2020-07-28 02:14:22,451 - 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 ------------------------------------------------------------ 2020-07-28 02:14:22,452 - mmaction - INFO - Distributed training: True 2020-07-28 02:14:22,452 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/r2plus1d/r2plus1d_r34_256p_8x8x1_180e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet2Plus1d', depth=34, pretrained=None, pretrained2d=False, norm_eval=False, conv_cfg=dict(type='Conv2plus1d'), norm_cfg=dict(type='SyncBN', requires_grad=True, eps=1e-3), conv1_kernel=(3, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(1, 1, 1, 1), spatial_strides=(1, 2, 2, 2), temporal_strides=(1, 2, 2, 2), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=512, spatial_type='avg', dropout_ratio=0.5, 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=8, frame_interval=8, num_clips=1), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='ThreeCrop', crop_size=256, lazy=True), dict(type='Normalize', **img_norm_cfg, lazy=True), dict(type='Fuse'), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline, test_mode=True), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline, test_mode=True)) # optimizer optimizer = dict( type='SGD', lr=0.1 * 4, 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='CosineAnealing', min_lr=0) total_epochs = 180 checkpoint_config = dict(interval=1) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/r2plus1d_r34_256p_8x8x1_180e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] find_unused_parameters = False 2020-07-28 02:14:36,944 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-78, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/r2plus1d_r34_256p_8x8x1_180e_kinetics400_rgb_32g 2020-07-28 02:14:36,945 - mmaction - INFO - workflow: [('train', 1)], max: 180 epochs 2020-07-28 02:15:35,510 - mmaction - INFO - Epoch [1][20/940] lr: 4.000e-01, eta: 5 days, 17:14:49, time: 2.920, data_time: 0.505, memory: 5015, top1_acc: 0.0025, top5_acc: 0.0154, loss_cls: 6.2510, loss: 6.2510, grad_norm: 8.4108 2020-07-28 02:15:52,867 - mmaction - INFO - Epoch [1][40/940] lr: 4.000e-01, eta: 3 days, 17:07:34, time: 0.873, data_time: 0.009, memory: 5015, top1_acc: 0.0033, top5_acc: 0.0230, loss_cls: 5.9580, loss: 5.9580, grad_norm: 0.2903 2020-07-28 02:16:10,070 - mmaction - INFO - Epoch [1][60/940] lr: 4.000e-01, eta: 3 days, 0:50:33, time: 0.858, data_time: 0.005, memory: 5015, top1_acc: 0.0041, top5_acc: 0.0182, loss_cls: 5.9351, loss: 5.9351, grad_norm: 0.2514 2020-07-28 02:16:27,402 - mmaction - INFO - Epoch [1][80/940] lr: 4.000e-01, eta: 2 days, 16:50:01, time: 0.869, data_time: 0.006, memory: 5015, top1_acc: 0.0059, top5_acc: 0.0260, loss_cls: 5.8999, loss: 5.8999, grad_norm: 0.2565 2020-07-28 02:16:44,858 - mmaction - INFO - Epoch [1][100/940] lr: 4.000e-01, eta: 2 days, 12:02:39, time: 0.871, data_time: 0.005, memory: 5015, top1_acc: 0.0080, top5_acc: 0.0314, loss_cls: 5.8842, loss: 5.8842, grad_norm: 0.3075 2020-07-28 02:17:02,405 - mmaction - INFO - Epoch [1][120/940] lr: 4.000e-01, eta: 2 days, 8:54:36, time: 0.879, data_time: 0.005, memory: 5015, top1_acc: 0.0080, top5_acc: 0.0348, loss_cls: 5.8451, loss: 5.8451, grad_norm: 0.3529 2020-07-28 02:17:20,308 - mmaction - INFO - Epoch [1][140/940] lr: 4.000e-01, eta: 2 days, 6:46:36, time: 0.895, data_time: 0.005, memory: 5015, top1_acc: 0.0084, top5_acc: 0.0369, loss_cls: 5.8332, loss: 5.8332, grad_norm: 0.3551 2020-07-28 02:17:38,174 - mmaction - INFO - Epoch [1][160/940] lr: 4.000e-01, eta: 2 days, 5:10:11, time: 0.894, data_time: 0.004, memory: 5015, top1_acc: 0.0090, top5_acc: 0.0344, loss_cls: 5.8308, loss: 5.8308, grad_norm: 0.3436 2020-07-28 02:17:55,928 - mmaction - INFO - Epoch [1][180/940] lr: 4.000e-01, eta: 2 days, 3:53:14, time: 0.888, data_time: 0.002, memory: 5015, top1_acc: 0.0078, top5_acc: 0.0379, loss_cls: 5.8069, loss: 5.8069, grad_norm: 0.3515 2020-07-28 02:18:13,989 - mmaction - INFO - Epoch [1][200/940] lr: 4.000e-01, eta: 2 days, 2:55:26, time: 0.901, data_time: 0.005, memory: 5015, top1_acc: 0.0072, top5_acc: 0.0334, loss_cls: 5.8371, loss: 5.8371, grad_norm: 0.4730 2020-07-28 02:18:32,153 - mmaction - INFO - Epoch [1][220/940] lr: 4.000e-01, eta: 2 days, 2:10:18, time: 0.910, data_time: 0.006, memory: 5015, top1_acc: 0.0094, top5_acc: 0.0428, loss_cls: 5.8009, loss: 5.8009, grad_norm: 0.3730 2020-07-28 02:18:50,519 - mmaction - INFO - Epoch [1][240/940] lr: 4.000e-01, eta: 2 days, 1:34:37, time: 0.918, data_time: 0.002, memory: 5015, top1_acc: 0.0104, top5_acc: 0.0467, loss_cls: 5.7756, loss: 5.7756, grad_norm: 0.3803 2020-07-28 02:19:09,871 - mmaction - INFO - Epoch [1][260/940] lr: 4.000e-01, eta: 2 days, 1:14:44, time: 0.966, data_time: 0.004, memory: 5015, top1_acc: 0.0105, top5_acc: 0.0457, loss_cls: 5.7490, loss: 5.7490, grad_norm: 0.4066 2020-07-28 02:19:28,271 - mmaction - INFO - Epoch [1][280/940] lr: 4.000e-01, eta: 2 days, 0:48:43, time: 0.922, data_time: 0.005, memory: 5015, top1_acc: 0.0092, top5_acc: 0.0395, loss_cls: 5.7529, loss: 5.7529, grad_norm: 0.3798 2020-07-28 02:19:47,208 - mmaction - INFO - Epoch [1][300/940] lr: 4.000e-01, eta: 2 days, 0:30:34, time: 0.945, data_time: 0.004, memory: 5015, top1_acc: 0.0117, top5_acc: 0.0506, loss_cls: 5.7209, loss: 5.7209, grad_norm: 0.3804 2020-07-28 02:20:06,295 - mmaction - INFO - Epoch [1][320/940] lr: 4.000e-01, eta: 2 days, 0:16:29, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.0111, top5_acc: 0.0490, loss_cls: 5.7298, loss: 5.7298, grad_norm: 0.3896 2020-07-28 02:20:24,909 - mmaction - INFO - Epoch [1][340/940] lr: 4.000e-01, eta: 1 day, 23:59:48, time: 0.930, data_time: 0.002, memory: 5015, top1_acc: 0.0125, top5_acc: 0.0502, loss_cls: 5.6715, loss: 5.6715, grad_norm: 0.3975 2020-07-28 02:20:45,373 - mmaction - INFO - Epoch [1][360/940] lr: 4.000e-01, eta: 1 day, 23:59:12, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.0127, top5_acc: 0.0492, loss_cls: 5.6861, loss: 5.6861, grad_norm: 0.3938 2020-07-28 02:21:03,870 - mmaction - INFO - Epoch [1][380/940] lr: 4.000e-01, eta: 1 day, 23:44:33, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.0111, top5_acc: 0.0557, loss_cls: 5.6743, loss: 5.6743, grad_norm: 0.3889 2020-07-28 02:21:22,653 - mmaction - INFO - Epoch [1][400/940] lr: 4.000e-01, eta: 1 day, 23:33:04, time: 0.939, data_time: 0.002, memory: 5015, top1_acc: 0.0123, top5_acc: 0.0549, loss_cls: 5.6541, loss: 5.6541, grad_norm: 0.4097 2020-07-28 02:21:42,159 - mmaction - INFO - Epoch [1][420/940] lr: 4.000e-01, eta: 1 day, 23:27:20, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.0115, top5_acc: 0.0494, loss_cls: 5.6925, loss: 5.6925, grad_norm: 0.3890 2020-07-28 02:22:01,123 - mmaction - INFO - Epoch [1][440/940] lr: 4.000e-01, eta: 1 day, 23:19:01, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.0135, top5_acc: 0.0574, loss_cls: 5.6566, loss: 5.6566, grad_norm: 0.4229 2020-07-28 02:22:21,051 - mmaction - INFO - Epoch [1][460/940] lr: 4.000e-01, eta: 1 day, 23:16:58, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.0127, top5_acc: 0.0627, loss_cls: 5.6397, loss: 5.6397, grad_norm: 0.3842 2020-07-28 02:22:40,809 - mmaction - INFO - Epoch [1][480/940] lr: 4.000e-01, eta: 1 day, 23:14:18, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.0127, top5_acc: 0.0545, loss_cls: 5.6387, loss: 5.6387, grad_norm: 0.4180 2020-07-28 02:23:00,764 - mmaction - INFO - Epoch [1][500/940] lr: 4.000e-01, eta: 1 day, 23:12:37, time: 0.996, data_time: 0.006, memory: 5015, top1_acc: 0.0168, top5_acc: 0.0623, loss_cls: 5.6221, loss: 5.6221, grad_norm: 0.4271 2020-07-28 02:23:20,411 - mmaction - INFO - Epoch [1][520/940] lr: 4.000e-01, eta: 1 day, 23:09:46, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.0150, top5_acc: 0.0613, loss_cls: 5.6108, loss: 5.6108, grad_norm: 0.4327 2020-07-28 02:23:39,803 - mmaction - INFO - Epoch [1][540/940] lr: 4.000e-01, eta: 1 day, 23:05:24, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.0207, top5_acc: 0.0656, loss_cls: 5.5912, loss: 5.5912, grad_norm: 0.4511 2020-07-28 02:23:59,131 - mmaction - INFO - Epoch [1][560/940] lr: 4.000e-01, eta: 1 day, 23:01:22, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.0172, top5_acc: 0.0645, loss_cls: 5.5897, loss: 5.5897, grad_norm: 0.4224 2020-07-28 02:24:18,480 - mmaction - INFO - Epoch [1][580/940] lr: 4.000e-01, eta: 1 day, 22:57:19, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.0170, top5_acc: 0.0680, loss_cls: 5.5788, loss: 5.5788, grad_norm: 0.4248 2020-07-28 02:24:38,399 - mmaction - INFO - Epoch [1][600/940] lr: 4.000e-01, eta: 1 day, 22:56:34, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.0166, top5_acc: 0.0699, loss_cls: 5.5506, loss: 5.5506, grad_norm: 0.4351 2020-07-28 02:24:57,797 - mmaction - INFO - Epoch [1][620/940] lr: 4.000e-01, eta: 1 day, 22:53:16, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.0195, top5_acc: 0.0754, loss_cls: 5.5148, loss: 5.5148, grad_norm: 0.4761 2020-07-28 02:25:16,893 - mmaction - INFO - Epoch [1][640/940] lr: 4.000e-01, eta: 1 day, 22:48:51, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.0215, top5_acc: 0.0768, loss_cls: 5.5346, loss: 5.5346, grad_norm: 0.4628 2020-07-28 02:25:36,055 - mmaction - INFO - Epoch [1][660/940] lr: 4.000e-01, eta: 1 day, 22:44:50, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.0230, top5_acc: 0.0838, loss_cls: 5.5121, loss: 5.5121, grad_norm: 0.4670 2020-07-28 02:25:55,126 - mmaction - INFO - Epoch [1][680/940] lr: 4.000e-01, eta: 1 day, 22:40:56, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.0193, top5_acc: 0.0734, loss_cls: 5.5060, loss: 5.5060, grad_norm: 0.4711 2020-07-28 02:26:14,044 - mmaction - INFO - Epoch [1][700/940] lr: 4.000e-01, eta: 1 day, 22:36:18, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.0242, top5_acc: 0.0834, loss_cls: 5.4920, loss: 5.4920, grad_norm: 0.4713 2020-07-28 02:26:33,809 - mmaction - INFO - Epoch [1][720/940] lr: 4.000e-01, eta: 1 day, 22:35:32, time: 0.990, data_time: 0.006, memory: 5015, top1_acc: 0.0219, top5_acc: 0.0859, loss_cls: 5.4796, loss: 5.4796, grad_norm: 0.4749 2020-07-28 02:26:52,566 - mmaction - INFO - Epoch [1][740/940] lr: 4.000e-01, eta: 1 day, 22:30:43, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.0225, top5_acc: 0.0850, loss_cls: 5.4867, loss: 5.4867, grad_norm: 0.4732 2020-07-28 02:27:11,493 - mmaction - INFO - Epoch [1][760/940] lr: 4.000e-01, eta: 1 day, 22:26:58, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.0264, top5_acc: 0.0945, loss_cls: 5.4925, loss: 5.4925, grad_norm: 0.4692 2020-07-28 02:27:31,432 - mmaction - INFO - Epoch [1][780/940] lr: 4.000e-01, eta: 1 day, 22:26:52, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.0225, top5_acc: 0.0928, loss_cls: 5.4792, loss: 5.4792, grad_norm: 0.4865 2020-07-28 02:27:50,527 - mmaction - INFO - Epoch [1][800/940] lr: 4.000e-01, eta: 1 day, 22:23:56, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.0281, top5_acc: 0.1023, loss_cls: 5.4093, loss: 5.4093, grad_norm: 0.5204 2020-07-28 02:28:09,141 - mmaction - INFO - Epoch [1][820/940] lr: 4.000e-01, eta: 1 day, 22:19:20, time: 0.929, data_time: 0.006, memory: 5015, top1_acc: 0.0238, top5_acc: 0.0912, loss_cls: 5.4135, loss: 5.4135, grad_norm: 0.4918 2020-07-28 02:28:28,608 - mmaction - INFO - Epoch [1][840/940] lr: 4.000e-01, eta: 1 day, 22:17:57, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.0281, top5_acc: 0.1062, loss_cls: 5.4021, loss: 5.4021, grad_norm: 0.5275 2020-07-28 02:28:48,244 - mmaction - INFO - Epoch [1][860/940] lr: 4.000e-01, eta: 1 day, 22:17:00, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.0277, top5_acc: 0.0977, loss_cls: 5.4245, loss: 5.4245, grad_norm: 0.4894 2020-07-28 02:29:07,797 - mmaction - INFO - Epoch [1][880/940] lr: 4.000e-01, eta: 1 day, 22:15:58, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.0275, top5_acc: 0.1047, loss_cls: 5.3964, loss: 5.3964, grad_norm: 0.5172 2020-07-28 02:29:26,532 - mmaction - INFO - Epoch [1][900/940] lr: 4.000e-01, eta: 1 day, 22:12:16, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.0262, top5_acc: 0.1008, loss_cls: 5.3920, loss: 5.3920, grad_norm: 0.4980 2020-07-28 02:29:46,151 - mmaction - INFO - Epoch [1][920/940] lr: 4.000e-01, eta: 1 day, 22:11:35, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.0273, top5_acc: 0.1041, loss_cls: 5.3803, loss: 5.3803, grad_norm: 0.5116 2020-07-28 02:30:06,364 - mmaction - INFO - Epoch [1][940/940] lr: 4.000e-01, eta: 1 day, 22:12:34, time: 1.010, data_time: 0.004, memory: 5015, top1_acc: 0.0294, top5_acc: 0.1075, loss_cls: 5.3734, loss: 5.3734, grad_norm: 0.5241 2020-07-28 02:30:06,582 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-07-28 02:30:33,027 - mmaction - INFO - Epoch [2][20/940] lr: 4.000e-01, eta: 1 day, 22:25:14, time: 1.211, data_time: 0.296, memory: 5015, top1_acc: 0.0311, top5_acc: 0.1041, loss_cls: 5.3742, loss: 5.3742, grad_norm: 0.5143 2020-07-28 02:30:52,231 - mmaction - INFO - Epoch [2][40/940] lr: 4.000e-01, eta: 1 day, 22:22:56, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.0318, top5_acc: 0.1121, loss_cls: 5.3271, loss: 5.3271, grad_norm: 0.5153 2020-07-28 02:31:11,123 - mmaction - INFO - Epoch [2][60/940] lr: 4.000e-01, eta: 1 day, 22:19:59, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.0330, top5_acc: 0.1016, loss_cls: 5.3435, loss: 5.3435, grad_norm: 0.5073 2020-07-28 02:31:30,402 - mmaction - INFO - Epoch [2][80/940] lr: 4.000e-01, eta: 1 day, 22:18:02, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.0332, top5_acc: 0.1141, loss_cls: 5.3209, loss: 5.3209, grad_norm: 0.5284 2020-07-28 02:31:49,957 - mmaction - INFO - Epoch [2][100/940] lr: 4.000e-01, eta: 1 day, 22:17:04, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.0305, top5_acc: 0.1187, loss_cls: 5.3289, loss: 5.3289, grad_norm: 0.5225 2020-07-28 02:32:09,595 - mmaction - INFO - Epoch [2][120/940] lr: 4.000e-01, eta: 1 day, 22:16:17, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.0316, top5_acc: 0.1143, loss_cls: 5.3289, loss: 5.3289, grad_norm: 0.4880 2020-07-28 02:32:28,293 - mmaction - INFO - Epoch [2][140/940] lr: 4.000e-01, eta: 1 day, 22:13:02, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.0365, top5_acc: 0.1238, loss_cls: 5.2694, loss: 5.2694, grad_norm: 0.5381 2020-07-28 02:32:47,931 - mmaction - INFO - Epoch [2][160/940] lr: 4.000e-01, eta: 1 day, 22:12:14, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.0359, top5_acc: 0.1180, loss_cls: 5.2930, loss: 5.2930, grad_norm: 0.5284 2020-07-28 02:33:07,445 - mmaction - INFO - Epoch [2][180/940] lr: 4.000e-01, eta: 1 day, 22:11:18, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.0391, top5_acc: 0.1264, loss_cls: 5.2642, loss: 5.2642, grad_norm: 0.5242 2020-07-28 02:33:27,138 - mmaction - INFO - Epoch [2][200/940] lr: 4.000e-01, eta: 1 day, 22:10:39, time: 0.983, data_time: 0.004, memory: 5015, top1_acc: 0.0402, top5_acc: 0.1311, loss_cls: 5.2613, loss: 5.2613, grad_norm: 0.5212 2020-07-28 02:33:46,479 - mmaction - INFO - Epoch [2][220/940] lr: 4.000e-01, eta: 1 day, 22:09:21, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.0379, top5_acc: 0.1254, loss_cls: 5.2459, loss: 5.2459, grad_norm: 0.5446 2020-07-28 02:34:06,921 - mmaction - INFO - Epoch [2][240/940] lr: 4.000e-01, eta: 1 day, 22:10:31, time: 1.020, data_time: 0.004, memory: 5015, top1_acc: 0.0449, top5_acc: 0.1430, loss_cls: 5.1959, loss: 5.1959, grad_norm: 0.5458 2020-07-28 02:34:25,924 - mmaction - INFO - Epoch [2][260/940] lr: 4.000e-01, eta: 1 day, 22:08:25, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.0375, top5_acc: 0.1332, loss_cls: 5.2357, loss: 5.2357, grad_norm: 0.5249 2020-07-28 02:34:44,764 - mmaction - INFO - Epoch [2][280/940] lr: 4.000e-01, eta: 1 day, 22:05:53, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.0389, top5_acc: 0.1277, loss_cls: 5.2519, loss: 5.2519, grad_norm: 0.5328 2020-07-28 02:35:04,993 - mmaction - INFO - Epoch [2][300/940] lr: 4.000e-01, eta: 1 day, 22:06:41, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.0453, top5_acc: 0.1389, loss_cls: 5.1987, loss: 5.1987, grad_norm: 0.5494 2020-07-28 02:35:24,589 - mmaction - INFO - Epoch [2][320/940] lr: 4.000e-01, eta: 1 day, 22:05:59, time: 0.980, data_time: 0.002, memory: 5015, top1_acc: 0.0404, top5_acc: 0.1363, loss_cls: 5.2096, loss: 5.2096, grad_norm: 0.5405 2020-07-28 02:35:44,130 - mmaction - INFO - Epoch [2][340/940] lr: 4.000e-01, eta: 1 day, 22:05:05, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.0430, top5_acc: 0.1367, loss_cls: 5.2032, loss: 5.2032, grad_norm: 0.5262 2020-07-28 02:36:03,888 - mmaction - INFO - Epoch [2][360/940] lr: 4.000e-01, eta: 1 day, 22:04:50, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.0395, top5_acc: 0.1355, loss_cls: 5.2148, loss: 5.2148, grad_norm: 0.5510 2020-07-28 02:36:22,474 - mmaction - INFO - Epoch [2][380/940] lr: 4.000e-01, eta: 1 day, 22:02:00, time: 0.929, data_time: 0.002, memory: 5015, top1_acc: 0.0410, top5_acc: 0.1383, loss_cls: 5.1711, loss: 5.1711, grad_norm: 0.5399 2020-07-28 02:36:42,216 - mmaction - INFO - Epoch [2][400/940] lr: 4.000e-01, eta: 1 day, 22:01:39, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.0447, top5_acc: 0.1420, loss_cls: 5.1693, loss: 5.1693, grad_norm: 0.5499 2020-07-28 02:37:02,261 - mmaction - INFO - Epoch [2][420/940] lr: 4.000e-01, eta: 1 day, 22:01:54, time: 1.001, data_time: 0.006, memory: 5015, top1_acc: 0.0467, top5_acc: 0.1453, loss_cls: 5.1570, loss: 5.1570, grad_norm: 0.5457 2020-07-28 02:37:22,317 - mmaction - INFO - Epoch [2][440/940] lr: 4.000e-01, eta: 1 day, 22:02:15, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.0477, top5_acc: 0.1527, loss_cls: 5.1629, loss: 5.1629, grad_norm: 0.5511 2020-07-28 02:37:42,581 - mmaction - INFO - Epoch [2][460/940] lr: 4.000e-01, eta: 1 day, 22:02:54, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.0385, top5_acc: 0.1432, loss_cls: 5.1375, loss: 5.1375, grad_norm: 0.5477 2020-07-28 02:38:01,608 - mmaction - INFO - Epoch [2][480/940] lr: 4.000e-01, eta: 1 day, 22:01:12, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.0469, top5_acc: 0.1537, loss_cls: 5.1565, loss: 5.1565, grad_norm: 0.5503 2020-07-28 02:38:21,756 - mmaction - INFO - Epoch [2][500/940] lr: 4.000e-01, eta: 1 day, 22:01:34, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.0486, top5_acc: 0.1594, loss_cls: 5.0957, loss: 5.0957, grad_norm: 0.5707 2020-07-28 02:38:40,392 - mmaction - INFO - Epoch [2][520/940] lr: 4.000e-01, eta: 1 day, 21:59:10, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.0445, top5_acc: 0.1430, loss_cls: 5.1521, loss: 5.1521, grad_norm: 0.5629 2020-07-28 02:39:00,407 - mmaction - INFO - Epoch [2][540/940] lr: 4.000e-01, eta: 1 day, 21:59:17, time: 0.999, data_time: 0.004, memory: 5015, top1_acc: 0.0516, top5_acc: 0.1568, loss_cls: 5.1238, loss: 5.1238, grad_norm: 0.5583 2020-07-28 02:39:20,174 - mmaction - INFO - Epoch [2][560/940] lr: 4.000e-01, eta: 1 day, 21:59:04, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.0437, top5_acc: 0.1484, loss_cls: 5.1274, loss: 5.1274, grad_norm: 0.5755 2020-07-28 02:39:40,061 - mmaction - INFO - Epoch [2][580/940] lr: 4.000e-01, eta: 1 day, 21:58:57, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.0463, top5_acc: 0.1588, loss_cls: 5.1300, loss: 5.1300, grad_norm: 0.5392 2020-07-28 02:40:00,438 - mmaction - INFO - Epoch [2][600/940] lr: 4.000e-01, eta: 1 day, 21:59:50, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.0457, top5_acc: 0.1502, loss_cls: 5.0948, loss: 5.0948, grad_norm: 0.5643 2020-07-28 02:40:20,376 - mmaction - INFO - Epoch [2][620/940] lr: 4.000e-01, eta: 1 day, 21:59:50, time: 0.997, data_time: 0.004, memory: 5015, top1_acc: 0.0502, top5_acc: 0.1523, loss_cls: 5.1206, loss: 5.1206, grad_norm: 0.5466 2020-07-28 02:40:39,772 - mmaction - INFO - Epoch [2][640/940] lr: 4.000e-01, eta: 1 day, 21:58:51, time: 0.970, data_time: 0.002, memory: 5015, top1_acc: 0.0518, top5_acc: 0.1596, loss_cls: 5.1268, loss: 5.1268, grad_norm: 0.5752 2020-07-28 02:40:59,022 - mmaction - INFO - Epoch [2][660/940] lr: 4.000e-01, eta: 1 day, 21:57:36, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.0549, top5_acc: 0.1660, loss_cls: 5.0633, loss: 5.0633, grad_norm: 0.5617 2020-07-28 02:41:18,280 - mmaction - INFO - Epoch [2][680/940] lr: 4.000e-01, eta: 1 day, 21:56:29, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.0533, top5_acc: 0.1666, loss_cls: 5.0850, loss: 5.0850, grad_norm: 0.5820 2020-07-28 02:41:37,950 - mmaction - INFO - Epoch [2][700/940] lr: 4.000e-01, eta: 1 day, 21:55:59, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.0547, top5_acc: 0.1576, loss_cls: 5.0738, loss: 5.0738, grad_norm: 0.5752 2020-07-28 02:41:57,867 - mmaction - INFO - Epoch [2][720/940] lr: 4.000e-01, eta: 1 day, 21:56:01, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.0518, top5_acc: 0.1662, loss_cls: 5.0841, loss: 5.0841, grad_norm: 0.5624 2020-07-28 02:42:17,647 - mmaction - INFO - Epoch [2][740/940] lr: 4.000e-01, eta: 1 day, 21:55:45, time: 0.989, data_time: 0.002, memory: 5015, top1_acc: 0.0527, top5_acc: 0.1654, loss_cls: 5.0712, loss: 5.0712, grad_norm: 0.5603 2020-07-28 02:42:37,023 - mmaction - INFO - Epoch [2][760/940] lr: 4.000e-01, eta: 1 day, 21:54:45, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.0518, top5_acc: 0.1670, loss_cls: 5.0514, loss: 5.0514, grad_norm: 0.6094 2020-07-28 02:42:56,487 - mmaction - INFO - Epoch [2][780/940] lr: 4.000e-01, eta: 1 day, 21:54:03, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.0586, top5_acc: 0.1701, loss_cls: 5.0631, loss: 5.0631, grad_norm: 0.5835 2020-07-28 02:43:16,489 - mmaction - INFO - Epoch [2][800/940] lr: 4.000e-01, eta: 1 day, 21:54:06, time: 0.999, data_time: 0.006, memory: 5015, top1_acc: 0.0523, top5_acc: 0.1713, loss_cls: 5.0745, loss: 5.0745, grad_norm: 0.5644 2020-07-28 02:43:35,166 - mmaction - INFO - Epoch [2][820/940] lr: 4.000e-01, eta: 1 day, 21:52:08, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.0594, top5_acc: 0.1717, loss_cls: 5.0336, loss: 5.0336, grad_norm: 0.5712 2020-07-28 02:43:55,543 - mmaction - INFO - Epoch [2][840/940] lr: 4.000e-01, eta: 1 day, 21:52:51, time: 1.019, data_time: 0.002, memory: 5015, top1_acc: 0.0592, top5_acc: 0.1691, loss_cls: 5.0313, loss: 5.0313, grad_norm: 0.5880 2020-07-28 02:44:15,302 - mmaction - INFO - Epoch [2][860/940] lr: 4.000e-01, eta: 1 day, 21:52:31, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.0496, top5_acc: 0.1670, loss_cls: 5.0531, loss: 5.0531, grad_norm: 0.5713 2020-07-28 02:44:33,953 - mmaction - INFO - Epoch [2][880/940] lr: 4.000e-01, eta: 1 day, 21:50:34, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.0561, top5_acc: 0.1768, loss_cls: 5.0101, loss: 5.0101, grad_norm: 0.5994 2020-07-28 02:44:53,132 - mmaction - INFO - Epoch [2][900/940] lr: 4.000e-01, eta: 1 day, 21:49:22, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.0561, top5_acc: 0.1771, loss_cls: 5.0194, loss: 5.0194, grad_norm: 0.5956 2020-07-28 02:45:12,936 - mmaction - INFO - Epoch [2][920/940] lr: 4.000e-01, eta: 1 day, 21:49:13, time: 0.992, data_time: 0.006, memory: 5015, top1_acc: 0.0561, top5_acc: 0.1666, loss_cls: 5.0418, loss: 5.0418, grad_norm: 0.5539 2020-07-28 02:45:31,354 - mmaction - INFO - Epoch [2][940/940] lr: 4.000e-01, eta: 1 day, 21:46:56, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.0554, top5_acc: 0.1796, loss_cls: 5.0183, loss: 5.0183, grad_norm: 0.5915 2020-07-28 02:45:31,637 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-28 02:45:58,055 - mmaction - INFO - Epoch [3][20/940] lr: 3.999e-01, eta: 1 day, 21:53:43, time: 1.227, data_time: 0.309, memory: 5015, top1_acc: 0.0584, top5_acc: 0.1756, loss_cls: 5.0223, loss: 5.0223, grad_norm: 0.5986 2020-07-28 02:46:17,508 - mmaction - INFO - Epoch [3][40/940] lr: 3.999e-01, eta: 1 day, 21:52:56, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.0590, top5_acc: 0.1766, loss_cls: 5.0045, loss: 5.0045, grad_norm: 0.5969 2020-07-28 02:46:36,008 - mmaction - INFO - Epoch [3][60/940] lr: 3.999e-01, eta: 1 day, 21:50:50, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.0621, top5_acc: 0.1865, loss_cls: 4.9575, loss: 4.9575, grad_norm: 0.6101 2020-07-28 02:46:55,711 - mmaction - INFO - Epoch [3][80/940] lr: 3.999e-01, eta: 1 day, 21:50:25, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.0660, top5_acc: 0.1914, loss_cls: 4.9676, loss: 4.9676, grad_norm: 0.6011 2020-07-28 02:47:15,401 - mmaction - INFO - Epoch [3][100/940] lr: 3.999e-01, eta: 1 day, 21:50:04, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.0561, top5_acc: 0.1719, loss_cls: 5.0046, loss: 5.0046, grad_norm: 0.5787 2020-07-28 02:47:35,325 - mmaction - INFO - Epoch [3][120/940] lr: 3.999e-01, eta: 1 day, 21:49:58, time: 0.995, data_time: 0.006, memory: 5015, top1_acc: 0.0613, top5_acc: 0.1846, loss_cls: 4.9997, loss: 4.9997, grad_norm: 0.5794 2020-07-28 02:47:53,981 - mmaction - INFO - Epoch [3][140/940] lr: 3.999e-01, eta: 1 day, 21:48:11, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.0545, top5_acc: 0.1826, loss_cls: 4.9929, loss: 4.9929, grad_norm: 0.5851 2020-07-28 02:48:14,032 - mmaction - INFO - Epoch [3][160/940] lr: 3.999e-01, eta: 1 day, 21:48:15, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.0676, top5_acc: 0.1977, loss_cls: 4.9332, loss: 4.9332, grad_norm: 0.6073 2020-07-28 02:48:33,382 - mmaction - INFO - Epoch [3][180/940] lr: 3.999e-01, eta: 1 day, 21:47:27, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.0672, top5_acc: 0.1938, loss_cls: 4.9331, loss: 4.9331, grad_norm: 0.6065 2020-07-28 02:48:53,105 - mmaction - INFO - Epoch [3][200/940] lr: 3.999e-01, eta: 1 day, 21:47:04, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.0631, top5_acc: 0.1889, loss_cls: 4.9210, loss: 4.9210, grad_norm: 0.6294 2020-07-28 02:49:12,876 - mmaction - INFO - Epoch [3][220/940] lr: 3.999e-01, eta: 1 day, 21:46:51, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.0557, top5_acc: 0.1740, loss_cls: 5.0089, loss: 5.0089, grad_norm: 0.5873 2020-07-28 02:49:32,787 - mmaction - INFO - Epoch [3][240/940] lr: 3.999e-01, eta: 1 day, 21:46:44, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.0734, top5_acc: 0.2006, loss_cls: 4.9306, loss: 4.9306, grad_norm: 0.6283 2020-07-28 02:49:52,494 - mmaction - INFO - Epoch [3][260/940] lr: 3.999e-01, eta: 1 day, 21:46:25, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.0635, top5_acc: 0.1852, loss_cls: 4.9638, loss: 4.9638, grad_norm: 0.5930 2020-07-28 02:50:12,483 - mmaction - INFO - Epoch [3][280/940] lr: 3.999e-01, eta: 1 day, 21:46:23, time: 0.998, data_time: 0.004, memory: 5015, top1_acc: 0.0639, top5_acc: 0.1875, loss_cls: 4.9437, loss: 4.9437, grad_norm: 0.6137 2020-07-28 02:50:31,521 - mmaction - INFO - Epoch [3][300/940] lr: 3.999e-01, eta: 1 day, 21:45:12, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.0605, top5_acc: 0.1881, loss_cls: 4.9327, loss: 4.9327, grad_norm: 0.5996 2020-07-28 02:50:51,976 - mmaction - INFO - Epoch [3][320/940] lr: 3.999e-01, eta: 1 day, 21:45:46, time: 1.021, data_time: 0.004, memory: 5015, top1_acc: 0.0654, top5_acc: 0.2021, loss_cls: 4.9284, loss: 4.9284, grad_norm: 0.6039 2020-07-28 02:51:11,329 - mmaction - INFO - Epoch [3][340/940] lr: 3.999e-01, eta: 1 day, 21:45:00, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.0686, top5_acc: 0.2047, loss_cls: 4.9006, loss: 4.9006, grad_norm: 0.6138 2020-07-28 02:51:31,298 - mmaction - INFO - Epoch [3][360/940] lr: 3.999e-01, eta: 1 day, 21:44:56, time: 0.996, data_time: 0.004, memory: 5015, top1_acc: 0.0646, top5_acc: 0.1902, loss_cls: 4.9221, loss: 4.9221, grad_norm: 0.6188 2020-07-28 02:51:50,520 - mmaction - INFO - Epoch [3][380/940] lr: 3.999e-01, eta: 1 day, 21:44:01, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.0617, top5_acc: 0.1883, loss_cls: 4.9573, loss: 4.9573, grad_norm: 0.6576 2020-07-28 02:52:09,974 - mmaction - INFO - Epoch [3][400/940] lr: 3.999e-01, eta: 1 day, 21:43:21, time: 0.972, data_time: 0.002, memory: 5015, top1_acc: 0.0717, top5_acc: 0.2150, loss_cls: 4.8873, loss: 4.8873, grad_norm: 0.6623 2020-07-28 02:52:29,200 - mmaction - INFO - Epoch [3][420/940] lr: 3.999e-01, eta: 1 day, 21:42:26, time: 0.962, data_time: 0.002, memory: 5015, top1_acc: 0.0646, top5_acc: 0.1873, loss_cls: 4.9429, loss: 4.9429, grad_norm: 0.6311 2020-07-28 02:52:49,155 - mmaction - INFO - Epoch [3][440/940] lr: 3.999e-01, eta: 1 day, 21:42:21, time: 0.996, data_time: 0.006, memory: 5015, top1_acc: 0.0740, top5_acc: 0.2102, loss_cls: 4.8546, loss: 4.8546, grad_norm: 0.6167 2020-07-28 02:53:08,682 - mmaction - INFO - Epoch [3][460/940] lr: 3.999e-01, eta: 1 day, 21:41:50, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.0691, top5_acc: 0.1994, loss_cls: 4.8797, loss: 4.8797, grad_norm: 0.6495 2020-07-28 02:53:28,837 - mmaction - INFO - Epoch [3][480/940] lr: 3.999e-01, eta: 1 day, 21:41:59, time: 1.006, data_time: 0.004, memory: 5015, top1_acc: 0.0684, top5_acc: 0.1965, loss_cls: 4.8794, loss: 4.8794, grad_norm: 0.6042 2020-07-28 02:53:48,853 - mmaction - INFO - Epoch [3][500/940] lr: 3.999e-01, eta: 1 day, 21:42:02, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.0676, top5_acc: 0.1859, loss_cls: 4.9335, loss: 4.9335, grad_norm: 0.6080 2020-07-28 02:54:08,846 - mmaction - INFO - Epoch [3][520/940] lr: 3.999e-01, eta: 1 day, 21:42:00, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.0719, top5_acc: 0.1934, loss_cls: 4.9002, loss: 4.9002, grad_norm: 0.6325 2020-07-28 02:54:28,074 - mmaction - INFO - Epoch [3][540/940] lr: 3.999e-01, eta: 1 day, 21:41:06, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.0754, top5_acc: 0.2078, loss_cls: 4.8859, loss: 4.8859, grad_norm: 0.6440 2020-07-28 02:54:48,067 - mmaction - INFO - Epoch [3][560/940] lr: 3.999e-01, eta: 1 day, 21:41:03, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.0689, top5_acc: 0.2057, loss_cls: 4.8753, loss: 4.8753, grad_norm: 0.6182 2020-07-28 02:55:08,079 - mmaction - INFO - Epoch [3][580/940] lr: 3.999e-01, eta: 1 day, 21:41:05, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.0730, top5_acc: 0.2010, loss_cls: 4.8804, loss: 4.8804, grad_norm: 0.6411 2020-07-28 02:55:27,310 - mmaction - INFO - Epoch [3][600/940] lr: 3.999e-01, eta: 1 day, 21:40:12, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.0680, top5_acc: 0.1953, loss_cls: 4.8877, loss: 4.8877, grad_norm: 0.7060 2020-07-28 02:55:47,349 - mmaction - INFO - Epoch [3][620/940] lr: 3.999e-01, eta: 1 day, 21:40:13, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.0627, top5_acc: 0.1912, loss_cls: 4.9559, loss: 4.9559, grad_norm: 0.6626 2020-07-28 02:56:07,293 - mmaction - INFO - Epoch [3][640/940] lr: 3.999e-01, eta: 1 day, 21:40:08, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.0621, top5_acc: 0.1895, loss_cls: 4.9380, loss: 4.9380, grad_norm: 0.6288 2020-07-28 02:56:26,487 - mmaction - INFO - Epoch [3][660/940] lr: 3.999e-01, eta: 1 day, 21:39:11, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.0664, top5_acc: 0.2002, loss_cls: 4.8898, loss: 4.8898, grad_norm: 0.6001 2020-07-28 02:56:45,977 - mmaction - INFO - Epoch [3][680/940] lr: 3.999e-01, eta: 1 day, 21:38:38, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.0678, top5_acc: 0.2064, loss_cls: 4.8889, loss: 4.8889, grad_norm: 0.6092 2020-07-28 02:57:04,611 - mmaction - INFO - Epoch [3][700/940] lr: 3.999e-01, eta: 1 day, 21:37:06, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.0752, top5_acc: 0.2092, loss_cls: 4.8510, loss: 4.8510, grad_norm: 0.6453 2020-07-28 02:57:24,295 - mmaction - INFO - Epoch [3][720/940] lr: 3.999e-01, eta: 1 day, 21:36:47, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.0729, top5_acc: 0.2152, loss_cls: 4.8892, loss: 4.8892, grad_norm: 0.6590 2020-07-28 02:57:43,851 - mmaction - INFO - Epoch [3][740/940] lr: 3.999e-01, eta: 1 day, 21:36:15, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.0693, top5_acc: 0.2047, loss_cls: 4.8787, loss: 4.8787, grad_norm: 0.6421 2020-07-28 02:58:02,673 - mmaction - INFO - Epoch [3][760/940] lr: 3.999e-01, eta: 1 day, 21:35:01, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.0770, top5_acc: 0.2039, loss_cls: 4.8733, loss: 4.8733, grad_norm: 0.6440 2020-07-28 02:58:23,311 - mmaction - INFO - Epoch [3][780/940] lr: 3.999e-01, eta: 1 day, 21:35:39, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.0777, top5_acc: 0.2062, loss_cls: 4.8349, loss: 4.8349, grad_norm: 0.6489 2020-07-28 02:58:43,116 - mmaction - INFO - Epoch [3][800/940] lr: 3.999e-01, eta: 1 day, 21:35:26, time: 0.991, data_time: 0.004, memory: 5015, top1_acc: 0.0723, top5_acc: 0.2049, loss_cls: 4.8451, loss: 4.8451, grad_norm: 0.6237 2020-07-28 02:59:02,839 - mmaction - INFO - Epoch [3][820/940] lr: 3.999e-01, eta: 1 day, 21:35:05, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.0760, top5_acc: 0.2176, loss_cls: 4.8449, loss: 4.8449, grad_norm: 0.6328 2020-07-28 02:59:21,825 - mmaction - INFO - Epoch [3][840/940] lr: 3.999e-01, eta: 1 day, 21:34:03, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.0693, top5_acc: 0.2051, loss_cls: 4.8696, loss: 4.8696, grad_norm: 0.6049 2020-07-28 02:59:41,685 - mmaction - INFO - Epoch [3][860/940] lr: 3.999e-01, eta: 1 day, 21:33:51, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.0672, top5_acc: 0.2080, loss_cls: 4.8724, loss: 4.8724, grad_norm: 0.6152 2020-07-28 03:00:00,766 - mmaction - INFO - Epoch [3][880/940] lr: 3.999e-01, eta: 1 day, 21:32:55, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.0766, top5_acc: 0.2209, loss_cls: 4.8043, loss: 4.8043, grad_norm: 0.6170 2020-07-28 03:00:25,147 - mmaction - INFO - Epoch [3][900/940] lr: 3.999e-01, eta: 1 day, 21:36:53, time: 1.201, data_time: 0.005, memory: 5015, top1_acc: 0.0785, top5_acc: 0.2209, loss_cls: 4.7890, loss: 4.7890, grad_norm: 0.6364 2020-07-28 03:00:44,606 - mmaction - INFO - Epoch [3][920/940] lr: 3.999e-01, eta: 1 day, 21:36:39, time: 0.992, data_time: 0.027, memory: 5015, top1_acc: 0.0803, top5_acc: 0.2225, loss_cls: 4.7925, loss: 4.7925, grad_norm: 0.6413 2020-07-28 03:01:01,859 - mmaction - INFO - Epoch [3][940/940] lr: 3.999e-01, eta: 1 day, 21:33:51, time: 0.861, data_time: 0.005, memory: 5015, top1_acc: 0.0781, top5_acc: 0.2222, loss_cls: 4.7804, loss: 4.7804, grad_norm: 0.6291 2020-07-28 03:01:02,165 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-07-28 03:01:30,939 - mmaction - INFO - Epoch [4][20/940] lr: 3.997e-01, eta: 1 day, 21:39:34, time: 1.296, data_time: 0.359, memory: 5015, top1_acc: 0.0785, top5_acc: 0.2137, loss_cls: 4.8009, loss: 4.8009, grad_norm: 0.6450 2020-07-28 03:01:49,498 - mmaction - INFO - Epoch [4][40/940] lr: 3.997e-01, eta: 1 day, 21:38:04, time: 0.928, data_time: 0.002, memory: 5015, top1_acc: 0.0744, top5_acc: 0.2160, loss_cls: 4.8074, loss: 4.8074, grad_norm: 0.6612 2020-07-28 03:02:08,894 - mmaction - INFO - Epoch [4][60/940] lr: 3.997e-01, eta: 1 day, 21:37:22, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.0771, top5_acc: 0.2191, loss_cls: 4.7920, loss: 4.7920, grad_norm: 0.6620 2020-07-28 03:02:28,367 - mmaction - INFO - Epoch [4][80/940] lr: 3.997e-01, eta: 1 day, 21:36:48, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.0768, top5_acc: 0.2146, loss_cls: 4.7949, loss: 4.7949, grad_norm: 0.6408 2020-07-28 03:02:47,780 - mmaction - INFO - Epoch [4][100/940] lr: 3.997e-01, eta: 1 day, 21:36:08, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.0814, top5_acc: 0.2326, loss_cls: 4.7516, loss: 4.7516, grad_norm: 0.6531 2020-07-28 03:03:07,865 - mmaction - INFO - Epoch [4][120/940] lr: 3.997e-01, eta: 1 day, 21:36:09, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.0770, top5_acc: 0.2189, loss_cls: 4.8029, loss: 4.8029, grad_norm: 0.6450 2020-07-28 03:03:27,835 - mmaction - INFO - Epoch [4][140/940] lr: 3.997e-01, eta: 1 day, 21:36:02, time: 0.998, data_time: 0.002, memory: 5015, top1_acc: 0.0754, top5_acc: 0.2152, loss_cls: 4.8286, loss: 4.8286, grad_norm: 0.6170 2020-07-28 03:03:47,862 - mmaction - INFO - Epoch [4][160/940] lr: 3.997e-01, eta: 1 day, 21:35:56, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.0773, top5_acc: 0.2186, loss_cls: 4.7741, loss: 4.7741, grad_norm: 0.6370 2020-07-28 03:04:06,465 - mmaction - INFO - Epoch [4][180/940] lr: 3.997e-01, eta: 1 day, 21:34:34, time: 0.932, data_time: 0.005, memory: 5015, top1_acc: 0.0814, top5_acc: 0.2311, loss_cls: 4.7516, loss: 4.7516, grad_norm: 0.6440 2020-07-28 03:04:26,778 - mmaction - INFO - Epoch [4][200/940] lr: 3.997e-01, eta: 1 day, 21:34:44, time: 1.014, data_time: 0.004, memory: 5015, top1_acc: 0.0771, top5_acc: 0.2189, loss_cls: 4.7970, loss: 4.7970, grad_norm: 0.6415 2020-07-28 03:04:46,314 - mmaction - INFO - Epoch [4][220/940] lr: 3.997e-01, eta: 1 day, 21:34:14, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.0859, top5_acc: 0.2402, loss_cls: 4.7526, loss: 4.7526, grad_norm: 0.6510 2020-07-28 03:05:07,306 - mmaction - INFO - Epoch [4][240/940] lr: 3.997e-01, eta: 1 day, 21:35:02, time: 1.050, data_time: 0.005, memory: 5015, top1_acc: 0.0791, top5_acc: 0.2283, loss_cls: 4.7505, loss: 4.7505, grad_norm: 0.6771 2020-07-28 03:05:25,630 - mmaction - INFO - Epoch [4][260/940] lr: 3.997e-01, eta: 1 day, 21:33:25, time: 0.917, data_time: 0.002, memory: 5015, top1_acc: 0.0742, top5_acc: 0.2236, loss_cls: 4.7660, loss: 4.7660, grad_norm: 0.6356 2020-07-28 03:05:44,216 - mmaction - INFO - Epoch [4][280/940] lr: 3.997e-01, eta: 1 day, 21:32:01, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.0834, top5_acc: 0.2346, loss_cls: 4.7342, loss: 4.7342, grad_norm: 0.6474 2020-07-28 03:06:03,988 - mmaction - INFO - Epoch [4][300/940] lr: 3.997e-01, eta: 1 day, 21:31:45, time: 0.990, data_time: 0.006, memory: 5015, top1_acc: 0.0813, top5_acc: 0.2311, loss_cls: 4.7718, loss: 4.7718, grad_norm: 0.6509 2020-07-28 03:06:22,892 - mmaction - INFO - Epoch [4][320/940] lr: 3.997e-01, eta: 1 day, 21:30:40, time: 0.944, data_time: 0.006, memory: 5015, top1_acc: 0.0811, top5_acc: 0.2299, loss_cls: 4.7461, loss: 4.7461, grad_norm: 0.6554 2020-07-28 03:06:41,569 - mmaction - INFO - Epoch [4][340/940] lr: 3.997e-01, eta: 1 day, 21:29:26, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.0805, top5_acc: 0.2338, loss_cls: 4.7470, loss: 4.7470, grad_norm: 0.6556 2020-07-28 03:07:01,739 - mmaction - INFO - Epoch [4][360/940] lr: 3.997e-01, eta: 1 day, 21:29:27, time: 1.006, data_time: 0.006, memory: 5015, top1_acc: 0.0816, top5_acc: 0.2428, loss_cls: 4.7012, loss: 4.7012, grad_norm: 0.6520 2020-07-28 03:07:21,961 - mmaction - INFO - Epoch [4][380/940] lr: 3.997e-01, eta: 1 day, 21:29:36, time: 1.014, data_time: 0.006, memory: 5015, top1_acc: 0.0832, top5_acc: 0.2367, loss_cls: 4.7284, loss: 4.7284, grad_norm: 0.6610 2020-07-28 03:07:41,141 - mmaction - INFO - Epoch [4][400/940] lr: 3.997e-01, eta: 1 day, 21:28:45, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.0775, top5_acc: 0.2313, loss_cls: 4.7496, loss: 4.7496, grad_norm: 0.6828 2020-07-28 03:07:59,803 - mmaction - INFO - Epoch [4][420/940] lr: 3.997e-01, eta: 1 day, 21:27:33, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.0797, top5_acc: 0.2268, loss_cls: 4.7489, loss: 4.7489, grad_norm: 0.6523 2020-07-28 03:08:18,932 - mmaction - INFO - Epoch [4][440/940] lr: 3.997e-01, eta: 1 day, 21:26:42, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.0861, top5_acc: 0.2357, loss_cls: 4.7557, loss: 4.7557, grad_norm: 0.6462 2020-07-28 03:08:37,811 - mmaction - INFO - Epoch [4][460/940] lr: 3.997e-01, eta: 1 day, 21:25:41, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.0777, top5_acc: 0.2305, loss_cls: 4.7416, loss: 4.7416, grad_norm: 0.6596 2020-07-28 03:08:57,492 - mmaction - INFO - Epoch [4][480/940] lr: 3.997e-01, eta: 1 day, 21:25:17, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.0770, top5_acc: 0.2289, loss_cls: 4.7624, loss: 4.7624, grad_norm: 0.6638 2020-07-28 03:09:16,346 - mmaction - INFO - Epoch [4][500/940] lr: 3.997e-01, eta: 1 day, 21:24:17, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.0867, top5_acc: 0.2287, loss_cls: 4.7732, loss: 4.7732, grad_norm: 0.6687 2020-07-28 03:09:35,687 - mmaction - INFO - Epoch [4][520/940] lr: 3.997e-01, eta: 1 day, 21:23:38, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.0807, top5_acc: 0.2393, loss_cls: 4.7450, loss: 4.7450, grad_norm: 0.6335 2020-07-28 03:09:54,653 - mmaction - INFO - Epoch [4][540/940] lr: 3.997e-01, eta: 1 day, 21:22:43, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.0873, top5_acc: 0.2359, loss_cls: 4.7147, loss: 4.7147, grad_norm: 0.6511 2020-07-28 03:10:15,111 - mmaction - INFO - Epoch [4][560/940] lr: 3.997e-01, eta: 1 day, 21:22:59, time: 1.021, data_time: 0.004, memory: 5015, top1_acc: 0.0873, top5_acc: 0.2293, loss_cls: 4.7481, loss: 4.7481, grad_norm: 0.6582 2020-07-28 03:10:35,286 - mmaction - INFO - Epoch [4][580/940] lr: 3.997e-01, eta: 1 day, 21:23:03, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.0920, top5_acc: 0.2451, loss_cls: 4.6995, loss: 4.6995, grad_norm: 0.6530 2020-07-28 03:10:54,896 - mmaction - INFO - Epoch [4][600/940] lr: 3.997e-01, eta: 1 day, 21:22:37, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.0797, top5_acc: 0.2365, loss_cls: 4.7102, loss: 4.7102, grad_norm: 0.6607 2020-07-28 03:11:14,523 - mmaction - INFO - Epoch [4][620/940] lr: 3.997e-01, eta: 1 day, 21:22:15, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.0871, top5_acc: 0.2479, loss_cls: 4.6882, loss: 4.6882, grad_norm: 0.6700 2020-07-28 03:11:33,307 - mmaction - INFO - Epoch [4][640/940] lr: 3.997e-01, eta: 1 day, 21:21:11, time: 0.939, data_time: 0.002, memory: 5015, top1_acc: 0.0793, top5_acc: 0.2264, loss_cls: 4.7668, loss: 4.7668, grad_norm: 0.6656 2020-07-28 03:11:52,905 - mmaction - INFO - Epoch [4][660/940] lr: 3.997e-01, eta: 1 day, 21:20:45, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.0934, top5_acc: 0.2521, loss_cls: 4.7062, loss: 4.7062, grad_norm: 0.6436 2020-07-28 03:12:12,014 - mmaction - INFO - Epoch [4][680/940] lr: 3.997e-01, eta: 1 day, 21:19:59, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.0863, top5_acc: 0.2463, loss_cls: 4.6899, loss: 4.6899, grad_norm: 0.6649 2020-07-28 03:12:31,026 - mmaction - INFO - Epoch [4][700/940] lr: 3.997e-01, eta: 1 day, 21:19:07, time: 0.950, data_time: 0.002, memory: 5015, top1_acc: 0.0873, top5_acc: 0.2379, loss_cls: 4.6927, loss: 4.6927, grad_norm: 0.6615 2020-07-28 03:12:50,184 - mmaction - INFO - Epoch [4][720/940] lr: 3.997e-01, eta: 1 day, 21:18:20, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.0879, top5_acc: 0.2408, loss_cls: 4.6844, loss: 4.6844, grad_norm: 0.6817 2020-07-28 03:13:09,246 - mmaction - INFO - Epoch [4][740/940] lr: 3.997e-01, eta: 1 day, 21:17:33, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.0906, top5_acc: 0.2426, loss_cls: 4.6589, loss: 4.6589, grad_norm: 0.6636 2020-07-28 03:13:29,088 - mmaction - INFO - Epoch [4][760/940] lr: 3.997e-01, eta: 1 day, 21:17:20, time: 0.992, data_time: 0.002, memory: 5015, top1_acc: 0.0883, top5_acc: 0.2414, loss_cls: 4.6864, loss: 4.6864, grad_norm: 0.6686 2020-07-28 03:13:48,081 - mmaction - INFO - Epoch [4][780/940] lr: 3.997e-01, eta: 1 day, 21:16:26, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.0816, top5_acc: 0.2461, loss_cls: 4.6856, loss: 4.6856, grad_norm: 0.6866 2020-07-28 03:14:06,740 - mmaction - INFO - Epoch [4][800/940] lr: 3.997e-01, eta: 1 day, 21:15:22, time: 0.936, data_time: 0.006, memory: 5015, top1_acc: 0.0828, top5_acc: 0.2398, loss_cls: 4.6966, loss: 4.6966, grad_norm: 0.6830 2020-07-28 03:14:25,971 - mmaction - INFO - Epoch [4][820/940] lr: 3.997e-01, eta: 1 day, 21:14:41, time: 0.960, data_time: 0.004, memory: 5015, top1_acc: 0.0855, top5_acc: 0.2445, loss_cls: 4.6706, loss: 4.6706, grad_norm: 0.6776 2020-07-28 03:14:45,490 - mmaction - INFO - Epoch [4][840/940] lr: 3.997e-01, eta: 1 day, 21:14:15, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.0885, top5_acc: 0.2437, loss_cls: 4.6912, loss: 4.6912, grad_norm: 0.6766 2020-07-28 03:15:05,758 - mmaction - INFO - Epoch [4][860/940] lr: 3.997e-01, eta: 1 day, 21:14:22, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.0883, top5_acc: 0.2412, loss_cls: 4.6823, loss: 4.6823, grad_norm: 0.6706 2020-07-28 03:15:25,407 - mmaction - INFO - Epoch [4][880/940] lr: 3.997e-01, eta: 1 day, 21:14:01, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.0963, top5_acc: 0.2529, loss_cls: 4.6440, loss: 4.6440, grad_norm: 0.6849 2020-07-28 03:15:45,132 - mmaction - INFO - Epoch [4][900/940] lr: 3.997e-01, eta: 1 day, 21:13:42, time: 0.984, data_time: 0.004, memory: 5015, top1_acc: 0.0918, top5_acc: 0.2533, loss_cls: 4.6673, loss: 4.6673, grad_norm: 0.6958 2020-07-28 03:16:05,390 - mmaction - INFO - Epoch [4][920/940] lr: 3.997e-01, eta: 1 day, 21:13:49, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.0896, top5_acc: 0.2387, loss_cls: 4.6867, loss: 4.6867, grad_norm: 0.6703 2020-07-28 03:16:23,187 - mmaction - INFO - Epoch [4][940/940] lr: 3.997e-01, eta: 1 day, 21:12:05, time: 0.888, data_time: 0.005, memory: 5015, top1_acc: 0.0881, top5_acc: 0.2555, loss_cls: 4.6784, loss: 4.6784, grad_norm: 0.6815 2020-07-28 03:16:23,480 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-28 03:16:50,124 - mmaction - INFO - Epoch [5][20/940] lr: 3.995e-01, eta: 1 day, 21:14:59, time: 1.205, data_time: 0.272, memory: 5015, top1_acc: 0.0965, top5_acc: 0.2445, loss_cls: 4.6653, loss: 4.6653, grad_norm: 0.6818 2020-07-28 03:17:09,360 - mmaction - INFO - Epoch [5][40/940] lr: 3.995e-01, eta: 1 day, 21:14:18, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.0971, top5_acc: 0.2562, loss_cls: 4.6190, loss: 4.6190, grad_norm: 0.6740 2020-07-28 03:17:27,986 - mmaction - INFO - Epoch [5][60/940] lr: 3.995e-01, eta: 1 day, 21:13:14, time: 0.933, data_time: 0.005, memory: 5015, top1_acc: 0.0869, top5_acc: 0.2537, loss_cls: 4.6314, loss: 4.6314, grad_norm: 0.6773 2020-07-28 03:17:46,312 - mmaction - INFO - Epoch [5][80/940] lr: 3.995e-01, eta: 1 day, 21:11:53, time: 0.914, data_time: 0.005, memory: 5015, top1_acc: 0.0879, top5_acc: 0.2436, loss_cls: 4.6707, loss: 4.6707, grad_norm: 0.6784 2020-07-28 03:18:06,271 - mmaction - INFO - Epoch [5][100/940] lr: 3.995e-01, eta: 1 day, 21:11:48, time: 1.000, data_time: 0.006, memory: 5015, top1_acc: 0.0920, top5_acc: 0.2607, loss_cls: 4.6079, loss: 4.6079, grad_norm: 0.7056 2020-07-28 03:18:25,923 - mmaction - INFO - Epoch [5][120/940] lr: 3.995e-01, eta: 1 day, 21:11:25, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.0947, top5_acc: 0.2455, loss_cls: 4.6303, loss: 4.6303, grad_norm: 0.6864 2020-07-28 03:18:45,200 - mmaction - INFO - Epoch [5][140/940] lr: 3.995e-01, eta: 1 day, 21:10:50, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.0891, top5_acc: 0.2451, loss_cls: 4.6773, loss: 4.6773, grad_norm: 0.6841 2020-07-28 03:19:04,367 - mmaction - INFO - Epoch [5][160/940] lr: 3.995e-01, eta: 1 day, 21:10:06, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1029, top5_acc: 0.2605, loss_cls: 4.6315, loss: 4.6315, grad_norm: 0.7058 2020-07-28 03:19:23,703 - mmaction - INFO - Epoch [5][180/940] lr: 3.995e-01, eta: 1 day, 21:09:34, time: 0.969, data_time: 0.006, memory: 5015, top1_acc: 0.0971, top5_acc: 0.2602, loss_cls: 4.6022, loss: 4.6022, grad_norm: 0.7029 2020-07-28 03:19:42,490 - mmaction - INFO - Epoch [5][200/940] lr: 3.995e-01, eta: 1 day, 21:08:37, time: 0.938, data_time: 0.004, memory: 5015, top1_acc: 0.0975, top5_acc: 0.2594, loss_cls: 4.6169, loss: 4.6169, grad_norm: 0.6976 2020-07-28 03:20:01,649 - mmaction - INFO - Epoch [5][220/940] lr: 3.995e-01, eta: 1 day, 21:07:56, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.0998, top5_acc: 0.2537, loss_cls: 4.6243, loss: 4.6243, grad_norm: 0.6899 2020-07-28 03:20:22,447 - mmaction - INFO - Epoch [5][240/940] lr: 3.995e-01, eta: 1 day, 21:08:24, time: 1.041, data_time: 0.004, memory: 5015, top1_acc: 0.0994, top5_acc: 0.2633, loss_cls: 4.6334, loss: 4.6334, grad_norm: 0.6805 2020-07-28 03:20:41,363 - mmaction - INFO - Epoch [5][260/940] lr: 3.995e-01, eta: 1 day, 21:07:32, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.0922, top5_acc: 0.2529, loss_cls: 4.6307, loss: 4.6307, grad_norm: 0.6905 2020-07-28 03:21:00,820 - mmaction - INFO - Epoch [5][280/940] lr: 3.995e-01, eta: 1 day, 21:07:05, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.0945, top5_acc: 0.2576, loss_cls: 4.6362, loss: 4.6362, grad_norm: 0.6978 2020-07-28 03:21:19,506 - mmaction - INFO - Epoch [5][300/940] lr: 3.995e-01, eta: 1 day, 21:06:05, time: 0.934, data_time: 0.003, memory: 5015, top1_acc: 0.0992, top5_acc: 0.2711, loss_cls: 4.6113, loss: 4.6113, grad_norm: 0.6699 2020-07-28 03:21:38,915 - mmaction - INFO - Epoch [5][320/940] lr: 3.995e-01, eta: 1 day, 21:05:34, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.0924, top5_acc: 0.2629, loss_cls: 4.6049, loss: 4.6049, grad_norm: 0.6921 2020-07-28 03:21:58,381 - mmaction - INFO - Epoch [5][340/940] lr: 3.995e-01, eta: 1 day, 21:05:08, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.0926, top5_acc: 0.2586, loss_cls: 4.5999, loss: 4.5999, grad_norm: 0.7072 2020-07-28 03:22:17,692 - mmaction - INFO - Epoch [5][360/940] lr: 3.995e-01, eta: 1 day, 21:04:34, time: 0.965, data_time: 0.002, memory: 5015, top1_acc: 0.0906, top5_acc: 0.2539, loss_cls: 4.6563, loss: 4.6563, grad_norm: 0.6969 2020-07-28 03:22:36,764 - mmaction - INFO - Epoch [5][380/940] lr: 3.995e-01, eta: 1 day, 21:03:49, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.0980, top5_acc: 0.2633, loss_cls: 4.6130, loss: 4.6130, grad_norm: 0.6807 2020-07-28 03:22:56,497 - mmaction - INFO - Epoch [5][400/940] lr: 3.995e-01, eta: 1 day, 21:03:34, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.0971, top5_acc: 0.2699, loss_cls: 4.5846, loss: 4.5846, grad_norm: 0.6966 2020-07-28 03:23:15,882 - mmaction - INFO - Epoch [5][420/940] lr: 3.995e-01, eta: 1 day, 21:03:02, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.0994, top5_acc: 0.2631, loss_cls: 4.6153, loss: 4.6153, grad_norm: 0.7007 2020-07-28 03:23:34,665 - mmaction - INFO - Epoch [5][440/940] lr: 3.995e-01, eta: 1 day, 21:02:10, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.0975, top5_acc: 0.2660, loss_cls: 4.5858, loss: 4.5858, grad_norm: 0.6902 2020-07-28 03:23:53,839 - mmaction - INFO - Epoch [5][460/940] lr: 3.995e-01, eta: 1 day, 21:01:31, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.0945, top5_acc: 0.2576, loss_cls: 4.5987, loss: 4.5987, grad_norm: 0.7006 2020-07-28 03:24:13,136 - mmaction - INFO - Epoch [5][480/940] lr: 3.995e-01, eta: 1 day, 21:00:57, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.0936, top5_acc: 0.2557, loss_cls: 4.6358, loss: 4.6358, grad_norm: 0.7157 2020-07-28 03:24:32,827 - mmaction - INFO - Epoch [5][500/940] lr: 3.995e-01, eta: 1 day, 21:00:40, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.0963, top5_acc: 0.2635, loss_cls: 4.6179, loss: 4.6179, grad_norm: 0.7048 2020-07-28 03:24:51,432 - mmaction - INFO - Epoch [5][520/940] lr: 3.995e-01, eta: 1 day, 20:59:39, time: 0.929, data_time: 0.004, memory: 5015, top1_acc: 0.0912, top5_acc: 0.2531, loss_cls: 4.6273, loss: 4.6273, grad_norm: 0.6691 2020-07-28 03:25:10,489 - mmaction - INFO - Epoch [5][540/940] lr: 3.995e-01, eta: 1 day, 20:58:58, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.0979, top5_acc: 0.2582, loss_cls: 4.6107, loss: 4.6107, grad_norm: 0.7130 2020-07-28 03:25:30,599 - mmaction - INFO - Epoch [5][560/940] lr: 3.995e-01, eta: 1 day, 20:58:56, time: 1.005, data_time: 0.002, memory: 5015, top1_acc: 0.1082, top5_acc: 0.2713, loss_cls: 4.5476, loss: 4.5476, grad_norm: 0.6933 2020-07-28 03:25:50,056 - mmaction - INFO - Epoch [5][580/940] lr: 3.995e-01, eta: 1 day, 20:58:28, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.0996, top5_acc: 0.2582, loss_cls: 4.5908, loss: 4.5908, grad_norm: 0.7146 2020-07-28 03:26:10,491 - mmaction - INFO - Epoch [5][600/940] lr: 3.995e-01, eta: 1 day, 20:58:40, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.0965, top5_acc: 0.2693, loss_cls: 4.6132, loss: 4.6132, grad_norm: 0.7016 2020-07-28 03:26:29,155 - mmaction - INFO - Epoch [5][620/940] lr: 3.995e-01, eta: 1 day, 20:57:43, time: 0.933, data_time: 0.005, memory: 5015, top1_acc: 0.1047, top5_acc: 0.2670, loss_cls: 4.5901, loss: 4.5901, grad_norm: 0.7120 2020-07-28 03:26:48,017 - mmaction - INFO - Epoch [5][640/940] lr: 3.995e-01, eta: 1 day, 20:56:54, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.0949, top5_acc: 0.2535, loss_cls: 4.5843, loss: 4.5843, grad_norm: 0.6971 2020-07-28 03:27:06,813 - mmaction - INFO - Epoch [5][660/940] lr: 3.995e-01, eta: 1 day, 20:56:02, time: 0.938, data_time: 0.004, memory: 5015, top1_acc: 0.1035, top5_acc: 0.2859, loss_cls: 4.5226, loss: 4.5226, grad_norm: 0.7190 2020-07-28 03:27:26,805 - mmaction - INFO - Epoch [5][680/940] lr: 3.995e-01, eta: 1 day, 20:55:57, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.0955, top5_acc: 0.2693, loss_cls: 4.5868, loss: 4.5868, grad_norm: 0.7249 2020-07-28 03:27:45,961 - mmaction - INFO - Epoch [5][700/940] lr: 3.995e-01, eta: 1 day, 20:55:18, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.1004, top5_acc: 0.2699, loss_cls: 4.5683, loss: 4.5683, grad_norm: 0.7019 2020-07-28 03:28:06,011 - mmaction - INFO - Epoch [5][720/940] lr: 3.995e-01, eta: 1 day, 20:55:15, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.0973, top5_acc: 0.2658, loss_cls: 4.5903, loss: 4.5903, grad_norm: 0.7079 2020-07-28 03:28:26,978 - mmaction - INFO - Epoch [5][740/940] lr: 3.995e-01, eta: 1 day, 20:55:43, time: 1.046, data_time: 0.004, memory: 5015, top1_acc: 0.1029, top5_acc: 0.2727, loss_cls: 4.5644, loss: 4.5644, grad_norm: 0.6982 2020-07-28 03:28:46,424 - mmaction - INFO - Epoch [5][760/940] lr: 3.995e-01, eta: 1 day, 20:55:18, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1025, top5_acc: 0.2613, loss_cls: 4.5788, loss: 4.5788, grad_norm: 0.7021 2020-07-28 03:29:05,767 - mmaction - INFO - Epoch [5][780/940] lr: 3.995e-01, eta: 1 day, 20:54:46, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.1033, top5_acc: 0.2758, loss_cls: 4.5500, loss: 4.5500, grad_norm: 0.7198 2020-07-28 03:29:25,127 - mmaction - INFO - Epoch [5][800/940] lr: 3.995e-01, eta: 1 day, 20:54:17, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1008, top5_acc: 0.2676, loss_cls: 4.5901, loss: 4.5901, grad_norm: 0.7155 2020-07-28 03:29:44,436 - mmaction - INFO - Epoch [5][820/940] lr: 3.995e-01, eta: 1 day, 20:53:45, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1012, top5_acc: 0.2697, loss_cls: 4.5551, loss: 4.5551, grad_norm: 0.7144 2020-07-28 03:30:04,517 - mmaction - INFO - Epoch [5][840/940] lr: 3.995e-01, eta: 1 day, 20:53:42, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.1008, top5_acc: 0.2666, loss_cls: 4.5963, loss: 4.5963, grad_norm: 0.7226 2020-07-28 03:30:23,110 - mmaction - INFO - Epoch [5][860/940] lr: 3.995e-01, eta: 1 day, 20:52:45, time: 0.930, data_time: 0.002, memory: 5015, top1_acc: 0.0973, top5_acc: 0.2592, loss_cls: 4.6080, loss: 4.6080, grad_norm: 0.7114 2020-07-28 03:30:44,058 - mmaction - INFO - Epoch [5][880/940] lr: 3.995e-01, eta: 1 day, 20:53:12, time: 1.046, data_time: 0.005, memory: 5015, top1_acc: 0.1018, top5_acc: 0.2697, loss_cls: 4.5576, loss: 4.5576, grad_norm: 0.6893 2020-07-28 03:31:02,895 - mmaction - INFO - Epoch [5][900/940] lr: 3.995e-01, eta: 1 day, 20:52:24, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.0953, top5_acc: 0.2674, loss_cls: 4.5711, loss: 4.5711, grad_norm: 0.7095 2020-07-28 03:31:23,146 - mmaction - INFO - Epoch [5][920/940] lr: 3.995e-01, eta: 1 day, 20:52:25, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.0990, top5_acc: 0.2762, loss_cls: 4.5452, loss: 4.5452, grad_norm: 0.7015 2020-07-28 03:31:41,023 - mmaction - INFO - Epoch [5][940/940] lr: 3.995e-01, eta: 1 day, 20:51:05, time: 0.895, data_time: 0.005, memory: 5015, top1_acc: 0.1004, top5_acc: 0.2739, loss_cls: 4.5462, loss: 4.5462, grad_norm: 0.7238 2020-07-28 03:31:41,306 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-28 03:32:07,481 - mmaction - INFO - Epoch [6][20/940] lr: 3.992e-01, eta: 1 day, 20:53:23, time: 1.208, data_time: 0.301, memory: 5015, top1_acc: 0.1094, top5_acc: 0.2725, loss_cls: 4.5656, loss: 4.5656, grad_norm: 0.7224 2020-07-28 03:32:26,752 - mmaction - INFO - Epoch [6][40/940] lr: 3.992e-01, eta: 1 day, 20:52:50, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1057, top5_acc: 0.2736, loss_cls: 4.5694, loss: 4.5694, grad_norm: 0.7188 2020-07-28 03:32:45,477 - mmaction - INFO - Epoch [6][60/940] lr: 3.992e-01, eta: 1 day, 20:51:59, time: 0.936, data_time: 0.002, memory: 5015, top1_acc: 0.0990, top5_acc: 0.2787, loss_cls: 4.5422, loss: 4.5422, grad_norm: 0.7133 2020-07-28 03:33:07,018 - mmaction - INFO - Epoch [6][80/940] lr: 3.992e-01, eta: 1 day, 20:52:43, time: 1.075, data_time: 0.005, memory: 5015, top1_acc: 0.1025, top5_acc: 0.2721, loss_cls: 4.5348, loss: 4.5348, grad_norm: 0.7234 2020-07-28 03:33:25,937 - mmaction - INFO - Epoch [6][100/940] lr: 3.992e-01, eta: 1 day, 20:51:59, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1121, top5_acc: 0.2793, loss_cls: 4.5186, loss: 4.5186, grad_norm: 0.7245 2020-07-28 03:33:44,966 - mmaction - INFO - Epoch [6][120/940] lr: 3.992e-01, eta: 1 day, 20:51:17, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1014, top5_acc: 0.2652, loss_cls: 4.5578, loss: 4.5578, grad_norm: 0.7085 2020-07-28 03:34:03,981 - mmaction - INFO - Epoch [6][140/940] lr: 3.992e-01, eta: 1 day, 20:50:37, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1016, top5_acc: 0.2738, loss_cls: 4.5332, loss: 4.5332, grad_norm: 0.7286 2020-07-28 03:34:23,281 - mmaction - INFO - Epoch [6][160/940] lr: 3.992e-01, eta: 1 day, 20:50:05, time: 0.964, data_time: 0.004, memory: 5015, top1_acc: 0.1033, top5_acc: 0.2750, loss_cls: 4.5480, loss: 4.5480, grad_norm: 0.7221 2020-07-28 03:34:42,347 - mmaction - INFO - Epoch [6][180/940] lr: 3.992e-01, eta: 1 day, 20:49:27, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1023, top5_acc: 0.2820, loss_cls: 4.5187, loss: 4.5187, grad_norm: 0.7267 2020-07-28 03:35:02,923 - mmaction - INFO - Epoch [6][200/940] lr: 3.992e-01, eta: 1 day, 20:49:38, time: 1.028, data_time: 0.005, memory: 5015, top1_acc: 0.1072, top5_acc: 0.2771, loss_cls: 4.5088, loss: 4.5088, grad_norm: 0.7410 2020-07-28 03:35:21,659 - mmaction - INFO - Epoch [6][220/940] lr: 3.992e-01, eta: 1 day, 20:48:49, time: 0.937, data_time: 0.002, memory: 5015, top1_acc: 0.1135, top5_acc: 0.2736, loss_cls: 4.5355, loss: 4.5355, grad_norm: 0.7185 2020-07-28 03:35:41,320 - mmaction - INFO - Epoch [6][240/940] lr: 3.992e-01, eta: 1 day, 20:48:30, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.1074, top5_acc: 0.2812, loss_cls: 4.5230, loss: 4.5230, grad_norm: 0.7216 2020-07-28 03:36:00,146 - mmaction - INFO - Epoch [6][260/940] lr: 3.992e-01, eta: 1 day, 20:47:42, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1092, top5_acc: 0.2803, loss_cls: 4.5074, loss: 4.5074, grad_norm: 0.7247 2020-07-28 03:36:18,882 - mmaction - INFO - Epoch [6][280/940] lr: 3.992e-01, eta: 1 day, 20:46:54, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.1025, top5_acc: 0.2822, loss_cls: 4.5225, loss: 4.5225, grad_norm: 0.7276 2020-07-28 03:36:38,274 - mmaction - INFO - Epoch [6][300/940] lr: 3.992e-01, eta: 1 day, 20:46:25, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.1070, top5_acc: 0.2859, loss_cls: 4.5002, loss: 4.5002, grad_norm: 0.7242 2020-07-28 03:36:57,083 - mmaction - INFO - Epoch [6][320/940] lr: 3.992e-01, eta: 1 day, 20:45:40, time: 0.942, data_time: 0.006, memory: 5015, top1_acc: 0.1180, top5_acc: 0.2861, loss_cls: 4.5023, loss: 4.5023, grad_norm: 0.7145 2020-07-28 03:37:16,435 - mmaction - INFO - Epoch [6][340/940] lr: 3.992e-01, eta: 1 day, 20:45:10, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1072, top5_acc: 0.2836, loss_cls: 4.5172, loss: 4.5172, grad_norm: 0.7332 2020-07-28 03:37:35,332 - mmaction - INFO - Epoch [6][360/940] lr: 3.992e-01, eta: 1 day, 20:44:28, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1070, top5_acc: 0.2721, loss_cls: 4.5428, loss: 4.5428, grad_norm: 0.7082 2020-07-28 03:37:54,954 - mmaction - INFO - Epoch [6][380/940] lr: 3.992e-01, eta: 1 day, 20:44:07, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1076, top5_acc: 0.2785, loss_cls: 4.5169, loss: 4.5169, grad_norm: 0.7262 2020-07-28 03:38:15,059 - mmaction - INFO - Epoch [6][400/940] lr: 3.992e-01, eta: 1 day, 20:44:04, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1027, top5_acc: 0.2764, loss_cls: 4.5219, loss: 4.5219, grad_norm: 0.7195 2020-07-28 03:38:34,590 - mmaction - INFO - Epoch [6][420/940] lr: 3.992e-01, eta: 1 day, 20:43:40, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.1080, top5_acc: 0.2951, loss_cls: 4.4792, loss: 4.4792, grad_norm: 0.7471 2020-07-28 03:38:53,877 - mmaction - INFO - Epoch [6][440/940] lr: 3.992e-01, eta: 1 day, 20:43:11, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1119, top5_acc: 0.2902, loss_cls: 4.5112, loss: 4.5112, grad_norm: 0.7404 2020-07-28 03:39:14,253 - mmaction - INFO - Epoch [6][460/940] lr: 3.992e-01, eta: 1 day, 20:43:13, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1092, top5_acc: 0.2811, loss_cls: 4.5101, loss: 4.5101, grad_norm: 0.7340 2020-07-28 03:39:32,682 - mmaction - INFO - Epoch [6][480/940] lr: 3.992e-01, eta: 1 day, 20:42:17, time: 0.924, data_time: 0.006, memory: 5015, top1_acc: 0.1090, top5_acc: 0.2828, loss_cls: 4.5054, loss: 4.5054, grad_norm: 0.7426 2020-07-28 03:39:51,864 - mmaction - INFO - Epoch [6][500/940] lr: 3.992e-01, eta: 1 day, 20:41:43, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.0996, top5_acc: 0.2803, loss_cls: 4.5046, loss: 4.5046, grad_norm: 0.7424 2020-07-28 03:40:11,443 - mmaction - INFO - Epoch [6][520/940] lr: 3.992e-01, eta: 1 day, 20:41:23, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1098, top5_acc: 0.2814, loss_cls: 4.5157, loss: 4.5157, grad_norm: 0.7187 2020-07-28 03:40:31,250 - mmaction - INFO - Epoch [6][540/940] lr: 3.992e-01, eta: 1 day, 20:41:09, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.1137, top5_acc: 0.2906, loss_cls: 4.4741, loss: 4.4741, grad_norm: 0.7366 2020-07-28 03:40:50,707 - mmaction - INFO - Epoch [6][560/940] lr: 3.992e-01, eta: 1 day, 20:40:43, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1125, top5_acc: 0.2791, loss_cls: 4.4985, loss: 4.4985, grad_norm: 0.7488 2020-07-28 03:41:09,718 - mmaction - INFO - Epoch [6][580/940] lr: 3.992e-01, eta: 1 day, 20:40:05, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1158, top5_acc: 0.2832, loss_cls: 4.5013, loss: 4.5013, grad_norm: 0.7405 2020-07-28 03:41:29,062 - mmaction - INFO - Epoch [6][600/940] lr: 3.992e-01, eta: 1 day, 20:39:37, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1020, top5_acc: 0.2873, loss_cls: 4.5152, loss: 4.5152, grad_norm: 0.7476 2020-07-28 03:41:48,346 - mmaction - INFO - Epoch [6][620/940] lr: 3.992e-01, eta: 1 day, 20:39:07, time: 0.965, data_time: 0.002, memory: 5015, top1_acc: 0.1078, top5_acc: 0.2818, loss_cls: 4.5316, loss: 4.5316, grad_norm: 0.7316 2020-07-28 03:42:07,617 - mmaction - INFO - Epoch [6][640/940] lr: 3.992e-01, eta: 1 day, 20:38:37, time: 0.963, data_time: 0.001, memory: 5015, top1_acc: 0.1072, top5_acc: 0.2770, loss_cls: 4.5242, loss: 4.5242, grad_norm: 0.7172 2020-07-28 03:42:26,852 - mmaction - INFO - Epoch [6][660/940] lr: 3.992e-01, eta: 1 day, 20:38:05, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1031, top5_acc: 0.2795, loss_cls: 4.5289, loss: 4.5289, grad_norm: 0.7349 2020-07-28 03:42:46,506 - mmaction - INFO - Epoch [6][680/940] lr: 3.992e-01, eta: 1 day, 20:37:47, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1109, top5_acc: 0.2902, loss_cls: 4.4773, loss: 4.4773, grad_norm: 0.7351 2020-07-28 03:43:05,722 - mmaction - INFO - Epoch [6][700/940] lr: 3.992e-01, eta: 1 day, 20:37:15, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.1127, top5_acc: 0.2889, loss_cls: 4.4725, loss: 4.4725, grad_norm: 0.7297 2020-07-28 03:43:26,135 - mmaction - INFO - Epoch [6][720/940] lr: 3.992e-01, eta: 1 day, 20:37:20, time: 1.021, data_time: 0.002, memory: 5015, top1_acc: 0.1152, top5_acc: 0.2979, loss_cls: 4.4549, loss: 4.4549, grad_norm: 0.7430 2020-07-28 03:43:45,818 - mmaction - INFO - Epoch [6][740/940] lr: 3.992e-01, eta: 1 day, 20:37:01, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1049, top5_acc: 0.2826, loss_cls: 4.5136, loss: 4.5136, grad_norm: 0.7438 2020-07-28 03:44:04,373 - mmaction - INFO - Epoch [6][760/940] lr: 3.992e-01, eta: 1 day, 20:36:11, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.1100, top5_acc: 0.2750, loss_cls: 4.4943, loss: 4.4943, grad_norm: 0.7342 2020-07-28 03:44:23,851 - mmaction - INFO - Epoch [6][780/940] lr: 3.992e-01, eta: 1 day, 20:35:46, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1178, top5_acc: 0.2986, loss_cls: 4.4625, loss: 4.4625, grad_norm: 0.7397 2020-07-28 03:44:42,950 - mmaction - INFO - Epoch [6][800/940] lr: 3.992e-01, eta: 1 day, 20:35:12, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1098, top5_acc: 0.2791, loss_cls: 4.5133, loss: 4.5133, grad_norm: 0.7264 2020-07-28 03:45:02,914 - mmaction - INFO - Epoch [6][820/940] lr: 3.992e-01, eta: 1 day, 20:35:03, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1123, top5_acc: 0.2826, loss_cls: 4.4666, loss: 4.4666, grad_norm: 0.7525 2020-07-28 03:45:21,773 - mmaction - INFO - Epoch [6][840/940] lr: 3.992e-01, eta: 1 day, 20:34:21, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.1111, top5_acc: 0.2965, loss_cls: 4.4862, loss: 4.4862, grad_norm: 0.7373 2020-07-28 03:45:40,888 - mmaction - INFO - Epoch [6][860/940] lr: 3.992e-01, eta: 1 day, 20:33:47, time: 0.956, data_time: 0.004, memory: 5015, top1_acc: 0.1098, top5_acc: 0.2852, loss_cls: 4.5148, loss: 4.5148, grad_norm: 0.7395 2020-07-28 03:46:00,377 - mmaction - INFO - Epoch [6][880/940] lr: 3.992e-01, eta: 1 day, 20:33:24, time: 0.974, data_time: 0.002, memory: 5015, top1_acc: 0.1109, top5_acc: 0.2998, loss_cls: 4.4538, loss: 4.4538, grad_norm: 0.7517 2020-07-28 03:46:21,430 - mmaction - INFO - Epoch [6][900/940] lr: 3.992e-01, eta: 1 day, 20:33:46, time: 1.051, data_time: 0.005, memory: 5015, top1_acc: 0.1100, top5_acc: 0.2969, loss_cls: 4.4762, loss: 4.4762, grad_norm: 0.7394 2020-07-28 03:46:40,260 - mmaction - INFO - Epoch [6][920/940] lr: 3.992e-01, eta: 1 day, 20:33:04, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.1086, top5_acc: 0.2934, loss_cls: 4.4640, loss: 4.4640, grad_norm: 0.7465 2020-07-28 03:46:57,941 - mmaction - INFO - Epoch [6][940/940] lr: 3.992e-01, eta: 1 day, 20:31:48, time: 0.882, data_time: 0.005, memory: 5015, top1_acc: 0.1006, top5_acc: 0.2772, loss_cls: 4.5209, loss: 4.5209, grad_norm: 0.7359 2020-07-28 03:46:58,238 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-28 03:47:24,498 - mmaction - INFO - Epoch [7][20/940] lr: 3.989e-01, eta: 1 day, 20:32:50, time: 1.122, data_time: 0.225, memory: 5015, top1_acc: 0.1123, top5_acc: 0.2928, loss_cls: 4.4611, loss: 4.4611, grad_norm: 0.7391 2020-07-28 03:47:43,166 - mmaction - INFO - Epoch [7][40/940] lr: 3.989e-01, eta: 1 day, 20:32:02, time: 0.932, data_time: 0.004, memory: 5015, top1_acc: 0.1133, top5_acc: 0.2990, loss_cls: 4.4565, loss: 4.4565, grad_norm: 0.7608 2020-07-28 03:48:03,315 - mmaction - INFO - Epoch [7][60/940] lr: 3.989e-01, eta: 1 day, 20:31:59, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.1070, top5_acc: 0.2809, loss_cls: 4.4937, loss: 4.4937, grad_norm: 0.7419 2020-07-28 03:48:22,096 - mmaction - INFO - Epoch [7][80/940] lr: 3.989e-01, eta: 1 day, 20:31:16, time: 0.939, data_time: 0.002, memory: 5015, top1_acc: 0.1072, top5_acc: 0.2809, loss_cls: 4.5192, loss: 4.5192, grad_norm: 0.7516 2020-07-28 03:48:41,209 - mmaction - INFO - Epoch [7][100/940] lr: 3.989e-01, eta: 1 day, 20:30:42, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1113, top5_acc: 0.2951, loss_cls: 4.4459, loss: 4.4459, grad_norm: 0.7385 2020-07-28 03:49:00,527 - mmaction - INFO - Epoch [7][120/940] lr: 3.989e-01, eta: 1 day, 20:30:14, time: 0.966, data_time: 0.003, memory: 5015, top1_acc: 0.1170, top5_acc: 0.3037, loss_cls: 4.4379, loss: 4.4379, grad_norm: 0.7559 2020-07-28 03:49:20,247 - mmaction - INFO - Epoch [7][140/940] lr: 3.989e-01, eta: 1 day, 20:29:57, time: 0.984, data_time: 0.004, memory: 5015, top1_acc: 0.1115, top5_acc: 0.2900, loss_cls: 4.4843, loss: 4.4843, grad_norm: 0.7589 2020-07-28 03:49:40,104 - mmaction - INFO - Epoch [7][160/940] lr: 3.989e-01, eta: 1 day, 20:29:45, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1156, top5_acc: 0.2945, loss_cls: 4.4708, loss: 4.4708, grad_norm: 0.7434 2020-07-28 03:49:59,588 - mmaction - INFO - Epoch [7][180/940] lr: 3.989e-01, eta: 1 day, 20:29:21, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1211, top5_acc: 0.2916, loss_cls: 4.4385, loss: 4.4385, grad_norm: 0.7434 2020-07-28 03:50:19,286 - mmaction - INFO - Epoch [7][200/940] lr: 3.989e-01, eta: 1 day, 20:29:05, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1143, top5_acc: 0.3004, loss_cls: 4.4266, loss: 4.4266, grad_norm: 0.7445 2020-07-28 03:50:38,882 - mmaction - INFO - Epoch [7][220/940] lr: 3.989e-01, eta: 1 day, 20:28:44, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.0988, top5_acc: 0.2756, loss_cls: 4.5330, loss: 4.5330, grad_norm: 0.7339 2020-07-28 03:50:57,469 - mmaction - INFO - Epoch [7][240/940] lr: 3.989e-01, eta: 1 day, 20:27:57, time: 0.932, data_time: 0.005, memory: 5015, top1_acc: 0.1199, top5_acc: 0.3047, loss_cls: 4.4140, loss: 4.4140, grad_norm: 0.7448 2020-07-28 03:51:16,876 - mmaction - INFO - Epoch [7][260/940] lr: 3.989e-01, eta: 1 day, 20:27:32, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.1164, top5_acc: 0.3006, loss_cls: 4.4214, loss: 4.4214, grad_norm: 0.7504 2020-07-28 03:51:36,162 - mmaction - INFO - Epoch [7][280/940] lr: 3.989e-01, eta: 1 day, 20:27:04, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1230, top5_acc: 0.3037, loss_cls: 4.4405, loss: 4.4405, grad_norm: 0.7534 2020-07-28 03:51:56,126 - mmaction - INFO - Epoch [7][300/940] lr: 3.989e-01, eta: 1 day, 20:26:54, time: 0.998, data_time: 0.006, memory: 5015, top1_acc: 0.1148, top5_acc: 0.2971, loss_cls: 4.4320, loss: 4.4320, grad_norm: 0.7480 2020-07-28 03:52:15,740 - mmaction - INFO - Epoch [7][320/940] lr: 3.989e-01, eta: 1 day, 20:26:35, time: 0.981, data_time: 0.002, memory: 5015, top1_acc: 0.1195, top5_acc: 0.2990, loss_cls: 4.3930, loss: 4.3930, grad_norm: 0.7546 2020-07-28 03:52:35,790 - mmaction - INFO - Epoch [7][340/940] lr: 3.989e-01, eta: 1 day, 20:26:27, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1039, top5_acc: 0.2846, loss_cls: 4.4810, loss: 4.4810, grad_norm: 0.7439 2020-07-28 03:52:55,728 - mmaction - INFO - Epoch [7][360/940] lr: 3.989e-01, eta: 1 day, 20:26:17, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1193, top5_acc: 0.3025, loss_cls: 4.4318, loss: 4.4318, grad_norm: 0.7551 2020-07-28 03:53:14,455 - mmaction - INFO - Epoch [7][380/940] lr: 3.989e-01, eta: 1 day, 20:25:33, time: 0.935, data_time: 0.006, memory: 5015, top1_acc: 0.1141, top5_acc: 0.2938, loss_cls: 4.4608, loss: 4.4608, grad_norm: 0.7805 2020-07-28 03:53:34,662 - mmaction - INFO - Epoch [7][400/940] lr: 3.989e-01, eta: 1 day, 20:25:31, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.1162, top5_acc: 0.2918, loss_cls: 4.4436, loss: 4.4436, grad_norm: 0.7598 2020-07-28 03:53:54,093 - mmaction - INFO - Epoch [7][420/940] lr: 3.989e-01, eta: 1 day, 20:25:06, time: 0.971, data_time: 0.002, memory: 5015, top1_acc: 0.1152, top5_acc: 0.2963, loss_cls: 4.4384, loss: 4.4384, grad_norm: 0.7483 2020-07-28 03:54:13,116 - mmaction - INFO - Epoch [7][440/940] lr: 3.989e-01, eta: 1 day, 20:24:30, time: 0.950, data_time: 0.006, memory: 5015, top1_acc: 0.1141, top5_acc: 0.2936, loss_cls: 4.4437, loss: 4.4437, grad_norm: 0.7541 2020-07-28 03:54:32,831 - mmaction - INFO - Epoch [7][460/940] lr: 3.989e-01, eta: 1 day, 20:24:15, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1164, top5_acc: 0.3014, loss_cls: 4.4414, loss: 4.4414, grad_norm: 0.7654 2020-07-28 03:54:52,106 - mmaction - INFO - Epoch [7][480/940] lr: 3.989e-01, eta: 1 day, 20:23:46, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1133, top5_acc: 0.2941, loss_cls: 4.4668, loss: 4.4668, grad_norm: 0.7375 2020-07-28 03:55:12,306 - mmaction - INFO - Epoch [7][500/940] lr: 3.989e-01, eta: 1 day, 20:23:42, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.1180, top5_acc: 0.3076, loss_cls: 4.4046, loss: 4.4046, grad_norm: 0.7578 2020-07-28 03:55:32,230 - mmaction - INFO - Epoch [7][520/940] lr: 3.989e-01, eta: 1 day, 20:23:31, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1104, top5_acc: 0.2984, loss_cls: 4.4497, loss: 4.4497, grad_norm: 0.7473 2020-07-28 03:55:52,180 - mmaction - INFO - Epoch [7][540/940] lr: 3.989e-01, eta: 1 day, 20:23:21, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.1215, top5_acc: 0.3088, loss_cls: 4.4014, loss: 4.4014, grad_norm: 0.7692 2020-07-28 03:56:12,899 - mmaction - INFO - Epoch [7][560/940] lr: 3.989e-01, eta: 1 day, 20:23:29, time: 1.034, data_time: 0.005, memory: 5015, top1_acc: 0.1180, top5_acc: 0.3010, loss_cls: 4.4121, loss: 4.4121, grad_norm: 0.7536 2020-07-28 03:56:32,060 - mmaction - INFO - Epoch [7][580/940] lr: 3.989e-01, eta: 1 day, 20:22:59, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1248, top5_acc: 0.3137, loss_cls: 4.4022, loss: 4.4022, grad_norm: 0.7657 2020-07-28 03:56:50,929 - mmaction - INFO - Epoch [7][600/940] lr: 3.989e-01, eta: 1 day, 20:22:18, time: 0.939, data_time: 0.006, memory: 5015, top1_acc: 0.1168, top5_acc: 0.3059, loss_cls: 4.4339, loss: 4.4339, grad_norm: 0.7593 2020-07-28 03:57:11,753 - mmaction - INFO - Epoch [7][620/940] lr: 3.989e-01, eta: 1 day, 20:22:31, time: 1.043, data_time: 0.017, memory: 5015, top1_acc: 0.1176, top5_acc: 0.3012, loss_cls: 4.4292, loss: 4.4292, grad_norm: 0.7803 2020-07-28 03:57:31,846 - mmaction - INFO - Epoch [7][640/940] lr: 3.989e-01, eta: 1 day, 20:22:25, time: 1.007, data_time: 0.009, memory: 5015, top1_acc: 0.1156, top5_acc: 0.2967, loss_cls: 4.4047, loss: 4.4047, grad_norm: 0.7423 2020-07-28 03:57:50,996 - mmaction - INFO - Epoch [7][660/940] lr: 3.989e-01, eta: 1 day, 20:21:53, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.1059, top5_acc: 0.2938, loss_cls: 4.4492, loss: 4.4492, grad_norm: 0.7694 2020-07-28 03:58:10,292 - mmaction - INFO - Epoch [7][680/940] lr: 3.989e-01, eta: 1 day, 20:21:26, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1180, top5_acc: 0.3018, loss_cls: 4.4252, loss: 4.4252, grad_norm: 0.7692 2020-07-28 03:58:29,510 - mmaction - INFO - Epoch [7][700/940] lr: 3.989e-01, eta: 1 day, 20:20:56, time: 0.959, data_time: 0.004, memory: 5015, top1_acc: 0.1211, top5_acc: 0.3141, loss_cls: 4.3873, loss: 4.3873, grad_norm: 0.7479 2020-07-28 03:58:49,436 - mmaction - INFO - Epoch [7][720/940] lr: 3.989e-01, eta: 1 day, 20:20:45, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1207, top5_acc: 0.3006, loss_cls: 4.4160, loss: 4.4160, grad_norm: 0.7663 2020-07-28 03:59:08,068 - mmaction - INFO - Epoch [7][740/940] lr: 3.989e-01, eta: 1 day, 20:20:00, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.1234, top5_acc: 0.3012, loss_cls: 4.4322, loss: 4.4322, grad_norm: 0.7422 2020-07-28 03:59:27,473 - mmaction - INFO - Epoch [7][760/940] lr: 3.989e-01, eta: 1 day, 20:19:36, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1225, top5_acc: 0.3029, loss_cls: 4.4144, loss: 4.4144, grad_norm: 0.7637 2020-07-28 03:59:48,358 - mmaction - INFO - Epoch [7][780/940] lr: 3.989e-01, eta: 1 day, 20:19:48, time: 1.043, data_time: 0.005, memory: 5015, top1_acc: 0.1137, top5_acc: 0.2975, loss_cls: 4.4360, loss: 4.4360, grad_norm: 0.7772 2020-07-28 04:00:12,032 - mmaction - INFO - Epoch [7][800/940] lr: 3.989e-01, eta: 1 day, 20:21:10, time: 1.182, data_time: 0.005, memory: 5015, top1_acc: 0.1158, top5_acc: 0.3061, loss_cls: 4.4294, loss: 4.4294, grad_norm: 0.7770 2020-07-28 04:00:30,982 - mmaction - INFO - Epoch [7][820/940] lr: 3.989e-01, eta: 1 day, 20:20:35, time: 0.951, data_time: 0.013, memory: 5015, top1_acc: 0.1178, top5_acc: 0.3004, loss_cls: 4.4129, loss: 4.4129, grad_norm: 0.7626 2020-07-28 04:00:51,146 - mmaction - INFO - Epoch [7][840/940] lr: 3.989e-01, eta: 1 day, 20:20:29, time: 1.007, data_time: 0.004, memory: 5015, top1_acc: 0.1191, top5_acc: 0.3070, loss_cls: 4.4405, loss: 4.4405, grad_norm: 0.7725 2020-07-28 04:01:11,343 - mmaction - INFO - Epoch [7][860/940] lr: 3.989e-01, eta: 1 day, 20:20:24, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.1156, top5_acc: 0.3002, loss_cls: 4.3566, loss: 4.3566, grad_norm: 0.7597 2020-07-28 04:01:30,539 - mmaction - INFO - Epoch [7][880/940] lr: 3.989e-01, eta: 1 day, 20:19:53, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1232, top5_acc: 0.3012, loss_cls: 4.4157, loss: 4.4157, grad_norm: 0.7673 2020-07-28 04:01:50,397 - mmaction - INFO - Epoch [7][900/940] lr: 3.989e-01, eta: 1 day, 20:19:40, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1160, top5_acc: 0.3063, loss_cls: 4.4392, loss: 4.4392, grad_norm: 0.7862 2020-07-28 04:02:09,364 - mmaction - INFO - Epoch [7][920/940] lr: 3.989e-01, eta: 1 day, 20:19:04, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1150, top5_acc: 0.2992, loss_cls: 4.4369, loss: 4.4369, grad_norm: 0.7425 2020-07-28 04:02:27,594 - mmaction - INFO - Epoch [7][940/940] lr: 3.989e-01, eta: 1 day, 20:18:11, time: 0.914, data_time: 0.005, memory: 5015, top1_acc: 0.1246, top5_acc: 0.3119, loss_cls: 4.3750, loss: 4.3750, grad_norm: 0.7726 2020-07-28 04:02:27,916 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-07-28 04:02:56,157 - mmaction - INFO - Epoch [8][20/940] lr: 3.985e-01, eta: 1 day, 20:20:07, time: 1.257, data_time: 0.345, memory: 5015, top1_acc: 0.1158, top5_acc: 0.3008, loss_cls: 4.4222, loss: 4.4222, grad_norm: 0.7843 2020-07-28 04:03:15,021 - mmaction - INFO - Epoch [8][40/940] lr: 3.985e-01, eta: 1 day, 20:19:29, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.1193, top5_acc: 0.3119, loss_cls: 4.3579, loss: 4.3579, grad_norm: 0.7604 2020-07-28 04:03:33,590 - mmaction - INFO - Epoch [8][60/940] lr: 3.985e-01, eta: 1 day, 20:18:43, time: 0.928, data_time: 0.004, memory: 5015, top1_acc: 0.1250, top5_acc: 0.3148, loss_cls: 4.3686, loss: 4.3686, grad_norm: 0.7828 2020-07-28 04:03:52,725 - mmaction - INFO - Epoch [8][80/940] lr: 3.985e-01, eta: 1 day, 20:18:12, time: 0.957, data_time: 0.002, memory: 5015, top1_acc: 0.1242, top5_acc: 0.3068, loss_cls: 4.3572, loss: 4.3572, grad_norm: 0.7799 2020-07-28 04:04:12,979 - mmaction - INFO - Epoch [8][100/940] lr: 3.985e-01, eta: 1 day, 20:18:07, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.1219, top5_acc: 0.3113, loss_cls: 4.4084, loss: 4.4084, grad_norm: 0.7791 2020-07-28 04:04:32,419 - mmaction - INFO - Epoch [8][120/940] lr: 3.985e-01, eta: 1 day, 20:17:43, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1189, top5_acc: 0.3051, loss_cls: 4.4070, loss: 4.4070, grad_norm: 0.7632 2020-07-28 04:04:52,006 - mmaction - INFO - Epoch [8][140/940] lr: 3.985e-01, eta: 1 day, 20:17:22, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1172, top5_acc: 0.2980, loss_cls: 4.4263, loss: 4.4263, grad_norm: 0.7570 2020-07-28 04:05:11,789 - mmaction - INFO - Epoch [8][160/940] lr: 3.985e-01, eta: 1 day, 20:17:07, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.1271, top5_acc: 0.3158, loss_cls: 4.3431, loss: 4.3431, grad_norm: 0.7722 2020-07-28 04:05:31,557 - mmaction - INFO - Epoch [8][180/940] lr: 3.985e-01, eta: 1 day, 20:16:51, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.1166, top5_acc: 0.3049, loss_cls: 4.3919, loss: 4.3919, grad_norm: 0.7748 2020-07-28 04:05:51,455 - mmaction - INFO - Epoch [8][200/940] lr: 3.985e-01, eta: 1 day, 20:16:38, time: 0.995, data_time: 0.002, memory: 5015, top1_acc: 0.1184, top5_acc: 0.3082, loss_cls: 4.3865, loss: 4.3865, grad_norm: 0.7723 2020-07-28 04:06:10,985 - mmaction - INFO - Epoch [8][220/940] lr: 3.985e-01, eta: 1 day, 20:16:15, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1191, top5_acc: 0.3023, loss_cls: 4.3909, loss: 4.3909, grad_norm: 0.7665 2020-07-28 04:06:30,669 - mmaction - INFO - Epoch [8][240/940] lr: 3.985e-01, eta: 1 day, 20:15:57, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1223, top5_acc: 0.3146, loss_cls: 4.3663, loss: 4.3663, grad_norm: 0.7878 2020-07-28 04:06:50,348 - mmaction - INFO - Epoch [8][260/940] lr: 3.985e-01, eta: 1 day, 20:15:38, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1262, top5_acc: 0.3080, loss_cls: 4.3811, loss: 4.3811, grad_norm: 0.7705 2020-07-28 04:07:10,920 - mmaction - INFO - Epoch [8][280/940] lr: 3.985e-01, eta: 1 day, 20:15:42, time: 1.030, data_time: 0.005, memory: 5015, top1_acc: 0.1156, top5_acc: 0.3027, loss_cls: 4.3885, loss: 4.3885, grad_norm: 0.7779 2020-07-28 04:07:31,020 - mmaction - INFO - Epoch [8][300/940] lr: 3.985e-01, eta: 1 day, 20:15:32, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.1225, top5_acc: 0.3045, loss_cls: 4.4025, loss: 4.4025, grad_norm: 0.7519 2020-07-28 04:07:50,128 - mmaction - INFO - Epoch [8][320/940] lr: 3.985e-01, eta: 1 day, 20:15:01, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.1248, top5_acc: 0.3117, loss_cls: 4.4185, loss: 4.4185, grad_norm: 0.7688 2020-07-28 04:08:10,613 - mmaction - INFO - Epoch [8][340/940] lr: 3.985e-01, eta: 1 day, 20:15:01, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.1285, top5_acc: 0.3137, loss_cls: 4.3785, loss: 4.3785, grad_norm: 0.7819 2020-07-28 04:08:29,606 - mmaction - INFO - Epoch [8][360/940] lr: 3.985e-01, eta: 1 day, 20:14:27, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.1187, top5_acc: 0.3057, loss_cls: 4.4177, loss: 4.4177, grad_norm: 0.7613 2020-07-28 04:08:49,881 - mmaction - INFO - Epoch [8][380/940] lr: 3.985e-01, eta: 1 day, 20:14:21, time: 1.012, data_time: 0.006, memory: 5015, top1_acc: 0.1189, top5_acc: 0.2959, loss_cls: 4.4083, loss: 4.4083, grad_norm: 0.7742 2020-07-28 04:09:10,126 - mmaction - INFO - Epoch [8][400/940] lr: 3.985e-01, eta: 1 day, 20:14:17, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1189, top5_acc: 0.3006, loss_cls: 4.4200, loss: 4.4200, grad_norm: 0.7612 2020-07-28 04:09:30,678 - mmaction - INFO - Epoch [8][420/940] lr: 3.985e-01, eta: 1 day, 20:14:18, time: 1.026, data_time: 0.006, memory: 5015, top1_acc: 0.1297, top5_acc: 0.3195, loss_cls: 4.3575, loss: 4.3575, grad_norm: 0.7767 2020-07-28 04:09:50,559 - mmaction - INFO - Epoch [8][440/940] lr: 3.985e-01, eta: 1 day, 20:14:05, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1160, top5_acc: 0.3131, loss_cls: 4.3626, loss: 4.3626, grad_norm: 0.7925 2020-07-28 04:10:09,943 - mmaction - INFO - Epoch [8][460/940] lr: 3.985e-01, eta: 1 day, 20:13:39, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1229, top5_acc: 0.3084, loss_cls: 4.4088, loss: 4.4088, grad_norm: 0.7729 2020-07-28 04:10:30,133 - mmaction - INFO - Epoch [8][480/940] lr: 3.985e-01, eta: 1 day, 20:13:32, time: 1.010, data_time: 0.002, memory: 5015, top1_acc: 0.1350, top5_acc: 0.3162, loss_cls: 4.3516, loss: 4.3516, grad_norm: 0.7607 2020-07-28 04:10:49,834 - mmaction - INFO - Epoch [8][500/940] lr: 3.985e-01, eta: 1 day, 20:13:13, time: 0.983, data_time: 0.004, memory: 5015, top1_acc: 0.1219, top5_acc: 0.3035, loss_cls: 4.3723, loss: 4.3723, grad_norm: 0.7901 2020-07-28 04:11:09,400 - mmaction - INFO - Epoch [8][520/940] lr: 3.985e-01, eta: 1 day, 20:12:52, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1199, top5_acc: 0.3084, loss_cls: 4.4043, loss: 4.4043, grad_norm: 0.7660 2020-07-28 04:11:28,951 - mmaction - INFO - Epoch [8][540/940] lr: 3.985e-01, eta: 1 day, 20:12:30, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1234, top5_acc: 0.3121, loss_cls: 4.3583, loss: 4.3583, grad_norm: 0.7714 2020-07-28 04:11:48,481 - mmaction - INFO - Epoch [8][560/940] lr: 3.985e-01, eta: 1 day, 20:12:09, time: 0.979, data_time: 0.006, memory: 5015, top1_acc: 0.1201, top5_acc: 0.3150, loss_cls: 4.3886, loss: 4.3886, grad_norm: 0.7835 2020-07-28 04:12:08,186 - mmaction - INFO - Epoch [8][580/940] lr: 3.985e-01, eta: 1 day, 20:11:50, time: 0.984, data_time: 0.004, memory: 5015, top1_acc: 0.1262, top5_acc: 0.3127, loss_cls: 4.3785, loss: 4.3785, grad_norm: 0.7962 2020-07-28 04:12:28,148 - mmaction - INFO - Epoch [8][600/940] lr: 3.985e-01, eta: 1 day, 20:11:38, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.1121, top5_acc: 0.2990, loss_cls: 4.4031, loss: 4.4031, grad_norm: 0.7574 2020-07-28 04:12:47,820 - mmaction - INFO - Epoch [8][620/940] lr: 3.985e-01, eta: 1 day, 20:11:19, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.1260, top5_acc: 0.3170, loss_cls: 4.3615, loss: 4.3615, grad_norm: 0.7705 2020-07-28 04:13:06,733 - mmaction - INFO - Epoch [8][640/940] lr: 3.985e-01, eta: 1 day, 20:10:43, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.1160, top5_acc: 0.3068, loss_cls: 4.4049, loss: 4.4049, grad_norm: 0.7771 2020-07-28 04:13:27,974 - mmaction - INFO - Epoch [8][660/940] lr: 3.985e-01, eta: 1 day, 20:10:59, time: 1.060, data_time: 0.005, memory: 5015, top1_acc: 0.1137, top5_acc: 0.2988, loss_cls: 4.3944, loss: 4.3944, grad_norm: 0.7773 2020-07-28 04:13:47,648 - mmaction - INFO - Epoch [8][680/940] lr: 3.985e-01, eta: 1 day, 20:10:41, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1205, top5_acc: 0.3076, loss_cls: 4.3743, loss: 4.3743, grad_norm: 0.7667 2020-07-28 04:14:07,300 - mmaction - INFO - Epoch [8][700/940] lr: 3.985e-01, eta: 1 day, 20:10:21, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.1316, top5_acc: 0.3174, loss_cls: 4.3555, loss: 4.3555, grad_norm: 0.7846 2020-07-28 04:14:26,330 - mmaction - INFO - Epoch [8][720/940] lr: 3.985e-01, eta: 1 day, 20:09:48, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1277, top5_acc: 0.3139, loss_cls: 4.3478, loss: 4.3478, grad_norm: 0.7822 2020-07-28 04:14:45,678 - mmaction - INFO - Epoch [8][740/940] lr: 3.985e-01, eta: 1 day, 20:09:21, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1318, top5_acc: 0.3312, loss_cls: 4.3088, loss: 4.3088, grad_norm: 0.7787 2020-07-28 04:15:05,687 - mmaction - INFO - Epoch [8][760/940] lr: 3.985e-01, eta: 1 day, 20:09:10, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1191, top5_acc: 0.3154, loss_cls: 4.3704, loss: 4.3704, grad_norm: 0.7841 2020-07-28 04:15:25,892 - mmaction - INFO - Epoch [8][780/940] lr: 3.985e-01, eta: 1 day, 20:09:03, time: 1.010, data_time: 0.002, memory: 5015, top1_acc: 0.1244, top5_acc: 0.3127, loss_cls: 4.3799, loss: 4.3799, grad_norm: 0.7959 2020-07-28 04:15:44,933 - mmaction - INFO - Epoch [8][800/940] lr: 3.985e-01, eta: 1 day, 20:08:30, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1225, top5_acc: 0.3104, loss_cls: 4.3583, loss: 4.3583, grad_norm: 0.7696 2020-07-28 04:16:05,118 - mmaction - INFO - Epoch [8][820/940] lr: 3.985e-01, eta: 1 day, 20:08:23, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.1320, top5_acc: 0.3182, loss_cls: 4.3542, loss: 4.3542, grad_norm: 0.7713 2020-07-28 04:16:26,390 - mmaction - INFO - Epoch [8][840/940] lr: 3.985e-01, eta: 1 day, 20:08:38, time: 1.063, data_time: 0.005, memory: 5015, top1_acc: 0.1260, top5_acc: 0.3199, loss_cls: 4.3645, loss: 4.3645, grad_norm: 0.7993 2020-07-28 04:16:45,184 - mmaction - INFO - Epoch [8][860/940] lr: 3.985e-01, eta: 1 day, 20:08:00, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1305, top5_acc: 0.3205, loss_cls: 4.3661, loss: 4.3661, grad_norm: 0.7711 2020-07-28 04:17:04,689 - mmaction - INFO - Epoch [8][880/940] lr: 3.985e-01, eta: 1 day, 20:07:37, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1270, top5_acc: 0.3248, loss_cls: 4.3460, loss: 4.3460, grad_norm: 0.7864 2020-07-28 04:17:23,893 - mmaction - INFO - Epoch [8][900/940] lr: 3.985e-01, eta: 1 day, 20:07:09, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1262, top5_acc: 0.3166, loss_cls: 4.3479, loss: 4.3479, grad_norm: 0.7803 2020-07-28 04:17:43,064 - mmaction - INFO - Epoch [8][920/940] lr: 3.985e-01, eta: 1 day, 20:06:38, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.1242, top5_acc: 0.3162, loss_cls: 4.3694, loss: 4.3694, grad_norm: 0.7825 2020-07-28 04:18:01,546 - mmaction - INFO - Epoch [8][940/940] lr: 3.985e-01, eta: 1 day, 20:05:54, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.1360, top5_acc: 0.3326, loss_cls: 4.2906, loss: 4.2906, grad_norm: 0.7956 2020-07-28 04:18:01,785 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-28 04:18:27,937 - mmaction - INFO - Epoch [9][20/940] lr: 3.981e-01, eta: 1 day, 20:07:10, time: 1.204, data_time: 0.309, memory: 5015, top1_acc: 0.1199, top5_acc: 0.3104, loss_cls: 4.3627, loss: 4.3627, grad_norm: 0.8051 2020-07-28 04:18:47,557 - mmaction - INFO - Epoch [9][40/940] lr: 3.981e-01, eta: 1 day, 20:06:50, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1256, top5_acc: 0.3178, loss_cls: 4.3651, loss: 4.3651, grad_norm: 0.7923 2020-07-28 04:19:07,047 - mmaction - INFO - Epoch [9][60/940] lr: 3.981e-01, eta: 1 day, 20:06:26, time: 0.973, data_time: 0.004, memory: 5015, top1_acc: 0.1322, top5_acc: 0.3252, loss_cls: 4.2981, loss: 4.2981, grad_norm: 0.7873 2020-07-28 04:19:27,735 - mmaction - INFO - Epoch [9][80/940] lr: 3.981e-01, eta: 1 day, 20:06:29, time: 1.036, data_time: 0.005, memory: 5015, top1_acc: 0.1357, top5_acc: 0.3379, loss_cls: 4.3136, loss: 4.3136, grad_norm: 0.8169 2020-07-28 04:19:47,961 - mmaction - INFO - Epoch [9][100/940] lr: 3.981e-01, eta: 1 day, 20:06:21, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.1221, top5_acc: 0.3139, loss_cls: 4.3754, loss: 4.3754, grad_norm: 0.7789 2020-07-28 04:20:07,737 - mmaction - INFO - Epoch [9][120/940] lr: 3.981e-01, eta: 1 day, 20:06:05, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1330, top5_acc: 0.3229, loss_cls: 4.3443, loss: 4.3443, grad_norm: 0.7818 2020-07-28 04:20:27,812 - mmaction - INFO - Epoch [9][140/940] lr: 3.981e-01, eta: 1 day, 20:05:54, time: 1.004, data_time: 0.002, memory: 5015, top1_acc: 0.1227, top5_acc: 0.3135, loss_cls: 4.3481, loss: 4.3481, grad_norm: 0.8082 2020-07-28 04:20:48,816 - mmaction - INFO - Epoch [9][160/940] lr: 3.981e-01, eta: 1 day, 20:06:02, time: 1.049, data_time: 0.004, memory: 5015, top1_acc: 0.1273, top5_acc: 0.3240, loss_cls: 4.3343, loss: 4.3343, grad_norm: 0.7896 2020-07-28 04:21:07,929 - mmaction - INFO - Epoch [9][180/940] lr: 3.981e-01, eta: 1 day, 20:05:32, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.1248, top5_acc: 0.3104, loss_cls: 4.3757, loss: 4.3757, grad_norm: 0.7850 2020-07-28 04:21:27,828 - mmaction - INFO - Epoch [9][200/940] lr: 3.981e-01, eta: 1 day, 20:05:17, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1350, top5_acc: 0.3285, loss_cls: 4.3181, loss: 4.3181, grad_norm: 0.7909 2020-07-28 04:21:48,117 - mmaction - INFO - Epoch [9][220/940] lr: 3.981e-01, eta: 1 day, 20:05:11, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1260, top5_acc: 0.3189, loss_cls: 4.3274, loss: 4.3274, grad_norm: 0.7718 2020-07-28 04:22:06,550 - mmaction - INFO - Epoch [9][240/940] lr: 3.981e-01, eta: 1 day, 20:04:25, time: 0.921, data_time: 0.004, memory: 5015, top1_acc: 0.1316, top5_acc: 0.3279, loss_cls: 4.3172, loss: 4.3172, grad_norm: 0.7938 2020-07-28 04:22:26,037 - mmaction - INFO - Epoch [9][260/940] lr: 3.981e-01, eta: 1 day, 20:04:02, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1398, top5_acc: 0.3301, loss_cls: 4.3123, loss: 4.3123, grad_norm: 0.7948 2020-07-28 04:22:45,403 - mmaction - INFO - Epoch [9][280/940] lr: 3.981e-01, eta: 1 day, 20:03:37, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1406, top5_acc: 0.3342, loss_cls: 4.2882, loss: 4.2882, grad_norm: 0.8056 2020-07-28 04:23:04,687 - mmaction - INFO - Epoch [9][300/940] lr: 3.981e-01, eta: 1 day, 20:03:09, time: 0.963, data_time: 0.004, memory: 5015, top1_acc: 0.1324, top5_acc: 0.3232, loss_cls: 4.3055, loss: 4.3055, grad_norm: 0.8042 2020-07-28 04:23:24,766 - mmaction - INFO - Epoch [9][320/940] lr: 3.981e-01, eta: 1 day, 20:02:58, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.1234, top5_acc: 0.3121, loss_cls: 4.3692, loss: 4.3692, grad_norm: 0.7856 2020-07-28 04:23:44,043 - mmaction - INFO - Epoch [9][340/940] lr: 3.981e-01, eta: 1 day, 20:02:30, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1322, top5_acc: 0.3270, loss_cls: 4.3140, loss: 4.3140, grad_norm: 0.7948 2020-07-28 04:24:03,943 - mmaction - INFO - Epoch [9][360/940] lr: 3.981e-01, eta: 1 day, 20:02:16, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1277, top5_acc: 0.3303, loss_cls: 4.3479, loss: 4.3479, grad_norm: 0.7932 2020-07-28 04:24:23,015 - mmaction - INFO - Epoch [9][380/940] lr: 3.981e-01, eta: 1 day, 20:01:45, time: 0.954, data_time: 0.002, memory: 5015, top1_acc: 0.1303, top5_acc: 0.3143, loss_cls: 4.3725, loss: 4.3725, grad_norm: 0.7962 2020-07-28 04:24:42,443 - mmaction - INFO - Epoch [9][400/940] lr: 3.981e-01, eta: 1 day, 20:01:20, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.1328, top5_acc: 0.3352, loss_cls: 4.2931, loss: 4.2931, grad_norm: 0.7956 2020-07-28 04:25:02,160 - mmaction - INFO - Epoch [9][420/940] lr: 3.981e-01, eta: 1 day, 20:01:01, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1352, top5_acc: 0.3193, loss_cls: 4.3256, loss: 4.3256, grad_norm: 0.8278 2020-07-28 04:25:22,716 - mmaction - INFO - Epoch [9][440/940] lr: 3.981e-01, eta: 1 day, 20:01:01, time: 1.030, data_time: 0.005, memory: 5015, top1_acc: 0.1311, top5_acc: 0.3254, loss_cls: 4.3095, loss: 4.3095, grad_norm: 0.7808 2020-07-28 04:25:42,615 - mmaction - INFO - Epoch [9][460/940] lr: 3.981e-01, eta: 1 day, 20:00:46, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1357, top5_acc: 0.3301, loss_cls: 4.3193, loss: 4.3193, grad_norm: 0.8019 2020-07-28 04:26:01,813 - mmaction - INFO - Epoch [9][480/940] lr: 3.981e-01, eta: 1 day, 20:00:17, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1270, top5_acc: 0.3189, loss_cls: 4.3116, loss: 4.3116, grad_norm: 0.8012 2020-07-28 04:26:22,367 - mmaction - INFO - Epoch [9][500/940] lr: 3.981e-01, eta: 1 day, 20:00:15, time: 1.027, data_time: 0.006, memory: 5015, top1_acc: 0.1352, top5_acc: 0.3248, loss_cls: 4.3119, loss: 4.3119, grad_norm: 0.7828 2020-07-28 04:26:41,798 - mmaction - INFO - Epoch [9][520/940] lr: 3.981e-01, eta: 1 day, 19:59:51, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1375, top5_acc: 0.3248, loss_cls: 4.3028, loss: 4.3028, grad_norm: 0.7985 2020-07-28 04:27:02,421 - mmaction - INFO - Epoch [9][540/940] lr: 3.981e-01, eta: 1 day, 19:59:50, time: 1.029, data_time: 0.005, memory: 5015, top1_acc: 0.1324, top5_acc: 0.3324, loss_cls: 4.3027, loss: 4.3027, grad_norm: 0.8045 2020-07-28 04:27:20,829 - mmaction - INFO - Epoch [9][560/940] lr: 3.981e-01, eta: 1 day, 19:59:06, time: 0.922, data_time: 0.005, memory: 5015, top1_acc: 0.1266, top5_acc: 0.3100, loss_cls: 4.3465, loss: 4.3465, grad_norm: 0.7892 2020-07-28 04:27:41,412 - mmaction - INFO - Epoch [9][580/940] lr: 3.981e-01, eta: 1 day, 19:59:05, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1326, top5_acc: 0.3270, loss_cls: 4.3106, loss: 4.3106, grad_norm: 0.7817 2020-07-28 04:28:00,428 - mmaction - INFO - Epoch [9][600/940] lr: 3.981e-01, eta: 1 day, 19:58:32, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.1271, top5_acc: 0.3152, loss_cls: 4.3309, loss: 4.3309, grad_norm: 0.8059 2020-07-28 04:28:19,997 - mmaction - INFO - Epoch [9][620/940] lr: 3.981e-01, eta: 1 day, 19:58:12, time: 0.980, data_time: 0.007, memory: 5015, top1_acc: 0.1303, top5_acc: 0.3309, loss_cls: 4.2957, loss: 4.2957, grad_norm: 0.7928 2020-07-28 04:28:40,258 - mmaction - INFO - Epoch [9][640/940] lr: 3.981e-01, eta: 1 day, 19:58:04, time: 1.013, data_time: 0.002, memory: 5015, top1_acc: 0.1326, top5_acc: 0.3215, loss_cls: 4.3165, loss: 4.3165, grad_norm: 0.8027 2020-07-28 04:28:59,309 - mmaction - INFO - Epoch [9][660/940] lr: 3.981e-01, eta: 1 day, 19:57:31, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1346, top5_acc: 0.3273, loss_cls: 4.3163, loss: 4.3163, grad_norm: 0.8075 2020-07-28 04:29:18,088 - mmaction - INFO - Epoch [9][680/940] lr: 3.981e-01, eta: 1 day, 19:56:55, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1344, top5_acc: 0.3236, loss_cls: 4.2848, loss: 4.2848, grad_norm: 0.8043 2020-07-28 04:29:37,272 - mmaction - INFO - Epoch [9][700/940] lr: 3.981e-01, eta: 1 day, 19:56:26, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1273, top5_acc: 0.3219, loss_cls: 4.3246, loss: 4.3246, grad_norm: 0.8018 2020-07-28 04:29:57,209 - mmaction - INFO - Epoch [9][720/940] lr: 3.981e-01, eta: 1 day, 19:56:12, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1396, top5_acc: 0.3348, loss_cls: 4.2915, loss: 4.2915, grad_norm: 0.7993 2020-07-28 04:30:16,871 - mmaction - INFO - Epoch [9][740/940] lr: 3.981e-01, eta: 1 day, 19:55:52, time: 0.982, data_time: 0.006, memory: 5015, top1_acc: 0.1240, top5_acc: 