.0900, loss: 1.0900, grad_norm: 9.0055 2020-08-17 14:36:15,696 - mmaction - INFO - Epoch [85][2060/2505] lr: 3.750e-05, eta: 8:02:18, time: 0.798, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8958, loss_cls: 1.0823, loss: 1.0823, grad_norm: 8.7379 2020-08-17 14:36:30,861 - mmaction - INFO - Epoch [85][2080/2505] lr: 3.750e-05, eta: 8:02:02, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8990, loss_cls: 1.0791, loss: 1.0791, grad_norm: 9.2049 2020-08-17 14:36:46,994 - mmaction - INFO - Epoch [85][2100/2505] lr: 3.750e-05, eta: 8:01:47, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8875, loss_cls: 1.0882, loss: 1.0882, grad_norm: 8.7990 2020-08-17 14:37:01,831 - mmaction - INFO - Epoch [85][2120/2505] lr: 3.750e-05, eta: 8:01:32, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9057, loss_cls: 1.0602, loss: 1.0602, grad_norm: 8.8998 2020-08-17 14:37:17,695 - mmaction - INFO - Epoch [85][2140/2505] lr: 3.750e-05, eta: 8:01:17, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9021, loss_cls: 1.0542, loss: 1.0542, grad_norm: 8.8650 2020-08-17 14:37:33,404 - mmaction - INFO - Epoch [85][2160/2505] lr: 3.750e-05, eta: 8:01:02, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9073, loss_cls: 1.0668, loss: 1.0668, grad_norm: 8.9635 2020-08-17 14:37:48,404 - mmaction - INFO - Epoch [85][2180/2505] lr: 3.750e-05, eta: 8:00:47, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8797, loss_cls: 1.1379, loss: 1.1379, grad_norm: 9.1576 2020-08-17 14:38:03,373 - mmaction - INFO - Epoch [85][2200/2505] lr: 3.750e-05, eta: 8:00:31, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1499, loss: 1.1499, grad_norm: 9.1283 2020-08-17 14:38:19,873 - mmaction - INFO - Epoch [85][2220/2505] lr: 3.750e-05, eta: 8:00:16, time: 0.825, data_time: 0.005, memory: 8343, top1_acc: 0.7052, top5_acc: 0.8891, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.0935 2020-08-17 14:38:35,172 - mmaction - INFO - Epoch [85][2240/2505] lr: 3.750e-05, eta: 8:00:01, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8922, loss_cls: 1.0836, loss: 1.0836, grad_norm: 8.8659 2020-08-17 14:38:50,529 - mmaction - INFO - Epoch [85][2260/2505] lr: 3.750e-05, eta: 7:59:46, time: 0.768, data_time: 0.002, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8891, loss_cls: 1.1130, loss: 1.1130, grad_norm: 9.1066 2020-08-17 14:39:05,667 - mmaction - INFO - Epoch [85][2280/2505] lr: 3.750e-05, eta: 7:59:31, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8839, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.1077 2020-08-17 14:39:21,171 - mmaction - INFO - Epoch [85][2300/2505] lr: 3.750e-05, eta: 7:59:16, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8896, loss_cls: 1.1015, loss: 1.1015, grad_norm: 8.8794 2020-08-17 14:39:36,319 - mmaction - INFO - Epoch [85][2320/2505] lr: 3.750e-05, eta: 7:59:00, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8865, loss_cls: 1.1358, loss: 1.1358, grad_norm: 9.0705 2020-08-17 14:39:51,984 - mmaction - INFO - Epoch [85][2340/2505] lr: 3.750e-05, eta: 7:58:45, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8943, loss_cls: 1.0597, loss: 1.0597, grad_norm: 8.7086 2020-08-17 14:40:06,638 - mmaction - INFO - Epoch [85][2360/2505] lr: 3.750e-05, eta: 7:58:30, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8922, loss_cls: 1.1170, loss: 1.1170, grad_norm: 9.2124 2020-08-17 14:40:21,835 - mmaction - INFO - Epoch [85][2380/2505] lr: 3.750e-05, eta: 7:58:15, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8917, loss_cls: 1.0903, loss: 1.0903, grad_norm: 8.8876 2020-08-17 14:40:37,512 - mmaction - INFO - Epoch [85][2400/2505] lr: 3.750e-05, eta: 7:57:59, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8995, loss_cls: 1.1055, loss: 1.1055, grad_norm: 8.9862 2020-08-17 14:40:52,966 - mmaction - INFO - Epoch [85][2420/2505] lr: 3.750e-05, eta: 7:57:44, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8979, loss_cls: 1.0622, loss: 1.0622, grad_norm: 8.9079 2020-08-17 14:41:08,690 - mmaction - INFO - Epoch [85][2440/2505] lr: 3.750e-05, eta: 7:57:29, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8995, loss_cls: 1.0496, loss: 1.0496, grad_norm: 8.8365 2020-08-17 14:41:24,411 - mmaction - INFO - Epoch [85][2460/2505] lr: 3.750e-05, eta: 7:57:14, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8885, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.1822 2020-08-17 14:41:39,522 - mmaction - INFO - Epoch [85][2480/2505] lr: 3.750e-05, eta: 7:56:59, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8943, loss_cls: 1.1139, loss: 1.1139, grad_norm: 8.9683 2020-08-17 14:41:54,578 - mmaction - INFO - Epoch [85][2500/2505] lr: 3.750e-05, eta: 7:56:43, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8807, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.2517 2020-08-17 14:41:58,622 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-08-17 14:42:19,617 - mmaction - INFO - Epoch [86][20/2505] lr: 3.750e-05, eta: 7:56:25, time: 1.030, data_time: 0.401, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8797, loss_cls: 1.1199, loss: 1.1199, grad_norm: 9.2145 2020-08-17 14:42:33,374 - mmaction - INFO - Epoch [86][40/2505] lr: 3.750e-05, eta: 7:56:09, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8917, loss_cls: 1.1184, loss: 1.1184, grad_norm: 9.1647 2020-08-17 14:42:49,429 - mmaction - INFO - Epoch [86][60/2505] lr: 3.750e-05, eta: 7:55:54, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1234, loss: 1.1234, grad_norm: 9.2596 2020-08-17 14:43:04,775 - mmaction - INFO - Epoch [86][80/2505] lr: 3.750e-05, eta: 7:55:39, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8948, loss_cls: 1.0849, loss: 1.0849, grad_norm: 8.8230 2020-08-17 14:43:19,454 - mmaction - INFO - Epoch [86][100/2505] lr: 3.750e-05, eta: 7:55:24, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8995, loss_cls: 1.0493, loss: 1.0493, grad_norm: 8.8840 2020-08-17 14:43:36,084 - mmaction - INFO - Epoch [86][120/2505] lr: 3.750e-05, eta: 7:55:09, time: 0.828, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9063, loss_cls: 1.0389, loss: 1.0389, grad_norm: 8.9479 2020-08-17 14:43:50,894 - mmaction - INFO - Epoch [86][140/2505] lr: 3.750e-05, eta: 7:54:53, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8937, loss_cls: 1.0843, loss: 1.0843, grad_norm: 9.1551 2020-08-17 14:44:05,956 - mmaction - INFO - Epoch [86][160/2505] lr: 3.750e-05, eta: 7:54:38, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8849, loss_cls: 1.1082, loss: 1.1082, grad_norm: 9.2657 2020-08-17 14:44:20,837 - mmaction - INFO - Epoch [86][180/2505] lr: 3.750e-05, eta: 7:54:23, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8932, loss_cls: 1.1111, loss: 1.1111, grad_norm: 9.1026 2020-08-17 14:44:36,495 - mmaction - INFO - Epoch [86][200/2505] lr: 3.750e-05, eta: 7:54:08, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0534, loss: 1.0534, grad_norm: 8.7484 2020-08-17 14:44:52,161 - mmaction - INFO - Epoch [86][220/2505] lr: 3.750e-05, eta: 7:53:53, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8922, loss_cls: 1.1362, loss: 1.1362, grad_norm: 9.0533 2020-08-17 14:45:07,771 - mmaction - INFO - Epoch [86][240/2505] lr: 3.750e-05, eta: 7:53:37, time: 0.781, data_time: 0.002, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1417, loss: 1.1417, grad_norm: 8.9665 2020-08-17 14:45:22,596 - mmaction - INFO - Epoch [86][260/2505] lr: 3.750e-05, eta: 7:53:22, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8885, loss_cls: 1.1126, loss: 1.1126, grad_norm: 9.0174 2020-08-17 14:45:38,741 - mmaction - INFO - Epoch [86][280/2505] lr: 3.750e-05, eta: 7:53:07, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8755, loss_cls: 1.1473, loss: 1.1473, grad_norm: 8.9127 2020-08-17 14:45:53,369 - mmaction - INFO - Epoch [86][300/2505] lr: 3.750e-05, eta: 7:52:52, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8849, loss_cls: 1.0924, loss: 1.0924, grad_norm: 9.0087 2020-08-17 14:46:09,168 - mmaction - INFO - Epoch [86][320/2505] lr: 3.750e-05, eta: 7:52:37, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8979, loss_cls: 1.0982, loss: 1.0982, grad_norm: 8.8866 2020-08-17 14:46:24,940 - mmaction - INFO - Epoch [86][340/2505] lr: 3.750e-05, eta: 7:52:21, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9000, loss_cls: 1.0755, loss: 1.0755, grad_norm: 8.8470 2020-08-17 14:46:40,036 - mmaction - INFO - Epoch [86][360/2505] lr: 3.750e-05, eta: 7:52:06, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8833, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.5734 2020-08-17 14:46:56,914 - mmaction - INFO - Epoch [86][380/2505] lr: 3.750e-05, eta: 7:51:51, time: 0.845, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8927, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.2132 2020-08-17 14:47:11,427 - mmaction - INFO - Epoch [86][400/2505] lr: 3.750e-05, eta: 7:51:36, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0563, loss: 1.0563, grad_norm: 8.7480 2020-08-17 14:47:27,545 - mmaction - INFO - Epoch [86][420/2505] lr: 3.750e-05, eta: 7:51:21, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8854, loss_cls: 1.0856, loss: 1.0856, grad_norm: 8.7194 2020-08-17 14:47:43,143 - mmaction - INFO - Epoch [86][440/2505] lr: 3.750e-05, eta: 7:51:06, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9005, loss_cls: 1.0448, loss: 1.0448, grad_norm: 8.9098 2020-08-17 14:47:58,697 - mmaction - INFO - Epoch [86][460/2505] lr: 3.750e-05, eta: 7:50:51, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8896, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.0206 2020-08-17 14:48:14,732 - mmaction - INFO - Epoch [86][480/2505] lr: 3.750e-05, eta: 7:50:35, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8937, loss_cls: 1.0814, loss: 1.0814, grad_norm: 9.2478 2020-08-17 14:48:30,199 - mmaction - INFO - Epoch [86][500/2505] lr: 3.750e-05, eta: 7:50:20, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8885, loss_cls: 1.1163, loss: 1.1163, grad_norm: 9.0045 2020-08-17 14:48:45,181 - mmaction - INFO - Epoch [86][520/2505] lr: 3.750e-05, eta: 7:50:05, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.2294 2020-08-17 14:49:00,991 - mmaction - INFO - Epoch [86][540/2505] lr: 3.750e-05, eta: 7:49:50, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8974, loss_cls: 1.0648, loss: 1.0648, grad_norm: 8.7576 2020-08-17 14:49:16,902 - mmaction - INFO - Epoch [86][560/2505] lr: 3.750e-05, eta: 7:49:35, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9021, loss_cls: 1.0319, loss: 1.0319, grad_norm: 8.9752 2020-08-17 14:49:33,584 - mmaction - INFO - Epoch [86][580/2505] lr: 3.750e-05, eta: 7:49:20, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8964, loss_cls: 1.0685, loss: 1.0685, grad_norm: 9.1089 2020-08-17 14:49:48,518 - mmaction - INFO - Epoch [86][600/2505] lr: 3.750e-05, eta: 7:49:05, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8786, loss_cls: 1.1349, loss: 1.1349, grad_norm: 9.1652 2020-08-17 14:50:04,168 - mmaction - INFO - Epoch [86][620/2505] lr: 3.750e-05, eta: 7:48:49, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8984, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.9336 2020-08-17 14:50:19,552 - mmaction - INFO - Epoch [86][640/2505] lr: 3.750e-05, eta: 7:48:34, time: 0.770, data_time: 0.002, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8865, loss_cls: 1.1300, loss: 1.1300, grad_norm: 9.2346 2020-08-17 14:50:35,485 - mmaction - INFO - Epoch [86][660/2505] lr: 3.750e-05, eta: 7:48:19, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1221, loss: 1.1221, grad_norm: 9.2072 2020-08-17 14:50:50,631 - mmaction - INFO - Epoch [86][680/2505] lr: 3.750e-05, eta: 7:48:04, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9026, loss_cls: 1.0262, loss: 1.0262, grad_norm: 8.7024 2020-08-17 14:51:06,462 - mmaction - INFO - Epoch [86][700/2505] lr: 3.750e-05, eta: 7:47:49, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8896, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.2457 2020-08-17 14:51:21,948 - mmaction - INFO - Epoch [86][720/2505] lr: 3.750e-05, eta: 7:47:34, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8906, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.0883 2020-08-17 14:51:37,307 - mmaction - INFO - Epoch [86][740/2505] lr: 3.750e-05, eta: 7:47:18, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8911, loss_cls: 1.0876, loss: 1.0876, grad_norm: 8.9261 2020-08-17 14:51:53,327 - mmaction - INFO - Epoch [86][760/2505] lr: 3.750e-05, eta: 7:47:03, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8958, loss_cls: 1.0615, loss: 1.0615, grad_norm: 8.9876 2020-08-17 14:52:08,862 - mmaction - INFO - Epoch [86][780/2505] lr: 3.750e-05, eta: 7:46:48, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8901, loss_cls: 1.1006, loss: 1.1006, grad_norm: 9.0175 2020-08-17 14:52:24,215 - mmaction - INFO - Epoch [86][800/2505] lr: 3.750e-05, eta: 7:46:33, time: 0.768, data_time: 0.003, memory: 8343, top1_acc: 0.7328, top5_acc: 0.9052, loss_cls: 1.0604, loss: 1.0604, grad_norm: 8.9061 2020-08-17 14:52:39,645 - mmaction - INFO - Epoch [86][820/2505] lr: 3.750e-05, eta: 7:46:18, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0482, loss: 1.0482, grad_norm: 8.6703 2020-08-17 14:52:55,072 - mmaction - INFO - Epoch [86][840/2505] lr: 3.750e-05, eta: 7:46:03, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8953, loss_cls: 1.0539, loss: 1.0539, grad_norm: 8.8032 2020-08-17 14:53:12,526 - mmaction - INFO - Epoch [86][860/2505] lr: 3.750e-05, eta: 7:45:48, time: 0.871, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8938, loss_cls: 1.0839, loss: 1.0839, grad_norm: 8.9862 2020-08-17 14:53:26,940 - mmaction - INFO - Epoch [86][880/2505] lr: 3.750e-05, eta: 7:45:32, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8943, loss_cls: 1.0787, loss: 1.0787, grad_norm: 8.9803 2020-08-17 14:53:42,630 - mmaction - INFO - Epoch [86][900/2505] lr: 3.750e-05, eta: 7:45:17, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0896, loss: 1.0896, grad_norm: 9.0928 2020-08-17 14:53:58,525 - mmaction - INFO - Epoch [86][920/2505] lr: 3.750e-05, eta: 7:45:02, time: 0.795, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8958, loss_cls: 1.0611, loss: 1.0611, grad_norm: 8.8165 2020-08-17 14:54:14,787 - mmaction - INFO - Epoch [86][940/2505] lr: 3.750e-05, eta: 7:44:47, time: 0.809, data_time: 0.004, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8943, loss_cls: 1.0498, loss: 1.0498, grad_norm: 9.1191 2020-08-17 14:54:29,486 - mmaction - INFO - Epoch [86][960/2505] lr: 3.750e-05, eta: 7:44:32, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8958, loss_cls: 1.0894, loss: 1.0894, grad_norm: 9.0947 2020-08-17 14:54:45,114 - mmaction - INFO - Epoch [86][980/2505] lr: 3.750e-05, eta: 7:44:17, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9068, loss_cls: 1.0360, loss: 1.0360, grad_norm: 9.0265 2020-08-17 14:55:00,405 - mmaction - INFO - Epoch [86][1000/2505] lr: 3.750e-05, eta: 7:44:01, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8885, loss_cls: 1.0957, loss: 1.0957, grad_norm: 8.7244 2020-08-17 14:55:16,915 - mmaction - INFO - Epoch [86][1020/2505] lr: 3.750e-05, eta: 7:43:46, time: 0.824, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8922, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.8920 2020-08-17 14:55:31,901 - mmaction - INFO - Epoch [86][1040/2505] lr: 3.750e-05, eta: 7:43:31, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8974, loss_cls: 1.1077, loss: 1.1077, grad_norm: 9.0374 2020-08-17 14:55:47,016 - mmaction - INFO - Epoch [86][1060/2505] lr: 3.750e-05, eta: 7:43:16, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7557, top5_acc: 0.8979, loss_cls: 1.0604, loss: 1.0604, grad_norm: 8.9008 2020-08-17 14:56:03,254 - mmaction - INFO - Epoch [86][1080/2505] lr: 3.750e-05, eta: 7:43:01, time: 0.812, data_time: 0.003, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8995, loss_cls: 1.0856, loss: 1.0856, grad_norm: 9.0263 2020-08-17 14:56:18,332 - mmaction - INFO - Epoch [86][1100/2505] lr: 3.750e-05, eta: 7:42:46, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8922, loss_cls: 1.0725, loss: 1.0725, grad_norm: 9.0081 2020-08-17 14:56:33,628 - mmaction - INFO - Epoch [86][1120/2505] lr: 3.750e-05, eta: 7:42:30, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8917, loss_cls: 1.1038, loss: 1.1038, grad_norm: 8.8803 2020-08-17 14:56:48,894 - mmaction - INFO - Epoch [86][1140/2505] lr: 3.750e-05, eta: 7:42:15, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8849, loss_cls: 1.1050, loss: 1.1050, grad_norm: 8.9083 2020-08-17 14:57:04,030 - mmaction - INFO - Epoch [86][1160/2505] lr: 3.750e-05, eta: 7:42:00, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8911, loss_cls: 1.0912, loss: 1.0912, grad_norm: 8.8833 2020-08-17 14:57:19,662 - mmaction - INFO - Epoch [86][1180/2505] lr: 3.750e-05, eta: 7:41:45, time: 0.780, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8927, loss_cls: 1.0743, loss: 1.0743, grad_norm: 8.9557 2020-08-17 14:57:35,203 - mmaction - INFO - Epoch [86][1200/2505] lr: 3.750e-05, eta: 7:41:30, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0640, loss: 1.0640, grad_norm: 8.9811 2020-08-17 14:57:50,757 - mmaction - INFO - Epoch [86][1220/2505] lr: 3.750e-05, eta: 7:41:14, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.9016, loss_cls: 1.0757, loss: 1.0757, grad_norm: 9.0016 2020-08-17 14:58:06,550 - mmaction - INFO - Epoch [86][1240/2505] lr: 3.750e-05, eta: 7:40:59, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0563, loss: 1.0563, grad_norm: 8.8191 2020-08-17 14:58:21,677 - mmaction - INFO - Epoch [86][1260/2505] lr: 3.750e-05, eta: 7:40:44, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8990, loss_cls: 1.0557, loss: 1.0557, grad_norm: 9.0543 2020-08-17 14:58:38,242 - mmaction - INFO - Epoch [86][1280/2505] lr: 3.750e-05, eta: 7:40:29, time: 0.830, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9016, loss_cls: 1.0626, loss: 1.0626, grad_norm: 8.8762 2020-08-17 14:58:52,846 - mmaction - INFO - Epoch [86][1300/2505] lr: 3.750e-05, eta: 7:40:14, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8943, loss_cls: 1.0653, loss: 1.0653, grad_norm: 8.6938 2020-08-17 14:59:08,337 - mmaction - INFO - Epoch [86][1320/2505] lr: 3.750e-05, eta: 7:39:58, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8927, loss_cls: 1.1055, loss: 1.1055, grad_norm: 9.2533 2020-08-17 14:59:23,513 - mmaction - INFO - Epoch [86][1340/2505] lr: 3.750e-05, eta: 7:39:43, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8958, loss_cls: 1.0735, loss: 1.0735, grad_norm: 8.8965 2020-08-17 14:59:38,841 - mmaction - INFO - Epoch [86][1360/2505] lr: 3.750e-05, eta: 7:39:28, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8969, loss_cls: 1.0618, loss: 1.0618, grad_norm: 9.0816 2020-08-17 14:59:54,408 - mmaction - INFO - Epoch [86][1380/2505] lr: 3.750e-05, eta: 7:39:13, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8974, loss_cls: 1.1031, loss: 1.1031, grad_norm: 9.0866 2020-08-17 15:00:10,965 - mmaction - INFO - Epoch [86][1400/2505] lr: 3.750e-05, eta: 7:38:58, time: 0.821, data_time: 0.006, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9005, loss_cls: 1.0197, loss: 1.0197, grad_norm: 8.5690 2020-08-17 15:00:26,565 - mmaction - INFO - Epoch [86][1420/2505] lr: 3.750e-05, eta: 7:38:43, time: 0.786, data_time: 0.018, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8896, loss_cls: 1.1027, loss: 1.1027, grad_norm: 8.8123 2020-08-17 15:00:42,129 - mmaction - INFO - Epoch [86][1440/2505] lr: 3.750e-05, eta: 7:38:28, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8922, loss_cls: 1.0933, loss: 1.0933, grad_norm: 9.0998 2020-08-17 15:00:57,413 - mmaction - INFO - Epoch [86][1460/2505] lr: 3.750e-05, eta: 7:38:12, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8958, loss_cls: 1.0860, loss: 1.0860, grad_norm: 8.9966 2020-08-17 15:01:12,567 - mmaction - INFO - Epoch [86][1480/2505] lr: 3.750e-05, eta: 7:37:57, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9031, loss_cls: 1.0288, loss: 1.0288, grad_norm: 8.7587 2020-08-17 15:01:27,717 - mmaction - INFO - Epoch [86][1500/2505] lr: 3.750e-05, eta: 7:37:42, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8891, loss_cls: 1.1095, loss: 1.1095, grad_norm: 8.9402 2020-08-17 15:01:43,062 - mmaction - INFO - Epoch [86][1520/2505] lr: 3.750e-05, eta: 7:37:27, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8969, loss_cls: 1.1127, loss: 1.1127, grad_norm: 9.0350 2020-08-17 15:01:58,323 - mmaction - INFO - Epoch [86][1540/2505] lr: 3.750e-05, eta: 7:37:11, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.9010, loss_cls: 1.0656, loss: 1.0656, grad_norm: 8.8581 2020-08-17 15:02:13,577 - mmaction - INFO - Epoch [86][1560/2505] lr: 3.750e-05, eta: 7:36:56, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8932, loss_cls: 1.1219, loss: 1.1219, grad_norm: 9.3088 2020-08-17 15:02:28,883 - mmaction - INFO - Epoch [86][1580/2505] lr: 3.750e-05, eta: 7:36:41, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8932, loss_cls: 1.1102, loss: 1.1102, grad_norm: 8.9729 2020-08-17 15:02:44,617 - mmaction - INFO - Epoch [86][1600/2505] lr: 3.750e-05, eta: 7:36:26, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7599, top5_acc: 0.9042, loss_cls: 0.9987, loss: 0.9987, grad_norm: 8.5203 2020-08-17 15:02:59,902 - mmaction - INFO - Epoch [86][1620/2505] lr: 3.750e-05, eta: 7:36:11, time: 0.764, data_time: 0.002, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8964, loss_cls: 1.1163, loss: 1.1163, grad_norm: 9.0620 2020-08-17 15:03:15,820 - mmaction - INFO - Epoch [86][1640/2505] lr: 3.750e-05, eta: 7:35:56, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8870, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.2246 2020-08-17 15:03:31,784 - mmaction - INFO - Epoch [86][1660/2505] lr: 3.750e-05, eta: 7:35:40, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8932, loss_cls: 1.0646, loss: 1.0646, grad_norm: 9.0864 2020-08-17 15:03:47,117 - mmaction - INFO - Epoch [86][1680/2505] lr: 3.750e-05, eta: 7:35:25, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8839, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.2180 2020-08-17 15:04:02,659 - mmaction - INFO - Epoch [86][1700/2505] lr: 3.750e-05, eta: 7:35:10, time: 0.777, data_time: 0.002, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8844, loss_cls: 1.1068, loss: 1.1068, grad_norm: 9.0196 2020-08-17 15:04:17,612 - mmaction - INFO - Epoch [86][1720/2505] lr: 3.750e-05, eta: 7:34:55, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8865, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.2247 2020-08-17 15:04:32,990 - mmaction - INFO - Epoch [86][1740/2505] lr: 3.750e-05, eta: 7:34:40, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8958, loss_cls: 1.0644, loss: 1.0644, grad_norm: 8.9387 2020-08-17 15:04:48,110 - mmaction - INFO - Epoch [86][1760/2505] lr: 3.750e-05, eta: 7:34:24, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8875, loss_cls: 1.0846, loss: 1.0846, grad_norm: 8.8428 2020-08-17 15:05:04,835 - mmaction - INFO - Epoch [86][1780/2505] lr: 3.750e-05, eta: 7:34:09, time: 0.835, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8953, loss_cls: 1.0673, loss: 1.0673, grad_norm: 8.7318 2020-08-17 15:05:20,679 - mmaction - INFO - Epoch [86][1800/2505] lr: 3.750e-05, eta: 7:33:54, time: 0.794, data_time: 0.003, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8964, loss_cls: 1.0894, loss: 1.0894, grad_norm: 9.0218 2020-08-17 15:05:36,348 - mmaction - INFO - Epoch [86][1820/2505] lr: 3.750e-05, eta: 7:33:39, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8870, loss_cls: 1.0893, loss: 1.0893, grad_norm: 8.8879 2020-08-17 15:05:52,411 - mmaction - INFO - Epoch [86][1840/2505] lr: 3.750e-05, eta: 7:33:24, time: 0.803, data_time: 0.003, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8865, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.1755 2020-08-17 15:06:07,041 - mmaction - INFO - Epoch [86][1860/2505] lr: 3.750e-05, eta: 7:33:09, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8943, loss_cls: 1.0614, loss: 1.0614, grad_norm: 8.7591 2020-08-17 15:06:21,734 - mmaction - INFO - Epoch [86][1880/2505] lr: 3.750e-05, eta: 7:32:53, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7599, top5_acc: 0.9078, loss_cls: 1.0076, loss: 1.0076, grad_norm: 8.7186 2020-08-17 15:06:37,478 - mmaction - INFO - Epoch [86][1900/2505] lr: 3.750e-05, eta: 7:32:38, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8974, loss_cls: 1.0668, loss: 1.0668, grad_norm: 8.8946 2020-08-17 15:06:52,205 - mmaction - INFO - Epoch [86][1920/2505] lr: 3.750e-05, eta: 7:32:23, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8896, loss_cls: 1.1333, loss: 1.1333, grad_norm: 9.2850 2020-08-17 15:07:09,017 - mmaction - INFO - Epoch [86][1940/2505] lr: 3.750e-05, eta: 7:32:08, time: 0.839, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8865, loss_cls: 1.1121, loss: 1.1121, grad_norm: 9.0200 2020-08-17 15:07:23,998 - mmaction - INFO - Epoch [86][1960/2505] lr: 3.750e-05, eta: 7:31:53, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8896, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.0103 2020-08-17 15:07:38,555 - mmaction - INFO - Epoch [86][1980/2505] lr: 3.750e-05, eta: 7:31:37, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8927, loss_cls: 1.1217, loss: 1.1217, grad_norm: 9.2563 2020-08-17 15:07:54,268 - mmaction - INFO - Epoch [86][2000/2505] lr: 3.750e-05, eta: 7:31:22, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8807, loss_cls: 1.1063, loss: 1.1063, grad_norm: 9.1281 2020-08-17 15:08:09,758 - mmaction - INFO - Epoch [86][2020/2505] lr: 3.750e-05, eta: 7:31:07, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8839, loss_cls: 1.1346, loss: 1.1346, grad_norm: 9.1170 2020-08-17 15:08:24,715 - mmaction - INFO - Epoch [86][2040/2505] lr: 3.750e-05, eta: 7:30:52, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.1024, loss: 1.1024, grad_norm: 9.3269 2020-08-17 15:08:40,767 - mmaction - INFO - Epoch [86][2060/2505] lr: 3.750e-05, eta: 7:30:37, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9052, loss_cls: 1.0603, loss: 1.0603, grad_norm: 9.0220 2020-08-17 15:08:55,997 - mmaction - INFO - Epoch [86][2080/2505] lr: 3.750e-05, eta: 7:30:21, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.9068, loss_cls: 1.0553, loss: 1.0553, grad_norm: 8.9291 2020-08-17 15:09:11,508 - mmaction - INFO - Epoch [86][2100/2505] lr: 3.750e-05, eta: 7:30:06, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8839, loss_cls: 1.1460, loss: 1.1460, grad_norm: 9.1164 2020-08-17 15:09:27,702 - mmaction - INFO - Epoch [86][2120/2505] lr: 3.750e-05, eta: 7:29:51, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.0871, loss: 1.0871, grad_norm: 9.0759 2020-08-17 15:09:42,471 - mmaction - INFO - Epoch [86][2140/2505] lr: 3.750e-05, eta: 7:29:36, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8844, loss_cls: 1.1323, loss: 1.1323, grad_norm: 9.0759 2020-08-17 15:09:57,882 - mmaction - INFO - Epoch [86][2160/2505] lr: 3.750e-05, eta: 7:29:21, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9016, loss_cls: 1.0576, loss: 1.0576, grad_norm: 8.8246 2020-08-17 15:10:12,729 - mmaction - INFO - Epoch [86][2180/2505] lr: 3.750e-05, eta: 7:29:05, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8958, loss_cls: 1.0686, loss: 1.0686, grad_norm: 8.7728 2020-08-17 15:10:28,032 - mmaction - INFO - Epoch [86][2200/2505] lr: 3.750e-05, eta: 7:28:50, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8974, loss_cls: 1.1117, loss: 1.1117, grad_norm: 9.2901 2020-08-17 15:10:43,314 - mmaction - INFO - Epoch [86][2220/2505] lr: 3.750e-05, eta: 7:28:35, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8891, loss_cls: 1.0939, loss: 1.0939, grad_norm: 9.0521 2020-08-17 15:10:59,438 - mmaction - INFO - Epoch [86][2240/2505] lr: 3.750e-05, eta: 7:28:20, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8854, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.9254 2020-08-17 15:11:15,232 - mmaction - INFO - Epoch [86][2260/2505] lr: 3.750e-05, eta: 7:28:05, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8818, loss_cls: 1.1181, loss: 1.1181, grad_norm: 8.9061 2020-08-17 15:11:31,453 - mmaction - INFO - Epoch [86][2280/2505] lr: 3.750e-05, eta: 7:27:50, time: 0.807, data_time: 0.006, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8953, loss_cls: 1.0657, loss: 1.0657, grad_norm: 8.7733 2020-08-17 15:11:46,251 - mmaction - INFO - Epoch [86][2300/2505] lr: 3.750e-05, eta: 7:27:34, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1079, loss: 1.1079, grad_norm: 8.8860 2020-08-17 15:12:01,317 - mmaction - INFO - Epoch [86][2320/2505] lr: 3.750e-05, eta: 7:27:19, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8823, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.5267 2020-08-17 15:12:16,713 - mmaction - INFO - Epoch [86][2340/2505] lr: 3.750e-05, eta: 7:27:04, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8891, loss_cls: 1.1200, loss: 1.1200, grad_norm: 8.8898 2020-08-17 15:12:31,624 - mmaction - INFO - Epoch [86][2360/2505] lr: 3.750e-05, eta: 7:26:49, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8849, loss_cls: 1.1255, loss: 1.1255, grad_norm: 8.8920 2020-08-17 15:12:47,384 - mmaction - INFO - Epoch [86][2380/2505] lr: 3.750e-05, eta: 7:26:34, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.2060 2020-08-17 15:13:02,441 - mmaction - INFO - Epoch [86][2400/2505] lr: 3.750e-05, eta: 7:26:18, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8927, loss_cls: 1.0662, loss: 1.0662, grad_norm: 8.8470 2020-08-17 15:13:18,822 - mmaction - INFO - Epoch [86][2420/2505] lr: 3.750e-05, eta: 7:26:03, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.7609, top5_acc: 0.9062, loss_cls: 1.0024, loss: 1.0024, grad_norm: 8.6021 2020-08-17 15:13:33,601 - mmaction - INFO - Epoch [86][2440/2505] lr: 3.750e-05, eta: 7:25:48, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8964, loss_cls: 1.0697, loss: 1.0697, grad_norm: 8.9445 2020-08-17 15:13:48,664 - mmaction - INFO - Epoch [86][2460/2505] lr: 3.750e-05, eta: 7:25:33, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8979, loss_cls: 1.0721, loss: 1.0721, grad_norm: 8.7716 2020-08-17 15:14:03,963 - mmaction - INFO - Epoch [86][2480/2505] lr: 3.750e-05, eta: 7:25:17, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8896, loss_cls: 1.0834, loss: 1.0834, grad_norm: 9.0349 2020-08-17 15:14:18,919 - mmaction - INFO - Epoch [86][2500/2505] lr: 3.750e-05, eta: 7:25:02, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8880, loss_cls: 1.1247, loss: 1.1247, grad_norm: 8.9439 2020-08-17 15:14:22,793 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-08-17 15:14:47,702 - mmaction - INFO - Epoch [87][20/2505] lr: 3.750e-05, eta: 7:24:44, time: 1.214, data_time: 0.589, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.0742, loss: 1.0742, grad_norm: 9.0296 2020-08-17 15:15:01,815 - mmaction - INFO - Epoch [87][40/2505] lr: 3.750e-05, eta: 7:24:29, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.1065, loss: 1.1065, grad_norm: 9.1884 2020-08-17 15:15:17,355 - mmaction - INFO - Epoch [87][60/2505] lr: 3.750e-05, eta: 7:24:13, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8896, loss_cls: 1.1116, loss: 1.1116, grad_norm: 9.2561 2020-08-17 15:15:32,792 - mmaction - INFO - Epoch [87][80/2505] lr: 3.750e-05, eta: 7:23:58, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8844, loss_cls: 1.1165, loss: 1.1165, grad_norm: 9.0624 2020-08-17 15:15:48,350 - mmaction - INFO - Epoch [87][100/2505] lr: 3.750e-05, eta: 7:23:43, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8729, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.1808 2020-08-17 15:16:03,426 - mmaction - INFO - Epoch [87][120/2505] lr: 3.750e-05, eta: 7:23:28, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8849, loss_cls: 1.1151, loss: 1.1151, grad_norm: 8.7768 2020-08-17 15:16:19,013 - mmaction - INFO - Epoch [87][140/2505] lr: 3.750e-05, eta: 7:23:13, time: 0.779, data_time: 0.002, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8932, loss_cls: 1.0785, loss: 1.0785, grad_norm: 9.0064 2020-08-17 15:16:33,689 - mmaction - INFO - Epoch [87][160/2505] lr: 3.750e-05, eta: 7:22:57, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8880, loss_cls: 1.1401, loss: 1.1401, grad_norm: 8.9928 2020-08-17 15:16:48,596 - mmaction - INFO - Epoch [87][180/2505] lr: 3.750e-05, eta: 7:22:42, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8880, loss_cls: 1.0773, loss: 1.0773, grad_norm: 8.5855 2020-08-17 15:17:04,346 - mmaction - INFO - Epoch [87][200/2505] lr: 3.750e-05, eta: 7:22:27, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.9042, loss_cls: 1.0844, loss: 1.0844, grad_norm: 8.8857 2020-08-17 15:17:20,833 - mmaction - INFO - Epoch [87][220/2505] lr: 3.750e-05, eta: 7:22:12, time: 0.826, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9000, loss_cls: 1.0486, loss: 1.0486, grad_norm: 9.0074 2020-08-17 15:17:35,415 - mmaction - INFO - Epoch [87][240/2505] lr: 3.750e-05, eta: 7:21:57, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9010, loss_cls: 1.0813, loss: 1.0813, grad_norm: 8.9842 2020-08-17 15:17:50,202 - mmaction - INFO - Epoch [87][260/2505] lr: 3.750e-05, eta: 7:21:41, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8995, loss_cls: 1.0544, loss: 1.0544, grad_norm: 9.0314 2020-08-17 15:18:05,587 - mmaction - INFO - Epoch [87][280/2505] lr: 3.750e-05, eta: 7:21:26, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8974, loss_cls: 1.0716, loss: 1.0716, grad_norm: 8.9157 2020-08-17 15:18:20,552 - mmaction - INFO - Epoch [87][300/2505] lr: 3.750e-05, eta: 7:21:11, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.1713 2020-08-17 15:18:36,836 - mmaction - INFO - Epoch [87][320/2505] lr: 3.750e-05, eta: 7:20:56, time: 0.812, data_time: 0.004, memory: 8343, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0347, loss: 1.0347, grad_norm: 9.0201 2020-08-17 15:18:52,110 - mmaction - INFO - Epoch [87][340/2505] lr: 3.750e-05, eta: 7:20:41, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9062, loss_cls: 1.0193, loss: 1.0193, grad_norm: 8.6575 2020-08-17 15:19:07,290 - mmaction - INFO - Epoch [87][360/2505] lr: 3.750e-05, eta: 7:20:25, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8932, loss_cls: 1.1205, loss: 1.1205, grad_norm: 9.0553 2020-08-17 15:19:22,386 - mmaction - INFO - Epoch [87][380/2505] lr: 3.750e-05, eta: 7:20:10, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9026, loss_cls: 1.0800, loss: 1.0800, grad_norm: 8.8535 2020-08-17 15:19:38,270 - mmaction - INFO - Epoch [87][400/2505] lr: 3.750e-05, eta: 7:19:55, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8865, loss_cls: 1.1184, loss: 1.1184, grad_norm: 9.0089 2020-08-17 15:19:53,430 - mmaction - INFO - Epoch [87][420/2505] lr: 3.750e-05, eta: 7:19:40, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.1598 2020-08-17 15:20:09,274 - mmaction - INFO - Epoch [87][440/2505] lr: 3.750e-05, eta: 7:19:25, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8870, loss_cls: 1.1270, loss: 1.1270, grad_norm: 9.3222 2020-08-17 15:20:23,647 - mmaction - INFO - Epoch [87][460/2505] lr: 3.750e-05, eta: 7:19:09, time: 0.719, data_time: 0.003, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8839, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.1212 2020-08-17 15:20:39,953 - mmaction - INFO - Epoch [87][480/2505] lr: 3.750e-05, eta: 7:18:54, time: 0.814, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1116, loss: 1.1116, grad_norm: 8.7327 2020-08-17 15:20:54,615 - mmaction - INFO - Epoch [87][500/2505] lr: 3.750e-05, eta: 7:18:39, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8896, loss_cls: 1.1207, loss: 1.1207, grad_norm: 9.2132 2020-08-17 15:21:09,620 - mmaction - INFO - Epoch [87][520/2505] lr: 3.750e-05, eta: 7:18:24, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9036, loss_cls: 1.0286, loss: 1.0286, grad_norm: 8.6432 2020-08-17 15:21:24,696 - mmaction - INFO - Epoch [87][540/2505] lr: 3.750e-05, eta: 7:18:08, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8854, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.3285 2020-08-17 15:21:39,749 - mmaction - INFO - Epoch [87][560/2505] lr: 3.750e-05, eta: 7:17:53, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8901, loss_cls: 1.1283, loss: 1.1283, grad_norm: 9.2430 2020-08-17 15:21:54,675 - mmaction - INFO - Epoch [87][580/2505] lr: 3.750e-05, eta: 7:17:38, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8995, loss_cls: 1.0638, loss: 1.0638, grad_norm: 9.0317 2020-08-17 15:22:09,980 - mmaction - INFO - Epoch [87][600/2505] lr: 3.750e-05, eta: 7:17:23, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7594, top5_acc: 0.8995, loss_cls: 1.0164, loss: 1.0164, grad_norm: 8.6427 2020-08-17 15:22:25,753 - mmaction - INFO - Epoch [87][620/2505] lr: 3.750e-05, eta: 7:17:07, time: 0.789, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.1619 2020-08-17 15:22:40,481 - mmaction - INFO - Epoch [87][640/2505] lr: 3.750e-05, eta: 7:16:52, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9057, loss_cls: 1.0777, loss: 1.0777, grad_norm: 9.2248 2020-08-17 15:22:56,034 - mmaction - INFO - Epoch [87][660/2505] lr: 3.750e-05, eta: 7:16:37, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9042, loss_cls: 1.0315, loss: 1.0315, grad_norm: 8.8893 2020-08-17 15:23:11,545 - mmaction - INFO - Epoch [87][680/2505] lr: 3.750e-05, eta: 7:16:22, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8948, loss_cls: 1.0627, loss: 1.0627, grad_norm: 8.8306 2020-08-17 15:23:27,003 - mmaction - INFO - Epoch [87][700/2505] lr: 3.750e-05, eta: 7:16:07, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8969, loss_cls: 1.0930, loss: 1.0930, grad_norm: 8.9495 2020-08-17 15:23:43,713 - mmaction - INFO - Epoch [87][720/2505] lr: 3.750e-05, eta: 7:15:52, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8990, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.0596 2020-08-17 15:23:57,757 - mmaction - INFO - Epoch [87][740/2505] lr: 3.750e-05, eta: 7:15:36, time: 0.702, data_time: 0.002, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8937, loss_cls: 1.1177, loss: 1.1177, grad_norm: 9.2238 2020-08-17 15:24:14,439 - mmaction - INFO - Epoch [87][760/2505] lr: 3.750e-05, eta: 7:15:21, time: 0.833, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8943, loss_cls: 1.1023, loss: 1.1023, grad_norm: 9.0367 2020-08-17 15:24:28,429 - mmaction - INFO - Epoch [87][780/2505] lr: 3.750e-05, eta: 7:15:06, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.7547, top5_acc: 0.8870, loss_cls: 1.0893, loss: 1.0893, grad_norm: 8.7110 2020-08-17 15:24:44,881 - mmaction - INFO - Epoch [87][800/2505] lr: 3.750e-05, eta: 7:14:51, time: 0.823, data_time: 0.005, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8953, loss_cls: 1.0795, loss: 1.0795, grad_norm: 8.7243 2020-08-17 15:24:59,636 - mmaction - INFO - Epoch [87][820/2505] lr: 3.750e-05, eta: 7:14:35, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8953, loss_cls: 1.0697, loss: 1.0697, grad_norm: 8.9901 2020-08-17 15:25:14,557 - mmaction - INFO - Epoch [87][840/2505] lr: 3.750e-05, eta: 7:14:20, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0493, loss: 1.0493, grad_norm: 8.8789 2020-08-17 15:25:29,333 - mmaction - INFO - Epoch [87][860/2505] lr: 3.750e-05, eta: 7:14:05, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8901, loss_cls: 1.1192, loss: 1.1192, grad_norm: 9.0353 2020-08-17 15:25:46,091 - mmaction - INFO - Epoch [87][880/2505] lr: 3.750e-05, eta: 7:13:50, time: 0.836, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.1006, loss: 1.1006, grad_norm: 8.8285 2020-08-17 15:26:01,766 - mmaction - INFO - Epoch [87][900/2505] lr: 3.750e-05, eta: 7:13:35, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8917, loss_cls: 1.1015, loss: 1.1015, grad_norm: 8.6740 2020-08-17 15:26:16,536 - mmaction - INFO - Epoch [87][920/2505] lr: 3.750e-05, eta: 7:13:19, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8990, loss_cls: 1.0732, loss: 1.0732, grad_norm: 8.7422 2020-08-17 15:26:31,501 - mmaction - INFO - Epoch [87][940/2505] lr: 3.750e-05, eta: 7:13:04, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8870, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.0146 2020-08-17 15:26:47,570 - mmaction - INFO - Epoch [87][960/2505] lr: 3.750e-05, eta: 7:12:49, time: 0.802, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.0351 2020-08-17 15:27:03,556 - mmaction - INFO - Epoch [87][980/2505] lr: 3.750e-05, eta: 7:12:34, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8906, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.4617 2020-08-17 15:27:18,436 - mmaction - INFO - Epoch [87][1000/2505] lr: 3.750e-05, eta: 7:12:19, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8964, loss_cls: 1.0834, loss: 1.0834, grad_norm: 8.9922 2020-08-17 15:27:33,717 - mmaction - INFO - Epoch [87][1020/2505] lr: 3.750e-05, eta: 7:12:03, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8995, loss_cls: 1.0464, loss: 1.0464, grad_norm: 8.7172 2020-08-17 15:27:49,810 - mmaction - INFO - Epoch [87][1040/2505] lr: 3.750e-05, eta: 7:11:48, time: 0.803, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9016, loss_cls: 1.0534, loss: 1.0534, grad_norm: 9.1167 2020-08-17 15:28:04,083 - mmaction - INFO - Epoch [87][1060/2505] lr: 3.750e-05, eta: 7:11:33, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9099, loss_cls: 1.0212, loss: 1.0212, grad_norm: 9.0297 2020-08-17 15:28:20,454 - mmaction - INFO - Epoch [87][1080/2505] lr: 3.750e-05, eta: 7:11:18, time: 0.817, data_time: 0.007, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8927, loss_cls: 1.0609, loss: 1.0609, grad_norm: 9.1277 2020-08-17 15:28:35,019 - mmaction - INFO - Epoch [87][1100/2505] lr: 3.750e-05, eta: 7:11:03, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8974, loss_cls: 1.0719, loss: 1.0719, grad_norm: 9.0521 2020-08-17 15:28:50,548 - mmaction - INFO - Epoch [87][1120/2505] lr: 3.750e-05, eta: 7:10:47, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8927, loss_cls: 1.1166, loss: 1.1166, grad_norm: 9.1316 2020-08-17 15:29:05,615 - mmaction - INFO - Epoch [87][1140/2505] lr: 3.750e-05, eta: 7:10:32, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0571, loss: 1.0571, grad_norm: 9.3096 2020-08-17 15:29:20,713 - mmaction - INFO - Epoch [87][1160/2505] lr: 3.750e-05, eta: 7:10:17, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.3103 2020-08-17 15:29:36,320 - mmaction - INFO - Epoch [87][1180/2505] lr: 3.750e-05, eta: 7:10:02, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8984, loss_cls: 1.0767, loss: 1.0767, grad_norm: 8.8359 2020-08-17 15:29:51,748 - mmaction - INFO - Epoch [87][1200/2505] lr: 3.750e-05, eta: 7:09:47, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8865, loss_cls: 1.0772, loss: 1.0772, grad_norm: 8.7621 2020-08-17 15:30:06,515 - mmaction - INFO - Epoch [87][1220/2505] lr: 3.750e-05, eta: 7:09:31, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8958, loss_cls: 1.0664, loss: 1.0664, grad_norm: 8.7170 2020-08-17 15:30:21,799 - mmaction - INFO - Epoch [87][1240/2505] lr: 3.750e-05, eta: 7:09:16, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8823, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.9759 2020-08-17 15:30:37,448 - mmaction - INFO - Epoch [87][1260/2505] lr: 3.750e-05, eta: 7:09:01, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9047, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.0844 2020-08-17 15:30:53,133 - mmaction - INFO - Epoch [87][1280/2505] lr: 3.750e-05, eta: 7:08:46, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0781, loss: 1.0781, grad_norm: 8.8699 2020-08-17 15:31:07,870 - mmaction - INFO - Epoch [87][1300/2505] lr: 3.750e-05, eta: 7:08:30, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8953, loss_cls: 1.0523, loss: 1.0523, grad_norm: 8.7513 2020-08-17 15:31:24,103 - mmaction - INFO - Epoch [87][1320/2505] lr: 3.750e-05, eta: 7:08:15, time: 0.811, data_time: 0.006, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8969, loss_cls: 1.0606, loss: 1.0606, grad_norm: 8.8911 2020-08-17 15:31:39,795 - mmaction - INFO - Epoch [87][1340/2505] lr: 3.750e-05, eta: 7:08:00, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8901, loss_cls: 1.1233, loss: 1.1233, grad_norm: 8.9461 2020-08-17 15:31:54,596 - mmaction - INFO - Epoch [87][1360/2505] lr: 3.750e-05, eta: 7:07:45, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9089, loss_cls: 1.0180, loss: 1.0180, grad_norm: 8.7528 2020-08-17 15:32:09,639 - mmaction - INFO - Epoch [87][1380/2505] lr: 3.750e-05, eta: 7:07:30, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0037, loss: 1.0037, grad_norm: 8.8585 2020-08-17 15:32:25,411 - mmaction - INFO - Epoch [87][1400/2505] lr: 3.750e-05, eta: 7:07:15, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8937, loss_cls: 1.1016, loss: 1.1016, grad_norm: 9.0244 2020-08-17 15:32:40,668 - mmaction - INFO - Epoch [87][1420/2505] lr: 3.750e-05, eta: 7:06:59, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8896, loss_cls: 1.0988, loss: 1.0988, grad_norm: 8.7772 2020-08-17 15:32:56,028 - mmaction - INFO - Epoch [87][1440/2505] lr: 3.750e-05, eta: 7:06:44, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8974, loss_cls: 1.0780, loss: 1.0780, grad_norm: 8.9024 2020-08-17 15:33:11,419 - mmaction - INFO - Epoch [87][1460/2505] lr: 3.750e-05, eta: 7:06:29, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.1090, loss: 1.1090, grad_norm: 8.9363 2020-08-17 15:33:27,144 - mmaction - INFO - Epoch [87][1480/2505] lr: 3.750e-05, eta: 7:06:14, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8885, loss_cls: 1.1107, loss: 1.1107, grad_norm: 9.0118 2020-08-17 15:33:42,697 - mmaction - INFO - Epoch [87][1500/2505] lr: 3.750e-05, eta: 7:05:59, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8865, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.2331 2020-08-17 15:33:58,178 - mmaction - INFO - Epoch [87][1520/2505] lr: 3.750e-05, eta: 7:05:43, time: 0.775, data_time: 0.003, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8911, loss_cls: 1.0807, loss: 1.0807, grad_norm: 8.8253 2020-08-17 15:34:13,224 - mmaction - INFO - Epoch [87][1540/2505] lr: 3.750e-05, eta: 7:05:28, time: 0.752, data_time: 0.002, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8943, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.0762 2020-08-17 15:34:28,529 - mmaction - INFO - Epoch [87][1560/2505] lr: 3.750e-05, eta: 7:05:13, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1047, loss: 1.1047, grad_norm: 9.0919 2020-08-17 15:34:44,161 - mmaction - INFO - Epoch [87][1580/2505] lr: 3.750e-05, eta: 7:04:58, time: 0.783, data_time: 0.007, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8964, loss_cls: 1.0321, loss: 1.0321, grad_norm: 8.6965 2020-08-17 15:34:59,257 - mmaction - INFO - Epoch [87][1600/2505] lr: 3.750e-05, eta: 7:04:42, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8859, loss_cls: 1.0960, loss: 1.0960, grad_norm: 8.8975 2020-08-17 15:35:14,703 - mmaction - INFO - Epoch [87][1620/2505] lr: 3.750e-05, eta: 7:04:27, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8896, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.0564 2020-08-17 15:35:29,908 - mmaction - INFO - Epoch [87][1640/2505] lr: 3.750e-05, eta: 7:04:12, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8979, loss_cls: 1.0690, loss: 1.0690, grad_norm: 9.0830 2020-08-17 15:35:45,372 - mmaction - INFO - Epoch [87][1660/2505] lr: 3.750e-05, eta: 7:03:57, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8911, loss_cls: 1.0689, loss: 1.0689, grad_norm: 8.9322 2020-08-17 15:36:01,288 - mmaction - INFO - Epoch [87][1680/2505] lr: 3.750e-05, eta: 7:03:42, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9016, loss_cls: 1.0637, loss: 1.0637, grad_norm: 8.7396 2020-08-17 15:36:16,546 - mmaction - INFO - Epoch [87][1700/2505] lr: 3.750e-05, eta: 7:03:27, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8859, loss_cls: 1.1485, loss: 1.1485, grad_norm: 9.2045 2020-08-17 15:36:31,837 - mmaction - INFO - Epoch [87][1720/2505] lr: 3.750e-05, eta: 7:03:11, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7578, top5_acc: 0.9016, loss_cls: 1.0304, loss: 1.0304, grad_norm: 8.7056 2020-08-17 15:36:47,592 - mmaction - INFO - Epoch [87][1740/2505] lr: 3.750e-05, eta: 7:02:56, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0960, loss: 1.0960, grad_norm: 8.9142 2020-08-17 15:37:03,379 - mmaction - INFO - Epoch [87][1760/2505] lr: 3.750e-05, eta: 7:02:41, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0969, loss: 1.0969, grad_norm: 9.1152 2020-08-17 15:37:19,128 - mmaction - INFO - Epoch [87][1780/2505] lr: 3.750e-05, eta: 7:02:26, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7490, top5_acc: 0.9057, loss_cls: 1.0101, loss: 1.0101, grad_norm: 8.6724 2020-08-17 15:37:34,129 - mmaction - INFO - Epoch [87][1800/2505] lr: 3.750e-05, eta: 7:02:11, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.2034 2020-08-17 15:37:50,054 - mmaction - INFO - Epoch [87][1820/2505] lr: 3.750e-05, eta: 7:01:55, time: 0.800, data_time: 0.007, memory: 8343, top1_acc: 0.7464, top5_acc: 0.9000, loss_cls: 1.0564, loss: 1.0564, grad_norm: 8.8663 2020-08-17 15:38:05,923 - mmaction - INFO - Epoch [87][1840/2505] lr: 3.750e-05, eta: 7:01:40, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8911, loss_cls: 1.1034, loss: 1.1034, grad_norm: 9.1761 2020-08-17 15:38:20,972 - mmaction - INFO - Epoch [87][1860/2505] lr: 3.750e-05, eta: 7:01:25, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.3507 2020-08-17 15:38:36,254 - mmaction - INFO - Epoch [87][1880/2505] lr: 3.750e-05, eta: 7:01:10, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7490, top5_acc: 0.9047, loss_cls: 1.0106, loss: 1.0106, grad_norm: 8.7783 2020-08-17 15:38:52,191 - mmaction - INFO - Epoch [87][1900/2505] lr: 3.750e-05, eta: 7:00:55, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8901, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.1726 2020-08-17 15:39:08,277 - mmaction - INFO - Epoch [87][1920/2505] lr: 3.750e-05, eta: 7:00:40, time: 0.806, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8937, loss_cls: 1.1210, loss: 1.1210, grad_norm: 9.3088 2020-08-17 15:39:23,648 - mmaction - INFO - Epoch [87][1940/2505] lr: 3.750e-05, eta: 7:00:24, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8885, loss_cls: 1.0762, loss: 1.0762, grad_norm: 8.7710 2020-08-17 15:39:38,670 - mmaction - INFO - Epoch [87][1960/2505] lr: 3.750e-05, eta: 7:00:09, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8885, loss_cls: 1.0971, loss: 1.0971, grad_norm: 8.9110 2020-08-17 15:39:54,941 - mmaction - INFO - Epoch [87][1980/2505] lr: 3.750e-05, eta: 6:59:54, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8901, loss_cls: 1.0896, loss: 1.0896, grad_norm: 8.9923 2020-08-17 15:40:10,312 - mmaction - INFO - Epoch [87][2000/2505] lr: 3.750e-05, eta: 6:59:39, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8974, loss_cls: 1.1038, loss: 1.1038, grad_norm: 9.0227 2020-08-17 15:40:25,691 - mmaction - INFO - Epoch [87][2020/2505] lr: 3.750e-05, eta: 6:59:24, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8865, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.3134 2020-08-17 15:40:41,452 - mmaction - INFO - Epoch [87][2040/2505] lr: 3.750e-05, eta: 6:59:09, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9026, loss_cls: 1.0684, loss: 1.0684, grad_norm: 9.0209 2020-08-17 15:40:56,675 - mmaction - INFO - Epoch [87][2060/2505] lr: 3.750e-05, eta: 6:58:53, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8927, loss_cls: 1.0803, loss: 1.0803, grad_norm: 9.0339 2020-08-17 15:41:11,999 - mmaction - INFO - Epoch [87][2080/2505] lr: 3.750e-05, eta: 6:58:38, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0630, loss: 1.0630, grad_norm: 8.9896 2020-08-17 15:41:27,485 - mmaction - INFO - Epoch [87][2100/2505] lr: 3.750e-05, eta: 6:58:23, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8844, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.0533 2020-08-17 15:41:42,809 - mmaction - INFO - Epoch [87][2120/2505] lr: 3.750e-05, eta: 6:58:08, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8943, loss_cls: 1.0684, loss: 1.0684, grad_norm: 9.0192 2020-08-17 15:41:58,557 - mmaction - INFO - Epoch [87][2140/2505] lr: 3.750e-05, eta: 6:57:53, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9010, loss_cls: 1.0358, loss: 1.0358, grad_norm: 8.8472 2020-08-17 15:42:14,384 - mmaction - INFO - Epoch [87][2160/2505] lr: 3.750e-05, eta: 6:57:37, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0485, loss: 1.0485, grad_norm: 9.0608 2020-08-17 15:42:30,453 - mmaction - INFO - Epoch [87][2180/2505] lr: 3.750e-05, eta: 6:57:22, time: 0.803, data_time: 0.007, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8911, loss_cls: 1.0650, loss: 1.0650, grad_norm: 8.7751 2020-08-17 15:42:45,323 - mmaction - INFO - Epoch [87][2200/2505] lr: 3.750e-05, eta: 6:57:07, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8943, loss_cls: 1.1215, loss: 1.1215, grad_norm: 9.3126 2020-08-17 15:43:00,988 - mmaction - INFO - Epoch [87][2220/2505] lr: 3.750e-05, eta: 6:56:52, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8948, loss_cls: 1.0981, loss: 1.0981, grad_norm: 9.1301 2020-08-17 15:43:17,167 - mmaction - INFO - Epoch [87][2240/2505] lr: 3.750e-05, eta: 6:56:37, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8953, loss_cls: 1.0682, loss: 1.0682, grad_norm: 8.9580 2020-08-17 15:43:32,236 - mmaction - INFO - Epoch [87][2260/2505] lr: 3.750e-05, eta: 6:56:22, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0441, loss: 1.0441, grad_norm: 8.6349 2020-08-17 15:43:47,990 - mmaction - INFO - Epoch [87][2280/2505] lr: 3.750e-05, eta: 6:56:06, time: 0.791, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9062, loss_cls: 1.0864, loss: 1.0864, grad_norm: 9.1505 2020-08-17 15:44:03,191 - mmaction - INFO - Epoch [87][2300/2505] lr: 3.750e-05, eta: 6:55:51, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9047, loss_cls: 1.0619, loss: 1.0619, grad_norm: 8.9075 2020-08-17 15:44:18,590 - mmaction - INFO - Epoch [87][2320/2505] lr: 3.750e-05, eta: 6:55:36, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8958, loss_cls: 1.0868, loss: 1.0868, grad_norm: 9.2486 2020-08-17 15:44:33,763 - mmaction - INFO - Epoch [87][2340/2505] lr: 3.750e-05, eta: 6:55:21, time: 0.760, data_time: 0.003, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8781, loss_cls: 1.1506, loss: 1.1506, grad_norm: 9.3780 2020-08-17 15:44:49,913 - mmaction - INFO - Epoch [87][2360/2505] lr: 3.750e-05, eta: 6:55:06, time: 0.806, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8859, loss_cls: 1.0958, loss: 1.0958, grad_norm: 8.8725 2020-08-17 15:45:04,962 - mmaction - INFO - Epoch [87][2380/2505] lr: 3.750e-05, eta: 6:54:50, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.0148 2020-08-17 15:45:21,024 - mmaction - INFO - Epoch [87][2400/2505] lr: 3.750e-05, eta: 6:54:35, time: 0.801, data_time: 0.002, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8776, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.3102 2020-08-17 15:45:35,737 - mmaction - INFO - Epoch [87][2420/2505] lr: 3.750e-05, eta: 6:54:20, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8927, loss_cls: 1.0723, loss: 1.0723, grad_norm: 8.7308 2020-08-17 15:45:51,204 - mmaction - INFO - Epoch [87][2440/2505] lr: 3.750e-05, eta: 6:54:05, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9036, loss_cls: 1.0482, loss: 1.0482, grad_norm: 9.0554 2020-08-17 15:46:06,420 - mmaction - INFO - Epoch [87][2460/2505] lr: 3.750e-05, eta: 6:53:50, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8911, loss_cls: 1.0926, loss: 1.0926, grad_norm: 8.9542 2020-08-17 15:46:22,181 - mmaction - INFO - Epoch [87][2480/2505] lr: 3.750e-05, eta: 6:53:34, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0449, loss: 1.0449, grad_norm: 9.1012 2020-08-17 15:46:37,206 - mmaction - INFO - Epoch [87][2500/2505] lr: 3.750e-05, eta: 6:53:19, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8802, loss_cls: 1.1658, loss: 1.1658, grad_norm: 9.0631 2020-08-17 15:46:40,880 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-08-17 15:47:01,861 - mmaction - INFO - Epoch [88][20/2505] lr: 3.750e-05, eta: 6:53:00, time: 1.028, data_time: 0.405, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1146, loss: 1.1146, grad_norm: 8.8842 2020-08-17 15:47:16,136 - mmaction - INFO - Epoch [88][40/2505] lr: 3.750e-05, eta: 6:52:45, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8859, loss_cls: 1.1198, loss: 1.1198, grad_norm: 9.1038 2020-08-17 15:47:31,666 - mmaction - INFO - Epoch [88][60/2505] lr: 3.750e-05, eta: 6:52:30, time: 0.775, data_time: 0.003, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8823, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.0851 2020-08-17 15:47:46,549 - mmaction - INFO - Epoch [88][80/2505] lr: 3.750e-05, eta: 6:52:15, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.1403, loss: 1.1403, grad_norm: 9.3486 2020-08-17 15:48:03,342 - mmaction - INFO - Epoch [88][100/2505] lr: 3.750e-05, eta: 6:52:00, time: 0.837, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.9036, loss_cls: 1.0877, loss: 1.0877, grad_norm: 8.9101 2020-08-17 15:48:18,275 - mmaction - INFO - Epoch [88][120/2505] lr: 3.750e-05, eta: 6:51:44, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8943, loss_cls: 1.0875, loss: 1.0875, grad_norm: 9.0163 2020-08-17 15:48:34,159 - mmaction - INFO - Epoch [88][140/2505] lr: 3.750e-05, eta: 6:51:29, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8995, loss_cls: 1.0741, loss: 1.0741, grad_norm: 8.9905 2020-08-17 15:48:49,108 - mmaction - INFO - Epoch [88][160/2505] lr: 3.750e-05, eta: 6:51:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.0965, loss: 1.0965, grad_norm: 9.1031 2020-08-17 15:49:04,135 - mmaction - INFO - Epoch [88][180/2505] lr: 3.750e-05, eta: 6:50:59, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8870, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.1631 2020-08-17 15:49:20,449 - mmaction - INFO - Epoch [88][200/2505] lr: 3.750e-05, eta: 6:50:44, time: 0.816, data_time: 0.004, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8974, loss_cls: 1.0595, loss: 1.0595, grad_norm: 8.9138 2020-08-17 15:49:35,071 - mmaction - INFO - Epoch [88][220/2505] lr: 3.750e-05, eta: 6:50:28, time: 0.729, data_time: 0.008, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8958, loss_cls: 1.0751, loss: 1.0751, grad_norm: 8.9826 2020-08-17 15:49:50,112 - mmaction - INFO - Epoch [88][240/2505] lr: 3.750e-05, eta: 6:50:13, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0697, loss: 1.0697, grad_norm: 9.1942 2020-08-17 15:50:05,348 - mmaction - INFO - Epoch [88][260/2505] lr: 3.750e-05, eta: 6:49:58, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8990, loss_cls: 1.0744, loss: 1.0744, grad_norm: 9.2407 2020-08-17 15:50:20,670 - mmaction - INFO - Epoch [88][280/2505] lr: 3.750e-05, eta: 6:49:43, time: 0.766, data_time: 0.003, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8943, loss_cls: 1.1010, loss: 1.1010, grad_norm: 8.8301 2020-08-17 15:50:36,083 - mmaction - INFO - Epoch [88][300/2505] lr: 3.750e-05, eta: 6:49:27, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0816, loss: 1.0816, grad_norm: 9.1158 2020-08-17 15:50:51,568 - mmaction - INFO - Epoch [88][320/2505] lr: 3.750e-05, eta: 6:49:12, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8901, loss_cls: 1.1194, loss: 1.1194, grad_norm: 9.3464 2020-08-17 15:51:07,064 - mmaction - INFO - Epoch [88][340/2505] lr: 3.750e-05, eta: 6:48:57, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8792, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.0443 2020-08-17 15:51:22,587 - mmaction - INFO - Epoch [88][360/2505] lr: 3.750e-05, eta: 6:48:42, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8859, loss_cls: 1.0982, loss: 1.0982, grad_norm: 8.9927 2020-08-17 15:51:38,285 - mmaction - INFO - Epoch [88][380/2505] lr: 3.750e-05, eta: 6:48:27, time: 0.783, data_time: 0.004, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8849, loss_cls: 1.1207, loss: 1.1207, grad_norm: 8.7796 2020-08-17 15:51:53,134 - mmaction - INFO - Epoch [88][400/2505] lr: 3.750e-05, eta: 6:48:11, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8932, loss_cls: 1.0866, loss: 1.0866, grad_norm: 8.9818 2020-08-17 15:52:08,023 - mmaction - INFO - Epoch [88][420/2505] lr: 3.750e-05, eta: 6:47:56, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7562, top5_acc: 0.8932, loss_cls: 1.0529, loss: 1.0529, grad_norm: 8.7658 2020-08-17 15:52:24,561 - mmaction - INFO - Epoch [88][440/2505] lr: 3.750e-05, eta: 6:47:41, time: 0.829, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8927, loss_cls: 1.0882, loss: 1.0882, grad_norm: 8.8940 2020-08-17 15:52:39,854 - mmaction - INFO - Epoch [88][460/2505] lr: 3.750e-05, eta: 6:47:26, time: 0.763, data_time: 0.081, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8839, loss_cls: 1.0980, loss: 1.0980, grad_norm: 8.9493 2020-08-17 15:52:55,022 - mmaction - INFO - Epoch [88][480/2505] lr: 3.750e-05, eta: 6:47:11, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8948, loss_cls: 1.0396, loss: 1.0396, grad_norm: 8.9057 2020-08-17 15:53:10,088 - mmaction - INFO - Epoch [88][500/2505] lr: 3.750e-05, eta: 6:46:55, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7438, top5_acc: 0.8927, loss_cls: 1.0702, loss: 1.0702, grad_norm: 9.2933 2020-08-17 15:53:25,801 - mmaction - INFO - Epoch [88][520/2505] lr: 3.750e-05, eta: 6:46:40, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8922, loss_cls: 1.1052, loss: 1.1052, grad_norm: 9.1020 2020-08-17 15:53:42,266 - mmaction - INFO - Epoch [88][540/2505] lr: 3.750e-05, eta: 6:46:25, time: 0.825, data_time: 0.008, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8943, loss_cls: 1.0828, loss: 1.0828, grad_norm: 8.9488 2020-08-17 15:53:56,788 - mmaction - INFO - Epoch [88][560/2505] lr: 3.750e-05, eta: 6:46:10, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8885, loss_cls: 1.1143, loss: 1.1143, grad_norm: 9.1393 2020-08-17 15:54:12,310 - mmaction - INFO - Epoch [88][580/2505] lr: 3.750e-05, eta: 6:45:55, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.9010, loss_cls: 1.0844, loss: 1.0844, grad_norm: 9.2103 2020-08-17 15:54:27,788 - mmaction - INFO - Epoch [88][600/2505] lr: 3.750e-05, eta: 6:45:39, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8943, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.1905 2020-08-17 15:54:43,765 - mmaction - INFO - Epoch [88][620/2505] lr: 3.750e-05, eta: 6:45:24, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7552, top5_acc: 0.8995, loss_cls: 1.0351, loss: 1.0351, grad_norm: 8.8585 2020-08-17 15:54:58,264 - mmaction - INFO - Epoch [88][640/2505] lr: 3.750e-05, eta: 6:45:09, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8911, loss_cls: 1.0988, loss: 1.0988, grad_norm: 9.0167 2020-08-17 15:55:13,535 - mmaction - INFO - Epoch [88][660/2505] lr: 3.750e-05, eta: 6:44:54, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7521, top5_acc: 0.8932, loss_cls: 1.0665, loss: 1.0665, grad_norm: 8.8087 2020-08-17 15:55:28,669 - mmaction - INFO - Epoch [88][680/2505] lr: 3.750e-05, eta: 6:44:38, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.1000, loss: 1.1000, grad_norm: 9.0344 2020-08-17 15:55:43,874 - mmaction - INFO - Epoch [88][700/2505] lr: 3.750e-05, eta: 6:44:23, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8938, loss_cls: 1.0530, loss: 1.0530, grad_norm: 9.2041 2020-08-17 15:55:59,083 - mmaction - INFO - Epoch [88][720/2505] lr: 3.750e-05, eta: 6:44:08, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.1978 2020-08-17 15:56:15,021 - mmaction - INFO - Epoch [88][740/2505] lr: 3.750e-05, eta: 6:43:53, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8901, loss_cls: 1.1012, loss: 1.1012, grad_norm: 9.0474 2020-08-17 15:56:30,267 - mmaction - INFO - Epoch [88][760/2505] lr: 3.750e-05, eta: 6:43:38, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8839, loss_cls: 1.1333, loss: 1.1333, grad_norm: 8.9485 2020-08-17 15:56:45,117 - mmaction - INFO - Epoch [88][780/2505] lr: 3.750e-05, eta: 6:43:22, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8865, loss_cls: 1.1312, loss: 1.1312, grad_norm: 9.1920 2020-08-17 15:57:01,668 - mmaction - INFO - Epoch [88][800/2505] lr: 3.750e-05, eta: 6:43:07, time: 0.827, data_time: 0.001, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1201, loss: 1.1201, grad_norm: 9.1645 2020-08-17 15:57:16,506 - mmaction - INFO - Epoch [88][820/2505] lr: 3.750e-05, eta: 6:42:52, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9057, loss_cls: 1.0245, loss: 1.0245, grad_norm: 8.6843 2020-08-17 15:57:31,811 - mmaction - INFO - Epoch [88][840/2505] lr: 3.750e-05, eta: 6:42:37, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.1168 2020-08-17 15:57:48,158 - mmaction - INFO - Epoch [88][860/2505] lr: 3.750e-05, eta: 6:42:22, time: 0.814, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8948, loss_cls: 1.1546, loss: 1.1546, grad_norm: 9.4197 2020-08-17 15:58:02,844 - mmaction - INFO - Epoch [88][880/2505] lr: 3.750e-05, eta: 6:42:06, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9042, loss_cls: 1.0526, loss: 1.0526, grad_norm: 8.8594 2020-08-17 15:58:18,295 - mmaction - INFO - Epoch [88][900/2505] lr: 3.750e-05, eta: 6:41:51, time: 0.771, data_time: 0.004, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8948, loss_cls: 1.0619, loss: 1.0619, grad_norm: 9.0403 2020-08-17 15:58:33,334 - mmaction - INFO - Epoch [88][920/2505] lr: 3.750e-05, eta: 6:41:36, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8880, loss_cls: 1.1148, loss: 1.1148, grad_norm: 9.0605 2020-08-17 15:58:50,979 - mmaction - INFO - Epoch [88][940/2505] lr: 3.750e-05, eta: 6:41:21, time: 0.880, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8865, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.2374 2020-08-17 15:59:04,870 - mmaction - INFO - Epoch [88][960/2505] lr: 3.750e-05, eta: 6:41:06, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1026, loss: 1.1026, grad_norm: 8.9140 2020-08-17 15:59:21,217 - mmaction - INFO - Epoch [88][980/2505] lr: 3.750e-05, eta: 6:40:51, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9026, loss_cls: 1.0452, loss: 1.0452, grad_norm: 9.0212 2020-08-17 15:59:35,875 - mmaction - INFO - Epoch [88][1000/2505] lr: 3.750e-05, eta: 6:40:35, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8911, loss_cls: 1.1295, loss: 1.1295, grad_norm: 9.4018 2020-08-17 15:59:51,533 - mmaction - INFO - Epoch [88][1020/2505] lr: 3.750e-05, eta: 6:40:20, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9078, loss_cls: 1.0502, loss: 1.0502, grad_norm: 9.0926 2020-08-17 16:00:08,728 - mmaction - INFO - Epoch [88][1040/2505] lr: 3.750e-05, eta: 6:40:05, time: 0.852, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8927, loss_cls: 1.0622, loss: 1.0622, grad_norm: 8.9146 2020-08-17 16:00:24,493 - mmaction - INFO - Epoch [88][1060/2505] lr: 3.750e-05, eta: 6:39:50, time: 0.797, data_time: 0.020, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.2027 2020-08-17 16:00:38,817 - mmaction - INFO - Epoch [88][1080/2505] lr: 3.750e-05, eta: 6:39:35, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9005, loss_cls: 1.0624, loss: 1.0624, grad_norm: 8.7331 2020-08-17 16:00:54,132 - mmaction - INFO - Epoch [88][1100/2505] lr: 3.750e-05, eta: 6:39:19, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.9026, loss_cls: 1.0667, loss: 1.0667, grad_norm: 9.1772 2020-08-17 16:01:09,238 - mmaction - INFO - Epoch [88][1120/2505] lr: 3.750e-05, eta: 6:39:04, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8812, loss_cls: 1.1151, loss: 1.1151, grad_norm: 8.8940 2020-08-17 16:01:24,512 - mmaction - INFO - Epoch [88][1140/2505] lr: 3.750e-05, eta: 6:38:49, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9026, loss_cls: 1.0082, loss: 1.0082, grad_norm: 8.7476 2020-08-17 16:01:40,803 - mmaction - INFO - Epoch [88][1160/2505] lr: 3.750e-05, eta: 6:38:34, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8943, loss_cls: 1.0356, loss: 1.0356, grad_norm: 8.8001 2020-08-17 16:01:55,935 - mmaction - INFO - Epoch [88][1180/2505] lr: 3.750e-05, eta: 6:38:19, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8917, loss_cls: 1.1016, loss: 1.1016, grad_norm: 8.9683 2020-08-17 16:02:11,433 - mmaction - INFO - Epoch [88][1200/2505] lr: 3.750e-05, eta: 6:38:03, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0959, loss: 1.0959, grad_norm: 8.7701 2020-08-17 16:02:27,168 - mmaction - INFO - Epoch [88][1220/2505] lr: 3.750e-05, eta: 6:37:48, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8807, loss_cls: 1.1429, loss: 1.1429, grad_norm: 9.0266 2020-08-17 16:02:42,225 - mmaction - INFO - Epoch [88][1240/2505] lr: 3.750e-05, eta: 6:37:33, time: 0.752, data_time: 0.009, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8990, loss_cls: 1.0523, loss: 1.0523, grad_norm: 8.9171 2020-08-17 16:02:57,285 - mmaction - INFO - Epoch [88][1260/2505] lr: 3.750e-05, eta: 6:37:18, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8964, loss_cls: 1.0602, loss: 1.0602, grad_norm: 8.8682 2020-08-17 16:03:12,918 - mmaction - INFO - Epoch [88][1280/2505] lr: 3.750e-05, eta: 6:37:03, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8896, loss_cls: 1.1144, loss: 1.1144, grad_norm: 9.3486 2020-08-17 16:03:28,680 - mmaction - INFO - Epoch [88][1300/2505] lr: 3.750e-05, eta: 6:36:47, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8979, loss_cls: 1.0716, loss: 1.0716, grad_norm: 8.9245 2020-08-17 16:03:44,281 - mmaction - INFO - Epoch [88][1320/2505] lr: 3.750e-05, eta: 6:36:32, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7438, top5_acc: 0.9005, loss_cls: 1.0322, loss: 1.0322, grad_norm: 9.0491 2020-08-17 16:03:58,798 - mmaction - INFO - Epoch [88][1340/2505] lr: 3.750e-05, eta: 6:36:17, time: 0.725, data_time: 0.002, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8870, loss_cls: 1.1112, loss: 1.1112, grad_norm: 9.1692 2020-08-17 16:04:14,344 - mmaction - INFO - Epoch [88][1360/2505] lr: 3.750e-05, eta: 6:36:02, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7479, top5_acc: 0.8917, loss_cls: 1.0714, loss: 1.0714, grad_norm: 9.0037 2020-08-17 16:04:29,407 - mmaction - INFO - Epoch [88][1380/2505] lr: 3.750e-05, eta: 6:35:47, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8901, loss_cls: 1.0849, loss: 1.0849, grad_norm: 8.9098 2020-08-17 16:04:44,990 - mmaction - INFO - Epoch [88][1400/2505] lr: 3.750e-05, eta: 6:35:31, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7698, top5_acc: 0.9021, loss_cls: 0.9987, loss: 0.9987, grad_norm: 8.7089 2020-08-17 16:05:00,543 - mmaction - INFO - Epoch [88][1420/2505] lr: 3.750e-05, eta: 6:35:16, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0146, loss: 1.0146, grad_norm: 8.6373 2020-08-17 16:05:15,709 - mmaction - INFO - Epoch [88][1440/2505] lr: 3.750e-05, eta: 6:35:01, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8938, loss_cls: 1.0680, loss: 1.0680, grad_norm: 8.8815 2020-08-17 16:05:30,710 - mmaction - INFO - Epoch [88][1460/2505] lr: 3.750e-05, eta: 6:34:46, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8896, loss_cls: 1.0901, loss: 1.0901, grad_norm: 8.9352 2020-08-17 16:05:47,042 - mmaction - INFO - Epoch [88][1480/2505] lr: 3.750e-05, eta: 6:34:31, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8932, loss_cls: 1.1326, loss: 1.1326, grad_norm: 9.3707 2020-08-17 16:06:01,909 - mmaction - INFO - Epoch [88][1500/2505] lr: 3.750e-05, eta: 6:34:15, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8964, loss_cls: 1.0647, loss: 1.0647, grad_norm: 9.0081 2020-08-17 16:06:17,265 - mmaction - INFO - Epoch [88][1520/2505] lr: 3.750e-05, eta: 6:34:00, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8849, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.3619 2020-08-17 16:06:31,852 - mmaction - INFO - Epoch [88][1540/2505] lr: 3.750e-05, eta: 6:33:45, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.1039, loss: 1.1039, grad_norm: 9.1251 2020-08-17 16:06:47,768 - mmaction - INFO - Epoch [88][1560/2505] lr: 3.750e-05, eta: 6:33:30, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8760, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.0797 2020-08-17 16:07:02,811 - mmaction - INFO - Epoch [88][1580/2505] lr: 3.750e-05, eta: 6:33:14, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0487, loss: 1.0487, grad_norm: 8.8303 2020-08-17 16:07:17,930 - mmaction - INFO - Epoch [88][1600/2505] lr: 3.750e-05, eta: 6:32:59, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8802, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.2009 2020-08-17 16:07:33,100 - mmaction - INFO - Epoch [88][1620/2505] lr: 3.750e-05, eta: 6:32:44, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8870, loss_cls: 1.0911, loss: 1.0911, grad_norm: 8.8022 2020-08-17 16:07:48,640 - mmaction - INFO - Epoch [88][1640/2505] lr: 3.750e-05, eta: 6:32:29, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8896, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.3936 2020-08-17 16:08:04,281 - mmaction - INFO - Epoch [88][1660/2505] lr: 3.750e-05, eta: 6:32:14, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8880, loss_cls: 1.1616, loss: 1.1616, grad_norm: 9.5024 2020-08-17 16:08:18,971 - mmaction - INFO - Epoch [88][1680/2505] lr: 3.750e-05, eta: 6:31:58, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.0988, loss: 1.0988, grad_norm: 9.0237 2020-08-17 16:08:34,670 - mmaction - INFO - Epoch [88][1700/2505] lr: 3.750e-05, eta: 6:31:43, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8818, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.0648 2020-08-17 16:08:50,231 - mmaction - INFO - Epoch [88][1720/2505] lr: 3.750e-05, eta: 6:31:28, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.1516 2020-08-17 16:09:05,204 - mmaction - INFO - Epoch [88][1740/2505] lr: 3.750e-05, eta: 6:31:13, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8849, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.4621 2020-08-17 16:09:21,014 - mmaction - INFO - Epoch [88][1760/2505] lr: 3.750e-05, eta: 6:30:57, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.0983, loss: 1.0983, grad_norm: 8.7799 2020-08-17 16:09:36,281 - mmaction - INFO - Epoch [88][1780/2505] lr: 3.750e-05, eta: 6:30:42, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.0906, loss: 1.0906, grad_norm: 8.8376 2020-08-17 16:09:50,874 - mmaction - INFO - Epoch [88][1800/2505] lr: 3.750e-05, eta: 6:30:27, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.1733 2020-08-17 16:10:06,054 - mmaction - INFO - Epoch [88][1820/2505] lr: 3.750e-05, eta: 6:30:12, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8875, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.1472 2020-08-17 16:10:21,658 - mmaction - INFO - Epoch [88][1840/2505] lr: 3.750e-05, eta: 6:29:56, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8849, loss_cls: 1.1058, loss: 1.1058, grad_norm: 8.9257 2020-08-17 16:10:37,453 - mmaction - INFO - Epoch [88][1860/2505] lr: 3.750e-05, eta: 6:29:41, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8849, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.2627 2020-08-17 16:10:51,861 - mmaction - INFO - Epoch [88][1880/2505] lr: 3.750e-05, eta: 6:29:26, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8995, loss_cls: 1.0591, loss: 1.0591, grad_norm: 9.2763 2020-08-17 16:11:06,907 - mmaction - INFO - Epoch [88][1900/2505] lr: 3.750e-05, eta: 6:29:11, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8854, loss_cls: 1.1209, loss: 1.1209, grad_norm: 9.3448 2020-08-17 16:11:22,090 - mmaction - INFO - Epoch [88][1920/2505] lr: 3.750e-05, eta: 6:28:56, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9094, loss_cls: 1.0188, loss: 1.0188, grad_norm: 8.9579 2020-08-17 16:11:37,495 - mmaction - INFO - Epoch [88][1940/2505] lr: 3.750e-05, eta: 6:28:40, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8984, loss_cls: 1.0149, loss: 1.0149, grad_norm: 8.6442 2020-08-17 16:11:52,581 - mmaction - INFO - Epoch [88][1960/2505] lr: 3.750e-05, eta: 6:28:25, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8964, loss_cls: 1.0829, loss: 1.0829, grad_norm: 8.9815 2020-08-17 16:12:07,830 - mmaction - INFO - Epoch [88][1980/2505] lr: 3.750e-05, eta: 6:28:10, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1133, loss: 1.1133, grad_norm: 9.0424 2020-08-17 16:12:22,886 - mmaction - INFO - Epoch [88][2000/2505] lr: 3.750e-05, eta: 6:27:55, time: 0.752, data_time: 0.003, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8880, loss_cls: 1.0840, loss: 1.0840, grad_norm: 8.8935 2020-08-17 16:12:38,717 - mmaction - INFO - Epoch [88][2020/2505] lr: 3.750e-05, eta: 6:27:39, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8948, loss_cls: 1.0847, loss: 1.0847, grad_norm: 8.9451 2020-08-17 16:12:54,509 - mmaction - INFO - Epoch [88][2040/2505] lr: 3.750e-05, eta: 6:27:24, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8849, loss_cls: 1.1392, loss: 1.1392, grad_norm: 9.0816 2020-08-17 16:13:09,258 - mmaction - INFO - Epoch [88][2060/2505] lr: 3.750e-05, eta: 6:27:09, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8911, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.1706 2020-08-17 16:13:24,236 - mmaction - INFO - Epoch [88][2080/2505] lr: 3.750e-05, eta: 6:26:54, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7604, top5_acc: 0.9016, loss_cls: 0.9951, loss: 0.9951, grad_norm: 8.8306 2020-08-17 16:13:39,403 - mmaction - INFO - Epoch [88][2100/2505] lr: 3.750e-05, eta: 6:26:38, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9010, loss_cls: 1.0802, loss: 1.0802, grad_norm: 9.2146 2020-08-17 16:13:55,470 - mmaction - INFO - Epoch [88][2120/2505] lr: 3.750e-05, eta: 6:26:23, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8958, loss_cls: 1.0649, loss: 1.0649, grad_norm: 8.9609 2020-08-17 16:14:10,137 - mmaction - INFO - Epoch [88][2140/2505] lr: 3.750e-05, eta: 6:26:08, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8911, loss_cls: 1.0717, loss: 1.0717, grad_norm: 8.7187 2020-08-17 16:14:24,906 - mmaction - INFO - Epoch [88][2160/2505] lr: 3.750e-05, eta: 6:25:53, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8948, loss_cls: 1.0752, loss: 1.0752, grad_norm: 9.0484 2020-08-17 16:14:41,017 - mmaction - INFO - Epoch [88][2180/2505] lr: 3.750e-05, eta: 6:25:38, time: 0.804, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0739, loss: 1.0739, grad_norm: 8.9646 2020-08-17 16:14:56,503 - mmaction - INFO - Epoch [88][2200/2505] lr: 3.750e-05, eta: 6:25:22, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8938, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.2623 2020-08-17 16:15:12,231 - mmaction - INFO - Epoch [88][2220/2505] lr: 3.750e-05, eta: 6:25:07, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9000, loss_cls: 1.0530, loss: 1.0530, grad_norm: 8.8274 2020-08-17 16:15:26,395 - mmaction - INFO - Epoch [88][2240/2505] lr: 3.750e-05, eta: 6:24:52, time: 0.709, data_time: 0.008, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8833, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.0452 2020-08-17 16:15:42,686 - mmaction - INFO - Epoch [88][2260/2505] lr: 3.750e-05, eta: 6:24:37, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.9223 2020-08-17 16:15:56,732 - mmaction - INFO - Epoch [88][2280/2505] lr: 3.750e-05, eta: 6:24:21, time: 0.702, data_time: 0.002, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8786, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.1010 2020-08-17 16:16:11,832 - mmaction - INFO - Epoch [88][2300/2505] lr: 3.750e-05, eta: 6:24:06, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0764, loss: 1.0764, grad_norm: 8.6952 2020-08-17 16:16:27,612 - mmaction - INFO - Epoch [88][2320/2505] lr: 3.750e-05, eta: 6:23:51, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8844, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.1892 2020-08-17 16:16:42,934 - mmaction - INFO - Epoch [88][2340/2505] lr: 3.750e-05, eta: 6:23:36, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.1155, loss: 1.1155, grad_norm: 9.1855 2020-08-17 16:16:57,521 - mmaction - INFO - Epoch [88][2360/2505] lr: 3.750e-05, eta: 6:23:21, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8859, loss_cls: 1.1130, loss: 1.1130, grad_norm: 8.8184 2020-08-17 16:17:12,492 - mmaction - INFO - Epoch [88][2380/2505] lr: 3.750e-05, eta: 6:23:05, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8807, loss_cls: 1.1376, loss: 1.1376, grad_norm: 9.1247 2020-08-17 16:17:27,608 - mmaction - INFO - Epoch [88][2400/2505] lr: 3.750e-05, eta: 6:22:50, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8812, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.2987 2020-08-17 16:17:42,709 - mmaction - INFO - Epoch [88][2420/2505] lr: 3.750e-05, eta: 6:22:35, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8948, loss_cls: 1.0741, loss: 1.0741, grad_norm: 8.8433 2020-08-17 16:17:57,422 - mmaction - INFO - Epoch [88][2440/2505] lr: 3.750e-05, eta: 6:22:19, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8917, loss_cls: 1.1028, loss: 1.1028, grad_norm: 9.1295 2020-08-17 16:18:12,699 - mmaction - INFO - Epoch [88][2460/2505] lr: 3.750e-05, eta: 6:22:04, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.1149 2020-08-17 16:18:27,837 - mmaction - INFO - Epoch [88][2480/2505] lr: 3.750e-05, eta: 6:21:49, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7312, top5_acc: 0.9005, loss_cls: 1.0762, loss: 1.0762, grad_norm: 9.1671 2020-08-17 16:18:42,953 - mmaction - INFO - Epoch [88][2500/2505] lr: 3.750e-05, eta: 6:21:34, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8943, loss_cls: 1.0927, loss: 1.0927, grad_norm: 8.9691 2020-08-17 16:18:46,796 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-08-17 16:19:12,126 - mmaction - INFO - Epoch [89][20/2505] lr: 3.750e-05, eta: 6:21:15, time: 1.233, data_time: 0.622, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8943, loss_cls: 1.1032, loss: 1.1032, grad_norm: 9.2668 2020-08-17 16:19:25,289 - mmaction - INFO - Epoch [89][40/2505] lr: 3.750e-05, eta: 6:21:00, time: 0.660, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8964, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.1337 2020-08-17 16:19:39,803 - mmaction - INFO - Epoch [89][60/2505] lr: 3.750e-05, eta: 6:20:45, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8849, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.9477 2020-08-17 16:19:54,601 - mmaction - INFO - Epoch [89][80/2505] lr: 3.750e-05, eta: 6:20:29, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.3299 2020-08-17 16:20:09,271 - mmaction - INFO - Epoch [89][100/2505] lr: 3.750e-05, eta: 6:20:14, time: 0.734, data_time: 0.002, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1020, loss: 1.1020, grad_norm: 9.2906 2020-08-17 16:20:24,501 - mmaction - INFO - Epoch [89][120/2505] lr: 3.750e-05, eta: 6:19:59, time: 0.760, data_time: 0.001, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9016, loss_cls: 1.0695, loss: 1.0695, grad_norm: 9.1364 2020-08-17 16:20:39,308 - mmaction - INFO - Epoch [89][140/2505] lr: 3.750e-05, eta: 6:19:44, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8875, loss_cls: 1.1001, loss: 1.1001, grad_norm: 9.2757 2020-08-17 16:20:54,203 - mmaction - INFO - Epoch [89][160/2505] lr: 3.750e-05, eta: 6:19:28, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8870, loss_cls: 1.1227, loss: 1.1227, grad_norm: 9.1599 2020-08-17 16:21:08,945 - mmaction - INFO - Epoch [89][180/2505] lr: 3.750e-05, eta: 6:19:13, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8958, loss_cls: 1.0644, loss: 1.0644, grad_norm: 8.9671 2020-08-17 16:21:23,789 - mmaction - INFO - Epoch [89][200/2505] lr: 3.750e-05, eta: 6:18:58, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7526, top5_acc: 0.8885, loss_cls: 1.0287, loss: 1.0287, grad_norm: 8.9648 2020-08-17 16:21:38,973 - mmaction - INFO - Epoch [89][220/2505] lr: 3.750e-05, eta: 6:18:42, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8818, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.1873 2020-08-17 16:21:54,782 - mmaction - INFO - Epoch [89][240/2505] lr: 3.750e-05, eta: 6:18:27, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8865, loss_cls: 1.1127, loss: 1.1127, grad_norm: 8.8760 2020-08-17 16:22:10,865 - mmaction - INFO - Epoch [89][260/2505] lr: 3.750e-05, eta: 6:18:12, time: 0.805, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0937, loss: 1.0937, grad_norm: 9.1994 2020-08-17 16:22:24,743 - mmaction - INFO - Epoch [89][280/2505] lr: 3.750e-05, eta: 6:17:57, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8948, loss_cls: 1.0971, loss: 1.0971, grad_norm: 8.9305 2020-08-17 16:22:40,795 - mmaction - INFO - Epoch [89][300/2505] lr: 3.750e-05, eta: 6:17:42, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0995, loss: 1.0995, grad_norm: 9.1740 2020-08-17 16:22:55,206 - mmaction - INFO - Epoch [89][320/2505] lr: 3.750e-05, eta: 6:17:26, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8927, loss_cls: 1.0934, loss: 1.0934, grad_norm: 8.9615 2020-08-17 16:23:10,363 - mmaction - INFO - Epoch [89][340/2505] lr: 3.750e-05, eta: 6:17:11, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8917, loss_cls: 1.0642, loss: 1.0642, grad_norm: 8.9587 2020-08-17 16:23:25,334 - mmaction - INFO - Epoch [89][360/2505] lr: 3.750e-05, eta: 6:16:56, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8932, loss_cls: 1.1045, loss: 1.1045, grad_norm: 9.0986 2020-08-17 16:23:40,867 - mmaction - INFO - Epoch [89][380/2505] lr: 3.750e-05, eta: 6:16:41, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8906, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.1841 2020-08-17 16:23:56,306 - mmaction - INFO - Epoch [89][400/2505] lr: 3.750e-05, eta: 6:16:25, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9068, loss_cls: 1.0169, loss: 1.0169, grad_norm: 8.7917 2020-08-17 16:24:11,041 - mmaction - INFO - Epoch [89][420/2505] lr: 3.750e-05, eta: 6:16:10, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8948, loss_cls: 1.0869, loss: 1.0869, grad_norm: 9.1277 2020-08-17 16:24:26,465 - mmaction - INFO - Epoch [89][440/2505] lr: 3.750e-05, eta: 6:15:55, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8750, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.0581 2020-08-17 16:24:41,446 - mmaction - INFO - Epoch [89][460/2505] lr: 3.750e-05, eta: 6:15:40, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8958, loss_cls: 1.1080, loss: 1.1080, grad_norm: 9.0701 2020-08-17 16:24:56,559 - mmaction - INFO - Epoch [89][480/2505] lr: 3.750e-05, eta: 6:15:24, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8969, loss_cls: 1.0957, loss: 1.0957, grad_norm: 9.1949 2020-08-17 16:25:11,327 - mmaction - INFO - Epoch [89][500/2505] lr: 3.750e-05, eta: 6:15:09, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8891, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.2707 2020-08-17 16:25:26,561 - mmaction - INFO - Epoch [89][520/2505] lr: 3.750e-05, eta: 6:14:54, time: 0.759, data_time: 0.008, memory: 8343, top1_acc: 0.7589, top5_acc: 0.9068, loss_cls: 1.0139, loss: 1.0139, grad_norm: 8.8264 2020-08-17 16:25:42,620 - mmaction - INFO - Epoch [89][540/2505] lr: 3.750e-05, eta: 6:14:39, time: 0.807, data_time: 0.007, memory: 8343, top1_acc: 0.7370, top5_acc: 0.9000, loss_cls: 1.0574, loss: 1.0574, grad_norm: 8.8990 2020-08-17 16:25:57,566 - mmaction - INFO - Epoch [89][560/2505] lr: 3.750e-05, eta: 6:14:23, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8927, loss_cls: 1.1123, loss: 1.1123, grad_norm: 9.1770 2020-08-17 16:26:12,261 - mmaction - INFO - Epoch [89][580/2505] lr: 3.750e-05, eta: 6:14:08, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8948, loss_cls: 1.1097, loss: 1.1097, grad_norm: 8.9999 2020-08-17 16:26:27,687 - mmaction - INFO - Epoch [89][600/2505] lr: 3.750e-05, eta: 6:13:53, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.0838, loss: 1.0838, grad_norm: 8.9678 2020-08-17 16:26:44,183 - mmaction - INFO - Epoch [89][620/2505] lr: 3.750e-05, eta: 6:13:38, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.0904, loss: 1.0904, grad_norm: 8.9598 2020-08-17 16:26:59,558 - mmaction - INFO - Epoch [89][640/2505] lr: 3.750e-05, eta: 6:13:23, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8990, loss_cls: 1.0618, loss: 1.0618, grad_norm: 8.8815 2020-08-17 16:27:15,014 - mmaction - INFO - Epoch [89][660/2505] lr: 3.750e-05, eta: 6:13:07, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 1.0032, loss: 1.0032, grad_norm: 8.9775 2020-08-17 16:27:29,466 - mmaction - INFO - Epoch [89][680/2505] lr: 3.750e-05, eta: 6:12:52, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8953, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.0435 2020-08-17 16:27:45,500 - mmaction - INFO - Epoch [89][700/2505] lr: 3.750e-05, eta: 6:12:37, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.0891, loss: 1.0891, grad_norm: 9.1394 2020-08-17 16:28:00,120 - mmaction - INFO - Epoch [89][720/2505] lr: 3.750e-05, eta: 6:12:22, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9036, loss_cls: 1.0635, loss: 1.0635, grad_norm: 9.1129 2020-08-17 16:28:15,082 - mmaction - INFO - Epoch [89][740/2505] lr: 3.750e-05, eta: 6:12:06, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8844, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.4721 2020-08-17 16:28:30,063 - mmaction - INFO - Epoch [89][760/2505] lr: 3.750e-05, eta: 6:11:51, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1398, loss: 1.1398, grad_norm: 9.2551 2020-08-17 16:28:44,816 - mmaction - INFO - Epoch [89][780/2505] lr: 3.750e-05, eta: 6:11:36, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8807, loss_cls: 1.1407, loss: 1.1407, grad_norm: 9.2305 2020-08-17 16:29:00,926 - mmaction - INFO - Epoch [89][800/2505] lr: 3.750e-05, eta: 6:11:21, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1255, loss: 1.1255, grad_norm: 9.0375 2020-08-17 16:29:16,355 - mmaction - INFO - Epoch [89][820/2505] lr: 3.750e-05, eta: 6:11:06, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8948, loss_cls: 1.0597, loss: 1.0597, grad_norm: 8.7149 2020-08-17 16:29:30,806 - mmaction - INFO - Epoch [89][840/2505] lr: 3.750e-05, eta: 6:10:50, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9026, loss_cls: 1.0638, loss: 1.0638, grad_norm: 9.1285 2020-08-17 16:29:46,021 - mmaction - INFO - Epoch [89][860/2505] lr: 3.750e-05, eta: 6:10:35, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8932, loss_cls: 1.1074, loss: 1.1074, grad_norm: 9.0537 2020-08-17 16:30:01,296 - mmaction - INFO - Epoch [89][880/2505] lr: 3.750e-05, eta: 6:10:20, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8870, loss_cls: 1.1320, loss: 1.1320, grad_norm: 9.1484 2020-08-17 16:30:16,326 - mmaction - INFO - Epoch [89][900/2505] lr: 3.750e-05, eta: 6:10:05, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8901, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.9685 2020-08-17 16:30:31,134 - mmaction - INFO - Epoch [89][920/2505] lr: 3.750e-05, eta: 6:09:49, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9057, loss_cls: 1.0683, loss: 1.0683, grad_norm: 8.9830 2020-08-17 16:30:46,245 - mmaction - INFO - Epoch [89][940/2505] lr: 3.750e-05, eta: 6:09:34, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8922, loss_cls: 1.0747, loss: 1.0747, grad_norm: 8.8845 2020-08-17 16:31:02,588 - mmaction - INFO - Epoch [89][960/2505] lr: 3.750e-05, eta: 6:09:19, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8932, loss_cls: 1.0743, loss: 1.0743, grad_norm: 9.0896 2020-08-17 16:31:17,135 - mmaction - INFO - Epoch [89][980/2505] lr: 3.750e-05, eta: 6:09:04, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0699, loss: 1.0699, grad_norm: 9.2077 2020-08-17 16:31:32,139 - mmaction - INFO - Epoch [89][1000/2505] lr: 3.750e-05, eta: 6:08:48, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8901, loss_cls: 1.1017, loss: 1.1017, grad_norm: 8.7979 2020-08-17 16:31:47,355 - mmaction - INFO - Epoch [89][1020/2505] lr: 3.750e-05, eta: 6:08:33, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8969, loss_cls: 1.0948, loss: 1.0948, grad_norm: 9.1244 2020-08-17 16:32:02,223 - mmaction - INFO - Epoch [89][1040/2505] lr: 3.750e-05, eta: 6:08:18, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8917, loss_cls: 1.0886, loss: 1.0886, grad_norm: 9.0104 2020-08-17 16:32:17,454 - mmaction - INFO - Epoch [89][1060/2505] lr: 3.750e-05, eta: 6:08:03, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1117, loss: 1.1117, grad_norm: 9.2861 2020-08-17 16:32:33,351 - mmaction - INFO - Epoch [89][1080/2505] lr: 3.750e-05, eta: 6:07:47, time: 0.795, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8974, loss_cls: 1.0748, loss: 1.0748, grad_norm: 9.0304 2020-08-17 16:32:48,715 - mmaction - INFO - Epoch [89][1100/2505] lr: 3.750e-05, eta: 6:07:32, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.9026, loss_cls: 1.0314, loss: 1.0314, grad_norm: 8.9831 2020-08-17 16:33:03,908 - mmaction - INFO - Epoch [89][1120/2505] lr: 3.750e-05, eta: 6:07:17, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1659, loss: 1.1659, grad_norm: 9.5349 2020-08-17 16:33:19,142 - mmaction - INFO - Epoch [89][1140/2505] lr: 3.750e-05, eta: 6:07:02, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8839, loss_cls: 1.1129, loss: 1.1129, grad_norm: 9.2739 2020-08-17 16:33:34,602 - mmaction - INFO - Epoch [89][1160/2505] lr: 3.750e-05, eta: 6:06:47, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.0782, loss: 1.0782, grad_norm: 9.1067 2020-08-17 16:33:49,691 - mmaction - INFO - Epoch [89][1180/2505] lr: 3.750e-05, eta: 6:06:31, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8974, loss_cls: 1.0709, loss: 1.0709, grad_norm: 8.8949 2020-08-17 16:34:06,027 - mmaction - INFO - Epoch [89][1200/2505] lr: 3.750e-05, eta: 6:06:16, time: 0.817, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8891, loss_cls: 1.1235, loss: 1.1235, grad_norm: 9.3612 2020-08-17 16:34:20,920 - mmaction - INFO - Epoch [89][1220/2505] lr: 3.750e-05, eta: 6:06:01, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8974, loss_cls: 1.0678, loss: 1.0678, grad_norm: 9.0184 2020-08-17 16:34:37,723 - mmaction - INFO - Epoch [89][1240/2505] lr: 3.750e-05, eta: 6:05:46, time: 0.839, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8839, loss_cls: 1.1186, loss: 1.1186, grad_norm: 9.2156 2020-08-17 16:34:52,271 - mmaction - INFO - Epoch [89][1260/2505] lr: 3.750e-05, eta: 6:05:31, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8974, loss_cls: 1.0978, loss: 1.0978, grad_norm: 9.2230 2020-08-17 16:35:06,970 - mmaction - INFO - Epoch [89][1280/2505] lr: 3.750e-05, eta: 6:05:15, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8911, loss_cls: 1.0977, loss: 1.0977, grad_norm: 8.9392 2020-08-17 16:35:23,013 - mmaction - INFO - Epoch [89][1300/2505] lr: 3.750e-05, eta: 6:05:00, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8974, loss_cls: 1.0566, loss: 1.0566, grad_norm: 8.8657 2020-08-17 16:35:37,486 - mmaction - INFO - Epoch [89][1320/2505] lr: 3.750e-05, eta: 6:04:45, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0363, loss: 1.0363, grad_norm: 8.6677 2020-08-17 16:35:54,204 - mmaction - INFO - Epoch [89][1340/2505] lr: 3.750e-05, eta: 6:04:30, time: 0.839, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9005, loss_cls: 1.0490, loss: 1.0490, grad_norm: 9.0554 2020-08-17 16:36:09,251 - mmaction - INFO - Epoch [89][1360/2505] lr: 3.750e-05, eta: 6:04:15, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8979, loss_cls: 1.0712, loss: 1.0712, grad_norm: 9.1980 2020-08-17 16:36:23,983 - mmaction - INFO - Epoch [89][1380/2505] lr: 3.750e-05, eta: 6:03:59, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8823, loss_cls: 1.1147, loss: 1.1147, grad_norm: 8.7715 2020-08-17 16:36:39,970 - mmaction - INFO - Epoch [89][1400/2505] lr: 3.750e-05, eta: 6:03:44, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8964, loss_cls: 1.0262, loss: 1.0262, grad_norm: 8.8217 2020-08-17 16:36:56,025 - mmaction - INFO - Epoch [89][1420/2505] lr: 3.750e-05, eta: 6:03:29, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8859, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.0003 2020-08-17 16:37:10,315 - mmaction - INFO - Epoch [89][1440/2505] lr: 3.750e-05, eta: 6:03:14, time: 0.713, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8943, loss_cls: 1.1114, loss: 1.1114, grad_norm: 9.2511 2020-08-17 16:37:26,175 - mmaction - INFO - Epoch [89][1460/2505] lr: 3.750e-05, eta: 6:02:59, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8854, loss_cls: 1.1096, loss: 1.1096, grad_norm: 8.9380 2020-08-17 16:37:41,388 - mmaction - INFO - Epoch [89][1480/2505] lr: 3.750e-05, eta: 6:02:43, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0552, loss: 1.0552, grad_norm: 8.7426 2020-08-17 16:37:56,525 - mmaction - INFO - Epoch [89][1500/2505] lr: 3.750e-05, eta: 6:02:28, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8953, loss_cls: 1.0515, loss: 1.0515, grad_norm: 8.4941 2020-08-17 16:38:12,133 - mmaction - INFO - Epoch [89][1520/2505] lr: 3.750e-05, eta: 6:02:13, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8870, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.1594 2020-08-17 16:38:27,172 - mmaction - INFO - Epoch [89][1540/2505] lr: 3.750e-05, eta: 6:01:58, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9099, loss_cls: 1.0035, loss: 1.0035, grad_norm: 8.7167 2020-08-17 16:38:42,456 - mmaction - INFO - Epoch [89][1560/2505] lr: 3.750e-05, eta: 6:01:42, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8969, loss_cls: 1.0465, loss: 1.0465, grad_norm: 8.8816 2020-08-17 16:38:57,509 - mmaction - INFO - Epoch [89][1580/2505] lr: 3.750e-05, eta: 6:01:27, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.1043, loss: 1.1043, grad_norm: 9.1945 2020-08-17 16:39:14,080 - mmaction - INFO - Epoch [89][1600/2505] lr: 3.750e-05, eta: 6:01:12, time: 0.826, data_time: 0.006, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8932, loss_cls: 1.0637, loss: 1.0637, grad_norm: 8.8514 2020-08-17 16:39:29,733 - mmaction - INFO - Epoch [89][1620/2505] lr: 3.750e-05, eta: 6:00:57, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8906, loss_cls: 1.0908, loss: 1.0908, grad_norm: 9.0926 2020-08-17 16:39:45,342 - mmaction - INFO - Epoch [89][1640/2505] lr: 3.750e-05, eta: 6:00:42, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8755, loss_cls: 1.1704, loss: 1.1704, grad_norm: 9.4996 2020-08-17 16:40:00,363 - mmaction - INFO - Epoch [89][1660/2505] lr: 3.750e-05, eta: 6:00:26, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8896, loss_cls: 1.1190, loss: 1.1190, grad_norm: 9.2301 2020-08-17 16:40:16,210 - mmaction - INFO - Epoch [89][1680/2505] lr: 3.750e-05, eta: 6:00:11, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8927, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.1223 2020-08-17 16:40:31,658 - mmaction - INFO - Epoch [89][1700/2505] lr: 3.750e-05, eta: 5:59:56, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9005, loss_cls: 1.0583, loss: 1.0583, grad_norm: 9.1481 2020-08-17 16:40:47,273 - mmaction - INFO - Epoch [89][1720/2505] lr: 3.750e-05, eta: 5:59:41, time: 0.779, data_time: 0.004, memory: 8343, top1_acc: 0.7437, top5_acc: 0.9042, loss_cls: 1.0462, loss: 1.0462, grad_norm: 8.7284 2020-08-17 16:41:03,517 - mmaction - INFO - Epoch [89][1740/2505] lr: 3.750e-05, eta: 5:59:26, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8823, loss_cls: 1.1555, loss: 1.1555, grad_norm: 9.3787 2020-08-17 16:41:18,813 - mmaction - INFO - Epoch [89][1760/2505] lr: 3.750e-05, eta: 5:59:11, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.1006 2020-08-17 16:41:33,585 - mmaction - INFO - Epoch [89][1780/2505] lr: 3.750e-05, eta: 5:58:55, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7479, top5_acc: 0.8979, loss_cls: 1.0381, loss: 1.0381, grad_norm: 8.7957 2020-08-17 16:41:48,840 - mmaction - INFO - Epoch [89][1800/2505] lr: 3.750e-05, eta: 5:58:40, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8854, loss_cls: 1.0874, loss: 1.0874, grad_norm: 9.1211 2020-08-17 16:42:04,868 - mmaction - INFO - Epoch [89][1820/2505] lr: 3.750e-05, eta: 5:58:25, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.2815 2020-08-17 16:42:19,936 - mmaction - INFO - Epoch [89][1840/2505] lr: 3.750e-05, eta: 5:58:10, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8943, loss_cls: 1.0596, loss: 1.0596, grad_norm: 8.9905 2020-08-17 16:42:35,557 - mmaction - INFO - Epoch [89][1860/2505] lr: 3.750e-05, eta: 5:57:55, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8896, loss_cls: 1.1326, loss: 1.1326, grad_norm: 9.0647 2020-08-17 16:42:51,964 - mmaction - INFO - Epoch [89][1880/2505] lr: 3.750e-05, eta: 5:57:39, time: 0.817, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8839, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.3053 2020-08-17 16:43:06,857 - mmaction - INFO - Epoch [89][1900/2505] lr: 3.750e-05, eta: 5:57:24, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8969, loss_cls: 1.0564, loss: 1.0564, grad_norm: 8.9341 2020-08-17 16:43:22,851 - mmaction - INFO - Epoch [89][1920/2505] lr: 3.750e-05, eta: 5:57:09, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1472, loss: 1.1472, grad_norm: 9.3679 2020-08-17 16:43:37,735 - mmaction - INFO - Epoch [89][1940/2505] lr: 3.750e-05, eta: 5:56:54, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8995, loss_cls: 1.0540, loss: 1.0540, grad_norm: 8.9949 2020-08-17 16:43:54,569 - mmaction - INFO - Epoch [89][1960/2505] lr: 3.750e-05, eta: 5:56:39, time: 0.844, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1416, loss: 1.1416, grad_norm: 8.9323 2020-08-17 16:44:09,985 - mmaction - INFO - Epoch [89][1980/2505] lr: 3.750e-05, eta: 5:56:24, time: 0.769, data_time: 0.004, memory: 8343, top1_acc: 0.7490, top5_acc: 0.9010, loss_cls: 1.0326, loss: 1.0326, grad_norm: 9.0397 2020-08-17 16:44:25,728 - mmaction - INFO - Epoch [89][2000/2505] lr: 3.750e-05, eta: 5:56:08, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8974, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.3292 2020-08-17 16:44:41,750 - mmaction - INFO - Epoch [89][2020/2505] lr: 3.750e-05, eta: 5:55:53, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8896, loss_cls: 1.1041, loss: 1.1041, grad_norm: 9.0026 2020-08-17 16:44:56,659 - mmaction - INFO - Epoch [89][2040/2505] lr: 3.750e-05, eta: 5:55:38, time: 0.746, data_time: 0.003, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8922, loss_cls: 1.0956, loss: 1.0956, grad_norm: 9.2239 2020-08-17 16:45:12,878 - mmaction - INFO - Epoch [89][2060/2505] lr: 3.750e-05, eta: 5:55:23, time: 0.807, data_time: 0.004, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8984, loss_cls: 1.0456, loss: 1.0456, grad_norm: 8.7463 2020-08-17 16:45:28,163 - mmaction - INFO - Epoch [89][2080/2505] lr: 3.750e-05, eta: 5:55:08, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.0895, loss: 1.0895, grad_norm: 9.0740 2020-08-17 16:45:43,452 - mmaction - INFO - Epoch [89][2100/2505] lr: 3.750e-05, eta: 5:54:52, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.0842, loss: 1.0842, grad_norm: 9.0421 2020-08-17 16:45:59,162 - mmaction - INFO - Epoch [89][2120/2505] lr: 3.750e-05, eta: 5:54:37, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8792, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.0767 2020-08-17 16:46:15,169 - mmaction - INFO - Epoch [89][2140/2505] lr: 3.750e-05, eta: 5:54:22, time: 0.799, data_time: 0.007, memory: 8343, top1_acc: 0.7370, top5_acc: 0.9016, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.1131 2020-08-17 16:46:30,053 - mmaction - INFO - Epoch [89][2160/2505] lr: 3.750e-05, eta: 5:54:07, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8813, loss_cls: 1.1303, loss: 1.1303, grad_norm: 8.9491 2020-08-17 16:46:45,888 - mmaction - INFO - Epoch [89][2180/2505] lr: 3.750e-05, eta: 5:53:52, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.1098, loss: 1.1098, grad_norm: 9.1035 2020-08-17 16:47:01,207 - mmaction - INFO - Epoch [89][2200/2505] lr: 3.750e-05, eta: 5:53:36, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8896, loss_cls: 1.0954, loss: 1.0954, grad_norm: 8.9909 2020-08-17 16:47:16,993 - mmaction - INFO - Epoch [89][2220/2505] lr: 3.750e-05, eta: 5:53:21, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8786, loss_cls: 1.1367, loss: 1.1367, grad_norm: 9.2241 2020-08-17 16:47:32,272 - mmaction - INFO - Epoch [89][2240/2505] lr: 3.750e-05, eta: 5:53:06, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8823, loss_cls: 1.1006, loss: 1.1006, grad_norm: 9.1754 2020-08-17 16:47:47,442 - mmaction - INFO - Epoch [89][2260/2505] lr: 3.750e-05, eta: 5:52:51, time: 0.759, data_time: 0.001, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8964, loss_cls: 1.0554, loss: 1.0554, grad_norm: 8.8433 2020-08-17 16:48:02,911 - mmaction - INFO - Epoch [89][2280/2505] lr: 3.750e-05, eta: 5:52:36, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0532, loss: 1.0532, grad_norm: 9.1201 2020-08-17 16:48:18,231 - mmaction - INFO - Epoch [89][2300/2505] lr: 3.750e-05, eta: 5:52:20, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.0853, loss: 1.0853, grad_norm: 8.9453 2020-08-17 16:48:33,773 - mmaction - INFO - Epoch [89][2320/2505] lr: 3.750e-05, eta: 5:52:05, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8885, loss_cls: 1.1284, loss: 1.1284, grad_norm: 9.2913 2020-08-17 16:48:49,227 - mmaction - INFO - Epoch [89][2340/2505] lr: 3.750e-05, eta: 5:51:50, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7312, top5_acc: 0.9005, loss_cls: 1.0871, loss: 1.0871, grad_norm: 8.9445 2020-08-17 16:49:04,382 - mmaction - INFO - Epoch [89][2360/2505] lr: 3.750e-05, eta: 5:51:35, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8786, loss_cls: 1.1471, loss: 1.1471, grad_norm: 9.3463 2020-08-17 16:49:19,568 - mmaction - INFO - Epoch [89][2380/2505] lr: 3.750e-05, eta: 5:51:20, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9031, loss_cls: 1.0426, loss: 1.0426, grad_norm: 8.9579 2020-08-17 16:49:34,804 - mmaction - INFO - Epoch [89][2400/2505] lr: 3.750e-05, eta: 5:51:04, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8875, loss_cls: 1.0844, loss: 1.0844, grad_norm: 8.8408 2020-08-17 16:49:51,210 - mmaction - INFO - Epoch [89][2420/2505] lr: 3.750e-05, eta: 5:50:49, time: 0.820, data_time: 0.004, memory: 8343, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 1.0424, loss: 1.0424, grad_norm: 8.6513 2020-08-17 16:50:05,732 - mmaction - INFO - Epoch [89][2440/2505] lr: 3.750e-05, eta: 5:50:34, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8984, loss_cls: 1.0857, loss: 1.0857, grad_norm: 9.2102 2020-08-17 16:50:20,901 - mmaction - INFO - Epoch [89][2460/2505] lr: 3.750e-05, eta: 5:50:19, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0414, loss: 1.0414, grad_norm: 8.4657 2020-08-17 16:50:36,567 - mmaction - INFO - Epoch [89][2480/2505] lr: 3.750e-05, eta: 5:50:04, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8849, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.0973 2020-08-17 16:50:51,807 - mmaction - INFO - Epoch [89][2500/2505] lr: 3.750e-05, eta: 5:49:48, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8995, loss_cls: 1.0902, loss: 1.0902, grad_norm: 9.2203 2020-08-17 16:50:55,658 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-08-17 16:51:16,742 - mmaction - INFO - Epoch [90][20/2505] lr: 3.750e-05, eta: 5:49:29, time: 1.034, data_time: 0.408, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8943, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.2051 2020-08-17 16:51:32,220 - mmaction - INFO - Epoch [90][40/2505] lr: 3.750e-05, eta: 5:49:14, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8927, loss_cls: 1.1092, loss: 1.1092, grad_norm: 8.8929 2020-08-17 16:51:46,763 - mmaction - INFO - Epoch [90][60/2505] lr: 3.750e-05, eta: 5:48:59, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0524, loss: 1.0524, grad_norm: 9.2184 2020-08-17 16:52:02,105 - mmaction - INFO - Epoch [90][80/2505] lr: 3.750e-05, eta: 5:48:44, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1318, loss: 1.1318, grad_norm: 9.3950 2020-08-17 16:52:17,516 - mmaction - INFO - Epoch [90][100/2505] lr: 3.750e-05, eta: 5:48:28, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8771, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.1462 2020-08-17 16:52:32,423 - mmaction - INFO - Epoch [90][120/2505] lr: 3.750e-05, eta: 5:48:13, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8990, loss_cls: 1.0665, loss: 1.0665, grad_norm: 9.0569 2020-08-17 16:52:48,482 - mmaction - INFO - Epoch [90][140/2505] lr: 3.750e-05, eta: 5:47:58, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 0.9994, loss: 0.9994, grad_norm: 8.3041 2020-08-17 16:53:03,394 - mmaction - INFO - Epoch [90][160/2505] lr: 3.750e-05, eta: 5:47:43, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8781, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.1752 2020-08-17 16:53:18,586 - mmaction - INFO - Epoch [90][180/2505] lr: 3.750e-05, eta: 5:47:28, time: 0.760, data_time: 0.002, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1120, loss: 1.1120, grad_norm: 9.1583 2020-08-17 16:53:33,765 - mmaction - INFO - Epoch [90][200/2505] lr: 3.750e-05, eta: 5:47:12, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8943, loss_cls: 1.0834, loss: 1.0834, grad_norm: 9.0655 2020-08-17 16:53:49,282 - mmaction - INFO - Epoch [90][220/2505] lr: 3.750e-05, eta: 5:46:57, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8917, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.2722 2020-08-17 16:54:04,377 - mmaction - INFO - Epoch [90][240/2505] lr: 3.750e-05, eta: 5:46:42, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8958, loss_cls: 1.0794, loss: 1.0794, grad_norm: 8.9653 2020-08-17 16:54:19,568 - mmaction - INFO - Epoch [90][260/2505] lr: 3.750e-05, eta: 5:46:27, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8922, loss_cls: 1.0934, loss: 1.0934, grad_norm: 9.3117 2020-08-17 16:54:34,678 - mmaction - INFO - Epoch [90][280/2505] lr: 3.750e-05, eta: 5:46:11, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8948, loss_cls: 1.0794, loss: 1.0794, grad_norm: 9.0775 2020-08-17 16:54:49,653 - mmaction - INFO - Epoch [90][300/2505] lr: 3.750e-05, eta: 5:45:56, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.9005, loss_cls: 1.0783, loss: 1.0783, grad_norm: 8.9973 2020-08-17 16:55:04,486 - mmaction - INFO - Epoch [90][320/2505] lr: 3.750e-05, eta: 5:45:41, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8859, loss_cls: 1.1039, loss: 1.1039, grad_norm: 8.9201 2020-08-17 16:55:20,271 - mmaction - INFO - Epoch [90][340/2505] lr: 3.750e-05, eta: 5:45:26, time: 0.789, data_time: 0.002, memory: 8343, top1_acc: 0.7479, top5_acc: 0.9000, loss_cls: 1.0645, loss: 1.0645, grad_norm: 9.0387 2020-08-17 16:55:36,028 - mmaction - INFO - Epoch [90][360/2505] lr: 3.750e-05, eta: 5:45:11, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9005, loss_cls: 1.0377, loss: 1.0377, grad_norm: 8.7672 2020-08-17 16:55:50,628 - mmaction - INFO - Epoch [90][380/2505] lr: 3.750e-05, eta: 5:44:55, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8807, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.2437 2020-08-17 16:56:05,886 - mmaction - INFO - Epoch [90][400/2505] lr: 3.750e-05, eta: 5:44:40, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9047, loss_cls: 1.0375, loss: 1.0375, grad_norm: 9.2291 2020-08-17 16:56:21,114 - mmaction - INFO - Epoch [90][420/2505] lr: 3.750e-05, eta: 5:44:25, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8891, loss_cls: 1.1121, loss: 1.1121, grad_norm: 9.1519 2020-08-17 16:56:35,886 - mmaction - INFO - Epoch [90][440/2505] lr: 3.750e-05, eta: 5:44:09, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8927, loss_cls: 1.1268, loss: 1.1268, grad_norm: 9.1671 2020-08-17 16:56:51,222 - mmaction - INFO - Epoch [90][460/2505] lr: 3.750e-05, eta: 5:43:54, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8974, loss_cls: 1.0670, loss: 1.0670, grad_norm: 8.9797 2020-08-17 16:57:06,751 - mmaction - INFO - Epoch [90][480/2505] lr: 3.750e-05, eta: 5:43:39, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8958, loss_cls: 1.0573, loss: 1.0573, grad_norm: 8.9897 2020-08-17 16:57:22,447 - mmaction - INFO - Epoch [90][500/2505] lr: 3.750e-05, eta: 5:43:24, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8927, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.0692 2020-08-17 16:57:37,712 - mmaction - INFO - Epoch [90][520/2505] lr: 3.750e-05, eta: 5:43:09, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8958, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.0424 2020-08-17 16:57:53,035 - mmaction - INFO - Epoch [90][540/2505] lr: 3.750e-05, eta: 5:42:53, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9063, loss_cls: 1.0490, loss: 1.0490, grad_norm: 9.0548 2020-08-17 16:58:09,023 - mmaction - INFO - Epoch [90][560/2505] lr: 3.750e-05, eta: 5:42:38, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8917, loss_cls: 1.0867, loss: 1.0867, grad_norm: 8.9917 2020-08-17 16:58:24,150 - mmaction - INFO - Epoch [90][580/2505] lr: 3.750e-05, eta: 5:42:23, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9047, loss_cls: 1.0645, loss: 1.0645, grad_norm: 9.2142 2020-08-17 16:58:39,503 - mmaction - INFO - Epoch [90][600/2505] lr: 3.750e-05, eta: 5:42:08, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8964, loss_cls: 1.1196, loss: 1.1196, grad_norm: 9.5376 2020-08-17 16:58:54,954 - mmaction - INFO - Epoch [90][620/2505] lr: 3.750e-05, eta: 5:41:53, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8911, loss_cls: 1.0795, loss: 1.0795, grad_norm: 9.0534 2020-08-17 16:59:09,600 - mmaction - INFO - Epoch [90][640/2505] lr: 3.750e-05, eta: 5:41:37, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8995, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.1917 2020-08-17 16:59:24,869 - mmaction - INFO - Epoch [90][660/2505] lr: 3.750e-05, eta: 5:41:22, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8943, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.1832 2020-08-17 16:59:40,352 - mmaction - INFO - Epoch [90][680/2505] lr: 3.750e-05, eta: 5:41:07, time: 0.775, data_time: 0.008, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8938, loss_cls: 1.0842, loss: 1.0842, grad_norm: 8.7388 2020-08-17 16:59:55,472 - mmaction - INFO - Epoch [90][700/2505] lr: 3.750e-05, eta: 5:40:52, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8839, loss_cls: 1.1335, loss: 1.1335, grad_norm: 9.1245 2020-08-17 17:00:11,767 - mmaction - INFO - Epoch [90][720/2505] lr: 3.750e-05, eta: 5:40:37, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9010, loss_cls: 1.0732, loss: 1.0732, grad_norm: 9.1330 2020-08-17 17:00:26,557 - mmaction - INFO - Epoch [90][740/2505] lr: 3.750e-05, eta: 5:40:21, time: 0.747, data_time: 0.015, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8885, loss_cls: 1.0976, loss: 1.0976, grad_norm: 8.9782 2020-08-17 17:00:41,643 - mmaction - INFO - Epoch [90][760/2505] lr: 3.750e-05, eta: 5:40:06, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8891, loss_cls: 1.1045, loss: 1.1045, grad_norm: 8.8912 2020-08-17 17:00:58,041 - mmaction - INFO - Epoch [90][780/2505] lr: 3.750e-05, eta: 5:39:51, time: 0.818, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8865, loss_cls: 1.1165, loss: 1.1165, grad_norm: 9.3598 2020-08-17 17:01:12,330 - mmaction - INFO - Epoch [90][800/2505] lr: 3.750e-05, eta: 5:39:36, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8766, loss_cls: 1.1648, loss: 1.1648, grad_norm: 8.9393 2020-08-17 17:01:28,843 - mmaction - INFO - Epoch [90][820/2505] lr: 3.750e-05, eta: 5:39:21, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8943, loss_cls: 1.0782, loss: 1.0782, grad_norm: 9.0841 2020-08-17 17:01:43,512 - mmaction - INFO - Epoch [90][840/2505] lr: 3.750e-05, eta: 5:39:05, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8979, loss_cls: 1.0992, loss: 1.0992, grad_norm: 9.2807 2020-08-17 17:01:58,404 - mmaction - INFO - Epoch [90][860/2505] lr: 3.750e-05, eta: 5:38:50, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8885, loss_cls: 1.0590, loss: 1.0590, grad_norm: 8.7486 2020-08-17 17:02:14,340 - mmaction - INFO - Epoch [90][880/2505] lr: 3.750e-05, eta: 5:38:35, time: 0.800, data_time: 0.006, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8964, loss_cls: 1.0606, loss: 1.0606, grad_norm: 9.1315 2020-08-17 17:02:29,428 - mmaction - INFO - Epoch [90][900/2505] lr: 3.750e-05, eta: 5:38:20, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8891, loss_cls: 1.1055, loss: 1.1055, grad_norm: 8.8912 2020-08-17 17:02:44,556 - mmaction - INFO - Epoch [90][920/2505] lr: 3.750e-05, eta: 5:38:04, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8943, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.0836 2020-08-17 17:02:59,597 - mmaction - INFO - Epoch [90][940/2505] lr: 3.750e-05, eta: 5:37:49, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8948, loss_cls: 1.0509, loss: 1.0509, grad_norm: 8.8670 2020-08-17 17:03:15,282 - mmaction - INFO - Epoch [90][960/2505] lr: 3.750e-05, eta: 5:37:34, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8974, loss_cls: 1.0522, loss: 1.0522, grad_norm: 8.9684 2020-08-17 17:03:29,840 - mmaction - INFO - Epoch [90][980/2505] lr: 3.750e-05, eta: 5:37:19, time: 0.728, data_time: 0.002, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8859, loss_cls: 1.0986, loss: 1.0986, grad_norm: 9.0698 2020-08-17 17:03:46,217 - mmaction - INFO - Epoch [90][1000/2505] lr: 3.750e-05, eta: 5:37:03, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8885, loss_cls: 1.0968, loss: 1.0968, grad_norm: 8.9929 2020-08-17 17:04:00,683 - mmaction - INFO - Epoch [90][1020/2505] lr: 3.750e-05, eta: 5:36:48, time: 0.722, data_time: 0.002, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8927, loss_cls: 1.1066, loss: 1.1066, grad_norm: 9.2500 2020-08-17 17:04:16,312 - mmaction - INFO - Epoch [90][1040/2505] lr: 3.750e-05, eta: 5:36:33, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0965, loss: 1.0965, grad_norm: 9.1761 2020-08-17 17:04:31,198 - mmaction - INFO - Epoch [90][1060/2505] lr: 3.750e-05, eta: 5:36:18, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.2728 2020-08-17 17:04:46,397 - mmaction - INFO - Epoch [90][1080/2505] lr: 3.750e-05, eta: 5:36:02, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8995, loss_cls: 1.0371, loss: 1.0371, grad_norm: 9.0047 2020-08-17 17:05:03,235 - mmaction - INFO - Epoch [90][1100/2505] lr: 3.750e-05, eta: 5:35:47, time: 0.842, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0537, loss: 1.0537, grad_norm: 8.9554 2020-08-17 17:05:17,214 - mmaction - INFO - Epoch [90][1120/2505] lr: 3.750e-05, eta: 5:35:32, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1147, loss: 1.1147, grad_norm: 9.1595 2020-08-17 17:05:32,251 - mmaction - INFO - Epoch [90][1140/2505] lr: 3.750e-05, eta: 5:35:17, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8844, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.2362 2020-08-17 17:05:47,855 - mmaction - INFO - Epoch [90][1160/2505] lr: 3.750e-05, eta: 5:35:02, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8891, loss_cls: 1.1159, loss: 1.1159, grad_norm: 8.9652 2020-08-17 17:06:02,620 - mmaction - INFO - Epoch [90][1180/2505] lr: 3.750e-05, eta: 5:34:46, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8854, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.3162 2020-08-17 17:06:18,757 - mmaction - INFO - Epoch [90][1200/2505] lr: 3.750e-05, eta: 5:34:31, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0309, loss: 1.0309, grad_norm: 8.7392 2020-08-17 17:06:34,778 - mmaction - INFO - Epoch [90][1220/2505] lr: 3.750e-05, eta: 5:34:16, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8854, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.1582 2020-08-17 17:06:49,919 - mmaction - INFO - Epoch [90][1240/2505] lr: 3.750e-05, eta: 5:34:01, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8964, loss_cls: 1.0624, loss: 1.0624, grad_norm: 8.8857 2020-08-17 17:07:04,658 - mmaction - INFO - Epoch [90][1260/2505] lr: 3.750e-05, eta: 5:33:46, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8932, loss_cls: 1.0615, loss: 1.0615, grad_norm: 8.8368 2020-08-17 17:07:19,588 - mmaction - INFO - Epoch [90][1280/2505] lr: 3.750e-05, eta: 5:33:30, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9036, loss_cls: 1.0275, loss: 1.0275, grad_norm: 8.7970 2020-08-17 17:07:34,742 - mmaction - INFO - Epoch [90][1300/2505] lr: 3.750e-05, eta: 5:33:15, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8854, loss_cls: 1.1141, loss: 1.1141, grad_norm: 9.1916 2020-08-17 17:07:50,689 - mmaction - INFO - Epoch [90][1320/2505] lr: 3.750e-05, eta: 5:33:00, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8823, loss_cls: 1.1499, loss: 1.1499, grad_norm: 9.4248 2020-08-17 17:08:05,924 - mmaction - INFO - Epoch [90][1340/2505] lr: 3.750e-05, eta: 5:32:45, time: 0.763, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8870, loss_cls: 1.1260, loss: 1.1260, grad_norm: 9.2610 2020-08-17 17:08:20,846 - mmaction - INFO - Epoch [90][1360/2505] lr: 3.750e-05, eta: 5:32:29, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8859, loss_cls: 1.1703, loss: 1.1703, grad_norm: 9.4643 2020-08-17 17:08:36,100 - mmaction - INFO - Epoch [90][1380/2505] lr: 3.750e-05, eta: 5:32:14, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9052, loss_cls: 1.0475, loss: 1.0475, grad_norm: 8.8905 2020-08-17 17:08:51,620 - mmaction - INFO - Epoch [90][1400/2505] lr: 3.750e-05, eta: 5:31:59, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8937, loss_cls: 1.0687, loss: 1.0687, grad_norm: 8.9245 2020-08-17 17:09:06,831 - mmaction - INFO - Epoch [90][1420/2505] lr: 3.750e-05, eta: 5:31:44, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8823, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.0954 2020-08-17 17:09:21,832 - mmaction - INFO - Epoch [90][1440/2505] lr: 3.750e-05, eta: 5:31:28, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8865, loss_cls: 1.0963, loss: 1.0963, grad_norm: 9.1862 2020-08-17 17:09:37,810 - mmaction - INFO - Epoch [90][1460/2505] lr: 3.750e-05, eta: 5:31:13, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8974, loss_cls: 1.0911, loss: 1.0911, grad_norm: 9.0652 2020-08-17 17:09:53,099 - mmaction - INFO - Epoch [90][1480/2505] lr: 3.750e-05, eta: 5:30:58, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8953, loss_cls: 1.0061, loss: 1.0061, grad_norm: 9.0465 2020-08-17 17:10:08,074 - mmaction - INFO - Epoch [90][1500/2505] lr: 3.750e-05, eta: 5:30:43, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9052, loss_cls: 1.0412, loss: 1.0412, grad_norm: 8.8835 2020-08-17 17:10:22,991 - mmaction - INFO - Epoch [90][1520/2505] lr: 3.750e-05, eta: 5:30:28, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8948, loss_cls: 1.1008, loss: 1.1008, grad_norm: 9.2721 2020-08-17 17:10:38,517 - mmaction - INFO - Epoch [90][1540/2505] lr: 3.750e-05, eta: 5:30:12, time: 0.773, data_time: 0.004, memory: 8343, top1_acc: 0.7500, top5_acc: 0.8932, loss_cls: 1.0625, loss: 1.0625, grad_norm: 8.8753 2020-08-17 17:10:53,640 - mmaction - INFO - Epoch [90][1560/2505] lr: 3.750e-05, eta: 5:29:57, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8969, loss_cls: 1.0968, loss: 1.0968, grad_norm: 9.0400 2020-08-17 17:11:09,341 - mmaction - INFO - Epoch [90][1580/2505] lr: 3.750e-05, eta: 5:29:42, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8917, loss_cls: 1.0959, loss: 1.0959, grad_norm: 9.1979 2020-08-17 17:11:24,121 - mmaction - INFO - Epoch [90][1600/2505] lr: 3.750e-05, eta: 5:29:27, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0748, loss: 1.0748, grad_norm: 8.9621 2020-08-17 17:11:39,232 - mmaction - INFO - Epoch [90][1620/2505] lr: 3.750e-05, eta: 5:29:11, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8818, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.2975 2020-08-17 17:11:54,723 - mmaction - INFO - Epoch [90][1640/2505] lr: 3.750e-05, eta: 5:28:56, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.0222 2020-08-17 17:12:09,893 - mmaction - INFO - Epoch [90][1660/2505] lr: 3.750e-05, eta: 5:28:41, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8854, loss_cls: 1.1109, loss: 1.1109, grad_norm: 9.0439 2020-08-17 17:12:25,402 - mmaction - INFO - Epoch [90][1680/2505] lr: 3.750e-05, eta: 5:28:26, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8813, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.0565 2020-08-17 17:12:41,454 - mmaction - INFO - Epoch [90][1700/2505] lr: 3.750e-05, eta: 5:28:11, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8927, loss_cls: 1.0973, loss: 1.0973, grad_norm: 8.8854 2020-08-17 17:12:56,203 - mmaction - INFO - Epoch [90][1720/2505] lr: 3.750e-05, eta: 5:27:55, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.0586 2020-08-17 17:13:11,867 - mmaction - INFO - Epoch [90][1740/2505] lr: 3.750e-05, eta: 5:27:40, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8833, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.3942 2020-08-17 17:13:26,271 - mmaction - INFO - Epoch [90][1760/2505] lr: 3.750e-05, eta: 5:27:25, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8823, loss_cls: 1.1386, loss: 1.1386, grad_norm: 9.1369 2020-08-17 17:13:41,511 - mmaction - INFO - Epoch [90][1780/2505] lr: 3.750e-05, eta: 5:27:10, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8953, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.1576 2020-08-17 17:13:56,375 - mmaction - INFO - Epoch [90][1800/2505] lr: 3.750e-05, eta: 5:26:54, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8870, loss_cls: 1.1457, loss: 1.1457, grad_norm: 9.3120 2020-08-17 17:14:11,664 - mmaction - INFO - Epoch [90][1820/2505] lr: 3.750e-05, eta: 5:26:39, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8969, loss_cls: 1.0720, loss: 1.0720, grad_norm: 8.8164 2020-08-17 17:14:27,636 - mmaction - INFO - Epoch [90][1840/2505] lr: 3.750e-05, eta: 5:26:24, time: 0.802, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8859, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.1468 2020-08-17 17:14:42,436 - mmaction - INFO - Epoch [90][1860/2505] lr: 3.750e-05, eta: 5:26:09, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8766, loss_cls: 1.1310, loss: 1.1310, grad_norm: 9.1761 2020-08-17 17:14:57,259 - mmaction - INFO - Epoch [90][1880/2505] lr: 3.750e-05, eta: 5:25:53, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8948, loss_cls: 1.0794, loss: 1.0794, grad_norm: 9.0261 2020-08-17 17:15:12,653 - mmaction - INFO - Epoch [90][1900/2505] lr: 3.750e-05, eta: 5:25:38, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8865, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.1994 2020-08-17 17:15:27,489 - mmaction - INFO - Epoch [90][1920/2505] lr: 3.750e-05, eta: 5:25:23, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1221, loss: 1.1221, grad_norm: 9.3656 2020-08-17 17:15:42,721 - mmaction - INFO - Epoch [90][1940/2505] lr: 3.750e-05, eta: 5:25:08, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8823, loss_cls: 1.1697, loss: 1.1697, grad_norm: 9.3808 2020-08-17 17:15:58,115 - mmaction - INFO - Epoch [90][1960/2505] lr: 3.750e-05, eta: 5:24:52, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8932, loss_cls: 1.0816, loss: 1.0816, grad_norm: 8.8703 2020-08-17 17:16:12,796 - mmaction - INFO - Epoch [90][1980/2505] lr: 3.750e-05, eta: 5:24:37, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.9057, loss_cls: 1.0658, loss: 1.0658, grad_norm: 9.0559 2020-08-17 17:16:27,877 - mmaction - INFO - Epoch [90][2000/2505] lr: 3.750e-05, eta: 5:24:22, time: 0.753, data_time: 0.003, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8844, loss_cls: 1.1111, loss: 1.1111, grad_norm: 9.3105 2020-08-17 17:16:43,939 - mmaction - INFO - Epoch [90][2020/2505] lr: 3.750e-05, eta: 5:24:07, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.7604, top5_acc: 0.9083, loss_cls: 0.9745, loss: 0.9745, grad_norm: 8.7255 2020-08-17 17:16:59,083 - mmaction - INFO - Epoch [90][2040/2505] lr: 3.750e-05, eta: 5:23:52, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8854, loss_cls: 1.0940, loss: 1.0940, grad_norm: 9.3022 2020-08-17 17:17:13,901 - mmaction - INFO - Epoch [90][2060/2505] lr: 3.750e-05, eta: 5:23:36, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8865, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.2846 2020-08-17 17:17:28,805 - mmaction - INFO - Epoch [90][2080/2505] lr: 3.750e-05, eta: 5:23:21, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0718, loss: 1.0718, grad_norm: 8.9933 2020-08-17 17:17:44,428 - mmaction - INFO - Epoch [90][2100/2505] lr: 3.750e-05, eta: 5:23:06, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8823, loss_cls: 1.1340, loss: 1.1340, grad_norm: 9.1659 2020-08-17 17:17:59,188 - mmaction - INFO - Epoch [90][2120/2505] lr: 3.750e-05, eta: 5:22:50, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8974, loss_cls: 1.0507, loss: 1.0507, grad_norm: 9.1194 2020-08-17 17:18:14,714 - mmaction - INFO - Epoch [90][2140/2505] lr: 3.750e-05, eta: 5:22:35, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0516, loss: 1.0516, grad_norm: 9.0521 2020-08-17 17:18:29,525 - mmaction - INFO - Epoch [90][2160/2505] lr: 3.750e-05, eta: 5:22:20, time: 0.742, data_time: 0.008, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9010, loss_cls: 1.0595, loss: 1.0595, grad_norm: 9.0026 2020-08-17 17:18:45,742 - mmaction - INFO - Epoch [90][2180/2505] lr: 3.750e-05, eta: 5:22:05, time: 0.811, data_time: 0.003, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9042, loss_cls: 1.0417, loss: 1.0417, grad_norm: 8.9965 2020-08-17 17:19:00,398 - mmaction - INFO - Epoch [90][2200/2505] lr: 3.750e-05, eta: 5:21:50, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7542, top5_acc: 0.9026, loss_cls: 1.0149, loss: 1.0149, grad_norm: 8.6655 2020-08-17 17:19:16,220 - mmaction - INFO - Epoch [90][2220/2505] lr: 3.750e-05, eta: 5:21:34, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.1626 2020-08-17 17:19:30,687 - mmaction - INFO - Epoch [90][2240/2505] lr: 3.750e-05, eta: 5:21:19, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8938, loss_cls: 1.1149, loss: 1.1149, grad_norm: 9.5880 2020-08-17 17:19:45,558 - mmaction - INFO - Epoch [90][2260/2505] lr: 3.750e-05, eta: 5:21:04, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8943, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.2431 2020-08-17 17:20:01,561 - mmaction - INFO - Epoch [90][2280/2505] lr: 3.750e-05, eta: 5:20:49, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8927, loss_cls: 1.0821, loss: 1.0821, grad_norm: 9.1393 2020-08-17 17:20:16,001 - mmaction - INFO - Epoch [90][2300/2505] lr: 3.750e-05, eta: 5:20:33, time: 0.723, data_time: 0.003, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8984, loss_cls: 1.0708, loss: 1.0708, grad_norm: 8.8498 2020-08-17 17:20:31,384 - mmaction - INFO - Epoch [90][2320/2505] lr: 3.750e-05, eta: 5:20:18, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8917, loss_cls: 1.0935, loss: 1.0935, grad_norm: 8.9653 2020-08-17 17:20:46,152 - mmaction - INFO - Epoch [90][2340/2505] lr: 3.750e-05, eta: 5:20:03, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7438, top5_acc: 0.8932, loss_cls: 1.0627, loss: 1.0627, grad_norm: 8.8211 2020-08-17 17:21:02,107 - mmaction - INFO - Epoch [90][2360/2505] lr: 3.750e-05, eta: 5:19:48, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8906, loss_cls: 1.1429, loss: 1.1429, grad_norm: 9.3550 2020-08-17 17:21:16,749 - mmaction - INFO - Epoch [90][2380/2505] lr: 3.750e-05, eta: 5:19:32, time: 0.733, data_time: 0.003, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.2281 2020-08-17 17:21:31,780 - mmaction - INFO - Epoch [90][2400/2505] lr: 3.750e-05, eta: 5:19:17, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.1886 2020-08-17 17:21:47,048 - mmaction - INFO - Epoch [90][2420/2505] lr: 3.750e-05, eta: 5:19:02, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8948, loss_cls: 1.0375, loss: 1.0375, grad_norm: 8.7609 2020-08-17 17:22:02,419 - mmaction - INFO - Epoch [90][2440/2505] lr: 3.750e-05, eta: 5:18:47, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8932, loss_cls: 1.1124, loss: 1.1124, grad_norm: 9.3316 2020-08-17 17:22:18,254 - mmaction - INFO - Epoch [90][2460/2505] lr: 3.750e-05, eta: 5:18:32, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8938, loss_cls: 1.0786, loss: 1.0786, grad_norm: 9.1203 2020-08-17 17:22:32,646 - mmaction - INFO - Epoch [90][2480/2505] lr: 3.750e-05, eta: 5:18:16, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.2826 2020-08-17 17:22:47,724 - mmaction - INFO - Epoch [90][2500/2505] lr: 3.750e-05, eta: 5:18:01, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0376, loss: 1.0376, grad_norm: 8.8389 2020-08-17 17:22:51,591 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-08-17 17:23:17,516 - mmaction - INFO - Epoch [91][20/2505] lr: 3.750e-05, eta: 5:17:43, time: 1.260, data_time: 0.649, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8901, loss_cls: 1.1070, loss: 1.1070, grad_norm: 9.1415 2020-08-17 17:23:30,520 - mmaction - INFO - Epoch [91][40/2505] lr: 3.750e-05, eta: 5:17:27, time: 0.653, data_time: 0.007, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8984, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.3933 2020-08-17 17:23:46,080 - mmaction - INFO - Epoch [91][60/2505] lr: 3.750e-05, eta: 5:17:12, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8911, loss_cls: 1.1213, loss: 1.1213, grad_norm: 9.2892 2020-08-17 17:24:01,432 - mmaction - INFO - Epoch [91][80/2505] lr: 3.750e-05, eta: 5:16:57, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.5419 2020-08-17 17:24:16,618 - mmaction - INFO - Epoch [91][100/2505] lr: 3.750e-05, eta: 5:16:42, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8974, loss_cls: 1.0741, loss: 1.0741, grad_norm: 8.9927 2020-08-17 17:24:31,513 - mmaction - INFO - Epoch [91][120/2505] lr: 3.750e-05, eta: 5:16:26, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8979, loss_cls: 1.0286, loss: 1.0286, grad_norm: 8.7981 2020-08-17 17:24:47,044 - mmaction - INFO - Epoch [91][140/2505] lr: 3.750e-05, eta: 5:16:11, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8984, loss_cls: 1.0391, loss: 1.0391, grad_norm: 9.0752 2020-08-17 17:25:03,534 - mmaction - INFO - Epoch [91][160/2505] lr: 3.750e-05, eta: 5:15:56, time: 0.826, data_time: 0.006, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8911, loss_cls: 1.0695, loss: 1.0695, grad_norm: 9.0901 2020-08-17 17:25:18,549 - mmaction - INFO - Epoch [91][180/2505] lr: 3.750e-05, eta: 5:15:41, time: 0.751, data_time: 0.002, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.0901, loss: 1.0901, grad_norm: 9.0256 2020-08-17 17:25:33,485 - mmaction - INFO - Epoch [91][200/2505] lr: 3.750e-05, eta: 5:15:25, time: 0.747, data_time: 0.001, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8927, loss_cls: 1.0596, loss: 1.0596, grad_norm: 9.1340 2020-08-17 17:25:47,930 - mmaction - INFO - Epoch [91][220/2505] lr: 3.750e-05, eta: 5:15:10, time: 0.722, data_time: 0.003, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9000, loss_cls: 1.0573, loss: 1.0573, grad_norm: 8.9624 2020-08-17 17:26:03,165 - mmaction - INFO - Epoch [91][240/2505] lr: 3.750e-05, eta: 5:14:55, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9026, loss_cls: 1.0337, loss: 1.0337, grad_norm: 8.7503 2020-08-17 17:26:18,847 - mmaction - INFO - Epoch [91][260/2505] lr: 3.750e-05, eta: 5:14:40, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8995, loss_cls: 1.0485, loss: 1.0485, grad_norm: 9.0837 2020-08-17 17:26:33,814 - mmaction - INFO - Epoch [91][280/2505] lr: 3.750e-05, eta: 5:14:24, time: 0.748, data_time: 0.002, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8948, loss_cls: 1.0465, loss: 1.0465, grad_norm: 8.7969 2020-08-17 17:26:49,969 - mmaction - INFO - Epoch [91][300/2505] lr: 3.750e-05, eta: 5:14:09, time: 0.808, data_time: 0.004, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8885, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.5142 2020-08-17 17:27:04,759 - mmaction - INFO - Epoch [91][320/2505] lr: 3.750e-05, eta: 5:13:54, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8797, loss_cls: 1.1729, loss: 1.1729, grad_norm: 9.4472 2020-08-17 17:27:20,163 - mmaction - INFO - Epoch [91][340/2505] lr: 3.750e-05, eta: 5:13:39, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9010, loss_cls: 1.0511, loss: 1.0511, grad_norm: 8.8125 2020-08-17 17:27:36,003 - mmaction - INFO - Epoch [91][360/2505] lr: 3.750e-05, eta: 5:13:24, time: 0.792, data_time: 0.002, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8901, loss_cls: 1.1461, loss: 1.1461, grad_norm: 9.3751 2020-08-17 17:27:50,856 - mmaction - INFO - Epoch [91][380/2505] lr: 3.750e-05, eta: 5:13:08, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8859, loss_cls: 1.0827, loss: 1.0827, grad_norm: 8.9013 2020-08-17 17:28:07,460 - mmaction - INFO - Epoch [91][400/2505] lr: 3.750e-05, eta: 5:12:53, time: 0.832, data_time: 0.006, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9000, loss_cls: 1.0493, loss: 1.0493, grad_norm: 9.1704 2020-08-17 17:28:22,177 - mmaction - INFO - Epoch [91][420/2505] lr: 3.750e-05, eta: 5:12:38, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8839, loss_cls: 1.1295, loss: 1.1295, grad_norm: 9.1628 2020-08-17 17:28:37,944 - mmaction - INFO - Epoch [91][440/2505] lr: 3.750e-05, eta: 5:12:23, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7495, top5_acc: 0.8995, loss_cls: 1.0643, loss: 1.0643, grad_norm: 8.9256 2020-08-17 17:28:54,271 - mmaction - INFO - Epoch [91][460/2505] lr: 3.750e-05, eta: 5:12:08, time: 0.816, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0655, loss: 1.0655, grad_norm: 8.9627 2020-08-17 17:29:09,642 - mmaction - INFO - Epoch [91][480/2505] lr: 3.750e-05, eta: 5:11:52, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1219, loss: 1.1219, grad_norm: 9.2442 2020-08-17 17:29:25,126 - mmaction - INFO - Epoch [91][500/2505] lr: 3.750e-05, eta: 5:11:37, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 1.0499, loss: 1.0499, grad_norm: 8.9526 2020-08-17 17:29:40,921 - mmaction - INFO - Epoch [91][520/2505] lr: 3.750e-05, eta: 5:11:22, time: 0.790, data_time: 0.003, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8859, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.2837 2020-08-17 17:29:57,221 - mmaction - INFO - Epoch [91][540/2505] lr: 3.750e-05, eta: 5:11:07, time: 0.813, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.1133, loss: 1.1133, grad_norm: 9.2808 2020-08-17 17:30:11,783 - mmaction - INFO - Epoch [91][560/2505] lr: 3.750e-05, eta: 5:10:52, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8917, loss_cls: 1.0921, loss: 1.0921, grad_norm: 9.0197 2020-08-17 17:30:27,532 - mmaction - INFO - Epoch [91][580/2505] lr: 3.750e-05, eta: 5:10:37, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8911, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.5219 2020-08-17 17:30:42,874 - mmaction - INFO - Epoch [91][600/2505] lr: 3.750e-05, eta: 5:10:21, time: 0.771, data_time: 0.007, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8880, loss_cls: 1.1130, loss: 1.1130, grad_norm: 8.9277 2020-08-17 17:30:58,922 - mmaction - INFO - Epoch [91][620/2505] lr: 3.750e-05, eta: 5:10:06, time: 0.798, data_time: 0.004, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0526, loss: 1.0526, grad_norm: 8.9801 2020-08-17 17:31:14,232 - mmaction - INFO - Epoch [91][640/2505] lr: 3.750e-05, eta: 5:09:51, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.7578, top5_acc: 0.9036, loss_cls: 0.9892, loss: 0.9892, grad_norm: 8.7663 2020-08-17 17:31:30,572 - mmaction - INFO - Epoch [91][660/2505] lr: 3.750e-05, eta: 5:09:36, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8818, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.4226 2020-08-17 17:31:45,163 - mmaction - INFO - Epoch [91][680/2505] lr: 3.750e-05, eta: 5:09:21, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8854, loss_cls: 1.1170, loss: 1.1170, grad_norm: 9.2980 2020-08-17 17:32:01,429 - mmaction - INFO - Epoch [91][700/2505] lr: 3.750e-05, eta: 5:09:05, time: 0.812, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8958, loss_cls: 1.0732, loss: 1.0732, grad_norm: 9.0422 2020-08-17 17:32:16,452 - mmaction - INFO - Epoch [91][720/2505] lr: 3.750e-05, eta: 5:08:50, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0268, loss: 1.0268, grad_norm: 8.6386 2020-08-17 17:32:32,496 - mmaction - INFO - Epoch [91][740/2505] lr: 3.750e-05, eta: 5:08:35, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.1322, loss: 1.1322, grad_norm: 9.1801 2020-08-17 17:32:48,116 - mmaction - INFO - Epoch [91][760/2505] lr: 3.750e-05, eta: 5:08:20, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8792, loss_cls: 1.1321, loss: 1.1321, grad_norm: 8.9740 2020-08-17 17:33:03,658 - mmaction - INFO - Epoch [91][780/2505] lr: 3.750e-05, eta: 5:08:05, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8870, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.3817 2020-08-17 17:33:19,627 - mmaction - INFO - Epoch [91][800/2505] lr: 3.750e-05, eta: 5:07:49, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8849, loss_cls: 1.1187, loss: 1.1187, grad_norm: 9.2583 2020-08-17 17:33:35,275 - mmaction - INFO - Epoch [91][820/2505] lr: 3.750e-05, eta: 5:07:34, time: 0.781, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.2264 2020-08-17 17:33:50,665 - mmaction - INFO - Epoch [91][840/2505] lr: 3.750e-05, eta: 5:07:19, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.2755 2020-08-17 17:34:05,921 - mmaction - INFO - Epoch [91][860/2505] lr: 3.750e-05, eta: 5:07:04, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9005, loss_cls: 1.0540, loss: 1.0540, grad_norm: 8.6700 2020-08-17 17:34:22,442 - mmaction - INFO - Epoch [91][880/2505] lr: 3.750e-05, eta: 5:06:49, time: 0.830, data_time: 0.007, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9021, loss_cls: 1.0333, loss: 1.0333, grad_norm: 8.8405 2020-08-17 17:34:37,401 - mmaction - INFO - Epoch [91][900/2505] lr: 3.750e-05, eta: 5:06:33, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.0239 2020-08-17 17:34:53,084 - mmaction - INFO - Epoch [91][920/2505] lr: 3.750e-05, eta: 5:06:18, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8927, loss_cls: 1.1234, loss: 1.1234, grad_norm: 9.2137 2020-08-17 17:35:08,805 - mmaction - INFO - Epoch [91][940/2505] lr: 3.750e-05, eta: 5:06:03, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8901, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.4206 2020-08-17 17:35:24,075 - mmaction - INFO - Epoch [91][960/2505] lr: 3.750e-05, eta: 5:05:48, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8984, loss_cls: 1.0797, loss: 1.0797, grad_norm: 9.0388 2020-08-17 17:35:39,942 - mmaction - INFO - Epoch [91][980/2505] lr: 3.750e-05, eta: 5:05:33, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8958, loss_cls: 1.0793, loss: 1.0793, grad_norm: 9.1214 2020-08-17 17:35:57,165 - mmaction - INFO - Epoch [91][1000/2505] lr: 3.750e-05, eta: 5:05:18, time: 0.865, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8828, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.3052 2020-08-17 17:36:11,195 - mmaction - INFO - Epoch [91][1020/2505] lr: 3.750e-05, eta: 5:05:02, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8891, loss_cls: 1.1350, loss: 1.1350, grad_norm: 9.0359 2020-08-17 17:36:26,899 - mmaction - INFO - Epoch [91][1040/2505] lr: 3.750e-05, eta: 5:04:47, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8776, loss_cls: 1.1704, loss: 1.1704, grad_norm: 9.6339 2020-08-17 17:36:42,079 - mmaction - INFO - Epoch [91][1060/2505] lr: 3.750e-05, eta: 5:04:32, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8927, loss_cls: 1.0844, loss: 1.0844, grad_norm: 8.8812 2020-08-17 17:36:57,626 - mmaction - INFO - Epoch [91][1080/2505] lr: 3.750e-05, eta: 5:04:17, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9026, loss_cls: 1.0432, loss: 1.0432, grad_norm: 9.0721 2020-08-17 17:37:12,828 - mmaction - INFO - Epoch [91][1100/2505] lr: 3.750e-05, eta: 5:04:01, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8922, loss_cls: 1.0979, loss: 1.0979, grad_norm: 9.0903 2020-08-17 17:37:27,834 - mmaction - INFO - Epoch [91][1120/2505] lr: 3.750e-05, eta: 5:03:46, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8932, loss_cls: 1.0881, loss: 1.0881, grad_norm: 9.0824 2020-08-17 17:37:43,697 - mmaction - INFO - Epoch [91][1140/2505] lr: 3.750e-05, eta: 5:03:31, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8870, loss_cls: 1.0772, loss: 1.0772, grad_norm: 8.8515 2020-08-17 17:37:59,771 - mmaction - INFO - Epoch [91][1160/2505] lr: 3.750e-05, eta: 5:03:16, time: 0.804, data_time: 0.002, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8917, loss_cls: 1.0864, loss: 1.0864, grad_norm: 9.1423 2020-08-17 17:38:15,122 - mmaction - INFO - Epoch [91][1180/2505] lr: 3.750e-05, eta: 5:03:01, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8880, loss_cls: 1.0819, loss: 1.0819, grad_norm: 9.0290 2020-08-17 17:38:30,347 - mmaction - INFO - Epoch [91][1200/2505] lr: 3.750e-05, eta: 5:02:45, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7302, top5_acc: 0.9016, loss_cls: 1.0852, loss: 1.0852, grad_norm: 9.3404 2020-08-17 17:38:46,169 - mmaction - INFO - Epoch [91][1220/2505] lr: 3.750e-05, eta: 5:02:30, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8969, loss_cls: 1.0586, loss: 1.0586, grad_norm: 8.8728 2020-08-17 17:39:01,080 - mmaction - INFO - Epoch [91][1240/2505] lr: 3.750e-05, eta: 5:02:15, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7557, top5_acc: 0.9068, loss_cls: 1.0083, loss: 1.0083, grad_norm: 8.7834 2020-08-17 17:39:16,660 - mmaction - INFO - Epoch [91][1260/2505] lr: 3.750e-05, eta: 5:02:00, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8974, loss_cls: 1.0383, loss: 1.0383, grad_norm: 8.5073 2020-08-17 17:39:32,674 - mmaction - INFO - Epoch [91][1280/2505] lr: 3.750e-05, eta: 5:01:45, time: 0.802, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8839, loss_cls: 1.0745, loss: 1.0745, grad_norm: 9.0102 2020-08-17 17:39:47,865 - mmaction - INFO - Epoch [91][1300/2505] lr: 3.750e-05, eta: 5:01:29, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8896, loss_cls: 1.0883, loss: 1.0883, grad_norm: 9.1711 2020-08-17 17:40:03,451 - mmaction - INFO - Epoch [91][1320/2505] lr: 3.750e-05, eta: 5:01:14, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7479, top5_acc: 0.9036, loss_cls: 1.0284, loss: 1.0284, grad_norm: 8.8890 2020-08-17 