0.3141, loss_cls: 4.3850, loss: 4.3850, grad_norm: 0.7867 2020-07-28 04:30:35,951 - mmaction - INFO - Epoch [9][760/940] lr: 3.981e-01, eta: 1 day, 19:55:22, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1398, top5_acc: 0.3268, loss_cls: 4.2872, loss: 4.2872, grad_norm: 0.8026 2020-07-28 04:30:55,415 - mmaction - INFO - Epoch [9][780/940] lr: 3.981e-01, eta: 1 day, 19:54:58, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1273, top5_acc: 0.3207, loss_cls: 4.2925, loss: 4.2925, grad_norm: 0.8041 2020-07-28 04:31:15,660 - mmaction - INFO - Epoch [9][800/940] lr: 3.981e-01, eta: 1 day, 19:54:50, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1279, top5_acc: 0.3234, loss_cls: 4.3152, loss: 4.3152, grad_norm: 0.7914 2020-07-28 04:31:34,771 - mmaction - INFO - Epoch [9][820/940] lr: 3.981e-01, eta: 1 day, 19:54:20, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1289, top5_acc: 0.3191, loss_cls: 4.3375, loss: 4.3375, grad_norm: 0.8092 2020-07-28 04:31:53,578 - mmaction - INFO - Epoch [9][840/940] lr: 3.981e-01, eta: 1 day, 19:53:44, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.1340, top5_acc: 0.3285, loss_cls: 4.3075, loss: 4.3075, grad_norm: 0.8143 2020-07-28 04:32:12,518 - mmaction - INFO - Epoch [9][860/940] lr: 3.981e-01, eta: 1 day, 19:53:11, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.1252, top5_acc: 0.3168, loss_cls: 4.3528, loss: 4.3528, grad_norm: 0.7911 2020-07-28 04:32:32,121 - mmaction - INFO - Epoch [9][880/940] lr: 3.981e-01, eta: 1 day, 19:52:51, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1332, top5_acc: 0.3180, loss_cls: 4.3444, loss: 4.3444, grad_norm: 0.7956 2020-07-28 04:32:50,565 - mmaction - INFO - Epoch [9][900/940] lr: 3.981e-01, eta: 1 day, 19:52:07, time: 0.921, data_time: 0.005, memory: 5015, top1_acc: 0.1322, top5_acc: 0.3252, loss_cls: 4.2986, loss: 4.2986, grad_norm: 0.8135 2020-07-28 04:33:09,609 - mmaction - INFO - Epoch [9][920/940] lr: 3.981e-01, eta: 1 day, 19:51:36, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1328, top5_acc: 0.3205, loss_cls: 4.3314, loss: 4.3314, grad_norm: 0.8034 2020-07-28 04:33:27,625 - mmaction - INFO - Epoch [9][940/940] lr: 3.981e-01, eta: 1 day, 19:50:46, time: 0.903, data_time: 0.005, memory: 5015, top1_acc: 0.1311, top5_acc: 0.3206, loss_cls: 4.3336, loss: 4.3336, grad_norm: 0.8220 2020-07-28 04:33:27,873 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-07-28 04:33:54,710 - mmaction - INFO - Epoch [10][20/940] lr: 3.975e-01, eta: 1 day, 19:51:50, time: 1.201, data_time: 0.274, memory: 5015, top1_acc: 0.1363, top5_acc: 0.3367, loss_cls: 4.2561, loss: 4.2561, grad_norm: 0.8021 2020-07-28 04:34:12,774 - mmaction - INFO - Epoch [10][40/940] lr: 3.975e-01, eta: 1 day, 19:51:01, time: 0.905, data_time: 0.005, memory: 5015, top1_acc: 0.1365, top5_acc: 0.3326, loss_cls: 4.2836, loss: 4.2836, grad_norm: 0.8142 2020-07-28 04:34:32,864 - mmaction - INFO - Epoch [10][60/940] lr: 3.975e-01, eta: 1 day, 19:50:50, time: 1.005, data_time: 0.004, memory: 5015, top1_acc: 0.1375, top5_acc: 0.3213, loss_cls: 4.3113, loss: 4.3113, grad_norm: 0.8078 2020-07-28 04:34:51,592 - mmaction - INFO - Epoch [10][80/940] lr: 3.975e-01, eta: 1 day, 19:50:13, time: 0.936, data_time: 0.002, memory: 5015, top1_acc: 0.1275, top5_acc: 0.3297, loss_cls: 4.2904, loss: 4.2904, grad_norm: 0.8047 2020-07-28 04:35:10,666 - mmaction - INFO - Epoch [10][100/940] lr: 3.975e-01, eta: 1 day, 19:49:42, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1367, top5_acc: 0.3352, loss_cls: 4.2712, loss: 4.2712, grad_norm: 0.8045 2020-07-28 04:35:29,739 - mmaction - INFO - Epoch [10][120/940] lr: 3.975e-01, eta: 1 day, 19:49:12, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1303, top5_acc: 0.3295, loss_cls: 4.3093, loss: 4.3093, grad_norm: 0.8243 2020-07-28 04:35:49,659 - mmaction - INFO - Epoch [10][140/940] lr: 3.975e-01, eta: 1 day, 19:48:57, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.1406, top5_acc: 0.3281, loss_cls: 4.2959, loss: 4.2959, grad_norm: 0.8060 2020-07-28 04:36:09,597 - mmaction - INFO - Epoch [10][160/940] lr: 3.975e-01, eta: 1 day, 19:48:43, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1385, top5_acc: 0.3285, loss_cls: 4.2865, loss: 4.2865, grad_norm: 0.8092 2020-07-28 04:36:28,217 - mmaction - INFO - Epoch [10][180/940] lr: 3.975e-01, eta: 1 day, 19:48:04, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.1352, top5_acc: 0.3283, loss_cls: 4.2952, loss: 4.2952, grad_norm: 0.8026 2020-07-28 04:36:47,342 - mmaction - INFO - Epoch [10][200/940] lr: 3.975e-01, eta: 1 day, 19:47:35, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1398, top5_acc: 0.3340, loss_cls: 4.2678, loss: 4.2678, grad_norm: 0.8032 2020-07-28 04:37:06,911 - mmaction - INFO - Epoch [10][220/940] lr: 3.975e-01, eta: 1 day, 19:47:14, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1330, top5_acc: 0.3275, loss_cls: 4.2708, loss: 4.2708, grad_norm: 0.8151 2020-07-28 04:37:25,707 - mmaction - INFO - Epoch [10][240/940] lr: 3.975e-01, eta: 1 day, 19:46:39, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.1375, top5_acc: 0.3449, loss_cls: 4.2490, loss: 4.2490, grad_norm: 0.8350 2020-07-28 04:37:44,441 - mmaction - INFO - Epoch [10][260/940] lr: 3.975e-01, eta: 1 day, 19:46:02, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.1363, top5_acc: 0.3324, loss_cls: 4.2852, loss: 4.2852, grad_norm: 0.8064 2020-07-28 04:38:04,153 - mmaction - INFO - Epoch [10][280/940] lr: 3.975e-01, eta: 1 day, 19:45:45, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1451, top5_acc: 0.3408, loss_cls: 4.2417, loss: 4.2417, grad_norm: 0.8054 2020-07-28 04:38:24,716 - mmaction - INFO - Epoch [10][300/940] lr: 3.975e-01, eta: 1 day, 19:45:42, time: 1.028, data_time: 0.002, memory: 5015, top1_acc: 0.1391, top5_acc: 0.3215, loss_cls: 4.3011, loss: 4.3011, grad_norm: 0.8218 2020-07-28 04:38:43,199 - mmaction - INFO - Epoch [10][320/940] lr: 3.975e-01, eta: 1 day, 19:45:01, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.1279, top5_acc: 0.3207, loss_cls: 4.3052, loss: 4.3052, grad_norm: 0.8081 2020-07-28 04:39:02,407 - mmaction - INFO - Epoch [10][340/940] lr: 3.975e-01, eta: 1 day, 19:44:34, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1416, top5_acc: 0.3387, loss_cls: 4.2266, loss: 4.2266, grad_norm: 0.8109 2020-07-28 04:39:22,000 - mmaction - INFO - Epoch [10][360/940] lr: 3.975e-01, eta: 1 day, 19:44:12, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1375, top5_acc: 0.3340, loss_cls: 4.3096, loss: 4.3096, grad_norm: 0.8195 2020-07-28 04:39:41,042 - mmaction - INFO - Epoch [10][380/940] lr: 3.975e-01, eta: 1 day, 19:43:43, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.1293, top5_acc: 0.3348, loss_cls: 4.3080, loss: 4.3080, grad_norm: 0.8158 2020-07-28 04:40:00,192 - mmaction - INFO - Epoch [10][400/940] lr: 3.975e-01, eta: 1 day, 19:43:14, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.1393, top5_acc: 0.3334, loss_cls: 4.2879, loss: 4.2879, grad_norm: 0.8291 2020-07-28 04:40:18,904 - mmaction - INFO - Epoch [10][420/940] lr: 3.975e-01, eta: 1 day, 19:42:38, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.1279, top5_acc: 0.3230, loss_cls: 4.3150, loss: 4.3150, grad_norm: 0.8272 2020-07-28 04:40:38,652 - mmaction - INFO - Epoch [10][440/940] lr: 3.975e-01, eta: 1 day, 19:42:20, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1297, top5_acc: 0.3217, loss_cls: 4.3472, loss: 4.3472, grad_norm: 0.8138 2020-07-28 04:40:57,070 - mmaction - INFO - Epoch [10][460/940] lr: 3.975e-01, eta: 1 day, 19:41:39, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.1346, top5_acc: 0.3273, loss_cls: 4.2744, loss: 4.2744, grad_norm: 0.8167 2020-07-28 04:41:16,431 - mmaction - INFO - Epoch [10][480/940] lr: 3.975e-01, eta: 1 day, 19:41:14, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.1266, top5_acc: 0.3348, loss_cls: 4.2680, loss: 4.2680, grad_norm: 0.8038 2020-07-28 04:41:36,370 - mmaction - INFO - Epoch [10][500/940] lr: 3.975e-01, eta: 1 day, 19:41:01, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1398, top5_acc: 0.3381, loss_cls: 4.2823, loss: 4.2823, grad_norm: 0.8227 2020-07-28 04:41:56,001 - mmaction - INFO - Epoch [10][520/940] lr: 3.975e-01, eta: 1 day, 19:40:41, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1416, top5_acc: 0.3266, loss_cls: 4.3323, loss: 4.3323, grad_norm: 0.8114 2020-07-28 04:42:15,775 - mmaction - INFO - Epoch [10][540/940] lr: 3.975e-01, eta: 1 day, 19:40:24, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1260, top5_acc: 0.3205, loss_cls: 4.3363, loss: 4.3363, grad_norm: 0.8203 2020-07-28 04:42:35,276 - mmaction - INFO - Epoch [10][560/940] lr: 3.975e-01, eta: 1 day, 19:40:02, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.1277, top5_acc: 0.3232, loss_cls: 4.3116, loss: 4.3116, grad_norm: 0.8020 2020-07-28 04:42:54,095 - mmaction - INFO - Epoch [10][580/940] lr: 3.975e-01, eta: 1 day, 19:39:28, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1344, top5_acc: 0.3283, loss_cls: 4.3025, loss: 4.3025, grad_norm: 0.8019 2020-07-28 04:43:15,092 - mmaction - INFO - Epoch [10][600/940] lr: 3.975e-01, eta: 1 day, 19:39:33, time: 1.052, data_time: 0.005, memory: 5015, top1_acc: 0.1326, top5_acc: 0.3346, loss_cls: 4.2921, loss: 4.2921, grad_norm: 0.8141 2020-07-28 04:43:34,713 - mmaction - INFO - Epoch [10][620/940] lr: 3.975e-01, eta: 1 day, 19:39:13, time: 0.981, data_time: 0.004, memory: 5015, top1_acc: 0.1410, top5_acc: 0.3320, loss_cls: 4.2550, loss: 4.2550, grad_norm: 0.8189 2020-07-28 04:43:53,469 - mmaction - INFO - Epoch [10][640/940] lr: 3.975e-01, eta: 1 day, 19:38:38, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.1404, top5_acc: 0.3455, loss_cls: 4.2483, loss: 4.2483, grad_norm: 0.8117 2020-07-28 04:44:12,981 - mmaction - INFO - Epoch [10][660/940] lr: 3.975e-01, eta: 1 day, 19:38:16, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1314, top5_acc: 0.3266, loss_cls: 4.2865, loss: 4.2865, grad_norm: 0.8080 2020-07-28 04:44:31,889 - mmaction - INFO - Epoch [10][680/940] lr: 3.975e-01, eta: 1 day, 19:37:44, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1385, top5_acc: 0.3447, loss_cls: 4.2400, loss: 4.2400, grad_norm: 0.8149 2020-07-28 04:44:51,202 - mmaction - INFO - Epoch [10][700/940] lr: 3.975e-01, eta: 1 day, 19:37:19, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1434, top5_acc: 0.3314, loss_cls: 4.2769, loss: 4.2769, grad_norm: 0.8081 2020-07-28 04:45:10,436 - mmaction - INFO - Epoch [10][720/940] lr: 3.975e-01, eta: 1 day, 19:36:53, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1303, top5_acc: 0.3201, loss_cls: 4.3350, loss: 4.3350, grad_norm: 0.8250 2020-07-28 04:45:29,239 - mmaction - INFO - Epoch [10][740/940] lr: 3.975e-01, eta: 1 day, 19:36:19, time: 0.941, data_time: 0.002, memory: 5015, top1_acc: 0.1404, top5_acc: 0.3348, loss_cls: 4.2700, loss: 4.2700, grad_norm: 0.8091 2020-07-28 04:45:48,138 - mmaction - INFO - Epoch [10][760/940] lr: 3.975e-01, eta: 1 day, 19:35:46, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.1437, top5_acc: 0.3535, loss_cls: 4.2337, loss: 4.2337, grad_norm: 0.8123 2020-07-28 04:46:08,196 - mmaction - INFO - Epoch [10][780/940] lr: 3.975e-01, eta: 1 day, 19:35:35, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1361, top5_acc: 0.3338, loss_cls: 4.2870, loss: 4.2870, grad_norm: 0.8073 2020-07-28 04:46:27,029 - mmaction - INFO - Epoch [10][800/940] lr: 3.975e-01, eta: 1 day, 19:35:01, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1369, top5_acc: 0.3316, loss_cls: 4.2901, loss: 4.2901, grad_norm: 0.8171 2020-07-28 04:46:45,931 - mmaction - INFO - Epoch [10][820/940] lr: 3.975e-01, eta: 1 day, 19:34:29, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1391, top5_acc: 0.3328, loss_cls: 4.2734, loss: 4.2734, grad_norm: 0.8283 2020-07-28 04:47:06,008 - mmaction - INFO - Epoch [10][840/940] lr: 3.975e-01, eta: 1 day, 19:34:17, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1299, top5_acc: 0.3227, loss_cls: 4.3119, loss: 4.3119, grad_norm: 0.7968 2020-07-28 04:47:25,428 - mmaction - INFO - Epoch [10][860/940] lr: 3.975e-01, eta: 1 day, 19:33:55, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1381, top5_acc: 0.3402, loss_cls: 4.2440, loss: 4.2440, grad_norm: 0.8149 2020-07-28 04:47:44,532 - mmaction - INFO - Epoch [10][880/940] lr: 3.975e-01, eta: 1 day, 19:33:26, time: 0.954, data_time: 0.006, memory: 5015, top1_acc: 0.1408, top5_acc: 0.3377, loss_cls: 4.2776, loss: 4.2776, grad_norm: 0.7887 2020-07-28 04:48:04,406 - mmaction - INFO - Epoch [10][900/940] lr: 3.975e-01, eta: 1 day, 19:33:11, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1357, top5_acc: 0.3357, loss_cls: 4.2626, loss: 4.2626, grad_norm: 0.8136 2020-07-28 04:48:23,024 - mmaction - INFO - Epoch [10][920/940] lr: 3.975e-01, eta: 1 day, 19:32:33, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.1420, top5_acc: 0.3434, loss_cls: 4.2313, loss: 4.2313, grad_norm: 0.8256 2020-07-28 04:48:41,869 - mmaction - INFO - Epoch [10][940/940] lr: 3.975e-01, eta: 1 day, 19:32:01, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.1479, top5_acc: 0.3399, loss_cls: 4.2616, loss: 4.2616, grad_norm: 0.8134 2020-07-28 04:48:42,121 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-28 04:49:08,711 - mmaction - INFO - Epoch [11][20/940] lr: 3.970e-01, eta: 1 day, 19:32:54, time: 1.194, data_time: 0.283, memory: 5015, top1_acc: 0.1338, top5_acc: 0.3264, loss_cls: 4.3090, loss: 4.3090, grad_norm: 0.8290 2020-07-28 04:49:27,476 - mmaction - INFO - Epoch [11][40/940] lr: 3.970e-01, eta: 1 day, 19:32:21, time: 0.940, data_time: 0.006, memory: 5015, top1_acc: 0.1348, top5_acc: 0.3342, loss_cls: 4.2785, loss: 4.2785, grad_norm: 0.8229 2020-07-28 04:49:46,416 - mmaction - INFO - Epoch [11][60/940] lr: 3.970e-01, eta: 1 day, 19:31:49, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.1459, top5_acc: 0.3439, loss_cls: 4.2383, loss: 4.2383, grad_norm: 0.8091 2020-07-28 04:50:05,286 - mmaction - INFO - Epoch [11][80/940] lr: 3.970e-01, eta: 1 day, 19:31:17, time: 0.946, data_time: 0.006, memory: 5015, top1_acc: 0.1354, top5_acc: 0.3480, loss_cls: 4.2327, loss: 4.2327, grad_norm: 0.8391 2020-07-28 04:50:24,957 - mmaction - INFO - Epoch [11][100/940] lr: 3.970e-01, eta: 1 day, 19:30:59, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.1414, top5_acc: 0.3369, loss_cls: 4.2514, loss: 4.2514, grad_norm: 0.8305 2020-07-28 04:50:43,733 - mmaction - INFO - Epoch [11][120/940] lr: 3.970e-01, eta: 1 day, 19:30:24, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.1338, top5_acc: 0.3367, loss_cls: 4.2663, loss: 4.2663, grad_norm: 0.8261 2020-07-28 04:51:03,550 - mmaction - INFO - Epoch [11][140/940] lr: 3.970e-01, eta: 1 day, 19:30:09, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1449, top5_acc: 0.3367, loss_cls: 4.2743, loss: 4.2743, grad_norm: 0.8229 2020-07-28 04:51:22,236 - mmaction - INFO - Epoch [11][160/940] lr: 3.970e-01, eta: 1 day, 19:29:33, time: 0.934, data_time: 0.002, memory: 5015, top1_acc: 0.1455, top5_acc: 0.3379, loss_cls: 4.2584, loss: 4.2584, grad_norm: 0.8131 2020-07-28 04:51:42,281 - mmaction - INFO - Epoch [11][180/940] lr: 3.970e-01, eta: 1 day, 19:29:21, time: 1.002, data_time: 0.002, memory: 5015, top1_acc: 0.1387, top5_acc: 0.3383, loss_cls: 4.2486, loss: 4.2486, grad_norm: 0.8275 2020-07-28 04:52:01,474 - mmaction - INFO - Epoch [11][200/940] lr: 3.970e-01, eta: 1 day, 19:28:54, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1451, top5_acc: 0.3410, loss_cls: 4.2091, loss: 4.2091, grad_norm: 0.8407 2020-07-28 04:52:21,150 - mmaction - INFO - Epoch [11][220/940] lr: 3.970e-01, eta: 1 day, 19:28:36, time: 0.985, data_time: 0.006, memory: 5015, top1_acc: 0.1357, top5_acc: 0.3398, loss_cls: 4.2427, loss: 4.2427, grad_norm: 0.8201 2020-07-28 04:52:41,058 - mmaction - INFO - Epoch [11][240/940] lr: 3.970e-01, eta: 1 day, 19:28:20, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1359, top5_acc: 0.3285, loss_cls: 4.2703, loss: 4.2703, grad_norm: 0.8304 2020-07-28 04:52:59,917 - mmaction - INFO - Epoch [11][260/940] lr: 3.970e-01, eta: 1 day, 19:27:49, time: 0.946, data_time: 0.007, memory: 5015, top1_acc: 0.1377, top5_acc: 0.3375, loss_cls: 4.2349, loss: 4.2349, grad_norm: 0.8085 2020-07-28 04:53:19,903 - mmaction - INFO - Epoch [11][280/940] lr: 3.970e-01, eta: 1 day, 19:27:35, time: 0.998, data_time: 0.004, memory: 5015, top1_acc: 0.1361, top5_acc: 0.3469, loss_cls: 4.2515, loss: 4.2515, grad_norm: 0.8079 2020-07-28 04:53:38,602 - mmaction - INFO - Epoch [11][300/940] lr: 3.970e-01, eta: 1 day, 19:27:00, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.1365, top5_acc: 0.3373, loss_cls: 4.2434, loss: 4.2434, grad_norm: 0.8320 2020-07-28 04:53:58,237 - mmaction - INFO - Epoch [11][320/940] lr: 3.970e-01, eta: 1 day, 19:26:41, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.1414, top5_acc: 0.3434, loss_cls: 4.2377, loss: 4.2377, grad_norm: 0.8314 2020-07-28 04:54:17,900 - mmaction - INFO - Epoch [11][340/940] lr: 3.970e-01, eta: 1 day, 19:26:22, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1416, top5_acc: 0.3395, loss_cls: 4.2495, loss: 4.2495, grad_norm: 0.8362 2020-07-28 04:54:37,533 - mmaction - INFO - Epoch [11][360/940] lr: 3.970e-01, eta: 1 day, 19:26:03, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1395, top5_acc: 0.3369, loss_cls: 4.2622, loss: 4.2622, grad_norm: 0.8294 2020-07-28 04:54:56,784 - mmaction - INFO - Epoch [11][380/940] lr: 3.970e-01, eta: 1 day, 19:25:38, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.1336, top5_acc: 0.3316, loss_cls: 4.2894, loss: 4.2894, grad_norm: 0.8289 2020-07-28 04:55:17,188 - mmaction - INFO - Epoch [11][400/940] lr: 3.970e-01, eta: 1 day, 19:25:31, time: 1.020, data_time: 0.002, memory: 5015, top1_acc: 0.1523, top5_acc: 0.3428, loss_cls: 4.2347, loss: 4.2347, grad_norm: 0.8009 2020-07-28 04:55:36,269 - mmaction - INFO - Epoch [11][420/940] lr: 3.970e-01, eta: 1 day, 19:25:02, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1293, top5_acc: 0.3332, loss_cls: 4.3237, loss: 4.3237, grad_norm: 0.8348 2020-07-28 04:55:55,021 - mmaction - INFO - Epoch [11][440/940] lr: 3.970e-01, eta: 1 day, 19:24:29, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1412, top5_acc: 0.3361, loss_cls: 4.2585, loss: 4.2585, grad_norm: 0.8222 2020-07-28 04:56:14,639 - mmaction - INFO - Epoch [11][460/940] lr: 3.970e-01, eta: 1 day, 19:24:09, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.1459, top5_acc: 0.3563, loss_cls: 4.1713, loss: 4.1713, grad_norm: 0.8323 2020-07-28 04:56:34,202 - mmaction - INFO - Epoch [11][480/940] lr: 3.970e-01, eta: 1 day, 19:23:49, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1416, top5_acc: 0.3418, loss_cls: 4.2432, loss: 4.2432, grad_norm: 0.8345 2020-07-28 04:56:53,865 - mmaction - INFO - Epoch [11][500/940] lr: 3.970e-01, eta: 1 day, 19:23:30, time: 0.981, data_time: 0.004, memory: 5015, top1_acc: 0.1338, top5_acc: 0.3414, loss_cls: 4.2332, loss: 4.2332, grad_norm: 0.8407 2020-07-28 04:57:13,199 - mmaction - INFO - Epoch [11][520/940] lr: 3.970e-01, eta: 1 day, 19:23:06, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1428, top5_acc: 0.3385, loss_cls: 4.2533, loss: 4.2533, grad_norm: 0.8358 2020-07-28 04:57:32,461 - mmaction - INFO - Epoch [11][540/940] lr: 3.970e-01, eta: 1 day, 19:22:40, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1361, top5_acc: 0.3471, loss_cls: 4.2412, loss: 4.2412, grad_norm: 0.8122 2020-07-28 04:57:51,783 - mmaction - INFO - Epoch [11][560/940] lr: 3.970e-01, eta: 1 day, 19:22:17, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1451, top5_acc: 0.3398, loss_cls: 4.2213, loss: 4.2213, grad_norm: 0.8295 2020-07-28 04:58:11,013 - mmaction - INFO - Epoch [11][580/940] lr: 3.970e-01, eta: 1 day, 19:21:50, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1393, top5_acc: 0.3434, loss_cls: 4.2464, loss: 4.2464, grad_norm: 0.8254 2020-07-28 04:58:30,683 - mmaction - INFO - Epoch [11][600/940] lr: 3.970e-01, eta: 1 day, 19:21:32, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1363, top5_acc: 0.3375, loss_cls: 4.2618, loss: 4.2618, grad_norm: 0.8303 2020-07-28 04:58:50,319 - mmaction - INFO - Epoch [11][620/940] lr: 3.970e-01, eta: 1 day, 19:21:13, time: 0.982, data_time: 0.006, memory: 5015, top1_acc: 0.1447, top5_acc: 0.3400, loss_cls: 4.2463, loss: 4.2463, grad_norm: 0.8285 2020-07-28 04:59:09,607 - mmaction - INFO - Epoch [11][640/940] lr: 3.970e-01, eta: 1 day, 19:20:48, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.1414, top5_acc: 0.3391, loss_cls: 4.2582, loss: 4.2582, grad_norm: 0.7936 2020-07-28 04:59:29,293 - mmaction - INFO - Epoch [11][660/940] lr: 3.970e-01, eta: 1 day, 19:20:30, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1477, top5_acc: 0.3447, loss_cls: 4.2193, loss: 4.2193, grad_norm: 0.8325 2020-07-28 04:59:48,359 - mmaction - INFO - Epoch [11][680/940] lr: 3.970e-01, eta: 1 day, 19:20:02, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1324, top5_acc: 0.3348, loss_cls: 4.2419, loss: 4.2419, grad_norm: 0.8303 2020-07-28 05:00:11,710 - mmaction - INFO - Epoch [11][700/940] lr: 3.970e-01, eta: 1 day, 19:20:38, time: 1.157, data_time: 0.005, memory: 5015, top1_acc: 0.1391, top5_acc: 0.3420, loss_cls: 4.1954, loss: 4.1954, grad_norm: 0.8373 2020-07-28 05:00:30,604 - mmaction - INFO - Epoch [11][720/940] lr: 3.970e-01, eta: 1 day, 19:20:10, time: 0.955, data_time: 0.019, memory: 5015, top1_acc: 0.1377, top5_acc: 0.3340, loss_cls: 4.2936, loss: 4.2936, grad_norm: 0.8166 2020-07-28 05:00:50,001 - mmaction - INFO - Epoch [11][740/940] lr: 3.970e-01, eta: 1 day, 19:19:47, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1477, top5_acc: 0.3418, loss_cls: 4.2425, loss: 4.2425, grad_norm: 0.8303 2020-07-28 05:01:09,256 - mmaction - INFO - Epoch [11][760/940] lr: 3.970e-01, eta: 1 day, 19:19:22, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1332, top5_acc: 0.3367, loss_cls: 4.2633, loss: 4.2633, grad_norm: 0.8454 2020-07-28 05:01:27,845 - mmaction - INFO - Epoch [11][780/940] lr: 3.970e-01, eta: 1 day, 19:18:46, time: 0.929, data_time: 0.002, memory: 5015, top1_acc: 0.1473, top5_acc: 0.3449, loss_cls: 4.2101, loss: 4.2101, grad_norm: 0.8212 2020-07-28 05:01:47,832 - mmaction - INFO - Epoch [11][800/940] lr: 3.970e-01, eta: 1 day, 19:18:32, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1437, top5_acc: 0.3533, loss_cls: 4.2272, loss: 4.2272, grad_norm: 0.8493 2020-07-28 05:02:08,032 - mmaction - INFO - Epoch [11][820/940] lr: 3.970e-01, eta: 1 day, 19:18:22, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.1357, top5_acc: 0.3422, loss_cls: 4.2104, loss: 4.2104, grad_norm: 0.8451 2020-07-28 05:02:27,262 - mmaction - INFO - Epoch [11][840/940] lr: 3.970e-01, eta: 1 day, 19:17:56, time: 0.960, data_time: 0.004, memory: 5015, top1_acc: 0.1437, top5_acc: 0.3344, loss_cls: 4.2397, loss: 4.2397, grad_norm: 0.8482 2020-07-28 05:02:46,490 - mmaction - INFO - Epoch [11][860/940] lr: 3.970e-01, eta: 1 day, 19:17:31, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1354, top5_acc: 0.3395, loss_cls: 4.2601, loss: 4.2601, grad_norm: 0.8267 2020-07-28 05:03:06,312 - mmaction - INFO - Epoch [11][880/940] lr: 3.970e-01, eta: 1 day, 19:17:14, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1434, top5_acc: 0.3490, loss_cls: 4.2217, loss: 4.2217, grad_norm: 0.8255 2020-07-28 05:03:26,286 - mmaction - INFO - Epoch [11][900/940] lr: 3.970e-01, eta: 1 day, 19:17:01, time: 1.001, data_time: 0.006, memory: 5015, top1_acc: 0.1439, top5_acc: 0.3398, loss_cls: 4.2123, loss: 4.2123, grad_norm: 0.8473 2020-07-28 05:03:45,301 - mmaction - INFO - Epoch [11][920/940] lr: 3.970e-01, eta: 1 day, 19:16:31, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.1437, top5_acc: 0.3447, loss_cls: 4.2076, loss: 4.2076, grad_norm: 0.8486 2020-07-28 05:04:02,797 - mmaction - INFO - Epoch [11][940/940] lr: 3.970e-01, eta: 1 day, 19:15:40, time: 0.877, data_time: 0.005, memory: 5015, top1_acc: 0.1447, top5_acc: 0.3391, loss_cls: 4.2123, loss: 4.2123, grad_norm: 0.8295 2020-07-28 05:04:03,146 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-07-28 05:04:32,519 - mmaction - INFO - Epoch [12][20/940] lr: 3.963e-01, eta: 1 day, 19:17:26, time: 1.390, data_time: 0.458, memory: 5015, top1_acc: 0.1383, top5_acc: 0.3408, loss_cls: 4.2472, loss: 4.2472, grad_norm: 0.8439 2020-07-28 05:04:51,538 - mmaction - INFO - Epoch [12][40/940] lr: 3.963e-01, eta: 1 day, 19:16:58, time: 0.953, data_time: 0.004, memory: 5015, top1_acc: 0.1480, top5_acc: 0.3404, loss_cls: 4.1940, loss: 4.1940, grad_norm: 0.8321 2020-07-28 05:05:10,803 - mmaction - INFO - Epoch [12][60/940] lr: 3.963e-01, eta: 1 day, 19:16:32, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1533, top5_acc: 0.3523, loss_cls: 4.2058, loss: 4.2058, grad_norm: 0.8504 2020-07-28 05:05:30,139 - mmaction - INFO - Epoch [12][80/940] lr: 3.963e-01, eta: 1 day, 19:16:08, time: 0.967, data_time: 0.002, memory: 5015, top1_acc: 0.1551, top5_acc: 0.3580, loss_cls: 4.2029, loss: 4.2029, grad_norm: 0.8254 2020-07-28 05:05:50,208 - mmaction - INFO - Epoch [12][100/940] lr: 3.963e-01, eta: 1 day, 19:15:55, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1490, top5_acc: 0.3543, loss_cls: 4.2053, loss: 4.2053, grad_norm: 0.8396 2020-07-28 05:06:09,568 - mmaction - INFO - Epoch [12][120/940] lr: 3.963e-01, eta: 1 day, 19:15:32, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1344, top5_acc: 0.3342, loss_cls: 4.2634, loss: 4.2634, grad_norm: 0.8339 2020-07-28 05:06:28,811 - mmaction - INFO - Epoch [12][140/940] lr: 3.963e-01, eta: 1 day, 19:15:06, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1346, top5_acc: 0.3293, loss_cls: 4.2482, loss: 4.2482, grad_norm: 0.8443 2020-07-28 05:06:48,100 - mmaction - INFO - Epoch [12][160/940] lr: 3.963e-01, eta: 1 day, 19:14:42, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1432, top5_acc: 0.3430, loss_cls: 4.2162, loss: 4.2162, grad_norm: 0.8251 2020-07-28 05:07:07,977 - mmaction - INFO - Epoch [12][180/940] lr: 3.963e-01, eta: 1 day, 19:14:26, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1428, top5_acc: 0.3459, loss_cls: 4.2232, loss: 4.2232, grad_norm: 0.8329 2020-07-28 05:07:27,891 - mmaction - INFO - Epoch [12][200/940] lr: 3.963e-01, eta: 1 day, 19:14:11, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1516, top5_acc: 0.3508, loss_cls: 4.2197, loss: 4.2197, grad_norm: 0.8350 2020-07-28 05:07:47,503 - mmaction - INFO - Epoch [12][220/940] lr: 3.963e-01, eta: 1 day, 19:13:51, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1504, top5_acc: 0.3555, loss_cls: 4.1692, loss: 4.1692, grad_norm: 0.8280 2020-07-28 05:08:08,048 - mmaction - INFO - Epoch [12][240/940] lr: 3.963e-01, eta: 1 day, 19:13:46, time: 1.028, data_time: 0.005, memory: 5015, top1_acc: 0.1375, top5_acc: 0.3463, loss_cls: 4.2390, loss: 4.2390, grad_norm: 0.8504 2020-07-28 05:08:26,787 - mmaction - INFO - Epoch [12][260/940] lr: 3.963e-01, eta: 1 day, 19:13:12, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.1623, top5_acc: 0.3674, loss_cls: 4.1253, loss: 4.1253, grad_norm: 0.8451 2020-07-28 05:08:48,196 - mmaction - INFO - Epoch [12][280/940] lr: 3.963e-01, eta: 1 day, 19:13:20, time: 1.072, data_time: 0.005, memory: 5015, top1_acc: 0.1381, top5_acc: 0.3418, loss_cls: 4.2138, loss: 4.2138, grad_norm: 0.8474 2020-07-28 05:09:08,390 - mmaction - INFO - Epoch [12][300/940] lr: 3.963e-01, eta: 1 day, 19:13:09, time: 1.009, data_time: 0.004, memory: 5015, top1_acc: 0.1406, top5_acc: 0.3416, loss_cls: 4.2116, loss: 4.2116, grad_norm: 0.8443 2020-07-28 05:09:27,609 - mmaction - INFO - Epoch [12][320/940] lr: 3.963e-01, eta: 1 day, 19:12:43, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.1541, top5_acc: 0.3463, loss_cls: 4.2140, loss: 4.2140, grad_norm: 0.8525 2020-07-28 05:09:46,605 - mmaction - INFO - Epoch [12][340/940] lr: 3.963e-01, eta: 1 day, 19:12:13, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1490, top5_acc: 0.3453, loss_cls: 4.2509, loss: 4.2509, grad_norm: 0.8357 2020-07-28 05:10:06,316 - mmaction - INFO - Epoch [12][360/940] lr: 3.963e-01, eta: 1 day, 19:11:56, time: 0.989, data_time: 0.007, memory: 5015, top1_acc: 0.1414, top5_acc: 0.3455, loss_cls: 4.2196, loss: 4.2196, grad_norm: 0.8395 2020-07-28 05:10:26,307 - mmaction - INFO - Epoch [12][380/940] lr: 3.963e-01, eta: 1 day, 19:11:42, time: 0.999, data_time: 0.002, memory: 5015, top1_acc: 0.1449, top5_acc: 0.3477, loss_cls: 4.2207, loss: 4.2207, grad_norm: 0.8461 2020-07-28 05:10:46,098 - mmaction - INFO - Epoch [12][400/940] lr: 3.963e-01, eta: 1 day, 19:11:24, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1553, top5_acc: 0.3479, loss_cls: 4.1921, loss: 4.1921, grad_norm: 0.8557 2020-07-28 05:11:06,681 - mmaction - INFO - Epoch [12][420/940] lr: 3.963e-01, eta: 1 day, 19:11:19, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.1404, top5_acc: 0.3529, loss_cls: 4.2376, loss: 4.2376, grad_norm: 0.8459 2020-07-28 05:11:26,875 - mmaction - INFO - Epoch [12][440/940] lr: 3.963e-01, eta: 1 day, 19:11:07, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.1434, top5_acc: 0.3475, loss_cls: 4.2209, loss: 4.2209, grad_norm: 0.8352 2020-07-28 05:11:47,394 - mmaction - INFO - Epoch [12][460/940] lr: 3.963e-01, eta: 1 day, 19:11:01, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1451, top5_acc: 0.3438, loss_cls: 4.2204, loss: 4.2204, grad_norm: 0.8273 2020-07-28 05:12:06,575 - mmaction - INFO - Epoch [12][480/940] lr: 3.963e-01, eta: 1 day, 19:10:35, time: 0.959, data_time: 0.006, memory: 5015, top1_acc: 0.1381, top5_acc: 0.3387, loss_cls: 4.2240, loss: 4.2240, grad_norm: 0.8421 2020-07-28 05:12:26,282 - mmaction - INFO - Epoch [12][500/940] lr: 3.963e-01, eta: 1 day, 19:10:17, time: 0.985, data_time: 0.002, memory: 5015, top1_acc: 0.1492, top5_acc: 0.3654, loss_cls: 4.1673, loss: 4.1673, grad_norm: 0.8378 2020-07-28 05:12:45,128 - mmaction - INFO - Epoch [12][520/940] lr: 3.963e-01, eta: 1 day, 19:09:45, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1459, top5_acc: 0.3568, loss_cls: 4.1813, loss: 4.1813, grad_norm: 0.8538 2020-07-28 05:13:05,270 - mmaction - INFO - Epoch [12][540/940] lr: 3.963e-01, eta: 1 day, 19:09:33, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1480, top5_acc: 0.3572, loss_cls: 4.1719, loss: 4.1719, grad_norm: 0.8458 2020-07-28 05:13:25,789 - mmaction - INFO - Epoch [12][560/940] lr: 3.963e-01, eta: 1 day, 19:09:26, time: 1.026, data_time: 0.006, memory: 5015, top1_acc: 0.1416, top5_acc: 0.3508, loss_cls: 4.2069, loss: 4.2069, grad_norm: 0.8716 2020-07-28 05:13:45,575 - mmaction - INFO - Epoch [12][580/940] lr: 3.963e-01, eta: 1 day, 19:09:09, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.1539, top5_acc: 0.3516, loss_cls: 4.1695, loss: 4.1695, grad_norm: 0.8452 2020-07-28 05:14:05,549 - mmaction - INFO - Epoch [12][600/940] lr: 3.963e-01, eta: 1 day, 19:08:54, time: 0.997, data_time: 0.004, memory: 5015, top1_acc: 0.1404, top5_acc: 0.3375, loss_cls: 4.2016, loss: 4.2016, grad_norm: 0.8289 2020-07-28 05:14:25,381 - mmaction - INFO - Epoch [12][620/940] lr: 3.963e-01, eta: 1 day, 19:08:38, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1449, top5_acc: 0.3500, loss_cls: 4.2148, loss: 4.2148, grad_norm: 0.8287 2020-07-28 05:14:45,442 - mmaction - INFO - Epoch [12][640/940] lr: 3.963e-01, eta: 1 day, 19:08:24, time: 1.003, data_time: 0.002, memory: 5015, top1_acc: 0.1434, top5_acc: 0.3545, loss_cls: 4.1970, loss: 4.1970, grad_norm: 0.8371 2020-07-28 05:15:05,328 - mmaction - INFO - Epoch [12][660/940] lr: 3.963e-01, eta: 1 day, 19:08:08, time: 0.994, data_time: 0.006, memory: 5015, top1_acc: 0.1475, top5_acc: 0.3436, loss_cls: 4.2263, loss: 4.2263, grad_norm: 0.8353 2020-07-28 05:15:24,231 - mmaction - INFO - Epoch [12][680/940] lr: 3.963e-01, eta: 1 day, 19:07:38, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.1422, top5_acc: 0.3590, loss_cls: 4.1925, loss: 4.1925, grad_norm: 0.8377 2020-07-28 05:15:43,449 - mmaction - INFO - Epoch [12][700/940] lr: 3.963e-01, eta: 1 day, 19:07:12, time: 0.959, data_time: 0.006, memory: 5015, top1_acc: 0.1398, top5_acc: 0.3457, loss_cls: 4.2287, loss: 4.2287, grad_norm: 0.8278 2020-07-28 05:16:03,077 - mmaction - INFO - Epoch [12][720/940] lr: 3.963e-01, eta: 1 day, 19:06:53, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1414, top5_acc: 0.3447, loss_cls: 4.2380, loss: 4.2380, grad_norm: 0.8452 2020-07-28 05:16:22,699 - mmaction - INFO - Epoch [12][740/940] lr: 3.963e-01, eta: 1 day, 19:06:33, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1430, top5_acc: 0.3459, loss_cls: 4.2305, loss: 4.2305, grad_norm: 0.8423 2020-07-28 05:16:42,512 - mmaction - INFO - Epoch [12][760/940] lr: 3.963e-01, eta: 1 day, 19:06:16, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1465, top5_acc: 0.3529, loss_cls: 4.1953, loss: 4.1953, grad_norm: 0.8576 2020-07-28 05:17:01,526 - mmaction - INFO - Epoch [12][780/940] lr: 3.963e-01, eta: 1 day, 19:05:48, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.1482, top5_acc: 0.3551, loss_cls: 4.1731, loss: 4.1731, grad_norm: 0.8461 2020-07-28 05:17:21,215 - mmaction - INFO - Epoch [12][800/940] lr: 3.963e-01, eta: 1 day, 19:05:29, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1578, top5_acc: 0.3738, loss_cls: 4.1361, loss: 4.1361, grad_norm: 0.8811 2020-07-28 05:17:41,325 - mmaction - INFO - Epoch [12][820/940] lr: 3.963e-01, eta: 1 day, 19:05:16, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1426, top5_acc: 0.3375, loss_cls: 4.2180, loss: 4.2180, grad_norm: 0.8468 2020-07-28 05:18:02,225 - mmaction - INFO - Epoch [12][840/940] lr: 3.963e-01, eta: 1 day, 19:05:15, time: 1.046, data_time: 0.005, memory: 5015, top1_acc: 0.1492, top5_acc: 0.3568, loss_cls: 4.1839, loss: 4.1839, grad_norm: 0.8545 2020-07-28 05:18:20,833 - mmaction - INFO - Epoch [12][860/940] lr: 3.963e-01, eta: 1 day, 19:04:41, time: 0.931, data_time: 0.003, memory: 5015, top1_acc: 0.1555, top5_acc: 0.3594, loss_cls: 4.1656, loss: 4.1656, grad_norm: 0.8378 2020-07-28 05:18:40,348 - mmaction - INFO - Epoch [12][880/940] lr: 3.963e-01, eta: 1 day, 19:04:19, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.1447, top5_acc: 0.3502, loss_cls: 4.2181, loss: 4.2181, grad_norm: 0.8548 2020-07-28 05:18:59,807 - mmaction - INFO - Epoch [12][900/940] lr: 3.963e-01, eta: 1 day, 19:03:57, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1494, top5_acc: 0.3605, loss_cls: 4.1728, loss: 4.1728, grad_norm: 0.8516 2020-07-28 05:19:20,107 - mmaction - INFO - Epoch [12][920/940] lr: 3.963e-01, eta: 1 day, 19:03:47, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.1455, top5_acc: 0.3490, loss_cls: 4.1901, loss: 4.1901, grad_norm: 0.8479 2020-07-28 05:19:38,382 - mmaction - INFO - Epoch [12][940/940] lr: 3.963e-01, eta: 1 day, 19:03:09, time: 0.916, data_time: 0.005, memory: 5015, top1_acc: 0.1463, top5_acc: 0.3397, loss_cls: 4.1955, loss: 4.1955, grad_norm: 0.8592 2020-07-28 05:19:38,635 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-28 05:20:05,255 - mmaction - INFO - Epoch [13][20/940] lr: 3.956e-01, eta: 1 day, 19:04:05, time: 1.255, data_time: 0.326, memory: 5015, top1_acc: 0.1473, top5_acc: 0.3377, loss_cls: 4.2101, loss: 4.2101, grad_norm: 0.8602 2020-07-28 05:20:24,386 - mmaction - INFO - Epoch [13][40/940] lr: 3.956e-01, eta: 1 day, 19:03:39, time: 0.957, data_time: 0.002, memory: 5015, top1_acc: 0.1543, top5_acc: 0.3508, loss_cls: 4.1914, loss: 4.1914, grad_norm: 0.8519 2020-07-28 05:20:44,118 - mmaction - INFO - Epoch [13][60/940] lr: 3.956e-01, eta: 1 day, 19:03:20, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1463, top5_acc: 0.3598, loss_cls: 4.1700, loss: 4.1700, grad_norm: 0.8568 2020-07-28 05:21:03,814 - mmaction - INFO - Epoch [13][80/940] lr: 3.956e-01, eta: 1 day, 19:03:01, time: 0.983, data_time: 0.007, memory: 5015, top1_acc: 0.1469, top5_acc: 0.3543, loss_cls: 4.2191, loss: 4.2191, grad_norm: 0.8380 2020-07-28 05:21:23,340 - mmaction - INFO - Epoch [13][100/940] lr: 3.956e-01, eta: 1 day, 19:02:40, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1494, top5_acc: 0.3654, loss_cls: 4.1374, loss: 4.1374, grad_norm: 0.8623 2020-07-28 05:21:43,573 - mmaction - INFO - Epoch [13][120/940] lr: 3.956e-01, eta: 1 day, 19:02:28, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.1504, top5_acc: 0.3621, loss_cls: 4.1590, loss: 4.1590, grad_norm: 0.8558 2020-07-28 05:22:03,468 - mmaction - INFO - Epoch [13][140/940] lr: 3.956e-01, eta: 1 day, 19:02:13, time: 0.997, data_time: 0.006, memory: 5015, top1_acc: 0.1506, top5_acc: 0.3520, loss_cls: 4.1941, loss: 4.1941, grad_norm: 0.8583 2020-07-28 05:22:23,948 - mmaction - INFO - Epoch [13][160/940] lr: 3.956e-01, eta: 1 day, 19:02:04, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.1498, top5_acc: 0.3639, loss_cls: 4.1321, loss: 4.1321, grad_norm: 0.8508 2020-07-28 05:22:43,613 - mmaction - INFO - Epoch [13][180/940] lr: 3.956e-01, eta: 1 day, 19:01:45, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1420, top5_acc: 0.3443, loss_cls: 4.2105, loss: 4.2105, grad_norm: 0.8577 2020-07-28 05:23:03,136 - mmaction - INFO - Epoch [13][200/940] lr: 3.956e-01, eta: 1 day, 19:01:24, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.1506, top5_acc: 0.3549, loss_cls: 4.1804, loss: 4.1804, grad_norm: 0.8459 2020-07-28 05:23:23,146 - mmaction - INFO - Epoch [13][220/940] lr: 3.956e-01, eta: 1 day, 19:01:09, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1469, top5_acc: 0.3539, loss_cls: 4.1890, loss: 4.1890, grad_norm: 0.8572 2020-07-28 05:23:43,456 - mmaction - INFO - Epoch [13][240/940] lr: 3.956e-01, eta: 1 day, 19:00:59, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1463, top5_acc: 0.3510, loss_cls: 4.2053, loss: 4.2053, grad_norm: 0.8512 2020-07-28 05:24:03,309 - mmaction - INFO - Epoch [13][260/940] lr: 3.956e-01, eta: 1 day, 19:00:42, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1389, top5_acc: 0.3477, loss_cls: 4.2011, loss: 4.2011, grad_norm: 0.8562 2020-07-28 05:24:23,650 - mmaction - INFO - Epoch [13][280/940] lr: 3.956e-01, eta: 1 day, 19:00:32, time: 1.016, data_time: 0.004, memory: 5015, top1_acc: 0.1555, top5_acc: 0.3596, loss_cls: 4.1556, loss: 4.1556, grad_norm: 0.8502 2020-07-28 05:24:42,576 - mmaction - INFO - Epoch [13][300/940] lr: 3.956e-01, eta: 1 day, 19:00:03, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1453, top5_acc: 0.3557, loss_cls: 4.1849, loss: 4.1849, grad_norm: 0.8670 2020-07-28 05:25:01,590 - mmaction - INFO - Epoch [13][320/940] lr: 3.956e-01, eta: 1 day, 18:59:34, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1473, top5_acc: 0.3563, loss_cls: 4.1947, loss: 4.1947, grad_norm: 0.8513 2020-07-28 05:25:22,238 - mmaction - INFO - Epoch [13][340/940] lr: 3.956e-01, eta: 1 day, 18:59:28, time: 1.033, data_time: 0.006, memory: 5015, top1_acc: 0.1553, top5_acc: 0.3568, loss_cls: 4.1630, loss: 4.1630, grad_norm: 0.8553 2020-07-28 05:25:42,017 - mmaction - INFO - Epoch [13][360/940] lr: 3.956e-01, eta: 1 day, 18:59:10, time: 0.989, data_time: 0.007, memory: 5015, top1_acc: 0.1527, top5_acc: 0.3637, loss_cls: 4.1415, loss: 4.1415, grad_norm: 0.8523 2020-07-28 05:26:00,747 - mmaction - INFO - Epoch [13][380/940] lr: 3.956e-01, eta: 1 day, 18:58:39, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.1449, top5_acc: 0.3420, loss_cls: 4.2290, loss: 4.2290, grad_norm: 0.8520 2020-07-28 05:26:20,940 - mmaction - INFO - Epoch [13][400/940] lr: 3.956e-01, eta: 1 day, 18:58:26, time: 1.008, data_time: 0.004, memory: 5015, top1_acc: 0.1592, top5_acc: 0.3662, loss_cls: 4.1415, loss: 4.1415, grad_norm: 0.8587 2020-07-28 05:26:40,706 - mmaction - INFO - Epoch [13][420/940] lr: 3.956e-01, eta: 1 day, 18:58:09, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1510, top5_acc: 0.3498, loss_cls: 4.1868, loss: 4.1868, grad_norm: 0.8506 2020-07-28 05:27:00,080 - mmaction - INFO - Epoch [13][440/940] lr: 3.956e-01, eta: 1 day, 18:57:45, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1447, top5_acc: 0.3570, loss_cls: 4.1887, loss: 4.1887, grad_norm: 0.8739 2020-07-28 05:27:19,846 - mmaction - INFO - Epoch [13][460/940] lr: 3.956e-01, eta: 1 day, 18:57:27, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1500, top5_acc: 0.3609, loss_cls: 4.1508, loss: 4.1508, grad_norm: 0.8480 2020-07-28 05:27:41,155 - mmaction - INFO - Epoch [13][480/940] lr: 3.956e-01, eta: 1 day, 18:57:30, time: 1.064, data_time: 0.005, memory: 5015, top1_acc: 0.1510, top5_acc: 0.3523, loss_cls: 4.1912, loss: 4.1912, grad_norm: 0.8467 2020-07-28 05:28:00,844 - mmaction - INFO - Epoch [13][500/940] lr: 3.956e-01, eta: 1 day, 18:57:11, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1486, top5_acc: 0.3627, loss_cls: 4.1550, loss: 4.1550, grad_norm: 0.8657 2020-07-28 05:28:19,783 - mmaction - INFO - Epoch [13][520/940] lr: 3.956e-01, eta: 1 day, 18:56:41, time: 0.945, data_time: 0.004, memory: 5015, top1_acc: 0.1549, top5_acc: 0.3547, loss_cls: 4.1843, loss: 4.1843, grad_norm: 0.8464 2020-07-28 05:28:39,372 - mmaction - INFO - Epoch [13][540/940] lr: 3.956e-01, eta: 1 day, 18:56:21, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.1600, top5_acc: 0.3674, loss_cls: 4.1319, loss: 4.1319, grad_norm: 0.8581 2020-07-28 05:28:58,851 - mmaction - INFO - Epoch [13][560/940] lr: 3.956e-01, eta: 1 day, 18:55:59, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1436, top5_acc: 0.3418, loss_cls: 4.2110, loss: 4.2110, grad_norm: 0.8419 2020-07-28 05:29:18,505 - mmaction - INFO - Epoch [13][580/940] lr: 3.956e-01, eta: 1 day, 18:55:40, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1506, top5_acc: 0.3580, loss_cls: 4.1744, loss: 4.1744, grad_norm: 0.8594 2020-07-28 05:29:39,062 - mmaction - INFO - Epoch [13][600/940] lr: 3.956e-01, eta: 1 day, 18:55:32, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1516, top5_acc: 0.3545, loss_cls: 4.1589, loss: 4.1589, grad_norm: 0.8588 2020-07-28 05:29:58,267 - mmaction - INFO - Epoch [13][620/940] lr: 3.956e-01, eta: 1 day, 18:55:07, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1490, top5_acc: 0.3535, loss_cls: 4.1766, loss: 4.1766, grad_norm: 0.8572 2020-07-28 05:30:18,056 - mmaction - INFO - Epoch [13][640/940] lr: 3.956e-01, eta: 1 day, 18:54:49, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.1488, top5_acc: 0.3604, loss_cls: 4.1089, loss: 4.1089, grad_norm: 0.8648 2020-07-28 05:30:38,246 - mmaction - INFO - Epoch [13][660/940] lr: 3.956e-01, eta: 1 day, 18:54:37, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.1479, top5_acc: 0.3549, loss_cls: 4.1809, loss: 4.1809, grad_norm: 0.8533 2020-07-28 05:30:58,230 - mmaction - INFO - Epoch [13][680/940] lr: 3.956e-01, eta: 1 day, 18:54:22, time: 1.000, data_time: 0.004, memory: 5015, top1_acc: 0.1553, top5_acc: 0.3588, loss_cls: 4.1411, loss: 4.1411, grad_norm: 0.8541 2020-07-28 05:31:17,509 - mmaction - INFO - Epoch [13][700/940] lr: 3.956e-01, eta: 1 day, 18:53:57, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1617, top5_acc: 0.3660, loss_cls: 4.1436, loss: 4.1436, grad_norm: 0.8597 2020-07-28 05:31:38,054 - mmaction - INFO - Epoch [13][720/940] lr: 3.956e-01, eta: 1 day, 18:53:49, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1496, top5_acc: 0.3576, loss_cls: 4.2041, loss: 4.2041, grad_norm: 0.8769 2020-07-28 05:31:56,915 - mmaction - INFO - Epoch [13][740/940] lr: 3.956e-01, eta: 1 day, 18:53:19, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.1473, top5_acc: 0.3475, loss_cls: 4.2181, loss: 4.2181, grad_norm: 0.8816 2020-07-28 05:32:15,546 - mmaction - INFO - Epoch [13][760/940] lr: 3.956e-01, eta: 1 day, 18:52:46, time: 0.930, data_time: 0.004, memory: 5015, top1_acc: 0.1453, top5_acc: 0.3439, loss_cls: 4.2011, loss: 4.2011, grad_norm: 0.8443 2020-07-28 05:32:35,057 - mmaction - INFO - Epoch [13][780/940] lr: 3.956e-01, eta: 1 day, 18:52:25, time: 0.978, data_time: 0.006, memory: 5015, top1_acc: 0.1451, top5_acc: 0.3631, loss_cls: 4.1466, loss: 4.1466, grad_norm: 0.8457 2020-07-28 05:32:54,767 - mmaction - INFO - Epoch [13][800/940] lr: 3.956e-01, eta: 1 day, 18:52:06, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.1475, top5_acc: 0.3619, loss_cls: 4.1659, loss: 4.1659, grad_norm: 0.8793 2020-07-28 05:33:13,563 - mmaction - INFO - Epoch [13][820/940] lr: 3.956e-01, eta: 1 day, 18:51:35, time: 0.939, data_time: 0.004, memory: 5015, top1_acc: 0.1469, top5_acc: 0.3533, loss_cls: 4.1850, loss: 4.1850, grad_norm: 0.8622 2020-07-28 05:33:32,507 - mmaction - INFO - Epoch [13][840/940] lr: 3.956e-01, eta: 1 day, 18:51:07, time: 0.948, data_time: 0.004, memory: 5015, top1_acc: 0.1467, top5_acc: 0.3471, loss_cls: 4.2264, loss: 4.2264, grad_norm: 0.8646 2020-07-28 05:33:53,596 - mmaction - INFO - Epoch [13][860/940] lr: 3.956e-01, eta: 1 day, 18:51:05, time: 1.052, data_time: 0.005, memory: 5015, top1_acc: 0.1539, top5_acc: 0.3541, loss_cls: 4.1745, loss: 4.1745, grad_norm: 0.8588 2020-07-28 05:34:13,319 - mmaction - INFO - Epoch [13][880/940] lr: 3.956e-01, eta: 1 day, 18:50:47, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1598, top5_acc: 0.3607, loss_cls: 4.1557, loss: 4.1557, grad_norm: 0.8545 2020-07-28 05:34:32,154 - mmaction - INFO - Epoch [13][900/940] lr: 3.956e-01, eta: 1 day, 18:50:17, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1535, top5_acc: 0.3613, loss_cls: 4.1513, loss: 4.1513, grad_norm: 0.8600 2020-07-28 05:34:52,511 - mmaction - INFO - Epoch [13][920/940] lr: 3.956e-01, eta: 1 day, 18:50:07, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.1467, top5_acc: 0.3488, loss_cls: 4.2175, loss: 4.2175, grad_norm: 0.8641 2020-07-28 05:35:11,402 - mmaction - INFO - Epoch [13][940/940] lr: 3.956e-01, eta: 1 day, 18:49:37, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.1534, top5_acc: 0.3551, loss_cls: 4.1709, loss: 4.1709, grad_norm: 0.8778 2020-07-28 05:35:11,645 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-07-28 05:35:39,390 - mmaction - INFO - Epoch [14][20/940] lr: 3.949e-01, eta: 1 day, 18:50:22, time: 1.236, data_time: 0.243, memory: 5015, top1_acc: 0.1561, top5_acc: 0.3633, loss_cls: 4.1526, loss: 4.1526, grad_norm: 0.8604 2020-07-28 05:35:58,235 - mmaction - INFO - Epoch [14][40/940] lr: 3.949e-01, eta: 1 day, 18:49:52, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1494, top5_acc: 0.3666, loss_cls: 4.1284, loss: 4.1284, grad_norm: 0.8678 2020-07-28 05:36:18,074 - mmaction - INFO - Epoch [14][60/940] lr: 3.949e-01, eta: 1 day, 18:49:35, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1512, top5_acc: 0.3686, loss_cls: 4.1469, loss: 4.1469, grad_norm: 0.8608 2020-07-28 05:36:37,622 - mmaction - INFO - Epoch [14][80/940] lr: 3.949e-01, eta: 1 day, 18:49:14, time: 0.977, data_time: 0.002, memory: 5015, top1_acc: 0.1488, top5_acc: 0.3527, loss_cls: 4.1656, loss: 4.1656, grad_norm: 0.8660 2020-07-28 05:36:56,896 - mmaction - INFO - Epoch [14][100/940] lr: 3.949e-01, eta: 1 day, 18:48:49, time: 0.962, data_time: 0.004, memory: 5015, top1_acc: 0.1561, top5_acc: 0.3646, loss_cls: 4.1344, loss: 4.1344, grad_norm: 0.8578 2020-07-28 05:37:16,870 - mmaction - INFO - Epoch [14][120/940] lr: 3.949e-01, eta: 1 day, 18:48:34, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1508, top5_acc: 0.3596, loss_cls: 4.1271, loss: 4.1271, grad_norm: 0.8496 2020-07-28 05:37:36,607 - mmaction - INFO - Epoch [14][140/940] lr: 3.949e-01, eta: 1 day, 18:48:15, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.1520, top5_acc: 0.3596, loss_cls: 4.1542, loss: 4.1542, grad_norm: 0.8746 2020-07-28 05:37:57,338 - mmaction - INFO - Epoch [14][160/940] lr: 3.949e-01, eta: 1 day, 18:48:09, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.1574, top5_acc: 0.3750, loss_cls: 4.1333, loss: 4.1333, grad_norm: 0.8608 2020-07-28 05:38:16,557 - mmaction - INFO - Epoch [14][180/940] lr: 3.949e-01, eta: 1 day, 18:47:45, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1604, top5_acc: 0.3709, loss_cls: 4.1336, loss: 4.1336, grad_norm: 0.8859 2020-07-28 05:38:35,961 - mmaction - INFO - Epoch [14][200/940] lr: 3.949e-01, eta: 1 day, 18:47:21, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.1545, top5_acc: 0.3613, loss_cls: 4.1478, loss: 4.1478, grad_norm: 0.8603 2020-07-28 05:38:56,673 - mmaction - INFO - Epoch [14][220/940] lr: 3.949e-01, eta: 1 day, 18:47:15, time: 1.037, data_time: 0.005, memory: 5015, top1_acc: 0.1475, top5_acc: 0.3633, loss_cls: 4.1601, loss: 4.1601, grad_norm: 0.8790 2020-07-28 05:39:16,398 - mmaction - INFO - Epoch [14][240/940] lr: 3.949e-01, eta: 