17:40:18,241 - mmaction - INFO - Epoch [91][1340/2505] lr: 3.750e-05, eta: 5:00:59, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1060, loss: 1.1060, grad_norm: 9.2520 2020-08-17 17:40:34,290 - mmaction - INFO - Epoch [91][1360/2505] lr: 3.750e-05, eta: 5:00:44, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0609, loss: 1.0609, grad_norm: 8.8072 2020-08-17 17:40:49,421 - mmaction - INFO - Epoch [91][1380/2505] lr: 3.750e-05, eta: 5:00:29, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8906, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.5035 2020-08-17 17:41:05,216 - mmaction - INFO - Epoch [91][1400/2505] lr: 3.750e-05, eta: 5:00:13, time: 0.788, data_time: 0.004, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8937, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.0221 2020-08-17 17:41:20,320 - mmaction - INFO - Epoch [91][1420/2505] lr: 3.750e-05, eta: 4:59:58, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8927, loss_cls: 1.0932, loss: 1.0932, grad_norm: 9.1208 2020-08-17 17:41:35,657 - mmaction - INFO - Epoch [91][1440/2505] lr: 3.750e-05, eta: 4:59:43, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8927, loss_cls: 1.1074, loss: 1.1074, grad_norm: 9.3433 2020-08-17 17:41:52,180 - mmaction - INFO - Epoch [91][1460/2505] lr: 3.750e-05, eta: 4:59:28, time: 0.828, data_time: 0.005, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9120, loss_cls: 1.0047, loss: 1.0047, grad_norm: 8.9296 2020-08-17 17:42:06,527 - mmaction - INFO - Epoch [91][1480/2505] lr: 3.750e-05, eta: 4:59:12, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.7552, top5_acc: 0.9052, loss_cls: 1.0235, loss: 1.0235, grad_norm: 8.9219 2020-08-17 17:42:22,039 - mmaction - INFO - Epoch [91][1500/2505] lr: 3.750e-05, eta: 4:58:57, time: 0.776, data_time: 0.003, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1066, loss: 1.1066, grad_norm: 9.2397 2020-08-17 17:42:37,303 - mmaction - INFO - Epoch [91][1520/2505] lr: 3.750e-05, eta: 4:58:42, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8906, loss_cls: 1.1099, loss: 1.1099, grad_norm: 9.3089 2020-08-17 17:42:52,253 - mmaction - INFO - Epoch [91][1540/2505] lr: 3.750e-05, eta: 4:58:27, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8786, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.3243 2020-08-17 17:43:07,249 - mmaction - INFO - Epoch [91][1560/2505] lr: 3.750e-05, eta: 4:58:11, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8792, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.3074 2020-08-17 17:43:22,139 - mmaction - INFO - Epoch [91][1580/2505] lr: 3.750e-05, eta: 4:57:56, time: 0.745, data_time: 0.001, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8875, loss_cls: 1.0872, loss: 1.0872, grad_norm: 8.9413 2020-08-17 17:43:37,332 - mmaction - INFO - Epoch [91][1600/2505] lr: 3.750e-05, eta: 4:57:41, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9010, loss_cls: 1.0600, loss: 1.0600, grad_norm: 8.8840 2020-08-17 17:43:52,745 - mmaction - INFO - Epoch [91][1620/2505] lr: 3.750e-05, eta: 4:57:26, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8964, loss_cls: 1.1062, loss: 1.1062, grad_norm: 9.2701 2020-08-17 17:44:08,021 - mmaction - INFO - Epoch [91][1640/2505] lr: 3.750e-05, eta: 4:57:11, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8917, loss_cls: 1.1288, loss: 1.1288, grad_norm: 9.6417 2020-08-17 17:44:23,428 - mmaction - INFO - Epoch [91][1660/2505] lr: 3.750e-05, eta: 4:56:55, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0795, loss: 1.0795, grad_norm: 9.1443 2020-08-17 17:44:38,402 - mmaction - INFO - Epoch [91][1680/2505] lr: 3.750e-05, eta: 4:56:40, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9000, loss_cls: 1.0851, loss: 1.0851, grad_norm: 9.2341 2020-08-17 17:44:53,331 - mmaction - INFO - Epoch [91][1700/2505] lr: 3.750e-05, eta: 4:56:25, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.9000, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.2286 2020-08-17 17:45:09,147 - mmaction - INFO - Epoch [91][1720/2505] lr: 3.750e-05, eta: 4:56:10, time: 0.789, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.9005, loss_cls: 1.0889, loss: 1.0889, grad_norm: 9.1465 2020-08-17 17:45:24,198 - mmaction - INFO - Epoch [91][1740/2505] lr: 3.750e-05, eta: 4:55:54, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8911, loss_cls: 1.0811, loss: 1.0811, grad_norm: 9.0028 2020-08-17 17:45:39,363 - mmaction - INFO - Epoch [91][1760/2505] lr: 3.750e-05, eta: 4:55:39, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8807, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.2020 2020-08-17 17:45:54,128 - mmaction - INFO - Epoch [91][1780/2505] lr: 3.750e-05, eta: 4:55:24, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8880, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.5044 2020-08-17 17:46:09,956 - mmaction - INFO - Epoch [91][1800/2505] lr: 3.750e-05, eta: 4:55:09, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8979, loss_cls: 1.0902, loss: 1.0902, grad_norm: 9.0701 2020-08-17 17:46:25,407 - mmaction - INFO - Epoch [91][1820/2505] lr: 3.750e-05, eta: 4:54:53, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8964, loss_cls: 1.0789, loss: 1.0789, grad_norm: 9.2614 2020-08-17 17:46:40,353 - mmaction - INFO - Epoch [91][1840/2505] lr: 3.750e-05, eta: 4:54:38, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9010, loss_cls: 1.0838, loss: 1.0838, grad_norm: 9.1967 2020-08-17 17:46:56,201 - mmaction - INFO - Epoch [91][1860/2505] lr: 3.750e-05, eta: 4:54:23, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8937, loss_cls: 1.1094, loss: 1.1094, grad_norm: 9.0015 2020-08-17 17:47:10,847 - mmaction - INFO - Epoch [91][1880/2505] lr: 3.750e-05, eta: 4:54:08, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0258, loss: 1.0258, grad_norm: 8.8297 2020-08-17 17:47:26,326 - mmaction - INFO - Epoch [91][1900/2505] lr: 3.750e-05, eta: 4:53:53, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0922, loss: 1.0922, grad_norm: 8.9912 2020-08-17 17:47:41,474 - mmaction - INFO - Epoch [91][1920/2505] lr: 3.750e-05, eta: 4:53:37, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.9036, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.0894 2020-08-17 17:47:56,158 - mmaction - INFO - Epoch [91][1940/2505] lr: 3.750e-05, eta: 4:53:22, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8932, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.3328 2020-08-17 17:48:11,132 - mmaction - INFO - Epoch [91][1960/2505] lr: 3.750e-05, eta: 4:53:07, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.3932 2020-08-17 17:48:27,720 - mmaction - INFO - Epoch [91][1980/2505] lr: 3.750e-05, eta: 4:52:52, time: 0.832, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8932, loss_cls: 1.0818, loss: 1.0818, grad_norm: 9.3086 2020-08-17 17:48:43,697 - mmaction - INFO - Epoch [91][2000/2505] lr: 3.750e-05, eta: 4:52:36, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8813, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.0681 2020-08-17 17:48:58,830 - mmaction - INFO - Epoch [91][2020/2505] lr: 3.750e-05, eta: 4:52:21, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8859, loss_cls: 1.1065, loss: 1.1065, grad_norm: 9.0948 2020-08-17 17:49:13,618 - mmaction - INFO - Epoch [91][2040/2505] lr: 3.750e-05, eta: 4:52:06, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9010, loss_cls: 1.0387, loss: 1.0387, grad_norm: 9.0528 2020-08-17 17:49:28,436 - mmaction - INFO - Epoch [91][2060/2505] lr: 3.750e-05, eta: 4:51:51, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8865, loss_cls: 1.0963, loss: 1.0963, grad_norm: 9.0140 2020-08-17 17:49:44,163 - mmaction - INFO - Epoch [91][2080/2505] lr: 3.750e-05, eta: 4:51:36, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8953, loss_cls: 1.0902, loss: 1.0902, grad_norm: 9.1636 2020-08-17 17:49:59,128 - mmaction - INFO - Epoch [91][2100/2505] lr: 3.750e-05, eta: 4:51:20, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9026, loss_cls: 1.0884, loss: 1.0884, grad_norm: 9.1456 2020-08-17 17:50:14,086 - mmaction - INFO - Epoch [91][2120/2505] lr: 3.750e-05, eta: 4:51:05, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8839, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.3131 2020-08-17 17:50:29,805 - mmaction - INFO - Epoch [91][2140/2505] lr: 3.750e-05, eta: 4:50:50, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8917, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.0698 2020-08-17 17:50:44,801 - mmaction - INFO - Epoch [91][2160/2505] lr: 3.750e-05, eta: 4:50:35, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8958, loss_cls: 1.0710, loss: 1.0710, grad_norm: 9.0273 2020-08-17 17:50:59,856 - mmaction - INFO - Epoch [91][2180/2505] lr: 3.750e-05, eta: 4:50:19, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8911, loss_cls: 1.0618, loss: 1.0618, grad_norm: 8.9879 2020-08-17 17:51:16,320 - mmaction - INFO - Epoch [91][2200/2505] lr: 3.750e-05, eta: 4:50:04, time: 0.825, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8943, loss_cls: 1.0476, loss: 1.0476, grad_norm: 8.8791 2020-08-17 17:51:30,685 - mmaction - INFO - Epoch [91][2220/2505] lr: 3.750e-05, eta: 4:49:49, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.2087 2020-08-17 17:51:47,006 - mmaction - INFO - Epoch [91][2240/2505] lr: 3.750e-05, eta: 4:49:34, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8974, loss_cls: 1.0794, loss: 1.0794, grad_norm: 9.0309 2020-08-17 17:52:01,466 - mmaction - INFO - Epoch [91][2260/2505] lr: 3.750e-05, eta: 4:49:18, time: 0.719, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8990, loss_cls: 1.0754, loss: 1.0754, grad_norm: 8.9046 2020-08-17 17:52:16,759 - mmaction - INFO - Epoch [91][2280/2505] lr: 3.750e-05, eta: 4:49:03, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8896, loss_cls: 1.0946, loss: 1.0946, grad_norm: 9.1703 2020-08-17 17:52:32,652 - mmaction - INFO - Epoch [91][2300/2505] lr: 3.750e-05, eta: 4:48:48, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8964, loss_cls: 1.0836, loss: 1.0836, grad_norm: 9.1527 2020-08-17 17:52:47,535 - mmaction - INFO - Epoch [91][2320/2505] lr: 3.750e-05, eta: 4:48:33, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8854, loss_cls: 1.1329, loss: 1.1329, grad_norm: 9.2908 2020-08-17 17:53:02,395 - mmaction - INFO - Epoch [91][2340/2505] lr: 3.750e-05, eta: 4:48:17, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8917, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.1553 2020-08-17 17:53:17,658 - mmaction - INFO - Epoch [91][2360/2505] lr: 3.750e-05, eta: 4:48:02, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8807, loss_cls: 1.1895, loss: 1.1895, grad_norm: 9.3832 2020-08-17 17:53:33,808 - mmaction - INFO - Epoch [91][2380/2505] lr: 3.750e-05, eta: 4:47:47, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8901, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.1084 2020-08-17 17:53:48,219 - mmaction - INFO - Epoch [91][2400/2505] lr: 3.750e-05, eta: 4:47:32, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8880, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.2434 2020-08-17 17:54:04,395 - mmaction - INFO - Epoch [91][2420/2505] lr: 3.750e-05, eta: 4:47:17, time: 0.807, data_time: 0.004, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8818, loss_cls: 1.1372, loss: 1.1372, grad_norm: 9.4023 2020-08-17 17:54:19,057 - mmaction - INFO - Epoch [91][2440/2505] lr: 3.750e-05, eta: 4:47:01, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8932, loss_cls: 1.0983, loss: 1.0983, grad_norm: 9.2044 2020-08-17 17:54:33,942 - mmaction - INFO - Epoch [91][2460/2505] lr: 3.750e-05, eta: 4:46:46, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8885, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.3646 2020-08-17 17:54:48,952 - mmaction - INFO - Epoch [91][2480/2505] lr: 3.750e-05, eta: 4:46:31, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8979, loss_cls: 1.0641, loss: 1.0641, grad_norm: 8.8838 2020-08-17 17:55:05,108 - mmaction - INFO - Epoch [91][2500/2505] lr: 3.750e-05, eta: 4:46:16, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8875, loss_cls: 1.1019, loss: 1.1019, grad_norm: 9.1453 2020-08-17 17:55:08,602 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-08-17 17:55:29,577 - mmaction - INFO - Epoch [92][20/2505] lr: 3.750e-05, eta: 4:45:57, time: 1.031, data_time: 0.406, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9005, loss_cls: 1.0638, loss: 1.0638, grad_norm: 8.9710 2020-08-17 17:55:43,504 - mmaction - INFO - Epoch [92][40/2505] lr: 3.750e-05, eta: 4:45:41, time: 0.696, data_time: 0.002, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8802, loss_cls: 1.1586, loss: 1.1586, grad_norm: 9.2658 2020-08-17 17:55:58,202 - mmaction - INFO - Epoch [92][60/2505] lr: 3.750e-05, eta: 4:45:26, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.3563 2020-08-17 17:56:12,973 - mmaction - INFO - Epoch [92][80/2505] lr: 3.750e-05, eta: 4:45:11, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0669, loss: 1.0669, grad_norm: 9.0886 2020-08-17 17:56:28,446 - mmaction - INFO - Epoch [92][100/2505] lr: 3.750e-05, eta: 4:44:56, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8870, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.4707 2020-08-17 17:56:43,352 - mmaction - INFO - Epoch [92][120/2505] lr: 3.750e-05, eta: 4:44:40, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8927, loss_cls: 1.1039, loss: 1.1039, grad_norm: 9.0291 2020-08-17 17:56:58,066 - mmaction - INFO - Epoch [92][140/2505] lr: 3.750e-05, eta: 4:44:25, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8964, loss_cls: 1.0691, loss: 1.0691, grad_norm: 8.9015 2020-08-17 17:57:13,940 - mmaction - INFO - Epoch [92][160/2505] lr: 3.750e-05, eta: 4:44:10, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8901, loss_cls: 1.1437, loss: 1.1437, grad_norm: 9.2423 2020-08-17 17:57:29,303 - mmaction - INFO - Epoch [92][180/2505] lr: 3.750e-05, eta: 4:43:55, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7500, top5_acc: 0.8943, loss_cls: 1.0710, loss: 1.0710, grad_norm: 8.8819 2020-08-17 17:57:44,288 - mmaction - INFO - Epoch [92][200/2505] lr: 3.750e-05, eta: 4:43:39, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8932, loss_cls: 1.0824, loss: 1.0824, grad_norm: 8.8373 2020-08-17 17:57:59,001 - mmaction - INFO - Epoch [92][220/2505] lr: 3.750e-05, eta: 4:43:24, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8979, loss_cls: 1.0317, loss: 1.0317, grad_norm: 9.0070 2020-08-17 17:58:13,869 - mmaction - INFO - Epoch [92][240/2505] lr: 3.750e-05, eta: 4:43:09, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7594, top5_acc: 0.9026, loss_cls: 0.9947, loss: 0.9947, grad_norm: 8.7662 2020-08-17 17:58:29,216 - mmaction - INFO - Epoch [92][260/2505] lr: 3.750e-05, eta: 4:42:54, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8885, loss_cls: 1.1070, loss: 1.1070, grad_norm: 9.3688 2020-08-17 17:58:43,881 - mmaction - INFO - Epoch [92][280/2505] lr: 3.750e-05, eta: 4:42:38, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7599, top5_acc: 0.9000, loss_cls: 1.0008, loss: 1.0008, grad_norm: 8.8189 2020-08-17 17:58:59,034 - mmaction - INFO - Epoch [92][300/2505] lr: 3.750e-05, eta: 4:42:23, time: 0.758, data_time: 0.001, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9021, loss_cls: 1.0601, loss: 1.0601, grad_norm: 9.0174 2020-08-17 17:59:14,509 - mmaction - INFO - Epoch [92][320/2505] lr: 3.750e-05, eta: 4:42:08, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.0301 2020-08-17 17:59:29,357 - mmaction - INFO - Epoch [92][340/2505] lr: 3.750e-05, eta: 4:41:53, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0829, loss: 1.0829, grad_norm: 9.0562 2020-08-17 17:59:44,141 - mmaction - INFO - Epoch [92][360/2505] lr: 3.750e-05, eta: 4:41:37, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8818, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.2039 2020-08-17 17:59:59,101 - mmaction - INFO - Epoch [92][380/2505] lr: 3.750e-05, eta: 4:41:22, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8813, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.5552 2020-08-17 18:00:14,884 - mmaction - INFO - Epoch [92][400/2505] lr: 3.750e-05, eta: 4:41:07, time: 0.782, data_time: 0.002, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8786, loss_cls: 1.1395, loss: 1.1395, grad_norm: 9.1319 2020-08-17 18:00:29,946 - mmaction - INFO - Epoch [92][420/2505] lr: 3.750e-05, eta: 4:40:52, time: 0.758, data_time: 0.021, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8849, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.3107 2020-08-17 18:00:44,828 - mmaction - INFO - Epoch [92][440/2505] lr: 3.750e-05, eta: 4:40:36, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8990, loss_cls: 1.0920, loss: 1.0920, grad_norm: 9.5229 2020-08-17 18:01:00,189 - mmaction - INFO - Epoch [92][460/2505] lr: 3.750e-05, eta: 4:40:21, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8948, loss_cls: 1.0903, loss: 1.0903, grad_norm: 9.1551 2020-08-17 18:01:15,342 - mmaction - INFO - Epoch [92][480/2505] lr: 3.750e-05, eta: 4:40:06, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8937, loss_cls: 1.0766, loss: 1.0766, grad_norm: 8.7481 2020-08-17 18:01:30,144 - mmaction - INFO - Epoch [92][500/2505] lr: 3.750e-05, eta: 4:39:51, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.7557, top5_acc: 0.9125, loss_cls: 1.0189, loss: 1.0189, grad_norm: 8.9022 2020-08-17 18:01:45,005 - mmaction - INFO - Epoch [92][520/2505] lr: 3.750e-05, eta: 4:39:35, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.9036, loss_cls: 1.0419, loss: 1.0419, grad_norm: 8.9430 2020-08-17 18:02:00,143 - mmaction - INFO - Epoch [92][540/2505] lr: 3.750e-05, eta: 4:39:20, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0605, loss: 1.0605, grad_norm: 8.9684 2020-08-17 18:02:15,286 - mmaction - INFO - Epoch [92][560/2505] lr: 3.750e-05, eta: 4:39:05, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8875, loss_cls: 1.1020, loss: 1.1020, grad_norm: 9.0982 2020-08-17 18:02:30,958 - mmaction - INFO - Epoch [92][580/2505] lr: 3.750e-05, eta: 4:38:50, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8927, loss_cls: 1.0593, loss: 1.0593, grad_norm: 8.9471 2020-08-17 18:02:45,400 - mmaction - INFO - Epoch [92][600/2505] lr: 3.750e-05, eta: 4:38:34, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9031, loss_cls: 1.0291, loss: 1.0291, grad_norm: 9.0545 2020-08-17 18:03:00,359 - mmaction - INFO - Epoch [92][620/2505] lr: 3.750e-05, eta: 4:38:19, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8938, loss_cls: 1.0941, loss: 1.0941, grad_norm: 8.9213 2020-08-17 18:03:15,495 - mmaction - INFO - Epoch [92][640/2505] lr: 3.750e-05, eta: 4:38:04, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8964, loss_cls: 1.0642, loss: 1.0642, grad_norm: 9.0172 2020-08-17 18:03:30,897 - mmaction - INFO - Epoch [92][660/2505] lr: 3.750e-05, eta: 4:37:49, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8969, loss_cls: 1.0838, loss: 1.0838, grad_norm: 9.1795 2020-08-17 18:03:45,530 - mmaction - INFO - Epoch [92][680/2505] lr: 3.750e-05, eta: 4:37:33, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8823, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.3534 2020-08-17 18:04:02,175 - mmaction - INFO - Epoch [92][700/2505] lr: 3.750e-05, eta: 4:37:18, time: 0.832, data_time: 0.002, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8948, loss_cls: 1.0787, loss: 1.0787, grad_norm: 9.0353 2020-08-17 18:04:16,551 - mmaction - INFO - Epoch [92][720/2505] lr: 3.750e-05, eta: 4:37:03, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8964, loss_cls: 1.0842, loss: 1.0842, grad_norm: 9.2566 2020-08-17 18:04:31,293 - mmaction - INFO - Epoch [92][740/2505] lr: 3.750e-05, eta: 4:36:48, time: 0.738, data_time: 0.003, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.4399 2020-08-17 18:04:46,395 - mmaction - INFO - Epoch [92][760/2505] lr: 3.750e-05, eta: 4:36:32, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8880, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.3142 2020-08-17 18:05:01,242 - mmaction - INFO - Epoch [92][780/2505] lr: 3.750e-05, eta: 4:36:17, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9010, loss_cls: 1.0411, loss: 1.0411, grad_norm: 8.9141 2020-08-17 18:05:16,067 - mmaction - INFO - Epoch [92][800/2505] lr: 3.750e-05, eta: 4:36:02, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9005, loss_cls: 1.0590, loss: 1.0590, grad_norm: 8.9592 2020-08-17 18:05:31,080 - mmaction - INFO - Epoch [92][820/2505] lr: 3.750e-05, eta: 4:35:47, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8927, loss_cls: 1.0998, loss: 1.0998, grad_norm: 9.3434 2020-08-17 18:05:46,103 - mmaction - INFO - Epoch [92][840/2505] lr: 3.750e-05, eta: 4:35:31, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8938, loss_cls: 1.0841, loss: 1.0841, grad_norm: 9.3982 2020-08-17 18:06:00,942 - mmaction - INFO - Epoch [92][860/2505] lr: 3.750e-05, eta: 4:35:16, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8943, loss_cls: 1.1318, loss: 1.1318, grad_norm: 9.3142 2020-08-17 18:06:15,982 - mmaction - INFO - Epoch [92][880/2505] lr: 3.750e-05, eta: 4:35:01, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9021, loss_cls: 1.0451, loss: 1.0451, grad_norm: 9.1596 2020-08-17 18:06:30,945 - mmaction - INFO - Epoch [92][900/2505] lr: 3.750e-05, eta: 4:34:46, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8932, loss_cls: 1.0797, loss: 1.0797, grad_norm: 9.1499 2020-08-17 18:06:45,771 - mmaction - INFO - Epoch [92][920/2505] lr: 3.750e-05, eta: 4:34:30, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7479, top5_acc: 0.9000, loss_cls: 1.0319, loss: 1.0319, grad_norm: 8.8473 2020-08-17 18:07:00,897 - mmaction - INFO - Epoch [92][940/2505] lr: 3.750e-05, eta: 4:34:15, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8979, loss_cls: 1.0711, loss: 1.0711, grad_norm: 8.9727 2020-08-17 18:07:16,303 - mmaction - INFO - Epoch [92][960/2505] lr: 3.750e-05, eta: 4:34:00, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8880, loss_cls: 1.0755, loss: 1.0755, grad_norm: 9.0127 2020-08-17 18:07:31,010 - mmaction - INFO - Epoch [92][980/2505] lr: 3.750e-05, eta: 4:33:45, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8953, loss_cls: 1.0913, loss: 1.0913, grad_norm: 9.2470 2020-08-17 18:07:46,963 - mmaction - INFO - Epoch [92][1000/2505] lr: 3.750e-05, eta: 4:33:29, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.1376 2020-08-17 18:08:02,139 - mmaction - INFO - Epoch [92][1020/2505] lr: 3.750e-05, eta: 4:33:14, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8849, loss_cls: 1.1362, loss: 1.1362, grad_norm: 9.2507 2020-08-17 18:08:17,465 - mmaction - INFO - Epoch [92][1040/2505] lr: 3.750e-05, eta: 4:32:59, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8901, loss_cls: 1.0896, loss: 1.0896, grad_norm: 9.2736 2020-08-17 18:08:32,050 - mmaction - INFO - Epoch [92][1060/2505] lr: 3.750e-05, eta: 4:32:44, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8964, loss_cls: 1.0943, loss: 1.0943, grad_norm: 9.1878 2020-08-17 18:08:47,824 - mmaction - INFO - Epoch [92][1080/2505] lr: 3.750e-05, eta: 4:32:29, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.9010, loss_cls: 1.0742, loss: 1.0742, grad_norm: 9.2569 2020-08-17 18:09:02,312 - mmaction - INFO - Epoch [92][1100/2505] lr: 3.750e-05, eta: 4:32:13, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1247, loss: 1.1247, grad_norm: 9.3164 2020-08-17 18:09:17,079 - mmaction - INFO - Epoch [92][1120/2505] lr: 3.750e-05, eta: 4:31:58, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8958, loss_cls: 1.0649, loss: 1.0649, grad_norm: 9.0715 2020-08-17 18:09:32,946 - mmaction - INFO - Epoch [92][1140/2505] lr: 3.750e-05, eta: 4:31:43, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8911, loss_cls: 1.0881, loss: 1.0881, grad_norm: 9.1038 2020-08-17 18:09:46,907 - mmaction - INFO - Epoch [92][1160/2505] lr: 3.750e-05, eta: 4:31:27, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9021, loss_cls: 1.0122, loss: 1.0122, grad_norm: 9.0485 2020-08-17 18:10:01,938 - mmaction - INFO - Epoch [92][1180/2505] lr: 3.750e-05, eta: 4:31:12, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8911, loss_cls: 1.0946, loss: 1.0946, grad_norm: 9.3814 2020-08-17 18:10:16,726 - mmaction - INFO - Epoch [92][1200/2505] lr: 3.750e-05, eta: 4:30:57, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8995, loss_cls: 1.0820, loss: 1.0820, grad_norm: 9.2150 2020-08-17 18:10:32,867 - mmaction - INFO - Epoch [92][1220/2505] lr: 3.750e-05, eta: 4:30:42, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8844, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.3703 2020-08-17 18:10:47,491 - mmaction - INFO - Epoch [92][1240/2505] lr: 3.750e-05, eta: 4:30:26, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.9099, loss_cls: 1.0559, loss: 1.0559, grad_norm: 9.1382 2020-08-17 18:11:03,119 - mmaction - INFO - Epoch [92][1260/2505] lr: 3.750e-05, eta: 4:30:11, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8943, loss_cls: 1.0782, loss: 1.0782, grad_norm: 8.9584 2020-08-17 18:11:17,310 - mmaction - INFO - Epoch [92][1280/2505] lr: 3.750e-05, eta: 4:29:56, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9349, loss: 0.9349, grad_norm: 8.4522 2020-08-17 18:11:32,009 - mmaction - INFO - Epoch [92][1300/2505] lr: 3.750e-05, eta: 4:29:41, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8906, loss_cls: 1.0577, loss: 1.0577, grad_norm: 8.8250 2020-08-17 18:11:47,923 - mmaction - INFO - Epoch [92][1320/2505] lr: 3.750e-05, eta: 4:29:25, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8969, loss_cls: 1.0778, loss: 1.0778, grad_norm: 8.9298 2020-08-17 18:12:01,898 - mmaction - INFO - Epoch [92][1340/2505] lr: 3.750e-05, eta: 4:29:10, time: 0.699, data_time: 0.002, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9021, loss_cls: 1.0094, loss: 1.0094, grad_norm: 8.5985 2020-08-17 18:12:16,895 - mmaction - INFO - Epoch [92][1360/2505] lr: 3.750e-05, eta: 4:28:55, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8990, loss_cls: 1.0653, loss: 1.0653, grad_norm: 9.0154 2020-08-17 18:12:33,134 - mmaction - INFO - Epoch [92][1380/2505] lr: 3.750e-05, eta: 4:28:40, time: 0.814, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8948, loss_cls: 1.0802, loss: 1.0802, grad_norm: 8.9565 2020-08-17 18:12:48,036 - mmaction - INFO - Epoch [92][1400/2505] lr: 3.750e-05, eta: 4:28:24, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8990, loss_cls: 1.0236, loss: 1.0236, grad_norm: 8.5680 2020-08-17 18:13:02,585 - mmaction - INFO - Epoch [92][1420/2505] lr: 3.750e-05, eta: 4:28:09, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8948, loss_cls: 1.1000, loss: 1.1000, grad_norm: 9.2676 2020-08-17 18:13:17,571 - mmaction - INFO - Epoch [92][1440/2505] lr: 3.750e-05, eta: 4:27:54, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8995, loss_cls: 1.0595, loss: 1.0595, grad_norm: 9.0449 2020-08-17 18:13:32,898 - mmaction - INFO - Epoch [92][1460/2505] lr: 3.750e-05, eta: 4:27:39, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8974, loss_cls: 1.0476, loss: 1.0476, grad_norm: 8.8547 2020-08-17 18:13:47,457 - mmaction - INFO - Epoch [92][1480/2505] lr: 3.750e-05, eta: 4:27:23, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0786, loss: 1.0786, grad_norm: 8.8514 2020-08-17 18:14:01,960 - mmaction - INFO - Epoch [92][1500/2505] lr: 3.750e-05, eta: 4:27:08, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.0824, loss: 1.0824, grad_norm: 8.9255 2020-08-17 18:14:17,500 - mmaction - INFO - Epoch [92][1520/2505] lr: 3.750e-05, eta: 4:26:53, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8859, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.5674 2020-08-17 18:14:32,614 - mmaction - INFO - Epoch [92][1540/2505] lr: 3.750e-05, eta: 4:26:38, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8948, loss_cls: 1.0604, loss: 1.0604, grad_norm: 8.8481 2020-08-17 18:14:46,929 - mmaction - INFO - Epoch [92][1560/2505] lr: 3.750e-05, eta: 4:26:22, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.7583, top5_acc: 0.9073, loss_cls: 1.0076, loss: 1.0076, grad_norm: 8.8285 2020-08-17 18:15:01,731 - mmaction - INFO - Epoch [92][1580/2505] lr: 3.750e-05, eta: 4:26:07, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8927, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.2107 2020-08-17 18:15:16,435 - mmaction - INFO - Epoch [92][1600/2505] lr: 3.750e-05, eta: 4:25:52, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7568, top5_acc: 0.9010, loss_cls: 0.9969, loss: 0.9969, grad_norm: 8.7553 2020-08-17 18:15:31,990 - mmaction - INFO - Epoch [92][1620/2505] lr: 3.750e-05, eta: 4:25:37, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.4662 2020-08-17 18:15:46,269 - mmaction - INFO - Epoch [92][1640/2505] lr: 3.750e-05, eta: 4:25:21, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8901, loss_cls: 1.0886, loss: 1.0886, grad_norm: 8.9942 2020-08-17 18:16:01,728 - mmaction - INFO - Epoch [92][1660/2505] lr: 3.750e-05, eta: 4:25:06, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.0897, loss: 1.0897, grad_norm: 9.2654 2020-08-17 18:16:17,418 - mmaction - INFO - Epoch [92][1680/2505] lr: 3.750e-05, eta: 4:24:51, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9047, loss_cls: 1.0449, loss: 1.0449, grad_norm: 9.0933 2020-08-17 18:16:31,695 - mmaction - INFO - Epoch [92][1700/2505] lr: 3.750e-05, eta: 4:24:36, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8995, loss_cls: 1.1000, loss: 1.1000, grad_norm: 9.3258 2020-08-17 18:16:46,318 - mmaction - INFO - Epoch [92][1720/2505] lr: 3.750e-05, eta: 4:24:20, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8854, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.2523 2020-08-17 18:17:01,160 - mmaction - INFO - Epoch [92][1740/2505] lr: 3.750e-05, eta: 4:24:05, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8797, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.3363 2020-08-17 18:17:16,469 - mmaction - INFO - Epoch [92][1760/2505] lr: 3.750e-05, eta: 4:23:50, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8828, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.1031 2020-08-17 18:17:30,929 - mmaction - INFO - Epoch [92][1780/2505] lr: 3.750e-05, eta: 4:23:34, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8885, loss_cls: 1.0840, loss: 1.0840, grad_norm: 9.1438 2020-08-17 18:17:45,609 - mmaction - INFO - Epoch [92][1800/2505] lr: 3.750e-05, eta: 4:23:19, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0420, loss: 1.0420, grad_norm: 8.8709 2020-08-17 18:18:00,505 - mmaction - INFO - Epoch [92][1820/2505] lr: 3.750e-05, eta: 4:23:04, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0857, loss: 1.0857, grad_norm: 9.1368 2020-08-17 18:18:15,050 - mmaction - INFO - Epoch [92][1840/2505] lr: 3.750e-05, eta: 4:22:49, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.1777 2020-08-17 18:18:30,177 - mmaction - INFO - Epoch [92][1860/2505] lr: 3.750e-05, eta: 4:22:33, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8911, loss_cls: 1.1017, loss: 1.1017, grad_norm: 9.2223 2020-08-17 18:18:44,757 - mmaction - INFO - Epoch [92][1880/2505] lr: 3.750e-05, eta: 4:22:18, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8948, loss_cls: 1.0640, loss: 1.0640, grad_norm: 8.8815 2020-08-17 18:18:59,886 - mmaction - INFO - Epoch [92][1900/2505] lr: 3.750e-05, eta: 4:22:03, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8927, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.1702 2020-08-17 18:19:14,542 - mmaction - INFO - Epoch [92][1920/2505] lr: 3.750e-05, eta: 4:21:48, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8927, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.1659 2020-08-17 18:19:29,645 - mmaction - INFO - Epoch [92][1940/2505] lr: 3.750e-05, eta: 4:21:32, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8891, loss_cls: 1.1019, loss: 1.1019, grad_norm: 8.9603 2020-08-17 18:19:44,007 - mmaction - INFO - Epoch [92][1960/2505] lr: 3.750e-05, eta: 4:21:17, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8875, loss_cls: 1.0921, loss: 1.0921, grad_norm: 8.8984 2020-08-17 18:19:58,708 - mmaction - INFO - Epoch [92][1980/2505] lr: 3.750e-05, eta: 4:21:02, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8917, loss_cls: 1.0788, loss: 1.0788, grad_norm: 8.9786 2020-08-17 18:20:13,401 - mmaction - INFO - Epoch [92][2000/2505] lr: 3.750e-05, eta: 4:20:46, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1194, loss: 1.1194, grad_norm: 9.2599 2020-08-17 18:20:28,707 - mmaction - INFO - Epoch [92][2020/2505] lr: 3.750e-05, eta: 4:20:31, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9005, loss_cls: 1.0566, loss: 1.0566, grad_norm: 9.0086 2020-08-17 18:20:43,189 - mmaction - INFO - Epoch [92][2040/2505] lr: 3.750e-05, eta: 4:20:16, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8927, loss_cls: 1.1289, loss: 1.1289, grad_norm: 9.2030 2020-08-17 18:20:58,057 - mmaction - INFO - Epoch [92][2060/2505] lr: 3.750e-05, eta: 4:20:01, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8948, loss_cls: 1.0750, loss: 1.0750, grad_norm: 8.9168 2020-08-17 18:21:13,743 - mmaction - INFO - Epoch [92][2080/2505] lr: 3.750e-05, eta: 4:19:45, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.1216, loss: 1.1216, grad_norm: 9.0827 2020-08-17 18:21:28,455 - mmaction - INFO - Epoch [92][2100/2505] lr: 3.750e-05, eta: 4:19:30, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8818, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.0377 2020-08-17 18:21:43,313 - mmaction - INFO - Epoch [92][2120/2505] lr: 3.750e-05, eta: 4:19:15, time: 0.742, data_time: 0.002, memory: 8343, top1_acc: 0.7526, top5_acc: 0.8964, loss_cls: 1.0667, loss: 1.0667, grad_norm: 8.9133 2020-08-17 18:21:58,527 - mmaction - INFO - Epoch [92][2140/2505] lr: 3.750e-05, eta: 4:19:00, time: 0.762, data_time: 0.003, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9031, loss_cls: 1.0431, loss: 1.0431, grad_norm: 8.9874 2020-08-17 18:22:13,320 - mmaction - INFO - Epoch [92][2160/2505] lr: 3.750e-05, eta: 4:18:44, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8979, loss_cls: 1.0703, loss: 1.0703, grad_norm: 9.0700 2020-08-17 18:22:28,372 - mmaction - INFO - Epoch [92][2180/2505] lr: 3.750e-05, eta: 4:18:29, time: 0.754, data_time: 0.003, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8849, loss_cls: 1.1075, loss: 1.1075, grad_norm: 9.0446 2020-08-17 18:22:42,857 - mmaction - INFO - Epoch [92][2200/2505] lr: 3.750e-05, eta: 4:18:14, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8937, loss_cls: 1.0705, loss: 1.0705, grad_norm: 9.0912 2020-08-17 18:22:58,416 - mmaction - INFO - Epoch [92][2220/2505] lr: 3.750e-05, eta: 4:17:59, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8833, loss_cls: 1.1420, loss: 1.1420, grad_norm: 9.0542 2020-08-17 18:23:12,618 - mmaction - INFO - Epoch [92][2240/2505] lr: 3.750e-05, eta: 4:17:43, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8922, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.3289 2020-08-17 18:23:27,656 - mmaction - INFO - Epoch [92][2260/2505] lr: 3.750e-05, eta: 4:17:28, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8948, loss_cls: 1.0969, loss: 1.0969, grad_norm: 8.9909 2020-08-17 18:23:42,227 - mmaction - INFO - Epoch [92][2280/2505] lr: 3.750e-05, eta: 4:17:13, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8943, loss_cls: 1.0900, loss: 1.0900, grad_norm: 8.8906 2020-08-17 18:23:58,425 - mmaction - INFO - Epoch [92][2300/2505] lr: 3.750e-05, eta: 4:16:58, time: 0.809, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8901, loss_cls: 1.1313, loss: 1.1313, grad_norm: 9.2732 2020-08-17 18:24:12,494 - mmaction - INFO - Epoch [92][2320/2505] lr: 3.750e-05, eta: 4:16:42, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.7526, top5_acc: 0.8932, loss_cls: 1.0662, loss: 1.0662, grad_norm: 8.8110 2020-08-17 18:24:27,159 - mmaction - INFO - Epoch [92][2340/2505] lr: 3.750e-05, eta: 4:16:27, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9125, loss_cls: 0.9999, loss: 0.9999, grad_norm: 8.7262 2020-08-17 18:24:41,919 - mmaction - INFO - Epoch [92][2360/2505] lr: 3.750e-05, eta: 4:16:12, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8964, loss_cls: 1.0821, loss: 1.0821, grad_norm: 9.3669 2020-08-17 18:24:57,280 - mmaction - INFO - Epoch [92][2380/2505] lr: 3.750e-05, eta: 4:15:57, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8865, loss_cls: 1.1194, loss: 1.1194, grad_norm: 9.2234 2020-08-17 18:25:12,275 - mmaction - INFO - Epoch [92][2400/2505] lr: 3.750e-05, eta: 4:15:41, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8839, loss_cls: 1.0823, loss: 1.0823, grad_norm: 9.1224 2020-08-17 18:25:26,369 - mmaction - INFO - Epoch [92][2420/2505] lr: 3.750e-05, eta: 4:15:26, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9057, loss_cls: 1.0543, loss: 1.0543, grad_norm: 9.0645 2020-08-17 18:25:41,105 - mmaction - INFO - Epoch [92][2440/2505] lr: 3.750e-05, eta: 4:15:11, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8995, loss_cls: 1.0228, loss: 1.0228, grad_norm: 8.8500 2020-08-17 18:25:55,802 - mmaction - INFO - Epoch [92][2460/2505] lr: 3.750e-05, eta: 4:14:55, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9005, loss_cls: 1.1069, loss: 1.1069, grad_norm: 9.3002 2020-08-17 18:26:10,879 - mmaction - INFO - Epoch [92][2480/2505] lr: 3.750e-05, eta: 4:14:40, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8760, loss_cls: 1.1184, loss: 1.1184, grad_norm: 8.9954 2020-08-17 18:26:25,854 - mmaction - INFO - Epoch [92][2500/2505] lr: 3.750e-05, eta: 4:14:25, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8979, loss_cls: 1.0496, loss: 1.0496, grad_norm: 9.0317 2020-08-17 18:26:29,487 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-08-17 18:26:54,457 - mmaction - INFO - Epoch [93][20/2505] lr: 3.750e-05, eta: 4:14:06, time: 1.223, data_time: 0.582, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8969, loss_cls: 1.1237, loss: 1.1237, grad_norm: 9.2041 2020-08-17 18:27:07,293 - mmaction - INFO - Epoch [93][40/2505] lr: 3.750e-05, eta: 4:13:51, time: 0.640, data_time: 0.003, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8906, loss_cls: 1.1018, loss: 1.1018, grad_norm: 9.2817 2020-08-17 18:27:21,214 - mmaction - INFO - Epoch [93][60/2505] lr: 3.750e-05, eta: 4:13:36, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8953, loss_cls: 1.0918, loss: 1.0918, grad_norm: 9.0273 2020-08-17 18:27:35,616 - mmaction - INFO - Epoch [93][80/2505] lr: 3.750e-05, eta: 4:13:20, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1062, loss: 1.1062, grad_norm: 9.2868 2020-08-17 18:27:50,975 - mmaction - INFO - Epoch [93][100/2505] lr: 3.750e-05, eta: 4:13:05, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8844, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.3480 2020-08-17 18:28:05,414 - mmaction - INFO - Epoch [93][120/2505] lr: 3.750e-05, eta: 4:12:50, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8958, loss_cls: 1.1060, loss: 1.1060, grad_norm: 9.1232 2020-08-17 18:28:21,062 - mmaction - INFO - Epoch [93][140/2505] lr: 3.750e-05, eta: 4:12:35, time: 0.781, data_time: 0.004, memory: 8343, top1_acc: 0.7578, top5_acc: 0.9083, loss_cls: 0.9852, loss: 0.9852, grad_norm: 8.7271 2020-08-17 18:28:35,452 - mmaction - INFO - Epoch [93][160/2505] lr: 3.750e-05, eta: 4:12:19, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8974, loss_cls: 1.0583, loss: 1.0583, grad_norm: 8.8729 2020-08-17 18:28:50,636 - mmaction - INFO - Epoch [93][180/2505] lr: 3.750e-05, eta: 4:12:04, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8922, loss_cls: 1.0944, loss: 1.0944, grad_norm: 9.2393 2020-08-17 18:29:06,249 - mmaction - INFO - Epoch [93][200/2505] lr: 3.750e-05, eta: 4:11:49, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8901, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.2699 2020-08-17 18:29:20,227 - mmaction - INFO - Epoch [93][220/2505] lr: 3.750e-05, eta: 4:11:33, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9010, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.0060 2020-08-17 18:29:35,342 - mmaction - INFO - Epoch [93][240/2505] lr: 3.750e-05, eta: 4:11:18, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0795, loss: 1.0795, grad_norm: 9.2100 2020-08-17 18:29:50,645 - mmaction - INFO - Epoch [93][260/2505] lr: 3.750e-05, eta: 4:11:03, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7531, top5_acc: 0.9005, loss_cls: 1.0537, loss: 1.0537, grad_norm: 8.9347 2020-08-17 18:30:05,565 - mmaction - INFO - Epoch [93][280/2505] lr: 3.750e-05, eta: 4:10:48, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8974, loss_cls: 1.0457, loss: 1.0457, grad_norm: 9.0271 2020-08-17 18:30:20,788 - mmaction - INFO - Epoch [93][300/2505] lr: 3.750e-05, eta: 4:10:33, time: 0.760, data_time: 0.003, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8964, loss_cls: 1.0671, loss: 1.0671, grad_norm: 8.9266 2020-08-17 18:30:35,158 - mmaction - INFO - Epoch [93][320/2505] lr: 3.750e-05, eta: 4:10:17, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.0897, loss: 1.0897, grad_norm: 9.0263 2020-08-17 18:30:50,150 - mmaction - INFO - Epoch [93][340/2505] lr: 3.750e-05, eta: 4:10:02, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8891, loss_cls: 1.1220, loss: 1.1220, grad_norm: 9.3425 2020-08-17 18:31:04,602 - mmaction - INFO - Epoch [93][360/2505] lr: 3.750e-05, eta: 4:09:47, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8911, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.5285 2020-08-17 18:31:19,518 - mmaction - INFO - Epoch [93][380/2505] lr: 3.750e-05, eta: 4:09:31, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8969, loss_cls: 1.0749, loss: 1.0749, grad_norm: 8.9817 2020-08-17 18:31:34,028 - mmaction - INFO - Epoch [93][400/2505] lr: 3.750e-05, eta: 4:09:16, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8974, loss_cls: 1.0443, loss: 1.0443, grad_norm: 8.9605 2020-08-17 18:31:48,772 - mmaction - INFO - Epoch [93][420/2505] lr: 3.750e-05, eta: 4:09:01, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8932, loss_cls: 1.0798, loss: 1.0798, grad_norm: 9.0864 2020-08-17 18:32:04,667 - mmaction - INFO - Epoch [93][440/2505] lr: 3.750e-05, eta: 4:08:46, time: 0.799, data_time: 0.007, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0814, loss: 1.0814, grad_norm: 9.0582 2020-08-17 18:32:18,609 - mmaction - INFO - Epoch [93][460/2505] lr: 3.750e-05, eta: 4:08:30, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8948, loss_cls: 1.0739, loss: 1.0739, grad_norm: 8.9955 2020-08-17 18:32:33,124 - mmaction - INFO - Epoch [93][480/2505] lr: 3.750e-05, eta: 4:08:15, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8917, loss_cls: 1.0741, loss: 1.0741, grad_norm: 9.0004 2020-08-17 18:32:48,453 - mmaction - INFO - Epoch [93][500/2505] lr: 3.750e-05, eta: 4:08:00, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1092, loss: 1.1092, grad_norm: 8.9750 2020-08-17 18:33:03,484 - mmaction - INFO - Epoch [93][520/2505] lr: 3.750e-05, eta: 4:07:45, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8802, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.1578 2020-08-17 18:33:18,662 - mmaction - INFO - Epoch [93][540/2505] lr: 3.750e-05, eta: 4:07:29, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8927, loss_cls: 1.1225, loss: 1.1225, grad_norm: 9.4690 2020-08-17 18:33:33,613 - mmaction - INFO - Epoch [93][560/2505] lr: 3.750e-05, eta: 4:07:14, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8948, loss_cls: 1.0783, loss: 1.0783, grad_norm: 9.5454 2020-08-17 18:33:48,124 - mmaction - INFO - Epoch [93][580/2505] lr: 3.750e-05, eta: 4:06:59, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9016, loss_cls: 1.0157, loss: 1.0157, grad_norm: 8.7602 2020-08-17 18:34:02,968 - mmaction - INFO - Epoch [93][600/2505] lr: 3.750e-05, eta: 4:06:44, time: 0.744, data_time: 0.008, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8943, loss_cls: 1.0756, loss: 1.0756, grad_norm: 9.0907 2020-08-17 18:34:17,713 - mmaction - INFO - Epoch [93][620/2505] lr: 3.750e-05, eta: 4:06:28, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8943, loss_cls: 1.1021, loss: 1.1021, grad_norm: 9.2333 2020-08-17 18:34:32,264 - mmaction - INFO - Epoch [93][640/2505] lr: 3.750e-05, eta: 4:06:13, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8964, loss_cls: 1.0765, loss: 1.0765, grad_norm: 9.1878 2020-08-17 18:34:46,954 - mmaction - INFO - Epoch [93][660/2505] lr: 3.750e-05, eta: 4:05:58, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8885, loss_cls: 1.0749, loss: 1.0749, grad_norm: 9.0094 2020-08-17 18:35:01,889 - mmaction - INFO - Epoch [93][680/2505] lr: 3.750e-05, eta: 4:05:42, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8839, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.1093 2020-08-17 18:35:16,584 - mmaction - INFO - Epoch [93][700/2505] lr: 3.750e-05, eta: 4:05:27, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9036, loss_cls: 1.0713, loss: 1.0713, grad_norm: 9.2845 2020-08-17 18:35:31,425 - mmaction - INFO - Epoch [93][720/2505] lr: 3.750e-05, eta: 4:05:12, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1092, loss: 1.1092, grad_norm: 9.3311 2020-08-17 18:35:47,232 - mmaction - INFO - Epoch [93][740/2505] lr: 3.750e-05, eta: 4:04:57, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8932, loss_cls: 1.1145, loss: 1.1145, grad_norm: 9.2531 2020-08-17 18:36:02,234 - mmaction - INFO - Epoch [93][760/2505] lr: 3.750e-05, eta: 4:04:41, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8979, loss_cls: 1.0379, loss: 1.0379, grad_norm: 8.8469 2020-08-17 18:36:16,387 - mmaction - INFO - Epoch [93][780/2505] lr: 3.750e-05, eta: 4:04:26, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.1144, loss: 1.1144, grad_norm: 9.3967 2020-08-17 18:36:31,047 - mmaction - INFO - Epoch [93][800/2505] lr: 3.750e-05, eta: 4:04:11, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0517, loss: 1.0517, grad_norm: 9.0402 2020-08-17 18:36:45,932 - mmaction - INFO - Epoch [93][820/2505] lr: 3.750e-05, eta: 4:03:56, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8906, loss_cls: 1.0614, loss: 1.0614, grad_norm: 8.8488 2020-08-17 18:37:00,808 - mmaction - INFO - Epoch [93][840/2505] lr: 3.750e-05, eta: 4:03:40, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8937, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.1453 2020-08-17 18:37:15,502 - mmaction - INFO - Epoch [93][860/2505] lr: 3.750e-05, eta: 4:03:25, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0802, loss: 1.0802, grad_norm: 9.0859 2020-08-17 18:37:30,597 - mmaction - INFO - Epoch [93][880/2505] lr: 3.750e-05, eta: 4:03:10, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8786, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.4453 2020-08-17 18:37:45,131 - mmaction - INFO - Epoch [93][900/2505] lr: 3.750e-05, eta: 4:02:55, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8859, loss_cls: 1.1045, loss: 1.1045, grad_norm: 9.0694 2020-08-17 18:37:59,745 - mmaction - INFO - Epoch [93][920/2505] lr: 3.750e-05, eta: 4:02:39, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8964, loss_cls: 1.0495, loss: 1.0495, grad_norm: 8.8705 2020-08-17 18:38:14,475 - mmaction - INFO - Epoch [93][940/2505] lr: 3.750e-05, eta: 4:02:24, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8807, loss_cls: 1.0947, loss: 1.0947, grad_norm: 8.8817 2020-08-17 18:38:29,714 - mmaction - INFO - Epoch [93][960/2505] lr: 3.750e-05, eta: 4:02:09, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8990, loss_cls: 1.0492, loss: 1.0492, grad_norm: 9.1183 2020-08-17 18:38:45,092 - mmaction - INFO - Epoch [93][980/2505] lr: 3.750e-05, eta: 4:01:54, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8937, loss_cls: 1.0869, loss: 1.0869, grad_norm: 9.1061 2020-08-17 18:38:59,557 - mmaction - INFO - Epoch [93][1000/2505] lr: 3.750e-05, eta: 4:01:38, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8911, loss_cls: 1.0788, loss: 1.0788, grad_norm: 9.0005 2020-08-17 18:39:14,153 - mmaction - INFO - Epoch [93][1020/2505] lr: 3.750e-05, eta: 4:01:23, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8990, loss_cls: 1.1156, loss: 1.1156, grad_norm: 9.2933 2020-08-17 18:39:29,070 - mmaction - INFO - Epoch [93][1040/2505] lr: 3.750e-05, eta: 4:01:08, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8943, loss_cls: 1.0665, loss: 1.0665, grad_norm: 8.8569 2020-08-17 18:39:43,749 - mmaction - INFO - Epoch [93][1060/2505] lr: 3.750e-05, eta: 4:00:52, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8844, loss_cls: 1.1288, loss: 1.1288, grad_norm: 9.2052 2020-08-17 18:39:58,113 - mmaction - INFO - Epoch [93][1080/2505] lr: 3.750e-05, eta: 4:00:37, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 1.0291, loss: 1.0291, grad_norm: 8.8624 2020-08-17 18:40:13,910 - mmaction - INFO - Epoch [93][1100/2505] lr: 3.750e-05, eta: 4:00:22, time: 0.788, data_time: 0.006, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8932, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.3395 2020-08-17 18:40:28,218 - mmaction - INFO - Epoch [93][1120/2505] lr: 3.750e-05, eta: 4:00:07, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.3098 2020-08-17 18:40:43,697 - mmaction - INFO - Epoch [93][1140/2505] lr: 3.750e-05, eta: 3:59:51, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8964, loss_cls: 1.0686, loss: 1.0686, grad_norm: 9.0144 2020-08-17 18:40:58,473 - mmaction - INFO - Epoch [93][1160/2505] lr: 3.750e-05, eta: 3:59:36, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8964, loss_cls: 1.0659, loss: 1.0659, grad_norm: 9.1056 2020-08-17 18:41:13,431 - mmaction - INFO - Epoch [93][1180/2505] lr: 3.750e-05, eta: 3:59:21, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8859, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.3815 2020-08-17 18:41:27,756 - mmaction - INFO - Epoch [93][1200/2505] lr: 3.750e-05, eta: 3:59:06, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.1241, loss: 1.1241, grad_norm: 9.3173 2020-08-17 18:41:42,881 - mmaction - INFO - Epoch [93][1220/2505] lr: 3.750e-05, eta: 3:58:50, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8922, loss_cls: 1.0894, loss: 1.0894, grad_norm: 8.8957 2020-08-17 18:41:58,398 - mmaction - INFO - Epoch [93][1240/2505] lr: 3.750e-05, eta: 3:58:35, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7688, top5_acc: 0.9094, loss_cls: 0.9783, loss: 0.9783, grad_norm: 8.3692 2020-08-17 18:42:12,708 - mmaction - INFO - Epoch [93][1260/2505] lr: 3.750e-05, eta: 3:58:20, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.3544 2020-08-17 18:42:27,453 - mmaction - INFO - Epoch [93][1280/2505] lr: 3.750e-05, eta: 3:58:05, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8995, loss_cls: 1.0945, loss: 1.0945, grad_norm: 9.1403 2020-08-17 18:42:42,320 - mmaction - INFO - Epoch [93][1300/2505] lr: 3.750e-05, eta: 3:57:49, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8964, loss_cls: 1.0441, loss: 1.0441, grad_norm: 8.8461 2020-08-17 18:42:56,734 - mmaction - INFO - Epoch [93][1320/2505] lr: 3.750e-05, eta: 3:57:34, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8990, loss_cls: 1.0641, loss: 1.0641, grad_norm: 9.0420 2020-08-17 18:43:11,408 - mmaction - INFO - Epoch [93][1340/2505] lr: 3.750e-05, eta: 3:57:19, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8896, loss_cls: 1.0837, loss: 1.0837, grad_norm: 8.8587 2020-08-17 18:43:26,344 - mmaction - INFO - Epoch [93][1360/2505] lr: 3.750e-05, eta: 3:57:04, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8911, loss_cls: 1.1149, loss: 1.1149, grad_norm: 9.1810 2020-08-17 18:43:41,513 - mmaction - INFO - Epoch [93][1380/2505] lr: 3.750e-05, eta: 3:56:48, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8938, loss_cls: 1.0763, loss: 1.0763, grad_norm: 9.1132 2020-08-17 18:43:55,676 - mmaction - INFO - Epoch [93][1400/2505] lr: 3.750e-05, eta: 3:56:33, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1396, loss: 1.1396, grad_norm: 9.4623 2020-08-17 18:44:10,494 - mmaction - INFO - Epoch [93][1420/2505] lr: 3.750e-05, eta: 3:56:18, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1167, loss: 1.1167, grad_norm: 9.3607 2020-08-17 18:44:25,321 - mmaction - INFO - Epoch [93][1440/2505] lr: 3.750e-05, eta: 3:56:02, time: 0.741, data_time: 0.003, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8984, loss_cls: 1.0921, loss: 1.0921, grad_norm: 9.1842 2020-08-17 18:44:39,939 - mmaction - INFO - Epoch [93][1460/2505] lr: 3.750e-05, eta: 3:55:47, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8901, loss_cls: 1.0918, loss: 1.0918, grad_norm: 8.8449 2020-08-17 18:44:55,501 - mmaction - INFO - Epoch [93][1480/2505] lr: 3.750e-05, eta: 3:55:32, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8927, loss_cls: 1.0544, loss: 1.0544, grad_norm: 8.7805 2020-08-17 18:45:10,053 - mmaction - INFO - Epoch [93][1500/2505] lr: 3.750e-05, eta: 3:55:17, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8979, loss_cls: 1.0484, loss: 1.0484, grad_norm: 8.8506 2020-08-17 18:45:24,931 - mmaction - INFO - Epoch [93][1520/2505] lr: 3.750e-05, eta: 3:55:01, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0925, loss: 1.0925, grad_norm: 9.3194 2020-08-17 18:45:39,483 - mmaction - INFO - Epoch [93][1540/2505] lr: 3.750e-05, eta: 3:54:46, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8948, loss_cls: 1.0640, loss: 1.0640, grad_norm: 8.8918 2020-08-17 18:45:54,157 - mmaction - INFO - Epoch [93][1560/2505] lr: 3.750e-05, eta: 3:54:31, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8958, loss_cls: 1.1070, loss: 1.1070, grad_norm: 9.2457 2020-08-17 18:46:08,877 - mmaction - INFO - Epoch [93][1580/2505] lr: 3.750e-05, eta: 3:54:16, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8932, loss_cls: 1.0667, loss: 1.0667, grad_norm: 8.8190 2020-08-17 18:46:23,509 - mmaction - INFO - Epoch [93][1600/2505] lr: 3.750e-05, eta: 3:54:00, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8995, loss_cls: 1.0585, loss: 1.0585, grad_norm: 9.1151 2020-08-17 18:46:38,487 - mmaction - INFO - Epoch [93][1620/2505] lr: 3.750e-05, eta: 3:53:45, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.1936 2020-08-17 18:46:53,511 - mmaction - INFO - Epoch [93][1640/2505] lr: 3.750e-05, eta: 3:53:30, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8854, loss_cls: 1.1295, loss: 1.1295, grad_norm: 9.1649 2020-08-17 18:47:08,136 - mmaction - INFO - Epoch [93][1660/2505] lr: 3.750e-05, eta: 3:53:15, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8964, loss_cls: 1.1114, loss: 1.1114, grad_norm: 9.1270 2020-08-17 18:47:22,999 - mmaction - INFO - Epoch [93][1680/2505] lr: 3.750e-05, eta: 3:52:59, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9005, loss_cls: 1.0401, loss: 1.0401, grad_norm: 9.1393 2020-08-17 18:47:38,079 - mmaction - INFO - Epoch [93][1700/2505] lr: 3.750e-05, eta: 3:52:44, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8865, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.1246 2020-08-17 18:47:53,529 - mmaction - INFO - Epoch [93][1720/2505] lr: 3.750e-05, eta: 3:52:29, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9016, loss_cls: 1.0701, loss: 1.0701, grad_norm: 9.0507 2020-08-17 18:48:08,200 - mmaction - INFO - Epoch [93][1740/2505] lr: 3.750e-05, eta: 3:52:14, time: 0.733, data_time: 0.003, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9031, loss_cls: 1.0571, loss: 1.0571, grad_norm: 9.2656 2020-08-17 18:48:22,675 - mmaction - INFO - Epoch [93][1760/2505] lr: 3.750e-05, eta: 3:51:58, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8943, loss_cls: 1.0554, loss: 1.0554, grad_norm: 9.2256 2020-08-17 18:48:38,485 - mmaction - INFO - Epoch [93][1780/2505] lr: 3.750e-05, eta: 3:51:43, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 1.0637, loss: 1.0637, grad_norm: 9.0373 2020-08-17 18:48:53,358 - mmaction - INFO - Epoch [93][1800/2505] lr: 3.750e-05, eta: 3:51:28, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7693, top5_acc: 0.9120, loss_cls: 0.9745, loss: 0.9745, grad_norm: 8.5527 2020-08-17 18:49:07,795 - mmaction - INFO - Epoch [93][1820/2505] lr: 3.750e-05, eta: 3:51:13, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0815, loss: 1.0815, grad_norm: 8.8675 2020-08-17 18:49:22,203 - mmaction - INFO - Epoch [93][1840/2505] lr: 3.750e-05, eta: 3:50:57, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8948, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.0610 2020-08-17 18:49:36,830 - mmaction - INFO - Epoch [93][1860/2505] lr: 3.750e-05, eta: 3:50:42, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8833, loss_cls: 1.1663, loss: 1.1663, grad_norm: 9.6069 2020-08-17 18:49:51,366 - mmaction - INFO - Epoch [93][1880/2505] lr: 3.750e-05, eta: 3:50:27, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0799, loss: 1.0799, grad_norm: 9.0565 2020-08-17 18:50:06,609 - mmaction - INFO - Epoch [93][1900/2505] lr: 3.750e-05, eta: 3:50:12, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8911, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.0438 2020-08-17 18:50:21,021 - mmaction - INFO - Epoch [93][1920/2505] lr: 3.750e-05, eta: 3:49:56, time: 0.721, data_time: 0.002, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8969, loss_cls: 1.0482, loss: 1.0482, grad_norm: 9.0267 2020-08-17 18:50:35,636 - mmaction - INFO - Epoch [93][1940/2505] lr: 3.750e-05, eta: 3:49:41, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8891, loss_cls: 1.0806, loss: 1.0806, grad_norm: 9.0526 2020-08-17 18:50:50,417 - mmaction - INFO - Epoch [93][1960/2505] lr: 3.750e-05, eta: 3:49:26, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8901, loss_cls: 1.0956, loss: 1.0956, grad_norm: 9.5579 2020-08-17 18:51:06,544 - mmaction - INFO - Epoch [93][1980/2505] lr: 3.750e-05, eta: 3:49:11, time: 0.805, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8896, loss_cls: 1.1151, loss: 1.1151, grad_norm: 9.2768 2020-08-17 18:51:20,855 - mmaction - INFO - Epoch [93][2000/2505] lr: 3.750e-05, eta: 3:48:55, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8974, loss_cls: 1.0719, loss: 1.0719, grad_norm: 8.9230 2020-08-17 18:51:35,795 - mmaction - INFO - Epoch [93][2020/2505] lr: 3.750e-05, eta: 3:48:40, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8786, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.1831 2020-08-17 18:51:50,959 - mmaction - INFO - Epoch [93][2040/2505] lr: 3.750e-05, eta: 3:48:25, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8906, loss_cls: 1.0650, loss: 1.0650, grad_norm: 8.8320 2020-08-17 18:52:05,489 - mmaction - INFO - Epoch [93][2060/2505] lr: 3.750e-05, eta: 3:48:09, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8917, loss_cls: 1.0777, loss: 1.0777, grad_norm: 8.9190 2020-08-17 18:52:20,304 - mmaction - INFO - Epoch [93][2080/2505] lr: 3.750e-05, eta: 3:47:54, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8943, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.2166 2020-08-17 18:52:35,394 - mmaction - INFO - Epoch [93][2100/2505] lr: 3.750e-05, eta: 3:47:39, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8911, loss_cls: 1.0694, loss: 1.0694, grad_norm: 9.0055 2020-08-17 18:52:49,774 - mmaction - INFO - Epoch [93][2120/2505] lr: 3.750e-05, eta: 3:47:24, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8969, loss_cls: 1.0673, loss: 1.0673, grad_norm: 8.9790 2020-08-17 18:53:04,449 - mmaction - INFO - Epoch [93][2140/2505] lr: 3.750e-05, eta: 3:47:08, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8917, loss_cls: 1.0960, loss: 1.0960, grad_norm: 9.1097 2020-08-17 18:53:20,608 - mmaction - INFO - Epoch [93][2160/2505] lr: 3.750e-05, eta: 3:46:53, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8953, loss_cls: 1.1238, loss: 1.1238, grad_norm: 9.2802 2020-08-17 18:53:34,507 - mmaction - INFO - Epoch [93][2180/2505] lr: 3.750e-05, eta: 3:46:38, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8917, loss_cls: 1.0902, loss: 1.0902, grad_norm: 8.9395 2020-08-17 18:53:49,559 - mmaction - INFO - Epoch [93][2200/2505] lr: 3.750e-05, eta: 3:46:23, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8849, loss_cls: 1.1433, loss: 1.1433, grad_norm: 9.2328 2020-08-17 18:54:04,023 - mmaction - INFO - Epoch [93][2220/2505] lr: 3.750e-05, eta: 3:46:07, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9068, loss_cls: 1.0067, loss: 1.0067, grad_norm: 8.8592 2020-08-17 18:54:18,799 - mmaction - INFO - Epoch [93][2240/2505] lr: 3.750e-05, eta: 3:45:52, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7495, top5_acc: 0.8984, loss_cls: 1.0304, loss: 1.0304, grad_norm: 9.0257 2020-08-17 18:54:33,463 - mmaction - INFO - Epoch [93][2260/2505] lr: 3.750e-05, eta: 3:45:37, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8802, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.2056 2020-08-17 18:54:47,989 - mmaction - INFO - Epoch [93][2280/2505] lr: 3.750e-05, eta: 3:45:22, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8932, loss_cls: 1.1152, loss: 1.1152, grad_norm: 9.1468 2020-08-17 18:55:03,320 - mmaction - INFO - Epoch [93][2300/2505] lr: 3.750e-05, eta: 3:45:06, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8922, loss_cls: 1.0997, loss: 1.0997, grad_norm: 9.2658 2020-08-17 18:55:17,574 - mmaction - INFO - Epoch [93][2320/2505] lr: 3.750e-05, eta: 3:44:51, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8911, loss_cls: 1.1382, loss: 1.1382, grad_norm: 9.2236 2020-08-17 18:55:32,483 - mmaction - INFO - Epoch [93][2340/2505] lr: 3.750e-05, eta: 3:44:36, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8786, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.4423 2020-08-17 18:55:46,947 - mmaction - INFO - Epoch [93][2360/2505] lr: 3.750e-05, eta: 3:44:20, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8964, loss_cls: 1.0395, loss: 1.0395, grad_norm: 8.9125 2020-08-17 18:56:01,525 - mmaction - INFO - Epoch [93][2380/2505] lr: 3.750e-05, eta: 3:44:05, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8828, loss_cls: 1.0854, loss: 1.0854, grad_norm: 9.2131 2020-08-17 18:56:16,399 - mmaction - INFO - Epoch [93][2400/2505] lr: 3.750e-05, eta: 3:43:50, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8948, loss_cls: 1.0723, loss: 1.0723, grad_norm: 9.2939 2020-08-17 18:56:31,793 - mmaction - INFO - Epoch [93][2420/2505] lr: 3.750e-05, eta: 3:43:35, time: 0.768, data_time: 0.004, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8984, loss_cls: 1.0467, loss: 1.0467, grad_norm: 8.7860 2020-08-17 18:56:46,657 - mmaction - INFO - Epoch [93][2440/2505] lr: 3.750e-05, eta: 3:43:19, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0802, loss: 1.0802, grad_norm: 9.2343 2020-08-17 18:57:02,483 - mmaction - INFO - Epoch [93][2460/2505] lr: 3.750e-05, eta: 3:43:04, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8984, loss_cls: 1.0866, loss: 1.0866, grad_norm: 9.2231 2020-08-17 18:57:17,842 - mmaction - INFO - Epoch [93][2480/2505] lr: 3.750e-05, eta: 3:42:49, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9026, loss_cls: 1.0389, loss: 1.0389, grad_norm: 8.9535 2020-08-17 18:57:32,410 - mmaction - INFO - Epoch [93][2500/2505] lr: 3.750e-05, eta: 3:42:34, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8937, loss_cls: 1.0524, loss: 1.0524, grad_norm: 9.0502 2020-08-17 18:57:35,966 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-08-17 18:57:57,293 - mmaction - INFO - Epoch [94][20/2505] lr: 3.750e-05, eta: 3:42:15, time: 1.044, data_time: 0.410, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8932, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.1319 2020-08-17 18:58:10,490 - mmaction - INFO - Epoch [94][40/2505] lr: 3.750e-05, eta: 3:42:00, time: 0.663, data_time: 0.007, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8995, loss_cls: 1.0418, loss: 1.0418, grad_norm: 8.7025 2020-08-17 18:58:24,804 - mmaction - INFO - Epoch [94][60/2505] lr: 3.750e-05, eta: 3:41:44, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8891, loss_cls: 1.1109, loss: 1.1109, grad_norm: 9.2828 2020-08-17 18:58:40,500 - mmaction - INFO - Epoch [94][80/2505] lr: 3.750e-05, eta: 3:41:29, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8984, loss_cls: 1.0850, loss: 1.0850, grad_norm: 9.1124 2020-08-17 18:58:54,644 - mmaction - INFO - Epoch [94][100/2505] lr: 3.750e-05, eta: 3:41:14, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9047, loss_cls: 1.0712, loss: 1.0712, grad_norm: 9.2994 2020-08-17 18:59:09,748 - mmaction - INFO - Epoch [94][120/2505] lr: 3.750e-05, eta: 3:40:59, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9115, loss_cls: 1.0504, loss: 1.0504, grad_norm: 9.1311 2020-08-17 18:59:24,206 - mmaction - INFO - Epoch [94][140/2505] lr: 3.750e-05, eta: 3:40:43, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8974, loss_cls: 1.1097, loss: 1.1097, grad_norm: 9.3633 2020-08-17 18:59:38,676 - mmaction - INFO - Epoch [94][160/2505] lr: 3.750e-05, eta: 3:40:28, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8979, loss_cls: 1.1063, loss: 1.1063, grad_norm: 9.2932 2020-08-17 18:59:53,184 - mmaction - INFO - Epoch [94][180/2505] lr: 3.750e-05, eta: 3:40:13, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8849, loss_cls: 1.1090, loss: 1.1090, grad_norm: 9.2612 2020-08-17 19:00:09,736 - mmaction - INFO - Epoch [94][200/2505] lr: 3.750e-05, eta: 3:39:58, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.7542, top5_acc: 0.9099, loss_cls: 1.0080, loss: 1.0080, grad_norm: 8.9195 2020-08-17 19:00:23,655 - mmaction - INFO - Epoch [94][220/2505] lr: 3.750e-05, eta: 3:39:42, time: 0.699, data_time: 0.012, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8937, loss_cls: 1.0518, loss: 1.0518, grad_norm: 9.1919 2020-08-17 19:00:38,639 - mmaction - INFO - Epoch [94][240/2505] lr: 3.750e-05, eta: 3:39:27, time: 0.749, data_time: 0.002, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8807, loss_cls: 1.1019, loss: 1.1019, grad_norm: 9.2191 2020-08-17 19:00:52,994 - mmaction - INFO - Epoch [94][260/2505] lr: 3.750e-05, eta: 3:39:12, time: 0.718, data_time: 0.003, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8958, loss_cls: 1.0662, loss: 1.0662, grad_norm: 9.0966 2020-08-17 19:01:07,707 - mmaction - INFO - Epoch [94][280/2505] lr: 3.750e-05, eta: 3:38:56, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8922, loss_cls: 1.0928, loss: 1.0928, grad_norm: 9.0334 2020-08-17 19:01:22,033 - mmaction - INFO - Epoch [94][300/2505] lr: 3.750e-05, eta: 3:38:41, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8812, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.3881 2020-08-17 19:01:36,621 - mmaction - INFO - Epoch [94][320/2505] lr: 3.750e-05, eta: 3:38:26, time: 0.726, data_time: 0.009, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8943, loss_cls: 1.1074, loss: 1.1074, grad_norm: 8.9860 2020-08-17 19:01:51,447 - mmaction - INFO - Epoch [94][340/2505] lr: 3.750e-05, eta: 3:38:11, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8880, loss_cls: 1.1051, loss: 1.1051, grad_norm: 8.7950 2020-08-17 19:02:06,165 - mmaction - INFO - Epoch [94][360/2505] lr: 3.750e-05, eta: 3:37:55, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8917, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.2268 2020-08-17 19:02:20,621 - mmaction - INFO - Epoch [94][380/2505] lr: 3.750e-05, eta: 3:37:40, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8812, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.3968 2020-08-17 19:02:36,192 - mmaction - INFO - Epoch [94][400/2505] lr: 3.750e-05, eta: 3:37:25, time: 0.776, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8964, loss_cls: 1.0959, loss: 1.0959, grad_norm: 9.4231 2020-08-17 19:02:50,509 - mmaction - INFO - Epoch [94][420/2505] lr: 3.750e-05, eta: 3:37:10, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1151, loss: 1.1151, grad_norm: 9.1681 2020-08-17 19:03:05,876 - mmaction - INFO - Epoch [94][440/2505] lr: 3.750e-05, eta: 3:36:54, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8964, loss_cls: 1.0834, loss: 1.0834, grad_norm: 9.2178 2020-08-17 19:03:19,801 - mmaction - INFO - Epoch [94][460/2505] lr: 3.750e-05, eta: 3:36:39, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8943, loss_cls: 1.0921, loss: 1.0921, grad_norm: 9.1755 2020-08-17 19:03:34,424 - mmaction - INFO - Epoch [94][480/2505] lr: 3.750e-05, eta: 3:36:24, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.1055, loss: 1.1055, grad_norm: 9.1263 2020-08-17 19:03:49,629 - mmaction - INFO - Epoch [94][500/2505] lr: 3.750e-05, eta: 3:36:09, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8969, loss_cls: 1.0958, loss: 1.0958, grad_norm: 9.1233 2020-08-17 19:04:04,211 - mmaction - INFO - Epoch [94][520/2505] lr: 3.750e-05, eta: 3:35:53, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8885, loss_cls: 1.1346, loss: 1.1346, grad_norm: 9.3431 2020-08-17 19:04:18,622 - mmaction - INFO - Epoch [94][540/2505] lr: 3.750e-05, eta: 3:35:38, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0398, loss: 1.0398, grad_norm: 8.7748 2020-08-17 19:04:33,252 - mmaction - INFO - Epoch [94][560/2505] lr: 3.750e-05, eta: 3:35:23, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9010, loss_cls: 1.0513, loss: 1.0513, grad_norm: 9.1819 2020-08-17 19:04:47,896 - mmaction - INFO - Epoch [94][580/2505] lr: 3.750e-05, eta: 3:35:07, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8969, loss_cls: 1.0483, loss: 1.0483, grad_norm: 8.9190 2020-08-17 19:05:03,489 - mmaction - INFO - Epoch [94][600/2505] lr: 3.750e-05, eta: 3:34:52, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8974, loss_cls: 1.0703, loss: 1.0703, grad_norm: 9.0829 2020-08-17 19:05:19,055 - mmaction - INFO - Epoch [94][620/2505] lr: 3.750e-05, eta: 3:34:37, time: 0.778, data_time: 0.002, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8953, loss_cls: 1.0819, loss: 1.0819, grad_norm: 9.0958 2020-08-17 19:05:33,034 - mmaction - INFO - Epoch [94][640/2505] lr: 3.750e-05, eta: 3:34:22, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8911, loss_cls: 1.1062, loss: 1.1062, grad_norm: 9.0759 2020-08-17 19:05:47,764 - mmaction - INFO - Epoch [94][660/2505] lr: 3.750e-05, eta: 3:34:06, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8885, loss_cls: 1.0604, loss: 1.0604, grad_norm: 9.0070 2020-08-17 19:06:02,254 - mmaction - INFO - Epoch [94][680/2505] lr: 3.750e-05, eta: 3:33:51, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8896, loss_cls: 1.1210, loss: 1.1210, grad_norm: 9.3976 2020-08-17 19:06:16,700 - mmaction - INFO - Epoch [94][700/2505] lr: 3.750e-05, eta: 3:33:36, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8802, loss_cls: 1.1108, loss: 1.1108, grad_norm: 9.2119 2020-08-17 19:06:31,278 - mmaction - INFO - Epoch [94][720/2505] lr: 3.750e-05, eta: 3:33:21, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8974, loss_cls: 1.1039, loss: 1.1039, grad_norm: 9.5238 2020-08-17 19:06:46,013 - mmaction - INFO - Epoch [94][740/2505] lr: 3.750e-05, eta: 3:33:05, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8828, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.0932 2020-08-17 19:07:00,524 - mmaction - INFO - Epoch [94][760/2505] lr: 3.750e-05, eta: 3:32:50, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9016, loss_cls: 1.0506, loss: 1.0506, grad_norm: 8.8660 2020-08-17 19:07:14,865 - mmaction - INFO - Epoch [94][780/2505] lr: 3.750e-05, eta: 3:32:35, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8802, loss_cls: 1.1252, loss: 1.1252, grad_norm: 9.1429 2020-08-17 19:07:30,069 - mmaction - INFO - Epoch [94][800/2505] lr: 3.750e-05, eta: 3:32:20, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1290, loss: 1.1290, grad_norm: 9.3598 2020-08-17 19:07:44,402 - mmaction - INFO - Epoch [94][820/2505] lr: 3.750e-05, eta: 3:32:04, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8917, loss_cls: 1.0796, loss: 1.0796, grad_norm: 8.8305 2020-08-17 19:07:58,831 - mmaction - INFO - Epoch [94][840/2505] lr: 3.750e-05, eta: 3:31:49, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0979, loss: 1.0979, grad_norm: 9.1218 2020-08-17 19:08:13,856 - mmaction - INFO - Epoch [94][860/2505] lr: 3.750e-05, eta: 3:31:34, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8896, loss_cls: 1.0880, loss: 1.0880, grad_norm: 9.2477 2020-08-17 19:08:28,419 - mmaction - INFO - Epoch [94][880/2505] lr: 3.750e-05, eta: 3:31:18, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9000, loss_cls: 1.0477, loss: 1.0477, grad_norm: 9.3124 2020-08-17 19:08:42,816 - mmaction - INFO - Epoch [94][900/2505] lr: 3.750e-05, eta: 3:31:03, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0576, loss: 1.0576, grad_norm: 9.0261 2020-08-17 19:08:58,427 - mmaction - INFO - Epoch [94][920/2505] lr: 3.750e-05, eta: 3:30:48, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9052, loss_cls: 1.0159, loss: 1.0159, grad_norm: 8.8912 2020-08-17 19:09:12,648 - mmaction - INFO - Epoch [94][940/2505] lr: 3.750e-05, eta: 3:30:33, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9052, loss_cls: 1.0310, loss: 1.0310, grad_norm: 8.5976 2020-08-17 19:09:27,179 - mmaction - INFO - Epoch [94][960/2505] lr: 3.750e-05, eta: 3:30:17, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9078, loss_cls: 1.0368, loss: 1.0368, grad_norm: 9.1462 2020-08-17 19:09:41,533 - mmaction - INFO - Epoch [94][980/2505] lr: 3.750e-05, eta: 3:30:02, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8849, loss_cls: 1.1094, loss: 1.1094, grad_norm: 9.1275 2020-08-17 19:09:56,411 - mmaction - INFO - Epoch [94][1000/2505] lr: 3.750e-05, eta: 3:29:47, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8896, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.7018 2020-08-17 19:10:11,247 - mmaction - INFO - Epoch [94][1020/2505] lr: 3.750e-05, eta: 3:29:32, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8953, loss_cls: 1.0766, loss: 1.0766, grad_norm: 9.2828 2020-08-17 19:10:25,742 - mmaction - INFO - Epoch [94][1040/2505] lr: 3.750e-05, eta: 3:29:16, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8792, loss_cls: 1.1714, loss: 1.1714, grad_norm: 9.2331 2020-08-17 19:10:41,097 - mmaction - INFO - Epoch [94][1060/2505] lr: 3.750e-05, eta: 3:29:01, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8849, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.3286 2020-08-17 19:10:57,336 - mmaction - INFO - Epoch [94][1080/2505] lr: 3.750e-05, eta: 3:28:46, time: 0.815, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8964, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.3777 2020-08-17 19:11:11,540 - mmaction - INFO - Epoch [94][1100/2505] lr: 3.750e-05, eta: 3:28:31, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8865, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.1608 2020-08-17 19:11:26,012 - mmaction - INFO - Epoch [94][1120/2505] lr: 3.750e-05, eta: 3:28:15, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8760, loss_cls: 1.1808, loss: 1.1808, grad_norm: 9.3839 2020-08-17 19:11:41,294 - mmaction - INFO - Epoch [94][1140/2505] lr: 3.750e-05, eta: 3:28:00, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8901, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.3695 2020-08-17 19:11:56,792 - mmaction - INFO - Epoch [94][1160/2505] lr: 3.750e-05, eta: 3:27:45, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1016, loss: 1.1016, grad_norm: 9.2708 2020-08-17 19:12:11,144 - mmaction - INFO - Epoch [94][1180/2505] lr: 3.750e-05, eta: 3:27:30, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8937, loss_cls: 1.0648, loss: 1.0648, grad_norm: 9.0495 2020-08-17 19:12:25,699 - mmaction - INFO - Epoch [94][1200/2505] lr: 3.750e-05, eta: 3:27:14, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8896, loss_cls: 1.0951, loss: 1.0951, grad_norm: 9.3142 2020-08-17 19:12:40,305 - mmaction - INFO - Epoch [94][1220/2505] lr: 3.750e-05, eta: 3:26:59, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8990, loss_cls: 1.0657, loss: 1.0657, grad_norm: 9.3532 2020-08-17 19:12:54,989 - mmaction - INFO - Epoch [94][1240/2505] lr: 3.750e-05, eta: 3:26:44, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0531, loss: 1.0531, grad_norm: 8.9814 2020-08-17 19:13:09,748 - mmaction - INFO - Epoch [94][1260/2505] lr: 3.750e-05, eta: 3:26:29, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8932, loss_cls: 1.1269, loss: 1.1269, grad_norm: 9.5901 2020-08-17 19:13:25,760 - mmaction - INFO - Epoch [94][1280/2505] lr: 3.750e-05, eta: 3:26:13, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8953, loss_cls: 1.0575, loss: 1.0575, grad_norm: 9.2111 2020-08-17 19:13:39,841 - mmaction - INFO - Epoch [94][1300/2505] lr: 3.750e-05, eta: 3:25:58, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8911, loss_cls: 1.0705, loss: 1.0705, grad_norm: 9.0731 2020-08-17 19:13:54,564 - mmaction - INFO - Epoch [94][1320/2505] lr: 3.750e-05, eta: 3:25:43, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9031, loss_cls: 1.0261, loss: 1.0261, grad_norm: 8.8158 2020-08-17 19:14:09,928 - mmaction - INFO - Epoch [94][1340/2505] lr: 3.750e-05, eta: 3:25:28, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9005, loss_cls: 1.0370, loss: 1.0370, grad_norm: 9.1364 2020-08-17 19:14:25,631 - mmaction - INFO - Epoch [94][1360/2505] lr: 3.750e-05, eta: 3:25:12, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8859, loss_cls: 1.0967, loss: 1.0967, grad_norm: 9.2772 2020-08-17 19:14:40,719 - mmaction - INFO - Epoch [94][1380/2505] lr: 3.750e-05, eta: 3:24:57, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7552, top5_acc: 0.8984, loss_cls: 1.0232, loss: 1.0232, grad_norm: 8.9071 2020-08-17 19:14:54,833 - mmaction - INFO - Epoch [94][1400/2505] lr: 3.750e-05, eta: 3:24:42, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8938, loss_cls: 1.1008, loss: 1.1008, grad_norm: 9.1536 2020-08-17 19:15:11,859 - mmaction - INFO - Epoch [94][1420/2505] lr: 3.750e-05, eta: 3:24:27, time: 0.854, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1105, loss: 1.1105, grad_norm: 8.9636 2020-08-17 19:15:25,469 - mmaction - INFO - Epoch [94][1440/2505] lr: 3.750e-05, eta: 3:24:12, time: 0.681, data_time: 0.002, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8849, loss_cls: 1.1021, loss: 1.1021, grad_norm: 9.5638 2020-08-17 19:15:39,936 - mmaction - INFO - Epoch [94][1460/2505] lr: 3.750e-05, eta: 3:23:56, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8943, loss_cls: 1.0827, loss: 1.0827, grad_norm: 8.9584 2020-08-17 19:15:55,085 - mmaction - INFO - Epoch [94][1480/2505] lr: 3.750e-05, eta: 3:23:41, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7521, top5_acc: 0.8969, loss_cls: 1.0343, loss: 1.0343, grad_norm: 8.8660 2020-08-17 19:16:09,849 - mmaction - INFO - Epoch [94][1500/2505] lr: 3.750e-05, eta: 3:23:26, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8979, loss_cls: 1.0615, loss: 1.0615, grad_norm: 8.9650 2020-08-17 19:16:24,653 - mmaction - INFO - Epoch [94][1520/2505] lr: 3.750e-05, eta: 3:23:10, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8885, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.2490 2020-08-17 19:16:39,462 - mmaction - INFO - Epoch [94][1540/2505] lr: 3.750e-05, eta: 3:22:55, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8901, loss_cls: 1.0946, loss: 1.0946, grad_norm: 9.3526 2020-08-17 19:16:54,476 - mmaction - INFO - Epoch [94][1560/2505] lr: 3.750e-05, eta: 3:22:40, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8958, loss_cls: 1.0919, loss: 1.0919, grad_norm: 9.2346 2020-08-17 19:17:09,386 - mmaction - INFO - Epoch [94][1580/2505] lr: 3.750e-05, eta: 3:22:25, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8958, loss_cls: 1.0881, loss: 1.0881, grad_norm: 9.2977 2020-08-17 19:17:25,307 - mmaction - INFO - Epoch [94][1600/2505] lr: 3.750e-05, eta: 3:22:10, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9010, loss_cls: 1.0396, loss: 1.0396, grad_norm: 8.9341 2020-08-17 19:17:39,220 - mmaction - INFO - Epoch [94][1620/2505] lr: 3.750e-05, eta: 3:21:54, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8969, loss_cls: 1.0759, loss: 1.0759, grad_norm: 9.1450 2020-08-17 19:17:55,293 - mmaction - INFO - Epoch [94][1640/2505] lr: 3.750e-05, eta: 3:21:39, time: 0.801, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8964, loss_cls: 1.1021, loss: 1.1021, grad_norm: 9.1599 2020-08-17 19:18:10,840 - mmaction - INFO - Epoch [94][1660/2505] lr: 3.750e-05, eta: 3:21:24, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8870, loss_cls: 1.1243, loss: 1.1243, grad_norm: 9.3435 2020-08-17 19:18:25,192 - mmaction - INFO - Epoch [94][1680/2505] lr: 3.750e-05, eta: 3:21:09, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8828, loss_cls: 1.0920, loss: 1.0920, grad_norm: 9.3212 2020-08-17 19:18:40,035 - mmaction - INFO - Epoch [94][1700/2505] lr: 3.750e-05, eta: 3:20:53, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7547, top5_acc: 0.9130, loss_cls: 0.9563, loss: 0.9563, grad_norm: 8.6903 2020-08-17 19:18:54,811 - mmaction - INFO - Epoch [94][1720/2505] lr: 3.750e-05, eta: 3:20:38, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0887, loss: 1.0887, grad_norm: 9.1971 2020-08-17 19:19:09,904 - mmaction - INFO - Epoch [94][1740/2505] lr: 3.750e-05, eta: 3:20:23, time: 0.755, data_time: 0.003, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8969, loss_cls: 1.0540, loss: 1.0540, grad_norm: 8.9079 2020-08-17 19:19:24,590 - mmaction - INFO - Epoch [94][1760/2505] lr: 3.750e-05, eta: 3:20:08, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.5338 2020-08-17 19:19:40,545 - mmaction - INFO - Epoch [94][1780/2505] lr: 3.750e-05, eta: 3:19:52, time: 0.800, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.5118 2020-08-17 19:19:54,683 - mmaction - INFO - Epoch [94][1800/2505] lr: 3.750e-05, eta: 3:19:37, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8948, loss_cls: 1.1193, loss: 1.1193, grad_norm: 9.5971 2020-08-17 19:20:09,783 - mmaction - INFO - Epoch [94][1820/2505] lr: 3.750e-05, eta: 3:19:22, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7547, top5_acc: 0.9099, loss_cls: 0.9950, loss: 0.9950, grad_norm: 8.5548 2020-08-17 19:20:24,873 - mmaction - INFO - Epoch [94][1840/2505] lr: 3.750e-05, eta: 3:19:07, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8823, loss_cls: 1.1186, loss: 1.1186, grad_norm: 9.3632 2020-08-17 19:20:39,511 - mmaction - INFO - Epoch [94][1860/2505] lr: 3.750e-05, eta: 3:18:51, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8849, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.5562 2020-08-17 19:20:54,284 - mmaction - INFO - Epoch [94][1880/2505] lr: 3.750e-05, eta: 3:18:36, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8937, loss_cls: 1.1010, loss: 1.1010, grad_norm: 9.0933 2020-08-17 19:21:09,782 - mmaction - INFO - Epoch [94][1900/2505] lr: 3.750e-05, eta: 3:18:21, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8766, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.1586 2020-08-17 19:21:24,683 - mmaction - INFO - Epoch [94][1920/2505] lr: 3.750e-05, eta: 3:18:06, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8896, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.3756 2020-08-17 19:21:39,717 - mmaction - INFO - Epoch [94][1940/2505] lr: 3.750e-05, eta: 3:17:50, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.5132 2020-08-17 19:21:54,625 - mmaction - INFO - Epoch [94][1960/2505] lr: 3.750e-05, eta: 3:17:35, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8911, loss_cls: 1.0901, loss: 1.0901, grad_norm: 9.1777 2020-08-17 19:22:10,130 - mmaction - INFO - Epoch [94][1980/2505] lr: 3.750e-05, eta: 3:17:20, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8875, loss_cls: 1.1195, loss: 1.1195, grad_norm: 9.2984 2020-08-17 19:22:25,012 - mmaction - INFO - Epoch [94][2000/2505] lr: 3.750e-05, eta: 3:17:05, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8937, loss_cls: 1.0821, loss: 1.0821, grad_norm: 9.1157 2020-08-17 19:22:39,566 - mmaction - INFO - Epoch [94][2020/2505] lr: 3.750e-05, eta: 3:16:50, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9000, loss_cls: 1.0681, loss: 1.0681, grad_norm: 9.0639 2020-08-17 19:22:54,718 - mmaction - INFO - Epoch [94][2040/2505] lr: 3.750e-05, eta: 3:16:34, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8854, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.2384 2020-08-17 19:23:10,100 - mmaction - INFO - Epoch [94][2060/2505] lr: 3.750e-05, eta: 3:16:19, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7495, top5_acc: 0.8964, loss_cls: 1.0613, loss: 1.0613, grad_norm: 9.1107 2020-08-17 19:23:24,754 - mmaction - INFO - Epoch [94][2080/2505] lr: 3.750e-05, eta: 3:16:04, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8974, loss_cls: 1.0796, loss: 1.0796, grad_norm: 8.9372 2020-08-17 19:23:40,377 - mmaction - INFO - Epoch [94][2100/2505] lr: 3.750e-05, eta: 3:15:49, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8979, loss_cls: 1.0389, loss: 1.0389, grad_norm: 8.9406 2020-08-17 19:23:55,852 - mmaction - INFO - Epoch [94][2120/2505] lr: 3.750e-05, eta: 3:15:33, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8927, loss_cls: 1.0611, loss: 1.0611, grad_norm: 8.8942 2020-08-17 19:24:10,423 - mmaction - INFO - Epoch [94][2140/2505] lr: 3.750e-05, eta: 3:15:18, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8875, loss_cls: 1.0848, loss: 1.0848, grad_norm: 9.1612 2020-08-17 19:24:25,210 - mmaction - INFO - Epoch [94][2160/2505] lr: 3.750e-05, eta: 3:15:03, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0635, loss: 1.0635, grad_norm: 8.9736 2020-08-17 19:24:40,880 - mmaction - INFO - Epoch [94][2180/2505] lr: 3.750e-05, eta: 3:14:48, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8917, loss_cls: 1.1204, loss: 1.1204, grad_norm: 9.4311 2020-08-17 19:24:55,563 - mmaction - INFO - Epoch [94][2200/2505] lr: 3.750e-05, eta: 3:14:32, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8922, loss_cls: 1.1181, loss: 1.1181, grad_norm: 9.2339 2020-08-17 19:25:10,361 - mmaction - INFO - Epoch [94][2220/2505] lr: 3.750e-05, eta: 3:14:17, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8885, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.6295 2020-08-17 19:25:25,774 - mmaction - INFO - Epoch [94][2240/2505] lr: 3.750e-05, eta: 3:14:02, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8984, loss_cls: 1.0517, loss: 1.0517, grad_norm: 8.8741 2020-08-17 19:25:41,600 - mmaction - INFO - Epoch [94][2260/2505] lr: 3.750e-05, eta: 3:13:47, time: 0.790, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8932, loss_cls: 1.0853, loss: 1.0853, grad_norm: 8.8890 2020-08-17 19:25:56,029 - mmaction - INFO - Epoch [94][2280/2505] lr: 3.750e-05, eta: 3:13:32, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0724, loss: 1.0724, grad_norm: 9.0466 2020-08-17 19:26:11,316 - mmaction - INFO - Epoch [94][2300/2505] lr: 3.750e-05, eta: 3:13:16, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8901, loss_cls: 1.1053, loss: 1.1053, grad_norm: 9.5074 2020-08-17 19:26:27,196 - mmaction - INFO - Epoch [94][2320/2505] lr: 3.750e-05, eta: 3:13:01, time: 0.795, data_time: 0.008, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8797, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.4269 2020-08-17 19:26:41,453 - mmaction - INFO - Epoch [94][2340/2505] lr: 3.750e-05, eta: 3:12:46, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8875, loss_cls: 1.0939, loss: 1.0939, grad_norm: 9.3250 2020-08-17 19:26:56,242 - mmaction - INFO - Epoch [94][2360/2505] lr: 3.750e-05, eta: 3:12:31, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8979, loss_cls: 1.0761, loss: 1.0761, grad_norm: 9.0093 2020-08-17 19:27:12,413 - mmaction - INFO - Epoch [94][2380/2505] lr: 3.750e-05, eta: 3:12:15, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8953, loss_cls: 1.1184, loss: 1.1184, grad_norm: 9.5580 2020-08-17 19:27:27,649 - mmaction - INFO - Epoch [94][2400/2505] lr: 3.750e-05, eta: 3:12:00, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8974, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.1060 2020-08-17 19:27:42,316 - mmaction - INFO - Epoch [94][2420/2505] lr: 3.750e-05, eta: 3:11:45, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0511, loss: 1.0511, grad_norm: 9.0495 2020-08-17 19:27:57,836 - mmaction - INFO - Epoch [94][2440/2505] lr: 3.750e-05, eta: 3:11:30, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8911, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.1785 2020-08-17 19:28:12,801 - mmaction - INFO - Epoch [94][2460/2505] lr: 3.750e-05, eta: 3:11:14, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.1053, loss: 1.1053, grad_norm: 9.3821 2020-08-17 19:28:27,604 - mmaction - INFO - Epoch [94][2480/2505] lr: 3.750e-05, eta: 3:10:59, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8859, loss_cls: 1.1189, loss: 1.1189, grad_norm: 9.6031 2020-08-17 19:28:42,672 - mmaction - INFO - Epoch [94][2500/2505] lr: 3.750e-05, eta: 3:10:44, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9036, loss_cls: 1.0132, loss: 1.0132, grad_norm: 8.8658 2020-08-17 19:28:47,219 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-08-17 19:29:12,558 - mmaction - INFO - Epoch [95][20/2505] lr: 3.750e-05, eta: 3:10:25, time: 1.237, data_time: 0.632, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8948, loss_cls: 1.0944, loss: 1.0944, grad_norm: 9.0950 2020-08-17 19:29:26,859 - mmaction - INFO - Epoch [95][40/2505] lr: 3.750e-05, eta: 3:10:10, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8896, loss_cls: 1.1333, loss: 1.1333, grad_norm: 9.5862 2020-08-17 19:29:40,960 - mmaction - INFO - Epoch [95][60/2505] lr: 3.750e-05, eta: 3:09:55, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8948, loss_cls: 1.1324, loss: 1.1324, grad_norm: 9.6068 2020-08-17 19:29:57,071 - mmaction - INFO - Epoch [95][80/2505] lr: 3.750e-05, eta: 3:09:40, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9026, loss_cls: 1.0634, loss: 1.0634, grad_norm: 9.1715 2020-08-17 19:30:11,365 - mmaction - INFO - Epoch [95][100/2505] lr: 3.750e-05, eta: 3:09:24, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9036, loss_cls: 1.0035, loss: 1.0035, grad_norm: 8.7716 2020-08-17 19:30:27,338 - mmaction - INFO - Epoch [95][120/2505] lr: 3.750e-05, eta: 3:09:09, time: 0.799, data_time: 0.003, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9021, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.3118 2020-08-17 19:30:42,232 - mmaction - INFO - Epoch [95][140/2505] lr: 3.750e-05, eta: 3:08:54, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8922, loss_cls: 1.1067, loss: 1.1067, grad_norm: 9.2644 2020-08-17 19:30:57,485 - mmaction - INFO - Epoch [95][160/2505] lr: 3.750e-05, eta: 3:08:39, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1358, loss: 1.1358, grad_norm: 9.3850 2020-08-17 19:31:12,549 - mmaction - INFO - Epoch [95][180/2505] lr: 3.750e-05, eta: 3:08:23, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8943, loss_cls: 1.1013, loss: 1.1013, grad_norm: 9.1192 2020-08-17 19:31:27,659 - mmaction - INFO - Epoch [95][200/2505] lr: 3.750e-05, eta: 3:08:08, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8990, loss_cls: 1.0698, loss: 1.0698, grad_norm: 9.2268 2020-08-17 19:31:43,599 - mmaction - INFO - Epoch [95][220/2505] lr: 3.750e-05, eta: 3:07:53, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9042, loss_cls: 1.0497, loss: 1.0497, grad_norm: 9.2852 2020-08-17 19:31:57,966 - mmaction - INFO - Epoch [95][240/2505] lr: 3.750e-05, eta: 3:07:38, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8948, loss_cls: 1.1348, loss: 1.1348, grad_norm: 9.2809 2020-08-17 19:32:13,073 - mmaction - INFO - Epoch [95][260/2505] lr: 3.750e-05, eta: 3:07:22, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8943, loss_cls: 1.0864, loss: 1.0864, grad_norm: 9.1173 2020-08-17 19:32:28,190 - mmaction - INFO - Epoch [95][280/2505] lr: 3.750e-05, eta: 3:07:07, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8937, loss_cls: 1.0692, loss: 1.0692, grad_norm: 9.2296 2020-08-17 19:32:43,803 - mmaction - INFO - Epoch [95][300/2505] lr: 3.750e-05, eta: 3:06:52, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0397, loss: 1.0397, grad_norm: 8.9086 2020-08-17 19:32:58,490 - mmaction - INFO - Epoch [95][320/2505] lr: 3.750e-05, eta: 3:06:37, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0506, loss: 1.0506, grad_norm: 8.9897 2020-08-17 19:33:14,184 - mmaction - INFO - Epoch [95][340/2505] lr: 3.750e-05, eta: 3:06:22, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1137, loss: 1.1137, grad_norm: 9.3729 2020-08-17 19:33:29,235 - mmaction - INFO - Epoch [95][360/2505] lr: 3.750e-05, eta: 3:06:06, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8995, loss_cls: 1.0932, loss: 1.0932, grad_norm: 9.3941 2020-08-17 19:33:44,798 - mmaction - INFO - Epoch [95][380/2505] lr: 3.750e-05, eta: 3:05:51, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8979, loss_cls: 1.0682, loss: 1.0682, grad_norm: 9.0308 2020-08-17 19:34:00,025 - mmaction - INFO - Epoch [95][400/2505] lr: 3.750e-05, eta: 3:05:36, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9036, loss_cls: 1.0478, loss: 1.0478, grad_norm: 9.1417 2020-08-17 19:34:15,102 - mmaction - INFO - Epoch [95][420/2505] lr: 3.750e-05, eta: 3:05:21, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8969, loss_cls: 1.0292, loss: 1.0292, grad_norm: 9.1073 2020-08-17 19:34:31,597 - mmaction - INFO - Epoch [95][440/2505] lr: 3.750e-05, eta: 3:05:06, time: 0.825, data_time: 0.004, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8885, loss_cls: 1.1338, loss: 1.1338, grad_norm: 9.3453 2020-08-17 19:34:46,301 - mmaction - INFO - Epoch [95][460/2505] lr: 3.750e-05, eta: 3:04:50, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8865, loss_cls: 1.1010, loss: 1.1010, grad_norm: 9.1418 2020-08-17 19:35:01,748 - mmaction - INFO - Epoch [95][480/2505] lr: 3.750e-05, eta: 3:04:35, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1164, loss: 1.1164, grad_norm: 9.2458 2020-08-17 19:35:16,460 - mmaction - INFO - Epoch [95][500/2505] lr: 3.750e-05, eta: 3:04:20, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.0761, loss: 1.0761, grad_norm: 9.2059 2020-08-17 19:35:31,600 - mmaction - INFO - Epoch [95][520/2505] lr: 3.750e-05, eta: 3:04:05, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8849, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.5764 2020-08-17 19:35:47,124 - mmaction - INFO - Epoch [95][540/2505] lr: 3.750e-05, eta: 3:03:49, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9031, loss_cls: 1.0553, loss: 1.0553, grad_norm: 9.1637 2020-08-17 19:36:02,854 - mmaction - INFO - Epoch [95][560/2505] lr: 3.750e-05, eta: 3:03:34, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8906, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.3713 2020-08-17 19:36:17,557 - mmaction - INFO - Epoch [95][580/2505] lr: 3.750e-05, eta: 3:03:19, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8849, loss_cls: 1.0966, loss: 1.0966, grad_norm: 9.2392 2020-08-17 19:36:33,052 - mmaction - INFO - Epoch [95][600/2505] lr: 3.750e-05, eta: 3:03:04, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.9042, loss_cls: 1.0585, loss: 1.0585, grad_norm: 9.1502 2020-08-17 19:36:49,684 - mmaction - INFO - Epoch [95][620/2505] lr: 3.750e-05, eta: 3:02:49, time: 0.835, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8984, loss_cls: 1.0190, loss: 1.0190, grad_norm: 9.0461 2020-08-17 19:37:04,660 - mmaction - INFO - Epoch [95][640/2505] lr: 3.750e-05, eta: 3:02:33, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8995, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.2738 2020-08-17 19:37:19,558 - mmaction - INFO - Epoch [95][660/2505] lr: 3.750e-05, eta: 3:02:18, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8906, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.2153 2020-08-17 19:37:34,953 - mmaction - INFO - Epoch [95][680/2505] lr: 3.750e-05, eta: 3:02:03, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8885, loss_cls: 1.1313, loss: 1.1313, grad_norm: 9.2680 2020-08-17 19:37:50,878 - mmaction - INFO - Epoch [95][700/2505] lr: 3.750e-05, eta: 3:01:48, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0804, loss: 1.0804, grad_norm: 9.0858 2020-08-17 19:38:05,975 - mmaction - INFO - Epoch [95][720/2505] lr: 3.750e-05, eta: 3:01:33, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8880, loss_cls: 1.1296, loss: 1.1296, grad_norm: 9.5222 2020-08-17 19:38:20,936 - mmaction - INFO - Epoch [95][740/2505] lr: 3.750e-05, eta: 3:01:17, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.7521, top5_acc: 0.9026, loss_cls: 1.0295, loss: 1.0295, grad_norm: 9.1891 2020-08-17 19:38:36,250 - mmaction - INFO - Epoch [95][760/2505] lr: 3.750e-05, eta: 3:01:02, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8943, loss_cls: 1.0715, loss: 1.0715, grad_norm: 9.1112 2020-08-17 19:38:52,022 - mmaction - INFO - Epoch [95][780/2505] lr: 3.750e-05, eta: 3:00:47, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8984, loss_cls: 1.0799, loss: 1.0799, grad_norm: 9.3060 2020-08-17 19:39:06,777 - mmaction - INFO - Epoch [95][800/2505] lr: 3.750e-05, eta: 3:00:32, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1044, loss: 1.1044, grad_norm: 9.2574 2020-08-17 19:39:22,655 - mmaction - INFO - Epoch [95][820/2505] lr: 3.750e-05, eta: 3:00:16, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8990, loss_cls: 1.0853, loss: 1.0853, grad_norm: 9.3260 2020-08-17 19:39:38,167 - mmaction - INFO - Epoch [95][840/2505] lr: 3.750e-05, eta: 3:00:01, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8854, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.2358 2020-08-17 19:39:53,325 - mmaction - INFO - Epoch [95][860/2505] lr: 3.750e-05, eta: 2:59:46, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8807, loss_cls: 1.1184, loss: 1.1184, grad_norm: 9.0382 2020-08-17 19:40:08,672 - mmaction - INFO - Epoch [95][880/2505] lr: 3.750e-05, eta: 