1 day, 18:46:56, time: 0.984, data_time: 0.006, memory: 5015, top1_acc: 0.1543, top5_acc: 0.3576, loss_cls: 4.1637, loss: 4.1637, grad_norm: 0.8578 2020-07-28 05:39:35,249 - mmaction - INFO - Epoch [14][260/940] lr: 3.949e-01, eta: 1 day, 18:46:27, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.1451, top5_acc: 0.3578, loss_cls: 4.1798, loss: 4.1798, grad_norm: 0.8564 2020-07-28 05:39:55,029 - mmaction - INFO - Epoch [14][280/940] lr: 3.949e-01, eta: 1 day, 18:46:09, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1504, top5_acc: 0.3660, loss_cls: 4.1594, loss: 4.1594, grad_norm: 0.8614 2020-07-28 05:40:14,581 - mmaction - INFO - Epoch [14][300/940] lr: 3.949e-01, eta: 1 day, 18:45:48, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1473, top5_acc: 0.3516, loss_cls: 4.1922, loss: 4.1922, grad_norm: 0.8443 2020-07-28 05:40:34,472 - mmaction - INFO - Epoch [14][320/940] lr: 3.949e-01, eta: 1 day, 18:45:31, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1486, top5_acc: 0.3539, loss_cls: 4.1843, loss: 4.1843, grad_norm: 0.8852 2020-07-28 05:40:54,228 - mmaction - INFO - Epoch [14][340/940] lr: 3.949e-01, eta: 1 day, 18:45:13, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1465, top5_acc: 0.3520, loss_cls: 4.1444, loss: 4.1444, grad_norm: 0.8586 2020-07-28 05:41:14,376 - mmaction - INFO - Epoch [14][360/940] lr: 3.949e-01, eta: 1 day, 18:44:59, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.1578, top5_acc: 0.3625, loss_cls: 4.1410, loss: 4.1410, grad_norm: 0.8799 2020-07-28 05:41:33,420 - mmaction - INFO - Epoch [14][380/940] lr: 3.949e-01, eta: 1 day, 18:44:32, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1494, top5_acc: 0.3650, loss_cls: 4.1436, loss: 4.1436, grad_norm: 0.8504 2020-07-28 05:41:53,329 - mmaction - INFO - Epoch [14][400/940] lr: 3.949e-01, eta: 1 day, 18:44:16, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1545, top5_acc: 0.3672, loss_cls: 4.1472, loss: 4.1472, grad_norm: 0.8726 2020-07-28 05:42:14,321 - mmaction - INFO - Epoch [14][420/940] lr: 3.949e-01, eta: 1 day, 18:44:13, time: 1.051, data_time: 0.005, memory: 5015, top1_acc: 0.1545, top5_acc: 0.3535, loss_cls: 4.1282, loss: 4.1282, grad_norm: 0.8446 2020-07-28 05:42:33,003 - mmaction - INFO - Epoch [14][440/940] lr: 3.949e-01, eta: 1 day, 18:43:41, time: 0.934, data_time: 0.002, memory: 5015, top1_acc: 0.1561, top5_acc: 0.3563, loss_cls: 4.1670, loss: 4.1670, grad_norm: 0.8598 2020-07-28 05:42:52,544 - mmaction - INFO - Epoch [14][460/940] lr: 3.949e-01, eta: 1 day, 18:43:20, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1500, top5_acc: 0.3586, loss_cls: 4.2089, loss: 4.2089, grad_norm: 0.8692 2020-07-28 05:43:11,556 - mmaction - INFO - Epoch [14][480/940] lr: 3.949e-01, eta: 1 day, 18:42:53, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1553, top5_acc: 0.3660, loss_cls: 4.1067, loss: 4.1067, grad_norm: 0.8796 2020-07-28 05:43:31,786 - mmaction - INFO - Epoch [14][500/940] lr: 3.949e-01, eta: 1 day, 18:42:39, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.1551, top5_acc: 0.3592, loss_cls: 4.1460, loss: 4.1460, grad_norm: 0.8575 2020-07-28 05:43:50,940 - mmaction - INFO - Epoch [14][520/940] lr: 3.949e-01, eta: 1 day, 18:42:14, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1496, top5_acc: 0.3549, loss_cls: 4.1462, loss: 4.1462, grad_norm: 0.8815 2020-07-28 05:44:11,476 - mmaction - INFO - Epoch [14][540/940] lr: 3.949e-01, eta: 1 day, 18:42:05, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.1479, top5_acc: 0.3551, loss_cls: 4.1710, loss: 4.1710, grad_norm: 0.8875 2020-07-28 05:44:31,490 - mmaction - INFO - Epoch [14][560/940] lr: 3.949e-01, eta: 1 day, 18:41:50, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.1512, top5_acc: 0.3473, loss_cls: 4.1912, loss: 4.1912, grad_norm: 0.8652 2020-07-28 05:44:49,972 - mmaction - INFO - Epoch [14][580/940] lr: 3.949e-01, eta: 1 day, 18:41:16, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.1529, top5_acc: 0.3600, loss_cls: 4.1700, loss: 4.1700, grad_norm: 0.8659 2020-07-28 05:45:09,206 - mmaction - INFO - Epoch [14][600/940] lr: 3.949e-01, eta: 1 day, 18:40:51, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1492, top5_acc: 0.3678, loss_cls: 4.1481, loss: 4.1481, grad_norm: 0.8612 2020-07-28 05:45:29,754 - mmaction - INFO - Epoch [14][620/940] lr: 3.949e-01, eta: 1 day, 18:40:43, time: 1.028, data_time: 0.002, memory: 5015, top1_acc: 0.1518, top5_acc: 0.3568, loss_cls: 4.1495, loss: 4.1495, grad_norm: 0.8795 2020-07-28 05:45:48,640 - mmaction - INFO - Epoch [14][640/940] lr: 3.949e-01, eta: 1 day, 18:40:14, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.1570, top5_acc: 0.3654, loss_cls: 4.1186, loss: 4.1186, grad_norm: 0.8658 2020-07-28 05:46:08,173 - mmaction - INFO - Epoch [14][660/940] lr: 3.949e-01, eta: 1 day, 18:39:52, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1480, top5_acc: 0.3516, loss_cls: 4.1839, loss: 4.1839, grad_norm: 0.8788 2020-07-28 05:46:27,059 - mmaction - INFO - Epoch [14][680/940] lr: 3.949e-01, eta: 1 day, 18:39:24, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1559, top5_acc: 0.3715, loss_cls: 4.1463, loss: 4.1463, grad_norm: 0.8783 2020-07-28 05:46:46,079 - mmaction - INFO - Epoch [14][700/940] lr: 3.949e-01, eta: 1 day, 18:38:56, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1604, top5_acc: 0.3564, loss_cls: 4.1675, loss: 4.1675, grad_norm: 0.8724 2020-07-28 05:47:05,742 - mmaction - INFO - Epoch [14][720/940] lr: 3.949e-01, eta: 1 day, 18:38:37, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1512, top5_acc: 0.3613, loss_cls: 4.1506, loss: 4.1506, grad_norm: 0.8688 2020-07-28 05:47:24,607 - mmaction - INFO - Epoch [14][740/940] lr: 3.949e-01, eta: 1 day, 18:38:07, time: 0.942, data_time: 0.006, memory: 5015, top1_acc: 0.1537, top5_acc: 0.3588, loss_cls: 4.1305, loss: 4.1305, grad_norm: 0.8562 2020-07-28 05:47:43,743 - mmaction - INFO - Epoch [14][760/940] lr: 3.949e-01, eta: 1 day, 18:37:42, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1549, top5_acc: 0.3652, loss_cls: 4.1589, loss: 4.1589, grad_norm: 0.8606 2020-07-28 05:48:03,303 - mmaction - INFO - Epoch [14][780/940] lr: 3.949e-01, eta: 1 day, 18:37:21, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1535, top5_acc: 0.3557, loss_cls: 4.1538, loss: 4.1538, grad_norm: 0.8528 2020-07-28 05:48:23,442 - mmaction - INFO - Epoch [14][800/940] lr: 3.949e-01, eta: 1 day, 18:37:08, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.1480, top5_acc: 0.3574, loss_cls: 4.1649, loss: 4.1649, grad_norm: 0.8704 2020-07-28 05:48:42,341 - mmaction - INFO - Epoch [14][820/940] lr: 3.949e-01, eta: 1 day, 18:36:39, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.1477, top5_acc: 0.3531, loss_cls: 4.1868, loss: 4.1868, grad_norm: 0.8525 2020-07-28 05:49:02,129 - mmaction - INFO - Epoch [14][840/940] lr: 3.949e-01, eta: 1 day, 18:36:21, time: 0.991, data_time: 0.006, memory: 5015, top1_acc: 0.1621, top5_acc: 0.3688, loss_cls: 4.1170, loss: 4.1170, grad_norm: 0.8731 2020-07-28 05:49:21,285 - mmaction - INFO - Epoch [14][860/940] lr: 3.949e-01, eta: 1 day, 18:35:55, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1514, top5_acc: 0.3576, loss_cls: 4.1571, loss: 4.1571, grad_norm: 0.8585 2020-07-28 05:49:40,346 - mmaction - INFO - Epoch [14][880/940] lr: 3.949e-01, eta: 1 day, 18:35:29, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.1477, top5_acc: 0.3637, loss_cls: 4.1533, loss: 4.1533, grad_norm: 0.8818 2020-07-28 05:49:59,558 - mmaction - INFO - Epoch [14][900/940] lr: 3.949e-01, eta: 1 day, 18:35:04, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1527, top5_acc: 0.3504, loss_cls: 4.1513, loss: 4.1513, grad_norm: 0.8509 2020-07-28 05:50:18,917 - mmaction - INFO - Epoch [14][920/940] lr: 3.949e-01, eta: 1 day, 18:34:41, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1639, top5_acc: 0.3645, loss_cls: 4.1156, loss: 4.1156, grad_norm: 0.8695 2020-07-28 05:50:37,408 - mmaction - INFO - Epoch [14][940/940] lr: 3.949e-01, eta: 1 day, 18:34:07, time: 0.922, data_time: 0.004, memory: 5015, top1_acc: 0.1524, top5_acc: 0.3531, loss_cls: 4.1653, loss: 4.1653, grad_norm: 0.8781 2020-07-28 05:50:37,718 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-28 05:51:03,764 - mmaction - INFO - Epoch [15][20/940] lr: 3.941e-01, eta: 1 day, 18:34:45, time: 1.223, data_time: 0.327, memory: 5015, top1_acc: 0.1510, top5_acc: 0.3633, loss_cls: 4.1204, loss: 4.1204, grad_norm: 0.8755 2020-07-28 05:51:22,869 - mmaction - INFO - Epoch [15][40/940] lr: 3.941e-01, eta: 1 day, 18:34:18, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1582, top5_acc: 0.3605, loss_cls: 4.1383, loss: 4.1383, grad_norm: 0.8651 2020-07-28 05:51:42,055 - mmaction - INFO - Epoch [15][60/940] lr: 3.941e-01, eta: 1 day, 18:33:54, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1600, top5_acc: 0.3779, loss_cls: 4.1102, loss: 4.1102, grad_norm: 0.8775 2020-07-28 05:52:01,119 - mmaction - INFO - Epoch [15][80/940] lr: 3.941e-01, eta: 1 day, 18:33:27, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1557, top5_acc: 0.3758, loss_cls: 4.0870, loss: 4.0870, grad_norm: 0.8779 2020-07-28 05:52:20,591 - mmaction - INFO - Epoch [15][100/940] lr: 3.941e-01, eta: 1 day, 18:33:05, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1648, top5_acc: 0.3672, loss_cls: 4.1095, loss: 4.1095, grad_norm: 0.8829 2020-07-28 05:52:39,769 - mmaction - INFO - Epoch [15][120/940] lr: 3.941e-01, eta: 1 day, 18:32:40, time: 0.959, data_time: 0.006, memory: 5015, top1_acc: 0.1496, top5_acc: 0.3648, loss_cls: 4.1561, loss: 4.1561, grad_norm: 0.8648 2020-07-28 05:52:58,256 - mmaction - INFO - Epoch [15][140/940] lr: 3.941e-01, eta: 1 day, 18:32:07, time: 0.923, data_time: 0.002, memory: 5015, top1_acc: 0.1598, top5_acc: 0.3771, loss_cls: 4.1015, loss: 4.1015, grad_norm: 0.8873 2020-07-28 05:53:17,879 - mmaction - INFO - Epoch [15][160/940] lr: 3.941e-01, eta: 1 day, 18:31:47, time: 0.981, data_time: 0.006, memory: 5015, top1_acc: 0.1572, top5_acc: 0.3791, loss_cls: 4.1036, loss: 4.1036, grad_norm: 0.8920 2020-07-28 05:53:37,211 - mmaction - INFO - Epoch [15][180/940] lr: 3.941e-01, eta: 1 day, 18:31:24, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1561, top5_acc: 0.3607, loss_cls: 4.1503, loss: 4.1503, grad_norm: 0.8855 2020-07-28 05:53:56,862 - mmaction - INFO - Epoch [15][200/940] lr: 3.941e-01, eta: 1 day, 18:31:04, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.1545, top5_acc: 0.3555, loss_cls: 4.1686, loss: 4.1686, grad_norm: 0.8730 2020-07-28 05:54:15,703 - mmaction - INFO - Epoch [15][220/940] lr: 3.941e-01, eta: 1 day, 18:30:35, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1557, top5_acc: 0.3682, loss_cls: 4.1308, loss: 4.1308, grad_norm: 0.8777 2020-07-28 05:54:36,356 - mmaction - INFO - Epoch [15][240/940] lr: 3.941e-01, eta: 1 day, 18:30:27, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.1637, top5_acc: 0.3717, loss_cls: 4.1029, loss: 4.1029, grad_norm: 0.8830 2020-07-28 05:54:55,116 - mmaction - INFO - Epoch [15][260/940] lr: 3.941e-01, eta: 1 day, 18:29:57, time: 0.936, data_time: 0.004, memory: 5015, top1_acc: 0.1615, top5_acc: 0.3750, loss_cls: 4.1097, loss: 4.1097, grad_norm: 0.8752 2020-07-28 05:55:14,407 - mmaction - INFO - Epoch [15][280/940] lr: 3.941e-01, eta: 1 day, 18:29:34, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1582, top5_acc: 0.3684, loss_cls: 4.1068, loss: 4.1068, grad_norm: 0.8968 2020-07-28 05:55:34,417 - mmaction - INFO - Epoch [15][300/940] lr: 3.941e-01, eta: 1 day, 18:29:18, time: 0.999, data_time: 0.004, memory: 5015, top1_acc: 0.1525, top5_acc: 0.3658, loss_cls: 4.1469, loss: 4.1469, grad_norm: 0.8893 2020-07-28 05:55:54,413 - mmaction - INFO - Epoch [15][320/940] lr: 3.941e-01, eta: 1 day, 18:29:03, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1625, top5_acc: 0.3660, loss_cls: 4.1221, loss: 4.1221, grad_norm: 0.8864 2020-07-28 05:56:15,059 - mmaction - INFO - Epoch [15][340/940] lr: 3.941e-01, eta: 1 day, 18:28:54, time: 1.030, data_time: 0.006, memory: 5015, top1_acc: 0.1543, top5_acc: 0.3705, loss_cls: 4.1421, loss: 4.1421, grad_norm: 0.8798 2020-07-28 05:56:34,211 - mmaction - INFO - Epoch [15][360/940] lr: 3.941e-01, eta: 1 day, 18:28:29, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.1570, top5_acc: 0.3736, loss_cls: 4.1373, loss: 4.1373, grad_norm: 0.8665 2020-07-28 05:56:54,040 - mmaction - INFO - Epoch [15][380/940] lr: 3.941e-01, eta: 1 day, 18:28:11, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1674, top5_acc: 0.3666, loss_cls: 4.0932, loss: 4.0932, grad_norm: 0.8789 2020-07-28 05:57:13,621 - mmaction - INFO - Epoch [15][400/940] lr: 3.941e-01, eta: 1 day, 18:27:51, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.1549, top5_acc: 0.3697, loss_cls: 4.1063, loss: 4.1063, grad_norm: 0.8917 2020-07-28 05:57:33,566 - mmaction - INFO - Epoch [15][420/940] lr: 3.941e-01, eta: 1 day, 18:27:35, time: 0.995, data_time: 0.004, memory: 5015, top1_acc: 0.1611, top5_acc: 0.3633, loss_cls: 4.1274, loss: 4.1274, grad_norm: 0.8853 2020-07-28 05:57:52,941 - mmaction - INFO - Epoch [15][440/940] lr: 3.941e-01, eta: 1 day, 18:27:12, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1607, top5_acc: 0.3734, loss_cls: 4.0788, loss: 4.0788, grad_norm: 0.8834 2020-07-28 05:58:12,918 - mmaction - INFO - Epoch [15][460/940] lr: 3.941e-01, eta: 1 day, 18:26:56, time: 0.998, data_time: 0.006, memory: 5015, top1_acc: 0.1564, top5_acc: 0.3742, loss_cls: 4.1071, loss: 4.1071, grad_norm: 0.8952 2020-07-28 05:58:32,170 - mmaction - INFO - Epoch [15][480/940] lr: 3.941e-01, eta: 1 day, 18:26:33, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1562, top5_acc: 0.3723, loss_cls: 4.0993, loss: 4.0993, grad_norm: 0.8849 2020-07-28 05:58:51,981 - mmaction - INFO - Epoch [15][500/940] lr: 3.941e-01, eta: 1 day, 18:26:14, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1729, top5_acc: 0.3801, loss_cls: 4.0985, loss: 4.0985, grad_norm: 0.8711 2020-07-28 05:59:10,659 - mmaction - INFO - Epoch [15][520/940] lr: 3.941e-01, eta: 1 day, 18:25:44, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.1506, top5_acc: 0.3584, loss_cls: 4.1232, loss: 4.1232, grad_norm: 0.8772 2020-07-28 05:59:29,308 - mmaction - INFO - Epoch [15][540/940] lr: 3.941e-01, eta: 1 day, 18:25:13, time: 0.931, data_time: 0.004, memory: 5015, top1_acc: 0.1543, top5_acc: 0.3520, loss_cls: 4.1411, loss: 4.1411, grad_norm: 0.8859 2020-07-28 05:59:48,375 - mmaction - INFO - Epoch [15][560/940] lr: 3.941e-01, eta: 1 day, 18:24:47, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1678, top5_acc: 0.3777, loss_cls: 4.0882, loss: 4.0882, grad_norm: 0.8847 2020-07-28 06:00:14,268 - mmaction - INFO - Epoch [15][580/940] lr: 3.941e-01, eta: 1 day, 18:25:37, time: 1.288, data_time: 0.005, memory: 5015, top1_acc: 0.1566, top5_acc: 0.3605, loss_cls: 4.1405, loss: 4.1405, grad_norm: 0.8934 2020-07-28 06:00:32,934 - mmaction - INFO - Epoch [15][600/940] lr: 3.941e-01, eta: 1 day, 18:25:07, time: 0.940, data_time: 0.013, memory: 5015, top1_acc: 0.1582, top5_acc: 0.3678, loss_cls: 4.1242, loss: 4.1242, grad_norm: 0.8710 2020-07-28 06:00:51,494 - mmaction - INFO - Epoch [15][620/940] lr: 3.941e-01, eta: 1 day, 18:24:35, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.1584, top5_acc: 0.3691, loss_cls: 4.1091, loss: 4.1091, grad_norm: 0.9056 2020-07-28 06:01:10,960 - mmaction - INFO - Epoch [15][640/940] lr: 3.941e-01, eta: 1 day, 18:24:14, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.1521, top5_acc: 0.3684, loss_cls: 4.1158, loss: 4.1158, grad_norm: 0.8898 2020-07-28 06:01:30,725 - mmaction - INFO - Epoch [15][660/940] lr: 3.941e-01, eta: 1 day, 18:23:55, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1588, top5_acc: 0.3645, loss_cls: 4.1363, loss: 4.1363, grad_norm: 0.8901 2020-07-28 06:01:49,828 - mmaction - INFO - Epoch [15][680/940] lr: 3.941e-01, eta: 1 day, 18:23:30, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1564, top5_acc: 0.3686, loss_cls: 4.1375, loss: 4.1375, grad_norm: 0.8960 2020-07-28 06:02:08,844 - mmaction - INFO - Epoch [15][700/940] lr: 3.941e-01, eta: 1 day, 18:23:03, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1510, top5_acc: 0.3738, loss_cls: 4.1185, loss: 4.1185, grad_norm: 0.8995 2020-07-28 06:02:28,946 - mmaction - INFO - Epoch [15][720/940] lr: 3.941e-01, eta: 1 day, 18:22:49, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1572, top5_acc: 0.3652, loss_cls: 4.1352, loss: 4.1352, grad_norm: 0.8771 2020-07-28 06:02:47,291 - mmaction - INFO - Epoch [15][740/940] lr: 3.941e-01, eta: 1 day, 18:22:14, time: 0.915, data_time: 0.005, memory: 5015, top1_acc: 0.1619, top5_acc: 0.3715, loss_cls: 4.1265, loss: 4.1265, grad_norm: 0.8744 2020-07-28 06:03:07,275 - mmaction - INFO - Epoch [15][760/940] lr: 3.941e-01, eta: 1 day, 18:21:58, time: 1.001, data_time: 0.007, memory: 5015, top1_acc: 0.1656, top5_acc: 0.3781, loss_cls: 4.0752, loss: 4.0752, grad_norm: 0.8806 2020-07-28 06:03:26,523 - mmaction - INFO - Epoch [15][780/940] lr: 3.941e-01, eta: 1 day, 18:21:34, time: 0.962, data_time: 0.002, memory: 5015, top1_acc: 0.1605, top5_acc: 0.3635, loss_cls: 4.1510, loss: 4.1510, grad_norm: 0.8822 2020-07-28 06:03:46,141 - mmaction - INFO - Epoch [15][800/940] lr: 3.941e-01, eta: 1 day, 18:21:14, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.1594, top5_acc: 0.3670, loss_cls: 4.1340, loss: 4.1340, grad_norm: 0.8870 2020-07-28 06:04:05,673 - mmaction - INFO - Epoch [15][820/940] lr: 3.941e-01, eta: 1 day, 18:20:54, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1660, top5_acc: 0.3742, loss_cls: 4.1135, loss: 4.1135, grad_norm: 0.8871 2020-07-28 06:04:24,536 - mmaction - INFO - Epoch [15][840/940] lr: 3.941e-01, eta: 1 day, 18:20:25, time: 0.941, data_time: 0.004, memory: 5015, top1_acc: 0.1631, top5_acc: 0.3576, loss_cls: 4.1476, loss: 4.1476, grad_norm: 0.8800 2020-07-28 06:04:43,266 - mmaction - INFO - Epoch [15][860/940] lr: 3.941e-01, eta: 1 day, 18:19:55, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.1561, top5_acc: 0.3793, loss_cls: 4.0940, loss: 4.0940, grad_norm: 0.8797 2020-07-28 06:05:02,864 - mmaction - INFO - Epoch [15][880/940] lr: 3.941e-01, eta: 1 day, 18:19:35, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1568, top5_acc: 0.3723, loss_cls: 4.1380, loss: 4.1380, grad_norm: 0.8820 2020-07-28 06:05:21,555 - mmaction - INFO - Epoch [15][900/940] lr: 3.941e-01, eta: 1 day, 18:19:05, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.1621, top5_acc: 0.3658, loss_cls: 4.1229, loss: 4.1229, grad_norm: 0.8853 2020-07-28 06:05:40,370 - mmaction - INFO - Epoch [15][920/940] lr: 3.941e-01, eta: 1 day, 18:18:36, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1562, top5_acc: 0.3674, loss_cls: 4.1033, loss: 4.1033, grad_norm: 0.8978 2020-07-28 06:05:58,643 - mmaction - INFO - Epoch [15][940/940] lr: 3.941e-01, eta: 1 day, 18:18:02, time: 0.915, data_time: 0.005, memory: 5015, top1_acc: 0.1573, top5_acc: 0.3685, loss_cls: 4.0964, loss: 4.0964, grad_norm: 0.8760 2020-07-28 06:05:58,895 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-28 06:06:27,947 - mmaction - INFO - Epoch [16][20/940] lr: 3.932e-01, eta: 1 day, 18:18:52, time: 1.301, data_time: 0.392, memory: 5015, top1_acc: 0.1580, top5_acc: 0.3666, loss_cls: 4.1112, loss: 4.1112, grad_norm: 0.8847 2020-07-28 06:06:47,048 - mmaction - INFO - Epoch [16][40/940] lr: 3.932e-01, eta: 1 day, 18:18:27, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.1646, top5_acc: 0.3779, loss_cls: 4.0918, loss: 4.0918, grad_norm: 0.8863 2020-07-28 06:07:05,320 - mmaction - INFO - Epoch [16][60/940] lr: 3.932e-01, eta: 1 day, 18:17:52, time: 0.912, data_time: 0.005, memory: 5015, top1_acc: 0.1639, top5_acc: 0.3654, loss_cls: 4.1283, loss: 4.1283, grad_norm: 0.8857 2020-07-28 06:07:24,562 - mmaction - INFO - Epoch [16][80/940] lr: 3.932e-01, eta: 1 day, 18:17:28, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1625, top5_acc: 0.3699, loss_cls: 4.1159, loss: 4.1159, grad_norm: 0.8863 2020-07-28 06:07:44,600 - mmaction - INFO - Epoch [16][100/940] lr: 3.932e-01, eta: 1 day, 18:17:12, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1543, top5_acc: 0.3652, loss_cls: 4.1342, loss: 4.1342, grad_norm: 0.8853 2020-07-28 06:08:04,081 - mmaction - INFO - Epoch [16][120/940] lr: 3.932e-01, eta: 1 day, 18:16:51, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1541, top5_acc: 0.3668, loss_cls: 4.1075, loss: 4.1075, grad_norm: 0.8804 2020-07-28 06:08:23,176 - mmaction - INFO - Epoch [16][140/940] lr: 3.932e-01, eta: 1 day, 18:16:25, time: 0.952, data_time: 0.004, memory: 5015, top1_acc: 0.1545, top5_acc: 0.3777, loss_cls: 4.0884, loss: 4.0884, grad_norm: 0.8815 2020-07-28 06:08:42,668 - mmaction - INFO - Epoch [16][160/940] lr: 3.932e-01, eta: 1 day, 18:16:04, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.1623, top5_acc: 0.3637, loss_cls: 4.1374, loss: 4.1374, grad_norm: 0.9057 2020-07-28 06:09:01,495 - mmaction - INFO - Epoch [16][180/940] lr: 3.932e-01, eta: 1 day, 18:15:36, time: 0.940, data_time: 0.004, memory: 5015, top1_acc: 0.1637, top5_acc: 0.3627, loss_cls: 4.1094, loss: 4.1094, grad_norm: 0.8799 2020-07-28 06:09:20,600 - mmaction - INFO - Epoch [16][200/940] lr: 3.932e-01, eta: 1 day, 18:15:11, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.1596, top5_acc: 0.3658, loss_cls: 4.1273, loss: 4.1273, grad_norm: 0.8738 2020-07-28 06:09:40,155 - mmaction - INFO - Epoch [16][220/940] lr: 3.932e-01, eta: 1 day, 18:14:50, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1666, top5_acc: 0.3842, loss_cls: 4.0901, loss: 4.0901, grad_norm: 0.8922 2020-07-28 06:09:59,144 - mmaction - INFO - Epoch [16][240/940] lr: 3.932e-01, eta: 1 day, 18:14:23, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.1709, top5_acc: 0.3789, loss_cls: 4.0390, loss: 4.0390, grad_norm: 0.8937 2020-07-28 06:10:18,610 - mmaction - INFO - Epoch [16][260/940] lr: 3.932e-01, eta: 1 day, 18:14:01, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.1557, top5_acc: 0.3639, loss_cls: 4.1110, loss: 4.1110, grad_norm: 0.9001 2020-07-28 06:10:38,109 - mmaction - INFO - Epoch [16][280/940] lr: 3.932e-01, eta: 1 day, 18:13:41, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1590, top5_acc: 0.3768, loss_cls: 4.1005, loss: 4.1005, grad_norm: 0.8964 2020-07-28 06:10:57,827 - mmaction - INFO - Epoch [16][300/940] lr: 3.932e-01, eta: 1 day, 18:13:21, time: 0.984, data_time: 0.004, memory: 5015, top1_acc: 0.1535, top5_acc: 0.3682, loss_cls: 4.1368, loss: 4.1368, grad_norm: 0.8934 2020-07-28 06:11:16,974 - mmaction - INFO - Epoch [16][320/940] lr: 3.932e-01, eta: 1 day, 18:12:57, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1686, top5_acc: 0.3799, loss_cls: 4.0671, loss: 4.0671, grad_norm: 0.8856 2020-07-28 06:11:35,586 - mmaction - INFO - Epoch [16][340/940] lr: 3.932e-01, eta: 1 day, 18:12:26, time: 0.929, data_time: 0.004, memory: 5015, top1_acc: 0.1703, top5_acc: 0.3811, loss_cls: 4.0540, loss: 4.0540, grad_norm: 0.8951 2020-07-28 06:11:55,635 - mmaction - INFO - Epoch [16][360/940] lr: 3.932e-01, eta: 1 day, 18:12:11, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1666, top5_acc: 0.3676, loss_cls: 4.1024, loss: 4.1024, grad_norm: 0.8948 2020-07-28 06:12:15,279 - mmaction - INFO - Epoch [16][380/940] lr: 3.932e-01, eta: 1 day, 18:11:51, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.1590, top5_acc: 0.3707, loss_cls: 4.1186, loss: 4.1186, grad_norm: 0.8828 2020-07-28 06:12:34,605 - mmaction - INFO - Epoch [16][400/940] lr: 3.932e-01, eta: 1 day, 18:11:28, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.1615, top5_acc: 0.3742, loss_cls: 4.0919, loss: 4.0919, grad_norm: 0.9083 2020-07-28 06:12:54,010 - mmaction - INFO - Epoch [16][420/940] lr: 3.932e-01, eta: 1 day, 18:11:06, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1619, top5_acc: 0.3689, loss_cls: 4.0975, loss: 4.0975, grad_norm: 0.8844 2020-07-28 06:13:13,027 - mmaction - INFO - Epoch [16][440/940] lr: 3.932e-01, eta: 1 day, 18:10:40, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1672, top5_acc: 0.3789, loss_cls: 4.0745, loss: 4.0745, grad_norm: 0.8907 2020-07-28 06:13:32,673 - mmaction - INFO - Epoch [16][460/940] lr: 3.932e-01, eta: 1 day, 18:10:21, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1691, top5_acc: 0.3846, loss_cls: 4.0814, loss: 4.0814, grad_norm: 0.9041 2020-07-28 06:13:51,983 - mmaction - INFO - Epoch [16][480/940] lr: 3.932e-01, eta: 1 day, 18:09:58, time: 0.965, data_time: 0.003, memory: 5015, top1_acc: 0.1717, top5_acc: 0.3805, loss_cls: 4.0342, loss: 4.0342, grad_norm: 0.8996 2020-07-28 06:14:11,259 - mmaction - INFO - Epoch [16][500/940] lr: 3.932e-01, eta: 1 day, 18:09:34, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1617, top5_acc: 0.3803, loss_cls: 4.0854, loss: 4.0854, grad_norm: 0.9146 2020-07-28 06:14:30,911 - mmaction - INFO - Epoch [16][520/940] lr: 3.932e-01, eta: 1 day, 18:09:15, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1555, top5_acc: 0.3650, loss_cls: 4.1251, loss: 4.1251, grad_norm: 0.8763 2020-07-28 06:14:50,974 - mmaction - INFO - Epoch [16][540/940] lr: 3.932e-01, eta: 1 day, 18:08:59, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1619, top5_acc: 0.3695, loss_cls: 4.1268, loss: 4.1268, grad_norm: 0.8930 2020-07-28 06:15:10,154 - mmaction - INFO - Epoch [16][560/940] lr: 3.932e-01, eta: 1 day, 18:08:35, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1572, top5_acc: 0.3553, loss_cls: 4.1291, loss: 4.1291, grad_norm: 0.8957 2020-07-28 06:15:29,343 - mmaction - INFO - Epoch [16][580/940] lr: 3.932e-01, eta: 1 day, 18:08:11, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.1598, top5_acc: 0.3744, loss_cls: 4.0937, loss: 4.0937, grad_norm: 0.8744 2020-07-28 06:15:48,347 - mmaction - INFO - Epoch [16][600/940] lr: 3.932e-01, eta: 1 day, 18:07:44, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.1592, top5_acc: 0.3590, loss_cls: 4.1700, loss: 4.1700, grad_norm: 0.8913 2020-07-28 06:16:08,636 - mmaction - INFO - Epoch [16][620/940] lr: 3.932e-01, eta: 1 day, 18:07:32, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1629, top5_acc: 0.3807, loss_cls: 4.0665, loss: 4.0665, grad_norm: 0.8970 2020-07-28 06:16:27,491 - mmaction - INFO - Epoch [16][640/940] lr: 3.932e-01, eta: 1 day, 18:07:04, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.1635, top5_acc: 0.3840, loss_cls: 4.0966, loss: 4.0966, grad_norm: 0.8945 2020-07-28 06:16:47,470 - mmaction - INFO - Epoch [16][660/940] lr: 3.932e-01, eta: 1 day, 18:06:48, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1652, top5_acc: 0.3787, loss_cls: 4.0796, loss: 4.0796, grad_norm: 0.8910 2020-07-28 06:17:07,983 - mmaction - INFO - Epoch [16][680/940] lr: 3.932e-01, eta: 1 day, 18:06:38, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1623, top5_acc: 0.3734, loss_cls: 4.0669, loss: 4.0669, grad_norm: 0.9013 2020-07-28 06:17:27,523 - mmaction - INFO - Epoch [16][700/940] lr: 3.932e-01, eta: 1 day, 18:06:17, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.1619, top5_acc: 0.3703, loss_cls: 4.0995, loss: 4.0995, grad_norm: 0.9194 2020-07-28 06:17:46,645 - mmaction - INFO - Epoch [16][720/940] lr: 3.932e-01, eta: 1 day, 18:05:52, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.1576, top5_acc: 0.3691, loss_cls: 4.1240, loss: 4.1240, grad_norm: 0.8790 2020-07-28 06:18:06,216 - mmaction - INFO - Epoch [16][740/940] lr: 3.932e-01, eta: 1 day, 18:05:31, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1719, top5_acc: 0.3910, loss_cls: 4.0550, loss: 4.0550, grad_norm: 0.8958 2020-07-28 06:18:25,592 - mmaction - INFO - Epoch [16][760/940] lr: 3.932e-01, eta: 1 day, 18:05:09, time: 0.971, data_time: 0.006, memory: 5015, top1_acc: 0.1609, top5_acc: 0.3691, loss_cls: 4.1076, loss: 4.1076, grad_norm: 0.8849 2020-07-28 06:18:45,194 - mmaction - INFO - Epoch [16][780/940] lr: 3.932e-01, eta: 1 day, 18:04:49, time: 0.978, data_time: 0.004, memory: 5015, top1_acc: 0.1682, top5_acc: 0.3873, loss_cls: 4.0534, loss: 4.0534, grad_norm: 0.8918 2020-07-28 06:19:04,860 - mmaction - INFO - Epoch [16][800/940] lr: 3.932e-01, eta: 1 day, 18:04:30, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1574, top5_acc: 0.3814, loss_cls: 4.0825, loss: 4.0825, grad_norm: 0.8935 2020-07-28 06:19:23,815 - mmaction - INFO - Epoch [16][820/940] lr: 3.932e-01, eta: 1 day, 18:04:03, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1662, top5_acc: 0.3803, loss_cls: 4.0649, loss: 4.0649, grad_norm: 0.8979 2020-07-28 06:19:43,668 - mmaction - INFO - Epoch [16][840/940] lr: 3.932e-01, eta: 1 day, 18:03:46, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1559, top5_acc: 0.3736, loss_cls: 4.0841, loss: 4.0841, grad_norm: 0.9100 2020-07-28 06:20:03,760 - mmaction - INFO - Epoch [16][860/940] lr: 3.932e-01, eta: 1 day, 18:03:31, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1627, top5_acc: 0.3750, loss_cls: 4.0959, loss: 4.0959, grad_norm: 0.9135 2020-07-28 06:20:22,954 - mmaction - INFO - Epoch [16][880/940] lr: 3.932e-01, eta: 1 day, 18:03:07, time: 0.960, data_time: 0.002, memory: 5015, top1_acc: 0.1590, top5_acc: 0.3717, loss_cls: 4.1031, loss: 4.1031, grad_norm: 0.8957 2020-07-28 06:20:42,841 - mmaction - INFO - Epoch [16][900/940] lr: 3.932e-01, eta: 1 day, 18:02:50, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1637, top5_acc: 0.3746, loss_cls: 4.0877, loss: 4.0877, grad_norm: 0.8870 2020-07-28 06:21:02,199 - mmaction - INFO - Epoch [16][920/940] lr: 3.932e-01, eta: 1 day, 18:02:28, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1617, top5_acc: 0.3723, loss_cls: 4.1077, loss: 4.1077, grad_norm: 0.8970 2020-07-28 06:21:19,957 - mmaction - INFO - Epoch [16][940/940] lr: 3.932e-01, eta: 1 day, 18:01:49, time: 0.888, data_time: 0.002, memory: 5015, top1_acc: 0.1573, top5_acc: 0.3770, loss_cls: 4.0986, loss: 4.0986, grad_norm: 0.9095 2020-07-28 06:21:20,214 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-28 06:21:46,473 - mmaction - INFO - Epoch [17][20/940] lr: 3.923e-01, eta: 1 day, 18:02:11, time: 1.187, data_time: 0.279, memory: 5015, top1_acc: 0.1658, top5_acc: 0.3709, loss_cls: 4.0982, loss: 4.0982, grad_norm: 0.9103 2020-07-28 06:22:05,300 - mmaction - INFO - Epoch [17][40/940] lr: 3.923e-01, eta: 1 day, 18:01:43, time: 0.941, data_time: 0.002, memory: 5015, top1_acc: 0.1574, top5_acc: 0.3652, loss_cls: 4.1294, loss: 4.1294, grad_norm: 0.8767 2020-07-28 06:22:24,772 - mmaction - INFO - Epoch [17][60/940] lr: 3.923e-01, eta: 1 day, 18:01:22, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1617, top5_acc: 0.3834, loss_cls: 4.0313, loss: 4.0313, grad_norm: 0.9167 2020-07-28 06:22:44,391 - mmaction - INFO - Epoch [17][80/940] lr: 3.923e-01, eta: 1 day, 18:01:02, time: 0.981, data_time: 0.002, memory: 5015, top1_acc: 0.1689, top5_acc: 0.3791, loss_cls: 4.0747, loss: 4.0747, grad_norm: 0.8829 2020-07-28 06:23:03,945 - mmaction - INFO - Epoch [17][100/940] lr: 3.923e-01, eta: 1 day, 18:00:41, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1664, top5_acc: 0.3850, loss_cls: 4.0709, loss: 4.0709, grad_norm: 0.9096 2020-07-28 06:23:23,791 - mmaction - INFO - Epoch [17][120/940] lr: 3.923e-01, eta: 1 day, 18:00:24, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1648, top5_acc: 0.3781, loss_cls: 4.0805, loss: 4.0805, grad_norm: 0.8776 2020-07-28 06:23:43,578 - mmaction - INFO - Epoch [17][140/940] lr: 3.923e-01, eta: 1 day, 18:00:06, time: 0.988, data_time: 0.004, memory: 5015, top1_acc: 0.1646, top5_acc: 0.3811, loss_cls: 4.0541, loss: 4.0541, grad_norm: 0.9010 2020-07-28 06:24:02,802 - mmaction - INFO - Epoch [17][160/940] lr: 3.923e-01, eta: 1 day, 17:59:42, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1670, top5_acc: 0.3895, loss_cls: 4.0407, loss: 4.0407, grad_norm: 0.8840 2020-07-28 06:24:23,065 - mmaction - INFO - Epoch [17][180/940] lr: 3.923e-01, eta: 1 day, 17:59:29, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.1643, top5_acc: 0.3809, loss_cls: 4.0908, loss: 4.0908, grad_norm: 0.8862 2020-07-28 06:24:43,141 - mmaction - INFO - Epoch [17][200/940] lr: 3.923e-01, eta: 1 day, 17:59:14, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.1611, top5_acc: 0.3846, loss_cls: 4.0767, loss: 4.0767, grad_norm: 0.9108 2020-07-28 06:25:03,409 - mmaction - INFO - Epoch [17][220/940] lr: 3.923e-01, eta: 1 day, 17:59:01, time: 1.013, data_time: 0.004, memory: 5015, top1_acc: 0.1771, top5_acc: 0.3982, loss_cls: 3.9977, loss: 3.9977, grad_norm: 0.8874 2020-07-28 06:25:22,575 - mmaction - INFO - Epoch [17][240/940] lr: 3.923e-01, eta: 1 day, 17:58:36, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.1686, top5_acc: 0.3832, loss_cls: 4.0569, loss: 4.0569, grad_norm: 0.9056 2020-07-28 06:25:41,536 - mmaction - INFO - Epoch [17][260/940] lr: 3.923e-01, eta: 1 day, 17:58:10, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1605, top5_acc: 0.3762, loss_cls: 4.1078, loss: 4.1078, grad_norm: 0.8850 2020-07-28 06:26:01,010 - mmaction - INFO - Epoch [17][280/940] lr: 3.923e-01, eta: 1 day, 17:57:49, time: 0.976, data_time: 0.006, memory: 5015, top1_acc: 0.1637, top5_acc: 0.3713, loss_cls: 4.1116, loss: 4.1116, grad_norm: 0.9314 2020-07-28 06:26:22,032 - mmaction - INFO - Epoch [17][300/940] lr: 3.923e-01, eta: 1 day, 17:57:43, time: 1.049, data_time: 0.005, memory: 5015, top1_acc: 0.1588, top5_acc: 0.3840, loss_cls: 4.0377, loss: 4.0377, grad_norm: 0.9061 2020-07-28 06:26:41,365 - mmaction - INFO - Epoch [17][320/940] lr: 3.923e-01, eta: 1 day, 17:57:20, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1646, top5_acc: 0.3744, loss_cls: 4.1192, loss: 4.1192, grad_norm: 0.9006 2020-07-28 06:27:01,580 - mmaction - INFO - Epoch [17][340/940] lr: 3.923e-01, eta: 1 day, 17:57:06, time: 1.010, data_time: 0.006, memory: 5015, top1_acc: 0.1564, top5_acc: 0.3871, loss_cls: 4.0651, loss: 4.0651, grad_norm: 0.9287 2020-07-28 06:27:21,205 - mmaction - INFO - Epoch [17][360/940] lr: 3.923e-01, eta: 1 day, 17:56:47, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1676, top5_acc: 0.3707, loss_cls: 4.1091, loss: 4.1091, grad_norm: 0.9011 2020-07-28 06:27:39,994 - mmaction - INFO - Epoch [17][380/940] lr: 3.923e-01, eta: 1 day, 17:56:18, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.1746, top5_acc: 0.3869, loss_cls: 4.0141, loss: 4.0141, grad_norm: 0.9116 2020-07-28 06:28:00,022 - mmaction - INFO - Epoch [17][400/940] lr: 3.923e-01, eta: 1 day, 17:56:03, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.1686, top5_acc: 0.3768, loss_cls: 4.0680, loss: 4.0680, grad_norm: 0.8965 2020-07-28 06:28:20,269 - mmaction - INFO - Epoch [17][420/940] lr: 3.923e-01, eta: 1 day, 17:55:49, time: 1.010, data_time: 0.004, memory: 5015, top1_acc: 0.1697, top5_acc: 0.3852, loss_cls: 4.0326, loss: 4.0326, grad_norm: 0.9084 2020-07-28 06:28:39,581 - mmaction - INFO - Epoch [17][440/940] lr: 3.923e-01, eta: 1 day, 17:55:26, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1631, top5_acc: 0.3703, loss_cls: 4.1029, loss: 4.1029, grad_norm: 0.8941 2020-07-28 06:28:59,972 - mmaction - INFO - Epoch [17][460/940] lr: 3.923e-01, eta: 1 day, 17:55:14, time: 1.018, data_time: 0.005, memory: 5015, top1_acc: 0.1656, top5_acc: 0.3721, loss_cls: 4.1122, loss: 4.1122, grad_norm: 0.8976 2020-07-28 06:29:20,212 - mmaction - INFO - Epoch [17][480/940] lr: 3.923e-01, eta: 1 day, 17:55:01, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1617, top5_acc: 0.3789, loss_cls: 4.0976, loss: 4.0976, grad_norm: 0.8844 2020-07-28 06:29:41,119 - mmaction - INFO - Epoch [17][500/940] lr: 3.923e-01, eta: 1 day, 17:54:53, time: 1.043, data_time: 0.004, memory: 5015, top1_acc: 0.1703, top5_acc: 0.3830, loss_cls: 4.0554, loss: 4.0554, grad_norm: 0.8995 2020-07-28 06:30:01,201 - mmaction - INFO - Epoch [17][520/940] lr: 3.923e-01, eta: 1 day, 17:54:38, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.1576, top5_acc: 0.3807, loss_cls: 4.0785, loss: 4.0785, grad_norm: 0.9002 2020-07-28 06:30:21,318 - mmaction - INFO - Epoch [17][540/940] lr: 3.923e-01, eta: 1 day, 17:54:23, time: 1.007, data_time: 0.004, memory: 5015, top1_acc: 0.1719, top5_acc: 0.3834, loss_cls: 4.0799, loss: 4.0799, grad_norm: 0.8988 2020-07-28 06:30:40,565 - mmaction - INFO - Epoch [17][560/940] lr: 3.923e-01, eta: 1 day, 17:53:59, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1605, top5_acc: 0.3867, loss_cls: 4.0444, loss: 4.0444, grad_norm: 0.9090 2020-07-28 06:31:00,186 - mmaction - INFO - Epoch [17][580/940] lr: 3.923e-01, eta: 1 day, 17:53:40, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1537, top5_acc: 0.3762, loss_cls: 4.0605, loss: 4.0605, grad_norm: 0.9026 2020-07-28 06:31:20,488 - mmaction - INFO - Epoch [17][600/940] lr: 3.923e-01, eta: 1 day, 17:53:26, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1748, top5_acc: 0.3857, loss_cls: 4.0411, loss: 4.0411, grad_norm: 0.8787 2020-07-28 06:31:41,065 - mmaction - INFO - Epoch [17][620/940] lr: 3.923e-01, eta: 1 day, 17:53:16, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.1650, top5_acc: 0.3758, loss_cls: 4.0904, loss: 4.0904, grad_norm: 0.9140 2020-07-28 06:32:00,116 - mmaction - INFO - Epoch [17][640/940] lr: 3.923e-01, eta: 1 day, 17:52:51, time: 0.953, data_time: 0.002, memory: 5015, top1_acc: 0.1596, top5_acc: 0.3738, loss_cls: 4.0832, loss: 4.0832, grad_norm: 0.8929 2020-07-28 06:32:19,232 - mmaction - INFO - Epoch [17][660/940] lr: 3.923e-01, eta: 1 day, 17:52:26, time: 0.956, data_time: 0.002, memory: 5015, top1_acc: 0.1705, top5_acc: 0.3789, loss_cls: 4.0697, loss: 4.0697, grad_norm: 0.9150 2020-07-28 06:32:39,618 - mmaction - INFO - Epoch [17][680/940] lr: 3.923e-01, eta: 1 day, 17:52:13, time: 1.018, data_time: 0.005, memory: 5015, top1_acc: 0.1670, top5_acc: 0.3801, loss_cls: 4.0490, loss: 4.0490, grad_norm: 0.9099 2020-07-28 06:32:59,287 - mmaction - INFO - Epoch [17][700/940] lr: 3.923e-01, eta: 1 day, 17:51:54, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1613, top5_acc: 0.3857, loss_cls: 4.0380, loss: 4.0380, grad_norm: 0.9343 2020-07-28 06:33:18,863 - mmaction - INFO - Epoch [17][720/940] lr: 3.923e-01, eta: 1 day, 17:51:34, time: 0.977, data_time: 0.004, memory: 5015, top1_acc: 0.1535, top5_acc: 0.3682, loss_cls: 4.1152, loss: 4.1152, grad_norm: 0.8977 2020-07-28 06:33:38,699 - mmaction - INFO - Epoch [17][740/940] lr: 3.923e-01, eta: 1 day, 17:51:16, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1623, top5_acc: 0.3730, loss_cls: 4.0890, loss: 4.0890, grad_norm: 0.9018 2020-07-28 06:33:57,394 - mmaction - INFO - Epoch [17][760/940] lr: 3.923e-01, eta: 1 day, 17:50:47, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.1693, top5_acc: 0.3879, loss_cls: 4.0269, loss: 4.0269, grad_norm: 0.9177 2020-07-28 06:34:16,187 - mmaction - INFO - Epoch [17][780/940] lr: 3.923e-01, eta: 1 day, 17:50:19, time: 0.938, data_time: 0.004, memory: 5015, top1_acc: 0.1471, top5_acc: 0.3625, loss_cls: 4.1352, loss: 4.1352, grad_norm: 0.9089 2020-07-28 06:34:36,762 - mmaction - INFO - Epoch [17][800/940] lr: 3.923e-01, eta: 1 day, 17:50:09, time: 1.030, data_time: 0.005, memory: 5015, top1_acc: 0.1734, top5_acc: 0.3785, loss_cls: 4.0474, loss: 4.0474, grad_norm: 0.8866 2020-07-28 06:34:56,612 - mmaction - INFO - Epoch [17][820/940] lr: 3.923e-01, eta: 1 day, 17:49:51, time: 0.990, data_time: 0.006, memory: 5015, top1_acc: 0.1719, top5_acc: 0.3867, loss_cls: 4.0586, loss: 4.0586, grad_norm: 0.8952 2020-07-28 06:35:16,000 - mmaction - INFO - Epoch [17][840/940] lr: 3.923e-01, eta: 1 day, 17:49:29, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1596, top5_acc: 0.3781, loss_cls: 4.1177, loss: 4.1177, grad_norm: 0.8919 2020-07-28 06:35:35,032 - mmaction - INFO - Epoch [17][860/940] lr: 3.923e-01, eta: 1 day, 17:49:03, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1670, top5_acc: 0.3865, loss_cls: 4.0499, loss: 4.0499, grad_norm: 0.9089 2020-07-28 06:35:55,309 - mmaction - INFO - Epoch [17][880/940] lr: 3.923e-01, eta: 1 day, 17:48:50, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.1611, top5_acc: 0.3799, loss_cls: 4.1092, loss: 4.1092, grad_norm: 0.8966 2020-07-28 06:36:14,884 - mmaction - INFO - Epoch [17][900/940] lr: 3.923e-01, eta: 1 day, 17:48:30, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.1619, top5_acc: 0.3676, loss_cls: 4.0929, loss: 4.0929, grad_norm: 0.9071 2020-07-28 06:36:34,034 - mmaction - INFO - Epoch [17][920/940] lr: 3.923e-01, eta: 1 day, 17:48:05, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1686, top5_acc: 0.3818, loss_cls: 4.0643, loss: 4.0643, grad_norm: 0.9212 2020-07-28 06:36:52,680 - mmaction - INFO - Epoch [17][940/940] lr: 3.923e-01, eta: 1 day, 17:47:36, time: 0.931, data_time: 0.006, memory: 5015, top1_acc: 0.1747, top5_acc: 0.3866, loss_cls: 4.0451, loss: 4.0451, grad_norm: 0.9052 2020-07-28 06:36:52,985 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-07-28 06:37:19,421 - mmaction - INFO - Epoch [18][20/940] lr: 3.913e-01, eta: 1 day, 17:47:59, time: 1.205, data_time: 0.289, memory: 5015, top1_acc: 0.1592, top5_acc: 0.3697, loss_cls: 4.0993, loss: 4.0993, grad_norm: 0.9044 2020-07-28 06:37:39,940 - mmaction - INFO - Epoch [18][40/940] lr: 3.913e-01, eta: 1 day, 17:47:47, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.1705, top5_acc: 0.3896, loss_cls: 4.0229, loss: 4.0229, grad_norm: 0.9087 2020-07-28 06:37:59,176 - mmaction - INFO - Epoch [18][60/940] lr: 3.913e-01, eta: 1 day, 17:47:24, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.1676, top5_acc: 0.3850, loss_cls: 4.0474, loss: 4.0474, grad_norm: 0.9219 2020-07-28 06:38:18,436 - mmaction - INFO - Epoch [18][80/940] lr: 3.913e-01, eta: 1 day, 17:47:00, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1789, top5_acc: 0.3867, loss_cls: 4.0123, loss: 4.0123, grad_norm: 0.9232 2020-07-28 06:38:37,920 - mmaction - INFO - Epoch [18][100/940] lr: 3.913e-01, eta: 1 day, 17:46:40, time: 0.976, data_time: 0.006, memory: 5015, top1_acc: 0.1730, top5_acc: 0.3908, loss_cls: 4.0071, loss: 4.0071, grad_norm: 0.9312 2020-07-28 06:38:56,729 - mmaction - INFO - Epoch [18][120/940] lr: 3.913e-01, eta: 1 day, 17:46:12, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1637, top5_acc: 0.3779, loss_cls: 4.0766, loss: 4.0766, grad_norm: 0.9103 2020-07-28 06:39:16,423 - mmaction - INFO - Epoch [18][140/940] lr: 3.913e-01, eta: 1 day, 17:45:53, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1691, top5_acc: 0.3727, loss_cls: 4.1017, loss: 4.1017, grad_norm: 0.9228 2020-07-28 06:39:35,585 - mmaction - INFO - Epoch [18][160/940] lr: 3.913e-01, eta: 1 day, 17:45:28, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1635, top5_acc: 0.3826, loss_cls: 4.0687, loss: 4.0687, grad_norm: 0.8918 2020-07-28 06:39:54,855 - mmaction - INFO - Epoch [18][180/940] lr: 3.913e-01, eta: 1 day, 17:45:05, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.1748, top5_acc: 0.3918, loss_cls: 4.0162, loss: 4.0162, grad_norm: 0.9076 2020-07-28 06:40:14,965 - mmaction - INFO - Epoch [18][200/940] lr: 3.913e-01, eta: 1 day, 17:44:50, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1689, top5_acc: 0.3980, loss_cls: 4.0242, loss: 4.0242, grad_norm: 0.9317 2020-07-28 06:40:35,411 - mmaction - INFO - Epoch [18][220/940] lr: 3.913e-01, eta: 1 day, 17:44:38, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.1699, top5_acc: 0.3787, loss_cls: 4.0393, loss: 4.0393, grad_norm: 0.9281 2020-07-28 06:40:56,001 - mmaction - INFO - Epoch [18][240/940] lr: 3.913e-01, eta: 1 day, 17:44:27, time: 1.028, data_time: 0.005, memory: 5015, top1_acc: 0.1652, top5_acc: 0.3791, loss_cls: 4.0568, loss: 4.0568, grad_norm: 0.9040 2020-07-28 06:41:14,764 - mmaction - INFO - Epoch [18][260/940] lr: 3.913e-01, eta: 1 day, 17:44:00, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1760, top5_acc: 0.3893, loss_cls: 4.0254, loss: 4.0254, grad_norm: 0.9069 2020-07-28 06:41:35,294 - mmaction - INFO - Epoch [18][280/940] lr: 3.913e-01, eta: 1 day, 17:43:48, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.1662, top5_acc: 0.3809, loss_cls: 4.0656, loss: 4.0656, grad_norm: 0.9142 2020-07-28 06:41:56,073 - mmaction - INFO - Epoch [18][300/940] lr: 3.913e-01, eta: 1 day, 17:43:39, time: 1.039, data_time: 0.005, memory: 5015, top1_acc: 0.1715, top5_acc: 0.3838, loss_cls: 4.0776, loss: 4.0776, grad_norm: 0.9238 2020-07-28 06:42:16,144 - mmaction - INFO - Epoch [18][320/940] lr: 3.913e-01, eta: 1 day, 17:43:23, time: 1.003, data_time: 0.007, memory: 5015, top1_acc: 0.1713, top5_acc: 0.3857, loss_cls: 4.0288, loss: 4.0288, grad_norm: 0.9204 2020-07-28 06:42:35,141 - mmaction - INFO - Epoch [18][340/940] lr: 3.913e-01, eta: 1 day, 17:42:58, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1738, top5_acc: 0.3797, loss_cls: 4.0764, loss: 4.0764, grad_norm: 0.9166 2020-07-28 06:42:54,997 - mmaction - INFO - Epoch [18][360/940] lr: 3.913e-01, eta: 1 day, 17:42:40, time: 0.993, data_time: 0.002, memory: 5015, top1_acc: 0.1666, top5_acc: 0.3814, loss_cls: 4.0423, loss: 4.0423, grad_norm: 0.9183 2020-07-28 06:43:15,315 - mmaction - INFO - Epoch [18][380/940] lr: 3.913e-01, eta: 1 day, 17:42:26, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1672, top5_acc: 0.3814, loss_cls: 4.0878, loss: 4.0878, grad_norm: 0.9130 2020-07-28 06:43:34,465 - mmaction - INFO - Epoch [18][400/940] lr: 3.913e-01, eta: 1 day, 17:42:02, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1787, top5_acc: 0.3955, loss_cls: 4.0027, loss: 4.0027, grad_norm: 0.9204 2020-07-28 06:43:54,977 - mmaction - INFO - Epoch [18][420/940] lr: 3.913e-01, eta: 1 day, 17:41:51, time: 1.026, data_time: 0.002, memory: 5015, top1_acc: 0.1693, top5_acc: 0.3738, loss_cls: 4.0695, loss: 4.0695, grad_norm: 0.9081 2020-07-28 06:44:14,840 - mmaction - INFO - Epoch [18][440/940] lr: 3.913e-01, eta: 1 day, 17:41:33, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1668, top5_acc: 0.3859, loss_cls: 4.0781, loss: 4.0781, grad_norm: 0.8944 2020-07-28 06:44:34,083 - mmaction - INFO - Epoch [18][460/940] lr: 3.913e-01, eta: 1 day, 17:41:10, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1646, top5_acc: 0.3814, loss_cls: 4.0696, loss: 4.0696, grad_norm: 0.9107 2020-07-28 06:44:53,062 - mmaction - INFO - Epoch [18][480/940] lr: 3.913e-01, eta: 1 day, 17:40:44, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1650, top5_acc: 0.3729, loss_cls: 4.1128, loss: 4.1128, grad_norm: 0.9061 2020-07-28 06:45:12,766 - mmaction - INFO - Epoch [18][500/940] lr: 3.913e-01, eta: 1 day, 17:40:25, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1656, top5_acc: 0.3830, loss_cls: 4.0381, loss: 4.0381, grad_norm: 0.9263 2020-07-28 06:45:32,237 - mmaction - INFO - Epoch [18][520/940] lr: 3.913e-01, eta: 1 day, 17:40:03, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.1656, top5_acc: 0.3875, loss_cls: 4.0616, loss: 4.0616, grad_norm: 0.9068 2020-07-28 06:45:51,684 - mmaction - INFO - Epoch [18][540/940] lr: 3.913e-01, eta: 1 day, 17:39:42, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1707, top5_acc: 0.3889, loss_cls: 4.0435, loss: 4.0435, grad_norm: 0.9163 2020-07-28 06:46:11,844 - mmaction - INFO - Epoch [18][560/940] lr: 3.913e-01, eta: 1 day, 17:39:27, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1729, top5_acc: 0.3986, loss_cls: 4.0143, loss: 4.0143, grad_norm: 0.9119 2020-07-28 06:46:31,363 - mmaction - INFO - Epoch [18][580/940] lr: 3.913e-01, eta: 1 day, 17:39:06, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1623, top5_acc: 0.3760, loss_cls: 4.0843, loss: 4.0843, grad_norm: 0.9158 2020-07-28 06:46:51,265 - mmaction - INFO - Epoch [18][600/940] lr: 3.913e-01, eta: 1 day, 17:38:49, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1619, top5_acc: 0.3781, loss_cls: 4.0741, loss: 4.0741, grad_norm: 0.9268 2020-07-28 06:47:10,990 - mmaction - INFO - Epoch [18][620/940] lr: 3.913e-01, eta: 1 day, 17:38:30, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1609, top5_acc: 0.3838, loss_cls: 4.0448, loss: 4.0448, grad_norm: 0.9090 2020-07-28 06:47:30,755 - mmaction - INFO - Epoch [18][640/940] lr: 3.913e-01, eta: 1 day, 17:38:11, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.1652, top5_acc: 0.3852, loss_cls: 4.0291, loss: 4.0291, grad_norm: 0.9176 2020-07-28 06:47:50,034 - mmaction - INFO - Epoch [18][660/940] lr: 3.913e-01, eta: 1 day, 17:37:48, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1660, top5_acc: 0.3805, loss_cls: 4.0632, loss: 4.0632, grad_norm: 0.9298 2020-07-28 06:48:09,592 - mmaction - INFO - Epoch [18][680/940] lr: 