2:59:31, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8943, loss_cls: 1.1181, loss: 1.1181, grad_norm: 9.3370 2020-08-17 19:40:23,496 - mmaction - INFO - Epoch [95][900/2505] lr: 3.750e-05, eta: 2:59:16, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8786, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.5453 2020-08-17 19:40:39,775 - mmaction - INFO - Epoch [95][920/2505] lr: 3.750e-05, eta: 2:59:00, time: 0.814, data_time: 0.002, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8927, loss_cls: 1.0941, loss: 1.0941, grad_norm: 9.2477 2020-08-17 19:40:53,912 - mmaction - INFO - Epoch [95][940/2505] lr: 3.750e-05, eta: 2:58:45, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9047, loss_cls: 1.0330, loss: 1.0330, grad_norm: 9.0338 2020-08-17 19:41:08,864 - mmaction - INFO - Epoch [95][960/2505] lr: 3.750e-05, eta: 2:58:30, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7547, top5_acc: 0.9089, loss_cls: 1.0309, loss: 1.0309, grad_norm: 8.9468 2020-08-17 19:41:23,780 - mmaction - INFO - Epoch [95][980/2505] lr: 3.750e-05, eta: 2:58:15, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.0423 2020-08-17 19:41:38,722 - mmaction - INFO - Epoch [95][1000/2505] lr: 3.750e-05, eta: 2:57:59, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.1853 2020-08-17 19:41:54,601 - mmaction - INFO - Epoch [95][1020/2505] lr: 3.750e-05, eta: 2:57:44, time: 0.794, data_time: 0.002, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1203, loss: 1.1203, grad_norm: 9.3460 2020-08-17 19:42:09,188 - mmaction - INFO - Epoch [95][1040/2505] lr: 3.750e-05, eta: 2:57:29, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8792, loss_cls: 1.1482, loss: 1.1482, grad_norm: 9.1033 2020-08-17 19:42:24,399 - mmaction - INFO - Epoch [95][1060/2505] lr: 3.750e-05, eta: 2:57:14, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.7458, top5_acc: 0.9016, loss_cls: 1.0633, loss: 1.0633, grad_norm: 9.1733 2020-08-17 19:42:39,933 - mmaction - INFO - Epoch [95][1080/2505] lr: 3.750e-05, eta: 2:56:58, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.7630, top5_acc: 0.8990, loss_cls: 1.0144, loss: 1.0144, grad_norm: 8.6407 2020-08-17 19:42:55,151 - mmaction - INFO - Epoch [95][1100/2505] lr: 3.750e-05, eta: 2:56:43, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.5852 2020-08-17 19:43:09,621 - mmaction - INFO - Epoch [95][1120/2505] lr: 3.750e-05, eta: 2:56:28, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8995, loss_cls: 1.0556, loss: 1.0556, grad_norm: 8.9236 2020-08-17 19:43:25,165 - mmaction - INFO - Epoch [95][1140/2505] lr: 3.750e-05, eta: 2:56:13, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7510, top5_acc: 0.8937, loss_cls: 1.0532, loss: 1.0532, grad_norm: 8.9880 2020-08-17 19:43:40,090 - mmaction - INFO - Epoch [95][1160/2505] lr: 3.750e-05, eta: 2:55:58, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8839, loss_cls: 1.1181, loss: 1.1181, grad_norm: 9.1029 2020-08-17 19:43:55,662 - mmaction - INFO - Epoch [95][1180/2505] lr: 3.750e-05, eta: 2:55:42, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0853, loss: 1.0853, grad_norm: 8.9892 2020-08-17 19:44:11,021 - mmaction - INFO - Epoch [95][1200/2505] lr: 3.750e-05, eta: 2:55:27, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8943, loss_cls: 1.0625, loss: 1.0625, grad_norm: 9.0568 2020-08-17 19:44:25,572 - mmaction - INFO - Epoch [95][1220/2505] lr: 3.750e-05, eta: 2:55:12, time: 0.727, data_time: 0.008, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0755, loss: 1.0755, grad_norm: 9.2848 2020-08-17 19:44:40,498 - mmaction - INFO - Epoch [95][1240/2505] lr: 3.750e-05, eta: 2:54:57, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7458, top5_acc: 0.9120, loss_cls: 1.0120, loss: 1.0120, grad_norm: 8.7571 2020-08-17 19:44:55,545 - mmaction - INFO - Epoch [95][1260/2505] lr: 3.750e-05, eta: 2:54:41, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9063, loss_cls: 1.0377, loss: 1.0377, grad_norm: 8.9807 2020-08-17 19:45:11,037 - mmaction - INFO - Epoch [95][1280/2505] lr: 3.750e-05, eta: 2:54:26, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8953, loss_cls: 1.0419, loss: 1.0419, grad_norm: 8.7627 2020-08-17 19:45:26,283 - mmaction - INFO - Epoch [95][1300/2505] lr: 3.750e-05, eta: 2:54:11, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8891, loss_cls: 1.0724, loss: 1.0724, grad_norm: 9.0437 2020-08-17 19:45:41,217 - mmaction - INFO - Epoch [95][1320/2505] lr: 3.750e-05, eta: 2:53:56, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8943, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.4138 2020-08-17 19:45:56,338 - mmaction - INFO - Epoch [95][1340/2505] lr: 3.750e-05, eta: 2:53:40, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8958, loss_cls: 1.0485, loss: 1.0485, grad_norm: 8.8694 2020-08-17 19:46:11,347 - mmaction - INFO - Epoch [95][1360/2505] lr: 3.750e-05, eta: 2:53:25, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9000, loss_cls: 1.0540, loss: 1.0540, grad_norm: 9.0314 2020-08-17 19:46:26,690 - mmaction - INFO - Epoch [95][1380/2505] lr: 3.750e-05, eta: 2:53:10, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8948, loss_cls: 1.0659, loss: 1.0659, grad_norm: 9.1331 2020-08-17 19:46:41,851 - mmaction - INFO - Epoch [95][1400/2505] lr: 3.750e-05, eta: 2:52:55, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8875, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.5998 2020-08-17 19:46:57,321 - mmaction - INFO - Epoch [95][1420/2505] lr: 3.750e-05, eta: 2:52:40, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8958, loss_cls: 1.0810, loss: 1.0810, grad_norm: 8.9565 2020-08-17 19:47:12,468 - mmaction - INFO - Epoch [95][1440/2505] lr: 3.750e-05, eta: 2:52:24, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8974, loss_cls: 1.0713, loss: 1.0713, grad_norm: 9.2602 2020-08-17 19:47:27,453 - mmaction - INFO - Epoch [95][1460/2505] lr: 3.750e-05, eta: 2:52:09, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8870, loss_cls: 1.0956, loss: 1.0956, grad_norm: 9.0805 2020-08-17 19:47:41,872 - mmaction - INFO - Epoch [95][1480/2505] lr: 3.750e-05, eta: 2:51:54, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9036, loss_cls: 0.9975, loss: 0.9975, grad_norm: 8.8867 2020-08-17 19:47:57,041 - mmaction - INFO - Epoch [95][1500/2505] lr: 3.750e-05, eta: 2:51:39, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8917, loss_cls: 1.1234, loss: 1.1234, grad_norm: 9.3636 2020-08-17 19:48:12,036 - mmaction - INFO - Epoch [95][1520/2505] lr: 3.750e-05, eta: 2:51:23, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8948, loss_cls: 1.0822, loss: 1.0822, grad_norm: 9.3210 2020-08-17 19:48:27,059 - mmaction - INFO - Epoch [95][1540/2505] lr: 3.750e-05, eta: 2:51:08, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.1038, loss: 1.1038, grad_norm: 9.3003 2020-08-17 19:48:42,538 - mmaction - INFO - Epoch [95][1560/2505] lr: 3.750e-05, eta: 2:50:53, time: 0.775, data_time: 0.003, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.4756 2020-08-17 19:48:57,196 - mmaction - INFO - Epoch [95][1580/2505] lr: 3.750e-05, eta: 2:50:38, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8984, loss_cls: 1.0573, loss: 1.0573, grad_norm: 8.7914 2020-08-17 19:49:12,994 - mmaction - INFO - Epoch [95][1600/2505] lr: 3.750e-05, eta: 2:50:22, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8958, loss_cls: 1.0215, loss: 1.0215, grad_norm: 8.9142 2020-08-17 19:49:28,414 - mmaction - INFO - Epoch [95][1620/2505] lr: 3.750e-05, eta: 2:50:07, time: 0.772, data_time: 0.008, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8870, loss_cls: 1.1025, loss: 1.1025, grad_norm: 8.8706 2020-08-17 19:49:42,805 - mmaction - INFO - Epoch [95][1640/2505] lr: 3.750e-05, eta: 2:49:52, time: 0.719, data_time: 0.003, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8922, loss_cls: 1.1326, loss: 1.1326, grad_norm: 9.3250 2020-08-17 19:49:58,035 - mmaction - INFO - Epoch [95][1660/2505] lr: 3.750e-05, eta: 2:49:37, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8792, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.3078 2020-08-17 19:50:12,890 - mmaction - INFO - Epoch [95][1680/2505] lr: 3.750e-05, eta: 2:49:22, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8859, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.3213 2020-08-17 19:50:27,529 - mmaction - INFO - Epoch [95][1700/2505] lr: 3.750e-05, eta: 2:49:06, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0262, loss: 1.0262, grad_norm: 9.0173 2020-08-17 19:50:42,444 - mmaction - INFO - Epoch [95][1720/2505] lr: 3.750e-05, eta: 2:48:51, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7479, top5_acc: 0.8938, loss_cls: 1.0465, loss: 1.0465, grad_norm: 8.9304 2020-08-17 19:50:57,380 - mmaction - INFO - Epoch [95][1740/2505] lr: 3.750e-05, eta: 2:48:36, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.0211 2020-08-17 19:51:12,293 - mmaction - INFO - Epoch [95][1760/2505] lr: 3.750e-05, eta: 2:48:21, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9104, loss_cls: 1.0319, loss: 1.0319, grad_norm: 9.0708 2020-08-17 19:51:28,796 - mmaction - INFO - Epoch [95][1780/2505] lr: 3.750e-05, eta: 2:48:05, time: 0.827, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9005, loss_cls: 1.0677, loss: 1.0677, grad_norm: 9.1736 2020-08-17 19:51:42,970 - mmaction - INFO - Epoch [95][1800/2505] lr: 3.750e-05, eta: 2:47:50, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8943, loss_cls: 1.0723, loss: 1.0723, grad_norm: 9.2280 2020-08-17 19:51:58,267 - mmaction - INFO - Epoch [95][1820/2505] lr: 3.750e-05, eta: 2:47:35, time: 0.768, data_time: 0.038, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8984, loss_cls: 1.0783, loss: 1.0783, grad_norm: 9.1124 2020-08-17 19:52:12,850 - mmaction - INFO - Epoch [95][1840/2505] lr: 3.750e-05, eta: 2:47:20, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8870, loss_cls: 1.1312, loss: 1.1312, grad_norm: 9.1598 2020-08-17 19:52:27,989 - mmaction - INFO - Epoch [95][1860/2505] lr: 3.750e-05, eta: 2:47:04, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8937, loss_cls: 1.0986, loss: 1.0986, grad_norm: 9.3160 2020-08-17 19:52:43,700 - mmaction - INFO - Epoch [95][1880/2505] lr: 3.750e-05, eta: 2:46:49, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8828, loss_cls: 1.1176, loss: 1.1176, grad_norm: 9.1415 2020-08-17 19:52:58,670 - mmaction - INFO - Epoch [95][1900/2505] lr: 3.750e-05, eta: 2:46:34, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8995, loss_cls: 1.0580, loss: 1.0580, grad_norm: 8.9648 2020-08-17 19:53:13,441 - mmaction - INFO - Epoch [95][1920/2505] lr: 3.750e-05, eta: 2:46:19, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8911, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.4513 2020-08-17 19:53:28,211 - mmaction - INFO - Epoch [95][1940/2505] lr: 3.750e-05, eta: 2:46:03, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.6353 2020-08-17 19:53:43,192 - mmaction - INFO - Epoch [95][1960/2505] lr: 3.750e-05, eta: 2:45:48, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9104, loss_cls: 1.0314, loss: 1.0314, grad_norm: 9.0655 2020-08-17 19:53:57,946 - mmaction - INFO - Epoch [95][1980/2505] lr: 3.750e-05, eta: 2:45:33, time: 0.738, data_time: 0.002, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8990, loss_cls: 1.0497, loss: 1.0497, grad_norm: 8.9386 2020-08-17 19:54:13,013 - mmaction - INFO - Epoch [95][2000/2505] lr: 3.750e-05, eta: 2:45:18, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8958, loss_cls: 1.0554, loss: 1.0554, grad_norm: 8.8413 2020-08-17 19:54:27,809 - mmaction - INFO - Epoch [95][2020/2505] lr: 3.750e-05, eta: 2:45:03, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1260, loss: 1.1260, grad_norm: 9.2267 2020-08-17 19:54:43,020 - mmaction - INFO - Epoch [95][2040/2505] lr: 3.750e-05, eta: 2:44:47, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.1415, loss: 1.1415, grad_norm: 9.6419 2020-08-17 19:54:58,217 - mmaction - INFO - Epoch [95][2060/2505] lr: 3.750e-05, eta: 2:44:32, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8839, loss_cls: 1.1004, loss: 1.1004, grad_norm: 9.3227 2020-08-17 19:55:13,097 - mmaction - INFO - Epoch [95][2080/2505] lr: 3.750e-05, eta: 2:44:17, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8922, loss_cls: 1.0903, loss: 1.0903, grad_norm: 9.1749 2020-08-17 19:55:27,668 - mmaction - INFO - Epoch [95][2100/2505] lr: 3.750e-05, eta: 2:44:02, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7573, top5_acc: 0.9031, loss_cls: 1.0250, loss: 1.0250, grad_norm: 8.9094 2020-08-17 19:55:42,782 - mmaction - INFO - Epoch [95][2120/2505] lr: 3.750e-05, eta: 2:43:46, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8958, loss_cls: 1.0723, loss: 1.0723, grad_norm: 9.0782 2020-08-17 19:55:57,838 - mmaction - INFO - Epoch [95][2140/2505] lr: 3.750e-05, eta: 2:43:31, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8958, loss_cls: 1.0662, loss: 1.0662, grad_norm: 9.0783 2020-08-17 19:56:12,861 - mmaction - INFO - Epoch [95][2160/2505] lr: 3.750e-05, eta: 2:43:16, time: 0.750, data_time: 0.008, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8885, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.5497 2020-08-17 19:56:27,515 - mmaction - INFO - Epoch [95][2180/2505] lr: 3.750e-05, eta: 2:43:01, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9010, loss_cls: 1.0287, loss: 1.0287, grad_norm: 8.7787 2020-08-17 19:56:42,335 - mmaction - INFO - Epoch [95][2200/2505] lr: 3.750e-05, eta: 2:42:45, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.1030, loss: 1.1030, grad_norm: 9.1050 2020-08-17 19:56:58,223 - mmaction - INFO - Epoch [95][2220/2505] lr: 3.750e-05, eta: 2:42:30, time: 0.795, data_time: 0.003, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8854, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.7844 2020-08-17 19:57:12,658 - mmaction - INFO - Epoch [95][2240/2505] lr: 3.750e-05, eta: 2:42:15, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9005, loss_cls: 1.0879, loss: 1.0879, grad_norm: 9.2169 2020-08-17 19:57:27,331 - mmaction - INFO - Epoch [95][2260/2505] lr: 3.750e-05, eta: 2:42:00, time: 0.734, data_time: 0.002, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8870, loss_cls: 1.1080, loss: 1.1080, grad_norm: 9.1923 2020-08-17 19:57:42,604 - mmaction - INFO - Epoch [95][2280/2505] lr: 3.750e-05, eta: 2:41:44, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8995, loss_cls: 1.0429, loss: 1.0429, grad_norm: 9.3154 2020-08-17 19:57:57,152 - mmaction - INFO - Epoch [95][2300/2505] lr: 3.750e-05, eta: 2:41:29, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.2373 2020-08-17 19:58:11,706 - mmaction - INFO - Epoch [95][2320/2505] lr: 3.750e-05, eta: 2:41:14, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8844, loss_cls: 1.1103, loss: 1.1103, grad_norm: 9.1818 2020-08-17 19:58:27,456 - mmaction - INFO - Epoch [95][2340/2505] lr: 3.750e-05, eta: 2:40:59, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.9000, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.3029 2020-08-17 19:58:42,312 - mmaction - INFO - Epoch [95][2360/2505] lr: 3.750e-05, eta: 2:40:43, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8964, loss_cls: 1.0683, loss: 1.0683, grad_norm: 9.2865 2020-08-17 19:58:56,783 - mmaction - INFO - Epoch [95][2380/2505] lr: 3.750e-05, eta: 2:40:28, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9026, loss_cls: 1.0298, loss: 1.0298, grad_norm: 8.8835 2020-08-17 19:59:12,306 - mmaction - INFO - Epoch [95][2400/2505] lr: 3.750e-05, eta: 2:40:13, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8859, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.4775 2020-08-17 19:59:27,159 - mmaction - INFO - Epoch [95][2420/2505] lr: 3.750e-05, eta: 2:39:58, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8917, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.3431 2020-08-17 19:59:41,718 - mmaction - INFO - Epoch [95][2440/2505] lr: 3.750e-05, eta: 2:39:42, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8990, loss_cls: 1.0299, loss: 1.0299, grad_norm: 8.8639 2020-08-17 19:59:57,208 - mmaction - INFO - Epoch [95][2460/2505] lr: 3.750e-05, eta: 2:39:27, time: 0.778, data_time: 0.007, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8807, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.2050 2020-08-17 20:00:13,315 - mmaction - INFO - Epoch [95][2480/2505] lr: 3.750e-05, eta: 2:39:12, time: 0.795, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1535, loss: 1.1535, grad_norm: 9.3475 2020-08-17 20:00:27,837 - mmaction - INFO - Epoch [95][2500/2505] lr: 3.750e-05, eta: 2:38:57, time: 0.736, data_time: 0.031, memory: 8343, top1_acc: 0.7620, top5_acc: 0.9083, loss_cls: 0.9958, loss: 0.9958, grad_norm: 8.6965 2020-08-17 20:00:31,606 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-08-17 20:00:55,929 - mmaction - INFO - Epoch [96][20/2505] lr: 3.750e-05, eta: 2:38:38, time: 1.183, data_time: 0.538, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.0823, loss: 1.0823, grad_norm: 9.1160 2020-08-17 20:01:09,068 - mmaction - INFO - Epoch [96][40/2505] lr: 3.750e-05, eta: 2:38:23, time: 0.659, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8865, loss_cls: 1.1025, loss: 1.1025, grad_norm: 9.3097 2020-08-17 20:01:23,610 - mmaction - INFO - Epoch [96][60/2505] lr: 3.750e-05, eta: 2:38:07, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8927, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.2045 2020-08-17 20:01:37,956 - mmaction - INFO - Epoch [96][80/2505] lr: 3.750e-05, eta: 2:37:52, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0304, loss: 1.0304, grad_norm: 8.9504 2020-08-17 20:01:53,814 - mmaction - INFO - Epoch [96][100/2505] lr: 3.750e-05, eta: 2:37:37, time: 0.792, data_time: 0.004, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9010, loss_cls: 1.0325, loss: 1.0325, grad_norm: 8.9560 2020-08-17 20:02:08,267 - mmaction - INFO - Epoch [96][120/2505] lr: 3.750e-05, eta: 2:37:22, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8958, loss_cls: 1.0745, loss: 1.0745, grad_norm: 8.8736 2020-08-17 20:02:22,712 - mmaction - INFO - Epoch [96][140/2505] lr: 3.750e-05, eta: 2:37:06, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8958, loss_cls: 1.0795, loss: 1.0795, grad_norm: 8.9405 2020-08-17 20:02:37,628 - mmaction - INFO - Epoch [96][160/2505] lr: 3.750e-05, eta: 2:36:51, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8839, loss_cls: 1.0891, loss: 1.0891, grad_norm: 9.1252 2020-08-17 20:02:52,783 - mmaction - INFO - Epoch [96][180/2505] lr: 3.750e-05, eta: 2:36:36, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9063, loss_cls: 1.0426, loss: 1.0426, grad_norm: 9.0763 2020-08-17 20:03:08,529 - mmaction - INFO - Epoch [96][200/2505] lr: 3.750e-05, eta: 2:36:21, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8937, loss_cls: 1.0791, loss: 1.0791, grad_norm: 9.1316 2020-08-17 20:03:22,728 - mmaction - INFO - Epoch [96][220/2505] lr: 3.750e-05, eta: 2:36:06, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8917, loss_cls: 1.1054, loss: 1.1054, grad_norm: 9.1500 2020-08-17 20:03:37,803 - mmaction - INFO - Epoch [96][240/2505] lr: 3.750e-05, eta: 2:35:50, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9010, loss_cls: 1.0096, loss: 1.0096, grad_norm: 9.0400 2020-08-17 20:03:52,556 - mmaction - INFO - Epoch [96][260/2505] lr: 3.750e-05, eta: 2:35:35, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8917, loss_cls: 1.0543, loss: 1.0543, grad_norm: 8.9404 2020-08-17 20:04:07,359 - mmaction - INFO - Epoch [96][280/2505] lr: 3.750e-05, eta: 2:35:20, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8948, loss_cls: 1.0968, loss: 1.0968, grad_norm: 9.0847 2020-08-17 20:04:22,663 - mmaction - INFO - Epoch [96][300/2505] lr: 3.750e-05, eta: 2:35:05, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8964, loss_cls: 1.0714, loss: 1.0714, grad_norm: 8.9947 2020-08-17 20:04:37,879 - mmaction - INFO - Epoch [96][320/2505] lr: 3.750e-05, eta: 2:34:49, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.9016, loss_cls: 1.0959, loss: 1.0959, grad_norm: 9.2155 2020-08-17 20:04:53,190 - mmaction - INFO - Epoch [96][340/2505] lr: 3.750e-05, eta: 2:34:34, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8948, loss_cls: 1.1030, loss: 1.1030, grad_norm: 9.3884 2020-08-17 20:05:07,735 - mmaction - INFO - Epoch [96][360/2505] lr: 3.750e-05, eta: 2:34:19, time: 0.728, data_time: 0.004, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.1018, loss: 1.1018, grad_norm: 9.2816 2020-08-17 20:05:22,935 - mmaction - INFO - Epoch [96][380/2505] lr: 3.750e-05, eta: 2:34:04, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8917, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.1005 2020-08-17 20:05:37,334 - mmaction - INFO - Epoch [96][400/2505] lr: 3.750e-05, eta: 2:33:48, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9021, loss_cls: 1.0562, loss: 1.0562, grad_norm: 9.0141 2020-08-17 20:05:53,192 - mmaction - INFO - Epoch [96][420/2505] lr: 3.750e-05, eta: 2:33:33, time: 0.789, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9036, loss_cls: 1.0483, loss: 1.0483, grad_norm: 9.0640 2020-08-17 20:06:07,868 - mmaction - INFO - Epoch [96][440/2505] lr: 3.750e-05, eta: 2:33:18, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8896, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.4657 2020-08-17 20:06:23,077 - mmaction - INFO - Epoch [96][460/2505] lr: 3.750e-05, eta: 2:33:03, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9036, loss_cls: 1.0465, loss: 1.0465, grad_norm: 9.1411 2020-08-17 20:06:37,825 - mmaction - INFO - Epoch [96][480/2505] lr: 3.750e-05, eta: 2:32:48, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0757, loss: 1.0757, grad_norm: 9.1421 2020-08-17 20:06:53,851 - mmaction - INFO - Epoch [96][500/2505] lr: 3.750e-05, eta: 2:32:32, time: 0.799, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8938, loss_cls: 1.0630, loss: 1.0630, grad_norm: 9.0940 2020-08-17 20:07:08,510 - mmaction - INFO - Epoch [96][520/2505] lr: 3.750e-05, eta: 2:32:17, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8943, loss_cls: 1.0816, loss: 1.0816, grad_norm: 9.3067 2020-08-17 20:07:23,297 - mmaction - INFO - Epoch [96][540/2505] lr: 3.750e-05, eta: 2:32:02, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0723, loss: 1.0723, grad_norm: 9.2938 2020-08-17 20:07:38,963 - mmaction - INFO - Epoch [96][560/2505] lr: 3.750e-05, eta: 2:31:47, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9062, loss_cls: 1.0137, loss: 1.0137, grad_norm: 8.9972 2020-08-17 20:07:53,509 - mmaction - INFO - Epoch [96][580/2505] lr: 3.750e-05, eta: 2:31:31, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8896, loss_cls: 1.0910, loss: 1.0910, grad_norm: 9.4750 2020-08-17 20:08:08,517 - mmaction - INFO - Epoch [96][600/2505] lr: 3.750e-05, eta: 2:31:16, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8875, loss_cls: 1.1269, loss: 1.1269, grad_norm: 9.1909 2020-08-17 20:08:23,337 - mmaction - INFO - Epoch [96][620/2505] lr: 3.750e-05, eta: 2:31:01, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8896, loss_cls: 1.0842, loss: 1.0842, grad_norm: 9.1385 2020-08-17 20:08:38,163 - mmaction - INFO - Epoch [96][640/2505] lr: 3.750e-05, eta: 2:30:46, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8953, loss_cls: 1.0297, loss: 1.0297, grad_norm: 8.7771 2020-08-17 20:08:53,490 - mmaction - INFO - Epoch [96][660/2505] lr: 3.750e-05, eta: 2:30:30, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9016, loss_cls: 1.0774, loss: 1.0774, grad_norm: 9.0992 2020-08-17 20:09:08,539 - mmaction - INFO - Epoch [96][680/2505] lr: 3.750e-05, eta: 2:30:15, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9047, loss_cls: 1.0409, loss: 1.0409, grad_norm: 9.1893 2020-08-17 20:09:24,005 - mmaction - INFO - Epoch [96][700/2505] lr: 3.750e-05, eta: 2:30:00, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8932, loss_cls: 1.1075, loss: 1.1075, grad_norm: 9.1912 2020-08-17 20:09:38,886 - mmaction - INFO - Epoch [96][720/2505] lr: 3.750e-05, eta: 2:29:45, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.0906, loss: 1.0906, grad_norm: 9.1904 2020-08-17 20:09:53,592 - mmaction - INFO - Epoch [96][740/2505] lr: 3.750e-05, eta: 2:29:30, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8922, loss_cls: 1.0683, loss: 1.0683, grad_norm: 8.9394 2020-08-17 20:10:08,933 - mmaction - INFO - Epoch [96][760/2505] lr: 3.750e-05, eta: 2:29:14, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8938, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.3576 2020-08-17 20:10:24,168 - mmaction - INFO - Epoch [96][780/2505] lr: 3.750e-05, eta: 2:28:59, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.9036, loss_cls: 1.0571, loss: 1.0571, grad_norm: 9.0206 2020-08-17 20:10:39,054 - mmaction - INFO - Epoch [96][800/2505] lr: 3.750e-05, eta: 2:28:44, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8859, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.2315 2020-08-17 20:10:54,173 - mmaction - INFO - Epoch [96][820/2505] lr: 3.750e-05, eta: 2:28:29, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8927, loss_cls: 1.0729, loss: 1.0729, grad_norm: 9.1485 2020-08-17 20:11:08,796 - mmaction - INFO - Epoch [96][840/2505] lr: 3.750e-05, eta: 2:28:13, time: 0.731, data_time: 0.003, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8776, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.1246 2020-08-17 20:11:24,730 - mmaction - INFO - Epoch [96][860/2505] lr: 3.750e-05, eta: 2:27:58, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0743, loss: 1.0743, grad_norm: 9.0493 2020-08-17 20:11:39,405 - mmaction - INFO - Epoch [96][880/2505] lr: 3.750e-05, eta: 2:27:43, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8995, loss_cls: 1.0786, loss: 1.0786, grad_norm: 9.2100 2020-08-17 20:11:53,949 - mmaction - INFO - Epoch [96][900/2505] lr: 3.750e-05, eta: 2:27:28, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 1.0511, loss: 1.0511, grad_norm: 8.9732 2020-08-17 20:12:08,812 - mmaction - INFO - Epoch [96][920/2505] lr: 3.750e-05, eta: 2:27:12, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.9021, loss_cls: 1.0493, loss: 1.0493, grad_norm: 9.1226 2020-08-17 20:12:23,586 - mmaction - INFO - Epoch [96][940/2505] lr: 3.750e-05, eta: 2:26:57, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9036, loss_cls: 1.0008, loss: 1.0008, grad_norm: 8.7310 2020-08-17 20:12:38,689 - mmaction - INFO - Epoch [96][960/2505] lr: 3.750e-05, eta: 2:26:42, time: 0.755, data_time: 0.002, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.1104, loss: 1.1104, grad_norm: 9.2278 2020-08-17 20:12:54,043 - mmaction - INFO - Epoch [96][980/2505] lr: 3.750e-05, eta: 2:26:27, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8974, loss_cls: 1.0515, loss: 1.0515, grad_norm: 9.0742 2020-08-17 20:13:09,284 - mmaction - INFO - Epoch [96][1000/2505] lr: 3.750e-05, eta: 2:26:12, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0943, loss: 1.0943, grad_norm: 9.1310 2020-08-17 20:13:25,135 - mmaction - INFO - Epoch [96][1020/2505] lr: 3.750e-05, eta: 2:25:56, time: 0.791, data_time: 0.004, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8995, loss_cls: 1.1292, loss: 1.1292, grad_norm: 9.4622 2020-08-17 20:13:39,028 - mmaction - INFO - Epoch [96][1040/2505] lr: 3.750e-05, eta: 2:25:41, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8818, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.5674 2020-08-17 20:13:53,920 - mmaction - INFO - Epoch [96][1060/2505] lr: 3.750e-05, eta: 2:25:26, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8849, loss_cls: 1.1369, loss: 1.1369, grad_norm: 9.0522 2020-08-17 20:14:08,850 - mmaction - INFO - Epoch [96][1080/2505] lr: 3.750e-05, eta: 2:25:11, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.7120, top5_acc: 0.8698, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.5658 2020-08-17 20:14:24,819 - mmaction - INFO - Epoch [96][1100/2505] lr: 3.750e-05, eta: 2:24:55, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8958, loss_cls: 1.1063, loss: 1.1063, grad_norm: 9.1752 2020-08-17 20:14:39,203 - mmaction - INFO - Epoch [96][1120/2505] lr: 3.750e-05, eta: 2:24:40, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8958, loss_cls: 1.0927, loss: 1.0927, grad_norm: 9.0690 2020-08-17 20:14:54,090 - mmaction - INFO - Epoch [96][1140/2505] lr: 3.750e-05, eta: 2:24:25, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8859, loss_cls: 1.1158, loss: 1.1158, grad_norm: 9.2193 2020-08-17 20:15:08,824 - mmaction - INFO - Epoch [96][1160/2505] lr: 3.750e-05, eta: 2:24:10, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8932, loss_cls: 1.1066, loss: 1.1066, grad_norm: 9.2451 2020-08-17 20:15:24,952 - mmaction - INFO - Epoch [96][1180/2505] lr: 3.750e-05, eta: 2:23:54, time: 0.806, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8937, loss_cls: 1.0644, loss: 1.0644, grad_norm: 9.0644 2020-08-17 20:15:39,658 - mmaction - INFO - Epoch [96][1200/2505] lr: 3.750e-05, eta: 2:23:39, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8938, loss_cls: 1.0507, loss: 1.0507, grad_norm: 9.0252 2020-08-17 20:15:54,379 - mmaction - INFO - Epoch [96][1220/2505] lr: 3.750e-05, eta: 2:23:24, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8958, loss_cls: 1.0789, loss: 1.0789, grad_norm: 9.0016 2020-08-17 20:16:09,590 - mmaction - INFO - Epoch [96][1240/2505] lr: 3.750e-05, eta: 2:23:09, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9026, loss_cls: 1.0602, loss: 1.0602, grad_norm: 9.1558 2020-08-17 20:16:24,427 - mmaction - INFO - Epoch [96][1260/2505] lr: 3.750e-05, eta: 2:22:53, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9010, loss_cls: 1.0278, loss: 1.0278, grad_norm: 8.8050 2020-08-17 20:16:39,170 - mmaction - INFO - Epoch [96][1280/2505] lr: 3.750e-05, eta: 2:22:38, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.3110 2020-08-17 20:16:54,183 - mmaction - INFO - Epoch [96][1300/2505] lr: 3.750e-05, eta: 2:22:23, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7687, top5_acc: 0.9016, loss_cls: 0.9979, loss: 0.9979, grad_norm: 8.8151 2020-08-17 20:17:09,179 - mmaction - INFO - Epoch [96][1320/2505] lr: 3.750e-05, eta: 2:22:08, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8995, loss_cls: 1.0662, loss: 1.0662, grad_norm: 9.0967 2020-08-17 20:17:24,517 - mmaction - INFO - Epoch [96][1340/2505] lr: 3.750e-05, eta: 2:21:53, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.2873 2020-08-17 20:17:39,292 - mmaction - INFO - Epoch [96][1360/2505] lr: 3.750e-05, eta: 2:21:37, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9031, loss_cls: 1.0430, loss: 1.0430, grad_norm: 8.8992 2020-08-17 20:17:54,875 - mmaction - INFO - Epoch [96][1380/2505] lr: 3.750e-05, eta: 2:21:22, time: 0.778, data_time: 0.008, memory: 8343, top1_acc: 0.7370, top5_acc: 0.9026, loss_cls: 1.0505, loss: 1.0505, grad_norm: 9.0582 2020-08-17 20:18:09,968 - mmaction - INFO - Epoch [96][1400/2505] lr: 3.750e-05, eta: 2:21:07, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9005, loss_cls: 1.0664, loss: 1.0664, grad_norm: 9.3449 2020-08-17 20:18:25,812 - mmaction - INFO - Epoch [96][1420/2505] lr: 3.750e-05, eta: 2:20:52, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.9005, loss_cls: 1.0588, loss: 1.0588, grad_norm: 9.1314 2020-08-17 20:18:40,706 - mmaction - INFO - Epoch [96][1440/2505] lr: 3.750e-05, eta: 2:20:36, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8786, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.1548 2020-08-17 20:18:56,071 - mmaction - INFO - Epoch [96][1460/2505] lr: 3.750e-05, eta: 2:20:21, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8844, loss_cls: 1.1501, loss: 1.1501, grad_norm: 9.4289 2020-08-17 20:19:11,971 - mmaction - INFO - Epoch [96][1480/2505] lr: 3.750e-05, eta: 2:20:06, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.7568, top5_acc: 0.9036, loss_cls: 1.0034, loss: 1.0034, grad_norm: 8.9272 2020-08-17 20:19:26,695 - mmaction - INFO - Epoch [96][1500/2505] lr: 3.750e-05, eta: 2:19:51, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8984, loss_cls: 1.0728, loss: 1.0728, grad_norm: 9.1063 2020-08-17 20:19:42,206 - mmaction - INFO - Epoch [96][1520/2505] lr: 3.750e-05, eta: 2:19:36, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9057, loss_cls: 1.0132, loss: 1.0132, grad_norm: 9.0660 2020-08-17 20:19:56,542 - mmaction - INFO - Epoch [96][1540/2505] lr: 3.750e-05, eta: 2:19:20, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8964, loss_cls: 1.0831, loss: 1.0831, grad_norm: 9.0158 2020-08-17 20:20:12,301 - mmaction - INFO - Epoch [96][1560/2505] lr: 3.750e-05, eta: 2:19:05, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8906, loss_cls: 1.0712, loss: 1.0712, grad_norm: 9.0557 2020-08-17 20:20:27,578 - mmaction - INFO - Epoch [96][1580/2505] lr: 3.750e-05, eta: 2:18:50, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8953, loss_cls: 1.0814, loss: 1.0814, grad_norm: 9.2098 2020-08-17 20:20:43,234 - mmaction - INFO - Epoch [96][1600/2505] lr: 3.750e-05, eta: 2:18:35, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8938, loss_cls: 1.0450, loss: 1.0450, grad_norm: 8.8263 2020-08-17 20:20:57,692 - mmaction - INFO - Epoch [96][1620/2505] lr: 3.750e-05, eta: 2:18:19, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8901, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.2964 2020-08-17 20:21:12,505 - mmaction - INFO - Epoch [96][1640/2505] lr: 3.750e-05, eta: 2:18:04, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8859, loss_cls: 1.1005, loss: 1.1005, grad_norm: 9.0515 2020-08-17 20:21:27,761 - mmaction - INFO - Epoch [96][1660/2505] lr: 3.750e-05, eta: 2:17:49, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9005, loss_cls: 1.0521, loss: 1.0521, grad_norm: 9.1855 2020-08-17 20:21:43,260 - mmaction - INFO - Epoch [96][1680/2505] lr: 3.750e-05, eta: 2:17:34, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8953, loss_cls: 1.0726, loss: 1.0726, grad_norm: 9.2316 2020-08-17 20:21:58,062 - mmaction - INFO - Epoch [96][1700/2505] lr: 3.750e-05, eta: 2:17:19, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8859, loss_cls: 1.1354, loss: 1.1354, grad_norm: 9.6367 2020-08-17 20:22:13,900 - mmaction - INFO - Epoch [96][1720/2505] lr: 3.750e-05, eta: 2:17:03, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9031, loss_cls: 1.0409, loss: 1.0409, grad_norm: 9.0136 2020-08-17 20:22:28,838 - mmaction - INFO - Epoch [96][1740/2505] lr: 3.750e-05, eta: 2:16:48, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0842, loss: 1.0842, grad_norm: 9.0142 2020-08-17 20:22:43,640 - mmaction - INFO - Epoch [96][1760/2505] lr: 3.750e-05, eta: 2:16:33, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8969, loss_cls: 1.0654, loss: 1.0654, grad_norm: 9.2112 2020-08-17 20:22:58,759 - mmaction - INFO - Epoch [96][1780/2505] lr: 3.750e-05, eta: 2:16:18, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0425, loss: 1.0425, grad_norm: 9.0345 2020-08-17 20:23:14,384 - mmaction - INFO - Epoch [96][1800/2505] lr: 3.750e-05, eta: 2:16:02, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8854, loss_cls: 1.0822, loss: 1.0822, grad_norm: 9.0864 2020-08-17 20:23:29,494 - mmaction - INFO - Epoch [96][1820/2505] lr: 3.750e-05, eta: 2:15:47, time: 0.757, data_time: 0.004, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9057, loss_cls: 1.0017, loss: 1.0017, grad_norm: 8.8374 2020-08-17 20:23:44,829 - mmaction - INFO - Epoch [96][1840/2505] lr: 3.750e-05, eta: 2:15:32, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7328, top5_acc: 0.9057, loss_cls: 1.0583, loss: 1.0583, grad_norm: 9.2458 2020-08-17 20:23:59,527 - mmaction - INFO - Epoch [96][1860/2505] lr: 3.750e-05, eta: 2:15:17, time: 0.735, data_time: 0.003, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8849, loss_cls: 1.1528, loss: 1.1528, grad_norm: 9.3214 2020-08-17 20:24:14,634 - mmaction - INFO - Epoch [96][1880/2505] lr: 3.750e-05, eta: 2:15:02, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8891, loss_cls: 1.1246, loss: 1.1246, grad_norm: 9.1565 2020-08-17 20:24:29,886 - mmaction - INFO - Epoch [96][1900/2505] lr: 3.750e-05, eta: 2:14:46, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9010, loss_cls: 1.0468, loss: 1.0468, grad_norm: 9.1655 2020-08-17 20:24:45,290 - mmaction - INFO - Epoch [96][1920/2505] lr: 3.750e-05, eta: 2:14:31, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.0678, loss: 1.0678, grad_norm: 9.1190 2020-08-17 20:25:00,361 - mmaction - INFO - Epoch [96][1940/2505] lr: 3.750e-05, eta: 2:14:16, time: 0.753, data_time: 0.003, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0714, loss: 1.0714, grad_norm: 9.1997 2020-08-17 20:25:15,149 - mmaction - INFO - Epoch [96][1960/2505] lr: 3.750e-05, eta: 2:14:01, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8937, loss_cls: 1.0620, loss: 1.0620, grad_norm: 9.2449 2020-08-17 20:25:30,395 - mmaction - INFO - Epoch [96][1980/2505] lr: 3.750e-05, eta: 2:13:45, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8964, loss_cls: 1.0592, loss: 1.0592, grad_norm: 8.8934 2020-08-17 20:25:45,818 - mmaction - INFO - Epoch [96][2000/2505] lr: 3.750e-05, eta: 2:13:30, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8969, loss_cls: 1.0656, loss: 1.0656, grad_norm: 9.2229 2020-08-17 20:26:00,833 - mmaction - INFO - Epoch [96][2020/2505] lr: 3.750e-05, eta: 2:13:15, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8885, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.1352 2020-08-17 20:26:15,781 - mmaction - INFO - Epoch [96][2040/2505] lr: 3.750e-05, eta: 2:13:00, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8958, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.5237 2020-08-17 20:26:30,792 - mmaction - INFO - Epoch [96][2060/2505] lr: 3.750e-05, eta: 2:12:44, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9005, loss_cls: 1.0594, loss: 1.0594, grad_norm: 9.1306 2020-08-17 20:26:46,038 - mmaction - INFO - Epoch [96][2080/2505] lr: 3.750e-05, eta: 2:12:29, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8896, loss_cls: 1.0780, loss: 1.0780, grad_norm: 9.0525 2020-08-17 20:27:01,289 - mmaction - INFO - Epoch [96][2100/2505] lr: 3.750e-05, eta: 2:12:14, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.7521, top5_acc: 0.8990, loss_cls: 1.0743, loss: 1.0743, grad_norm: 9.0496 2020-08-17 20:27:16,269 - mmaction - INFO - Epoch [96][2120/2505] lr: 3.750e-05, eta: 2:11:59, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.7479, top5_acc: 0.9042, loss_cls: 1.0313, loss: 1.0313, grad_norm: 9.0987 2020-08-17 20:27:31,360 - mmaction - INFO - Epoch [96][2140/2505] lr: 3.750e-05, eta: 2:11:44, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1168, loss: 1.1168, grad_norm: 9.4902 2020-08-17 20:27:46,330 - mmaction - INFO - Epoch [96][2160/2505] lr: 3.750e-05, eta: 2:11:28, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.8844, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.5679 2020-08-17 20:28:01,899 - mmaction - INFO - Epoch [96][2180/2505] lr: 3.750e-05, eta: 2:11:13, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8865, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.5553 2020-08-17 20:28:16,550 - mmaction - INFO - Epoch [96][2200/2505] lr: 3.750e-05, eta: 2:10:58, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0459, loss: 1.0459, grad_norm: 9.0262 2020-08-17 20:28:32,749 - mmaction - INFO - Epoch [96][2220/2505] lr: 3.750e-05, eta: 2:10:43, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8865, loss_cls: 1.1082, loss: 1.1082, grad_norm: 9.2004 2020-08-17 20:28:47,198 - mmaction - INFO - Epoch [96][2240/2505] lr: 3.750e-05, eta: 2:10:27, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8953, loss_cls: 1.0384, loss: 1.0384, grad_norm: 8.8410 2020-08-17 20:29:02,420 - mmaction - INFO - Epoch [96][2260/2505] lr: 3.750e-05, eta: 2:10:12, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8854, loss_cls: 1.0960, loss: 1.0960, grad_norm: 9.2950 2020-08-17 20:29:18,465 - mmaction - INFO - Epoch [96][2280/2505] lr: 3.750e-05, eta: 2:09:57, time: 0.803, data_time: 0.007, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8953, loss_cls: 1.0812, loss: 1.0812, grad_norm: 9.0495 2020-08-17 20:29:33,823 - mmaction - INFO - Epoch [96][2300/2505] lr: 3.750e-05, eta: 2:09:42, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8974, loss_cls: 1.1189, loss: 1.1189, grad_norm: 9.2629 2020-08-17 20:29:49,292 - mmaction - INFO - Epoch [96][2320/2505] lr: 3.750e-05, eta: 2:09:27, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9062, loss_cls: 1.0126, loss: 1.0126, grad_norm: 9.2293 2020-08-17 20:30:05,103 - mmaction - INFO - Epoch [96][2340/2505] lr: 3.750e-05, eta: 2:09:11, time: 0.791, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8854, loss_cls: 1.1018, loss: 1.1018, grad_norm: 9.1925 2020-08-17 20:30:19,208 - mmaction - INFO - Epoch [96][2360/2505] lr: 3.750e-05, eta: 2:08:56, time: 0.705, data_time: 0.002, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8927, loss_cls: 1.0945, loss: 1.0945, grad_norm: 9.3143 2020-08-17 20:30:35,538 - mmaction - INFO - Epoch [96][2380/2505] lr: 3.750e-05, eta: 2:08:41, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8839, loss_cls: 1.1250, loss: 1.1250, grad_norm: 9.6915 2020-08-17 20:30:50,836 - mmaction - INFO - Epoch [96][2400/2505] lr: 3.750e-05, eta: 2:08:26, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.9010, loss_cls: 1.0830, loss: 1.0830, grad_norm: 9.3695 2020-08-17 20:31:06,399 - mmaction - INFO - Epoch [96][2420/2505] lr: 3.750e-05, eta: 2:08:11, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8901, loss_cls: 1.0864, loss: 1.0864, grad_norm: 9.1164 2020-08-17 20:31:21,252 - mmaction - INFO - Epoch [96][2440/2505] lr: 3.750e-05, eta: 2:07:55, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.0933, loss: 1.0933, grad_norm: 9.4041 2020-08-17 20:31:36,357 - mmaction - INFO - Epoch [96][2460/2505] lr: 3.750e-05, eta: 2:07:40, time: 0.756, data_time: 0.003, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8958, loss_cls: 1.0665, loss: 1.0665, grad_norm: 8.9474 2020-08-17 20:31:52,293 - mmaction - INFO - Epoch [96][2480/2505] lr: 3.750e-05, eta: 2:07:25, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9057, loss_cls: 1.0533, loss: 1.0533, grad_norm: 9.0680 2020-08-17 20:32:07,872 - mmaction - INFO - Epoch [96][2500/2505] lr: 3.750e-05, eta: 2:07:10, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8990, loss_cls: 1.0787, loss: 1.0787, grad_norm: 9.1660 2020-08-17 20:32:12,695 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-08-17 20:32:33,606 - mmaction - INFO - Epoch [97][20/2505] lr: 3.750e-05, eta: 2:06:51, time: 1.027, data_time: 0.400, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8974, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.4653 2020-08-17 20:32:46,963 - mmaction - INFO - Epoch [97][40/2505] lr: 3.750e-05, eta: 2:06:35, time: 0.667, data_time: 0.002, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8896, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.0312 2020-08-17 20:33:01,867 - mmaction - INFO - Epoch [97][60/2505] lr: 3.750e-05, eta: 2:06:20, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8974, loss_cls: 1.0532, loss: 1.0532, grad_norm: 9.0316 2020-08-17 20:33:16,683 - mmaction - INFO - Epoch [97][80/2505] lr: 3.750e-05, eta: 2:06:05, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8807, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.4058 2020-08-17 20:33:32,283 - mmaction - INFO - Epoch [97][100/2505] lr: 3.750e-05, eta: 2:05:50, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7313, top5_acc: 0.9000, loss_cls: 1.0681, loss: 1.0681, grad_norm: 8.9855 2020-08-17 20:33:47,475 - mmaction - INFO - Epoch [97][120/2505] lr: 3.750e-05, eta: 2:05:35, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8807, loss_cls: 1.1605, loss: 1.1605, grad_norm: 9.3378 2020-08-17 20:34:02,199 - mmaction - INFO - Epoch [97][140/2505] lr: 3.750e-05, eta: 2:05:19, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8911, loss_cls: 1.0927, loss: 1.0927, grad_norm: 9.2962 2020-08-17 20:34:17,945 - mmaction - INFO - Epoch [97][160/2505] lr: 3.750e-05, eta: 2:05:04, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7562, top5_acc: 0.8906, loss_cls: 1.0551, loss: 1.0551, grad_norm: 9.0962 2020-08-17 20:34:33,646 - mmaction - INFO - Epoch [97][180/2505] lr: 3.750e-05, eta: 2:04:49, time: 0.788, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9057, loss_cls: 1.0130, loss: 1.0130, grad_norm: 9.1080 2020-08-17 20:34:48,088 - mmaction - INFO - Epoch [97][200/2505] lr: 3.750e-05, eta: 2:04:34, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8911, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.2497 2020-08-17 20:35:03,611 - mmaction - INFO - Epoch [97][220/2505] lr: 3.750e-05, eta: 2:04:18, time: 0.780, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8880, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.1953 2020-08-17 20:35:18,259 - mmaction - INFO - Epoch [97][240/2505] lr: 3.750e-05, eta: 2:04:03, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8875, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.0519 2020-08-17 20:35:33,806 - mmaction - INFO - Epoch [97][260/2505] lr: 3.750e-05, eta: 2:03:48, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8818, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.5931 2020-08-17 20:35:48,539 - mmaction - INFO - Epoch [97][280/2505] lr: 3.750e-05, eta: 2:03:33, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9099, loss_cls: 0.9882, loss: 0.9882, grad_norm: 8.9817 2020-08-17 20:36:04,264 - mmaction - INFO - Epoch [97][300/2505] lr: 3.750e-05, eta: 2:03:18, time: 0.784, data_time: 0.004, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8844, loss_cls: 1.1396, loss: 1.1396, grad_norm: 9.3132 2020-08-17 20:36:19,353 - mmaction - INFO - Epoch [97][320/2505] lr: 3.750e-05, eta: 2:03:02, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9099, loss_cls: 1.0460, loss: 1.0460, grad_norm: 8.9583 2020-08-17 20:36:35,698 - mmaction - INFO - Epoch [97][340/2505] lr: 3.750e-05, eta: 2:02:47, time: 0.813, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8901, loss_cls: 1.0960, loss: 1.0960, grad_norm: 9.2618 2020-08-17 20:36:50,042 - mmaction - INFO - Epoch [97][360/2505] lr: 3.750e-05, eta: 2:02:32, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.2263 2020-08-17 20:37:05,026 - mmaction - INFO - Epoch [97][380/2505] lr: 3.750e-05, eta: 2:02:17, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8943, loss_cls: 1.1152, loss: 1.1152, grad_norm: 9.4865 2020-08-17 20:37:21,764 - mmaction - INFO - Epoch [97][400/2505] lr: 3.750e-05, eta: 2:02:01, time: 0.838, data_time: 0.005, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8885, loss_cls: 1.1067, loss: 1.1067, grad_norm: 9.4701 2020-08-17 20:37:36,253 - mmaction - INFO - Epoch [97][420/2505] lr: 3.750e-05, eta: 2:01:46, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8891, loss_cls: 1.1238, loss: 1.1238, grad_norm: 9.4229 2020-08-17 20:37:51,176 - mmaction - INFO - Epoch [97][440/2505] lr: 3.750e-05, eta: 2:01:31, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1187, loss: 1.1187, grad_norm: 9.3125 2020-08-17 20:38:06,662 - mmaction - INFO - Epoch [97][460/2505] lr: 3.750e-05, eta: 2:01:16, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7151, top5_acc: 0.8839, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.3880 2020-08-17 20:38:21,695 - mmaction - INFO - Epoch [97][480/2505] lr: 3.750e-05, eta: 2:01:01, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8917, loss_cls: 1.0738, loss: 1.0738, grad_norm: 9.1923 2020-08-17 20:38:37,162 - mmaction - INFO - Epoch [97][500/2505] lr: 3.750e-05, eta: 2:00:45, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8995, loss_cls: 1.0593, loss: 1.0593, grad_norm: 8.7291 2020-08-17 20:38:52,439 - mmaction - INFO - Epoch [97][520/2505] lr: 3.750e-05, eta: 2:00:30, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8901, loss_cls: 1.0927, loss: 1.0927, grad_norm: 9.3085 2020-08-17 20:39:08,625 - mmaction - INFO - Epoch [97][540/2505] lr: 3.750e-05, eta: 2:00:15, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9078, loss_cls: 1.0321, loss: 1.0321, grad_norm: 8.9976 2020-08-17 20:39:23,351 - mmaction - INFO - Epoch [97][560/2505] lr: 3.750e-05, eta: 2:00:00, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8901, loss_cls: 1.0721, loss: 1.0721, grad_norm: 9.1204 2020-08-17 20:39:38,260 - mmaction - INFO - Epoch [97][580/2505] lr: 3.750e-05, eta: 1:59:44, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8865, loss_cls: 1.1207, loss: 1.1207, grad_norm: 9.3430 2020-08-17 20:39:53,812 - mmaction - INFO - Epoch [97][600/2505] lr: 3.750e-05, eta: 1:59:29, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9016, loss_cls: 1.0660, loss: 1.0660, grad_norm: 8.9000 2020-08-17 20:40:08,884 - mmaction - INFO - Epoch [97][620/2505] lr: 3.750e-05, eta: 