3.913e-01, eta: 1 day, 17:37:28, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1672, top5_acc: 0.3770, loss_cls: 4.0557, loss: 4.0557, grad_norm: 0.9315 2020-07-28 06:48:29,767 - mmaction - INFO - Epoch [18][700/940] lr: 3.913e-01, eta: 1 day, 17:37:13, time: 1.009, data_time: 0.002, memory: 5015, top1_acc: 0.1629, top5_acc: 0.3811, loss_cls: 4.0613, loss: 4.0613, grad_norm: 0.9064 2020-07-28 06:48:49,331 - mmaction - INFO - Epoch [18][720/940] lr: 3.913e-01, eta: 1 day, 17:36:53, time: 0.977, data_time: 0.004, memory: 5015, top1_acc: 0.1699, top5_acc: 0.3924, loss_cls: 4.0379, loss: 4.0379, grad_norm: 0.9089 2020-07-28 06:49:09,446 - mmaction - INFO - Epoch [18][740/940] lr: 3.913e-01, eta: 1 day, 17:36:37, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1689, top5_acc: 0.3859, loss_cls: 4.0165, loss: 4.0165, grad_norm: 0.9010 2020-07-28 06:49:28,599 - mmaction - INFO - Epoch [18][760/940] lr: 3.913e-01, eta: 1 day, 17:36:13, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.1645, top5_acc: 0.3838, loss_cls: 4.0412, loss: 4.0412, grad_norm: 0.9149 2020-07-28 06:49:47,774 - mmaction - INFO - Epoch [18][780/940] lr: 3.913e-01, eta: 1 day, 17:35:49, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1674, top5_acc: 0.3857, loss_cls: 4.0630, loss: 4.0630, grad_norm: 0.9272 2020-07-28 06:50:07,242 - mmaction - INFO - Epoch [18][800/940] lr: 3.913e-01, eta: 1 day, 17:35:28, time: 0.973, data_time: 0.004, memory: 5015, top1_acc: 0.1740, top5_acc: 0.3904, loss_cls: 3.9956, loss: 3.9956, grad_norm: 0.8821 2020-07-28 06:50:26,226 - mmaction - INFO - Epoch [18][820/940] lr: 3.913e-01, eta: 1 day, 17:35:02, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.1613, top5_acc: 0.3908, loss_cls: 4.0361, loss: 4.0361, grad_norm: 0.9303 2020-07-28 06:50:45,096 - mmaction - INFO - Epoch [18][840/940] lr: 3.913e-01, eta: 1 day, 17:34:35, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.1633, top5_acc: 0.3801, loss_cls: 4.0798, loss: 4.0798, grad_norm: 0.9295 2020-07-28 06:51:04,095 - mmaction - INFO - Epoch [18][860/940] lr: 3.913e-01, eta: 1 day, 17:34:10, time: 0.952, data_time: 0.006, memory: 5015, top1_acc: 0.1660, top5_acc: 0.3715, loss_cls: 4.0921, loss: 4.0921, grad_norm: 0.9160 2020-07-28 06:51:24,301 - mmaction - INFO - Epoch [18][880/940] lr: 3.913e-01, eta: 1 day, 17:33:56, time: 1.010, data_time: 0.002, memory: 5015, top1_acc: 0.1734, top5_acc: 0.3947, loss_cls: 4.0227, loss: 4.0227, grad_norm: 0.9174 2020-07-28 06:51:43,786 - mmaction - INFO - Epoch [18][900/940] lr: 3.913e-01, eta: 1 day, 17:33:34, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1623, top5_acc: 0.3895, loss_cls: 4.0489, loss: 4.0489, grad_norm: 0.9231 2020-07-28 06:52:04,136 - mmaction - INFO - Epoch [18][920/940] lr: 3.913e-01, eta: 1 day, 17:33:21, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.1746, top5_acc: 0.3836, loss_cls: 4.0273, loss: 4.0273, grad_norm: 0.9310 2020-07-28 06:52:22,197 - mmaction - INFO - Epoch [18][940/940] lr: 3.913e-01, eta: 1 day, 17:32:47, time: 0.901, data_time: 0.005, memory: 5015, top1_acc: 0.1711, top5_acc: 0.3906, loss_cls: 4.0327, loss: 4.0327, grad_norm: 0.9153 2020-07-28 06:52:22,490 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-28 06:52:48,899 - mmaction - INFO - Epoch [19][20/940] lr: 3.902e-01, eta: 1 day, 17:33:05, time: 1.193, data_time: 0.275, memory: 5015, top1_acc: 0.1723, top5_acc: 0.3826, loss_cls: 4.0476, loss: 4.0476, grad_norm: 0.9358 2020-07-28 06:53:07,970 - mmaction - INFO - Epoch [19][40/940] lr: 3.902e-01, eta: 1 day, 17:32:40, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1695, top5_acc: 0.3932, loss_cls: 3.9834, loss: 3.9834, grad_norm: 0.9205 2020-07-28 06:53:27,532 - mmaction - INFO - Epoch [19][60/940] lr: 3.902e-01, eta: 1 day, 17:32:20, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3904, loss_cls: 4.0326, loss: 4.0326, grad_norm: 0.9240 2020-07-28 06:53:47,704 - mmaction - INFO - Epoch [19][80/940] lr: 3.902e-01, eta: 1 day, 17:32:05, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1705, top5_acc: 0.3879, loss_cls: 4.0268, loss: 4.0268, grad_norm: 0.9250 2020-07-28 06:54:07,043 - mmaction - INFO - Epoch [19][100/940] lr: 3.902e-01, eta: 1 day, 17:31:43, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1746, top5_acc: 0.3893, loss_cls: 4.0186, loss: 4.0186, grad_norm: 0.9036 2020-07-28 06:54:25,909 - mmaction - INFO - Epoch [19][120/940] lr: 3.902e-01, eta: 1 day, 17:31:16, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.1734, top5_acc: 0.3959, loss_cls: 4.0290, loss: 4.0290, grad_norm: 0.9138 2020-07-28 06:54:44,949 - mmaction - INFO - Epoch [19][140/940] lr: 3.902e-01, eta: 1 day, 17:30:51, time: 0.951, data_time: 0.004, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3861, loss_cls: 4.0438, loss: 4.0438, grad_norm: 0.9234 2020-07-28 06:55:06,352 - mmaction - INFO - Epoch [19][160/940] lr: 3.902e-01, eta: 1 day, 17:30:47, time: 1.071, data_time: 0.005, memory: 5015, top1_acc: 0.1680, top5_acc: 0.3932, loss_cls: 4.0464, loss: 4.0464, grad_norm: 0.9169 2020-07-28 06:55:25,241 - mmaction - INFO - Epoch [19][180/940] lr: 3.902e-01, eta: 1 day, 17:30:21, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.1746, top5_acc: 0.3881, loss_cls: 4.0203, loss: 4.0203, grad_norm: 0.9148 2020-07-28 06:55:43,931 - mmaction - INFO - Epoch [19][200/940] lr: 3.902e-01, eta: 1 day, 17:29:52, time: 0.933, data_time: 0.004, memory: 5015, top1_acc: 0.1658, top5_acc: 0.3873, loss_cls: 4.0352, loss: 4.0352, grad_norm: 0.9245 2020-07-28 06:56:02,686 - mmaction - INFO - Epoch [19][220/940] lr: 3.902e-01, eta: 1 day, 17:29:25, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1666, top5_acc: 0.3846, loss_cls: 4.0141, loss: 4.0141, grad_norm: 0.9179 2020-07-28 06:56:22,185 - mmaction - INFO - Epoch [19][240/940] lr: 3.902e-01, eta: 1 day, 17:29:04, time: 0.973, data_time: 0.004, memory: 5015, top1_acc: 0.1641, top5_acc: 0.3779, loss_cls: 4.0369, loss: 4.0369, grad_norm: 0.9277 2020-07-28 06:56:41,030 - mmaction - INFO - Epoch [19][260/940] lr: 3.902e-01, eta: 1 day, 17:28:37, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.1725, top5_acc: 0.3939, loss_cls: 4.0259, loss: 4.0259, grad_norm: 0.9273 2020-07-28 06:56:59,774 - mmaction - INFO - Epoch [19][280/940] lr: 3.902e-01, eta: 1 day, 17:28:09, time: 0.935, data_time: 0.004, memory: 5015, top1_acc: 0.1727, top5_acc: 0.3932, loss_cls: 4.0407, loss: 4.0407, grad_norm: 0.9219 2020-07-28 06:57:19,474 - mmaction - INFO - Epoch [19][300/940] lr: 3.902e-01, eta: 1 day, 17:27:50, time: 0.988, data_time: 0.006, memory: 5015, top1_acc: 0.1797, top5_acc: 0.3910, loss_cls: 4.0096, loss: 4.0096, grad_norm: 0.9272 2020-07-28 06:57:39,274 - mmaction - INFO - Epoch [19][320/940] lr: 3.902e-01, eta: 1 day, 17:27:32, time: 0.989, data_time: 0.004, memory: 5015, top1_acc: 0.1719, top5_acc: 0.3850, loss_cls: 4.0249, loss: 4.0249, grad_norm: 0.9156 2020-07-28 06:57:58,519 - mmaction - INFO - Epoch [19][340/940] lr: 3.902e-01, eta: 1 day, 17:27:09, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1668, top5_acc: 0.3838, loss_cls: 4.0418, loss: 4.0418, grad_norm: 0.9180 2020-07-28 06:58:17,773 - mmaction - INFO - Epoch [19][360/940] lr: 3.902e-01, eta: 1 day, 17:26:46, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1688, top5_acc: 0.3834, loss_cls: 4.0342, loss: 4.0342, grad_norm: 0.9157 2020-07-28 06:58:37,152 - mmaction - INFO - Epoch [19][380/940] lr: 3.902e-01, eta: 1 day, 17:26:24, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1764, top5_acc: 0.3937, loss_cls: 3.9946, loss: 3.9946, grad_norm: 0.9384 2020-07-28 06:58:56,248 - mmaction - INFO - Epoch [19][400/940] lr: 3.902e-01, eta: 1 day, 17:25:59, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1645, top5_acc: 0.3809, loss_cls: 4.0555, loss: 4.0555, grad_norm: 0.9150 2020-07-28 06:59:16,452 - mmaction - INFO - Epoch [19][420/940] lr: 3.902e-01, eta: 1 day, 17:25:45, time: 1.012, data_time: 0.006, memory: 5015, top1_acc: 0.1703, top5_acc: 0.3916, loss_cls: 4.0219, loss: 4.0219, grad_norm: 0.9422 2020-07-28 06:59:35,846 - mmaction - INFO - Epoch [19][440/940] lr: 3.902e-01, eta: 1 day, 17:25:23, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3869, loss_cls: 4.0325, loss: 4.0325, grad_norm: 0.9147 2020-07-28 06:59:55,483 - mmaction - INFO - Epoch [19][460/940] lr: 3.902e-01, eta: 1 day, 17:25:03, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1795, top5_acc: 0.3996, loss_cls: 3.9751, loss: 3.9751, grad_norm: 0.9273 2020-07-28 07:00:18,401 - mmaction - INFO - Epoch [19][480/940] lr: 3.902e-01, eta: 1 day, 17:25:11, time: 1.137, data_time: 0.006, memory: 5015, top1_acc: 0.1652, top5_acc: 0.3799, loss_cls: 4.0280, loss: 4.0280, grad_norm: 0.9054 2020-07-28 07:00:38,170 - mmaction - INFO - Epoch [19][500/940] lr: 3.902e-01, eta: 1 day, 17:24:54, time: 0.997, data_time: 0.028, memory: 5015, top1_acc: 0.1777, top5_acc: 0.3949, loss_cls: 4.0321, loss: 4.0321, grad_norm: 0.9224 2020-07-28 07:00:57,895 - mmaction - INFO - Epoch [19][520/940] lr: 3.902e-01, eta: 1 day, 17:24:34, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1768, top5_acc: 0.4045, loss_cls: 3.9854, loss: 3.9854, grad_norm: 0.9327 2020-07-28 07:01:17,280 - mmaction - INFO - Epoch [19][540/940] lr: 3.902e-01, eta: 1 day, 17:24:13, time: 0.971, data_time: 0.006, memory: 5015, top1_acc: 0.1734, top5_acc: 0.3979, loss_cls: 3.9721, loss: 3.9721, grad_norm: 0.9446 2020-07-28 07:01:36,435 - mmaction - INFO - Epoch [19][560/940] lr: 3.902e-01, eta: 1 day, 17:23:49, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.1744, top5_acc: 0.3861, loss_cls: 4.0039, loss: 4.0039, grad_norm: 0.9461 2020-07-28 07:01:55,744 - mmaction - INFO - Epoch [19][580/940] lr: 3.902e-01, eta: 1 day, 17:23:26, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1643, top5_acc: 0.3686, loss_cls: 4.0967, loss: 4.0967, grad_norm: 0.9191 2020-07-28 07:02:14,964 - mmaction - INFO - Epoch [19][600/940] lr: 3.902e-01, eta: 1 day, 17:23:03, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.1674, top5_acc: 0.3949, loss_cls: 4.0306, loss: 4.0306, grad_norm: 0.9065 2020-07-28 07:02:34,932 - mmaction - INFO - Epoch [19][620/940] lr: 3.902e-01, eta: 1 day, 17:22:46, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1654, top5_acc: 0.3896, loss_cls: 4.0310, loss: 4.0310, grad_norm: 0.9149 2020-07-28 07:02:54,107 - mmaction - INFO - Epoch [19][640/940] lr: 3.902e-01, eta: 1 day, 17:22:22, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.1656, top5_acc: 0.3820, loss_cls: 4.0664, loss: 4.0664, grad_norm: 0.9133 2020-07-28 07:03:13,958 - mmaction - INFO - Epoch [19][660/940] lr: 3.902e-01, eta: 1 day, 17:22:04, time: 0.991, data_time: 0.006, memory: 5015, top1_acc: 0.1762, top5_acc: 0.3859, loss_cls: 4.0405, loss: 4.0405, grad_norm: 0.9146 2020-07-28 07:03:33,934 - mmaction - INFO - Epoch [19][680/940] lr: 3.902e-01, eta: 1 day, 17:21:48, time: 1.001, data_time: 0.006, memory: 5015, top1_acc: 0.1713, top5_acc: 0.3822, loss_cls: 4.0388, loss: 4.0388, grad_norm: 0.9427 2020-07-28 07:03:53,495 - mmaction - INFO - Epoch [19][700/940] lr: 3.902e-01, eta: 1 day, 17:21:27, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.1758, top5_acc: 0.4029, loss_cls: 3.9860, loss: 3.9860, grad_norm: 0.9442 2020-07-28 07:04:12,302 - mmaction - INFO - Epoch [19][720/940] lr: 3.902e-01, eta: 1 day, 17:21:00, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1668, top5_acc: 0.3791, loss_cls: 4.0948, loss: 4.0948, grad_norm: 0.9238 2020-07-28 07:04:31,367 - mmaction - INFO - Epoch [19][740/940] lr: 3.902e-01, eta: 1 day, 17:20:36, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1695, top5_acc: 0.3879, loss_cls: 4.0184, loss: 4.0184, grad_norm: 0.9044 2020-07-28 07:04:51,674 - mmaction - INFO - Epoch [19][760/940] lr: 3.902e-01, eta: 1 day, 17:20:22, time: 1.014, data_time: 0.006, memory: 5015, top1_acc: 0.1617, top5_acc: 0.3834, loss_cls: 4.0769, loss: 4.0769, grad_norm: 0.9148 2020-07-28 07:05:11,357 - mmaction - INFO - Epoch [19][780/940] lr: 3.902e-01, eta: 1 day, 17:20:03, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1699, top5_acc: 0.3789, loss_cls: 4.0636, loss: 4.0636, grad_norm: 0.9095 2020-07-28 07:05:30,566 - mmaction - INFO - Epoch [19][800/940] lr: 3.902e-01, eta: 1 day, 17:19:39, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1707, top5_acc: 0.3932, loss_cls: 4.0202, loss: 4.0202, grad_norm: 0.9367 2020-07-28 07:05:50,926 - mmaction - INFO - Epoch [19][820/940] lr: 3.902e-01, eta: 1 day, 17:19:26, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.1705, top5_acc: 0.3852, loss_cls: 4.0190, loss: 4.0190, grad_norm: 0.9243 2020-07-28 07:06:09,844 - mmaction - INFO - Epoch [19][840/940] lr: 3.902e-01, eta: 1 day, 17:19:00, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.1756, top5_acc: 0.3967, loss_cls: 4.0188, loss: 4.0188, grad_norm: 0.9232 2020-07-28 07:06:30,262 - mmaction - INFO - Epoch [19][860/940] lr: 3.902e-01, eta: 1 day, 17:18:47, time: 1.022, data_time: 0.004, memory: 5015, top1_acc: 0.1672, top5_acc: 0.3910, loss_cls: 4.0293, loss: 4.0293, grad_norm: 0.9447 2020-07-28 07:06:49,564 - mmaction - INFO - Epoch [19][880/940] lr: 3.902e-01, eta: 1 day, 17:18:24, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1682, top5_acc: 0.3707, loss_cls: 4.0700, loss: 4.0700, grad_norm: 0.9190 2020-07-28 07:07:09,293 - mmaction - INFO - Epoch [19][900/940] lr: 3.902e-01, eta: 1 day, 17:18:05, time: 0.989, data_time: 0.006, memory: 5015, top1_acc: 0.1666, top5_acc: 0.3887, loss_cls: 4.0388, loss: 4.0388, grad_norm: 0.9260 2020-07-28 07:07:28,224 - mmaction - INFO - Epoch [19][920/940] lr: 3.902e-01, eta: 1 day, 17:17:39, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.1807, top5_acc: 0.3943, loss_cls: 4.0037, loss: 4.0037, grad_norm: 0.9235 2020-07-28 07:07:46,120 - mmaction - INFO - Epoch [19][940/940] lr: 3.902e-01, eta: 1 day, 17:17:05, time: 0.896, data_time: 0.005, memory: 5015, top1_acc: 0.1719, top5_acc: 0.3892, loss_cls: 4.0391, loss: 4.0391, grad_norm: 0.9379 2020-07-28 07:07:46,498 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-07-28 07:08:15,392 - mmaction - INFO - Epoch [20][20/940] lr: 3.891e-01, eta: 1 day, 17:17:41, time: 1.309, data_time: 0.395, memory: 5015, top1_acc: 0.1721, top5_acc: 0.3957, loss_cls: 4.0112, loss: 4.0112, grad_norm: 0.9091 2020-07-28 07:08:33,762 - mmaction - INFO - Epoch [20][40/940] lr: 3.891e-01, eta: 1 day, 17:17:11, time: 0.920, data_time: 0.003, memory: 5015, top1_acc: 0.1709, top5_acc: 0.3818, loss_cls: 4.0508, loss: 4.0508, grad_norm: 0.9162 2020-07-28 07:08:52,958 - mmaction - INFO - Epoch [20][60/940] lr: 3.891e-01, eta: 1 day, 17:16:47, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1691, top5_acc: 0.3963, loss_cls: 4.0346, loss: 4.0346, grad_norm: 0.9233 2020-07-28 07:09:12,095 - mmaction - INFO - Epoch [20][80/940] lr: 3.891e-01, eta: 1 day, 17:16:23, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1725, top5_acc: 0.3842, loss_cls: 4.0529, loss: 4.0529, grad_norm: 0.9281 2020-07-28 07:09:32,418 - mmaction - INFO - Epoch [20][100/940] lr: 3.891e-01, eta: 1 day, 17:16:09, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.1818, top5_acc: 0.4119, loss_cls: 3.9359, loss: 3.9359, grad_norm: 0.9107 2020-07-28 07:09:51,815 - mmaction - INFO - Epoch [20][120/940] lr: 3.891e-01, eta: 1 day, 17:15:48, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1658, top5_acc: 0.3957, loss_cls: 4.0039, loss: 4.0039, grad_norm: 0.9419 2020-07-28 07:10:10,721 - mmaction - INFO - Epoch [20][140/940] lr: 3.891e-01, eta: 1 day, 17:15:22, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1719, top5_acc: 0.3963, loss_cls: 3.9711, loss: 3.9711, grad_norm: 0.9329 2020-07-28 07:10:30,758 - mmaction - INFO - Epoch [20][160/940] lr: 3.891e-01, eta: 1 day, 17:15:05, time: 1.002, data_time: 0.002, memory: 5015, top1_acc: 0.1654, top5_acc: 0.3836, loss_cls: 4.0586, loss: 4.0586, grad_norm: 0.9298 2020-07-28 07:10:50,382 - mmaction - INFO - Epoch [20][180/940] lr: 3.891e-01, eta: 1 day, 17:14:45, time: 0.980, data_time: 0.004, memory: 5015, top1_acc: 0.1703, top5_acc: 0.3842, loss_cls: 4.0456, loss: 4.0456, grad_norm: 0.9316 2020-07-28 07:11:09,468 - mmaction - INFO - Epoch [20][200/940] lr: 3.891e-01, eta: 1 day, 17:14:21, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1684, top5_acc: 0.3939, loss_cls: 4.0262, loss: 4.0262, grad_norm: 0.9075 2020-07-28 07:11:29,452 - mmaction - INFO - Epoch [20][220/940] lr: 3.891e-01, eta: 1 day, 17:14:04, time: 0.999, data_time: 0.002, memory: 5015, top1_acc: 0.1809, top5_acc: 0.3902, loss_cls: 3.9669, loss: 3.9669, grad_norm: 0.9178 2020-07-28 07:11:48,436 - mmaction - INFO - Epoch [20][240/940] lr: 3.891e-01, eta: 1 day, 17:13:39, time: 0.947, data_time: 0.004, memory: 5015, top1_acc: 0.1738, top5_acc: 0.3871, loss_cls: 4.0183, loss: 4.0183, grad_norm: 0.9344 2020-07-28 07:12:09,130 - mmaction - INFO - Epoch [20][260/940] lr: 3.891e-01, eta: 1 day, 17:13:28, time: 1.037, data_time: 0.006, memory: 5015, top1_acc: 0.1740, top5_acc: 0.3969, loss_cls: 4.0269, loss: 4.0269, grad_norm: 0.9072 2020-07-28 07:12:28,242 - mmaction - INFO - Epoch [20][280/940] lr: 3.891e-01, eta: 1 day, 17:13:04, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1781, top5_acc: 0.3965, loss_cls: 3.9841, loss: 3.9841, grad_norm: 0.9494 2020-07-28 07:12:47,603 - mmaction - INFO - Epoch [20][300/940] lr: 3.891e-01, eta: 1 day, 17:12:42, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1832, top5_acc: 0.4016, loss_cls: 3.9832, loss: 3.9832, grad_norm: 0.9240 2020-07-28 07:13:07,012 - mmaction - INFO - Epoch [20][320/940] lr: 3.891e-01, eta: 1 day, 17:12:20, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.1762, top5_acc: 0.3990, loss_cls: 3.9877, loss: 3.9877, grad_norm: 0.9388 2020-07-28 07:13:26,311 - mmaction - INFO - Epoch [20][340/940] lr: 3.891e-01, eta: 1 day, 17:11:58, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1695, top5_acc: 0.3908, loss_cls: 4.0141, loss: 4.0141, grad_norm: 0.9169 2020-07-28 07:13:46,171 - mmaction - INFO - Epoch [20][360/940] lr: 3.891e-01, eta: 1 day, 17:11:40, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1764, top5_acc: 0.4012, loss_cls: 3.9486, loss: 3.9486, grad_norm: 0.9299 2020-07-28 07:14:05,907 - mmaction - INFO - Epoch [20][380/940] lr: 3.891e-01, eta: 1 day, 17:11:21, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1814, top5_acc: 0.3977, loss_cls: 3.9888, loss: 3.9888, grad_norm: 0.9354 2020-07-28 07:14:25,452 - mmaction - INFO - Epoch [20][400/940] lr: 3.891e-01, eta: 1 day, 17:11:00, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1752, top5_acc: 0.3869, loss_cls: 4.0241, loss: 4.0241, grad_norm: 0.9444 2020-07-28 07:14:45,279 - mmaction - INFO - Epoch [20][420/940] lr: 3.891e-01, eta: 1 day, 17:10:43, time: 0.994, data_time: 0.006, memory: 5015, top1_acc: 0.1873, top5_acc: 0.4088, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.9418 2020-07-28 07:15:04,253 - mmaction - INFO - Epoch [20][440/940] lr: 3.891e-01, eta: 1 day, 17:10:17, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1703, top5_acc: 0.3857, loss_cls: 4.0433, loss: 4.0433, grad_norm: 0.9280 2020-07-28 07:15:23,694 - mmaction - INFO - Epoch [20][460/940] lr: 3.891e-01, eta: 1 day, 17:09:56, time: 0.972, data_time: 0.002, memory: 5015, top1_acc: 0.1779, top5_acc: 0.3865, loss_cls: 4.0145, loss: 4.0145, grad_norm: 0.9252 2020-07-28 07:15:43,405 - mmaction - INFO - Epoch [20][480/940] lr: 3.891e-01, eta: 1 day, 17:09:37, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1768, top5_acc: 0.3961, loss_cls: 3.9772, loss: 3.9772, grad_norm: 0.9362 2020-07-28 07:16:02,261 - mmaction - INFO - Epoch [20][500/940] lr: 3.891e-01, eta: 1 day, 17:09:11, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.1818, top5_acc: 0.4088, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.9483 2020-07-28 07:16:22,677 - mmaction - INFO - Epoch [20][520/940] lr: 3.891e-01, eta: 1 day, 17:08:57, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.1611, top5_acc: 0.3881, loss_cls: 4.0110, loss: 4.0110, grad_norm: 0.9362 2020-07-28 07:16:42,733 - mmaction - INFO - Epoch [20][540/940] lr: 3.891e-01, eta: 1 day, 17:08:41, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1754, top5_acc: 0.4006, loss_cls: 3.9933, loss: 3.9933, grad_norm: 0.9244 2020-07-28 07:17:01,851 - mmaction - INFO - Epoch [20][560/940] lr: 3.891e-01, eta: 1 day, 17:08:17, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1725, top5_acc: 0.3898, loss_cls: 4.0164, loss: 4.0164, grad_norm: 0.9460 2020-07-28 07:17:21,065 - mmaction - INFO - Epoch [20][580/940] lr: 3.891e-01, eta: 1 day, 17:07:54, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1686, top5_acc: 0.3906, loss_cls: 4.0221, loss: 4.0221, grad_norm: 0.9449 2020-07-28 07:17:40,755 - mmaction - INFO - Epoch [20][600/940] lr: 3.891e-01, eta: 1 day, 17:07:35, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1727, top5_acc: 0.3928, loss_cls: 4.0155, loss: 4.0155, grad_norm: 0.9370 2020-07-28 07:18:00,877 - mmaction - INFO - Epoch [20][620/940] lr: 3.891e-01, eta: 1 day, 17:07:19, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.1766, top5_acc: 0.3953, loss_cls: 4.0306, loss: 4.0306, grad_norm: 0.9510 2020-07-28 07:18:19,513 - mmaction - INFO - Epoch [20][640/940] lr: 3.891e-01, eta: 1 day, 17:06:51, time: 0.932, data_time: 0.002, memory: 5015, top1_acc: 0.1715, top5_acc: 0.3795, loss_cls: 4.0436, loss: 4.0436, grad_norm: 0.9119 2020-07-28 07:18:38,574 - mmaction - INFO - Epoch [20][660/940] lr: 3.891e-01, eta: 1 day, 17:06:27, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1830, top5_acc: 0.3980, loss_cls: 3.9713, loss: 3.9713, grad_norm: 0.9249 2020-07-28 07:18:58,548 - mmaction - INFO - Epoch [20][680/940] lr: 3.891e-01, eta: 1 day, 17:06:10, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1691, top5_acc: 0.3848, loss_cls: 4.0095, loss: 4.0095, grad_norm: 0.9039 2020-07-28 07:19:18,037 - mmaction - INFO - Epoch [20][700/940] lr: 3.891e-01, eta: 1 day, 17:05:49, time: 0.976, data_time: 0.007, memory: 5015, top1_acc: 0.1672, top5_acc: 0.3859, loss_cls: 4.0671, loss: 4.0671, grad_norm: 0.9165 2020-07-28 07:19:38,617 - mmaction - INFO - Epoch [20][720/940] lr: 3.891e-01, eta: 1 day, 17:05:37, time: 1.029, data_time: 0.002, memory: 5015, top1_acc: 0.1811, top5_acc: 0.4014, loss_cls: 3.9539, loss: 3.9539, grad_norm: 0.9436 2020-07-28 07:19:57,024 - mmaction - INFO - Epoch [20][740/940] lr: 3.891e-01, eta: 1 day, 17:05:07, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.1781, top5_acc: 0.3937, loss_cls: 3.9867, loss: 3.9867, grad_norm: 0.9487 2020-07-28 07:20:16,332 - mmaction - INFO - Epoch [20][760/940] lr: 3.891e-01, eta: 1 day, 17:04:45, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1736, top5_acc: 0.3969, loss_cls: 3.9924, loss: 3.9924, grad_norm: 0.9398 2020-07-28 07:20:35,920 - mmaction - INFO - Epoch [20][780/940] lr: 3.891e-01, eta: 1 day, 17:04:25, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3908, loss_cls: 4.0157, loss: 4.0157, grad_norm: 0.9432 2020-07-28 07:20:55,919 - mmaction - INFO - Epoch [20][800/940] lr: 3.891e-01, eta: 1 day, 17:04:08, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3949, loss_cls: 4.0074, loss: 4.0074, grad_norm: 0.9505 2020-07-28 07:21:15,533 - mmaction - INFO - Epoch [20][820/940] lr: 3.891e-01, eta: 1 day, 17:03:48, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1820, top5_acc: 0.4006, loss_cls: 3.9809, loss: 3.9809, grad_norm: 0.9327 2020-07-28 07:21:35,063 - mmaction - INFO - Epoch [20][840/940] lr: 3.891e-01, eta: 1 day, 17:03:28, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1842, top5_acc: 0.3934, loss_cls: 3.9813, loss: 3.9813, grad_norm: 0.9533 2020-07-28 07:21:54,084 - mmaction - INFO - Epoch [20][860/940] lr: 3.891e-01, eta: 1 day, 17:03:03, time: 0.950, data_time: 0.006, memory: 5015, top1_acc: 0.1826, top5_acc: 0.3967, loss_cls: 3.9775, loss: 3.9775, grad_norm: 0.9269 2020-07-28 07:22:14,040 - mmaction - INFO - Epoch [20][880/940] lr: 3.891e-01, eta: 1 day, 17:02:46, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.1832, top5_acc: 0.3945, loss_cls: 4.0076, loss: 4.0076, grad_norm: 0.9293 2020-07-28 07:22:33,710 - mmaction - INFO - Epoch [20][900/940] lr: 3.891e-01, eta: 1 day, 17:02:26, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1686, top5_acc: 0.3937, loss_cls: 4.0372, loss: 4.0372, grad_norm: 0.9274 2020-07-28 07:22:54,002 - mmaction - INFO - Epoch [20][920/940] lr: 3.891e-01, eta: 1 day, 17:02:12, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3936, loss_cls: 3.9993, loss: 3.9993, grad_norm: 0.9354 2020-07-28 07:23:13,975 - mmaction - INFO - Epoch [20][940/940] lr: 3.891e-01, eta: 1 day, 17:01:55, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1717, top5_acc: 0.3890, loss_cls: 4.0060, loss: 4.0060, grad_norm: 0.9602 2020-07-28 07:23:14,288 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-28 07:23:40,340 - mmaction - INFO - Epoch [21][20/940] lr: 3.879e-01, eta: 1 day, 17:01:58, time: 1.124, data_time: 0.218, memory: 5015, top1_acc: 0.1770, top5_acc: 0.3945, loss_cls: 3.9812, loss: 3.9812, grad_norm: 0.9317 2020-07-28 07:23:59,580 - mmaction - INFO - Epoch [21][40/940] lr: 3.879e-01, eta: 1 day, 17:01:35, time: 0.962, data_time: 0.002, memory: 5015, top1_acc: 0.1748, top5_acc: 0.3979, loss_cls: 3.9912, loss: 3.9912, grad_norm: 0.9328 2020-07-28 07:24:18,995 - mmaction - INFO - Epoch [21][60/940] lr: 3.879e-01, eta: 1 day, 17:01:13, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.1820, top5_acc: 0.3910, loss_cls: 3.9873, loss: 3.9873, grad_norm: 0.9397 2020-07-28 07:24:38,312 - mmaction - INFO - Epoch [21][80/940] lr: 3.879e-01, eta: 1 day, 17:00:51, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1818, top5_acc: 0.3977, loss_cls: 3.9819, loss: 3.9819, grad_norm: 0.9580 2020-07-28 07:24:58,073 - mmaction - INFO - Epoch [21][100/940] lr: 3.879e-01, eta: 1 day, 17:00:32, time: 0.987, data_time: 0.004, memory: 5015, top1_acc: 0.1758, top5_acc: 0.3955, loss_cls: 4.0184, loss: 4.0184, grad_norm: 0.9283 2020-07-28 07:25:17,480 - mmaction - INFO - Epoch [21][120/940] lr: 3.879e-01, eta: 1 day, 17:00:11, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1723, top5_acc: 0.3994, loss_cls: 3.9721, loss: 3.9721, grad_norm: 0.9292 2020-07-28 07:25:37,270 - mmaction - INFO - Epoch [21][140/940] lr: 3.879e-01, eta: 1 day, 16:59:52, time: 0.988, data_time: 0.006, memory: 5015, top1_acc: 0.1762, top5_acc: 0.3973, loss_cls: 4.0018, loss: 4.0018, grad_norm: 0.9571 2020-07-28 07:25:57,649 - mmaction - INFO - Epoch [21][160/940] lr: 3.879e-01, eta: 1 day, 16:59:39, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.1803, top5_acc: 0.3975, loss_cls: 3.9960, loss: 3.9960, grad_norm: 0.9361 2020-07-28 07:26:17,912 - mmaction - INFO - Epoch [21][180/940] lr: 3.879e-01, eta: 1 day, 16:59:24, time: 1.011, data_time: 0.004, memory: 5015, top1_acc: 0.1766, top5_acc: 0.3984, loss_cls: 3.9885, loss: 3.9885, grad_norm: 0.9512 2020-07-28 07:26:36,733 - mmaction - INFO - Epoch [21][200/940] lr: 3.879e-01, eta: 1 day, 16:58:58, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.1754, top5_acc: 0.3807, loss_cls: 4.0254, loss: 4.0254, grad_norm: 0.9243 2020-07-28 07:26:56,752 - mmaction - INFO - Epoch [21][220/940] lr: 3.879e-01, eta: 1 day, 16:58:41, time: 1.000, data_time: 0.004, memory: 5015, top1_acc: 0.1775, top5_acc: 0.3994, loss_cls: 4.0098, loss: 4.0098, grad_norm: 0.9312 2020-07-28 07:27:15,138 - mmaction - INFO - Epoch [21][240/940] lr: 3.879e-01, eta: 1 day, 16:58:12, time: 0.921, data_time: 0.005, memory: 5015, top1_acc: 0.1898, top5_acc: 0.3996, loss_cls: 3.9672, loss: 3.9672, grad_norm: 0.9445 2020-07-28 07:27:35,320 - mmaction - INFO - Epoch [21][260/940] lr: 3.879e-01, eta: 1 day, 16:57:56, time: 1.008, data_time: 0.004, memory: 5015, top1_acc: 0.1850, top5_acc: 0.4115, loss_cls: 3.9383, loss: 3.9383, grad_norm: 0.9692 2020-07-28 07:27:55,351 - mmaction - INFO - Epoch [21][280/940] lr: 3.879e-01, eta: 1 day, 16:57:39, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.1775, top5_acc: 0.3896, loss_cls: 3.9899, loss: 3.9899, grad_norm: 0.9487 2020-07-28 07:28:14,926 - mmaction - INFO - Epoch [21][300/940] lr: 3.879e-01, eta: 1 day, 16:57:19, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.3920, loss_cls: 3.9832, loss: 3.9832, grad_norm: 0.9386 2020-07-28 07:28:34,076 - mmaction - INFO - Epoch [21][320/940] lr: 3.879e-01, eta: 1 day, 16:56:56, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1586, top5_acc: 0.3846, loss_cls: 4.0460, loss: 4.0460, grad_norm: 0.9368 2020-07-28 07:28:54,086 - mmaction - INFO - Epoch [21][340/940] lr: 3.879e-01, eta: 1 day, 16:56:38, time: 0.998, data_time: 0.006, memory: 5015, top1_acc: 0.1641, top5_acc: 0.3861, loss_cls: 4.0405, loss: 4.0405, grad_norm: 0.9215 2020-07-28 07:29:14,190 - mmaction - INFO - Epoch [21][360/940] lr: 3.879e-01, eta: 1 day, 16:56:23, time: 1.007, data_time: 0.007, memory: 5015, top1_acc: 0.1836, top5_acc: 0.3904, loss_cls: 3.9712, loss: 3.9712, grad_norm: 0.9377 2020-07-28 07:29:34,622 - mmaction - INFO - Epoch [21][380/940] lr: 3.879e-01, eta: 1 day, 16:56:09, time: 1.022, data_time: 0.006, memory: 5015, top1_acc: 0.1760, top5_acc: 0.3937, loss_cls: 3.9820, loss: 3.9820, grad_norm: 0.9213 2020-07-28 07:29:53,895 - mmaction - INFO - Epoch [21][400/940] lr: 3.879e-01, eta: 1 day, 16:55:47, time: 0.964, data_time: 0.004, memory: 5015, top1_acc: 0.1672, top5_acc: 0.3893, loss_cls: 4.0306, loss: 4.0306, grad_norm: 0.9228 2020-07-28 07:30:13,436 - mmaction - INFO - Epoch [21][420/940] lr: 3.879e-01, eta: 1 day, 16:55:26, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1818, top5_acc: 0.3982, loss_cls: 3.9757, loss: 3.9757, grad_norm: 0.9371 2020-07-28 07:30:33,205 - mmaction - INFO - Epoch [21][440/940] lr: 3.879e-01, eta: 1 day, 16:55:08, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1789, top5_acc: 0.4102, loss_cls: 3.9367, loss: 3.9367, grad_norm: 0.9468 2020-07-28 07:30:52,792 - mmaction - INFO - Epoch [21][460/940] lr: 3.879e-01, eta: 1 day, 16:54:47, time: 0.977, data_time: 0.004, memory: 5015, top1_acc: 0.1629, top5_acc: 0.3904, loss_cls: 4.0266, loss: 4.0266, grad_norm: 0.9554 2020-07-28 07:31:12,683 - mmaction - INFO - Epoch [21][480/940] lr: 3.879e-01, eta: 1 day, 16:54:30, time: 0.997, data_time: 0.006, memory: 5015, top1_acc: 0.1680, top5_acc: 0.3871, loss_cls: 4.0324, loss: 4.0324, grad_norm: 0.9419 2020-07-28 07:31:32,546 - mmaction - INFO - Epoch [21][500/940] lr: 3.879e-01, eta: 1 day, 16:54:12, time: 0.991, data_time: 0.004, memory: 5015, top1_acc: 0.1648, top5_acc: 0.3898, loss_cls: 4.0557, loss: 4.0557, grad_norm: 0.9142 2020-07-28 07:31:51,742 - mmaction - INFO - Epoch [21][520/940] lr: 3.879e-01, eta: 1 day, 16:53:49, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.1832, top5_acc: 0.3986, loss_cls: 3.9776, loss: 3.9776, grad_norm: 0.9540 2020-07-28 07:32:11,399 - mmaction - INFO - Epoch [21][540/940] lr: 3.879e-01, eta: 1 day, 16:53:29, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.1777, top5_acc: 0.4008, loss_cls: 3.9556, loss: 3.9556, grad_norm: 0.9540 2020-07-28 07:32:30,766 - mmaction - INFO - Epoch [21][560/940] lr: 3.879e-01, eta: 1 day, 16:53:07, time: 0.967, data_time: 0.006, memory: 5015, top1_acc: 0.1822, top5_acc: 0.4018, loss_cls: 3.9587, loss: 3.9587, grad_norm: 0.9447 2020-07-28 07:32:50,131 - mmaction - INFO - Epoch [21][580/940] lr: 3.879e-01, eta: 1 day, 16:52:46, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1771, top5_acc: 0.3947, loss_cls: 3.9702, loss: 3.9702, grad_norm: 0.9557 2020-07-28 07:33:09,995 - mmaction - INFO - Epoch [21][600/940] lr: 3.879e-01, eta: 1 day, 16:52:28, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1803, top5_acc: 0.4076, loss_cls: 3.9486, loss: 3.9486, grad_norm: 0.9602 2020-07-28 07:33:30,369 - mmaction - INFO - Epoch [21][620/940] lr: 3.879e-01, eta: 1 day, 16:52:14, time: 1.019, data_time: 0.002, memory: 5015, top1_acc: 0.1811, top5_acc: 0.3965, loss_cls: 3.9668, loss: 3.9668, grad_norm: 0.9332 2020-07-28 07:33:50,443 - mmaction - INFO - Epoch [21][640/940] lr: 3.879e-01, eta: 1 day, 16:51:57, time: 1.004, data_time: 0.002, memory: 5015, top1_acc: 0.1822, top5_acc: 0.4055, loss_cls: 3.9732, loss: 3.9732, grad_norm: 0.9274 2020-07-28 07:34:09,660 - mmaction - INFO - Epoch [21][660/940] lr: 3.879e-01, eta: 1 day, 16:51:34, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1840, top5_acc: 0.4059, loss_cls: 3.9499, loss: 3.9499, grad_norm: 0.9507 2020-07-28 07:34:29,656 - mmaction - INFO - Epoch [21][680/940] lr: 3.879e-01, eta: 1 day, 16:51:17, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1861, top5_acc: 0.4078, loss_cls: 3.9861, loss: 3.9861, grad_norm: 0.9221 2020-07-28 07:34:49,072 - mmaction - INFO - Epoch [21][700/940] lr: 3.879e-01, eta: 1 day, 16:50:56, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1791, top5_acc: 0.3982, loss_cls: 3.9803, loss: 3.9803, grad_norm: 0.9400 2020-07-28 07:35:08,992 - mmaction - INFO - Epoch [21][720/940] lr: 3.879e-01, eta: 1 day, 16:50:38, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1715, top5_acc: 0.3918, loss_cls: 4.0123, loss: 4.0123, grad_norm: 0.9674 2020-07-28 07:35:28,884 - mmaction - INFO - Epoch [21][740/940] lr: 3.879e-01, eta: 1 day, 16:50:21, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.1797, top5_acc: 0.3977, loss_cls: 4.0036, loss: 4.0036, grad_norm: 0.9084 2020-07-28 07:35:47,958 - mmaction - INFO - Epoch [21][760/940] lr: 3.879e-01, eta: 1 day, 16:49:56, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1703, top5_acc: 0.3912, loss_cls: 4.0405, loss: 4.0405, grad_norm: 0.9555 2020-07-28 07:36:07,832 - mmaction - INFO - Epoch [21][780/940] lr: 3.879e-01, eta: 1 day, 16:49:39, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1670, top5_acc: 0.3865, loss_cls: 4.0345, loss: 4.0345, grad_norm: 0.9285 2020-07-28 07:36:28,316 - mmaction - INFO - Epoch [21][800/940] lr: 3.879e-01, eta: 1 day, 16:49:25, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.1742, top5_acc: 0.3904, loss_cls: 4.0087, loss: 4.0087, grad_norm: 0.9266 2020-07-28 07:36:47,561 - mmaction - INFO - Epoch [21][820/940] lr: 3.879e-01, eta: 1 day, 16:49:03, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1830, top5_acc: 0.3998, loss_cls: 3.9958, loss: 3.9958, grad_norm: 0.9305 2020-07-28 07:37:08,216 - mmaction - INFO - Epoch [21][840/940] lr: 3.879e-01, eta: 1 day, 16:48:50, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.1811, top5_acc: 0.3971, loss_cls: 3.9746, loss: 3.9746, grad_norm: 0.9456 2020-07-28 07:37:27,578 - mmaction - INFO - Epoch [21][860/940] lr: 3.879e-01, eta: 1 day, 16:48:29, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1727, top5_acc: 0.4043, loss_cls: 3.9741, loss: 3.9741, grad_norm: 0.9347 2020-07-28 07:37:47,178 - mmaction - INFO - Epoch [21][880/940] lr: 3.879e-01, eta: 1 day, 16:48:08, time: 0.978, data_time: 0.004, memory: 5015, top1_acc: 0.1768, top5_acc: 0.3920, loss_cls: 3.9912, loss: 3.9912, grad_norm: 0.9369 2020-07-28 07:38:06,963 - mmaction - INFO - Epoch [21][900/940] lr: 3.879e-01, eta: 1 day, 16:47:50, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.1732, top5_acc: 0.3924, loss_cls: 3.9867, loss: 3.9867, grad_norm: 0.9537 2020-07-28 07:38:26,269 - mmaction - INFO - Epoch [21][920/940] lr: 3.879e-01, eta: 1 day, 16:47:28, time: 0.964, data_time: 0.004, memory: 5015, top1_acc: 0.1779, top5_acc: 0.3988, loss_cls: 3.9612, loss: 3.9612, grad_norm: 0.9198 2020-07-28 07:38:44,431 - mmaction - INFO - Epoch [21][940/940] lr: 3.879e-01, eta: 1 day, 16:46:57, time: 0.907, data_time: 0.005, memory: 5015, top1_acc: 0.1808, top5_acc: 0.3981, loss_cls: 4.0073, loss: 4.0073, grad_norm: 0.9680 2020-07-28 07:38:44,637 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-07-28 07:39:10,512 - mmaction - INFO - Epoch [22][20/940] lr: 3.867e-01, eta: 1 day, 16:47:10, time: 1.199, data_time: 0.306, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4113, loss_cls: 3.9136, loss: 3.9136, grad_norm: 0.9665 2020-07-28 07:39:30,396 - mmaction - INFO - Epoch [22][40/940] lr: 3.867e-01, eta: 1 day, 16:46:52, time: 0.993, data_time: 0.004, memory: 5015, top1_acc: 0.1762, top5_acc: 0.3965, loss_cls: 3.9895, loss: 3.9895, grad_norm: 0.9359 2020-07-28 07:39:49,860 - mmaction - INFO - Epoch [22][60/940] lr: 3.867e-01, eta: 1 day, 16:46:31, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1787, top5_acc: 0.3920, loss_cls: 3.9665, loss: 3.9665, grad_norm: 0.9730 2020-07-28 07:40:10,220 - mmaction - INFO - Epoch [22][80/940] lr: 3.867e-01, eta: 1 day, 16:46:17, time: 1.018, data_time: 0.005, memory: 5015, top1_acc: 0.1805, top5_acc: 0.3957, loss_cls: 4.0115, loss: 4.0115, grad_norm: 0.9310 2020-07-28 07:40:28,968 - mmaction - INFO - Epoch [22][100/940] lr: 3.867e-01, eta: 1 day, 16:45:50, time: 0.937, data_time: 0.002, memory: 5015, top1_acc: 0.1840, top5_acc: 0.3961, loss_cls: 3.9619, loss: 3.9619, grad_norm: 0.9232 2020-07-28 07:40:48,020 - mmaction - INFO - Epoch [22][120/940] lr: 3.867e-01, eta: 1 day, 16:45:26, time: 0.951, data_time: 0.004, memory: 5015, top1_acc: 0.1842, top5_acc: 0.3951, loss_cls: 4.0183, loss: 4.0183, grad_norm: 0.9325 2020-07-28 07:41:07,531 - mmaction - INFO - Epoch [22][140/940] lr: 3.867e-01, eta: 1 day, 16:45:05, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1699, top5_acc: 0.3832, loss_cls: 4.0377, loss: 4.0377, grad_norm: 0.9060 2020-07-28 07:41:27,231 - mmaction - INFO - Epoch [22][160/940] lr: 3.867e-01, eta: 1 day, 16:44:46, time: 0.985, data_time: 0.002, memory: 5015, top1_acc: 0.1742, top5_acc: 0.4041, loss_cls: 3.9784, loss: 3.9784, grad_norm: 0.9432 2020-07-28 07:41:47,374 - mmaction - INFO - Epoch [22][180/940] lr: 3.867e-01, eta: 1 day, 16:44:30, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1795, top5_acc: 0.4006, loss_cls: 3.9562, loss: 3.9562, grad_norm: 0.9428 2020-07-28 07:42:06,080 - mmaction - INFO - Epoch [22][200/940] lr: 3.867e-01, eta: 1 day, 16:44:03, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.1844, top5_acc: 0.4029, loss_cls: 3.9549, loss: 3.9549, grad_norm: 0.9542 2020-07-28 07:42:25,955 - mmaction - INFO - Epoch [22][220/940] lr: 3.867e-01, eta: 1 day, 16:43:45, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.1795, top5_acc: 0.3965, loss_cls: 3.9957, loss: 3.9957, grad_norm: 0.9550 2020-07-28 07:42:46,841 - mmaction - INFO - Epoch [22][240/940] lr: 3.867e-01, eta: 1 day, 16:43:35, time: 1.042, data_time: 0.005, memory: 5015, top1_acc: 0.1721, top5_acc: 0.3984, loss_cls: 3.9973, loss: 3.9973, grad_norm: 0.9592 2020-07-28 07:43:06,530 - mmaction - INFO - Epoch [22][260/940] lr: 3.867e-01, eta: 1 day, 16:43:16, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1758, top5_acc: 0.3961, loss_cls: 3.9864, loss: 3.9864, grad_norm: 0.9244 2020-07-28 07:43:26,579 - mmaction - INFO - Epoch [22][280/940] lr: 3.867e-01, eta: 1 day, 16:42:59, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1764, top5_acc: 0.3990, loss_cls: 3.9893, loss: 3.9893, grad_norm: 0.9516 2020-07-28 07:43:47,085 - mmaction - INFO - Epoch [22][300/940] lr: 3.867e-01, eta: 1 day, 16:42:46, time: 1.026, data_time: 0.005, memory: 5015, top1_acc: 0.1740, top5_acc: 0.3980, loss_cls: 4.0064, loss: 4.0064, grad_norm: 0.9557 2020-07-28 07:44:06,156 - mmaction - INFO - Epoch [22][320/940] lr: 3.867e-01, eta: 1 day, 16:42:21, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1748, top5_acc: 0.3969, loss_cls: 3.9759, loss: 3.9759, grad_norm: 0.9537 2020-07-28 07:44:26,453 - mmaction - INFO - Epoch [22][340/940] lr: 3.867e-01, eta: 1 day, 16:42:07, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1705, top5_acc: 0.3975, loss_cls: 4.0108, loss: 4.0108, grad_norm: 0.9569 2020-07-28 07:44:45,040 - mmaction - INFO - Epoch [22][360/940] lr: 3.867e-01, eta: 1 day, 16:41:39, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.1791, top5_acc: 0.4012, loss_cls: 3.9617, loss: 3.9617, grad_norm: 0.9543 2020-07-28 07:45:04,439 - mmaction - INFO - Epoch [22][380/940] lr: 3.867e-01, eta: 1 day, 16:41:18, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1750, top5_acc: 0.4014, loss_cls: 3.9951, loss: 3.9951, grad_norm: 0.9523 2020-07-28 07:45:24,773 - mmaction - INFO - Epoch [22][400/940] lr: 3.867e-01, eta: 1 day, 16:41:03, time: 1.017, data_time: 0.002, memory: 5015, top1_acc: 0.1824, top5_acc: 0.4062, loss_cls: 3.9334, loss: 3.9334, grad_norm: 0.9409 2020-07-28 07:45:44,671 - mmaction - INFO - Epoch [22][420/940] lr: 3.867e-01, eta: 1 day, 16:40:45, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1682, top5_acc: 0.3877, loss_cls: 4.0091, loss: 4.0091, grad_norm: 0.9528 2020-07-28 07:46:04,569 - mmaction - INFO - Epoch [22][440/940] lr: 3.867e-01, eta: 1 day, 16:40:27, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1805, top5_acc: 0.4053, loss_cls: 3.9710, loss: 3.9710, grad_norm: 0.9624 2020-07-28 07:46:25,421 - mmaction - INFO - Epoch [22][460/940] lr: 3.867e-01, eta: 1 day, 16:40:16, time: 1.041, data_time: 0.005, memory: 5015, top1_acc: 0.1842, top5_acc: 0.3982, loss_cls: 3.9802, loss: 3.9802, grad_norm: 0.9561 2020-07-28 07:46:43,874 - mmaction - INFO - Epoch [22][480/940] lr: 3.867e-01, eta: 1 day, 16:39:48, time: 0.924, data_time: 0.005, memory: 5015, top1_acc: 0.1832, top5_acc: 0.3910, loss_cls: 3.9917, loss: 3.9917, grad_norm: 0.9541 2020-07-28 07:47:03,300 - mmaction - INFO - Epoch [22][500/940] lr: 3.867e-01, eta: 1 day, 16:39:27, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.1773, top5_acc: 0.3906, loss_cls: 4.0082, loss: 4.0082, grad_norm: 0.9696 2020-07-28 07:47:22,791 - mmaction - INFO - Epoch [22][520/940] lr: 3.867e-01, eta: 1 day, 16:39:06, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1873, top5_acc: 0.4080, loss_cls: 3.9261, loss: 3.9261, grad_norm: 0.9521 2020-07-28 07:47:43,083 - mmaction - INFO - Epoch [22][540/940] lr: 3.867e-01, eta: 1 day, 16:38:51, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.1715, top5_acc: 0.3945, loss_cls: 4.0114, loss: 4.0114, grad_norm: 0.9400 2020-07-28 07:48:02,766 - mmaction - INFO - Epoch [22][560/940] lr: 3.867e-01, eta: 1 day, 16:38:32, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1775, top5_acc: 0.4041, loss_cls: 3.9526, loss: 3.9526, grad_norm: 0.9550 2020-07-28 07:48:22,352 - mmaction - INFO - Epoch [22][580/940] lr: 3.867e-01, eta: 1 day, 16:38:11, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1738, top5_acc: 0.3937, loss_cls: 4.0018, loss: 4.0018, grad_norm: 0.9581 2020-07-28 07:48:41,322 - mmaction - INFO - Epoch [22][600/940] lr: 3.867e-01, eta: 1 day, 16:37:47, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.1855, top5_acc: 0.4016, loss_cls: 3.9451, loss: 3.9451, grad_norm: 0.9406 2020-07-28 07:49:00,721 - mmaction - INFO - Epoch [22][620/940] lr: 3.867e-01, eta: 1 day, 16:37:25, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4021, loss_cls: 3.9813, loss: 3.9813, grad_norm: 0.9338 2020-07-28 07:49:19,366 - mmaction - INFO - Epoch [22][640/940] lr: 3.867e-01, eta: 1 day, 16:36:58, time: 0.933, data_time: 0.002, memory: 5015, top1_acc: 0.1770, top5_acc: 0.4006, loss_cls: 3.9779, loss: 3.9779, grad_norm: 0.9381 2020-07-28 07:49:38,441 - mmaction - INFO - Epoch [22][660/940] lr: 3.867e-01, eta: 1 day, 16:36:34, time: 0.952, data_time: 0.004, memory: 5015, top1_acc: 0.1656, top5_acc: 0.3945, loss_cls: 4.0022, loss: 4.0022, grad_norm: 0.9567 2020-07-28 07:49:57,161 - mmaction - INFO - Epoch [22][680/940] lr: 3.867e-01, eta: 1 day, 16:36:08, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.1771, top5_acc: 0.3986, loss_cls: 3.9896, loss: 3.9896, grad_norm: 0.9356 2020-07-28 07:50:17,713 - mmaction - INFO - Epoch [22][700/940] lr: 3.867e-01, eta: 1 day, 16:35:55, time: 1.026, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4004, loss_cls: 3.9966, loss: 3.9966, grad_norm: 0.9567 2020-07-28 07:50:37,113 - mmaction - INFO - Epoch [22][720/940] lr: 3.867e-01, eta: 1 day, 16:35:33, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1805, top5_acc: 0.3889, loss_cls: 4.0092, loss: 4.0092, grad_norm: 0.9447 2020-07-28 07:50:56,900 - mmaction - INFO - Epoch [22][740/940] lr: 3.867e-01, eta: 1 day, 16:35:15, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1691, top5_acc: 0.3955, loss_cls: 3.9887, loss: 3.9887, grad_norm: 0.9387 2020-07-28 07:51:16,356 - mmaction - INFO - Epoch [22][760/940] lr: 3.867e-01, eta: 1 day, 16:34:54, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1803, top5_acc: 0.4041, loss_cls: 3.9870, loss: 3.9870, grad_norm: 0.9437 2020-07-28 07:51:36,388 - mmaction - INFO - Epoch [22][780/940] lr: 3.867e-01, eta: 1 day, 16:34:37, time: 1.000, data_time: 0.006, memory: 5015, top1_acc: 0.1770, top5_acc: 0.4062, loss_cls: 3.9665, loss: 3.9665, grad_norm: 0.9561 2020-07-28 07:51:56,181 - mmaction - INFO - Epoch [22][800/940] lr: 3.867e-01, eta: 1 day, 16:34:18, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.1721, top5_acc: 0.3943, loss_cls: 4.0007, loss: 4.0007, grad_norm: 0.9558 2020-07-28 07:52:16,422 - mmaction - INFO - Epoch [22][820/940] lr: 3.867e-01, eta: 1 day, 16:34:03, time: 1.012, data_time: 0.002, memory: 5015, top1_acc: 0.1791, top5_acc: 0.4002, loss_cls: 3.9487, loss: 3.9487, grad_norm: 0.9336 2020-07-28 07:52:36,024 - mmaction - INFO - Epoch [22][840/940] lr: 3.867e-01, eta: 1 day, 16:33:43, time: 0.978, data_time: 0.004, memory: 5015, top1_acc: 0.1791, top5_acc: 0.4018, loss_cls: 3.9818, loss: 3.9818, grad_norm: 0.9505 2020-07-28 07:52:56,186 - mmaction - INFO - Epoch [22][860/940] lr: 3.867e-01, eta: 1 day, 16:33:27, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.1713, top5_acc: 0.4000, loss_cls: 4.0093, loss: 4.0093, grad_norm: 0.9388 2020-07-28 07:53:14,611 - mmaction - INFO - Epoch [22][880/940] lr: 3.867e-01, eta: 1 day, 16:32:58, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.1791, top5_acc: 0.4100, loss_cls: 3.9605, loss: 3.9605, grad_norm: 0.9340 2020-07-28 07:53:34,060 - mmaction - INFO - Epoch [22][900/940] lr: 3.867e-01, eta: 1 day, 16:32:37, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1834, top5_acc: 0.4074, loss_cls: 3.9578, loss: 3.9578, grad_norm: 0.9498 2020-07-28 07:53:53,819 - mmaction - INFO - Epoch [22][920/940] lr: 3.867e-01, eta: 1 day, 16:32:18, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4002, loss_cls: 3.9618, loss: 3.9618, grad_norm: 0.9522 2020-07-28 07:54:13,341 - mmaction - INFO - Epoch [22][940/940] lr: 3.867e-01, eta: 1 day, 16:31:58, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1705, top5_acc: 0.3894, loss_cls: 4.0265, loss: 4.0265, grad_norm: 0.9495 2020-07-28 07:54:13,633 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-28 07:54:39,803 - mmaction - INFO - Epoch [23][20/940] lr: 3.854e-01, eta: 1 day, 16:32:08, time: 1.194, data_time: 0.289, memory: 5015, top1_acc: 0.1836, top5_acc: 0.4094, loss_cls: 3.9228, loss: 3.9228, grad_norm: 0.9666 2020-07-28 07:54:58,277 - mmaction - INFO - Epoch [23][40/940] lr: 3.854e-01, eta: 1 day, 16:31:40, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.1787, top5_acc: 0.4061, loss_cls: 3.9510, loss: 3.9510, grad_norm: 0.9505 2020-07-28 07:55:18,004 - mmaction - INFO - Epoch [23][60/940] lr: 3.854e-01, eta: 1 day, 16:31:21, time: 0.987, data_time: 0.003, memory: 5015, top1_acc: 0.1779, top5_acc: 0.4129, loss_cls: 3.9484, loss: 3.9484, grad_norm: 0.9431 2020-07-28 07:55:38,479 - mmaction - INFO - Epoch [23][80/940] lr: 3.854e-01, eta: 1 day, 16:31:07, time: 1.022, data_time: 0.004, memory: 5015, top1_acc: 0.1820, top5_acc: 0.4180, loss_cls: 3.9086, loss: 3.9086, grad_norm: 0.9569 2020-07-28 07:55:59,002 - mmaction - INFO - Epoch [23][100/940] lr: 3.854e-01, eta: 1 day, 16:30:54, time: 1.028, data_time: 0.005, memory: 5015, top1_acc: 0.1736, top5_acc: 0.4004, loss_cls: 3.9666, loss: 3.9666, grad_norm: 0.9700 2020-07-28 07:56:18,544 - mmaction - INFO - Epoch [23][120/940] lr: 3.854e-01, eta: 1 day, 16:30:33, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1863, top5_acc: 0.4055, loss_cls: 3.9571, loss: 3.9571, grad_norm: 0.9427 2020-07-28 07:56:37,436 - mmaction - INFO - Epoch [23][140/940] lr: 3.854e-01, eta: 1 day, 16:30:08, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1832, top5_acc: 0.4078, loss_cls: 3.9549, loss: 3.9549, grad_norm: 0.9817 2020-07-28 07:56:57,502 - mmaction - INFO - Epoch [23][160/940] lr: 3.854e-01, eta: 1 day, 16:29:51, time: 1.001, data_time: 0.004, memory: 5015, top1_acc: 0.1773, top5_acc: 0.4000, loss_cls: 3.9650, loss: 3.9650, grad_norm: 0.9504 2020-07-28 07:57:16,920 - mmaction - INFO - Epoch [23][180/940] lr: 3.854e-01, eta: 1 day, 16:29:30, time: 0.973, data_time: 0.006, memory: 5015, top1_acc: 0.1758, top5_acc: 0.3918, loss_cls: 3.9841, loss: 3.9841, grad_norm: 0.9566 2020-07-28 07:57:36,738 - mmaction - INFO - Epoch [23][200/940] lr: 3.854e-01, eta: 1 day, 16:29:12, time: 0.990, data_time: 0.004, memory: 5015, top1_acc: 0.1906, top5_acc: 0.4082, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9559 2020-07-28 07:57:56,637 - mmaction - INFO - Epoch [23][220/940] lr: 3.854e-01, eta: 1 day, 16:28:54, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1750, top5_acc: 0.3992, loss_cls: 3.9969, loss: 3.9969, grad_norm: 0.9550 2020-07-28 07:58:16,250 - mmaction - INFO - Epoch [23][240/940] lr: 3.854e-01, eta: 1 day, 16:28:34, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1912, top5_acc: 0.4088, loss_cls: 3.9689, loss: 3.9689, grad_norm: 0.9716 2020-07-28 07:58:36,240 - mmaction - INFO - Epoch [23][260/940] lr: 3.854e-01, eta: 1 day, 16:28:17, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1854, top5_acc: 0.4107, loss_cls: 3.9315, loss: 3.9315, grad_norm: 0.9468 2020-07-28 07:58:55,216 - mmaction - INFO - Epoch [23][280/940] lr: 3.854e-01, eta: 1 day, 16:27:52, time: 0.947, data_time: 0.004, memory: 5015, top1_acc: 0.1793, top5_acc: 0.3979, loss_cls: 3.9927, loss: 3.9927, grad_norm: 0.9356 2020-07-28 07:59:14,878 - mmaction - INFO - Epoch [23][300/940] lr: 3.854e-01, eta: 1 day, 16:27:33, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1818, top5_acc: 0.4027, loss_cls: 3.9523, loss: 3.9523, grad_norm: 0.9556 2020-07-28 07:59:34,354 - mmaction - INFO - Epoch [23][320/940] lr: 3.854e-01, eta: 1 day, 16:27:11, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1775, top5_acc: 0.3990, loss_cls: 3.9688, loss: 3.9688, grad_norm: 0.9592 2020-07-28 07:59:54,203 - mmaction - INFO - Epoch [23][340/940] lr: 3.854e-01, eta: 1 day, 16:26:53, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1756, top5_acc: 0.3988, loss_cls: 3.9597, loss: 3.9597, grad_norm: 0.9575 2020-07-28 08:00:17,218 - mmaction - INFO - Epoch [23][360/940] lr: 3.854e-01, eta: 1 day, 16:26:56, time: 1.141, data_time: 0.005, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4031, loss_cls: 3.9675, loss: 3.9675, grad_norm: 0.9579 2020-07-28 08:00:37,175 - mmaction - INFO - Epoch [23][380/940] lr: 3.854e-01, eta: 1 day, 16:26:40, time: 1.007, data_time: 0.019, memory: 5015, top1_acc: 0.1789, top5_acc: 0.4070, loss_cls: 3.9650, loss: 3.9650, grad_norm: 0.9651 2020-07-28 08:00:55,596 - mmaction - INFO - Epoch [23][400/940] lr: 3.854e-01, eta: 1 day, 16:26:11, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.1826, top5_acc: 0.4016, loss_cls: 3.9582, loss: 3.9582, grad_norm: 0.9559 2020-07-28 08:01:15,044 - mmaction - INFO - Epoch [23][420/940] lr: 3.854e-01, eta: 1 day, 16:25:50, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4062, loss_cls: 3.9412, loss: 3.9412, grad_norm: 0.9499 2020-07-28 08:01:34,195 - mmaction - INFO - Epoch [23][440/940] lr: 3.854e-01, eta: 1 day, 16:25:27, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.1768, top5_acc: 0.4051, loss_cls: 3.9736, loss: 3.9736, grad_norm: 0.9486 2020-07-28 08:01:53,765 - mmaction - INFO - Epoch [23][460/940] lr: 3.854e-01, eta: 1 day, 16:25:07, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.1840, top5_acc: 0.3922, loss_cls: 3.9789, loss: 3.9789, grad_norm: 0.9539 2020-07-28 08:02:14,546 - mmaction - INFO - Epoch [23][480/940] lr: 3.854e-01, eta: 1 day, 16:24:55, time: 1.038, data_time: 0.005, memory: 5015, top1_acc: 0.1809, top5_acc: 0.4047, loss_cls: 3.9458, loss: 3.9458, grad_norm: 0.9518 2020-07-28 08:02:33,602 - mmaction - INFO - Epoch [23][500/940] lr: 3.854e-01, eta: 1 day, 16:24:31, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1822, top5_acc: 0.3955, loss_cls: 4.0179, loss: 4.0179, grad_norm: 0.9554 2020-07-28 08:02:52,522 - mmaction - INFO - Epoch [23][520/940] lr: 3.854e-01, eta: 1 day, 16:24:06, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.1791, top5_acc: 0.4010, loss_cls: 3.9552, loss: 3.9552, grad_norm: 0.9546 2020-07-28 08:03:13,024 - mmaction - INFO - Epoch [23][540/940] lr: 3.854e-01, eta: 1 day, 16:23:53, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1842, top5_acc: 0.4023, loss_cls: 3.9785, loss: 3.9785, grad_norm: 0.9549 2020-07-28 08:03:32,503 - mmaction - INFO - Epoch [23][560/940] lr: 3.854e-01, eta: 1 day, 16:23:32, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1836, top5_acc: 0.3986, loss_cls: 3.9903, loss: 3.9903, grad_norm: 0.9700 2020-07-28 08:03:51,703 - mmaction - INFO - Epoch [23][580/940] lr: 3.854e-01, eta: 1 day, 16:23:09, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.1756, top5_acc: 0.4006, loss_cls: 3.9941, loss: 3.9941, grad_norm: 0.9349 2020-07-28 08:04:12,105 - mmaction - INFO - Epoch [23][600/940] lr: 3.854e-01, eta: 1 day, 16:22:54, time: 1.019, data_time: 0.006, memory: 5015, top1_acc: 0.1850, top5_acc: 0.4117, loss_cls: 3.9578, loss: 3.9578, grad_norm: 0.9733 2020-07-28 08:04:32,125 - mmaction - INFO - Epoch [23][620/940] lr: 3.854e-01, eta: 1 day, 16:22:37, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1742, top5_acc: 0.4016, loss_cls: 3.9851, loss: 3.9851, grad_norm: 0.9395 2020-07-28 08:04:51,703 - mmaction - INFO - Epoch [23][640/940] lr: 3.854e-01, eta: 1 day, 16:22:17, time: 0.979, data_time: 0.002, memory: 5015, top1_acc: 0.1783, top5_acc: 0.4051, loss_cls: 3.9708, loss: 3.9708, grad_norm: 0.9634 2020-07-28 08:05:10,798 - mmaction - INFO - Epoch [23][660/940] lr: 3.854e-01, eta: 1 day, 16:21:54, time: 0.955, data_time: 0.004, memory: 5015, top1_acc: 0.1846, top5_acc: 0.4043, loss_cls: 3.9478, loss: 3.9478, grad_norm: 0.9429 2020-07-28 08:05:30,432 - mmaction - INFO - Epoch [23][680/940] lr: 3.854e-01, eta: 1 day, 16:21:34, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4088, loss_cls: 3.9068, loss: 3.9068, grad_norm: 0.9638 2020-07-28 08:05:50,021 - mmaction - INFO - Epoch [23][700/940] lr: 3.854e-01, eta: 1 day, 16:21:14, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1738, top5_acc: 0.3980, loss_cls: 3.9776, loss: 3.9776, grad_norm: 0.9488 2020-07-28 08:06:09,773 - mmaction - INFO - Epoch [23][720/940] lr: 3.854e-01, eta: 1 day, 16:20:55, time: 0.989, data_time: 0.006, memory: 5015, top1_acc: 0.1830, top5_acc: 0.3992, loss_cls: 3.9691, loss: 3.9691, grad_norm: 0.9546 2020-07-28 08:06:28,866 - mmaction - INFO - Epoch [23][740/940] lr: 3.854e-01, eta: 1 day, 16:20:31, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1867, top5_acc: 0.4074, loss_cls: 3.9518, loss: 3.9518, grad_norm: 0.9730 2020-07-28 08:06:47,924 - mmaction - INFO - Epoch [23][760/940] lr: 3.854e-01, eta: 1 day, 16:20:08, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1818, top5_acc: 0.4086, loss_cls: 3.9720, loss: 3.9720, grad_norm: 0.9544 2020-07-28 08:07:07,299 - mmaction - INFO - Epoch [23][780/940] lr: 3.854e-01, eta: 1 day, 16:19:46, time: 0.966, data_time: 0.004, memory: 5015, top1_acc: 0.1785, top5_acc: 0.4000, loss_cls: 3.9631, loss: 3.9631, grad_norm: 0.9624 2020-07-28 08:07:26,246 - mmaction - INFO - Epoch [23][800/940] lr: 3.854e-01, eta: 1 day, 16:19:21, time: 0.950, data_time: 0.006, memory: 5015, top1_acc: 0.1773, top5_acc: 0.4061, loss_cls: 3.9614, loss: 3.9614, grad_norm: 0.9617 2020-07-28 08:07:46,527 - mmaction - INFO - Epoch [23][820/940] lr: 3.854e-01, eta: 1 day, 16:19:06, time: 1.013, data_time: 0.006, memory: 5015, top1_acc: 0.1877, top5_acc: 0.4203, loss_cls: 3.9270, loss: 3.9270, grad_norm: 0.9763 2020-07-28 08:08:06,399 - mmaction - INFO - Epoch [23][840/940] lr: 3.854e-01, eta: 1 day, 16:18:48, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1793, top5_acc: 0.4012, loss_cls: 3.9492, loss: 3.9492, grad_norm: 0.9345 2020-07-28 08:08:25,369 - mmaction - INFO - Epoch [23][860/940] lr: 3.854e-01, eta: 1 day, 16:18:23, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1895, top5_acc: 0.4084, loss_cls: 3.9468, loss: 3.9468, grad_norm: 0.9593 2020-07-28 08:08:44,416 - mmaction - INFO - Epoch [23][880/940] lr: 3.854e-01, eta: 1 day, 16:18:00, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1850, top5_acc: 0.4121, loss_cls: 3.9380, loss: 3.9380, grad_norm: 0.9630 2020-07-28 08:09:04,217 - mmaction - INFO - Epoch [23][900/940] lr: 3.854e-01, eta: 1 day, 16:17:41, time: 0.990, data_time: 0.004, memory: 5015, top1_acc: 0.1838, top5_acc: 0.4066, loss_cls: 3.9657, loss: 3.9657, grad_norm: 0.9524 2020-07-28 08:09:23,818 - mmaction - INFO - Epoch [23][920/940] lr: 3.854e-01, eta: 1 day, 16:17:21, time: 0.980, data_time: 0.002, memory: 5015, top1_acc: 0.1799, top5_acc: 0.4090, loss_cls: 3.9278, loss: 3.9278, grad_norm: 0.9530 2020-07-28 08:09:42,026 - mmaction - INFO - Epoch [23][940/940] lr: 3.854e-01, eta: 1 day, 16:16:51, time: 0.909, data_time: 0.006, memory: 5015, top1_acc: 0.1739, top5_acc: 0.3918, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.9633 2020-07-28 08:09:42,365 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-07-28 08:10:11,467 - mmaction - INFO - Epoch [24][20/940] lr: 3.841e-01, eta: 1 day, 16:17:08, time: 1.251, data_time: 0.330, memory: 5015, top1_acc: 0.1893, top5_acc: 0.4145, loss_cls: 3.8959, loss: 3.8959, grad_norm: 0.9679 2020-07-28 08:10:29,515 - mmaction - INFO - Epoch [24][40/940] lr: 3.841e-01, eta: 1 day, 16:16:38, time: 0.903, data_time: 0.002, memory: 5015, top1_acc: 0.1955, top5_acc: 0.4139, loss_cls: 3.9367, loss: 3.9367, grad_norm: 0.9820 2020-07-28 08:10:49,371 - mmaction - INFO - Epoch [24][60/940] lr: 3.841e-01, eta: 1 day, 16:16:19, time: 0.991, data_time: 0.004, memory: 5015, top1_acc: 0.1816, top5_acc: 0.4043, loss_cls: 3.9743, loss: 3.9743, grad_norm: 0.9442 2020-07-28 08:11:08,577 - mmaction - INFO - Epoch [24][80/940] lr: 3.841e-01, eta: 1 day, 16:15:57, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1797, top5_acc: 0.3936, loss_cls: 3.9746, loss: 3.9746, grad_norm: 0.9741 2020-07-28 08:11:28,393 - mmaction - INFO - Epoch [24][100/940] lr: 3.841e-01, eta: 1 day, 16:15:38, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1797, top5_acc: 0.4055, loss_cls: 3.9621, loss: 3.9621, grad_norm: 0.9494 2020-07-28 08:11:47,251 - mmaction - INFO - Epoch [24][120/940] lr: 3.841e-01, eta: 1 day, 16:15:13, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.1781, top5_acc: 0.4062, loss_cls: 3.9588, loss: 3.9588, grad_norm: 0.9722 2020-07-28 08:12:07,396 - mmaction - INFO - Epoch [24][140/940] lr: 3.841e-01, eta: 1 day, 16:14:56, time: 1.006, data_time: 0.004, memory: 5015, top1_acc: 0.1863, top5_acc: 0.4084, loss_cls: 3.9459, loss: 3.9459, grad_norm: 0.9622 2020-07-28 08:12:26,466 - mmaction - INFO - Epoch [24][160/940] lr: 3.841e-01, eta: 1 day, 16:14:33, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1760, top5_acc: 0.4102, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.9607 2020-07-28 08:12:46,027 - mmaction - INFO - Epoch [24][180/940] lr: 3.841e-01, eta: 1 day, 16:14:13, time: 0.979, data_time: 0.006, memory: 5015, top1_acc: 0.1754, top5_acc: 0.4057, loss_cls: 3.9575, loss: 3.9575, grad_norm: 0.9584 2020-07-28 08:13:05,137 - mmaction - INFO - Epoch [24][200/940] lr: 3.841e-01, eta: 1 day, 16:13:49, time: 0.956, data_time: 0.002, memory: 5015, top1_acc: 0.1869, top5_acc: 0.4105, loss_cls: 3.9512, loss: 3.9512, grad_norm: 0.9581 2020-07-28 08:13:24,723 - mmaction - INFO - Epoch [24][220/940] lr: 3.841e-01, eta: 1 day, 16:13:29, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1822, top5_acc: 0.4049, loss_cls: 3.9565, loss: 3.9565, grad_norm: 0.9595 2020-07-28 08:13:43,991 - mmaction - INFO - Epoch [24][240/940] lr: 3.841e-01, eta: 1 day, 16:13:07, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1900, top5_acc: 0.4082, loss_cls: 3.9263, loss: 3.9263, grad_norm: 0.9758 2020-07-28 08:14:03,461 - mmaction - INFO - Epoch [24][260/940] lr: 3.841e-01, eta: 1 day, 16:12:46, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1838, top5_acc: 0.4041, loss_cls: 3.9437, loss: 3.9437, grad_norm: 0.9575 2020-07-28 08:14:23,245 - mmaction - INFO - Epoch [24][280/940] lr: 3.841e-01, eta: 1 day, 16:12:27, time: 0.991, data_time: 0.006, memory: 5015, top1_acc: 0.1783, top5_acc: 0.3963, loss_cls: 4.0106, loss: 4.0106, grad_norm: 0.9664 2020-07-28 08:14:42,679 - mmaction - INFO - Epoch [24][300/940] lr: 3.841e-01, eta: 1 day, 16:12:06, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1900, top5_acc: 0.4041, loss_cls: 3.9217, loss: 3.9217, grad_norm: 0.9454 2020-07-28 08:15:02,120 - mmaction - INFO - Epoch [24][320/940] lr: 3.841e-01, eta: 1 day, 16:11:45, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1855, top5_acc: 0.4141, loss_cls: 3.9296, loss: 3.9296, grad_norm: 0.9494 2020-07-28 08:15:21,480 - mmaction - INFO - Epoch [24][340/940] lr: 3.841e-01, eta: 1 day, 16:11:24, time: 0.969, data_time: 0.006, memory: 5015, top1_acc: 0.1891, top5_acc: 0.4195, loss_cls: 3.9000, loss: 3.9000, grad_norm: 0.9630 2020-07-28 08:15:41,375 - mmaction - INFO - Epoch [24][360/940] lr: 3.841e-01, eta: 1 day, 16:11:05, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1928, top5_acc: 0.4041, loss_cls: 3.9287, loss: 3.9287, grad_norm: 0.9531 2020-07-28 08:16:00,538 - mmaction - INFO - Epoch [24][380/940] lr: 3.841e-01, eta: 1 day, 16:10:43, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.1904, top5_acc: 0.4162, loss_cls: 3.9142, loss: 3.9142, grad_norm: 0.9727 2020-07-28 08:16:20,537 - mmaction - INFO - Epoch [24][400/940] lr: 3.841e-01, eta: 1 day, 16:10:25, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1924, top5_acc: 0.4037, loss_cls: 3.9333, loss: 3.9333, grad_norm: 0.9749 2020-07-28 08:16:39,232 - mmaction - INFO - Epoch [24][420/940] lr: 3.841e-01, eta: 1 day, 16:09:59, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.1721, top5_acc: 0.4088, loss_cls: 3.9634, loss: 3.9634, grad_norm: 0.9624 2020-07-28 08:16:58,929 - mmaction - INFO - Epoch [24][440/940] lr: 3.841e-01, eta: 1 day, 16:09:40, time: 0.983, data_time: 0.004, memory: 5015, top1_acc: 0.1768, top5_acc: 0.4008, loss_cls: 3.9647, loss: 3.9647, grad_norm: 0.9778 2020-07-28 08:17:17,858 - mmaction - INFO - Epoch [24][460/940] lr: 3.841e-01, eta: 1 day, 16:09:15, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1773, top5_acc: 0.4004, loss_cls: 3.9685, loss: 3.9685, grad_norm: 0.9657 2020-07-28 08:17:36,344 - mmaction - INFO - Epoch [24][480/940] lr: 3.841e-01, eta: 1 day, 16:08:48, time: 0.922, data_time: 0.005, memory: 5015, top1_acc: 0.1891, top5_acc: 0.4062, loss_cls: 3.9391, loss: 3.9391, grad_norm: 0.9656 2020-07-28 08:17:56,594 - mmaction - INFO - Epoch [24][500/940] lr: 3.841e-01, eta: 1 day, 16:08:32, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.1807, top5_acc: 0.4008, loss_cls: 3.9737, loss: 3.9737, grad_norm: 0.9584 2020-07-28 08:18:17,080 - mmaction - INFO - Epoch [24][520/940] lr: 3.841e-01, eta: 1 day, 16:08:18, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.1877, top5_acc: 0.4066, loss_cls: 3.9141, loss: 3.9141, grad_norm: 0.9425 2020-07-28 08:18:36,344 - mmaction - INFO - Epoch [24][540/940] lr: 3.841e-01, eta: 1 day, 16:07:56, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.1807, top5_acc: 0.4020, loss_cls: 3.9446, loss: 3.9446, grad_norm: 0.9578 2020-07-28 08:18:56,095 - mmaction - INFO - Epoch [24][560/940] lr: 3.841e-01, eta: 1 day, 16:07:37, time: 0.987, data_time: 0.004, memory: 5015, top1_acc: 0.1920, top5_acc: 0.4148, loss_cls: 3.9035, loss: 3.9035, grad_norm: 0.9513 2020-07-28 08:19:15,700 - mmaction - INFO - Epoch [24][580/940] lr: 3.841e-01, eta: 1 day, 16:07:17, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.1834, top5_acc: 0.4057, loss_cls: 3.9083, loss: 3.9083, grad_norm: 0.9694 2020-07-28 08:19:34,661 - mmaction - INFO - Epoch [24][600/940] lr: 3.841e-01, eta: 1 day, 16:06:53, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1770, top5_acc: 0.3992, loss_cls: 3.9714, loss: 3.9714, grad_norm: 0.9639 2020-07-28 08:19:54,118 - mmaction - INFO - Epoch [24][620/940] lr: 3.841e-01, eta: 1 day, 16:06:32, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1734, top5_acc: 0.4039, loss_cls: 3.9703, loss: 3.9703, grad_norm: 0.9502 2020-07-28 08:20:14,445 - mmaction - INFO - Epoch [24][640/940] lr: 3.841e-01, eta: 1 day, 16:06:17, time: 1.016, data_time: 0.002, memory: 5015, top1_acc: 0.1834, top5_acc: 0.4121, loss_cls: 3.9338, loss: 3.9338, grad_norm: 0.9843 2020-07-28 08:20:33,335 - mmaction - INFO - Epoch [24][660/940] lr: 3.841e-01, eta: 1 day, 16:05:52, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.1756, top5_acc: 0.4014, loss_cls: 3.9794, loss: 3.9794, grad_norm: 0.9808 2020-07-28 08:20:54,117 - mmaction - INFO - Epoch [24][680/940] lr: 3.841e-01, eta: 1 day, 16:05:40, time: 1.040, data_time: 0.005, memory: 5015, top1_acc: 0.1807, top5_acc: 0.4090, loss_cls: 3.9640, loss: 3.9640, grad_norm: 0.9647 2020-07-28 08:21:13,658 - mmaction - INFO - Epoch [24][700/940] lr: 3.841e-01, eta: 1 day, 16:05:19, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1811, top5_acc: 0.4146, loss_cls: 3.9113, loss: 3.9113, grad_norm: 0.9808 2020-07-28 08:21:34,873 - mmaction - INFO - Epoch [24][720/940] lr: 3.841e-01, eta: 1 day, 16:05:10, time: 1.062, data_time: 0.005, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4172, loss_cls: 3.9086, loss: 3.9086, grad_norm: 0.9766 2020-07-28 08:21:53,477 - mmaction - INFO - Epoch [24][740/940] lr: 3.841e-01, eta: 1 day, 16:04:43, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.1729, top5_acc: 0.3920, loss_cls: 3.9945, loss: 3.9945, grad_norm: 0.9660 2020-07-28 08:22:12,843 - mmaction - INFO - Epoch [24][760/940] lr: 3.841e-01, eta: 1 day, 16:04:22, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1756, top5_acc: 0.4021, loss_cls: 3.9679, loss: 3.9679, grad_norm: 0.9533 2020-07-28 08:22:32,050 - mmaction - INFO - Epoch [24][780/940] lr: 3.841e-01, eta: 1 day, 16:03:59, time: 0.960, data_time: 0.002, memory: 5015, top1_acc: 0.1787, top5_acc: 0.3965, loss_cls: 3.9923, loss: 3.9923, grad_norm: 0.9478 2020-07-28 08:22:52,409 - mmaction - INFO - Epoch [24][800/940] lr: 3.841e-01, eta: 1 day, 16:03:44, time: 1.016, data_time: 0.004, memory: 5015, top1_acc: 0.1883, top5_acc: 0.4131, loss_cls: 3.9093, loss: 3.9093, grad_norm: 0.9957 2020-07-28 08:23:11,735 - mmaction - INFO - Epoch [24][820/940] lr: 3.841e-01, eta: 1 day, 16:03:23, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1762, top5_acc: 0.4033, loss_cls: 3.9689, loss: 3.9689, grad_norm: 0.9573 2020-07-28 08:23:31,513 - mmaction - INFO - Epoch [24][840/940] lr: 3.841e-01, eta: 1 day, 16:03:04, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1879, top5_acc: 0.4029, loss_cls: 3.9558, loss: 3.9558, grad_norm: 0.9649 2020-07-28 08:23:51,631 - mmaction - INFO - Epoch [24][860/940] lr: 3.841e-01, eta: 1 day, 16:02:47, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1836, top5_acc: 0.4148, loss_cls: 3.8991, loss: 3.8991, grad_norm: 0.9612 2020-07-28 08:24:11,150 - mmaction - INFO - Epoch [24][880/940] lr: 3.841e-01, eta: 1 day, 16:02:26, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.1869, top5_acc: 0.4139, loss_cls: 3.9064, loss: 3.9064, grad_norm: 0.9877 2020-07-28 08:24:30,976 - mmaction - INFO - Epoch [24][900/940] lr: 3.841e-01, eta: 1 day, 16:02:08, time: 0.994, data_time: 0.006, memory: 5015, top1_acc: 0.1861, top5_acc: 0.4029, loss_cls: 3.9632, loss: 3.9632, grad_norm: 0.9906 2020-07-28 08:24:51,829 - mmaction - INFO - Epoch [24][920/940] lr: 3.841e-01, eta: 1 day, 16:01:56, time: 1.041, data_time: 0.004, memory: 5015, top1_acc: 0.1861, top5_acc: 0.4008, loss_cls: 3.9521, loss: 3.9521, grad_norm: 0.9624 2020-07-28 08:25:09,790 - mmaction - INFO - Epoch [24][940/940] lr: 3.841e-01, eta: 1 day, 16:01:26, time: 0.900, data_time: 0.006, memory: 5015, top1_acc: 0.1776, top5_acc: 0.4000, loss_cls: 3.9709, loss: 3.9709, grad_norm: 0.9600 2020-07-28 08:25:10,033 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-28 08:25:36,392 - mmaction - INFO - Epoch [25][20/940] lr: 3.827e-01, eta: 1 day, 16:01:29, time: 1.160, data_time: 0.245, memory: 5015, top1_acc: 0.1836, top5_acc: 0.4061, loss_cls: 3.9138, loss: 3.9138, grad_norm: 0.9578 2020-07-28 08:25:54,756 - mmaction - INFO - Epoch [25][40/940] lr: 3.827e-01, eta: 1 day, 16:01:01, time: 0.917, data_time: 0.005, memory: 5015, top1_acc: 0.1846, top5_acc: 0.4037, loss_cls: 3.9577, loss: 3.9577, grad_norm: 0.9565 2020-07-28 08:26:13,852 - mmaction - INFO - Epoch [25][60/940] lr: 3.827e-01, eta: 1 day, 16:00:38, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1877, top5_acc: 0.4174, loss_cls: 3.9162, loss: 3.9162, grad_norm: 0.9710 2020-07-28 08:26:33,913 - mmaction - INFO - Epoch [25][80/940] lr: 3.827e-01, eta: 1 day, 16:00:21, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4066, loss_cls: 3.8977, loss: 3.8977, grad_norm: 0.9864 2020-07-28 08:26:53,365 - mmaction - INFO - Epoch [25][100/940] lr: 3.827e-01, eta: 1 day, 16:00:00, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1854, top5_acc: 0.4094, loss_cls: 3.9221, loss: 3.9221, grad_norm: 0.9767 2020-07-28 08:27:13,261 - mmaction - INFO - Epoch [25][120/940] lr: 3.827e-01, eta: 1 day, 15:59:42, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1875, top5_acc: 0.4131, loss_cls: 3.9272, loss: 3.9272, grad_norm: 0.9923 2020-07-28 08:27:32,501 - mmaction - INFO - Epoch [25][140/940] lr: 3.827e-01, eta: 1 day, 15:59:19, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.1760, top5_acc: 0.3953, loss_cls: 3.9676, loss: 3.9676, grad_norm: 0.9449 2020-07-28 08:27:52,314 - mmaction - INFO - Epoch [25][160/940] lr: 3.827e-01, eta: 1 day, 15:59:01, time: 0.991, data_time: 0.002, memory: 5015, top1_acc: 0.1859, top5_acc: 0.4145, loss_cls: 3.9129, loss: 3.9129, grad_norm: 0.9441 2020-07-28 08:28:11,668 - mmaction - INFO - Epoch [25][180/940] lr: 3.827e-01, eta: 1 day, 15:58:39, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1844, top5_acc: 0.4088, loss_cls: 3.9333, loss: 3.9333, grad_norm: 0.9516 2020-07-28 08:28:32,642 - mmaction - INFO - Epoch [25][200/940] lr: 3.827e-01, eta: 1 day, 15:58:28, time: 1.050, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4047, loss_cls: 3.9559, loss: 3.9559, grad_norm: 0.9789 2020-07-28 08:28:52,933 - mmaction - INFO - Epoch [25][220/940] lr: 3.827e-01, eta: 1 day, 15:58:12, time: 1.013, data_time: 0.006, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4195, loss_cls: 3.8890, loss: 3.8890, grad_norm: 0.9566 2020-07-28 08:29:11,608 - mmaction - INFO - Epoch [25][240/940] lr: 3.827e-01, eta: 1 day, 15:57:47, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.1928, top5_acc: 0.4100, loss_cls: 3.9109, loss: 3.9109, grad_norm: 0.9912 2020-07-28 08:29:30,782 - mmaction - INFO - Epoch [25][260/940] lr: 3.827e-01, eta: 1 day, 15:57:24, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.1885, top5_acc: 0.4072, loss_cls: 3.9295, loss: 3.9295, grad_norm: 0.9904 2020-07-28 08:29:51,507 - mmaction - INFO - Epoch [25][280/940] lr: 3.827e-01, eta: 1 day, 15:57:11, time: 1.038, data_time: 0.005, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4191, loss_cls: 3.9207, loss: 3.9207, grad_norm: 0.9888 2020-07-28 08:30:10,496 - mmaction - INFO - Epoch [25][300/940] lr: 3.827e-01, eta: 1 day, 15:56:47, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1895, top5_acc: 0.4182, loss_cls: 3.9003, loss: 3.9003, grad_norm: 0.9603 2020-07-28 08:30:30,303 - mmaction - INFO - Epoch [25][320/940] lr: 3.827e-01, eta: 1 day, 15:56:28, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1904, top5_acc: 0.4107, loss_cls: 3.9142, loss: 3.9142, grad_norm: 0.9744 2020-07-28 08:30:50,982 - mmaction - INFO - Epoch [25][340/940] lr: 3.827e-01, eta: 1 day, 15:56:15, time: 1.032, data_time: 0.004, memory: 5015, top1_acc: 0.1799, top5_acc: 0.3953, loss_cls: 3.9566, loss: 3.9566, grad_norm: 0.9730 2020-07-28 08:31:10,792 - mmaction - INFO - Epoch [25][360/940] lr: 3.827e-01, eta: 1 day, 15:55:57, time: 0.993, data_time: 0.006, memory: 5015, top1_acc: 0.1859, top5_acc: 0.4086, loss_cls: 3.9253, loss: 3.9253, grad_norm: 0.9530 2020-07-28 08:31:31,298 - mmaction - INFO - Epoch [25][380/940] lr: 3.827e-01, eta: 1 day, 15:55:42, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.1930, top5_acc: 0.4275, loss_cls: 3.8633, loss: 3.8633, grad_norm: 0.9730 2020-07-28 08:31:50,947 - mmaction - INFO - Epoch [25][400/940] lr: 3.827e-01, eta: 1 day, 15:55:23, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1730, top5_acc: 0.4053, loss_cls: 3.9606, loss: 3.9606, grad_norm: 0.9609 2020-07-28 08:32:09,657 - mmaction - INFO - Epoch [25][420/940] lr: 3.827e-01, eta: 1 day, 15:54:57, time: 0.936, data_time: 0.002, memory: 5015, top1_acc: 0.1883, top5_acc: 0.4111, loss_cls: 3.9370, loss: 3.9370, grad_norm: 0.9720 2020-07-28 08:32:28,637 - mmaction - INFO - Epoch [25][440/940] lr: 3.827e-01, eta: 1 day, 15:54:33, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.1873, top5_acc: 0.4139, loss_cls: 3.9172, loss: 3.9172, grad_norm: 0.9759 2020-07-28 08:32:48,282 - mmaction - INFO - Epoch [25][460/940] lr: 3.827e-01, eta: 1 day, 15:54:13, time: 0.980, data_time: 0.006, memory: 5015, top1_acc: 0.1889, top5_acc: 0.4080, loss_cls: 3.9424, loss: 3.9424, grad_norm: 0.9579 2020-07-28 08:33:07,379 - mmaction - INFO - Epoch [25][480/940] lr: 3.827e-01, eta: 1 day, 15:53:50, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.1770, top5_acc: 0.3951, loss_cls: 3.9867, loss: 3.9867, grad_norm: 0.9898 2020-07-28 08:33:26,992 - mmaction - INFO - Epoch [25][500/940] lr: 3.827e-01, eta: 1 day, 15:53:30, time: 0.978, data_time: 0.004, memory: 5015, top1_acc: 0.1836, top5_acc: 0.4100, loss_cls: 3.9424, loss: 3.9424, grad_norm: 0.9636 2020-07-28 08:33:46,369 - mmaction - INFO - Epoch [25][520/940] lr: 3.827e-01, eta: 1 day, 15:53:09, time: 0.971, data_time: 0.006, memory: 5015, top1_acc: 0.1945, top5_acc: 0.4207, loss_cls: 3.8834, loss: 3.8834, grad_norm: 0.9756 2020-07-28 08:34:06,158 - mmaction - INFO - Epoch [25][540/940] lr: 3.827e-01, eta: 1 day, 15:52:50, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.1859, top5_acc: 0.4105, loss_cls: 3.9324, loss: 3.9324, grad_norm: 0.9952 2020-07-28 08:34:26,147 - mmaction - INFO - Epoch [25][560/940] lr: 3.827e-01, eta: 1 day, 15:52:33, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1898, top5_acc: 0.4053, loss_cls: 3.9462, loss: 3.9462, grad_norm: 0.9702 2020-07-28 08:34:46,906 - mmaction - INFO - Epoch [25][580/940] lr: 3.827e-01, eta: 1 day, 15:52:20, time: 1.036, data_time: 0.005, memory: 5015, top1_acc: 0.1859, top5_acc: 0.4082, loss_cls: 3.9198, loss: 3.9198, grad_norm: 0.9640 2020-07-28 08:35:05,976 - mmaction - INFO - Epoch [25][600/940] lr: 3.827e-01, eta: 1 day, 15:51:57, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.1820, top5_acc: 0.4139, loss_cls: 3.9244, loss: 3.9244, grad_norm: 0.9875 2020-07-28 08:35:26,148 - mmaction - INFO - Epoch [25][620/940] lr: 3.827e-01, eta: 1 day, 15:51:40, time: 1.009, data_time: 0.002, memory: 5015, top1_acc: 0.1859, top5_acc: 0.4119, loss_cls: 3.9075, loss: 3.9075, grad_norm: 0.9740 2020-07-28 08:35:45,763 - mmaction - INFO - Epoch [25][640/940] lr: 3.827e-01, eta: 1 day, 15:51:20, time: 0.981, data_time: 0.002, memory: 5015, top1_acc: 0.1777, top5_acc: 0.3969, loss_cls: 3.9850, loss: 3.9850, grad_norm: 0.9835 2020-07-28 08:36:05,869 - mmaction - INFO - Epoch [25][660/940] lr: 3.827e-01, eta: 1 day, 15:51:03, time: 1.006, data_time: 0.006, memory: 5015, top1_acc: 0.1855, top5_acc: 0.4104, loss_cls: 3.9314, loss: 3.9314, grad_norm: 0.9701 2020-07-28 08:36:25,448 - mmaction - INFO - Epoch [25][680/940] lr: 3.827e-01, eta: 1 day, 15:50:43, time: 0.979, data_time: 0.002, memory: 5015, top1_acc: 0.1873, top5_acc: 0.4139, loss_cls: 3.9316, loss: 3.9316, grad_norm: 0.9634 2020-07-28 08:36:44,461 - mmaction - INFO - Epoch [25][700/940] lr: 3.827e-01, eta: 1 day, 15:50:19, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.3990, loss_cls: 3.9960, loss: 3.9960, grad_norm: 0.9423 2020-07-28 08:37:03,973 - mmaction - INFO - Epoch [25][720/940] lr: 3.827e-01, eta: 1 day, 15:49:59, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1867, top5_acc: 0.4113, loss_cls: 3.9210, loss: 3.9210, grad_norm: 0.9766 2020-07-28 08:37:24,394 - mmaction - INFO - Epoch [25][740/940] lr: 3.827e-01, eta: 1 day, 15:49:44, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.1844, top5_acc: 0.4074, loss_cls: 3.9344, loss: 3.9344, grad_norm: 0.9731 2020-07-28 08:37:44,020 - mmaction - INFO - Epoch [25][760/940] lr: 3.827e-01, eta: 1 day, 15:49:24, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1875, top5_acc: 0.4102, loss_cls: 3.9280, loss: 3.9280, grad_norm: 0.9775 2020-07-28 08:38:03,839 - mmaction - INFO - Epoch [25][780/940] lr: 3.827e-01, eta: 1 day, 15:49:05, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1822, top5_acc: 0.4143, loss_cls: 3.9096, loss: 3.9096, grad_norm: 0.9589 2020-07-28 08:38:22,899 - mmaction - INFO - Epoch [25][800/940] lr: 3.827e-01, eta: 1 day, 15:48:42, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.1814, top5_acc: 0.3984, loss_cls: 3.9724, loss: 3.9724, grad_norm: 0.9765 2020-07-28 08:38:42,589 - mmaction - INFO - Epoch [25][820/940] lr: 3.827e-01, eta: 1 day, 15:48:23, time: 0.983, data_time: 0.004, memory: 5015, top1_acc: 0.1871, top5_acc: 0.4043, loss_cls: 3.9348, loss: 3.9348, grad_norm: 0.9509 2020-07-28 08:39:00,960 - mmaction - INFO - Epoch [25][840/940] lr: 3.827e-01, eta: 1 day, 15:47:55, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4141, loss_cls: 3.9254, loss: 3.9254, grad_norm: 0.9534 2020-07-28 08:39:21,900 - mmaction - INFO - Epoch [25][860/940] lr: 3.827e-01, eta: 1 day, 15:47:43, time: 1.046, data_time: 0.005, memory: 5015, top1_acc: 0.1891, top5_acc: 0.4092, loss_cls: 3.9391, loss: 3.9391, grad_norm: 0.9737 2020-07-28 08:39:41,726 - mmaction - INFO - Epoch [25][880/940] lr: 3.827e-01, eta: 1 day, 15:47:25, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4158, loss_cls: 3.9118, loss: 3.9118, grad_norm: 0.9708 2020-07-28 08:40:00,748 - mmaction - INFO - Epoch [25][900/940] lr: 3.827e-01, eta: 1 day, 15:47:01, time: 0.951, data_time: 0.006, memory: 5015, top1_acc: 0.1910, top5_acc: 0.4166, loss_cls: 3.9154, loss: 3.9154, grad_norm: 0.9727 2020-07-28 08:40:19,920 - mmaction - INFO - Epoch [25][920/940] lr: 3.827e-01, eta: 1 day, 15:46:39, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.1930, top5_acc: 0.4104, loss_cls: 3.9380, loss: 3.9380, grad_norm: 0.9713 2020-07-28 08:40:37,927 - mmaction - INFO - Epoch [25][940/940] lr: 3.827e-01, eta: 1 day, 15:46:09, time: 0.899, data_time: 0.006, memory: 5015, top1_acc: 0.1812, top5_acc: 0.3949, loss_cls: 4.0195, loss: 4.0195, grad_norm: 0.9688 2020-07-28 08:40:38,203 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-28 08:41:04,949 - mmaction - INFO - Epoch [26][20/940] lr: 3.813e-01, eta: 1 day, 15:46:18, time: 1.214, data_time: 0.279, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4264, loss_cls: 3.8608, loss: 3.8608, grad_norm: 0.9729 2020-07-28 08:41:24,303 - mmaction - INFO - Epoch [26][40/940] lr: 3.813e-01, eta: 1 day, 15:45:56, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.1887, top5_acc: 0.4055, loss_cls: 3.9073, loss: 3.9073, grad_norm: 0.9698 2020-07-28 08:41:43,165 - mmaction - INFO - Epoch [26][60/940] lr: 3.813e-01, eta: 1 day, 15:45:31, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1844, top5_acc: 0.4016, loss_cls: 3.9664, loss: 3.9664, grad_norm: 0.9924 2020-07-28 08:42:03,454 - mmaction - INFO - Epoch [26][80/940] lr: 3.813e-01, eta: 1 day, 15:45:16, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4227, loss_cls: 3.8652, loss: 3.8652, grad_norm: 0.9666 2020-07-28 08:42:22,737 - mmaction - INFO - Epoch [26][100/940] lr: 3.813e-01, eta: 1 day, 15:44:54, time: 0.962, data_time: 0.004, memory: 5015, top1_acc: 0.1922, top5_acc: 0.4209, loss_cls: 3.8988, loss: 3.8988, grad_norm: 0.9993 2020-07-28 08:42:42,811 - mmaction - INFO - Epoch [26][120/940] lr: 3.813e-01, eta: 1 day, 15:44:37, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.1893, top5_acc: 0.4180, loss_cls: 3.9268, loss: 3.9268, grad_norm: 0.9781 2020-07-28 08:43:02,634 - mmaction - INFO - Epoch [26][140/940] lr: 3.813e-01, eta: 1 day, 15:44:18, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4125, loss_cls: 3.9206, loss: 3.9206, grad_norm: 0.9979 2020-07-28 08:43:21,192 - mmaction - INFO - Epoch [26][160/940] lr: 3.813e-01, eta: 1 day, 15:43:52, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.1844, top5_acc: 0.4051, loss_cls: 3.9587, loss: 3.9587, grad_norm: 0.9784 2020-07-28 08:43:40,891 - mmaction - INFO - Epoch [26][180/940] lr: 3.813e-01, eta: 1 day, 15:43:32, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4301, loss_cls: 3.8614, loss: 3.8614, grad_norm: 0.9920 2020-07-28 08:44:00,207 - mmaction - INFO - Epoch [26][200/940] lr: 3.813e-01, eta: 1 day, 15:43:11, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.1943, top5_acc: 0.4090, loss_cls: 3.8971, loss: 3.8971, grad_norm: 0.9815 2020-07-28 08:44:19,914 - mmaction - INFO - Epoch [26][220/940] lr: 3.813e-01, eta: 1 day, 15:42:51, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1930, top5_acc: 0.4168, loss_cls: 3.8865, loss: 3.8865, grad_norm: 0.9716 2020-07-28 08:44:39,428 - mmaction - INFO - Epoch [26][240/940] lr: 3.813e-01, eta: 1 day, 15:42:31, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1846, top5_acc: 0.4029, loss_cls: 3.9323, loss: 3.9323, grad_norm: 0.9698 2020-07-28 08:44:58,693 - mmaction - INFO - Epoch [26][260/940] lr: 3.813e-01, eta: 1 day, 15:42:08, time: 0.961, data_time: 0.004, memory: 5015, top1_acc: 0.1871, top5_acc: 0.4156, loss_cls: 3.9021, loss: 3.9021, grad_norm: 0.9860 2020-07-28 08:45:18,577 - mmaction - INFO - Epoch [26][280/940] lr: 3.813e-01, eta: 1 day, 15:41:50, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1924, top5_acc: 0.4168, loss_cls: 3.9173, loss: 3.9173, grad_norm: 0.9968 2020-07-28 08:45:37,633 - mmaction - INFO - Epoch [26][300/940] lr: 3.813e-01, eta: 1 day, 15:41:27, time: 0.952, data_time: 0.002, memory: 5015, top1_acc: 0.1955, top5_acc: 0.4170, loss_cls: 3.9099, loss: 3.9099, grad_norm: 0.9894 2020-07-28 08:45:57,545 - mmaction - INFO - Epoch [26][320/940] lr: 3.813e-01, eta: 1 day, 15:41:09, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4168, loss_cls: 3.8847, loss: 3.8847, grad_norm: 0.9805 2020-07-28 08:46:17,410 - mmaction - INFO - Epoch [26][340/940] lr: 3.813e-01, eta: 1 day, 15:40:51, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4119, loss_cls: 3.9165, loss: 3.9165, grad_norm: 0.9886 2020-07-28 08:46:36,239 - mmaction - INFO - Epoch [26][360/940] lr: 3.813e-01, eta: 1 day, 15:40:26, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4059, loss_cls: 3.9045, loss: 3.9045, grad_norm: 0.9768 2020-07-28 08:46:56,418 - mmaction - INFO - Epoch [26][380/940] lr: 3.813e-01, eta: 1 day, 15:40:10, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.1881, top5_acc: 0.3990, loss_cls: 3.9581, loss: 3.9581, grad_norm: 0.9697 2020-07-28 08:47:15,206 - mmaction - INFO - Epoch [26][400/940] lr: 3.813e-01, eta: 1 day, 15:39:45, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1871, top5_acc: 0.4074, loss_cls: 3.9354, loss: 3.9354, grad_norm: 0.9573 2020-07-28 08:47:34,837 - mmaction - INFO - Epoch [26][420/940] lr: 3.813e-01, eta: 1 day, 15:39:25, time: 0.982, data_time: 0.003, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4188, loss_cls: 3.9001, loss: 3.9001, grad_norm: 0.9673 2020-07-28 08:47:54,188 - mmaction - INFO - Epoch [26][440/940] lr: 3.813e-01, eta: 1 day, 15:39:03, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1943, top5_acc: 0.4133, loss_cls: 3.8663, loss: 3.8663, grad_norm: 0.9806 2020-07-28 08:48:13,490 - mmaction - INFO - Epoch [26][460/940] lr: 3.813e-01, eta: 1 day, 15:38:42, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4150, loss_cls: 3.9070, loss: 3.9070, grad_norm: 0.9961 2020-07-28 08:48:33,420 - mmaction - INFO - Epoch [26][480/940] lr: 3.813e-01, eta: 1 day, 15:38:23, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1836, top5_acc: 0.4098, loss_cls: 3.9400, loss: 3.9400, grad_norm: 0.9730 2020-07-28 08:48:53,989 - mmaction - INFO - Epoch [26][500/940] lr: 3.813e-01, eta: 1 day, 15:38:09, time: 1.030, data_time: 0.005, memory: 5015, top1_acc: 0.1855, top5_acc: 0.4129, loss_cls: 3.9133, loss: 3.9133, grad_norm: 0.9925 2020-07-28 08:49:13,861 - mmaction - INFO - Epoch [26][520/940] lr: 3.813e-01, eta: 1 day, 15:37:51, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1924, top5_acc: 0.4254, loss_cls: 3.8787, loss: 3.8787, grad_norm: 0.9730 2020-07-28 08:49:33,849 - mmaction - INFO - Epoch [26][540/940] lr: 3.813e-01, eta: 1 day, 15:37:33, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.1854, top5_acc: 0.4201, loss_cls: 3.9174, loss: 3.9174, grad_norm: 0.9946 2020-07-28 08:49:52,936 - mmaction - INFO - Epoch [26][560/940] lr: 3.813e-01, eta: 1 day, 15:37:10, time: 0.953, data_time: 0.006, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4037, loss_cls: 3.9462, loss: 3.9462, grad_norm: 0.9948 2020-07-28 08:50:11,819 - mmaction - INFO - Epoch [26][580/940] lr: 3.813e-01, eta: 1 day, 15:36:46, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.1762, top5_acc: 0.3980, loss_cls: 3.9507, loss: 3.9507, grad_norm: 0.9683 2020-07-28 08:50:31,561 - mmaction - INFO - Epoch [26][600/940] lr: 3.813e-01, eta: 1 day, 15:36:27, time: 0.987, data_time: 0.007, memory: 5015, top1_acc: 0.1852, top5_acc: 0.4236, loss_cls: 3.8920, loss: 3.8920, grad_norm: 0.9714 2020-07-28 08:50:50,586 - mmaction - INFO - Epoch [26][620/940] lr: 3.813e-01, eta: 1 day, 15:36:04, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1869, top5_acc: 0.4170, loss_cls: 3.9404, loss: 3.9404, grad_norm: 0.9998 2020-07-28 08:51:10,193 - mmaction - INFO - Epoch [26][640/940] lr: 3.813e-01, eta: 1 day, 15:35:44, time: 0.980, data_time: 0.002, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4104, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9606 2020-07-28 08:51:30,183 - mmaction - INFO - Epoch [26][660/940] lr: 3.813e-01, eta: 1 day, 15:35:26, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1877, top5_acc: 0.4209, loss_cls: 3.8936, loss: 3.8936, grad_norm: 0.9826 2020-07-28 08:51:50,648 - mmaction - INFO - Epoch [26][680/940] lr: 3.813e-01, eta: 1 day, 15:35:11, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.1895, top5_acc: 0.4195, loss_cls: 3.8716, loss: 3.8716, grad_norm: 0.9720 2020-07-28 08:52:09,955 - mmaction - INFO - Epoch [26][700/940] lr: 3.813e-01, eta: 1 day, 15:34:49, time: 0.964, data_time: 0.006, memory: 5015, top1_acc: 0.1832, top5_acc: 0.4104, loss_cls: 3.9112, loss: 3.9112, grad_norm: 0.9765 2020-07-28 08:52:29,440 - mmaction - INFO - Epoch [26][720/940] lr: 3.813e-01, eta: 1 day, 15:34:29, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1990, top5_acc: 0.4219, loss_cls: 3.8808, loss: 3.8808, grad_norm: 0.9571 2020-07-28 08:52:47,924 - mmaction - INFO - Epoch [26][740/940] lr: 3.813e-01, eta: 1 day, 15:34:02, time: 0.924, data_time: 0.002, memory: 5015, top1_acc: 0.1918, top5_acc: 0.4029, loss_cls: 3.9401, loss: 3.9401, grad_norm: 0.9767 2020-07-28 08:53:07,028 - mmaction - INFO - Epoch [26][760/940] lr: 3.813e-01, eta: 1 day, 15:33:39, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1887, top5_acc: 0.4041, loss_cls: 3.9490, loss: 3.9490, grad_norm: 0.9709 2020-07-28 08:53:26,325 - mmaction - INFO - Epoch [26][780/940] lr: 3.813e-01, eta: 1 day, 15:33:17, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1910, top5_acc: 0.4119, loss_cls: 3.9251, loss: 3.9251, grad_norm: 0.9677 2020-07-28 08:53:45,644 - mmaction - INFO - Epoch [26][800/940] lr: 3.813e-01, eta: 1 day, 15:32:56, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4070, loss_cls: 3.9450, loss: 3.9450, grad_norm: 0.9899 2020-07-28 08:54:04,679 - mmaction - INFO - Epoch [26][820/940] lr: 3.813e-01, eta: 1 day, 15:32:32, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1863, top5_acc: 0.4084, loss_cls: 3.9675, loss: 3.9675, grad_norm: 0.9517 2020-07-28 08:54:23,995 - mmaction - INFO - Epoch [26][840/940] lr: 3.813e-01, eta: 1 day, 15:32:11, time: 0.965, data_time: 0.001, memory: 5015, top1_acc: 0.1854, top5_acc: 0.4045, loss_cls: 3.9339, loss: 3.9339, grad_norm: 0.9681 2020-07-28 08:54:44,552 - mmaction - INFO - Epoch [26][860/940] lr: 3.813e-01, eta: 1 day, 15:31:56, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.1869, top5_acc: 0.4170, loss_cls: 3.8908, loss: 3.8908, grad_norm: 0.9850 2020-07-28 08:55:03,505 - mmaction - INFO - Epoch [26][880/940] lr: 3.813e-01, eta: 1 day, 15:31:33, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4096, loss_cls: 3.9162, loss: 3.9162, grad_norm: 0.9934 2020-07-28 08:55:22,108 - mmaction - INFO - Epoch [26][900/940] lr: 3.813e-01, eta: 1 day, 15:31:07, time: 0.930, data_time: 0.002, memory: 5015, top1_acc: 0.1789, top5_acc: 0.4088, loss_cls: 3.9233, loss: 3.9233, grad_norm: 0.9544 2020-07-28 08:55:41,060 - mmaction - INFO - Epoch [26][920/940] lr: 3.813e-01, eta: 1 day, 15:30:43, time: 0.946, data_time: 0.006, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4057, loss_cls: 3.9401, loss: 3.9401, grad_norm: 0.9774 2020-07-28 08:55:59,991 - mmaction - INFO - Epoch [26][940/940] lr: 3.813e-01, eta: 1 day, 15:30:19, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1828, top5_acc: 0.4186, loss_cls: 3.9272, loss: 3.9272, grad_norm: 0.9943 2020-07-28 08:56:00,266 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-07-28 08:56:27,586 - mmaction - INFO - Epoch [27][20/940] lr: 3.798e-01, eta: 1 day, 15:30:25, time: 1.195, data_time: 0.233, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4285, loss_cls: 3.8288, loss: 3.8288, grad_norm: 0.9852 2020-07-28 08:56:46,982 - mmaction - INFO - Epoch [27][40/940] lr: 3.798e-01, eta: 1 day, 15:30:04, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1990, top5_acc: 0.4141, loss_cls: 3.8811, loss: 3.8811, grad_norm: 0.9889 2020-07-28 08:57:06,579 - mmaction - INFO - Epoch [27][60/940] lr: 3.798e-01, eta: 1 day, 15:29:43, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1883, top5_acc: 0.4184, loss_cls: 3.8965, loss: 3.8965, grad_norm: 0.9775 2020-07-28 08:57:24,865 - mmaction - INFO - Epoch [27][80/940] lr: 3.798e-01, eta: 1 day, 15:29:16, time: 0.916, data_time: 0.005, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4098, loss_cls: 3.9029, loss: 3.9029, grad_norm: 1.0014 2020-07-28 08:57:43,878 - mmaction - INFO - Epoch [27][100/940] lr: 3.798e-01, eta: 1 day, 15:28:52, time: 0.949, data_time: 0.004, memory: 5015, top1_acc: 0.1861, top5_acc: 0.4119, loss_cls: 3.9170, loss: 3.9170, grad_norm: 0.9679 2020-07-28 08:58:02,668 - mmaction - INFO - Epoch [27][120/940] lr: 3.798e-01, eta: 1 day, 15:28:28, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1910, top5_acc: 0.4025, loss_cls: 3.9122, loss: 3.9122, grad_norm: 0.9719 2020-07-28 08:58:21,544 - mmaction - INFO - Epoch [27][140/940] lr: 3.798e-01, eta: 1 day, 15:28:04, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.1895, top5_acc: 0.4098, loss_cls: 3.9193, loss: 3.9193, grad_norm: 0.9874 2020-07-28 08:58:40,822 - mmaction - INFO - Epoch [27][160/940] lr: 3.798e-01, eta: 1 day, 15:27:42, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1967, top5_acc: 0.4166, loss_cls: 3.8894, loss: 3.8894, grad_norm: 0.9766 2020-07-28 08:58:59,580 - mmaction - INFO - Epoch [27][180/940] lr: 3.798e-01, eta: 1 day, 15:27:17, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1879, top5_acc: 0.4090, loss_cls: 3.9345, loss: 3.9345, grad_norm: 0.9894 2020-07-28 08:59:18,956 - mmaction - INFO - Epoch [27][200/940] lr: 3.798e-01, eta: 1 day, 15:26:56, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.1809, top5_acc: 0.4062, loss_cls: 3.9211, loss: 3.9211, grad_norm: 0.9660 2020-07-28 08:59:38,512 - mmaction - INFO - Epoch [27][220/940] lr: 3.798e-01, eta: 1 day, 15:26:35, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4229, loss_cls: 3.8862, loss: 3.8862, grad_norm: 0.9806 2020-07-28 08:59:57,960 - mmaction - INFO - Epoch [27][240/940] lr: 3.798e-01, eta: 1 day, 15:26:15, time: 0.973, data_time: 0.004, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4189, loss_cls: 3.8796, loss: 3.8796, grad_norm: 0.9775 2020-07-28 09:00:19,642 - mmaction - INFO - Epoch [27][260/940] lr: 3.798e-01, eta: 1 day, 15:26:07, time: 1.081, data_time: 0.002, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4158, loss_cls: 3.8870, loss: 3.8870, grad_norm: 0.9946 2020-07-28 09:00:38,243 - mmaction - INFO - Epoch [27][280/940] lr: 3.798e-01, eta: 1 day, 15:25:41, time: 0.933, data_time: 0.010, memory: 5015, top1_acc: 0.1842, top5_acc: 0.4070, loss_cls: 3.9222, loss: 3.9222, grad_norm: 0.9793 2020-07-28 09:00:58,731 - mmaction - INFO - Epoch [27][300/940] lr: 3.798e-01, eta: 1 day, 15:25:26, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4170, loss_cls: 3.8731, loss: 3.8731, grad_norm: 0.9838 2020-07-28 09:01:17,502 - mmaction - INFO - Epoch [27][320/940] lr: 3.798e-01, eta: 1 day, 15:25:02, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4297, loss_cls: 3.8743, loss: 3.8743, grad_norm: 0.9994 2020-07-28 09:01:36,581 - mmaction - INFO - Epoch [27][340/940] lr: 3.798e-01, eta: 1 day, 15:24:38, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2070, top5_acc: 0.4256, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.0136 2020-07-28 09:01:55,918 - mmaction - INFO - Epoch [27][360/940] lr: 3.798e-01, eta: 1 day, 15:24:17, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1791, top5_acc: 0.4035, loss_cls: 3.9770, loss: 3.9770, grad_norm: 0.9844 2020-07-28 09:02:15,543 - mmaction - INFO - Epoch [27][380/940] lr: 3.798e-01, eta: 1 day, 15:23:57, time: 0.980, data_time: 0.004, memory: 5015, top1_acc: 0.1846, top5_acc: 0.4178, loss_cls: 3.9086, loss: 3.9086, grad_norm: 0.9829 2020-07-28 09:02:35,014 - mmaction - INFO - Epoch [27][400/940] lr: 3.798e-01, eta: 1 day, 15:23:37, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4203, loss_cls: 3.8939, loss: 3.8939, grad_norm: 1.0033 2020-07-28 09:02:54,695 - mmaction - INFO - Epoch [27][420/940] lr: 3.798e-01, eta: 1 day, 15:23:17, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1889, top5_acc: 0.4051, loss_cls: 3.9006, loss: 3.9006, grad_norm: 0.9915 2020-07-28 09:03:14,564 - mmaction - INFO - Epoch [27][440/940] lr: 3.798e-01, eta: 1 day, 15:22:59, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4297, loss_cls: 3.8452, loss: 3.8452, grad_norm: 0.9862 2020-07-28 09:03:33,273 - mmaction - INFO - Epoch [27][460/940] lr: 3.798e-01, eta: 1 day, 15:22:34, time: 0.937, data_time: 0.007, memory: 5015, top1_acc: 0.1949, top5_acc: 0.4105, loss_cls: 3.8801, loss: 3.8801, grad_norm: 0.9843 2020-07-28 09:03:52,852 - mmaction - INFO - Epoch [27][480/940] lr: 3.798e-01, eta: 1 day, 15:22:14, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.1824, top5_acc: 0.4072, loss_cls: 3.9411, loss: 3.9411, grad_norm: 0.9874 2020-07-28 09:04:12,022 - mmaction - INFO - Epoch [27][500/940] lr: 3.798e-01, eta: 1 day, 15:21:51, time: 0.957, data_time: 0.004, memory: 5015, top1_acc: 0.1936, top5_acc: 0.4156, loss_cls: 3.9388, loss: 3.9388, grad_norm: 0.9637 2020-07-28 09:04:32,178 - mmaction - INFO - Epoch [27][520/940] lr: 3.798e-01, eta: 1 day, 15:21:35, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.1830, top5_acc: 0.4102, loss_cls: 3.9312, loss: 3.9312, grad_norm: 0.9799 2020-07-28 09:04:51,701 - mmaction - INFO - Epoch [27][540/940] lr: 3.798e-01, eta: 1 day, 15:21:14, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4191, loss_cls: 3.9157, loss: 3.9157, grad_norm: 0.9879 2020-07-28 09:05:11,728 - mmaction - INFO - Epoch [27][560/940] lr: 3.798e-01, eta: 1 day, 15:20:57, time: 1.002, data_time: 0.006, memory: 5015, top1_acc: 0.1871, top5_acc: 0.4150, loss_cls: 3.9106, loss: 3.9106, grad_norm: 0.9947 2020-07-28 09:05:31,224 - mmaction - INFO - Epoch [27][580/940] lr: 3.798e-01, eta: 1 day, 15:20:36, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.1801, top5_acc: 0.4113, loss_cls: 3.9300, loss: 3.9300, grad_norm: 0.9850 2020-07-28 09:05:51,029 - mmaction - INFO - Epoch [27][600/940] lr: 3.798e-01, eta: 1 day, 15:20:17, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1895, top5_acc: 0.4100, loss_cls: 3.9210, loss: 3.9210, grad_norm: 0.9822 2020-07-28 09:06:11,833 - mmaction - INFO - Epoch [27][620/940] lr: 3.798e-01, eta: 1 day, 15:20:05, time: 1.042, data_time: 0.006, memory: 5015, top1_acc: 0.1883, top5_acc: 0.4189, loss_cls: 