1:59:14, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8917, loss_cls: 1.0769, loss: 1.0769, grad_norm: 9.2013 2020-08-17 20:40:25,054 - mmaction - INFO - Epoch [97][640/2505] lr: 3.750e-05, eta: 1:58:59, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 1.0444, loss: 1.0444, grad_norm: 8.8618 2020-08-17 20:40:39,725 - mmaction - INFO - Epoch [97][660/2505] lr: 3.750e-05, eta: 1:58:44, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7187, top5_acc: 0.8844, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.3689 2020-08-17 20:40:54,719 - mmaction - INFO - Epoch [97][680/2505] lr: 3.750e-05, eta: 1:58:28, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9078, loss_cls: 1.0115, loss: 1.0115, grad_norm: 9.0316 2020-08-17 20:41:09,653 - mmaction - INFO - Epoch [97][700/2505] lr: 3.750e-05, eta: 1:58:13, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8859, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.0723 2020-08-17 20:41:24,665 - mmaction - INFO - Epoch [97][720/2505] lr: 3.750e-05, eta: 1:57:58, time: 0.751, data_time: 0.003, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8849, loss_cls: 1.1398, loss: 1.1398, grad_norm: 9.3200 2020-08-17 20:41:40,411 - mmaction - INFO - Epoch [97][740/2505] lr: 3.750e-05, eta: 1:57:43, time: 0.787, data_time: 0.002, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.2897 2020-08-17 20:41:55,057 - mmaction - INFO - Epoch [97][760/2505] lr: 3.750e-05, eta: 1:57:27, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0795, loss: 1.0795, grad_norm: 9.1796 2020-08-17 20:42:09,909 - mmaction - INFO - Epoch [97][780/2505] lr: 3.750e-05, eta: 1:57:12, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8974, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.7171 2020-08-17 20:42:25,477 - mmaction - INFO - Epoch [97][800/2505] lr: 3.750e-05, eta: 1:56:57, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8984, loss_cls: 1.0527, loss: 1.0527, grad_norm: 8.9938 2020-08-17 20:42:41,392 - mmaction - INFO - Epoch [97][820/2505] lr: 3.750e-05, eta: 1:56:42, time: 0.796, data_time: 0.004, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8917, loss_cls: 1.0743, loss: 1.0743, grad_norm: 9.0650 2020-08-17 20:42:57,308 - mmaction - INFO - Epoch [97][840/2505] lr: 3.750e-05, eta: 1:56:27, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.0997, loss: 1.0997, grad_norm: 9.0774 2020-08-17 20:43:11,868 - mmaction - INFO - Epoch [97][860/2505] lr: 3.750e-05, eta: 1:56:11, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.0996, loss: 1.0996, grad_norm: 9.3582 2020-08-17 20:43:26,756 - mmaction - INFO - Epoch [97][880/2505] lr: 3.750e-05, eta: 1:55:56, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.7083, top5_acc: 0.8823, loss_cls: 1.1720, loss: 1.1720, grad_norm: 9.5446 2020-08-17 20:43:41,655 - mmaction - INFO - Epoch [97][900/2505] lr: 3.750e-05, eta: 1:55:41, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.1375, loss: 1.1375, grad_norm: 9.2193 2020-08-17 20:43:57,123 - mmaction - INFO - Epoch [97][920/2505] lr: 3.750e-05, eta: 1:55:26, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8984, loss_cls: 1.0884, loss: 1.0884, grad_norm: 9.2072 2020-08-17 20:44:11,987 - mmaction - INFO - Epoch [97][940/2505] lr: 3.750e-05, eta: 1:55:10, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9031, loss_cls: 1.0208, loss: 1.0208, grad_norm: 8.9386 2020-08-17 20:44:27,527 - mmaction - INFO - Epoch [97][960/2505] lr: 3.750e-05, eta: 1:54:55, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8932, loss_cls: 1.0383, loss: 1.0383, grad_norm: 9.0610 2020-08-17 20:44:42,758 - mmaction - INFO - Epoch [97][980/2505] lr: 3.750e-05, eta: 1:54:40, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8922, loss_cls: 1.1041, loss: 1.1041, grad_norm: 9.3235 2020-08-17 20:44:58,224 - mmaction - INFO - Epoch [97][1000/2505] lr: 3.750e-05, eta: 1:54:25, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.7089, top5_acc: 0.8859, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.4866 2020-08-17 20:45:13,361 - mmaction - INFO - Epoch [97][1020/2505] lr: 3.750e-05, eta: 1:54:10, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8885, loss_cls: 1.0896, loss: 1.0896, grad_norm: 9.1731 2020-08-17 20:45:29,481 - mmaction - INFO - Epoch [97][1040/2505] lr: 3.750e-05, eta: 1:53:54, time: 0.810, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8911, loss_cls: 1.1219, loss: 1.1219, grad_norm: 9.6699 2020-08-17 20:45:44,059 - mmaction - INFO - Epoch [97][1060/2505] lr: 3.750e-05, eta: 1:53:39, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8979, loss_cls: 1.0462, loss: 1.0462, grad_norm: 9.1766 2020-08-17 20:45:59,057 - mmaction - INFO - Epoch [97][1080/2505] lr: 3.750e-05, eta: 1:53:24, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8958, loss_cls: 1.0367, loss: 1.0367, grad_norm: 8.9559 2020-08-17 20:46:16,083 - mmaction - INFO - Epoch [97][1100/2505] lr: 3.750e-05, eta: 1:53:09, time: 0.848, data_time: 0.006, memory: 8343, top1_acc: 0.7135, top5_acc: 0.8953, loss_cls: 1.1350, loss: 1.1350, grad_norm: 9.4086 2020-08-17 20:46:30,028 - mmaction - INFO - Epoch [97][1120/2505] lr: 3.750e-05, eta: 1:52:53, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8943, loss_cls: 1.0936, loss: 1.0936, grad_norm: 9.2188 2020-08-17 20:46:45,139 - mmaction - INFO - Epoch [97][1140/2505] lr: 3.750e-05, eta: 1:52:38, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0681, loss: 1.0681, grad_norm: 9.2064 2020-08-17 20:47:00,918 - mmaction - INFO - Epoch [97][1160/2505] lr: 3.750e-05, eta: 1:52:23, time: 0.792, data_time: 0.007, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8995, loss_cls: 1.0305, loss: 1.0305, grad_norm: 8.7279 2020-08-17 20:47:15,862 - mmaction - INFO - Epoch [97][1180/2505] lr: 3.750e-05, eta: 1:52:08, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8911, loss_cls: 1.0782, loss: 1.0782, grad_norm: 9.1746 2020-08-17 20:47:31,309 - mmaction - INFO - Epoch [97][1200/2505] lr: 3.750e-05, eta: 1:51:53, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0870, loss: 1.0870, grad_norm: 9.2041 2020-08-17 20:47:46,852 - mmaction - INFO - Epoch [97][1220/2505] lr: 3.750e-05, eta: 1:51:37, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0484, loss: 1.0484, grad_norm: 8.8652 2020-08-17 20:48:02,005 - mmaction - INFO - Epoch [97][1240/2505] lr: 3.750e-05, eta: 1:51:22, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8964, loss_cls: 1.0919, loss: 1.0919, grad_norm: 9.2960 2020-08-17 20:48:17,437 - mmaction - INFO - Epoch [97][1260/2505] lr: 3.750e-05, eta: 1:51:07, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8974, loss_cls: 1.0478, loss: 1.0478, grad_norm: 9.2339 2020-08-17 20:48:32,255 - mmaction - INFO - Epoch [97][1280/2505] lr: 3.750e-05, eta: 1:50:52, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8937, loss_cls: 1.1018, loss: 1.1018, grad_norm: 9.3408 2020-08-17 20:48:47,156 - mmaction - INFO - Epoch [97][1300/2505] lr: 3.750e-05, eta: 1:50:36, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0259, loss: 1.0259, grad_norm: 9.1349 2020-08-17 20:49:02,902 - mmaction - INFO - Epoch [97][1320/2505] lr: 3.750e-05, eta: 1:50:21, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0145, loss: 1.0145, grad_norm: 8.8987 2020-08-17 20:49:17,814 - mmaction - INFO - Epoch [97][1340/2505] lr: 3.750e-05, eta: 1:50:06, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8958, loss_cls: 1.0720, loss: 1.0720, grad_norm: 9.2927 2020-08-17 20:49:33,288 - mmaction - INFO - Epoch [97][1360/2505] lr: 3.750e-05, eta: 1:49:51, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8948, loss_cls: 1.0374, loss: 1.0374, grad_norm: 8.9962 2020-08-17 20:49:48,643 - mmaction - INFO - Epoch [97][1380/2505] lr: 3.750e-05, eta: 1:49:36, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7531, top5_acc: 0.8958, loss_cls: 1.0572, loss: 1.0572, grad_norm: 9.0758 2020-08-17 20:50:03,938 - mmaction - INFO - Epoch [97][1400/2505] lr: 3.750e-05, eta: 1:49:20, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8854, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.2275 2020-08-17 20:50:19,183 - mmaction - INFO - Epoch [97][1420/2505] lr: 3.750e-05, eta: 1:49:05, time: 0.763, data_time: 0.003, memory: 8343, top1_acc: 0.7297, top5_acc: 0.9036, loss_cls: 1.0772, loss: 1.0772, grad_norm: 9.2873 2020-08-17 20:50:35,300 - mmaction - INFO - Epoch [97][1440/2505] lr: 3.750e-05, eta: 1:48:50, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8932, loss_cls: 1.0548, loss: 1.0548, grad_norm: 9.1305 2020-08-17 20:50:50,222 - mmaction - INFO - Epoch [97][1460/2505] lr: 3.750e-05, eta: 1:48:35, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8896, loss_cls: 1.0886, loss: 1.0886, grad_norm: 9.2617 2020-08-17 20:51:04,898 - mmaction - INFO - Epoch [97][1480/2505] lr: 3.750e-05, eta: 1:48:19, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9016, loss_cls: 1.0492, loss: 1.0492, grad_norm: 8.9635 2020-08-17 20:51:20,105 - mmaction - INFO - Epoch [97][1500/2505] lr: 3.750e-05, eta: 1:48:04, time: 0.760, data_time: 0.003, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8906, loss_cls: 1.0995, loss: 1.0995, grad_norm: 9.3194 2020-08-17 20:51:36,652 - mmaction - INFO - Epoch [97][1520/2505] lr: 3.750e-05, eta: 1:47:49, time: 0.825, data_time: 0.004, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8865, loss_cls: 1.1094, loss: 1.1094, grad_norm: 9.1736 2020-08-17 20:51:50,633 - mmaction - INFO - Epoch [97][1540/2505] lr: 3.750e-05, eta: 1:47:34, time: 0.701, data_time: 0.004, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8854, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.2572 2020-08-17 20:52:05,556 - mmaction - INFO - Epoch [97][1560/2505] lr: 3.750e-05, eta: 1:47:19, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8953, loss_cls: 1.0948, loss: 1.0948, grad_norm: 9.1030 2020-08-17 20:52:20,514 - mmaction - INFO - Epoch [97][1580/2505] lr: 3.750e-05, eta: 1:47:03, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8964, loss_cls: 1.0503, loss: 1.0503, grad_norm: 9.2291 2020-08-17 20:52:35,633 - mmaction - INFO - Epoch [97][1600/2505] lr: 3.750e-05, eta: 1:46:48, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8937, loss_cls: 1.0766, loss: 1.0766, grad_norm: 9.0564 2020-08-17 20:52:50,858 - mmaction - INFO - Epoch [97][1620/2505] lr: 3.750e-05, eta: 1:46:33, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8932, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.2978 2020-08-17 20:53:06,087 - mmaction - INFO - Epoch [97][1640/2505] lr: 3.750e-05, eta: 1:46:18, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1014, loss: 1.1014, grad_norm: 9.3498 2020-08-17 20:53:21,318 - mmaction - INFO - Epoch [97][1660/2505] lr: 3.750e-05, eta: 1:46:02, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8865, loss_cls: 1.1060, loss: 1.1060, grad_norm: 9.3682 2020-08-17 20:53:36,836 - mmaction - INFO - Epoch [97][1680/2505] lr: 3.750e-05, eta: 1:45:47, time: 0.772, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9063, loss_cls: 1.0261, loss: 1.0261, grad_norm: 9.0983 2020-08-17 20:53:51,793 - mmaction - INFO - Epoch [97][1700/2505] lr: 3.750e-05, eta: 1:45:32, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8927, loss_cls: 1.1109, loss: 1.1109, grad_norm: 9.3315 2020-08-17 20:54:08,071 - mmaction - INFO - Epoch [97][1720/2505] lr: 3.750e-05, eta: 1:45:17, time: 0.814, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.0910, loss: 1.0910, grad_norm: 9.2201 2020-08-17 20:54:22,609 - mmaction - INFO - Epoch [97][1740/2505] lr: 3.750e-05, eta: 1:45:02, time: 0.726, data_time: 0.003, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8922, loss_cls: 1.0876, loss: 1.0876, grad_norm: 9.1345 2020-08-17 20:54:37,714 - mmaction - INFO - Epoch [97][1760/2505] lr: 3.750e-05, eta: 1:44:46, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8974, loss_cls: 1.0560, loss: 1.0560, grad_norm: 9.0499 2020-08-17 20:54:52,661 - mmaction - INFO - Epoch [97][1780/2505] lr: 3.750e-05, eta: 1:44:31, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8974, loss_cls: 1.0428, loss: 1.0428, grad_norm: 9.1760 2020-08-17 20:55:08,062 - mmaction - INFO - Epoch [97][1800/2505] lr: 3.750e-05, eta: 1:44:16, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0814, loss: 1.0814, grad_norm: 9.1730 2020-08-17 20:55:23,094 - mmaction - INFO - Epoch [97][1820/2505] lr: 3.750e-05, eta: 1:44:01, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8891, loss_cls: 1.0862, loss: 1.0862, grad_norm: 9.2689 2020-08-17 20:55:38,850 - mmaction - INFO - Epoch [97][1840/2505] lr: 3.750e-05, eta: 1:43:45, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7521, top5_acc: 0.8958, loss_cls: 1.0552, loss: 1.0552, grad_norm: 9.0890 2020-08-17 20:55:53,501 - mmaction - INFO - Epoch [97][1860/2505] lr: 3.750e-05, eta: 1:43:30, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8964, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.1986 2020-08-17 20:56:08,938 - mmaction - INFO - Epoch [97][1880/2505] lr: 3.750e-05, eta: 1:43:15, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8911, loss_cls: 1.0685, loss: 1.0685, grad_norm: 9.2767 2020-08-17 20:56:23,882 - mmaction - INFO - Epoch [97][1900/2505] lr: 3.750e-05, eta: 1:43:00, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8880, loss_cls: 1.0904, loss: 1.0904, grad_norm: 8.9681 2020-08-17 20:56:39,159 - mmaction - INFO - Epoch [97][1920/2505] lr: 3.750e-05, eta: 1:42:45, time: 0.762, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8948, loss_cls: 1.0866, loss: 1.0866, grad_norm: 8.9406 2020-08-17 20:56:53,900 - mmaction - INFO - Epoch [97][1940/2505] lr: 3.750e-05, eta: 1:42:29, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8958, loss_cls: 1.0729, loss: 1.0729, grad_norm: 9.1411 2020-08-17 20:57:09,187 - mmaction - INFO - Epoch [97][1960/2505] lr: 3.750e-05, eta: 1:42:14, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8974, loss_cls: 1.0979, loss: 1.0979, grad_norm: 9.0594 2020-08-17 20:57:24,398 - mmaction - INFO - Epoch [97][1980/2505] lr: 3.750e-05, eta: 1:41:59, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.3161 2020-08-17 20:57:39,375 - mmaction - INFO - Epoch [97][2000/2505] lr: 3.750e-05, eta: 1:41:44, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8979, loss_cls: 1.0578, loss: 1.0578, grad_norm: 9.0079 2020-08-17 20:57:55,323 - mmaction - INFO - Epoch [97][2020/2505] lr: 3.750e-05, eta: 1:41:28, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8901, loss_cls: 1.0538, loss: 1.0538, grad_norm: 8.9108 2020-08-17 20:58:10,126 - mmaction - INFO - Epoch [97][2040/2505] lr: 3.750e-05, eta: 1:41:13, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8854, loss_cls: 1.0825, loss: 1.0825, grad_norm: 9.0850 2020-08-17 20:58:25,711 - mmaction - INFO - Epoch [97][2060/2505] lr: 3.750e-05, eta: 1:40:58, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9068, loss_cls: 1.0356, loss: 1.0356, grad_norm: 9.1789 2020-08-17 20:58:40,934 - mmaction - INFO - Epoch [97][2080/2505] lr: 3.750e-05, eta: 1:40:43, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8880, loss_cls: 1.0861, loss: 1.0861, grad_norm: 9.0653 2020-08-17 20:58:56,428 - mmaction - INFO - Epoch [97][2100/2505] lr: 3.750e-05, eta: 1:40:28, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8911, loss_cls: 1.1013, loss: 1.1013, grad_norm: 9.1945 2020-08-17 20:59:11,183 - mmaction - INFO - Epoch [97][2120/2505] lr: 3.750e-05, eta: 1:40:12, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8896, loss_cls: 1.0597, loss: 1.0597, grad_norm: 9.0005 2020-08-17 20:59:26,585 - mmaction - INFO - Epoch [97][2140/2505] lr: 3.750e-05, eta: 1:39:57, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8875, loss_cls: 1.1107, loss: 1.1107, grad_norm: 8.9724 2020-08-17 20:59:42,721 - mmaction - INFO - Epoch [97][2160/2505] lr: 3.750e-05, eta: 1:39:42, time: 0.808, data_time: 0.004, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8937, loss_cls: 1.0652, loss: 1.0652, grad_norm: 9.1868 2020-08-17 20:59:57,373 - mmaction - INFO - Epoch [97][2180/2505] lr: 3.750e-05, eta: 1:39:27, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8974, loss_cls: 1.0335, loss: 1.0335, grad_norm: 8.7253 2020-08-17 21:00:14,074 - mmaction - INFO - Epoch [97][2200/2505] lr: 3.750e-05, eta: 1:39:12, time: 0.829, data_time: 0.010, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8849, loss_cls: 1.1093, loss: 1.1093, grad_norm: 9.3009 2020-08-17 21:00:29,418 - mmaction - INFO - Epoch [97][2220/2505] lr: 3.750e-05, eta: 1:38:56, time: 0.775, data_time: 0.020, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8807, loss_cls: 1.1588, loss: 1.1588, grad_norm: 9.8584 2020-08-17 21:00:43,919 - mmaction - INFO - Epoch [97][2240/2505] lr: 3.750e-05, eta: 1:38:41, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8958, loss_cls: 1.0765, loss: 1.0765, grad_norm: 9.2172 2020-08-17 21:00:58,981 - mmaction - INFO - Epoch [97][2260/2505] lr: 3.750e-05, eta: 1:38:26, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8911, loss_cls: 1.0941, loss: 1.0941, grad_norm: 9.3281 2020-08-17 21:01:13,851 - mmaction - INFO - Epoch [97][2280/2505] lr: 3.750e-05, eta: 1:38:11, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8849, loss_cls: 1.1262, loss: 1.1262, grad_norm: 9.2764 2020-08-17 21:01:29,111 - mmaction - INFO - Epoch [97][2300/2505] lr: 3.750e-05, eta: 1:37:55, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9068, loss_cls: 1.0091, loss: 1.0091, grad_norm: 9.1322 2020-08-17 21:01:43,910 - mmaction - INFO - Epoch [97][2320/2505] lr: 3.750e-05, eta: 1:37:40, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8901, loss_cls: 1.1111, loss: 1.1111, grad_norm: 9.3518 2020-08-17 21:01:58,932 - mmaction - INFO - Epoch [97][2340/2505] lr: 3.750e-05, eta: 1:37:25, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9010, loss_cls: 1.0704, loss: 1.0704, grad_norm: 9.1355 2020-08-17 21:02:14,139 - mmaction - INFO - Epoch [97][2360/2505] lr: 3.750e-05, eta: 1:37:10, time: 0.762, data_time: 0.007, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8990, loss_cls: 1.0441, loss: 1.0441, grad_norm: 9.0576 2020-08-17 21:02:29,611 - mmaction - INFO - Epoch [97][2380/2505] lr: 3.750e-05, eta: 1:36:54, time: 0.774, data_time: 0.004, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8839, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.6304 2020-08-17 21:02:44,558 - mmaction - INFO - Epoch [97][2400/2505] lr: 3.750e-05, eta: 1:36:39, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0781, loss: 1.0781, grad_norm: 9.3652 2020-08-17 21:03:00,695 - mmaction - INFO - Epoch [97][2420/2505] lr: 3.750e-05, eta: 1:36:24, time: 0.811, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8984, loss_cls: 1.0621, loss: 1.0621, grad_norm: 9.2164 2020-08-17 21:03:14,890 - mmaction - INFO - Epoch [97][2440/2505] lr: 3.750e-05, eta: 1:36:09, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8943, loss_cls: 1.1115, loss: 1.1115, grad_norm: 9.2660 2020-08-17 21:03:29,753 - mmaction - INFO - Epoch [97][2460/2505] lr: 3.750e-05, eta: 1:35:54, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8911, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.2827 2020-08-17 21:03:45,800 - mmaction - INFO - Epoch [97][2480/2505] lr: 3.750e-05, eta: 1:35:38, time: 0.802, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8885, loss_cls: 1.1151, loss: 1.1151, grad_norm: 9.2679 2020-08-17 21:03:59,879 - mmaction - INFO - Epoch [97][2500/2505] lr: 3.750e-05, eta: 1:35:23, time: 0.704, data_time: 0.002, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8984, loss_cls: 1.0603, loss: 1.0603, grad_norm: 9.1858 2020-08-17 21:04:03,697 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-08-17 21:04:29,784 - mmaction - INFO - Epoch [98][20/2505] lr: 3.750e-05, eta: 1:35:04, time: 1.275, data_time: 0.623, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8969, loss_cls: 1.0449, loss: 1.0449, grad_norm: 8.9368 2020-08-17 21:04:42,476 - mmaction - INFO - Epoch [98][40/2505] lr: 3.750e-05, eta: 1:34:49, time: 0.637, data_time: 0.005, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9031, loss_cls: 1.0363, loss: 1.0363, grad_norm: 9.1779 2020-08-17 21:04:57,441 - mmaction - INFO - Epoch [98][60/2505] lr: 3.750e-05, eta: 1:34:34, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.4488 2020-08-17 21:05:12,564 - mmaction - INFO - Epoch [98][80/2505] lr: 3.750e-05, eta: 1:34:19, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8990, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.3765 2020-08-17 21:05:27,463 - mmaction - INFO - Epoch [98][100/2505] lr: 3.750e-05, eta: 1:34:03, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8901, loss_cls: 1.0878, loss: 1.0878, grad_norm: 9.3283 2020-08-17 21:05:43,266 - mmaction - INFO - Epoch [98][120/2505] lr: 3.750e-05, eta: 1:33:48, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.0563, loss: 1.0563, grad_norm: 8.9823 2020-08-17 21:05:58,076 - mmaction - INFO - Epoch [98][140/2505] lr: 3.750e-05, eta: 1:33:33, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8865, loss_cls: 1.0980, loss: 1.0980, grad_norm: 9.2187 2020-08-17 21:06:12,517 - mmaction - INFO - Epoch [98][160/2505] lr: 3.750e-05, eta: 1:33:18, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9016, loss_cls: 1.0375, loss: 1.0375, grad_norm: 9.1888 2020-08-17 21:06:27,488 - mmaction - INFO - Epoch [98][180/2505] lr: 3.750e-05, eta: 1:33:02, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0722, loss: 1.0722, grad_norm: 9.0919 2020-08-17 21:06:42,800 - mmaction - INFO - Epoch [98][200/2505] lr: 3.750e-05, eta: 1:32:47, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9057, loss_cls: 1.0590, loss: 1.0590, grad_norm: 9.4432 2020-08-17 21:06:58,970 - mmaction - INFO - Epoch [98][220/2505] lr: 3.750e-05, eta: 1:32:32, time: 0.808, data_time: 0.006, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.3546 2020-08-17 21:07:14,108 - mmaction - INFO - Epoch [98][240/2505] lr: 3.750e-05, eta: 1:32:17, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8958, loss_cls: 1.0817, loss: 1.0817, grad_norm: 9.3276 2020-08-17 21:07:29,177 - mmaction - INFO - Epoch [98][260/2505] lr: 3.750e-05, eta: 1:32:01, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7536, top5_acc: 0.8932, loss_cls: 1.0830, loss: 1.0830, grad_norm: 9.2750 2020-08-17 21:07:43,832 - mmaction - INFO - Epoch [98][280/2505] lr: 3.750e-05, eta: 1:31:46, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.2404 2020-08-17 21:08:00,063 - mmaction - INFO - Epoch [98][300/2505] lr: 3.750e-05, eta: 1:31:31, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.7188, top5_acc: 0.8917, loss_cls: 1.1269, loss: 1.1269, grad_norm: 9.7703 2020-08-17 21:08:14,469 - mmaction - INFO - Epoch [98][320/2505] lr: 3.750e-05, eta: 1:31:16, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8891, loss_cls: 1.0818, loss: 1.0818, grad_norm: 9.2501 2020-08-17 21:08:29,230 - mmaction - INFO - Epoch [98][340/2505] lr: 3.750e-05, eta: 1:31:01, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.0869, loss: 1.0869, grad_norm: 9.3851 2020-08-17 21:08:44,533 - mmaction - INFO - Epoch [98][360/2505] lr: 3.750e-05, eta: 1:30:45, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0273, loss: 1.0273, grad_norm: 9.0752 2020-08-17 21:09:00,110 - mmaction - INFO - Epoch [98][380/2505] lr: 3.750e-05, eta: 1:30:30, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8953, loss_cls: 1.0901, loss: 1.0901, grad_norm: 9.2946 2020-08-17 21:09:15,169 - mmaction - INFO - Epoch [98][400/2505] lr: 3.750e-05, eta: 1:30:15, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0618, loss: 1.0618, grad_norm: 9.2112 2020-08-17 21:09:30,248 - mmaction - INFO - Epoch [98][420/2505] lr: 3.750e-05, eta: 1:30:00, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7432, top5_acc: 0.9000, loss_cls: 1.0258, loss: 1.0258, grad_norm: 8.7727 2020-08-17 21:09:45,328 - mmaction - INFO - Epoch [98][440/2505] lr: 3.750e-05, eta: 1:29:44, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8885, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.1172 2020-08-17 21:10:00,553 - mmaction - INFO - Epoch [98][460/2505] lr: 3.750e-05, eta: 1:29:29, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8979, loss_cls: 1.0520, loss: 1.0520, grad_norm: 8.9019 2020-08-17 21:10:15,479 - mmaction - INFO - Epoch [98][480/2505] lr: 3.750e-05, eta: 1:29:14, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8849, loss_cls: 1.1141, loss: 1.1141, grad_norm: 9.1609 2020-08-17 21:10:30,554 - mmaction - INFO - Epoch [98][500/2505] lr: 3.750e-05, eta: 1:28:59, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8891, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.2848 2020-08-17 21:10:46,454 - mmaction - INFO - Epoch [98][520/2505] lr: 3.750e-05, eta: 1:28:44, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8911, loss_cls: 1.1120, loss: 1.1120, grad_norm: 9.3981 2020-08-17 21:11:00,958 - mmaction - INFO - Epoch [98][540/2505] lr: 3.750e-05, eta: 1:28:28, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8859, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.3990 2020-08-17 21:11:15,685 - mmaction - INFO - Epoch [98][560/2505] lr: 3.750e-05, eta: 1:28:13, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8844, loss_cls: 1.1170, loss: 1.1170, grad_norm: 9.2266 2020-08-17 21:11:30,982 - mmaction - INFO - Epoch [98][580/2505] lr: 3.750e-05, eta: 1:27:58, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9052, loss_cls: 1.0108, loss: 1.0108, grad_norm: 9.0488 2020-08-17 21:11:45,987 - mmaction - INFO - Epoch [98][600/2505] lr: 3.750e-05, eta: 1:27:43, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8870, loss_cls: 1.1193, loss: 1.1193, grad_norm: 9.3799 2020-08-17 21:12:01,384 - mmaction - INFO - Epoch [98][620/2505] lr: 3.750e-05, eta: 1:27:27, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8917, loss_cls: 1.0786, loss: 1.0786, grad_norm: 9.1316 2020-08-17 21:12:16,543 - mmaction - INFO - Epoch [98][640/2505] lr: 3.750e-05, eta: 1:27:12, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8938, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.2621 2020-08-17 21:12:31,816 - mmaction - INFO - Epoch [98][660/2505] lr: 3.750e-05, eta: 1:26:57, time: 0.760, data_time: 0.004, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8870, loss_cls: 1.1359, loss: 1.1359, grad_norm: 9.4166 2020-08-17 21:12:46,704 - mmaction - INFO - Epoch [98][680/2505] lr: 3.750e-05, eta: 1:26:42, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8880, loss_cls: 1.1473, loss: 1.1473, grad_norm: 9.4941 2020-08-17 21:13:01,949 - mmaction - INFO - Epoch [98][700/2505] lr: 3.750e-05, eta: 1:26:27, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8917, loss_cls: 1.0669, loss: 1.0669, grad_norm: 9.1819 2020-08-17 21:13:17,573 - mmaction - INFO - Epoch [98][720/2505] lr: 3.750e-05, eta: 1:26:11, time: 0.784, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1112, loss: 1.1112, grad_norm: 9.1339 2020-08-17 21:13:32,579 - mmaction - INFO - Epoch [98][740/2505] lr: 3.750e-05, eta: 1:25:56, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8922, loss_cls: 1.1192, loss: 1.1192, grad_norm: 9.4137 2020-08-17 21:13:48,099 - mmaction - INFO - Epoch [98][760/2505] lr: 3.750e-05, eta: 1:25:41, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8953, loss_cls: 1.0882, loss: 1.0882, grad_norm: 9.1748 2020-08-17 21:14:03,695 - mmaction - INFO - Epoch [98][780/2505] lr: 3.750e-05, eta: 1:25:26, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8937, loss_cls: 1.0711, loss: 1.0711, grad_norm: 9.0711 2020-08-17 21:14:18,472 - mmaction - INFO - Epoch [98][800/2505] lr: 3.750e-05, eta: 1:25:10, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8922, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.3046 2020-08-17 21:14:34,510 - mmaction - INFO - Epoch [98][820/2505] lr: 3.750e-05, eta: 1:24:55, time: 0.798, data_time: 0.006, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8948, loss_cls: 1.0792, loss: 1.0792, grad_norm: 9.2877 2020-08-17 21:14:48,799 - mmaction - INFO - Epoch [98][840/2505] lr: 3.750e-05, eta: 1:24:40, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8932, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.2034 2020-08-17 21:15:03,632 - mmaction - INFO - Epoch [98][860/2505] lr: 3.750e-05, eta: 1:24:25, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8927, loss_cls: 1.0761, loss: 1.0761, grad_norm: 9.3013 2020-08-17 21:15:18,777 - mmaction - INFO - Epoch [98][880/2505] lr: 3.750e-05, eta: 1:24:10, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8911, loss_cls: 1.0903, loss: 1.0903, grad_norm: 9.0014 2020-08-17 21:15:33,907 - mmaction - INFO - Epoch [98][900/2505] lr: 3.750e-05, eta: 1:23:54, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8859, loss_cls: 1.1015, loss: 1.1015, grad_norm: 9.0957 2020-08-17 21:15:49,980 - mmaction - INFO - Epoch [98][920/2505] lr: 3.750e-05, eta: 1:23:39, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8932, loss_cls: 1.0759, loss: 1.0759, grad_norm: 8.9374 2020-08-17 21:16:06,527 - mmaction - INFO - Epoch [98][940/2505] lr: 3.750e-05, eta: 1:23:24, time: 0.830, data_time: 0.006, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8891, loss_cls: 1.0720, loss: 1.0720, grad_norm: 9.0399 2020-08-17 21:16:20,994 - mmaction - INFO - Epoch [98][960/2505] lr: 3.750e-05, eta: 1:23:09, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8865, loss_cls: 1.0944, loss: 1.0944, grad_norm: 8.9795 2020-08-17 21:16:35,742 - mmaction - INFO - Epoch [98][980/2505] lr: 3.750e-05, eta: 1:22:53, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8932, loss_cls: 1.0752, loss: 1.0752, grad_norm: 9.0181 2020-08-17 21:16:50,660 - mmaction - INFO - Epoch [98][1000/2505] lr: 3.750e-05, eta: 1:22:38, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8927, loss_cls: 1.0711, loss: 1.0711, grad_norm: 9.1419 2020-08-17 21:17:05,826 - mmaction - INFO - Epoch [98][1020/2505] lr: 3.750e-05, eta: 1:22:23, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9005, loss_cls: 1.0914, loss: 1.0914, grad_norm: 9.2204 2020-08-17 21:17:21,202 - mmaction - INFO - Epoch [98][1040/2505] lr: 3.750e-05, eta: 1:22:08, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8995, loss_cls: 1.0918, loss: 1.0918, grad_norm: 9.3330 2020-08-17 21:17:36,109 - mmaction - INFO - Epoch [98][1060/2505] lr: 3.750e-05, eta: 1:21:53, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9016, loss_cls: 1.0578, loss: 1.0578, grad_norm: 9.1033 2020-08-17 21:17:51,973 - mmaction - INFO - Epoch [98][1080/2505] lr: 3.750e-05, eta: 1:21:37, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.0809, loss: 1.0809, grad_norm: 8.9116 2020-08-17 21:18:06,873 - mmaction - INFO - Epoch [98][1100/2505] lr: 3.750e-05, eta: 1:21:22, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8875, loss_cls: 1.1124, loss: 1.1124, grad_norm: 9.2697 2020-08-17 21:18:21,961 - mmaction - INFO - Epoch [98][1120/2505] lr: 3.750e-05, eta: 1:21:07, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8891, loss_cls: 1.1403, loss: 1.1403, grad_norm: 9.2724 2020-08-17 21:18:38,432 - mmaction - INFO - Epoch [98][1140/2505] lr: 3.750e-05, eta: 1:20:52, time: 0.824, data_time: 0.007, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9141, loss_cls: 1.0046, loss: 1.0046, grad_norm: 8.9146 2020-08-17 21:18:52,699 - mmaction - INFO - Epoch [98][1160/2505] lr: 3.750e-05, eta: 1:20:36, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0688, loss: 1.0688, grad_norm: 9.4434 2020-08-17 21:19:07,710 - mmaction - INFO - Epoch [98][1180/2505] lr: 3.750e-05, eta: 1:20:21, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0003, loss: 1.0003, grad_norm: 8.8660 2020-08-17 21:19:22,790 - mmaction - INFO - Epoch [98][1200/2505] lr: 3.750e-05, eta: 1:20:06, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0459, loss: 1.0459, grad_norm: 9.1472 2020-08-17 21:19:38,064 - mmaction - INFO - Epoch [98][1220/2505] lr: 3.750e-05, eta: 1:19:51, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8948, loss_cls: 1.0837, loss: 1.0837, grad_norm: 9.3429 2020-08-17 21:19:52,959 - mmaction - INFO - Epoch [98][1240/2505] lr: 3.750e-05, eta: 1:19:36, time: 0.743, data_time: 0.004, memory: 8343, top1_acc: 0.7568, top5_acc: 0.9026, loss_cls: 1.0180, loss: 1.0180, grad_norm: 9.0806 2020-08-17 21:20:08,703 - mmaction - INFO - Epoch [98][1260/2505] lr: 3.750e-05, eta: 1:19:20, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7578, top5_acc: 0.9057, loss_cls: 1.0152, loss: 1.0152, grad_norm: 9.0747 2020-08-17 21:20:23,427 - mmaction - INFO - Epoch [98][1280/2505] lr: 3.750e-05, eta: 1:19:05, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8885, loss_cls: 1.0980, loss: 1.0980, grad_norm: 9.3030 2020-08-17 21:20:39,411 - mmaction - INFO - Epoch [98][1300/2505] lr: 3.750e-05, eta: 1:18:50, time: 0.803, data_time: 0.007, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8849, loss_cls: 1.1277, loss: 1.1277, grad_norm: 9.2608 2020-08-17 21:20:54,064 - mmaction - INFO - Epoch [98][1320/2505] lr: 3.750e-05, eta: 1:18:35, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8917, loss_cls: 1.0893, loss: 1.0893, grad_norm: 9.3746 2020-08-17 21:21:09,969 - mmaction - INFO - Epoch [98][1340/2505] lr: 3.750e-05, eta: 1:18:19, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0611, loss: 1.0611, grad_norm: 9.3161 2020-08-17 21:21:24,687 - mmaction - INFO - Epoch [98][1360/2505] lr: 3.750e-05, eta: 1:18:04, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8927, loss_cls: 1.0615, loss: 1.0615, grad_norm: 9.3235 2020-08-17 21:21:39,874 - mmaction - INFO - Epoch [98][1380/2505] lr: 3.750e-05, eta: 1:17:49, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8891, loss_cls: 1.1060, loss: 1.1060, grad_norm: 9.1639 2020-08-17 21:21:55,349 - mmaction - INFO - Epoch [98][1400/2505] lr: 3.750e-05, eta: 1:17:34, time: 0.774, data_time: 0.007, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9036, loss_cls: 1.0331, loss: 1.0331, grad_norm: 8.8299 2020-08-17 21:22:10,875 - mmaction - INFO - Epoch [98][1420/2505] lr: 3.750e-05, eta: 1:17:19, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8870, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.5705 2020-08-17 21:22:25,195 - mmaction - INFO - Epoch [98][1440/2505] lr: 3.750e-05, eta: 1:17:03, time: 0.718, data_time: 0.008, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8958, loss_cls: 1.0798, loss: 1.0798, grad_norm: 9.2419 2020-08-17 21:22:41,195 - mmaction - INFO - Epoch [98][1460/2505] lr: 3.750e-05, eta: 1:16:48, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1125, loss: 1.1125, grad_norm: 9.4832 2020-08-17 21:22:55,304 - mmaction - INFO - Epoch [98][1480/2505] lr: 3.750e-05, eta: 1:16:33, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8896, loss_cls: 1.1104, loss: 1.1104, grad_norm: 9.2863 2020-08-17 21:23:10,442 - mmaction - INFO - Epoch [98][1500/2505] lr: 3.750e-05, eta: 1:16:18, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7495, top5_acc: 0.8969, loss_cls: 1.0286, loss: 1.0286, grad_norm: 9.0109 2020-08-17 21:23:26,236 - mmaction - INFO - Epoch [98][1520/2505] lr: 3.750e-05, eta: 1:16:02, time: 0.792, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 1.0346, loss: 1.0346, grad_norm: 9.1750 2020-08-17 21:23:41,340 - mmaction - INFO - Epoch [98][1540/2505] lr: 3.750e-05, eta: 1:15:47, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.1140, loss: 1.1140, grad_norm: 9.3741 2020-08-17 21:23:56,907 - mmaction - INFO - Epoch [98][1560/2505] lr: 3.750e-05, eta: 1:15:32, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8974, loss_cls: 1.0822, loss: 1.0822, grad_norm: 9.1494 2020-08-17 21:24:12,019 - mmaction - INFO - Epoch [98][1580/2505] lr: 3.750e-05, eta: 1:15:17, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0577, loss: 1.0577, grad_norm: 9.1900 2020-08-17 21:24:27,489 - mmaction - INFO - Epoch [98][1600/2505] lr: 3.750e-05, eta: 1:15:02, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7437, top5_acc: 0.8979, loss_cls: 1.0347, loss: 1.0347, grad_norm: 9.3237 2020-08-17 21:24:42,854 - mmaction - INFO - Epoch [98][1620/2505] lr: 3.750e-05, eta: 1:14:46, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8974, loss_cls: 1.0948, loss: 1.0948, grad_norm: 9.3253 2020-08-17 21:24:57,607 - mmaction - INFO - Epoch [98][1640/2505] lr: 3.750e-05, eta: 1:14:31, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8906, loss_cls: 1.0966, loss: 1.0966, grad_norm: 9.1150 2020-08-17 21:25:13,220 - mmaction - INFO - Epoch [98][1660/2505] lr: 3.750e-05, eta: 1:14:16, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1399, loss: 1.1399, grad_norm: 9.2941 2020-08-17 21:25:28,507 - mmaction - INFO - Epoch [98][1680/2505] lr: 3.750e-05, eta: 1:14:01, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.7130, top5_acc: 0.8781, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.6744 2020-08-17 21:25:43,475 - mmaction - INFO - Epoch [98][1700/2505] lr: 3.750e-05, eta: 1:13:45, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9026, loss_cls: 1.0460, loss: 1.0460, grad_norm: 9.2122 2020-08-17 21:25:58,646 - mmaction - INFO - Epoch [98][1720/2505] lr: 3.750e-05, eta: 1:13:30, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1027, loss: 1.1027, grad_norm: 9.4434 2020-08-17 21:26:14,036 - mmaction - INFO - Epoch [98][1740/2505] lr: 3.750e-05, eta: 1:13:15, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8938, loss_cls: 1.0812, loss: 1.0812, grad_norm: 9.3016 2020-08-17 21:26:28,916 - mmaction - INFO - Epoch [98][1760/2505] lr: 3.750e-05, eta: 1:13:00, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8792, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.7172 2020-08-17 21:26:44,132 - mmaction - INFO - Epoch [98][1780/2505] lr: 3.750e-05, eta: 1:12:45, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8875, loss_cls: 1.1509, loss: 1.1509, grad_norm: 9.4340 2020-08-17 21:26:59,884 - mmaction - INFO - Epoch [98][1800/2505] lr: 3.750e-05, eta: 1:12:29, time: 0.790, data_time: 0.006, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0934, loss: 1.0934, grad_norm: 9.1314 2020-08-17 21:27:14,861 - mmaction - INFO - Epoch [98][1820/2505] lr: 3.750e-05, eta: 1:12:14, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.1082, loss: 1.1082, grad_norm: 9.4152 2020-08-17 21:27:29,633 - mmaction - INFO - Epoch [98][1840/2505] lr: 3.750e-05, eta: 1:11:59, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9005, loss_cls: 1.0346, loss: 1.0346, grad_norm: 9.3407 2020-08-17 21:27:45,966 - mmaction - INFO - Epoch [98][1860/2505] lr: 3.750e-05, eta: 1:11:44, time: 0.815, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9042, loss_cls: 1.0308, loss: 1.0308, grad_norm: 8.9708 2020-08-17 21:28:00,522 - mmaction - INFO - Epoch [98][1880/2505] lr: 3.750e-05, eta: 1:11:28, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8865, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.4469 2020-08-17 21:28:16,122 - mmaction - INFO - Epoch [98][1900/2505] lr: 3.750e-05, eta: 1:11:13, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.2573 2020-08-17 21:28:30,699 - mmaction - INFO - Epoch [98][1920/2505] lr: 3.750e-05, eta: 1:10:58, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8859, loss_cls: 1.1127, loss: 1.1127, grad_norm: 9.5019 2020-08-17 21:28:45,776 - mmaction - INFO - Epoch [98][1940/2505] lr: 3.750e-05, eta: 1:10:43, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8901, loss_cls: 1.1309, loss: 1.1309, grad_norm: 9.4316 2020-08-17 21:29:01,961 - mmaction - INFO - Epoch [98][1960/2505] lr: 3.750e-05, eta: 1:10:28, time: 0.810, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8786, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.3415 2020-08-17 21:29:16,626 - mmaction - INFO - Epoch [98][1980/2505] lr: 3.750e-05, eta: 1:10:12, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7115, top5_acc: 0.8755, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.4589 2020-08-17 21:29:31,983 - mmaction - INFO - Epoch [98][2000/2505] lr: 3.750e-05, eta: 1:09:57, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8885, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.2884 2020-08-17 21:29:46,673 - mmaction - INFO - Epoch [98][2020/2505] lr: 3.750e-05, eta: 1:09:42, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9052, loss_cls: 1.0248, loss: 1.0248, grad_norm: 8.8436 2020-08-17 21:30:01,985 - mmaction - INFO - Epoch [98][2040/2505] lr: 3.750e-05, eta: 1:09:27, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8849, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.2704 2020-08-17 21:30:17,061 - mmaction - INFO - Epoch [98][2060/2505] lr: 3.750e-05, eta: 1:09:11, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0511, loss: 1.0511, grad_norm: 9.0895 2020-08-17 21:30:32,085 - mmaction - INFO - Epoch [98][2080/2505] lr: 3.750e-05, eta: 1:08:56, time: 0.754, data_time: 0.007, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8885, loss_cls: 1.0964, loss: 1.0964, grad_norm: 9.0119 2020-08-17 21:30:48,169 - mmaction - INFO - Epoch [98][2100/2505] lr: 3.750e-05, eta: 1:08:41, time: 0.804, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9036, loss_cls: 1.0657, loss: 1.0657, grad_norm: 9.2898 2020-08-17 21:31:03,487 - mmaction - INFO - Epoch [98][2120/2505] lr: 3.750e-05, eta: 1:08:26, time: 0.766, data_time: 0.004, memory: 8343, top1_acc: 0.7526, top5_acc: 0.8969, loss_cls: 1.0190, loss: 1.0190, grad_norm: 8.9303 2020-08-17 21:31:18,775 - mmaction - INFO - Epoch [98][2140/2505] lr: 3.750e-05, eta: 1:08:11, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8990, loss_cls: 1.0719, loss: 1.0719, grad_norm: 9.0449 2020-08-17 21:31:34,113 - mmaction - INFO - Epoch [98][2160/2505] lr: 3.750e-05, eta: 1:07:55, time: 0.767, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8990, loss_cls: 1.0787, loss: 1.0787, grad_norm: 9.4519 2020-08-17 21:31:48,421 - mmaction - INFO - Epoch [98][2180/2505] lr: 3.750e-05, eta: 1:07:40, time: 0.716, data_time: 0.002, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0705, loss: 1.0705, grad_norm: 9.3404 2020-08-17 21:32:03,513 - mmaction - INFO - Epoch [98][2200/2505] lr: 3.750e-05, eta: 1:07:25, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8823, loss_cls: 1.0954, loss: 1.0954, grad_norm: 9.0866 2020-08-17 21:32:19,868 - mmaction - INFO - Epoch [98][2220/2505] lr: 3.750e-05, eta: 1:07:10, time: 0.819, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.5563 2020-08-17 21:32:35,136 - mmaction - INFO - Epoch [98][2240/2505] lr: 3.750e-05, eta: 1:06:54, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8760, loss_cls: 1.1548, loss: 1.1548, grad_norm: 9.4600 2020-08-17 21:32:49,259 - mmaction - INFO - Epoch [98][2260/2505] lr: 3.750e-05, eta: 1:06:39, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0513, loss: 1.0513, grad_norm: 9.2197 2020-08-17 21:33:04,284 - mmaction - INFO - Epoch [98][2280/2505] lr: 3.750e-05, eta: 1:06:24, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8807, loss_cls: 1.1430, loss: 1.1430, grad_norm: 9.6657 2020-08-17 21:33:19,374 - mmaction - INFO - Epoch [98][2300/2505] lr: 3.750e-05, eta: 1:06:09, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.7458, top5_acc: 0.8943, loss_cls: 1.0690, loss: 1.0690, grad_norm: 9.1044 2020-08-17 21:33:34,746 - mmaction - INFO - Epoch [98][2320/2505] lr: 3.750e-05, eta: 1:05:54, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0984, loss: 1.0984, grad_norm: 9.2034 2020-08-17 21:33:50,703 - mmaction - INFO - Epoch [98][2340/2505] lr: 3.750e-05, eta: 1:05:38, time: 0.802, data_time: 0.007, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8969, loss_cls: 1.0560, loss: 1.0560, grad_norm: 8.9963 2020-08-17 21:34:06,638 - mmaction - INFO - Epoch [98][2360/2505] lr: 3.750e-05, eta: 1:05:23, time: 0.794, data_time: 0.004, memory: 8343, top1_acc: 0.7479, top5_acc: 0.9109, loss_cls: 1.0142, loss: 1.0142, grad_norm: 9.0114 2020-08-17 21:34:20,501 - mmaction - INFO - Epoch [98][2380/2505] lr: 3.750e-05, eta: 1:05:08, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8964, loss_cls: 1.0814, loss: 1.0814, grad_norm: 9.2135 2020-08-17 21:34:35,319 - mmaction - INFO - Epoch [98][2400/2505] lr: 3.750e-05, eta: 1:04:53, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8807, loss_cls: 1.1130, loss: 1.1130, grad_norm: 9.2060 2020-08-17 21:34:50,106 - mmaction - INFO - Epoch [98][2420/2505] lr: 3.750e-05, eta: 1:04:37, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9047, loss_cls: 1.0523, loss: 1.0523, grad_norm: 9.0316 2020-08-17 21:35:05,196 - mmaction - INFO - Epoch [98][2440/2505] lr: 3.750e-05, eta: 1:04:22, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.3808 2020-08-17 21:35:20,439 - mmaction - INFO - Epoch [98][2460/2505] lr: 3.750e-05, eta: 1:04:07, time: 0.762, data_time: 0.002, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8964, loss_cls: 1.0823, loss: 1.0823, grad_norm: 9.1919 2020-08-17 21:35:35,573 - mmaction - INFO - Epoch [98][2480/2505] lr: 3.750e-05, eta: 1:03:52, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8958, loss_cls: 1.0647, loss: 1.0647, grad_norm: 9.2603 2020-08-17 21:35:50,604 - mmaction - INFO - Epoch [98][2500/2505] lr: 3.750e-05, eta: 1:03:36, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8813, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.6017 2020-08-17 21:35:54,828 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-08-17 21:36:15,622 - mmaction - INFO - Epoch [99][20/2505] lr: 3.750e-05, eta: 1:03:17, time: 1.019, data_time: 0.403, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8974, loss_cls: 1.0740, loss: 1.0740, grad_norm: 9.0640 2020-08-17 21:36:29,155 - mmaction - INFO - Epoch [99][40/2505] lr: 3.750e-05, eta: 1:03:02, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.7531, top5_acc: 0.8990, loss_cls: 1.0580, loss: 1.0580, grad_norm: 9.2843 2020-08-17 21:36:43,795 - mmaction - INFO - Epoch [99][60/2505] lr: 3.750e-05, eta: 1:02:47, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0355, loss: 1.0355, grad_norm: 8.9181 2020-08-17 21:36:59,652 - mmaction - INFO - Epoch [99][80/2505] lr: 3.750e-05, eta: 1:02:32, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.7167, top5_acc: 0.8823, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.5113 2020-08-17 21:37:14,628 - mmaction - INFO - Epoch [99][100/2505] lr: 3.750e-05, eta: 1:02:17, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8792, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.6075 2020-08-17 21:37:29,745 - mmaction - INFO - Epoch [99][120/2505] lr: 3.750e-05, eta: 1:02:01, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8896, loss_cls: 1.0945, loss: 1.0945, grad_norm: 9.3338 2020-08-17 21:37:45,266 - mmaction - INFO - Epoch [99][140/2505] lr: 3.750e-05, eta: 1:01:46, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8932, loss_cls: 1.0845, loss: 1.0845, grad_norm: 9.3843 2020-08-17 21:37:59,665 - mmaction - INFO - Epoch [99][160/2505] lr: 3.750e-05, eta: 1:01:31, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8984, loss_cls: 1.1091, loss: 1.1091, grad_norm: 9.0794 2020-08-17 21:38:15,059 - mmaction - INFO - Epoch [99][180/2505] lr: 3.750e-05, eta: 1:01:16, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8932, loss_cls: 1.0691, loss: 1.0691, grad_norm: 9.3506 2020-08-17 21:38:29,632 - mmaction - INFO - Epoch [99][200/2505] lr: 3.750e-05, eta: 1:01:00, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8969, loss_cls: 1.0612, loss: 1.0612, grad_norm: 8.9823 2020-08-17 21:38:46,119 - mmaction - INFO - Epoch [99][220/2505] lr: 3.750e-05, eta: 1:00:45, time: 0.822, data_time: 0.004, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8958, loss_cls: 1.0438, loss: 1.0438, grad_norm: 8.9576 2020-08-17 21:39:00,283 - mmaction - INFO - Epoch [99][240/2505] lr: 3.750e-05, eta: 1:00:30, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.9005, loss_cls: 1.0422, loss: 1.0422, grad_norm: 9.0340 2020-08-17 21:39:14,902 - mmaction - INFO - Epoch [99][260/2505] lr: 3.750e-05, eta: 1:00:15, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.7318, top5_acc: 0.9016, loss_cls: 1.0532, loss: 1.0532, grad_norm: 9.2896 2020-08-17 21:39:29,759 - mmaction - INFO - Epoch [99][280/2505] lr: 3.750e-05, eta: 1:00:00, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8969, loss_cls: 1.0748, loss: 1.0748, grad_norm: 9.2943 2020-08-17 21:39:44,698 - mmaction - INFO - Epoch [99][300/2505] lr: 3.750e-05, eta: 0:59:44, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9068, loss_cls: 0.9792, loss: 0.9792, grad_norm: 8.9405 2020-08-17 21:39:59,849 - mmaction - INFO - Epoch [99][320/2505] lr: 3.750e-05, eta: 0:59:29, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8937, loss_cls: 1.0998, loss: 1.0998, grad_norm: 9.1856 2020-08-17 21:40:14,709 - mmaction - INFO - Epoch [99][340/2505] lr: 3.750e-05, eta: 0:59:14, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8859, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.2229 2020-08-17 21:40:29,784 - mmaction - INFO - Epoch [99][360/2505] lr: 3.750e-05, eta: 0:58:59, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8974, loss_cls: 1.0745, loss: 1.0745, grad_norm: 9.1460 2020-08-17 21:40:44,893 - mmaction - INFO - Epoch [99][380/2505] lr: 3.750e-05, eta: 0:58:43, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8911, loss_cls: 1.0997, loss: 1.0997, grad_norm: 9.4418 2020-08-17 21:41:00,291 - mmaction - INFO - Epoch [99][400/2505] lr: 3.750e-05, eta: 0:58:28, time: 0.765, data_time: 0.004, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9026, loss_cls: 1.0041, loss: 1.0041, grad_norm: 8.7196 2020-08-17 21:41:15,145 - mmaction - INFO - Epoch [99][420/2505] lr: 3.750e-05, eta: 0:58:13, time: 0.747, data_time: 0.008, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.4169 2020-08-17 21:41:30,035 - mmaction - INFO - Epoch [99][440/2505] lr: 3.750e-05, eta: 0:57:58, time: 0.745, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8964, loss_cls: 1.1012, loss: 1.1012, grad_norm: 9.1621 2020-08-17 21:41:44,939 - mmaction - INFO - Epoch [99][460/2505] lr: 3.750e-05, eta: 0:57:42, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8948, loss_cls: 1.0653, loss: 1.0653, grad_norm: 8.8822 2020-08-17 21:41:59,946 - mmaction - INFO - Epoch [99][480/2505] lr: 3.750e-05, eta: 0:57:27, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8995, loss_cls: 1.0773, loss: 1.0773, grad_norm: 9.2025 2020-08-17 21:42:15,057 - mmaction - INFO - Epoch [99][500/2505] lr: 3.750e-05, eta: 0:57:12, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8964, loss_cls: 1.0567, loss: 1.0567, grad_norm: 9.2368 2020-08-17 21:42:29,715 - mmaction - INFO - Epoch [99][520/2505] lr: 3.750e-05, eta: 0:56:57, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8828, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.4981 2020-08-17 21:42:44,575 - mmaction - INFO - Epoch [99][540/2505] lr: 3.750e-05, eta: 0:56:42, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0996, loss: 1.0996, grad_norm: 8.8701 2020-08-17 21:42:59,914 - mmaction - INFO - Epoch [99][560/2505] lr: 3.750e-05, eta: 0:56:26, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0477, loss: 1.0477, grad_norm: 8.7925 2020-08-17 21:43:15,365 - mmaction - INFO - Epoch [99][580/2505] lr: 3.750e-05, eta: 0:56:11, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8995, loss_cls: 1.0235, loss: 1.0235, grad_norm: 8.8947 2020-08-17 21:43:29,958 - mmaction - INFO - Epoch [99][600/2505] lr: 3.750e-05, eta: 0:55:56, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.7495, top5_acc: 0.9000, loss_cls: 1.0309, loss: 1.0309, grad_norm: 9.1214 2020-08-17 21:43:45,450 - mmaction - INFO - Epoch [99][620/2505] lr: 3.750e-05, eta: 0:55:41, time: 0.775, data_time: 0.004, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8922, loss_cls: 1.1023, loss: 1.1023, grad_norm: 9.3422 2020-08-17 21:44:00,176 - mmaction - INFO - Epoch [99][640/2505] lr: 3.750e-05, eta: 0:55:25, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.7432, top5_acc: 0.8964, loss_cls: 1.0866, loss: 1.0866, grad_norm: 9.2699 2020-08-17 21:44:14,863 - mmaction - INFO - Epoch [99][660/2505] lr: 3.750e-05, eta: 0:55:10, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9005, loss_cls: 1.0601, loss: 1.0601, grad_norm: 9.2634 2020-08-17 21:44:29,813 - mmaction - INFO - Epoch [99][680/2505] lr: 3.750e-05, eta: 0:54:55, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8964, loss_cls: 1.0804, loss: 1.0804, grad_norm: 9.1905 2020-08-17 21:44:45,048 - mmaction - INFO - Epoch [99][700/2505] lr: 3.750e-05, eta: 0:54:40, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8807, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.1618 2020-08-17 21:44:59,890 - mmaction - INFO - Epoch [99][720/2505] lr: 3.750e-05, eta: 0:54:25, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8932, loss_cls: 1.1018, loss: 1.1018, grad_norm: 9.2352 2020-08-17 21:45:14,959 - mmaction - INFO - Epoch [99][740/2505] lr: 3.750e-05, eta: 0:54:09, time: 0.750, data_time: 0.004, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.4175 2020-08-17 21:45:29,735 - mmaction - INFO - Epoch [99][760/2505] lr: 3.750e-05, eta: 0:53:54, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8958, loss_cls: 1.0651, loss: 1.0651, grad_norm: 9.2004 2020-08-17 21:45:44,643 - mmaction - INFO - Epoch [99][780/2505] lr: 3.750e-05, eta: 0:53:39, time: 0.744, data_time: 0.004, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8979, loss_cls: 1.0696, loss: 1.0696, grad_norm: 9.0514 2020-08-17 21:45:59,634 - mmaction - INFO - Epoch [99][800/2505] lr: 3.750e-05, eta: 0:53:24, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8990, loss_cls: 1.0302, loss: 1.0302, grad_norm: 9.0038 2020-08-17 21:46:14,382 - mmaction - INFO - Epoch [99][820/2505] lr: 3.750e-05, eta: 0:53:08, time: 0.740, data_time: 0.009, memory: 8343, top1_acc: 0.7448, top5_acc: 0.9042, loss_cls: 1.0616, loss: 1.0616, grad_norm: 9.1337 2020-08-17 21:46:30,826 - mmaction - INFO - Epoch [99][840/2505] lr: 3.750e-05, eta: 0:52:53, time: 0.821, data_time: 0.006, memory: 8343, top1_acc: 0.7401, top5_acc: 0.9010, loss_cls: 1.0484, loss: 1.0484, grad_norm: 9.0112 2020-08-17 21:46:44,762 - mmaction - INFO - Epoch [99][860/2505] lr: 3.750e-05, eta: 0:52:38, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1294, loss: 1.1294, grad_norm: 9.0060 2020-08-17 21:47:00,384 - mmaction - INFO - Epoch [99][880/2505] lr: 3.750e-05, eta: 0:52:23, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.0600, loss: 1.0600, grad_norm: 9.2773 2020-08-17 21:47:15,285 - mmaction - INFO - Epoch [99][900/2505] lr: 3.750e-05, eta: 0:52:08, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.7448, top5_acc: 0.8833, loss_cls: 1.0830, loss: 1.0830, grad_norm: 9.1629 2020-08-17 21:47:29,900 - mmaction - INFO - Epoch [99][920/2505] lr: 3.750e-05, eta: 0:51:52, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8953, loss_cls: 1.0889, loss: 1.0889, grad_norm: 9.3152 2020-08-17 21:47:44,804 - mmaction - INFO - Epoch [99][940/2505] lr: 3.750e-05, eta: 0:51:37, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8901, loss_cls: 1.0955, loss: 1.0955, grad_norm: 9.2365 2020-08-17 21:47:59,651 - mmaction - INFO - Epoch [99][960/2505] lr: 3.750e-05, eta: 0:51:22, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7313, top5_acc: 0.8948, loss_cls: 1.0825, loss: 1.0825, grad_norm: 9.4306 2020-08-17 21:48:14,623 - mmaction - INFO - Epoch [99][980/2505] lr: 3.750e-05, eta: 0:51:07, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9016, loss_cls: 1.0093, loss: 1.0093, grad_norm: 8.7678 2020-08-17 21:48:29,580 - mmaction - INFO - Epoch [99][1000/2505] lr: 3.750e-05, eta: 0:50:51, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1041, loss: 1.1041, grad_norm: 9.3059 2020-08-17 21:48:44,467 - mmaction - INFO - Epoch [99][1020/2505] lr: 3.750e-05, eta: 0:50:36, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.7521, top5_acc: 0.9036, loss_cls: 1.0238, loss: 1.0238, grad_norm: 8.9721 2020-08-17 21:48:59,294 - mmaction - INFO - Epoch [99][1040/2505] lr: 3.750e-05, eta: 0:50:21, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0453, loss: 1.0453, grad_norm: 9.0060 2020-08-17 21:49:13,859 - mmaction - INFO - Epoch [99][1060/2505] lr: 3.750e-05, eta: 0:50:06, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8901, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.2684 2020-08-17 21:49:29,157 - mmaction - INFO - Epoch [99][1080/2505] lr: 3.750e-05, eta: 0:49:50, time: 0.764, data_time: 0.004, memory: 8343, top1_acc: 0.7333, top5_acc: 0.9021, loss_cls: 1.0382, loss: 1.0382, grad_norm: 9.3896 2020-08-17 21:49:44,584 - mmaction - INFO - Epoch [99][1100/2505] lr: 3.750e-05, eta: 0:49:35, time: 0.772, data_time: 0.002, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1081, loss: 1.1081, grad_norm: 9.5275 2020-08-17 21:49:59,411 - mmaction - INFO - Epoch [99][1120/2505] lr: 3.750e-05, eta: 0:49:20, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8979, loss_cls: 1.0754, loss: 1.0754, grad_norm: 9.1879 2020-08-17 21:50:14,083 - mmaction - INFO - Epoch [99][1140/2505] lr: 3.750e-05, eta: 0:49:05, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8964, loss_cls: 1.0684, loss: 1.0684, grad_norm: 9.3054 2020-08-17 21:50:28,839 - mmaction - INFO - Epoch [99][1160/2505] lr: 3.750e-05, eta: 0:48:50, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7427, top5_acc: 0.9005, loss_cls: 1.0565, loss: 1.0565, grad_norm: 9.2260 2020-08-17 21:50:44,358 - mmaction - INFO - Epoch [99][1180/2505] lr: 3.750e-05, eta: 0:48:34, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0672, loss: 1.0672, grad_norm: 9.1342 2020-08-17 21:50:58,825 - mmaction - INFO - Epoch [99][1200/2505] lr: 3.750e-05, eta: 0:48:19, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8969, loss_cls: 1.0792, loss: 1.0792, grad_norm: 9.4498 2020-08-17 21:51:13,686 - mmaction - INFO - Epoch [99][1220/2505] lr: 3.750e-05, eta: 0:48:04, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7557, top5_acc: 0.9042, loss_cls: 1.0108, loss: 1.0108, grad_norm: 8.6339 2020-08-17 21:51:28,915 - mmaction - INFO - Epoch [99][1240/2505] lr: 3.750e-05, eta: 0:47:49, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8958, loss_cls: 1.0839, loss: 1.0839, grad_norm: 9.2328 2020-08-17 21:51:45,067 - mmaction - INFO - Epoch [99][1260/2505] lr: 3.750e-05, eta: 0:47:33, time: 0.810, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8953, loss_cls: 1.0410, loss: 1.0410, grad_norm: 9.3764 2020-08-17 21:51:59,186 - mmaction - INFO - Epoch [99][1280/2505] lr: 3.750e-05, eta: 0:47:18, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.0709, loss: 1.0709, grad_norm: 9.2119 2020-08-17 21:52:13,838 - mmaction - INFO - Epoch [99][1300/2505] lr: 3.750e-05, eta: 0:47:03, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8974, loss_cls: 1.0871, loss: 1.0871, grad_norm: 9.1558 2020-08-17 21:52:29,482 - mmaction - INFO - Epoch [99][1320/2505] lr: 3.750e-05, eta: 0:46:48, time: 0.783, data_time: 0.003, memory: 8343, top1_acc: 0.7536, top5_acc: 0.9016, loss_cls: 1.0184, loss: 1.0184, grad_norm: 8.9739 2020-08-17 21:52:43,764 - mmaction - INFO - Epoch [99][1340/2505] lr: 3.750e-05, eta: 0:46:33, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9109, loss_cls: 1.0081, loss: 1.0081, grad_norm: 9.2957 2020-08-17 21:52:58,940 - mmaction - INFO - Epoch [99][1360/2505] lr: 3.750e-05, eta: 0:46:17, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8995, loss_cls: 1.0424, loss: 1.0424, grad_norm: 8.9698 2020-08-17 21:53:13,548 - mmaction - INFO - Epoch [99][1380/2505] lr: 3.750e-05, eta: 0:46:02, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9021, loss_cls: 1.0369, loss: 1.0369, grad_norm: 9.2415 2020-08-17 21:53:29,406 - mmaction - INFO - Epoch [99][1400/2505] lr: 3.750e-05, eta: 0:45:47, time: 0.793, data_time: 0.004, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8937, loss_cls: 1.0762, loss: 1.0762, grad_norm: 9.0568 2020-08-17 21:53:43,600 - mmaction - INFO - Epoch [99][1420/2505] lr: 3.750e-05, eta: 0:45:32, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1036, loss: 1.1036, grad_norm: 9.3305 2020-08-17 21:53:58,599 - mmaction - INFO - Epoch [99][1440/2505] lr: 3.750e-05, eta: 0:45:16, time: 0.750, data_time: 0.001, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8927, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.5225 2020-08-17 21:54:13,137 - mmaction - INFO - Epoch [99][1460/2505] lr: 3.750e-05, eta: 0:45:01, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8859, loss_cls: 1.1021, loss: 1.1021, grad_norm: 9.3476 2020-08-17 21:54:28,874 - mmaction - INFO - Epoch [99][1480/2505] lr: 3.750e-05, eta: 0:44:46, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.9000, loss_cls: 1.0635, loss: 1.0635, grad_norm: 8.9543 2020-08-17 21:54:43,380 - mmaction - INFO - Epoch [99][1500/2505] lr: 3.750e-05, eta: 0:44:31, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8990, loss_cls: 1.0733, loss: 1.0733, grad_norm: 9.1402 2020-08-17 21:54:58,805 - mmaction - INFO - Epoch [99][1520/2505] lr: 3.750e-05, eta: 0:44:16, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8896, loss_cls: 1.0771, loss: 1.0771, grad_norm: 9.0155 2020-08-17 21:55:13,419 - mmaction - INFO - Epoch [99][1540/2505] lr: 3.750e-05, eta: 0:44:00, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8937, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.4634 2020-08-17 21:55:28,534 - mmaction - INFO - Epoch [99][1560/2505] lr: 3.750e-05, eta: 0:43:45, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7172, top5_acc: 0.8974, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.2098 2020-08-17 21:55:44,470 - mmaction - INFO - Epoch [99][1580/2505] lr: 3.750e-05, eta: 0:43:30, time: 0.798, data_time: 0.005, memory: 8343, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.0958, loss: 1.0958, grad_norm: 9.4923 2020-08-17 21:55:58,628 - mmaction - INFO - Epoch [99][1600/2505] lr: 3.750e-05, eta: 0:43:15, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9078, loss_cls: 1.0337, loss: 1.0337, grad_norm: 9.2331 2020-08-17 21:56:13,168 - mmaction - INFO - Epoch [99][1620/2505] lr: 3.750e-05, eta: 0:42:59, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7411, top5_acc: 0.9042, loss_cls: 1.0542, loss: 1.0542, grad_norm: 9.0811 2020-08-17 21:56:27,935 - mmaction - INFO - Epoch [99][1640/2505] lr: 3.750e-05, eta: 0:42:44, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1176, loss: 1.1176, grad_norm: 9.2381 2020-08-17 21:56:42,428 - mmaction - INFO - Epoch [99][1660/2505] lr: 3.750e-05, eta: 0:42:29, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9057, loss_cls: 1.0428, loss: 1.0428, grad_norm: 9.0236 2020-08-17 21:56:58,361 - mmaction - INFO - Epoch [99][1680/2505] lr: 3.750e-05, eta: 0:42:14, time: 0.797, data_time: 0.006, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 1.0162, loss: 1.0162, grad_norm: 9.0268 2020-08-17 21:57:12,592 - mmaction - INFO - Epoch [99][1700/2505] lr: 3.750e-05, eta: 0:41:59, time: 0.712, data_time: 0.003, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8927, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.2657 2020-08-17 21:57:27,189 - mmaction - INFO - Epoch [99][1720/2505] lr: 3.750e-05, eta: 0:41:43, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8859, loss_cls: 1.1017, loss: 1.1017, grad_norm: 9.4943 2020-08-17 21:57:42,090 - mmaction - INFO - Epoch [99][1740/2505] lr: 3.750e-05, eta: 0:41:28, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7156, top5_acc: 0.8818, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.3677 2020-08-17 21:57:56,869 - mmaction - INFO - Epoch [99][1760/2505] lr: 3.750e-05, eta: 0:41:13, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1091, loss: 1.1091, grad_norm: 9.2522 2020-08-17 21:58:11,306 - mmaction - INFO - Epoch [99][1780/2505] lr: 3.750e-05, eta: 0:40:58, time: 0.723, data_time: 0.003, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0399, loss: 1.0399, grad_norm: 9.2509 2020-08-17 21:58:26,545 - mmaction - INFO - Epoch [99][1800/2505] lr: 3.750e-05, eta: 0:40:42, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8932, loss_cls: 1.0780, loss: 1.0780, grad_norm: 9.3444 2020-08-17 21:58:41,214 - mmaction - INFO - Epoch [99][1820/2505] lr: 3.750e-05, eta: 0:40:27, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7510, top5_acc: 0.9000, loss_cls: 1.0339, loss: 1.0339, grad_norm: 8.8435 2020-08-17 21:58:56,455 - mmaction - INFO - Epoch [99][1840/2505] lr: 3.750e-05, eta: 0:40:12, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8880, loss_cls: 1.1243, loss: 1.1243, grad_norm: 9.4135 2020-08-17 21:59:11,111 - mmaction - INFO - Epoch [99][1860/2505] lr: 3.750e-05, eta: 0:39:57, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8901, loss_cls: 1.1428, loss: 1.1428, grad_norm: 9.5154 2020-08-17 21:59:25,760 - mmaction - INFO - Epoch [99][1880/2505] lr: 3.750e-05, eta: 0:39:41, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8927, loss_cls: 1.0949, loss: 1.0949, grad_norm: 9.3981 2020-08-17 21:59:40,731 - mmaction - INFO - Epoch [99][1900/2505] lr: 3.750e-05, eta: 0:39:26, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7516, top5_acc: 0.9052, loss_cls: 1.0132, loss: 1.0132, grad_norm: 8.8543 2020-08-17 21:59:55,451 - mmaction - INFO - Epoch [99][1920/2505] lr: 3.750e-05, eta: 0:39:11, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8922, loss_cls: 1.1045, loss: 1.1045, grad_norm: 9.3631 2020-08-17 22:00:11,201 - mmaction - INFO - Epoch [99][1940/2505] lr: 3.750e-05, eta: 0:38:56, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7354, top5_acc: 0.8818, loss_cls: 1.1030, loss: 1.1030, grad_norm: 9.0968 2020-08-17 22:00:25,663 - mmaction - INFO - Epoch [99][1960/2505] lr: 3.750e-05, eta: 0:38:41, time: 0.727, data_time: 0.019, memory: 8343, top1_acc: 0.7240, top5_acc: 0.8875, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.1586 2020-08-17 22:00:41,131 - mmaction - INFO - Epoch [99][1980/2505] lr: 3.750e-05, eta: 0:38:25, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.6745 2020-08-17 22:00:55,595 - mmaction - INFO - Epoch [99][2000/2505] lr: 3.750e-05, eta: 0:38:10, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8844, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.3711 2020-08-17 22:01:10,674 - mmaction - INFO - Epoch [99][2020/2505] lr: 3.750e-05, eta: 0:37:55, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8880, loss_cls: 1.1069, loss: 1.1069, grad_norm: 9.2120 2020-08-17 22:01:25,496 - mmaction - INFO - Epoch [99][2040/2505] lr: 3.750e-05, eta: 0:37:40, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8984, loss_cls: 1.0744, loss: 1.0744, grad_norm: 9.4659 2020-08-17 22:01:40,222 - mmaction - INFO - Epoch [99][2060/2505] lr: 3.750e-05, eta: 0:37:24, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8911, loss_cls: 1.1189, loss: 1.1189, grad_norm: 9.2320 2020-08-17 22:01:54,819 - mmaction - INFO - Epoch [99][2080/2505] lr: 3.750e-05, eta: 0:37:09, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8932, loss_cls: 1.1071, loss: 1.1071, grad_norm: 9.4296 2020-08-17 22:02:09,862 - mmaction - INFO - Epoch [99][2100/2505] lr: 3.750e-05, eta: 0:36:54, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.7339, top5_acc: 0.9010, loss_cls: 1.0447, loss: 1.0447, grad_norm: 8.9336 2020-08-17 22:02:24,619 - mmaction - INFO - Epoch [99][2120/2505] lr: 3.750e-05, eta: 0:36:39, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7443, top5_acc: 0.9010, loss_cls: 1.0447, loss: 1.0447, grad_norm: 9.2565 2020-08-17 22:02:40,238 - mmaction - INFO - Epoch [99][2140/2505] lr: 3.750e-05, eta: 0:36:24, time: 0.784, data_time: 0.007, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0238, loss: 1.0238, grad_norm: 8.7948 2020-08-17 22:02:54,932 - mmaction - INFO - Epoch [99][2160/2505] lr: 3.750e-05, eta: 0:36:08, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1119, loss: 1.1119, grad_norm: 9.2169 2020-08-17 22:03:09,532 - mmaction - INFO - Epoch [99][2180/2505] lr: 3.750e-05, eta: 0:35:53, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0790, loss: 1.0790, grad_norm: 9.2775 2020-08-17 22:03:24,732 - mmaction - INFO - Epoch [99][2200/2505] lr: 3.750e-05, eta: 0:35:38, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8995, loss_cls: 1.0828, loss: 1.0828, grad_norm: 9.2222 2020-08-17 22:03:39,404 - mmaction - INFO - Epoch [99][2220/2505] lr: 3.750e-05, eta: 0:35:23, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0519, loss: 1.0519, grad_norm: 9.1253 2020-08-17 22:03:55,699 - mmaction - INFO - Epoch [99][2240/2505] lr: 3.750e-05, eta: 0:35:07, time: 0.813, data_time: 0.005, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8922, loss_cls: 1.0714, loss: 1.0714, grad_norm: 9.0838 2020-08-17 22:04:10,352 - mmaction - INFO - Epoch [99][2260/2505] lr: 3.750e-05, eta: 0:34:52, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.8948, loss_cls: 1.0634, loss: 1.0634, grad_norm: 9.3631 2020-08-17 22:04:24,786 - mmaction - INFO - Epoch [99][2280/2505] lr: 3.750e-05, eta: 0:34:37, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.6194 2020-08-17 22:04:39,402 - mmaction - INFO - Epoch [99][2300/2505] lr: 3.750e-05, eta: 0:34:22, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8891, loss_cls: 1.1213, loss: 1.1213, grad_norm: 9.4817 2020-08-17 22:04:55,076 - mmaction - INFO - Epoch [99][2320/2505] lr: 3.750e-05, eta: 0:34:07, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7437, top5_acc: 0.9000, loss_cls: 1.0425, loss: 1.0425, grad_norm: 9.1525 2020-08-17 22:05:09,267 - mmaction - INFO - Epoch [99][2340/2505] lr: 3.750e-05, eta: 0:33:51, time: 0.709, data_time: 0.003, memory: 8343, top1_acc: 0.7391, top5_acc: 0.8911, loss_cls: 1.0911, loss: 1.0911, grad_norm: 9.0755 2020-08-17 22:05:23,893 - mmaction - INFO - Epoch [99][2360/2505] lr: 3.750e-05, eta: 0:33:36, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7271, top5_acc: 0.8812, loss_cls: 1.1237, loss: 1.1237, grad_norm: 9.1905 2020-08-17 22:05:38,721 - mmaction - INFO - Epoch [99][2380/2505] lr: 3.750e-05, eta: 0:33:21, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.7161, top5_acc: 0.8885, loss_cls: 1.1228, loss: 1.1228, grad_norm: 9.3972 2020-08-17 22:05:53,979 - mmaction - INFO - Epoch [99][2400/2505] lr: 3.750e-05, eta: 0:33:06, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7125, top5_acc: 0.8932, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.3871 2020-08-17 22:06:08,773 - mmaction - INFO - Epoch [99][2420/2505] lr: 3.750e-05, eta: 0:32:50, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8849, loss_cls: 1.1096, loss: 1.1096, grad_norm: 9.1405 2020-08-17 22:06:23,449 - mmaction - INFO - Epoch [99][2440/2505] lr: 3.750e-05, eta: 0:32:35, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.3346 2020-08-17 22:06:38,687 - mmaction - INFO - Epoch [99][2460/2505] lr: 3.750e-05, eta: 0:32:20, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9005, loss_cls: 1.0367, loss: 1.0367, grad_norm: 8.9429 2020-08-17 22:06:53,905 - mmaction - INFO - Epoch [99][2480/2505] lr: 3.750e-05, eta: 0:32:05, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8964, loss_cls: 1.1195, loss: 1.1195, grad_norm: 9.4407 2020-08-17 22:07:08,361 - mmaction - INFO - Epoch [99][2500/2505] lr: 3.750e-05, eta: 0:31:50, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8974, loss_cls: 1.0928, loss: 1.0928, grad_norm: 9.1041 2020-08-17 22:07:12,213 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-08-17 22:07:38,165 - mmaction - INFO - Epoch [100][20/2505] lr: 3.750e-05, eta: 0:31:31, time: 1.268, data_time: 0.655, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.5896 2020-08-17 22:07:50,700 - mmaction - INFO - Epoch [100][40/2505] lr: 3.750e-05, eta: 0:31:15, time: 0.628, data_time: 0.003, memory: 8343, top1_acc: 0.7203, top5_acc: 0.8771, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.2979 2020-08-17 22:08:04,906 - mmaction - INFO - Epoch [100][60/2505] lr: 3.750e-05, eta: 0:31:00, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.7401, top5_acc: 0.8958, loss_cls: 1.0645, loss: 1.0645, grad_norm: 9.4395 2020-08-17 22:08:19,204 - mmaction - INFO - Epoch [100][80/2505] lr: 3.750e-05, eta: 0:30:45, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7474, top5_acc: 0.9000, loss_cls: 1.0396, loss: 1.0396, grad_norm: 9.0008 2020-08-17 22:08:33,669 - mmaction - INFO - Epoch [100][100/2505] lr: 3.750e-05, eta: 0:30:30, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0503, loss: 1.0503, grad_norm: 9.1871 2020-08-17 22:08:48,422 - mmaction - INFO - Epoch [100][120/2505] lr: 3.750e-05, eta: 0:30:14, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1361, loss: 1.1361, grad_norm: 9.4398 2020-08-17 22:09:02,796 - mmaction - INFO - Epoch [100][140/2505] lr: 3.750e-05, eta: 0:29:59, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0501, loss: 1.0501, grad_norm: 9.3641 2020-08-17 22:09:17,999 - mmaction - INFO - Epoch [100][160/2505] lr: 3.750e-05, eta: 0:29:44, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7234, top5_acc: 0.8911, loss_cls: 1.1090, loss: 1.1090, grad_norm: 9.2487 2020-08-17 22:09:32,877 - mmaction - INFO - Epoch [100][180/2505] lr: 3.750e-05, eta: 0:29:29, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8958, loss_cls: 1.0730, loss: 1.0730, grad_norm: 9.2707 2020-08-17 22:09:48,201 - mmaction - INFO - Epoch [100][200/2505] lr: 3.750e-05, eta: 0:29:14, time: 0.770, data_time: 0.007, memory: 8343, top1_acc: 0.7443, top5_acc: 0.8938, loss_cls: 1.0720, loss: 1.0720, grad_norm: 8.9183 2020-08-17 22:10:04,050 - mmaction - INFO - Epoch [100][220/2505] lr: 3.750e-05, eta: 0:28:58, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.1145, loss: 1.1145, grad_norm: 9.2575 2020-08-17 22:10:17,821 - mmaction - INFO - Epoch [100][240/2505] lr: 3.750e-05, eta: 0:28:43, time: 0.689, data_time: 0.002, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8990, loss_cls: 1.0709, loss: 1.0709, grad_norm: 9.2504 2020-08-17 22:10:33,626 - mmaction - INFO - Epoch [100][260/2505] lr: 3.750e-05, eta: 0:28:28, time: 0.786, data_time: 0.004, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8979, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.4191 2020-08-17 22:10:47,597 - mmaction - INFO - Epoch [100][280/2505] lr: 3.750e-05, eta: 0:28:13, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9026, loss_cls: 1.0074, loss: 1.0074, grad_norm: 8.9039 2020-08-17 22:11:02,101 - mmaction - INFO - Epoch [100][300/2505] lr: 3.750e-05, eta: 0:27:57, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.7469, top5_acc: 0.9073, loss_cls: 1.0267, loss: 1.0267, grad_norm: 9.1640 2020-08-17 22:11:16,774 - mmaction - INFO - Epoch [100][320/2505] lr: 3.750e-05, eta: 0:27:42, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8958, loss_cls: 1.0765, loss: 1.0765, grad_norm: 9.1981 2020-08-17 22:11:31,563 - mmaction - INFO - Epoch [100][340/2505] lr: 3.750e-05, eta: 0:27:27, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.7516, top5_acc: 0.8995, loss_cls: 1.0385, loss: 1.0385, grad_norm: 8.9332 2020-08-17 22:11:46,681 - mmaction - INFO - Epoch [100][360/2505] lr: 3.750e-05, eta: 0:27:12, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.8906, loss_cls: 1.0809, loss: 1.0809, grad_norm: 9.1597 2020-08-17 22:12:01,388 - mmaction - INFO - Epoch [100][380/2505] lr: 3.750e-05, eta: 0:26:57, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0872, loss: 1.0872, grad_norm: 9.3702 2020-08-17 22:12:16,291 - mmaction - INFO - Epoch [100][400/2505] lr: 3.750e-05, eta: 0:26:41, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8729, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.7377 2020-08-17 22:12:31,007 - mmaction - INFO - Epoch [100][420/2505] lr: 3.750e-05, eta: 0:26:26, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7245, top5_acc: 0.8990, loss_cls: 1.0632, loss: 1.0632, grad_norm: 9.1309 2020-08-17 22:12:45,359 - mmaction - INFO - Epoch [100][440/2505] lr: 3.750e-05, eta: 0:26:11, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.7495, top5_acc: 0.8958, loss_cls: 1.0476, loss: 1.0476, grad_norm: 8.8775 2020-08-17 22:13:00,004 - mmaction - INFO - Epoch [100][460/2505] lr: 3.750e-05, eta: 0:25:56, time: 0.730, data_time: 0.004, memory: 8343, top1_acc: 0.7385, top5_acc: 0.9010, loss_cls: 1.0701, loss: 1.0701, grad_norm: 9.2926 2020-08-17 22:13:14,661 - mmaction - INFO - Epoch [100][480/2505] lr: 3.750e-05, eta: 0:25:40, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9068, loss_cls: 1.0193, loss: 1.0193, grad_norm: 8.9728 2020-08-17 22:13:30,025 - mmaction - INFO - Epoch [100][500/2505] lr: 3.750e-05, eta: 0:25:25, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.0890, loss: 1.0890, grad_norm: 9.1990 2020-08-17 22:13:44,440 - mmaction - INFO - Epoch [100][520/2505] lr: 3.750e-05, eta: 0:25:10, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.0919, loss: 1.0919, grad_norm: 9.4132 2020-08-17 22:13:59,375 - mmaction - INFO - Epoch [100][540/2505] lr: 3.750e-05, eta: 0:24:55, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8937, loss_cls: 1.0974, loss: 1.0974, grad_norm: 9.3957 2020-08-17 22:14:13,934 - mmaction - INFO - Epoch [100][560/2505] lr: 3.750e-05, eta: 0:24:40, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.7396, top5_acc: 0.8870, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.1962 2020-08-17 22:14:29,138 - mmaction - INFO - Epoch [100][580/2505] lr: 3.750e-05, eta: 0:24:24, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8984, loss_cls: 1.0397, loss: 1.0397, grad_norm: 9.0038 2020-08-17 22:14:43,819 - mmaction - INFO - Epoch [100][600/2505] lr: 3.750e-05, eta: 0:24:09, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8953, loss_cls: 1.0554, loss: 1.0554, grad_norm: 9.2186 2020-08-17 22:14:58,630 - mmaction - INFO - Epoch [100][620/2505] lr: 3.750e-05, eta: 0:23:54, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8917, loss_cls: 1.0944, loss: 1.0944, grad_norm: 9.2265 2020-08-17 22:15:13,309 - mmaction - INFO - Epoch [100][640/2505] lr: 3.750e-05, eta: 0:23:39, time: 0.734, data_time: 0.004, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9089, loss_cls: 0.9754, loss: 0.9754, grad_norm: 8.9542 2020-08-17 22:15:28,642 - mmaction - INFO - Epoch [100][660/2505] lr: 3.750e-05, eta: 0:23:23, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8964, loss_cls: 1.1072, loss: 1.1072, grad_norm: 9.3798 2020-08-17 22:15:43,320 - mmaction - INFO - Epoch [100][680/2505] lr: 3.750e-05, eta: 0:23:08, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8880, loss_cls: 1.0762, loss: 1.0762, grad_norm: 9.1476 2020-08-17 22:15:57,478 - mmaction - INFO - Epoch [100][700/2505] lr: 3.750e-05, eta: 0:22:53, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8896, loss_cls: 1.0662, loss: 1.0662, grad_norm: 8.9976 2020-08-17 22:16:12,173 - mmaction - INFO - Epoch [100][720/2505] lr: 3.750e-05, eta: 0:22:38, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8932, loss_cls: 1.1017, loss: 1.1017, grad_norm: 9.1247 2020-08-17 22:16:26,961 - mmaction - INFO - Epoch [100][740/2505] lr: 3.750e-05, eta: 0:22:23, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8964, loss_cls: 1.0535, loss: 1.0535, grad_norm: 8.9234 2020-08-17 22:16:42,165 - mmaction - INFO - Epoch [100][760/2505] lr: 3.750e-05, eta: 0:22:07, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8859, loss_cls: 1.1067, loss: 1.1067, grad_norm: 9.1293 2020-08-17 22:16:57,188 - mmaction - INFO - Epoch [100][780/2505] lr: 3.750e-05, eta: 0:21:52, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8885, loss_cls: 1.0731, loss: 1.0731, grad_norm: 8.9811 2020-08-17 22:17:11,738 - mmaction - INFO - Epoch [100][800/2505] lr: 3.750e-05, eta: 0:21:37, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8813, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.2934 2020-08-17 22:17:26,524 - mmaction - INFO - Epoch [100][820/2505] lr: 3.750e-05, eta: 0:21:22, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7557, top5_acc: 0.9005, loss_cls: 1.0284, loss: 1.0284, grad_norm: 8.9424 2020-08-17 22:17:40,926 - mmaction - INFO - Epoch [100][840/2505] lr: 3.750e-05, eta: 0:21:06, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.8974, loss_cls: 1.0904, loss: 1.0904, grad_norm: 9.4700 2020-08-17 22:17:55,554 - mmaction - INFO - Epoch [100][860/2505] lr: 3.750e-05, eta: 0:20:51, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.0960, loss: 1.0960, grad_norm: 9.1435 2020-08-17 22:18:10,293 - mmaction - INFO - Epoch [100][880/2505] lr: 3.750e-05, eta: 0:20:36, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.7542, top5_acc: 0.8984, loss_cls: 1.0466, loss: 1.0466, grad_norm: 8.8073 2020-08-17 22:18:25,062 - mmaction - INFO - Epoch [100][900/2505] lr: 3.750e-05, eta: 0:20:21, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8854, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.1787 2020-08-17 22:18:39,915 - mmaction - INFO - Epoch [100][920/2505] lr: 3.750e-05, eta: 0:20:06, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.8943, loss_cls: 1.0441, loss: 1.0441, grad_norm: 8.7642 2020-08-17 22:18:54,319 - mmaction - INFO - Epoch [100][940/2505] lr: 3.750e-05, eta: 0:19:50, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8979, loss_cls: 1.0618, loss: 1.0618, grad_norm: 9.2488 2020-08-17 22:19:08,819 - mmaction - INFO - Epoch [100][960/2505] lr: 3.750e-05, eta: 0:19:35, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7568, top5_acc: 0.8906, loss_cls: 1.0674, loss: 1.0674, grad_norm: 8.9567 2020-08-17 22:19:24,153 - mmaction - INFO - Epoch [100][980/2505] lr: 3.750e-05, eta: 0:19:20, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.1571 2020-08-17 22:19:38,963 - mmaction - INFO - Epoch [100][1000/2505] lr: 3.750e-05, eta: 0:19:05, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1105, loss: 1.1105, grad_norm: 9.4978 2020-08-17 22:19:53,654 - mmaction - INFO - Epoch [100][1020/2505] lr: 3.750e-05, eta: 0:18:49, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.7344, top5_acc: 0.8870, loss_cls: 1.0915, loss: 1.0915, grad_norm: 9.2539 2020-08-17 22:20:09,854 - mmaction - INFO - Epoch [100][1040/2505] lr: 3.750e-05, eta: 0:18:34, time: 0.812, data_time: 0.007, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1116, loss: 1.1116, grad_norm: 9.2434 2020-08-17 22:20:23,809 - mmaction - INFO - Epoch [100][1060/2505] lr: 3.750e-05, eta: 0:18:19, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.7182, top5_acc: 0.8833, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.7941 2020-08-17 22:20:38,418 - mmaction - INFO - Epoch [100][1080/2505] lr: 3.750e-05, eta: 0:18:04, time: 0.734, data_time: 0.008, memory: 8343, top1_acc: 0.7583, top5_acc: 0.9094, loss_cls: 0.9762, loss: 0.9762, grad_norm: 9.1766 2020-08-17 22:20:53,015 - mmaction - INFO - Epoch [100][1100/2505] lr: 3.750e-05, eta: 0:17:49, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.0538 2020-08-17 22:21:08,113 - mmaction - INFO - Epoch [100][1120/2505] lr: 3.750e-05, eta: 0:17:33, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.7286, top5_acc: 0.8932, loss_cls: 1.1380, loss: 1.1380, grad_norm: 9.5801 2020-08-17 22:21:23,252 - mmaction - INFO - Epoch [100][1140/2505] lr: 3.750e-05, eta: 0:17:18, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7500, top5_acc: 0.8885, loss_cls: 1.0823, loss: 1.0823, grad_norm: 9.1569 2020-08-17 22:21:37,695 - mmaction - INFO - Epoch [100][1160/2505] lr: 3.750e-05, eta: 0:17:03, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7427, top5_acc: 0.8896, loss_cls: 1.0766, loss: 1.0766, grad_norm: 8.9504 2020-08-17 22:21:52,452 - mmaction - INFO - Epoch [100][1180/2505] lr: 3.750e-05, eta: 0:16:48, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.1083, loss: 1.1083, grad_norm: 9.4068 2020-08-17 22:22:07,743 - mmaction - INFO - Epoch [100][1200/2505] lr: 3.750e-05, eta: 0:16:32, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7411, top5_acc: 0.8922, loss_cls: 1.0664, loss: 1.0664, grad_norm: 9.1497 2020-08-17 22:22:22,105 - mmaction - INFO - Epoch [100][1220/2505] lr: 3.750e-05, eta: 0:16:17, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8911, loss_cls: 1.0824, loss: 1.0824, grad_norm: 9.3076 2020-08-17 22:22:36,919 - mmaction - INFO - Epoch [100][1240/2505] lr: 3.750e-05, eta: 0:16:02, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8979, loss_cls: 1.0710, loss: 1.0710, grad_norm: 9.0962 2020-08-17 22:22:51,315 - mmaction - INFO - Epoch [100][1260/2505] lr: 3.750e-05, eta: 0:15:47, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.7339, top5_acc: 0.8917, loss_cls: 1.0738, loss: 1.0738, grad_norm: 9.0626 2020-08-17 22:23:06,574 - mmaction - INFO - Epoch [100][1280/2505] lr: 3.750e-05, eta: 0:15:32, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.7474, top5_acc: 0.8854, loss_cls: 1.0819, loss: 1.0819, grad_norm: 9.3329 2020-08-17 22:23:21,431 - mmaction - INFO - Epoch [100][1300/2505] lr: 3.750e-05, eta: 0:15:16, time: 0.742, data_time: 0.002, memory: 8343, top1_acc: 0.7333, top5_acc: 0.8932, loss_cls: 1.1005, loss: 1.1005, grad_norm: 9.4459 2020-08-17 22:23:36,080 - mmaction - INFO - Epoch [100][1320/2505] lr: 3.750e-05, eta: 0:15:01, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7365, top5_acc: 0.8854, loss_cls: 1.0980, loss: 1.0980, grad_norm: 9.2376 2020-08-17 22:23:50,750 - mmaction - INFO - Epoch [100][1340/2505] lr: 3.750e-05, eta: 0:14:46, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8906, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.5940 2020-08-17 22:24:05,748 - mmaction - INFO - Epoch [100][1360/2505] lr: 3.750e-05, eta: 0:14:31, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9010, loss_cls: 1.0467, loss: 1.0467, grad_norm: 9.2691 2020-08-17 22:24:20,323 - mmaction - INFO - Epoch [100][1380/2505] lr: 3.750e-05, eta: 0:14:15, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7505, top5_acc: 0.9073, loss_cls: 1.0162, loss: 1.0162, grad_norm: 9.1243 2020-08-17 22:24:35,536 - mmaction - INFO - Epoch [100][1400/2505] lr: 3.750e-05, eta: 0:14:00, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8922, loss_cls: 1.0718, loss: 1.0718, grad_norm: 9.3511 2020-08-17 22:24:50,607 - mmaction - INFO - Epoch [100][1420/2505] lr: 3.750e-05, eta: 0:13:45, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7380, top5_acc: 0.9021, loss_cls: 1.0601, loss: 1.0601, grad_norm: 9.3469 2020-08-17 22:25:04,960 - mmaction - INFO - Epoch [100][1440/2505] lr: 3.750e-05, eta: 0:13:30, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7406, top5_acc: 0.9010, loss_cls: 1.0612, loss: 1.0612, grad_norm: 9.3787 2020-08-17 22:25:19,693 - mmaction - INFO - Epoch [100][1460/2505] lr: 3.750e-05, eta: 0:13:15, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8969, loss_cls: 1.1052, loss: 1.1052, grad_norm: 9.3361 2020-08-17 22:25:35,301 - mmaction - INFO - Epoch [100][1480/2505] lr: 3.750e-05, eta: 0:12:59, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8885, loss_cls: 1.0841, loss: 1.0841, grad_norm: 8.9893 2020-08-17 22:25:49,613 - mmaction - INFO - Epoch [100][1500/2505] lr: 3.750e-05, eta: 0:12:44, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7531, top5_acc: 0.8995, loss_cls: 1.0447, loss: 1.0447, grad_norm: 9.1881 2020-08-17 22:26:04,521 - mmaction - INFO - Epoch [100][1520/2505] lr: 3.750e-05, eta: 0:12:29, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.7307, top5_acc: 0.8917, loss_cls: 1.1035, loss: 1.1035, grad_norm: 9.4894 2020-08-17 22:26:18,717 - mmaction - INFO - Epoch [100][1540/2505] lr: 3.750e-05, eta: 0:12:14, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.0955, loss: 1.0955, grad_norm: 9.3055 2020-08-17 22:26:34,668 - mmaction - INFO - Epoch [100][1560/2505] lr: 3.750e-05, eta: 0:11:59, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.0687, loss: 1.0687, grad_norm: 9.1643 2020-08-17 22:26:49,245 - mmaction - INFO - Epoch [100][1580/2505] lr: 3.750e-05, eta: 0:11:43, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0722, loss: 1.0722, grad_norm: 9.3879 2020-08-17 22:27:04,563 - mmaction - INFO - Epoch [100][1600/2505] lr: 3.750e-05, eta: 0:11:28, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9021, loss_cls: 1.0747, loss: 1.0747, grad_norm: 9.3370 2020-08-17 22:27:18,601 - mmaction - INFO - Epoch [100][1620/2505] lr: 3.750e-05, eta: 0:11:13, time: 0.702, data_time: 0.003, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8958, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.6152 2020-08-17 22:27:33,625 - mmaction - INFO - Epoch [100][1640/2505] lr: 3.750e-05, eta: 0:10:58, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7229, top5_acc: 0.8833, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.9771 2020-08-17 22:27:48,228 - mmaction - INFO - Epoch [100][1660/2505] lr: 3.750e-05, eta: 0:10:42, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9068, loss_cls: 1.0311, loss: 1.0311, grad_norm: 9.0921 2020-08-17 22:28:03,503 - mmaction - INFO - Epoch [100][1680/2505] lr: 3.750e-05, eta: 0:10:27, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.3333 2020-08-17 22:28:18,848 - mmaction - INFO - Epoch [100][1700/2505] lr: 3.750e-05, eta: 0:10:12, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.8891, loss_cls: 1.0845, loss: 1.0845, grad_norm: 9.2809 2020-08-17 22:28:33,845 - mmaction - INFO - Epoch [100][1720/2505] lr: 3.750e-05, eta: 0:09:57, time: 0.750, data_time: 0.002, memory: 8343, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0328, loss: 1.0328, grad_norm: 8.8860 2020-08-17 22:28:48,003 - mmaction - INFO - Epoch [100][1740/2505] lr: 3.750e-05, eta: 0:09:42, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0338, loss: 1.0338, grad_norm: 8.8850 2020-08-17 22:29:02,792 - mmaction - INFO - Epoch [100][1760/2505] lr: 3.750e-05, eta: 0:09:26, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.7526, top5_acc: 0.9042, loss_cls: 0.9990, loss: 0.9990, grad_norm: 8.7718 2020-08-17 22:29:18,089 - mmaction - INFO - Epoch [100][1780/2505] lr: 3.750e-05, eta: 0:09:11, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.7266, top5_acc: 0.8885, loss_cls: 1.1486, loss: 1.1486, grad_norm: 9.3156 2020-08-17 22:29:32,850 - mmaction - INFO - Epoch [100][1800/2505] lr: 3.750e-05, eta: 0:08:56, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.7484, top5_acc: 0.9089, loss_cls: 1.0101, loss: 1.0101, grad_norm: 9.3210 2020-08-17 22:29:47,723 - mmaction - INFO - Epoch [100][1820/2505] lr: 3.750e-05, eta: 0:08:41, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.4052 2020-08-17 22:30:02,288 - mmaction - INFO - Epoch [100][1840/2505] lr: 3.750e-05, eta: 0:08:25, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.1125, loss: 1.1125, grad_norm: 9.2155 2020-08-17 22:30:16,903 - mmaction - INFO - Epoch [100][1860/2505] lr: 3.750e-05, eta: 0:08:10, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7490, top5_acc: 0.8979, loss_cls: 1.0407, loss: 1.0407, grad_norm: 9.2471 2020-08-17 22:30:32,557 - mmaction - INFO - Epoch [100][1880/2505] lr: 3.750e-05, eta: 0:07:55, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7297, top5_acc: 0.8797, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.2263 2020-08-17 22:30:46,600 - mmaction - INFO - Epoch [100][1900/2505] lr: 3.750e-05, eta: 0:07:40, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.7359, top5_acc: 0.8979, loss_cls: 1.0776, loss: 1.0776, grad_norm: 9.2389 2020-08-17 22:31:01,318 - mmaction - INFO - Epoch [100][1920/2505] lr: 3.750e-05, eta: 0:07:25, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7323, top5_acc: 0.8906, loss_cls: 1.1129, loss: 1.1129, grad_norm: 9.3225 2020-08-17 22:31:15,783 - mmaction - INFO - Epoch [100][1940/2505] lr: 3.750e-05, eta: 0:07:09, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.7193, top5_acc: 0.8901, loss_cls: 1.1141, loss: 1.1141, grad_norm: 9.2239 2020-08-17 22:31:30,475 - mmaction - INFO - Epoch [100][1960/2505] lr: 3.750e-05, eta: 0:06:54, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.7276, top5_acc: 0.8932, loss_cls: 1.0869, loss: 1.0869, grad_norm: 9.2758 2020-08-17 22:31:45,785 - mmaction - INFO - Epoch [100][1980/2505] lr: 3.750e-05, eta: 0:06:39, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8995, loss_cls: 1.0806, loss: 1.0806, grad_norm: 9.5985 2020-08-17 22:32:00,623 - mmaction - INFO - Epoch [100][2000/2505] lr: 3.750e-05, eta: 0:06:24, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0475, loss: 1.0475, grad_norm: 8.9277 2020-08-17 22:32:15,377 - mmaction - INFO - Epoch [100][2020/2505] lr: 3.750e-05, eta: 0:06:09, time: 0.738, data_time: 0.003, memory: 8343, top1_acc: 0.7302, top5_acc: 0.8849, loss_cls: 1.1053, loss: 1.1053, grad_norm: 9.1654 2020-08-17 22:32:30,710 - mmaction - INFO - Epoch [100][2040/2505] lr: 3.750e-05, eta: 0:05:53, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.7380, top5_acc: 0.8974, loss_cls: 1.0746, loss: 1.0746, grad_norm: 9.3312 2020-08-17 22:32:45,811 - mmaction - INFO - Epoch [100][2060/2505] lr: 3.750e-05, eta: 0:05:38, time: 0.755, data_time: 0.004, memory: 8343, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1175, loss: 1.1175, grad_norm: 9.3659 2020-08-17 22:33:00,208 - mmaction - INFO - Epoch [100][2080/2505] lr: 3.750e-05, eta: 0:05:23, time: 0.717, data_time: 0.004, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8896, loss_cls: 1.0877, loss: 1.0877, grad_norm: 9.3172 2020-08-17 22:33:15,697 - mmaction - INFO - Epoch [100][2100/2505] lr: 3.750e-05, eta: 0:05:08, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8995, loss_cls: 1.0608, loss: 1.0608, grad_norm: 9.0378 2020-08-17 22:33:30,327 - mmaction - INFO - Epoch [100][2120/2505] lr: 3.750e-05, eta: 0:04:52, time: 0.730, data_time: 0.002, memory: 8343, top1_acc: 0.7385, top5_acc: 0.8927, loss_cls: 1.0744, loss: 1.0744, grad_norm: 9.0592 2020-08-17 22:33:44,794 - mmaction - INFO - Epoch [100][2140/2505] lr: 3.750e-05, eta: 0:04:37, time: 0.724, data_time: 0.003, memory: 8343, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0374, loss: 1.0374, grad_norm: 9.1900 2020-08-17 22:33:59,483 - mmaction - INFO - Epoch [100][2160/2505] lr: 3.750e-05, eta: 0:04:22, time: 0.735, data_time: 0.003, memory: 8343, top1_acc: 0.7214, top5_acc: 0.8917, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.5796 2020-08-17 22:34:14,097 - mmaction - INFO - Epoch [100][2180/2505] lr: 3.750e-05, eta: 0:04:07, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7370, top5_acc: 0.8849, loss_cls: 1.1186, loss: 1.1186, grad_norm: 9.4788 2020-08-17 22:34:28,811 - mmaction - INFO - Epoch [100][2200/2505] lr: 3.750e-05, eta: 0:03:52, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8943, loss_cls: 1.0461, loss: 1.0461, grad_norm: 9.1467 2020-08-17 22:34:43,554 - mmaction - INFO - Epoch [100][2220/2505] lr: 3.750e-05, eta: 0:03:36, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.1116, loss: 1.1116, grad_norm: 9.3121 2020-08-17 22:34:58,916 - mmaction - INFO - Epoch [100][2240/2505] lr: 3.750e-05, eta: 0:03:21, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.7177, top5_acc: 0.8891, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.4458 2020-08-17 22:35:13,506 - mmaction - INFO - Epoch [100][2260/2505] lr: 3.750e-05, eta: 0:03:06, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.7469, top5_acc: 0.8927, loss_cls: 1.0606, loss: 1.0606, grad_norm: 9.1545 2020-08-17 22:35:28,157 - mmaction - INFO - Epoch [100][2280/2505] lr: 3.750e-05, eta: 0:02:51, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.7396, top5_acc: 0.9026, loss_cls: 1.0643, loss: 1.0643, grad_norm: 9.0854 2020-08-17 22:35:43,004 - mmaction - INFO - Epoch [100][2300/2505] lr: 3.750e-05, eta: 0:02:35, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0427, loss: 1.0427, grad_norm: 9.1850 2020-08-17 22:35:58,539 - mmaction - INFO - Epoch [100][2320/2505] lr: 3.750e-05, eta: 0:02:20, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.7224, top5_acc: 0.8938, loss_cls: 1.1313, loss: 1.1313, grad_norm: 9.5084 2020-08-17 22:36:12,910 - mmaction - INFO - Epoch [100][2340/2505] lr: 3.750e-05, eta: 0:02:05, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7391, top5_acc: 0.9010, loss_cls: 1.0719, loss: 1.0719, grad_norm: 9.4342 2020-08-17 22:36:28,438 - mmaction - INFO - Epoch [100][2360/2505] lr: 3.750e-05, eta: 0:01:50, time: 0.777, data_time: 0.003, memory: 8343, top1_acc: 0.7573, top5_acc: 0.9031, loss_cls: 1.0375, loss: 1.0375, grad_norm: 9.0404 2020-08-17 22:36:43,058 - mmaction - INFO - Epoch [100][2380/2505] lr: 3.750e-05, eta: 0:01:35, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8854, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.2555 2020-08-17 22:36:58,228 - mmaction - INFO - Epoch [100][2400/2505] lr: 3.750e-05, eta: 0:01:19, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7255, top5_acc: 0.8885, loss_cls: 1.1354, loss: 1.1354, grad_norm: 9.5985 2020-08-17 22:37:13,003 - mmaction - INFO - Epoch [100][2420/2505] lr: 3.750e-05, eta: 0:01:04, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.7281, top5_acc: 0.8937, loss_cls: 1.0988, loss: 1.0988, grad_norm: 9.1595 2020-08-17 22:37:28,488 - mmaction - INFO - Epoch [100][2440/2505] lr: 3.750e-05, eta: 0:00:49, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.7349, top5_acc: 0.8937, loss_cls: 1.0628, loss: 1.0628, grad_norm: 9.3344 2020-08-17 22:37:43,237 - mmaction - INFO - Epoch [100][2460/2505] lr: 3.750e-05, eta: 0:00:34, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.7375, top5_acc: 0.8974, loss_cls: 1.0551, loss: 1.0551, grad_norm: 9.0348 2020-08-17 22:37:58,009 - mmaction - INFO - Epoch [100][2480/2505] lr: 3.750e-05, eta: 0:00:19, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7464, top5_acc: 0.9047, loss_cls: 1.0554, loss: 1.0554, grad_norm: 9.3946 2020-08-17 22:38:12,730 - mmaction - INFO - Epoch [100][2500/2505] lr: 3.750e-05, eta: 0:00:03, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.7354, top5_acc: 0.9057, loss_cls: 1.0830, loss: 1.0830, grad_norm: 9.3546 2020-08-17 22:38:17,503 - mmaction - INFO - Saving checkpoint at 100 epochs