3.8790, loss: 3.8790, grad_norm: 0.9941 2020-07-28 09:06:30,940 - mmaction - INFO - Epoch [27][640/940] lr: 3.798e-01, eta: 1 day, 15:19:42, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.1902, top5_acc: 0.4164, loss_cls: 3.8812, loss: 3.8812, grad_norm: 0.9888 2020-07-28 09:06:50,638 - mmaction - INFO - Epoch [27][660/940] lr: 3.798e-01, eta: 1 day, 15:19:22, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4127, loss_cls: 3.8862, loss: 3.8862, grad_norm: 0.9550 2020-07-28 09:07:10,430 - mmaction - INFO - Epoch [27][680/940] lr: 3.798e-01, eta: 1 day, 15:19:04, time: 0.992, data_time: 0.006, memory: 5015, top1_acc: 0.1875, top5_acc: 0.4199, loss_cls: 3.9100, loss: 3.9100, grad_norm: 0.9901 2020-07-28 09:07:30,018 - mmaction - INFO - Epoch [27][700/940] lr: 3.798e-01, eta: 1 day, 15:18:43, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2006, top5_acc: 0.4273, loss_cls: 3.8621, loss: 3.8621, grad_norm: 0.9919 2020-07-28 09:07:48,769 - mmaction - INFO - Epoch [27][720/940] lr: 3.798e-01, eta: 1 day, 15:18:19, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1809, top5_acc: 0.4070, loss_cls: 3.9462, loss: 3.9462, grad_norm: 0.9938 2020-07-28 09:08:08,932 - mmaction - INFO - Epoch [27][740/940] lr: 3.798e-01, eta: 1 day, 15:18:02, time: 1.007, data_time: 0.006, memory: 5015, top1_acc: 0.1906, top5_acc: 0.4143, loss_cls: 3.9090, loss: 3.9090, grad_norm: 0.9930 2020-07-28 09:08:28,306 - mmaction - INFO - Epoch [27][760/940] lr: 3.798e-01, eta: 1 day, 15:17:41, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1771, top5_acc: 0.4133, loss_cls: 3.9181, loss: 3.9181, grad_norm: 0.9749 2020-07-28 09:08:47,981 - mmaction - INFO - Epoch [27][780/940] lr: 3.798e-01, eta: 1 day, 15:17:21, time: 0.983, data_time: 0.006, memory: 5015, top1_acc: 0.1904, top5_acc: 0.4160, loss_cls: 3.8819, loss: 3.8819, grad_norm: 0.9862 2020-07-28 09:09:08,039 - mmaction - INFO - Epoch [27][800/940] lr: 3.798e-01, eta: 1 day, 15:17:04, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4191, loss_cls: 3.8914, loss: 3.8914, grad_norm: 0.9816 2020-07-28 09:09:27,590 - mmaction - INFO - Epoch [27][820/940] lr: 3.798e-01, eta: 1 day, 15:16:44, time: 0.978, data_time: 0.007, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4277, loss_cls: 3.8867, loss: 3.8867, grad_norm: 0.9767 2020-07-28 09:09:47,272 - mmaction - INFO - Epoch [27][840/940] lr: 3.798e-01, eta: 1 day, 15:16:24, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1863, top5_acc: 0.4100, loss_cls: 3.9089, loss: 3.9089, grad_norm: 0.9774 2020-07-28 09:10:08,158 - mmaction - INFO - Epoch [27][860/940] lr: 3.798e-01, eta: 1 day, 15:16:12, time: 1.044, data_time: 0.004, memory: 5015, top1_acc: 0.1834, top5_acc: 0.4154, loss_cls: 3.9121, loss: 3.9121, grad_norm: 0.9880 2020-07-28 09:10:26,771 - mmaction - INFO - Epoch [27][880/940] lr: 3.798e-01, eta: 1 day, 15:15:46, time: 0.931, data_time: 0.002, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4168, loss_cls: 3.9073, loss: 3.9073, grad_norm: 0.9954 2020-07-28 09:10:46,125 - mmaction - INFO - Epoch [27][900/940] lr: 3.798e-01, eta: 1 day, 15:15:25, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4223, loss_cls: 3.8884, loss: 3.8884, grad_norm: 0.9779 2020-07-28 09:11:05,972 - mmaction - INFO - Epoch [27][920/940] lr: 3.798e-01, eta: 1 day, 15:15:07, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4207, loss_cls: 3.9188, loss: 3.9188, grad_norm: 0.9874 2020-07-28 09:11:25,529 - mmaction - INFO - Epoch [27][940/940] lr: 3.798e-01, eta: 1 day, 15:14:46, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1920, top5_acc: 0.4034, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.9837 2020-07-28 09:11:25,819 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-07-28 09:11:55,755 - mmaction - INFO - Epoch [28][20/940] lr: 3.782e-01, eta: 1 day, 15:15:07, time: 1.343, data_time: 0.421, memory: 5015, top1_acc: 0.1779, top5_acc: 0.3939, loss_cls: 3.9807, loss: 3.9807, grad_norm: 0.9976 2020-07-28 09:12:14,158 - mmaction - INFO - Epoch [28][40/940] lr: 3.782e-01, eta: 1 day, 15:14:41, time: 0.920, data_time: 0.002, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4119, loss_cls: 3.8992, loss: 3.8992, grad_norm: 0.9907 2020-07-28 09:12:33,628 - mmaction - INFO - Epoch [28][60/940] lr: 3.782e-01, eta: 1 day, 15:14:20, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1867, top5_acc: 0.4186, loss_cls: 3.9298, loss: 3.9298, grad_norm: 0.9941 2020-07-28 09:12:53,591 - mmaction - INFO - Epoch [28][80/940] lr: 3.782e-01, eta: 1 day, 15:14:02, time: 1.000, data_time: 0.006, memory: 5015, top1_acc: 0.1885, top5_acc: 0.4162, loss_cls: 3.9205, loss: 3.9205, grad_norm: 0.9679 2020-07-28 09:13:12,723 - mmaction - INFO - Epoch [28][100/940] lr: 3.782e-01, eta: 1 day, 15:13:39, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1967, top5_acc: 0.4244, loss_cls: 3.8771, loss: 3.8771, grad_norm: 0.9992 2020-07-28 09:13:33,139 - mmaction - INFO - Epoch [28][120/940] lr: 3.782e-01, eta: 1 day, 15:13:24, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4221, loss_cls: 3.8704, loss: 3.8704, grad_norm: 0.9940 2020-07-28 09:13:51,769 - mmaction - INFO - Epoch [28][140/940] lr: 3.782e-01, eta: 1 day, 15:12:59, time: 0.932, data_time: 0.004, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4232, loss_cls: 3.8780, loss: 3.8780, grad_norm: 1.0013 2020-07-28 09:14:11,321 - mmaction - INFO - Epoch [28][160/940] lr: 3.782e-01, eta: 1 day, 15:12:38, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.1920, top5_acc: 0.4146, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.0039 2020-07-28 09:14:30,428 - mmaction - INFO - Epoch [28][180/940] lr: 3.782e-01, eta: 1 day, 15:12:16, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.1852, top5_acc: 0.4082, loss_cls: 3.9228, loss: 3.9228, grad_norm: 0.9851 2020-07-28 09:14:50,403 - mmaction - INFO - Epoch [28][200/940] lr: 3.782e-01, eta: 1 day, 15:11:58, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1807, top5_acc: 0.4053, loss_cls: 3.9664, loss: 3.9664, grad_norm: 0.9846 2020-07-28 09:15:10,604 - mmaction - INFO - Epoch [28][220/940] lr: 3.782e-01, eta: 1 day, 15:11:41, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4096, loss_cls: 3.9139, loss: 3.9139, grad_norm: 0.9688 2020-07-28 09:15:31,644 - mmaction - INFO - Epoch [28][240/940] lr: 3.782e-01, eta: 1 day, 15:11:29, time: 1.053, data_time: 0.003, memory: 5015, top1_acc: 0.1865, top5_acc: 0.4213, loss_cls: 3.8940, loss: 3.8940, grad_norm: 0.9811 2020-07-28 09:15:50,365 - mmaction - INFO - Epoch [28][260/940] lr: 3.782e-01, eta: 1 day, 15:11:04, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.1965, top5_acc: 0.4143, loss_cls: 3.8873, loss: 3.8873, grad_norm: 1.0078 2020-07-28 09:16:09,982 - mmaction - INFO - Epoch [28][280/940] lr: 3.782e-01, eta: 1 day, 15:10:45, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1922, top5_acc: 0.4332, loss_cls: 3.8724, loss: 3.8724, grad_norm: 1.0129 2020-07-28 09:16:29,759 - mmaction - INFO - Epoch [28][300/940] lr: 3.782e-01, eta: 1 day, 15:10:26, time: 0.989, data_time: 0.002, memory: 5015, top1_acc: 0.2010, top5_acc: 0.4236, loss_cls: 3.8547, loss: 3.8547, grad_norm: 0.9866 2020-07-28 09:16:50,012 - mmaction - INFO - Epoch [28][320/940] lr: 3.782e-01, eta: 1 day, 15:10:09, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4043, loss_cls: 3.9249, loss: 3.9249, grad_norm: 1.0139 2020-07-28 09:17:09,287 - mmaction - INFO - Epoch [28][340/940] lr: 3.782e-01, eta: 1 day, 15:09:48, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.1967, top5_acc: 0.4180, loss_cls: 3.8642, loss: 3.8642, grad_norm: 0.9828 2020-07-28 09:17:28,866 - mmaction - INFO - Epoch [28][360/940] lr: 3.782e-01, eta: 1 day, 15:09:27, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1965, top5_acc: 0.4258, loss_cls: 3.8597, loss: 3.8597, grad_norm: 0.9781 2020-07-28 09:17:48,303 - mmaction - INFO - Epoch [28][380/940] lr: 3.782e-01, eta: 1 day, 15:09:07, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1816, top5_acc: 0.4055, loss_cls: 3.9560, loss: 3.9560, grad_norm: 0.9668 2020-07-28 09:18:08,623 - mmaction - INFO - Epoch [28][400/940] lr: 3.782e-01, eta: 1 day, 15:08:51, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2004, top5_acc: 0.4336, loss_cls: 3.8478, loss: 3.8478, grad_norm: 0.9755 2020-07-28 09:18:28,043 - mmaction - INFO - Epoch [28][420/940] lr: 3.782e-01, eta: 1 day, 15:08:30, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4146, loss_cls: 3.8949, loss: 3.8949, grad_norm: 1.0147 2020-07-28 09:18:47,975 - mmaction - INFO - Epoch [28][440/940] lr: 3.782e-01, eta: 1 day, 15:08:12, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.1951, top5_acc: 0.4123, loss_cls: 3.8532, loss: 3.8532, grad_norm: 0.9811 2020-07-28 09:19:07,934 - mmaction - INFO - Epoch [28][460/940] lr: 3.782e-01, eta: 1 day, 15:07:54, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1811, top5_acc: 0.4133, loss_cls: 3.9650, loss: 3.9650, grad_norm: 1.0155 2020-07-28 09:19:28,303 - mmaction - INFO - Epoch [28][480/940] lr: 3.782e-01, eta: 1 day, 15:07:38, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4264, loss_cls: 3.8776, loss: 3.8776, grad_norm: 0.9727 2020-07-28 09:19:47,848 - mmaction - INFO - Epoch [28][500/940] lr: 3.782e-01, eta: 1 day, 15:07:18, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4227, loss_cls: 3.8633, loss: 3.8633, grad_norm: 0.9822 2020-07-28 09:20:07,165 - mmaction - INFO - Epoch [28][520/940] lr: 3.782e-01, eta: 1 day, 15:06:56, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4141, loss_cls: 3.8888, loss: 3.8888, grad_norm: 0.9890 2020-07-28 09:20:26,818 - mmaction - INFO - Epoch [28][540/940] lr: 3.782e-01, eta: 1 day, 15:06:37, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.1877, top5_acc: 0.4164, loss_cls: 3.9159, loss: 3.9159, grad_norm: 1.0105 2020-07-28 09:20:45,898 - mmaction - INFO - Epoch [28][560/940] lr: 3.782e-01, eta: 1 day, 15:06:14, time: 0.953, data_time: 0.006, memory: 5015, top1_acc: 0.1906, top5_acc: 0.4230, loss_cls: 3.8936, loss: 3.8936, grad_norm: 0.9863 2020-07-28 09:21:05,817 - mmaction - INFO - Epoch [28][580/940] lr: 3.782e-01, eta: 1 day, 15:05:56, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1885, top5_acc: 0.4102, loss_cls: 3.9349, loss: 3.9349, grad_norm: 1.0017 2020-07-28 09:21:26,167 - mmaction - INFO - Epoch [28][600/940] lr: 3.782e-01, eta: 1 day, 15:05:40, time: 1.018, data_time: 0.002, memory: 5015, top1_acc: 0.1842, top5_acc: 0.4146, loss_cls: 3.9565, loss: 3.9565, grad_norm: 0.9679 2020-07-28 09:21:46,082 - mmaction - INFO - Epoch [28][620/940] lr: 3.782e-01, eta: 1 day, 15:05:22, time: 0.995, data_time: 0.002, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4180, loss_cls: 3.8987, loss: 3.8987, grad_norm: 0.9939 2020-07-28 09:22:04,972 - mmaction - INFO - Epoch [28][640/940] lr: 3.782e-01, eta: 1 day, 15:04:58, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.1887, top5_acc: 0.4264, loss_cls: 3.8892, loss: 3.8892, grad_norm: 0.9761 2020-07-28 09:22:24,343 - mmaction - INFO - Epoch [28][660/940] lr: 3.782e-01, eta: 1 day, 15:04:37, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1936, top5_acc: 0.4162, loss_cls: 3.9135, loss: 3.9135, grad_norm: 0.9701 2020-07-28 09:22:43,106 - mmaction - INFO - Epoch [28][680/940] lr: 3.782e-01, eta: 1 day, 15:04:12, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.1822, top5_acc: 0.4137, loss_cls: 3.8984, loss: 3.8984, grad_norm: 0.9788 2020-07-28 09:23:02,326 - mmaction - INFO - Epoch [28][700/940] lr: 3.782e-01, eta: 1 day, 15:03:50, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4121, loss_cls: 3.8932, loss: 3.8932, grad_norm: 0.9908 2020-07-28 09:23:21,606 - mmaction - INFO - Epoch [28][720/940] lr: 3.782e-01, eta: 1 day, 15:03:28, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.1973, top5_acc: 0.4150, loss_cls: 3.8719, loss: 3.8719, grad_norm: 0.9801 2020-07-28 09:23:41,770 - mmaction - INFO - Epoch [28][740/940] lr: 3.782e-01, eta: 1 day, 15:03:11, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.1820, top5_acc: 0.3969, loss_cls: 3.9662, loss: 3.9662, grad_norm: 0.9740 2020-07-28 09:24:00,293 - mmaction - INFO - Epoch [28][760/940] lr: 3.782e-01, eta: 1 day, 15:02:46, time: 0.926, data_time: 0.002, memory: 5015, top1_acc: 0.1920, top5_acc: 0.4172, loss_cls: 3.9183, loss: 3.9183, grad_norm: 0.9798 2020-07-28 09:24:19,933 - mmaction - INFO - Epoch [28][780/940] lr: 3.782e-01, eta: 1 day, 15:02:26, time: 0.980, data_time: 0.004, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4254, loss_cls: 3.8615, loss: 3.8615, grad_norm: 0.9878 2020-07-28 09:24:39,656 - mmaction - INFO - Epoch [28][800/940] lr: 3.782e-01, eta: 1 day, 15:02:07, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1834, top5_acc: 0.4184, loss_cls: 3.9003, loss: 3.9003, grad_norm: 1.0111 2020-07-28 09:24:59,125 - mmaction - INFO - Epoch [28][820/940] lr: 3.782e-01, eta: 1 day, 15:01:46, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1830, top5_acc: 0.4092, loss_cls: 3.9258, loss: 3.9258, grad_norm: 0.9763 2020-07-28 09:25:18,202 - mmaction - INFO - Epoch [28][840/940] lr: 3.782e-01, eta: 1 day, 15:01:23, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4297, loss_cls: 3.8718, loss: 3.8718, grad_norm: 0.9931 2020-07-28 09:25:40,426 - mmaction - INFO - Epoch [28][860/940] lr: 3.782e-01, eta: 1 day, 15:01:18, time: 1.111, data_time: 0.005, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4283, loss_cls: 3.8657, loss: 3.8657, grad_norm: 0.9868 2020-07-28 09:25:58,876 - mmaction - INFO - Epoch [28][880/940] lr: 3.782e-01, eta: 1 day, 15:00:51, time: 0.923, data_time: 0.002, memory: 5015, top1_acc: 0.1965, top5_acc: 0.4145, loss_cls: 3.9015, loss: 3.9015, grad_norm: 0.9825 2020-07-28 09:26:18,162 - mmaction - INFO - Epoch [28][900/940] lr: 3.782e-01, eta: 1 day, 15:00:30, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1898, top5_acc: 0.4201, loss_cls: 3.8926, loss: 3.8926, grad_norm: 1.0020 2020-07-28 09:26:37,665 - mmaction - INFO - Epoch [28][920/940] lr: 3.782e-01, eta: 1 day, 15:00:09, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2004, top5_acc: 0.4199, loss_cls: 3.8730, loss: 3.8730, grad_norm: 0.9950 2020-07-28 09:26:56,015 - mmaction - INFO - Epoch [28][940/940] lr: 3.782e-01, eta: 1 day, 14:59:42, time: 0.915, data_time: 0.005, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4097, loss_cls: 3.9240, loss: 3.9240, grad_norm: 0.9976 2020-07-28 09:26:56,311 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-28 09:27:22,484 - mmaction - INFO - Epoch [29][20/940] lr: 3.766e-01, eta: 1 day, 14:59:44, time: 1.180, data_time: 0.273, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4354, loss_cls: 3.8338, loss: 3.8338, grad_norm: 1.0056 2020-07-28 09:27:41,695 - mmaction - INFO - Epoch [29][40/940] lr: 3.766e-01, eta: 1 day, 14:59:22, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4291, loss_cls: 3.8404, loss: 3.8404, grad_norm: 1.0073 2020-07-28 09:28:01,266 - mmaction - INFO - Epoch [29][60/940] lr: 3.766e-01, eta: 1 day, 14:59:02, time: 0.981, data_time: 0.006, memory: 5015, top1_acc: 0.1975, top5_acc: 0.4227, loss_cls: 3.8514, loss: 3.8514, grad_norm: 1.0261 2020-07-28 09:28:20,684 - mmaction - INFO - Epoch [29][80/940] lr: 3.766e-01, eta: 1 day, 14:58:41, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.1943, top5_acc: 0.4141, loss_cls: 3.9095, loss: 3.9095, grad_norm: 0.9973 2020-07-28 09:28:39,623 - mmaction - INFO - Epoch [29][100/940] lr: 3.766e-01, eta: 1 day, 14:58:18, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4180, loss_cls: 3.8876, loss: 3.8876, grad_norm: 1.0121 2020-07-28 09:28:59,152 - mmaction - INFO - Epoch [29][120/940] lr: 3.766e-01, eta: 1 day, 14:57:57, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1922, top5_acc: 0.4254, loss_cls: 3.8265, loss: 3.8265, grad_norm: 1.0096 2020-07-28 09:29:18,861 - mmaction - INFO - Epoch [29][140/940] lr: 3.766e-01, eta: 1 day, 14:57:38, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4184, loss_cls: 3.8706, loss: 3.8706, grad_norm: 1.0248 2020-07-28 09:29:39,037 - mmaction - INFO - Epoch [29][160/940] lr: 3.766e-01, eta: 1 day, 14:57:21, time: 1.007, data_time: 0.004, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4154, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.0244 2020-07-28 09:29:59,425 - mmaction - INFO - Epoch [29][180/940] lr: 3.766e-01, eta: 1 day, 14:57:05, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.1859, top5_acc: 0.4080, loss_cls: 3.9328, loss: 3.9328, grad_norm: 0.9993 2020-07-28 09:30:19,825 - mmaction - INFO - Epoch [29][200/940] lr: 3.766e-01, eta: 1 day, 14:56:50, time: 1.019, data_time: 0.004, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4148, loss_cls: 3.9068, loss: 3.9068, grad_norm: 0.9830 2020-07-28 09:30:38,592 - mmaction - INFO - Epoch [29][220/940] lr: 3.766e-01, eta: 1 day, 14:56:25, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1904, top5_acc: 0.4232, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.0008 2020-07-28 09:30:58,508 - mmaction - INFO - Epoch [29][240/940] lr: 3.766e-01, eta: 1 day, 14:56:07, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.1900, top5_acc: 0.4080, loss_cls: 3.9461, loss: 3.9461, grad_norm: 1.0124 2020-07-28 09:31:18,649 - mmaction - INFO - Epoch [29][260/940] lr: 3.766e-01, eta: 1 day, 14:55:50, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.1928, top5_acc: 0.4172, loss_cls: 3.8717, loss: 3.8717, grad_norm: 0.9767 2020-07-28 09:31:38,701 - mmaction - INFO - Epoch [29][280/940] lr: 3.766e-01, eta: 1 day, 14:55:32, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4143, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.0027 2020-07-28 09:31:58,380 - mmaction - INFO - Epoch [29][300/940] lr: 3.766e-01, eta: 1 day, 14:55:13, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4211, loss_cls: 3.9075, loss: 3.9075, grad_norm: 0.9773 2020-07-28 09:32:17,234 - mmaction - INFO - Epoch [29][320/940] lr: 3.766e-01, eta: 1 day, 14:54:49, time: 0.940, data_time: 0.004, memory: 5015, top1_acc: 0.1887, top5_acc: 0.4191, loss_cls: 3.8831, loss: 3.8831, grad_norm: 0.9938 2020-07-28 09:32:36,849 - mmaction - INFO - Epoch [29][340/940] lr: 3.766e-01, eta: 1 day, 14:54:29, time: 0.983, data_time: 0.006, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4234, loss_cls: 3.8593, loss: 3.8593, grad_norm: 1.0213 2020-07-28 09:32:56,046 - mmaction - INFO - Epoch [29][360/940] lr: 3.766e-01, eta: 1 day, 14:54:07, time: 0.960, data_time: 0.002, memory: 5015, top1_acc: 0.1855, top5_acc: 0.4119, loss_cls: 3.9080, loss: 3.9080, grad_norm: 1.0127 2020-07-28 09:33:15,677 - mmaction - INFO - Epoch [29][380/940] lr: 3.766e-01, eta: 1 day, 14:53:47, time: 0.980, data_time: 0.004, memory: 5015, top1_acc: 0.1916, top5_acc: 0.4162, loss_cls: 3.9029, loss: 3.9029, grad_norm: 0.9550 2020-07-28 09:33:35,444 - mmaction - INFO - Epoch [29][400/940] lr: 3.766e-01, eta: 1 day, 14:53:28, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4180, loss_cls: 3.8664, loss: 3.8664, grad_norm: 1.0052 2020-07-28 09:33:55,441 - mmaction - INFO - Epoch [29][420/940] lr: 3.766e-01, eta: 1 day, 14:53:10, time: 1.000, data_time: 0.002, memory: 5015, top1_acc: 0.1975, top5_acc: 0.4189, loss_cls: 3.8708, loss: 3.8708, grad_norm: 0.9753 2020-07-28 09:34:16,087 - mmaction - INFO - Epoch [29][440/940] lr: 3.766e-01, eta: 1 day, 14:52:56, time: 1.031, data_time: 0.004, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4258, loss_cls: 3.8503, loss: 3.8503, grad_norm: 0.9982 2020-07-28 09:34:35,159 - mmaction - INFO - Epoch [29][460/940] lr: 3.766e-01, eta: 1 day, 14:52:33, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.1900, top5_acc: 0.4193, loss_cls: 3.9026, loss: 3.9026, grad_norm: 0.9968 2020-07-28 09:34:54,313 - mmaction - INFO - Epoch [29][480/940] lr: 3.766e-01, eta: 1 day, 14:52:11, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1947, top5_acc: 0.4164, loss_cls: 3.8654, loss: 3.8654, grad_norm: 1.0010 2020-07-28 09:35:14,158 - mmaction - INFO - Epoch [29][500/940] lr: 3.766e-01, eta: 1 day, 14:51:52, time: 0.992, data_time: 0.002, memory: 5015, top1_acc: 0.1883, top5_acc: 0.4154, loss_cls: 3.8937, loss: 3.8937, grad_norm: 1.0049 2020-07-28 09:35:34,772 - mmaction - INFO - Epoch [29][520/940] lr: 3.766e-01, eta: 1 day, 14:51:38, time: 1.031, data_time: 0.002, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4178, loss_cls: 3.8981, loss: 3.8981, grad_norm: 0.9917 2020-07-28 09:35:54,764 - mmaction - INFO - Epoch [29][540/940] lr: 3.766e-01, eta: 1 day, 14:51:20, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.1943, top5_acc: 0.4148, loss_cls: 3.8989, loss: 3.8989, grad_norm: 0.9838 2020-07-28 09:36:14,459 - mmaction - INFO - Epoch [29][560/940] lr: 3.766e-01, eta: 1 day, 14:51:00, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1982, top5_acc: 0.4207, loss_cls: 3.8846, loss: 3.8846, grad_norm: 1.0065 2020-07-28 09:36:33,673 - mmaction - INFO - Epoch [29][580/940] lr: 3.766e-01, eta: 1 day, 14:50:38, time: 0.961, data_time: 0.006, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4115, loss_cls: 3.9175, loss: 3.9175, grad_norm: 1.0099 2020-07-28 09:36:53,582 - mmaction - INFO - Epoch [29][600/940] lr: 3.766e-01, eta: 1 day, 14:50:20, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1930, top5_acc: 0.4094, loss_cls: 3.9122, loss: 3.9122, grad_norm: 0.9936 2020-07-28 09:37:13,024 - mmaction - INFO - Epoch [29][620/940] lr: 3.766e-01, eta: 1 day, 14:49:59, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2023, top5_acc: 0.4270, loss_cls: 3.8760, loss: 3.8760, grad_norm: 0.9753 2020-07-28 09:37:32,530 - mmaction - INFO - Epoch [29][640/940] lr: 3.766e-01, eta: 1 day, 14:49:39, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.1871, top5_acc: 0.4217, loss_cls: 3.8769, loss: 3.8769, grad_norm: 0.9915 2020-07-28 09:37:51,771 - mmaction - INFO - Epoch [29][660/940] lr: 3.766e-01, eta: 1 day, 14:49:17, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4178, loss_cls: 3.8790, loss: 3.8790, grad_norm: 0.9675 2020-07-28 09:38:12,444 - mmaction - INFO - Epoch [29][680/940] lr: 3.766e-01, eta: 1 day, 14:49:03, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4217, loss_cls: 3.8859, loss: 3.8859, grad_norm: 0.9948 2020-07-28 09:38:31,075 - mmaction - INFO - Epoch [29][700/940] lr: 3.766e-01, eta: 1 day, 14:48:38, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.1902, top5_acc: 0.4188, loss_cls: 3.9055, loss: 3.9055, grad_norm: 0.9889 2020-07-28 09:38:50,584 - mmaction - INFO - Epoch [29][720/940] lr: 3.766e-01, eta: 1 day, 14:48:17, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.1936, top5_acc: 0.4232, loss_cls: 3.8611, loss: 3.8611, grad_norm: 0.9974 2020-07-28 09:39:09,429 - mmaction - INFO - Epoch [29][740/940] lr: 3.766e-01, eta: 1 day, 14:47:54, time: 0.942, data_time: 0.004, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4262, loss_cls: 3.8596, loss: 3.8596, grad_norm: 0.9887 2020-07-28 09:39:29,547 - mmaction - INFO - Epoch [29][760/940] lr: 3.766e-01, eta: 1 day, 14:47:36, time: 1.006, data_time: 0.002, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4168, loss_cls: 3.8878, loss: 3.8878, grad_norm: 1.0005 2020-07-28 09:39:48,451 - mmaction - INFO - Epoch [29][780/940] lr: 3.766e-01, eta: 1 day, 14:47:13, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4123, loss_cls: 3.8990, loss: 3.8990, grad_norm: 1.0029 2020-07-28 09:40:08,129 - mmaction - INFO - Epoch [29][800/940] lr: 3.766e-01, eta: 1 day, 14:46:53, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4297, loss_cls: 3.8840, loss: 3.8840, grad_norm: 0.9982 2020-07-28 09:40:28,820 - mmaction - INFO - Epoch [29][820/940] lr: 3.766e-01, eta: 1 day, 14:46:39, time: 1.034, data_time: 0.002, memory: 5015, top1_acc: 0.1795, top5_acc: 0.4047, loss_cls: 3.9529, loss: 3.9529, grad_norm: 1.0048 2020-07-28 09:40:49,686 - mmaction - INFO - Epoch [29][840/940] lr: 3.766e-01, eta: 1 day, 14:46:25, time: 1.042, data_time: 0.006, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4105, loss_cls: 3.8872, loss: 3.8872, grad_norm: 0.9867 2020-07-28 09:41:08,966 - mmaction - INFO - Epoch [29][860/940] lr: 3.766e-01, eta: 1 day, 14:46:04, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1906, top5_acc: 0.4162, loss_cls: 3.8732, loss: 3.8732, grad_norm: 0.9939 2020-07-28 09:41:27,649 - mmaction - INFO - Epoch [29][880/940] lr: 3.766e-01, eta: 1 day, 14:45:39, time: 0.934, data_time: 0.002, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4295, loss_cls: 3.8525, loss: 3.8525, grad_norm: 0.9874 2020-07-28 09:41:47,789 - mmaction - INFO - Epoch [29][900/940] lr: 3.766e-01, eta: 1 day, 14:45:22, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.1949, top5_acc: 0.4238, loss_cls: 3.8740, loss: 3.8740, grad_norm: 1.0030 2020-07-28 09:42:07,099 - mmaction - INFO - Epoch [29][920/940] lr: 3.766e-01, eta: 1 day, 14:45:01, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4271, loss_cls: 3.8662, loss: 3.8662, grad_norm: 1.0072 2020-07-28 09:42:26,331 - mmaction - INFO - Epoch [29][940/940] lr: 3.766e-01, eta: 1 day, 14:44:39, time: 0.959, data_time: 0.004, memory: 5015, top1_acc: 0.1907, top5_acc: 0.4162, loss_cls: 3.9189, loss: 3.9189, grad_norm: 1.0267 2020-07-28 09:42:26,605 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-07-28 09:42:53,238 - mmaction - INFO - Epoch [30][20/940] lr: 3.749e-01, eta: 1 day, 14:44:43, time: 1.215, data_time: 0.289, memory: 5015, top1_acc: 0.1984, top5_acc: 0.4178, loss_cls: 3.8703, loss: 3.8703, grad_norm: 0.9940 2020-07-28 09:43:12,682 - mmaction - INFO - Epoch [30][40/940] lr: 3.749e-01, eta: 1 day, 14:44:22, time: 0.971, data_time: 0.004, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4248, loss_cls: 3.8905, loss: 3.8905, grad_norm: 0.9766 2020-07-28 09:43:31,991 - mmaction - INFO - Epoch [30][60/940] lr: 3.749e-01, eta: 1 day, 14:44:01, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4135, loss_cls: 3.8613, loss: 3.8613, grad_norm: 1.0033 2020-07-28 09:43:51,370 - mmaction - INFO - Epoch [30][80/940] lr: 3.749e-01, eta: 1 day, 14:43:40, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4313, loss_cls: 3.8518, loss: 3.8518, grad_norm: 1.0312 2020-07-28 09:44:10,306 - mmaction - INFO - Epoch [30][100/940] lr: 3.749e-01, eta: 1 day, 14:43:16, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2031, top5_acc: 0.4240, loss_cls: 3.8656, loss: 3.8656, grad_norm: 1.0171 2020-07-28 09:44:30,239 - mmaction - INFO - Epoch [30][120/940] lr: 3.749e-01, eta: 1 day, 14:42:58, time: 0.995, data_time: 0.006, memory: 5015, top1_acc: 0.2031, top5_acc: 0.4375, loss_cls: 3.8377, loss: 3.8377, grad_norm: 1.0085 2020-07-28 09:44:49,561 - mmaction - INFO - Epoch [30][140/940] lr: 3.749e-01, eta: 1 day, 14:42:37, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4336, loss_cls: 3.8604, loss: 3.8604, grad_norm: 1.0170 2020-07-28 09:45:09,255 - mmaction - INFO - Epoch [30][160/940] lr: 3.749e-01, eta: 1 day, 14:42:17, time: 0.985, data_time: 0.002, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4133, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.0049 2020-07-28 09:45:28,026 - mmaction - INFO - Epoch [30][180/940] lr: 3.749e-01, eta: 1 day, 14:41:53, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4283, loss_cls: 3.8619, loss: 3.8619, grad_norm: 0.9854 2020-07-28 09:45:46,555 - mmaction - INFO - Epoch [30][200/940] lr: 3.749e-01, eta: 1 day, 14:41:28, time: 0.925, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4338, loss_cls: 3.8297, loss: 3.8297, grad_norm: 1.0185 2020-07-28 09:46:05,935 - mmaction - INFO - Epoch [30][220/940] lr: 3.749e-01, eta: 1 day, 14:41:07, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4162, loss_cls: 3.8724, loss: 3.8724, grad_norm: 0.9969 2020-07-28 09:46:26,386 - mmaction - INFO - Epoch [30][240/940] lr: 3.749e-01, eta: 1 day, 14:40:51, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.1984, top5_acc: 0.4137, loss_cls: 3.8817, loss: 3.8817, grad_norm: 1.0108 2020-07-28 09:46:46,063 - mmaction - INFO - Epoch [30][260/940] lr: 3.749e-01, eta: 1 day, 14:40:32, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4271, loss_cls: 3.8923, loss: 3.8923, grad_norm: 1.0222 2020-07-28 09:47:05,871 - mmaction - INFO - Epoch [30][280/940] lr: 3.749e-01, eta: 1 day, 14:40:13, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4367, loss_cls: 3.8386, loss: 3.8386, grad_norm: 0.9909 2020-07-28 09:47:25,656 - mmaction - INFO - Epoch [30][300/940] lr: 3.749e-01, eta: 1 day, 14:39:54, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.1973, top5_acc: 0.4295, loss_cls: 3.8474, loss: 3.8474, grad_norm: 0.9764 2020-07-28 09:47:45,118 - mmaction - INFO - Epoch [30][320/940] lr: 3.749e-01, eta: 1 day, 14:39:33, time: 0.971, data_time: 0.004, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4252, loss_cls: 3.8558, loss: 3.8558, grad_norm: 1.0078 2020-07-28 09:48:05,351 - mmaction - INFO - Epoch [30][340/940] lr: 3.749e-01, eta: 1 day, 14:39:16, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4402, loss_cls: 3.8034, loss: 3.8034, grad_norm: 0.9930 2020-07-28 09:48:24,951 - mmaction - INFO - Epoch [30][360/940] lr: 3.749e-01, eta: 1 day, 14:38:56, time: 0.980, data_time: 0.002, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4287, loss_cls: 3.8592, loss: 3.8592, grad_norm: 1.0191 2020-07-28 09:48:44,239 - mmaction - INFO - Epoch [30][380/940] lr: 3.749e-01, eta: 1 day, 14:38:35, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1865, top5_acc: 0.4109, loss_cls: 3.9243, loss: 3.9243, grad_norm: 1.0088 2020-07-28 09:49:04,127 - mmaction - INFO - Epoch [30][400/940] lr: 3.749e-01, eta: 1 day, 14:38:16, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4178, loss_cls: 3.8845, loss: 3.8845, grad_norm: 1.0006 2020-07-28 09:49:23,249 - mmaction - INFO - Epoch [30][420/940] lr: 3.749e-01, eta: 1 day, 14:37:54, time: 0.956, data_time: 0.002, memory: 5015, top1_acc: 0.1824, top5_acc: 0.4162, loss_cls: 3.9209, loss: 3.9209, grad_norm: 1.0281 2020-07-28 09:49:43,365 - mmaction - INFO - Epoch [30][440/940] lr: 3.749e-01, eta: 1 day, 14:37:37, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4176, loss_cls: 3.8798, loss: 3.8798, grad_norm: 0.9784 2020-07-28 09:50:03,406 - mmaction - INFO - Epoch [30][460/940] lr: 3.749e-01, eta: 1 day, 14:37:19, time: 1.003, data_time: 0.006, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4178, loss_cls: 3.8497, loss: 3.8497, grad_norm: 1.0191 2020-07-28 09:50:23,348 - mmaction - INFO - Epoch [30][480/940] lr: 3.749e-01, eta: 1 day, 14:37:01, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.1900, top5_acc: 0.4131, loss_cls: 3.8861, loss: 3.8861, grad_norm: 0.9624 2020-07-28 09:50:42,448 - mmaction - INFO - Epoch [30][500/940] lr: 3.749e-01, eta: 1 day, 14:36:38, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4227, loss_cls: 3.8792, loss: 3.8792, grad_norm: 1.0276 2020-07-28 09:51:01,916 - mmaction - INFO - Epoch [30][520/940] lr: 3.749e-01, eta: 1 day, 14:36:18, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4137, loss_cls: 3.8743, loss: 3.8743, grad_norm: 0.9951 2020-07-28 09:51:21,127 - mmaction - INFO - Epoch [30][540/940] lr: 3.749e-01, eta: 1 day, 14:35:56, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4170, loss_cls: 3.9038, loss: 3.9038, grad_norm: 1.0068 2020-07-28 09:51:40,745 - mmaction - INFO - Epoch [30][560/940] lr: 3.749e-01, eta: 1 day, 14:35:36, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4268, loss_cls: 3.8805, loss: 3.8805, grad_norm: 1.0021 2020-07-28 09:52:00,223 - mmaction - INFO - Epoch [30][580/940] lr: 3.749e-01, eta: 1 day, 14:35:15, time: 0.974, data_time: 0.006, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4348, loss_cls: 3.8567, loss: 3.8567, grad_norm: 1.0200 2020-07-28 09:52:19,734 - mmaction - INFO - Epoch [30][600/940] lr: 3.749e-01, eta: 1 day, 14:34:55, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.1930, top5_acc: 0.4199, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.0001 2020-07-28 09:52:38,958 - mmaction - INFO - Epoch [30][620/940] lr: 3.749e-01, eta: 1 day, 14:34:33, time: 0.964, data_time: 0.008, memory: 5015, top1_acc: 0.1918, top5_acc: 0.4164, loss_cls: 3.8997, loss: 3.8997, grad_norm: 1.0151 2020-07-28 09:52:58,893 - mmaction - INFO - Epoch [30][640/940] lr: 3.749e-01, eta: 1 day, 14:34:15, time: 0.996, data_time: 0.002, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4238, loss_cls: 3.8703, loss: 3.8703, grad_norm: 0.9801 2020-07-28 09:53:19,245 - mmaction - INFO - Epoch [30][660/940] lr: 3.749e-01, eta: 1 day, 14:33:59, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4166, loss_cls: 3.8654, loss: 3.8654, grad_norm: 0.9848 2020-07-28 09:53:38,148 - mmaction - INFO - Epoch [30][680/940] lr: 3.749e-01, eta: 1 day, 14:33:35, time: 0.947, data_time: 0.006, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4199, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.0039 2020-07-28 09:53:57,808 - mmaction - INFO - Epoch [30][700/940] lr: 3.749e-01, eta: 1 day, 14:33:16, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4277, loss_cls: 3.8462, loss: 3.8462, grad_norm: 1.0117 2020-07-28 09:54:16,471 - mmaction - INFO - Epoch [30][720/940] lr: 3.749e-01, eta: 1 day, 14:32:51, time: 0.932, data_time: 0.005, memory: 5015, top1_acc: 0.2004, top5_acc: 0.4268, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.0243 2020-07-28 09:54:35,605 - mmaction - INFO - Epoch [30][740/940] lr: 3.749e-01, eta: 1 day, 14:32:29, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4186, loss_cls: 3.8907, loss: 3.8907, grad_norm: 1.0087 2020-07-28 09:54:54,996 - mmaction - INFO - Epoch [30][760/940] lr: 3.749e-01, eta: 1 day, 14:32:08, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.1936, top5_acc: 0.4252, loss_cls: 3.8611, loss: 3.8611, grad_norm: 1.0082 2020-07-28 09:55:14,154 - mmaction - INFO - Epoch [30][780/940] lr: 3.749e-01, eta: 1 day, 14:31:46, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4201, loss_cls: 3.8829, loss: 3.8829, grad_norm: 1.0039 2020-07-28 09:55:33,901 - mmaction - INFO - Epoch [30][800/940] lr: 3.749e-01, eta: 1 day, 14:31:26, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4209, loss_cls: 3.8732, loss: 3.8732, grad_norm: 0.9945 2020-07-28 09:55:53,140 - mmaction - INFO - Epoch [30][820/940] lr: 3.749e-01, eta: 1 day, 14:31:05, time: 0.964, data_time: 0.006, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4322, loss_cls: 3.8619, loss: 3.8619, grad_norm: 1.0055 2020-07-28 09:56:13,167 - mmaction - INFO - Epoch [30][840/940] lr: 3.749e-01, eta: 1 day, 14:30:47, time: 1.000, data_time: 0.004, memory: 5015, top1_acc: 0.1943, top5_acc: 0.4188, loss_cls: 3.8874, loss: 3.8874, grad_norm: 1.0215 2020-07-28 09:56:32,929 - mmaction - INFO - Epoch [30][860/940] lr: 3.749e-01, eta: 1 day, 14:30:28, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4191, loss_cls: 3.8833, loss: 3.8833, grad_norm: 0.9928 2020-07-28 09:56:51,789 - mmaction - INFO - Epoch [30][880/940] lr: 3.749e-01, eta: 1 day, 14:30:04, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1828, top5_acc: 0.4074, loss_cls: 3.9107, loss: 3.9107, grad_norm: 1.0046 2020-07-28 09:57:11,172 - mmaction - INFO - Epoch [30][900/940] lr: 3.749e-01, eta: 1 day, 14:29:43, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4178, loss_cls: 3.8676, loss: 3.8676, grad_norm: 1.0042 2020-07-28 09:57:30,164 - mmaction - INFO - Epoch [30][920/940] lr: 3.749e-01, eta: 1 day, 14:29:20, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.1939, top5_acc: 0.4195, loss_cls: 3.8999, loss: 3.8999, grad_norm: 1.0031 2020-07-28 09:57:49,521 - mmaction - INFO - Epoch [30][940/940] lr: 3.749e-01, eta: 1 day, 14:28:59, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.1851, top5_acc: 0.4176, loss_cls: 3.9122, loss: 3.9122, grad_norm: 1.0181 2020-07-28 09:57:49,741 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-28 09:58:16,204 - mmaction - INFO - Epoch [31][20/940] lr: 3.732e-01, eta: 1 day, 14:29:06, time: 1.246, data_time: 0.323, memory: 5015, top1_acc: 0.1969, top5_acc: 0.4170, loss_cls: 3.8683, loss: 3.8683, grad_norm: 1.0066 2020-07-28 09:58:34,272 - mmaction - INFO - Epoch [31][40/940] lr: 3.732e-01, eta: 1 day, 14:28:39, time: 0.905, data_time: 0.005, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4260, loss_cls: 3.8878, loss: 3.8878, grad_norm: 1.0059 2020-07-28 09:58:53,416 - mmaction - INFO - Epoch [31][60/940] lr: 3.732e-01, eta: 1 day, 14:28:16, time: 0.957, data_time: 0.004, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4221, loss_cls: 3.8619, loss: 3.8619, grad_norm: 1.0052 2020-07-28 09:59:13,194 - mmaction - INFO - Epoch [31][80/940] lr: 3.732e-01, eta: 1 day, 14:27:57, time: 0.989, data_time: 0.002, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4174, loss_cls: 3.8886, loss: 3.8886, grad_norm: 1.0088 2020-07-28 09:59:33,527 - mmaction - INFO - Epoch [31][100/940] lr: 3.732e-01, eta: 1 day, 14:27:41, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4260, loss_cls: 3.8329, loss: 3.8329, grad_norm: 1.0086 2020-07-28 09:59:52,266 - mmaction - INFO - Epoch [31][120/940] lr: 3.732e-01, eta: 1 day, 14:27:17, time: 0.937, data_time: 0.002, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4301, loss_cls: 3.8377, loss: 3.8377, grad_norm: 1.0069 2020-07-28 10:00:16,555 - mmaction - INFO - Epoch [31][140/940] lr: 3.732e-01, eta: 1 day, 14:27:19, time: 1.206, data_time: 0.004, memory: 5015, top1_acc: 0.1879, top5_acc: 0.4184, loss_cls: 3.8917, loss: 3.8917, grad_norm: 0.9960 2020-07-28 10:00:34,976 - mmaction - INFO - Epoch [31][160/940] lr: 3.732e-01, eta: 1 day, 14:26:54, time: 0.929, data_time: 0.014, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4232, loss_cls: 3.8668, loss: 3.8668, grad_norm: 0.9913 2020-07-28 10:00:54,730 - mmaction - INFO - Epoch [31][180/940] lr: 3.732e-01, eta: 1 day, 14:26:35, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2041, top5_acc: 0.4361, loss_cls: 3.8213, loss: 3.8213, grad_norm: 1.0165 2020-07-28 10:01:14,161 - mmaction - INFO - Epoch [31][200/940] lr: 3.732e-01, eta: 1 day, 14:26:15, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.1920, top5_acc: 0.4264, loss_cls: 3.8708, loss: 3.8708, grad_norm: 0.9977 2020-07-28 10:01:34,049 - mmaction - INFO - Epoch [31][220/940] lr: 3.732e-01, eta: 1 day, 14:25:56, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.1938, top5_acc: 0.4201, loss_cls: 3.8795, loss: 3.8795, grad_norm: 0.9813 2020-07-28 10:01:54,749 - mmaction - INFO - Epoch [31][240/940] lr: 3.732e-01, eta: 1 day, 14:25:41, time: 1.033, data_time: 0.005, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4215, loss_cls: 3.8898, loss: 3.8898, grad_norm: 1.0043 2020-07-28 10:02:13,889 - mmaction - INFO - Epoch [31][260/940] lr: 3.732e-01, eta: 1 day, 14:25:19, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4166, loss_cls: 3.8545, loss: 3.8545, grad_norm: 0.9941 2020-07-28 10:02:33,211 - mmaction - INFO - Epoch [31][280/940] lr: 3.732e-01, eta: 1 day, 14:24:58, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4121, loss_cls: 3.9009, loss: 3.9009, grad_norm: 0.9884 2020-07-28 10:02:52,968 - mmaction - INFO - Epoch [31][300/940] lr: 3.732e-01, eta: 1 day, 14:24:39, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4367, loss_cls: 3.8387, loss: 3.8387, grad_norm: 0.9939 2020-07-28 10:03:12,885 - mmaction - INFO - Epoch [31][320/940] lr: 3.732e-01, eta: 1 day, 14:24:20, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.1912, top5_acc: 0.4207, loss_cls: 3.8681, loss: 3.8681, grad_norm: 1.0120 2020-07-28 10:03:32,300 - mmaction - INFO - Epoch [31][340/940] lr: 3.732e-01, eta: 1 day, 14:24:00, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4404, loss_cls: 3.8187, loss: 3.8187, grad_norm: 1.0314 2020-07-28 10:03:52,226 - mmaction - INFO - Epoch [31][360/940] lr: 3.732e-01, eta: 1 day, 14:23:41, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.1953, top5_acc: 0.4123, loss_cls: 3.8974, loss: 3.8974, grad_norm: 1.0208 2020-07-28 10:04:12,519 - mmaction - INFO - Epoch [31][380/940] lr: 3.732e-01, eta: 1 day, 14:23:25, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.1918, top5_acc: 0.4324, loss_cls: 3.8582, loss: 3.8582, grad_norm: 0.9953 2020-07-28 10:04:31,322 - mmaction - INFO - Epoch [31][400/940] lr: 3.732e-01, eta: 1 day, 14:23:01, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4281, loss_cls: 3.8323, loss: 3.8323, grad_norm: 1.0186 2020-07-28 10:04:50,766 - mmaction - INFO - Epoch [31][420/940] lr: 3.732e-01, eta: 1 day, 14:22:40, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.1895, top5_acc: 0.4166, loss_cls: 3.9035, loss: 3.9035, grad_norm: 1.0019 2020-07-28 10:05:10,878 - mmaction - INFO - Epoch [31][440/940] lr: 3.732e-01, eta: 1 day, 14:22:23, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4238, loss_cls: 3.8560, loss: 3.8560, grad_norm: 1.0059 2020-07-28 10:05:30,863 - mmaction - INFO - Epoch [31][460/940] lr: 3.732e-01, eta: 1 day, 14:22:05, time: 1.001, data_time: 0.004, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4260, loss_cls: 3.8468, loss: 3.8468, grad_norm: 1.0134 2020-07-28 10:05:49,986 - mmaction - INFO - Epoch [31][480/940] lr: 3.732e-01, eta: 1 day, 14:21:42, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4283, loss_cls: 3.8339, loss: 3.8339, grad_norm: 1.0098 2020-07-28 10:06:09,360 - mmaction - INFO - Epoch [31][500/940] lr: 3.732e-01, eta: 1 day, 14:21:21, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2010, top5_acc: 0.4307, loss_cls: 3.8483, loss: 3.8483, grad_norm: 1.0015 2020-07-28 10:06:29,239 - mmaction - INFO - Epoch [31][520/940] lr: 3.732e-01, eta: 1 day, 14:21:03, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4385, loss_cls: 3.8199, loss: 3.8199, grad_norm: 0.9971 2020-07-28 10:06:49,128 - mmaction - INFO - Epoch [31][540/940] lr: 3.732e-01, eta: 1 day, 14:20:44, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1949, top5_acc: 0.4277, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.0060 2020-07-28 10:07:08,330 - mmaction - INFO - Epoch [31][560/940] lr: 3.732e-01, eta: 1 day, 14:20:23, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1947, top5_acc: 0.4238, loss_cls: 3.9032, loss: 3.9032, grad_norm: 1.0022 2020-07-28 10:07:27,529 - mmaction - INFO - Epoch [31][580/940] lr: 3.732e-01, eta: 1 day, 14:20:01, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2070, top5_acc: 0.4313, loss_cls: 3.8193, loss: 3.8193, grad_norm: 1.0095 2020-07-28 10:07:46,437 - mmaction - INFO - Epoch [31][600/940] lr: 3.732e-01, eta: 1 day, 14:19:37, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4252, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.0236 2020-07-28 10:08:05,326 - mmaction - INFO - Epoch [31][620/940] lr: 3.732e-01, eta: 1 day, 14:19:14, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.1920, top5_acc: 0.4088, loss_cls: 3.8985, loss: 3.8985, grad_norm: 1.0111 2020-07-28 10:08:24,953 - mmaction - INFO - Epoch [31][640/940] lr: 3.732e-01, eta: 1 day, 14:18:54, time: 0.981, data_time: 0.002, memory: 5015, top1_acc: 0.1951, top5_acc: 0.4186, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.0138 2020-07-28 10:08:45,123 - mmaction - INFO - Epoch [31][660/940] lr: 3.732e-01, eta: 1 day, 14:18:37, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1910, top5_acc: 0.4236, loss_cls: 3.8688, loss: 3.8688, grad_norm: 1.0083 2020-07-28 10:09:03,474 - mmaction - INFO - Epoch [31][680/940] lr: 3.732e-01, eta: 1 day, 14:18:11, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4326, loss_cls: 3.8317, loss: 3.8317, grad_norm: 1.0355 2020-07-28 10:09:24,569 - mmaction - INFO - Epoch [31][700/940] lr: 3.732e-01, eta: 1 day, 14:17:58, time: 1.053, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4197, loss_cls: 3.8648, loss: 3.8648, grad_norm: 1.0204 2020-07-28 10:09:43,539 - mmaction - INFO - Epoch [31][720/940] lr: 3.732e-01, eta: 1 day, 14:17:35, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4332, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.0084 2020-07-28 10:10:03,918 - mmaction - INFO - Epoch [31][740/940] lr: 3.732e-01, eta: 1 day, 14:17:19, time: 1.019, data_time: 0.004, memory: 5015, top1_acc: 0.2078, top5_acc: 0.4330, loss_cls: 3.8215, loss: 3.8215, grad_norm: 1.0083 2020-07-28 10:10:22,610 - mmaction - INFO - Epoch [31][760/940] lr: 3.732e-01, eta: 1 day, 14:16:55, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.1922, top5_acc: 0.4295, loss_cls: 3.8549, loss: 3.8549, grad_norm: 1.0160 2020-07-28 10:10:42,945 - mmaction - INFO - Epoch [31][780/940] lr: 3.732e-01, eta: 1 day, 14:16:39, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.1871, top5_acc: 0.4102, loss_cls: 3.8989, loss: 3.8989, grad_norm: 1.0259 2020-07-28 10:11:03,361 - mmaction - INFO - Epoch [31][800/940] lr: 3.732e-01, eta: 1 day, 14:16:23, time: 1.021, data_time: 0.002, memory: 5015, top1_acc: 0.1820, top5_acc: 0.4164, loss_cls: 3.9247, loss: 3.9247, grad_norm: 1.0049 2020-07-28 10:11:23,264 - mmaction - INFO - Epoch [31][820/940] lr: 3.732e-01, eta: 1 day, 14:16:04, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2053, top5_acc: 0.4330, loss_cls: 3.8253, loss: 3.8253, grad_norm: 1.0220 2020-07-28 10:11:42,766 - mmaction - INFO - Epoch [31][840/940] lr: 3.732e-01, eta: 1 day, 14:15:44, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.1982, top5_acc: 0.4188, loss_cls: 3.8882, loss: 3.8882, grad_norm: 1.0020 2020-07-28 10:12:03,024 - mmaction - INFO - Epoch [31][860/940] lr: 3.732e-01, eta: 1 day, 14:15:27, time: 1.013, data_time: 0.002, memory: 5015, top1_acc: 0.2035, top5_acc: 0.4264, loss_cls: 3.8438, loss: 3.8438, grad_norm: 0.9676 2020-07-28 10:12:22,879 - mmaction - INFO - Epoch [31][880/940] lr: 3.732e-01, eta: 1 day, 14:15:08, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4199, loss_cls: 3.8618, loss: 3.8618, grad_norm: 1.0105 2020-07-28 10:12:42,106 - mmaction - INFO - Epoch [31][900/940] lr: 3.732e-01, eta: 1 day, 14:14:47, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4166, loss_cls: 3.9054, loss: 3.9054, grad_norm: 1.0135 2020-07-28 10:13:00,911 - mmaction - INFO - Epoch [31][920/940] lr: 3.732e-01, eta: 1 day, 14:14:23, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1967, top5_acc: 0.4295, loss_cls: 3.8305, loss: 3.8305, grad_norm: 0.9895 2020-07-28 10:13:19,236 - mmaction - INFO - Epoch [31][940/940] lr: 3.732e-01, eta: 1 day, 14:13:57, time: 0.918, data_time: 0.005, memory: 5015, top1_acc: 0.1993, top5_acc: 0.4158, loss_cls: 3.9040, loss: 3.9040, grad_norm: 1.0401 2020-07-28 10:13:19,566 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-07-28 10:13:49,323 - mmaction - INFO - Epoch [32][20/940] lr: 3.714e-01, eta: 1 day, 14:14:16, time: 1.389, data_time: 0.468, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4291, loss_cls: 3.8400, loss: 3.8400, grad_norm: 1.0182 2020-07-28 10:14:07,633 - mmaction - INFO - Epoch [32][40/940] lr: 3.714e-01, eta: 1 day, 14:13:50, time: 0.917, data_time: 0.004, memory: 5015, top1_acc: 0.1982, top5_acc: 0.4289, loss_cls: 3.8350, loss: 3.8350, grad_norm: 1.0165 2020-07-28 10:14:27,004 - mmaction - INFO - Epoch [32][60/940] lr: 3.714e-01, eta: 1 day, 14:13:29, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4299, loss_cls: 3.8617, loss: 3.8617, grad_norm: 1.0389 2020-07-28 10:14:45,743 - mmaction - INFO - Epoch [32][80/940] lr: 3.714e-01, eta: 1 day, 14:13:05, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2010, top5_acc: 0.4215, loss_cls: 3.8628, loss: 3.8628, grad_norm: 1.0256 2020-07-28 10:15:05,709 - mmaction - INFO - Epoch [32][100/940] lr: 3.714e-01, eta: 1 day, 14:12:47, time: 0.998, data_time: 0.004, memory: 5015, top1_acc: 0.1990, top5_acc: 0.4373, loss_cls: 3.8338, loss: 3.8338, grad_norm: 1.0056 2020-07-28 10:15:25,581 - mmaction - INFO - Epoch [32][120/940] lr: 3.714e-01, eta: 1 day, 14:12:28, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4264, loss_cls: 3.8538, loss: 3.8538, grad_norm: 1.0170 2020-07-28 10:15:44,398 - mmaction - INFO - Epoch [32][140/940] lr: 3.714e-01, eta: 1 day, 14:12:04, time: 0.940, data_time: 0.006, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4291, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.0044 2020-07-28 10:16:03,878 - mmaction - INFO - Epoch [32][160/940] lr: 3.714e-01, eta: 1 day, 14:11:44, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4244, loss_cls: 3.8305, loss: 3.8305, grad_norm: 1.0224 2020-07-28 10:16:22,715 - mmaction - INFO - Epoch [32][180/940] lr: 3.714e-01, eta: 1 day, 14:11:20, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4191, loss_cls: 3.8755, loss: 3.8755, grad_norm: 1.0099 2020-07-28 10:16:42,180 - mmaction - INFO - Epoch [32][200/940] lr: 3.714e-01, eta: 1 day, 14:11:00, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.1979, top5_acc: 0.4354, loss_cls: 3.8268, loss: 3.8268, grad_norm: 1.0233 2020-07-28 10:17:01,205 - mmaction - INFO - Epoch [32][220/940] lr: 3.714e-01, eta: 1 day, 14:10:37, time: 0.951, data_time: 0.002, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4316, loss_cls: 3.8519, loss: 3.8519, grad_norm: 0.9991 2020-07-28 10:17:21,299 - mmaction - INFO - Epoch [32][240/940] lr: 3.714e-01, eta: 1 day, 14:10:20, time: 1.004, data_time: 0.004, memory: 5015, top1_acc: 0.1951, top5_acc: 0.4277, loss_cls: 3.8503, loss: 3.8503, grad_norm: 1.0204 2020-07-28 10:17:40,666 - mmaction - INFO - Epoch [32][260/940] lr: 3.714e-01, eta: 1 day, 14:09:59, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4205, loss_cls: 3.8484, loss: 3.8484, grad_norm: 1.0136 2020-07-28 10:18:00,549 - mmaction - INFO - Epoch [32][280/940] lr: 3.714e-01, eta: 1 day, 14:09:40, time: 0.993, data_time: 0.004, memory: 5015, top1_acc: 0.1953, top5_acc: 0.4229, loss_cls: 3.8373, loss: 3.8373, grad_norm: 1.0250 2020-07-28 10:18:20,269 - mmaction - INFO - Epoch [32][300/940] lr: 3.714e-01, eta: 1 day, 14:09:21, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2047, top5_acc: 0.4303, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0076 2020-07-28 10:18:39,208 - mmaction - INFO - Epoch [32][320/940] lr: 3.714e-01, eta: 1 day, 14:08:58, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4254, loss_cls: 3.8512, loss: 3.8512, grad_norm: 1.0072 2020-07-28 10:18:58,614 - mmaction - INFO - Epoch [32][340/940] lr: 3.714e-01, eta: 1 day, 14:08:37, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1955, top5_acc: 0.4334, loss_cls: 3.8334, loss: 3.8334, grad_norm: 1.0228 2020-07-28 10:19:18,378 - mmaction - INFO - Epoch [32][360/940] lr: 3.714e-01, eta: 1 day, 14:08:18, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4293, loss_cls: 3.8641, loss: 3.8641, grad_norm: 1.0202 2020-07-28 10:19:37,748 - mmaction - INFO - Epoch [32][380/940] lr: 3.714e-01, eta: 1 day, 14:07:57, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4277, loss_cls: 3.8273, loss: 3.8273, grad_norm: 0.9966 2020-07-28 10:19:57,616 - mmaction - INFO - Epoch [32][400/940] lr: 3.714e-01, eta: 1 day, 14:07:38, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.1955, top5_acc: 0.4309, loss_cls: 3.8470, loss: 3.8470, grad_norm: 1.0239 2020-07-28 10:20:16,934 - mmaction - INFO - Epoch [32][420/940] lr: 3.714e-01, eta: 1 day, 14:07:17, time: 0.964, data_time: 0.004, memory: 5015, top1_acc: 0.1953, top5_acc: 0.4201, loss_cls: 3.8638, loss: 3.8638, grad_norm: 1.0269 2020-07-28 10:20:36,561 - mmaction - INFO - Epoch [32][440/940] lr: 3.714e-01, eta: 1 day, 14:06:57, time: 0.983, data_time: 0.006, memory: 5015, top1_acc: 0.1912, top5_acc: 0.4186, loss_cls: 3.8989, loss: 3.8989, grad_norm: 1.0289 2020-07-28 10:20:56,255 - mmaction - INFO - Epoch [32][460/940] lr: 3.714e-01, eta: 1 day, 14:06:37, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1893, top5_acc: 0.4223, loss_cls: 3.8675, loss: 3.8675, grad_norm: 1.0084 2020-07-28 10:21:15,730 - mmaction - INFO - Epoch [32][480/940] lr: 3.714e-01, eta: 1 day, 14:06:17, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4307, loss_cls: 3.8146, loss: 3.8146, grad_norm: 1.0204 2020-07-28 10:21:35,073 - mmaction - INFO - Epoch [32][500/940] lr: 3.714e-01, eta: 1 day, 14:05:56, time: 0.966, data_time: 0.006, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4408, loss_cls: 3.8019, loss: 3.8019, grad_norm: 1.0287 2020-07-28 10:21:53,880 - mmaction - INFO - Epoch [32][520/940] lr: 3.714e-01, eta: 1 day, 14:05:32, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4305, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0172 2020-07-28 10:22:13,028 - mmaction - INFO - Epoch [32][540/940] lr: 3.714e-01, eta: 1 day, 14:05:10, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1904, top5_acc: 0.4150, loss_cls: 3.8861, loss: 3.8861, grad_norm: 0.9983 2020-07-28 10:22:31,776 - mmaction - INFO - Epoch [32][560/940] lr: 3.714e-01, eta: 1 day, 14:04:46, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1953, top5_acc: 0.4248, loss_cls: 3.8645, loss: 3.8645, grad_norm: 1.0017 2020-07-28 10:22:51,588 - mmaction - INFO - Epoch [32][580/940] lr: 3.714e-01, eta: 1 day, 14:04:27, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1965, top5_acc: 0.4229, loss_cls: 3.8475, loss: 3.8475, grad_norm: 1.0005 2020-07-28 10:23:10,765 - mmaction - INFO - Epoch [32][600/940] lr: 3.714e-01, eta: 1 day, 14:04:05, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.1926, top5_acc: 0.4258, loss_cls: 3.8695, loss: 3.8695, grad_norm: 0.9906 2020-07-28 10:23:30,203 - mmaction - INFO - Epoch [32][620/940] lr: 3.714e-01, eta: 1 day, 14:03:45, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4180, loss_cls: 3.8867, loss: 3.8867, grad_norm: 1.0311 2020-07-28 10:23:49,038 - mmaction - INFO - Epoch [32][640/940] lr: 3.714e-01, eta: 1 day, 14:03:21, time: 0.942, data_time: 0.002, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4324, loss_cls: 3.8584, loss: 3.8584, grad_norm: 0.9972 2020-07-28 10:24:08,714 - mmaction - INFO - Epoch [32][660/940] lr: 3.714e-01, eta: 1 day, 14:03:02, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4270, loss_cls: 3.8388, loss: 3.8388, grad_norm: 1.0206 2020-07-28 10:24:28,258 - mmaction - INFO - Epoch [32][680/940] lr: 3.714e-01, eta: 1 day, 14:02:42, time: 0.977, data_time: 0.002, memory: 5015, top1_acc: 0.1867, top5_acc: 0.4246, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.0072 2020-07-28 10:24:47,505 - mmaction - INFO - Epoch [32][700/940] lr: 3.714e-01, eta: 1 day, 14:02:20, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4258, loss_cls: 3.8517, loss: 3.8517, grad_norm: 1.0021 2020-07-28 10:25:07,629 - mmaction - INFO - Epoch [32][720/940] lr: 3.714e-01, eta: 1 day, 14:02:03, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4025, loss_cls: 3.9215, loss: 3.9215, grad_norm: 1.0101 2020-07-28 10:25:26,489 - mmaction - INFO - Epoch [32][740/940] lr: 3.714e-01, eta: 1 day, 14:01:39, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4313, loss_cls: 3.8445, loss: 3.8445, grad_norm: 0.9930 2020-07-28 10:25:46,942 - mmaction - INFO - Epoch [32][760/940] lr: 3.714e-01, eta: 1 day, 14:01:23, time: 1.021, data_time: 0.004, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4207, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.0227 2020-07-28 10:26:05,437 - mmaction - INFO - Epoch [32][780/940] lr: 3.714e-01, eta: 1 day, 14:00:58, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4234, loss_cls: 3.8574, loss: 3.8574, grad_norm: 1.0059 2020-07-28 10:26:25,393 - mmaction - INFO - Epoch [32][800/940] lr: 3.714e-01, eta: 1 day, 14:00:40, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4326, loss_cls: 3.8320, loss: 3.8320, grad_norm: 1.0336 2020-07-28 10:26:43,922 - mmaction - INFO - Epoch [32][820/940] lr: 3.714e-01, eta: 1 day, 14:00:15, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.1902, top5_acc: 0.4291, loss_cls: 3.8578, loss: 3.8578, grad_norm: 1.0179 2020-07-28 10:27:04,328 - mmaction - INFO - Epoch [32][840/940] lr: 3.714e-01, eta: 1 day, 13:59:59, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.1965, top5_acc: 0.4348, loss_cls: 3.8366, loss: 3.8366, grad_norm: 1.0348 2020-07-28 10:27:23,680 - mmaction - INFO - Epoch [32][860/940] lr: 3.714e-01, eta: 1 day, 13:59:38, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4227, loss_cls: 3.8917, loss: 3.8917, grad_norm: 1.0108 2020-07-28 10:27:43,243 - mmaction - INFO - Epoch [32][880/940] lr: 3.714e-01, eta: 1 day, 13:59:18, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2088, top5_acc: 0.4352, loss_cls: 3.8258, loss: 3.8258, grad_norm: 1.0434 2020-07-28 10:28:02,699 - mmaction - INFO - Epoch [32][900/940] lr: 3.714e-01, eta: 1 day, 13:58:57, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1990, top5_acc: 0.4258, loss_cls: 3.8622, loss: 3.8622, grad_norm: 0.9895 2020-07-28 10:28:21,974 - mmaction - INFO - Epoch [32][920/940] lr: 3.714e-01, eta: 1 day, 13:58:36, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1904, top5_acc: 0.4313, loss_cls: 3.8792, loss: 3.8792, grad_norm: 1.0148 2020-07-28 10:28:39,606 - mmaction - INFO - Epoch [32][940/940] lr: 3.714e-01, eta: 1 day, 13:58:07, time: 0.880, data_time: 0.006, memory: 5015, top1_acc: 0.1985, top5_acc: 0.4334, loss_cls: 3.8266, loss: 3.8266, grad_norm: 1.0294 2020-07-28 10:28:39,905 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-28 10:29:07,630 - mmaction - INFO - Epoch [33][20/940] lr: 3.696e-01, eta: 1 day, 13:58:13, time: 1.267, data_time: 0.318, memory: 5015, top1_acc: 0.2086, top5_acc: 0.4385, loss_cls: 3.8078, loss: 3.8078, grad_norm: 1.0153 2020-07-28 10:29:26,371 - mmaction - INFO - Epoch [33][40/940] lr: 3.696e-01, eta: 1 day, 13:57:49, time: 0.936, data_time: 0.004, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4391, loss_cls: 3.7772, loss: 3.7772, grad_norm: 1.0392 2020-07-28 10:29:45,091 - mmaction - INFO - Epoch [33][60/940] lr: 3.696e-01, eta: 1 day, 13:57:26, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4322, loss_cls: 3.8199, loss: 3.8199, grad_norm: 1.0259 2020-07-28 10:30:05,562 - mmaction - INFO - Epoch [33][80/940] lr: 3.696e-01, eta: 1 day, 13:57:09, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.2006, top5_acc: 0.4336, loss_cls: 3.8422, loss: 3.8422, grad_norm: 1.0256 2020-07-28 10:30:24,389 - mmaction - INFO - Epoch [33][100/940] lr: 3.696e-01, eta: 1 day, 13:56:46, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2002, top5_acc: 0.4236, loss_cls: 3.8903, loss: 3.8903, grad_norm: 1.0089 2020-07-28 10:30:43,481 - mmaction - INFO - Epoch [33][120/940] lr: 3.696e-01, eta: 1 day, 13:56:24, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4279, loss_cls: 3.8700, loss: 3.8700, grad_norm: 0.9896 2020-07-28 10:31:03,267 - mmaction - INFO - Epoch [33][140/940] lr: 3.696e-01, eta: 1 day, 13:56:05, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4303, loss_cls: 3.8580, loss: 3.8580, grad_norm: 0.9964 2020-07-28 10:31:22,135 - mmaction - INFO - Epoch [33][160/940] lr: 3.696e-01, eta: 1 day, 13:55:42, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4307, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.0174 2020-07-28 10:31:41,997 - mmaction - INFO - Epoch [33][180/940] lr: 3.696e-01, eta: 1 day, 13:55:23, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1939, top5_acc: 0.4309, loss_cls: 3.8432, loss: 3.8432, grad_norm: 1.0155 2020-07-28 10:32:00,832 - mmaction - INFO - Epoch [33][200/940] lr: 3.696e-01, eta: 1 day, 13:55:00, time: 0.942, data_time: 0.002, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4201, loss_cls: 3.8518, loss: 3.8518, grad_norm: 0.9943 2020-07-28 10:32:21,849 - mmaction - INFO - Epoch [33][220/940] lr: 3.696e-01, eta: 1 day, 13:54:46, time: 1.051, data_time: 0.002, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4340, loss_cls: 3.8433, loss: 3.8433, grad_norm: 1.0165 2020-07-28 10:32:40,648 - mmaction - INFO - Epoch [33][240/940] lr: 3.696e-01, eta: 1 day, 13:54:23, time: 0.940, data_time: 0.002, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4354, loss_cls: 3.8211, loss: 3.8211, grad_norm: 1.0044 2020-07-28 10:33:01,619 - mmaction - INFO - Epoch [33][260/940] lr: 3.696e-01, eta: 1 day, 13:54:09, time: 1.048, data_time: 0.002, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4322, loss_cls: 3.8304, loss: 3.8304, grad_norm: 1.0154 2020-07-28 10:33:21,244 - mmaction - INFO - Epoch [33][280/940] lr: 3.696e-01, eta: 1 day, 13:53:49, time: 0.981, data_time: 0.003, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4318, loss_cls: 3.8485, loss: 3.8485, grad_norm: 1.0294 2020-07-28 10:33:41,845 - mmaction - INFO - Epoch [33][300/940] lr: 3.696e-01, eta: 1 day, 13:53:34, time: 1.030, data_time: 0.004, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4164, loss_cls: 3.8727, loss: 3.8727, grad_norm: 1.0217 2020-07-28 10:34:00,019 - mmaction - INFO - Epoch [33][320/940] lr: 3.696e-01, eta: 1 day, 13:53:08, time: 0.909, data_time: 0.002, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4246, loss_cls: 3.8769, loss: 3.8769, grad_norm: 1.0105 2020-07-28 10:34:19,344 - mmaction - INFO - Epoch [33][340/940] lr: 3.696e-01, eta: 1 day, 13:52:46, time: 0.966, data_time: 0.003, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4342, loss_cls: 3.8502, loss: 3.8502, grad_norm: 1.0234 2020-07-28 10:34:39,679 - mmaction - INFO - Epoch [33][360/940] lr: 3.696e-01, eta: 1 day, 13:52:30, time: 1.017, data_time: 0.002, memory: 5015, top1_acc: 0.1979, top5_acc: 0.4219, loss_cls: 3.8540, loss: 3.8540, grad_norm: 1.0201 2020-07-28 10:34:58,929 - mmaction - INFO - Epoch [33][380/940] lr: 3.696e-01, eta: 1 day, 13:52:08, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4289, loss_cls: 3.8635, loss: 3.8635, grad_norm: 1.0405 2020-07-28 10:35:18,689 - mmaction - INFO - Epoch [33][400/940] lr: 3.696e-01, eta: 1 day, 13:51:49, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4191, loss_cls: 3.8701, loss: 3.8701, grad_norm: 1.0065 2020-07-28 10:35:37,104 - mmaction - INFO - Epoch [33][420/940] lr: 3.696e-01, eta: 1 day, 13:51:24, time: 0.920, data_time: 0.002, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4152, loss_cls: 3.8906, loss: 3.8906, grad_norm: 1.0387 2020-07-28 10:35:56,900 - mmaction - INFO - Epoch [33][440/940] lr: 3.696e-01, eta: 1 day, 13:51:05, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.1953, top5_acc: 0.4291, loss_cls: 3.8713, loss: 3.8713, grad_norm: 1.0182 2020-07-28 10:36:15,736 - mmaction - INFO - Epoch [33][460/940] lr: 3.696e-01, eta: 1 day, 13:50:42, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.1973, top5_acc: 0.4346, loss_cls: 3.8634, loss: 3.8634, grad_norm: 1.0332 2020-07-28 10:36:34,986 - mmaction - INFO - Epoch [33][480/940] lr: 3.696e-01, eta: 1 day, 13:50:20, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2025, top5_acc: 0.4311, loss_cls: 3.8235, loss: 3.8235, grad_norm: 1.0068 2020-07-28 10:36:54,009 - mmaction - INFO - Epoch [33][500/940] lr: 3.696e-01, eta: 1 day, 13:49:58, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1879, top5_acc: 0.4201, loss_cls: 3.8474, loss: 3.8474, grad_norm: 1.0137 2020-07-28 10:37:13,416 - mmaction - INFO - Epoch [33][520/940] lr: 3.696e-01, eta: 1 day, 13:49:37, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4338, loss_cls: 3.7991, loss: 3.7991, grad_norm: 1.0142 2020-07-28 10:37:33,027 - mmaction - INFO - Epoch [33][540/940] lr: 3.696e-01, eta: 1 day, 13:49:17, time: 0.983, data_time: 0.006, memory: 5015, top1_acc: 0.1939, top5_acc: 0.4309, loss_cls: 3.8547, loss: 3.8547, grad_norm: 1.0416 2020-07-28 10:37:52,334 - mmaction - INFO - Epoch [33][560/940] lr: 3.696e-01, eta: 1 day, 13:48:56, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4320, loss_cls: 3.8415, loss: 3.8415, grad_norm: 1.0131 2020-07-28 10:38:12,024 - mmaction - INFO - Epoch [33][580/940] lr: 3.696e-01, eta: 1 day, 13:48:36, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4225, loss_cls: 3.8771, loss: 3.8771, grad_norm: 1.0257 2020-07-28 10:38:31,780 - mmaction - INFO - Epoch [33][600/940] lr: 3.696e-01, eta: 1 day, 13:48:17, time: 0.985, data_time: 0.006, memory: 5015, top1_acc: 0.2010, top5_acc: 0.4301, loss_cls: 3.8278, loss: 3.8278, grad_norm: 1.0221 2020-07-28 10:38:51,433 - mmaction - INFO - Epoch [33][620/940] lr: 3.696e-01, eta: 1 day, 13:47:58, time: 0.985, data_time: 0.006, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4313, loss_cls: 3.8535, loss: 3.8535, grad_norm: 1.0280 2020-07-28 10:39:11,309 - mmaction - INFO - Epoch [33][640/940] lr: 3.696e-01, eta: 1 day, 13:47:39, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.1936, top5_acc: 0.4201, loss_cls: 3.8622, loss: 3.8622, grad_norm: 1.0344 2020-07-28 10:39:30,871 - mmaction - INFO - Epoch [33][660/940] lr: 3.696e-01, eta: 1 day, 13:47:19, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4367, loss_cls: 3.8224, loss: 3.8224, grad_norm: 1.0101 2020-07-28 10:39:50,031 - mmaction - INFO - Epoch [33][680/940] lr: 3.696e-01, eta: 1 day, 13:46:57, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4324, loss_cls: 3.8133, loss: 3.8133, grad_norm: 1.0319 2020-07-28 10:40:08,904 - mmaction - INFO - Epoch [33][700/940] lr: 3.696e-01, eta: 1 day, 13:46:34, time: 0.944, data_time: 0.006, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4330, loss_cls: 3.8268, loss: 3.8268, grad_norm: 1.0205 2020-07-28 10:40:28,576 - mmaction - INFO - Epoch [33][720/940] lr: 3.696e-01, eta: 1 day, 13:46:14, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4307, loss_cls: 3.8368, loss: 3.8368, grad_norm: 1.0231 2020-07-28 10:40:47,819 - mmaction - INFO - Epoch [33][740/940] lr: 3.696e-01, eta: 1 day, 13:45:53, time: 0.960, data_time: 0.004, memory: 5015, top1_acc: 0.1977, top5_acc: 0.4262, loss_cls: 3.8393, loss: 3.8393, grad_norm: 1.0292 2020-07-28 10:41:07,657 - mmaction - INFO - Epoch [33][760/940] lr: 3.696e-01, eta: 1 day, 13:45:34, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4203, loss_cls: 3.8822, loss: 3.8822, grad_norm: 1.0097 2020-07-28 10:41:26,657 - mmaction - INFO - Epoch [33][780/940] lr: 3.696e-01, eta: 1 day, 13:45:11, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4271, loss_cls: 3.8195, loss: 3.8195, grad_norm: 1.0246 2020-07-28 10:41:45,152 - mmaction - INFO - Epoch [33][800/940] lr: 3.696e-01, eta: 1 day, 13:44:47, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2004, top5_acc: 0.4221, loss_cls: 3.8509, loss: 3.8509, grad_norm: 0.9925 2020-07-28 10:42:05,160 - mmaction - INFO - Epoch [33][820/940] lr: 3.696e-01, eta: 1 day, 13:44:29, time: 1.000, data_time: 0.002, memory: 5015, top1_acc: 0.2045, top5_acc: 0.4324, loss_cls: 3.8273, loss: 3.8273, grad_norm: 1.0157 2020-07-28 10:42:24,960 - mmaction - INFO - Epoch [33][840/940] lr: 3.696e-01, eta: 1 day, 13:44:10, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.2035, top5_acc: 0.4201, loss_cls: 3.8737, loss: 3.8737, grad_norm: 1.0317 2020-07-28 10:42:43,681 - mmaction - INFO - Epoch [33][860/940] lr: 3.696e-01, eta: 1 day, 13:43:46, time: 0.934, data_time: 0.006, memory: 5015, top1_acc: 0.1910, top5_acc: 0.4246, loss_cls: 3.8601, loss: 3.8601, grad_norm: 1.0059 2020-07-28 10:43:03,162 - mmaction - INFO - Epoch [33][880/940] lr: 3.696e-01, eta: 1 day, 13:43:25, time: 0.976, data_time: 0.006, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4441, loss_cls: 3.8045, loss: 3.8045, grad_norm: 1.0229 2020-07-28 10:43:22,955 - mmaction - INFO - Epoch [33][900/940] lr: 3.696e-01, eta: 1 day, 13:43:06, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2086, top5_acc: 0.4268, loss_cls: 3.8346, loss: 3.8346, grad_norm: 0.9960 2020-07-28 10:43:42,086 - mmaction - INFO - Epoch [33][920/940] lr: 3.696e-01, eta: 1 day, 13:42:44, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.1963, top5_acc: 0.4121, loss_cls: 3.8891, loss: 3.8891, grad_norm: 1.0618 2020-07-28 10:44:00,355 - mmaction - INFO - Epoch [33][940/940] lr: 3.696e-01, eta: 1 day, 13:42:18, time: 0.910, data_time: 0.005, memory: 5015, top1_acc: 0.1987, top5_acc: 0.4324, loss_cls: 3.8147, loss: 3.8147, grad_norm: 1.0151 2020-07-28 10:44:00,589 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-07-28 10:44:26,802 - mmaction - INFO - Epoch [34][20/940] lr: 3.677e-01, eta: 1 day, 13:42:13, time: 1.148, data_time: 0.264, memory: 5015, top1_acc: 0.2057, top5_acc: 0.4313, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.0039 2020-07-28 10:44:45,699 - mmaction - INFO - Epoch [34][40/940] lr: 3.677e-01, eta: 1 day, 13:41:50, time: 0.943, data_time: 0.004, memory: 5015, top1_acc: 0.2098, top5_acc: 0.4506, loss_cls: 3.7474, loss: 3.7474, grad_norm: 1.0412 2020-07-28 10:45:04,269 - mmaction - INFO - Epoch [34][60/940] lr: 3.677e-01, eta: 1 day, 13:41:26, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4402, loss_cls: 3.8031, loss: 3.8031, grad_norm: 1.0235 2020-07-28 10:45:23,104 - mmaction - INFO - Epoch [34][80/940] lr: 3.677e-01, eta: 1 day, 13:41:03, time: 0.941, data_time: 0.013, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4262, loss_cls: 3.8640, loss: 3.8640, grad_norm: 1.0068 2020-07-28 10:45:43,292 - mmaction - INFO - Epoch [34][100/940] lr: 3.677e-01, eta: 1 day, 13:40:46, time: 1.009, data_time: 0.006, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4377, loss_cls: 3.8221, loss: 3.8221, grad_norm: 1.0378 2020-07-28 10:46:03,968 - mmaction - INFO - Epoch [34][120/940] lr: 3.677e-01, eta: 1 day, 13:40:30, time: 1.034, data_time: 0.002, memory: 5015, top1_acc: 0.1973, top5_acc: 0.4293, loss_cls: 3.8391, loss: 3.8391, grad_norm: 1.0105 2020-07-28 10:46:23,521 - mmaction - INFO - Epoch [34][140/940] lr: 3.677e-01, eta: 1 day, 13:40:10, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4145, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.0293 2020-07-28 10:46:42,148 - mmaction - INFO - Epoch [34][160/940] lr: 3.677e-01, eta: 1 day, 13:39:46, time: 0.931, data_time: 0.002, memory: 5015, top1_acc: 0.2045, top5_acc: 0.4332, loss_cls: 3.8301, loss: 3.8301, grad_norm: 1.0091 2020-07-28 10:47:02,243 - mmaction - INFO - Epoch [34][180/940] lr: 3.677e-01, eta: 1 day, 13:39:28, time: 1.003, data_time: 0.004, memory: 5015, top1_acc: 0.1967, top5_acc: 0.4322, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.0073 2020-07-28 10:47:21,325 - mmaction - INFO - Epoch [34][200/940] lr: 3.677e-01, eta: 1 day, 13:39:06, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1932, top5_acc: 0.4262, loss_cls: 3.8453, loss: 3.8453, grad_norm: 1.0298 2020-07-28 10:47:40,987 - mmaction - INFO - Epoch [34][220/940] lr: 3.677e-01, eta: 1 day, 13:38:47, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.2025, top5_acc: 0.4428, loss_cls: 3.7701, loss: 3.7701, grad_norm: 1.0264 2020-07-28 10:48:01,287 - mmaction - INFO - Epoch [34][240/940] lr: 3.677e-01, eta: 1 day, 13:38:30, time: 1.013, data_time: 0.004, memory: 5015, top1_acc: 0.2055, top5_acc: 0.4367, loss_cls: 3.8124, loss: 3.8124, grad_norm: 1.0209 2020-07-28 10:48:21,902 - mmaction - INFO - Epoch [34][260/940] lr: 3.677e-01, eta: 1 day, 13:38:15, time: 1.032, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4303, loss_cls: 3.7586, loss: 3.7586, grad_norm: 1.0086 2020-07-28 10:48:41,338 - mmaction - INFO - Epoch [34][280/940] lr: 3.677e-01, eta: 1 day, 13:37:54, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4396, loss_cls: 3.8173, loss: 3.8173, grad_norm: 1.0297 2020-07-28 10:49:00,243 - mmaction - INFO - Epoch [34][300/940] lr: 3.677e-01, eta: 1 day, 13:37:31, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.1975, top5_acc: 0.4273, loss_cls: 3.8857, loss: 3.8857, grad_norm: 1.0338 2020-07-28 10:49:19,098 - mmaction - INFO - Epoch [34][320/940] lr: 3.677e-01, eta: 1 day, 13:37:08, time: 0.943, data_time: 0.004, memory: 5015, top1_acc: 0.1990, top5_acc: 0.4225, loss_cls: 3.8627, loss: 3.8627, grad_norm: 1.0271 2020-07-28 10:49:38,844 - mmaction - INFO - Epoch [34][340/940] lr: 3.677e-01, eta: 1 day, 13:36:49, time: 0.987, data_time: 0.014, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4285, loss_cls: 3.8251, loss: 3.8251, grad_norm: 1.0280 2020-07-28 10:49:58,448 - mmaction - INFO - Epoch [34][360/940] lr: 3.677e-01, eta: 1 day, 13:36:29, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1965, top5_acc: 0.4244, loss_cls: 3.8448, loss: 3.8448, grad_norm: 1.0072 2020-07-28 10:50:18,756 - mmaction - INFO - Epoch [34][380/940] lr: 3.677e-01, eta: 1 day, 13:36:12, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4238, loss_cls: 3.8427, loss: 3.8427, grad_norm: 1.0144 2020-07-28 10:50:38,944 - mmaction - INFO - Epoch [34][400/940] lr: 3.677e-01, eta: 1 day, 13:35:55, time: 1.010, data_time: 0.007, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4443, loss_cls: 3.7705, loss: 3.7705, grad_norm: 1.0196 2020-07-28 10:50:59,550 - mmaction - INFO - Epoch [34][420/940] lr: 3.677e-01, eta: 1 day, 13:35:39, time: 1.032, data_time: 0.005, memory: 5015, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.8557, loss: 3.8557, grad_norm: 1.0210 2020-07-28 10:51:18,637 - mmaction - INFO - Epoch [34][440/940] lr: 3.677e-01, eta: 1 day, 13:35:17, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.1973, top5_acc: 0.4320, loss_cls: 3.8594, loss: 3.8594, grad_norm: 1.0160 2020-07-28 10:51:37,642 - mmaction - INFO - Epoch [34][460/940] lr: 3.677e-01, eta: 1 day, 13:34:55, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4324, loss_cls: 3.8227, loss: 3.8227, grad_norm: 1.0066 2020-07-28 10:51:58,074 - mmaction - INFO - Epoch [34][480/940] lr: 3.677e-01, eta: 1 day, 13:34:39, time: 1.020, data_time: 0.006, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4354, loss_cls: 3.8189, loss: 3.8189, grad_norm: 1.0115 2020-07-28 10:52:17,400 - mmaction - INFO - Epoch [34][500/940] lr: 3.677e-01, eta: 1 day, 13:34:18, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1979, top5_acc: 0.4240, loss_cls: 3.8760, loss: 3.8760, grad_norm: 1.0439 2020-07-28 10:52:36,678 - mmaction - INFO - Epoch [34][520/940] lr: 3.677e-01, eta: 1 day, 13:33:56, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.1982, top5_acc: 0.4305, loss_cls: 3.8217, loss: 3.8217, grad_norm: 1.0079 2020-07-28 10:52:57,528 - mmaction - INFO - Epoch [34][540/940] lr: 3.677e-01, eta: 1 day, 13:33:42, time: 1.043, data_time: 0.002, memory: 5015, top1_acc: 0.2037, top5_acc: 0.4299, loss_cls: 3.8441, loss: 3.8441, grad_norm: 1.0408 2020-07-28 10:53:16,604 - mmaction - INFO - Epoch [34][560/940] lr: 3.677e-01, eta: 1 day, 13:33:20, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4271, loss_cls: 3.8560, loss: 3.8560, grad_norm: 1.0334 2020-07-28 10:53:36,109 - mmaction - INFO - Epoch [34][580/940] lr: 3.677e-01, eta: 1 day, 13:32:59, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2006, top5_acc: 0.4174, loss_cls: 3.8699, loss: 3.8699, grad_norm: 1.0313 2020-07-28 10:53:56,336 - mmaction - INFO - Epoch [34][600/940] lr: 3.677e-01, eta: 1 day, 13:32:42, time: 1.012, data_time: 0.002, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4244, loss_cls: 3.8588, loss: 3.8588, grad_norm: 1.0003 2020-07-28 10:54:15,154 - mmaction - INFO - Epoch [34][620/940] lr: 3.677e-01, eta: 1 day, 13:32:19, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4365, loss_cls: 3.8100, loss: 3.8100, grad_norm: 1.0142 2020-07-28 10:54:36,141 - mmaction - INFO - Epoch [34][640/940] lr: 3.677e-01, eta: 1 day, 13:32:05, time: 1.049, data_time: 0.002, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4375, loss_cls: 3.8168, loss: 3.8168, grad_norm: 1.0350 2020-07-28 10:54:55,280 - mmaction - INFO - Epoch [34][660/940] lr: 3.677e-01, eta: 1 day, 13:31:43, time: 0.955, data_time: 0.004, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4234, loss_cls: 3.8882, loss: 3.8882, grad_norm: 1.0220 2020-07-28 10:55:14,822 - mmaction - INFO - Epoch [34][680/940] lr: 3.677e-01, eta: 1 day, 13:31:23, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.1988, top5_acc: 0.4174, loss_cls: 3.8754, loss: 3.8754, grad_norm: 1.0207 2020-07-28 10:55:34,100 - mmaction - INFO - Epoch [34][700/940] lr: 3.677e-01, eta: 1 day, 13:31:02, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4348, loss_cls: 3.8304, loss: 3.8304, grad_norm: 1.0353 2020-07-28 10:55:53,021 - mmaction - INFO - Epoch [34][720/940] lr: 3.677e-01, eta: 1 day, 13:30:39, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2047, top5_acc: 0.4305, loss_cls: 3.8261, loss: 3.8261, grad_norm: 1.0315 2020-07-28 10:56:13,518 - mmaction - INFO - Epoch [34][740/940] lr: 3.677e-01, eta: 1 day, 13:30:23, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4221, loss_cls: 3.8624, loss: 3.8624, grad_norm: 1.0309 2020-07-28 10:56:33,489 - mmaction - INFO - Epoch [34][760/940] lr: 3.677e-01, eta: 1 day, 13:30:05, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4350, loss_cls: 3.8111, loss: 3.8111, grad_norm: 1.0200 2020-07-28 10:56:53,915 - mmaction - INFO - Epoch [34][780/940] lr: 3.677e-01, eta: 1 day, 13:29:49, time: 1.021, data_time: 0.006, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4328, loss_cls: 3.8531, loss: 3.8531, grad_norm: 1.0275 2020-07-28 10:57:13,505 - mmaction - INFO - Epoch [34][800/940] lr: 3.677e-01, eta: 1 day, 13:29:29, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4135, loss_cls: 3.8669, loss: 3.8669, grad_norm: 1.0233 2020-07-28 10:57:32,637 - mmaction - INFO - Epoch [34][820/940] lr: 3.677e-01, eta: 1 day, 13:29:07, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2041, top5_acc: 0.4352, loss_cls: 3.8102, loss: 3.8102, grad_norm: 1.0193 2020-07-28 10:57:51,949 - mmaction - INFO - Epoch [34][840/940] lr: 3.677e-01, eta: 1 day, 13:28:46, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4266, loss_cls: 3.8269, loss: 3.8269, grad_norm: 1.0260 2020-07-28 10:58:11,855 - mmaction - INFO - Epoch [34][860/940] lr: 3.677e-01, eta: 1 day, 13:28:27, time: 0.995, data_time: 0.006, memory: 5015, top1_acc: 0.2041, top5_acc: 0.4352, loss_cls: 3.8214, loss: 3.8214, grad_norm: 1.0385 2020-07-28 10:58:31,927 - mmaction - INFO - Epoch [34][880/940] lr: 3.677e-01, eta: 1 day, 13:28:10, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2047, top5_acc: 0.4314, loss_cls: 3.8280, loss: 3.8280, grad_norm: 1.0308 2020-07-28 10:58:51,856 - mmaction - INFO - Epoch [34][900/940] lr: 3.677e-01, eta: 1 day, 13:27:51, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.1934, top5_acc: 0.4244, loss_cls: 3.8566, loss: 3.8566, grad_norm: 1.0096 2020-07-28 10:59:11,834 - mmaction - INFO - Epoch [34][920/940] lr: 3.677e-01, eta: 1 day, 13:27:33, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4324, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0411 2020-07-28 10:59:30,944 - mmaction - INFO - Epoch [34][940/940] lr: 3.677e-01, eta: 1 day, 13:27:11, time: 0.954, data_time: 0.006, memory: 5015, top1_acc: 0.1997, top5_acc: 0.4213, loss_cls: 3.8596, loss: 3.8596, grad_norm: 1.0191 2020-07-28 10:59:31,220 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-07-28 10:59:57,238 - mmaction - INFO - Epoch [35][20/940] lr: 3.658e-01, eta: 1 day, 13:27:10, time: 1.206, data_time: 0.310, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4305, loss_cls: 3.8306, loss: 3.8306, grad_norm: 1.0263 2020-07-28 11:00:19,918 - mmaction - INFO - Epoch [35][40/940] lr: 3.658e-01, eta: 1 day, 13:27:03, time: 1.129, data_time: 0.005, memory: 5015, top1_acc: 0.2029, top5_acc: 0.4322, loss_cls: 3.8434, loss: 3.8434, grad_norm: 1.0419 2020-07-28 11:00:38,700 - mmaction - INFO - Epoch [35][60/940] lr: 3.658e-01, eta: 1 day, 13:26:40, time: 0.944, data_time: 0.014, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4363, loss_cls: 3.8127, loss: 3.8127, grad_norm: 1.0215 2020-07-28 11:00:58,076 - mmaction - INFO - Epoch [35][80/940] lr: 3.658e-01, eta: 1 day, 13:26:19, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4217, loss_cls: 3.8729, loss: 3.8729, grad_norm: 1.0159 2020-07-28 11:01:18,077 - mmaction - INFO - Epoch [35][100/940] lr: 3.658e-01, eta: 1 day, 13:26:01, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4313, loss_cls: 3.8235, loss: 3.8235, grad_norm: 1.0330 2020-07-28 11:01:37,165 - mmaction - INFO - Epoch [35][120/940] lr: 3.658e-01, eta: 1 day, 13:25:39, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.1896, top5_acc: 0.4275, loss_cls: 3.8739, loss: 3.8739, grad_norm: 0.9902 2020-07-28 11:01:57,815 - mmaction - INFO - Epoch [35][140/940] lr: 3.658e-01, eta: 1 day, 13:25:24, time: 1.032, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4322, loss_cls: 3.8013, loss: 3.8013, grad_norm: 1.0406 2020-07-28 11:02:19,142 - mmaction - INFO - Epoch [35][160/940] lr: 3.658e-01, eta: 1 day, 13:25:11, time: 1.066, data_time: 0.002, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4350, loss_cls: 3.8377, loss: 3.8377, grad_norm: 1.0286 2020-07-28 11:02:39,216 - mmaction - INFO - Epoch [35][180/940] lr: 3.658e-01, eta: 1 day, 13:24:53, time: 1.004, data_time: 0.007, memory: 5015, top1_acc: 0.1969, top5_acc: 0.4350, loss_cls: 3.8396, loss: 3.8396, grad_norm: 1.0286 2020-07-28 11:02:58,395 - mmaction - INFO - Epoch [35][200/940] lr: 3.658e-01, eta: 1 day, 13:24:32, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2043, top5_acc: 0.4299, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.0268 2020-07-28 11:03:18,080 - mmaction - INFO - Epoch [35][220/940] lr: 3.658e-01, eta: 1 day, 13:24:12, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4395, loss_cls: 3.7727, loss: 3.7727, grad_norm: 1.0240 2020-07-28 11:03:37,268 - mmaction - INFO - Epoch [35][240/940] lr: 3.658e-01, eta: 1 day, 13:23:50, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2023, top5_acc: 0.4338, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.0464 2020-07-28 11:03:56,485 - mmaction - INFO - Epoch [35][260/940] lr: 3.658e-01, eta: 1 day, 13:23:29, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.1979, top5_acc: 0.4244, loss_cls: 3.8533, loss: 3.8533, grad_norm: 1.0332 2020-07-28 11:04:15,897 - mmaction - INFO - Epoch [35][280/940] lr: 3.658e-01, eta: 1 day, 13:23:08, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4285, loss_cls: 3.8383, loss: 3.8383, grad_norm: 1.0178 2020-07-28 11:04:35,397 - mmaction - INFO - Epoch [35][300/940] lr: 3.658e-01, eta: 1 day, 13:22:48, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4273, loss_cls: 3.8060, loss: 3.8060, grad_norm: 1.0452 2020-07-28 11:04:55,667 - mmaction - INFO - Epoch [35][320/940] lr: 3.658e-01, eta: 1 day, 13:22:31, time: 1.012, data_time: 0.006, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4313, loss_cls: 3.8093, loss: 3.8093, grad_norm: 1.0240 2020-07-28 11:05:15,122 - mmaction - INFO - Epoch [35][340/940] lr: 3.658e-01, eta: 1 day, 13:22:10, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4330, loss_cls: 3.8322, loss: 3.8322, grad_norm: 1.0138 2020-07-28 11:05:34,591 - mmaction - INFO - Epoch [35][360/940] lr: 3.658e-01, eta: 1 day, 13:21:50, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.2070, top5_acc: 0.4365, loss_cls: 3.7832, loss: 3.7832, grad_norm: 1.0568 2020-07-28 11:05:53,918 - mmaction - INFO - Epoch [35][380/940] lr: 3.658e-01, eta: 1 day, 13:21:29, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4227, loss_cls: 3.8719, loss: 3.8719, grad_norm: 1.0279 2020-07-28 11:06:13,615 - mmaction - INFO - Epoch [35][400/940] lr: 3.658e-01, eta: 1 day, 13:21:09, time: 0.985, data_time: 0.002, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4301, loss_cls: 3.8211, loss: 3.8211, grad_norm: 1.0180 2020-07-28 11:06:34,455 - mmaction - INFO - Epoch [35][420/940] lr: 3.658e-01, eta: 1 day, 13:20:55, time: 1.040, data_time: 0.005, memory: 5015, top1_acc: 0.2033, top5_acc: 0.4262, loss_cls: 3.8440, loss: 3.8440, grad_norm: 1.0027 2020-07-28 11:06:53,397 - mmaction - INFO - Epoch [35][440/940] lr: 3.658e-01, eta: 1 day, 13:20:32, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4320, loss_cls: 3.8660, loss: 3.8660, grad_norm: 1.0415 2020-07-28 11:07:13,059 - mmaction - INFO - Epoch [35][460/940] lr: 3.658e-01, eta: 1 day, 13:20:12, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4469, loss_cls: 3.7687, loss: 3.7687, grad_norm: 1.0302 2020-07-28 11:07:32,535 - mmaction - INFO - Epoch [35][480/940] lr: 3.658e-01, eta: 1 day, 13:19:52, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.1984, top5_acc: 0.4256, loss_cls: 3.8650, loss: 3.8650, grad_norm: 1.0115 2020-07-28 11:07:51,667 - mmaction - INFO - Epoch [35][500/940] lr: 3.658e-01, eta: 1 day, 13:19:30, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4270, loss_cls: 3.8393, loss: 3.8393, grad_norm: 1.0276 2020-07-28 11:08:10,728 - mmaction - INFO - Epoch [35][520/940] lr: 3.658e-01, eta: 1 day, 13:19:08, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2088, top5_acc: 0.4367, loss_cls: 3.7998, loss: 3.7998, grad_norm: 1.0088 2020-07-28 11:08:30,310 - mmaction - INFO - Epoch [35][540/940] lr: 3.658e-01, eta: 1 day, 13:18:48, time: 0.977, data_time: 0.004, memory: 5015, top1_acc: 0.2041, top5_acc: 0.4361, loss_cls: 3.8141, loss: 3.8141, grad_norm: 1.0368 2020-07-28 11:08:50,291 - mmaction - INFO - Epoch [35][560/940] lr: 3.658e-01, eta: 1 day, 13:18:30, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2049, top5_acc: 0.4313, loss_cls: 3.8406, loss: 3.8406, grad_norm: 1.0311 2020-07-28 11:09:09,874 - mmaction - INFO - Epoch [35][580/940] lr: 3.658e-01, eta: 1 day, 13:18:10, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2088, top5_acc: 0.4266, loss_cls: 3.8350, loss: 3.8350, grad_norm: 0.9975 2020-07-28 11:09:29,548 - mmaction - INFO - Epoch [35][600/940] lr: 3.658e-01, eta: 1 day, 13:17:50, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.1955, top5_acc: 0.4311, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.0242 2020-07-28 11:09:48,976 - mmaction - INFO - Epoch [35][620/940] lr: 3.658e-01, eta: 1 day, 13:17:30, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4355, loss_cls: 3.8019, loss: 3.8019, grad_norm: 1.0341 2020-07-28 11:10:09,125 - mmaction - INFO - Epoch [35][640/940] lr: 3.658e-01, eta: 1 day, 13:17:12, time: 1.008, data_time: 0.002, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4350, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.0521 2020-07-28 11:10:28,582 - mmaction - INFO - Epoch [35][660/940] lr: 3.658e-01, eta: 1 day, 13:16:52, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4371, loss_cls: 3.8126, loss: 3.8126, grad_norm: 1.0293 2020-07-28 11:10:47,735 - mmaction - INFO - Epoch [35][680/940] lr: 3.658e-01, eta: 1 day, 13:16:30, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2057, top5_acc: 0.4248, loss_cls: 3.8594, loss: 3.8594, grad_norm: 1.0348 2020-07-28 11:11:07,361 - mmaction - INFO - Epoch [35][700/940] lr: 3.658e-01, eta: 1 day, 13:16:10, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4297, loss_cls: 3.8391, loss: 3.8391, grad_norm: 1.0141 2020-07-28 11:11:26,800 - mmaction - INFO - Epoch [35][720/940] lr: 3.658e-01, eta: 1 day, 13:15:50, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.1941, top5_acc: 0.4293, loss_cls: 3.8542, loss: 3.8542, grad_norm: 1.0527 2020-07-28 11:11:47,211 - mmaction - INFO - Epoch [35][740/940] lr: 3.658e-01, eta: 1 day, 13:15:33, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.1914, top5_acc: 0.4293, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.0339 2020-07-28 11:12:06,950 - mmaction - INFO - Epoch [35][760/940] lr: 3.658e-01, eta: 1 day, 13:15:14, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.1975, top5_acc: 0.4320, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.0231 2020-07-28 11:12:26,222 - mmaction - INFO - Epoch [35][780/940] lr: 3.658e-01, eta: 1 day, 13:14:53, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4289, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.0134 2020-07-28 11:12:45,858 - mmaction - INFO - Epoch [35][800/940] lr: 3.658e-01, eta: 1 day, 13:14:33, time: 0.980, data_time: 0.006, memory: 5015, top1_acc: 0.2041, top5_acc: 0.4402, loss_cls: 3.8069, loss: 3.8069, grad_norm: 1.0225 2020-07-28 11:13:05,581 - mmaction - INFO - Epoch [35][820/940] lr: 3.658e-01, eta: 1 day, 13:14:14, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2131, top5_acc: 0.4338, loss_cls: 3.7974, loss: 3.7974, grad_norm: 1.0226 2020-07-28 11:13:25,908 - mmaction - INFO - Epoch [35][840/940] lr: 3.658e-01, eta: 1 day, 13:13:57, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2088, top5_acc: 0.4322, loss_cls: 3.8432, loss: 3.8432, grad_norm: 1.0220 2020-07-28 11:13:45,494 - mmaction - INFO - Epoch [35][860/940] lr: 3.658e-01, eta: 1 day, 13:13:37, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4158, loss_cls: 3.8367, loss: 3.8367, grad_norm: 1.0308 2020-07-28 11:14:04,297 - mmaction - INFO - Epoch [35][880/940] lr: 3.658e-01, eta: 1 day, 13:13:13, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4314, loss_cls: 3.8216, loss: 3.8216, grad_norm: 1.0237 2020-07-28 11:14:24,297 - mmaction - INFO - Epoch [35][900/940] lr: 3.658e-01, eta: 1 day, 13:12:55, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4400, loss_cls: 3.7851, loss: 3.7851, grad_norm: 1.0362 2020-07-28 11:14:42,930 - mmaction - INFO - Epoch [35][920/940] lr: 3.658e-01, eta: 1 day, 13:12:31, time: 0.931, data_time: 0.006, memory: 5015, top1_acc: 0.1979, top5_acc: 0.4348, loss_cls: 3.8052, loss: 3.8052, grad_norm: 1.0251 2020-07-28 11:15:01,728 - mmaction - INFO - Epoch [35][940/940] lr: 3.658e-01, eta: 1 day, 13:12:08, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.1981, top5_acc: 0.4217, loss_cls: 3.8469, loss: 3.8469, grad_norm: 1.0388 2020-07-28 11:15:02,071 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-28 11:15:30,917 - mmaction - INFO - Epoch [36][20/940] lr: 3.638e-01, eta: 1 day, 13:12:21, time: 1.374, data_time: 0.438, memory: 5015, top1_acc: 0.2102, top5_acc: 0.4340, loss_cls: 3.8103, loss: 3.8103, grad_norm: 1.0403 2020-07-28 11:15:50,203 - mmaction - INFO - Epoch [36][40/940] lr: 3.638e-01, eta: 1 day, 13:12:00, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4354, loss_cls: 3.7905, loss: 3.7905, grad_norm: 1.0214 2020-07-28 11:16:09,392 - mmaction - INFO - Epoch [36][60/940] lr: 3.638e-01, eta: 1 day, 13:11:38, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2033, top5_acc: 0.4365, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.0266 2020-07-28 11:16:28,569 - mmaction - INFO - Epoch [36][80/940] lr: 3.638e-01, eta: 1 day, 13:11:17, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2033, top5_acc: 0.4293, loss_cls: 3.8268, loss: 3.8268, grad_norm: 1.0327 2020-07-28 11:16:47,726 - mmaction - INFO - Epoch [36][100/940] lr: 3.638e-01, eta: 1 day, 13:10:55, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2107, top5_acc: 0.4400, loss_cls: 3.7751, loss: 3.7751, grad_norm: 1.0495 2020-07-28 11:17:06,792 - mmaction - INFO - Epoch [36][120/940] lr: 3.638e-01, eta: 1 day, 13:10:33, time: 0.954, data_time: 0.002, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4301, loss_cls: 3.8287, loss: 3.8287, grad_norm: 1.0251 2020-07-28 11:17:26,422 - mmaction - INFO - Epoch [36][140/940] lr: 3.638e-01, eta: 1 day, 13:10:13, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4303, loss_cls: 3.8115, loss: 3.8115, grad_norm: 1.0223 2020-07-28 11:17:45,638 - mmaction - INFO - Epoch [36][160/940] lr: 3.638e-01, eta: 1 day, 13:09:52, time: 0.959, data_time: 0.006, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4303, loss_cls: 3.8489, loss: 3.8489, grad_norm: 1.0359 2020-07-28 11:18:05,677 - mmaction - INFO - Epoch [36][180/940] lr: 3.638e-01, eta: 1 day, 13:09:34, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2037, top5_acc: 0.4303, loss_cls: 3.8272, loss: 3.8272, grad_norm: 1.0349 2020-07-28 11:18:26,496 - mmaction - INFO - Epoch [36][200/940] lr: 3.638e-01, eta: 1 day, 13:09:19, time: 1.041, data_time: 0.002, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4391, loss_cls: 3.8061, loss: 3.8061, grad_norm: 1.0344 2020-07-28 11:18:45,590 - mmaction - INFO - Epoch [36][220/940] lr: 3.638e-01, eta: 1 day, 13:08:57, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.2076, top5_acc: 0.4398, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.0172 2020-07-28 11:19:05,496 - mmaction - INFO - Epoch [36][240/940] lr: 3.638e-01, eta: 1 day, 13:08:38, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4348, loss_cls: 3.8025, loss: 3.8025, grad_norm: 1.0310 2020-07-28 11:19:24,050 - mmaction - INFO - Epoch [36][260/940] lr: 3.638e-01, eta: 1 day, 13:08:14, time: 0.927, data_time: 0.002, memory: 5015, top1_acc: 0.2164, top5_acc: 0.4451, loss_cls: 3.7891, loss: 3.7891, grad_norm: 1.0216 2020-07-28 11:19:43,996 - mmaction - INFO - Epoch [36][280/940] lr: 3.638e-01, eta: 1 day, 13:07:55, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2053, top5_acc: 0.4414, loss_cls: 3.7871, loss: 3.7871, grad_norm: 1.0662 2020-07-28 11:20:03,724 - mmaction - INFO - Epoch [36][300/940] lr: 3.638e-01, eta: 1 day, 13:07:36, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2037, top5_acc: 0.4369, loss_cls: 3.8094, loss: 3.8094, grad_norm: 1.0422 2020-07-28 11:20:22,104 - mmaction - INFO - Epoch [36][320/940] lr: 3.638e-01, eta: 1 day, 13:07:11, time: 0.919, data_time: 0.002, memory: 5015, top1_acc: 0.1957, top5_acc: 0.4281, loss_cls: 3.8275, loss: 3.8275, grad_norm: 1.0398 2020-07-28 11:20:41,491 - mmaction - INFO - Epoch [36][340/940] lr: 3.638e-01, eta: 1 day, 13:06:50, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.1969, top5_acc: 0.4244, loss_cls: 3.8519, loss: 3.8519, grad_norm: 1.0058 2020-07-28 11:21:02,215 - mmaction - INFO - Epoch [36][360/940] lr: 3.638e-01, eta: 1 day, 13:06:35, time: 1.036, data_time: 0.005, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4324, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.0187 2020-07-28 11:21:21,654 - mmaction - INFO - Epoch [36][380/940] lr: 3.638e-01, eta: 1 day, 13:06:15, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2055, top5_acc: 0.4307, loss_cls: 3.8276, loss: 3.8276, grad_norm: 1.0286 2020-07-28 11:21:42,171 - mmaction - INFO - Epoch [36][400/940] lr: 3.638e-01, eta: 1 day, 13:05:58, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.2031, top5_acc: 0.4303, loss_cls: 3.8056, loss: 3.8056, grad_norm: 1.0167 2020-07-28 11:22:01,025 - mmaction - INFO - Epoch [36][420/940] lr: 3.638e-01, eta: 1 day, 13:05:36, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.2049, top5_acc: 0.4338, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.0509 2020-07-28 11:22:20,300 - mmaction - INFO - Epoch [36][440/940] lr: 3.638e-01, eta: 1 day, 13:05:14, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.2037, top5_acc: 0.4383, loss_cls: 3.7967, loss: 3.7967, grad_norm: 1.0319 2020-07-28 11:22:38,730 - mmaction - INFO - Epoch [36][460/940] lr: 3.638e-01, eta: 1 day, 13:04:50, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4408, loss_cls: 3.7710, loss: 3.7710, grad_norm: 1.0210 2020-07-28 11:22:58,989 - mmaction - INFO - Epoch [36][480/940] lr: 3.638e-01, eta: 1 day, 13:04:33, time: 1.015, data_time: 0.006, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4365, loss_cls: 3.8095, loss: 3.8095, grad_norm: 1.0513 2020-07-28 11:23:17,933 - mmaction - INFO - Epoch [36][500/940] lr: 3.638e-01, eta: 1 day, 13:04:10, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1969, top5_acc: 0.4400, loss_cls: 3.8121, loss: 3.8121, grad_norm: 1.0581 2020-07-28 11:23:38,789 - mmaction - INFO - Epoch [36][520/940] lr: 3.638e-01, eta: 1 day, 13:03:55, time: 1.044, data_time: 0.005, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4348, loss_cls: 3.8125, loss: 3.8125, grad_norm: 1.0244 2020-07-28 11:23:58,680 - mmaction - INFO - Epoch [36][540/940] lr: 3.638e-01, eta: 1 day, 13:03:37, time: 0.995, data_time: 0.002, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4219, loss_cls: 3.8234, loss: 3.8234, grad_norm: 1.0658 2020-07-28 11:24:17,794 - mmaction - INFO - Epoch [36][560/940] lr: 3.638e-01, eta: 1 day, 13:03:15, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4379, loss_cls: 3.8128, loss: 3.8128, grad_norm: 1.0388 2020-07-28 11:24:36,857 - mmaction - INFO - Epoch [36][580/940] lr: 3.638e-01, eta: 1 day, 13:02:53, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2045, top5_acc: 0.4412, loss_cls: 3.8070, loss: 3.8070, grad_norm: 1.0476 2020-07-28 11:24:57,258 - mmaction - INFO - Epoch [36][600/940] lr: 3.638e-01, eta: 1 day, 13:02:36, time: 1.018, data_time: 0.005, memory: 5015, top1_acc: 0.2025, top5_acc: 0.4316, loss_cls: 3.8255, loss: 3.8255, grad_norm: 1.0220 2020-07-28 11:25:16,974 - mmaction - INFO - Epoch [36][620/940] lr: 3.638e-01, eta: 1 day, 13:02:17, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4322, loss_cls: 3.8123, loss: 3.8123, grad_norm: 1.0480 2020-07-28 11:25:37,697 - mmaction - INFO - Epoch [36][640/940] lr: 3.638e-01, eta: 1 day, 13:02:01, time: 1.036, data_time: 0.002, memory: 5015, top1_acc: 0.1924, top5_acc: 0.4191, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.0520 2020-07-28 11:25:56,347 - mmaction - INFO - Epoch [36][660/940] lr: 3.638e-01, eta: 1 day, 13:01:37, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.2029, top5_acc: 0.4387, loss_cls: 3.8197, loss: 3.8197, grad_norm: 1.0403 2020-07-28 11:26:16,581 - mmaction - INFO - Epoch [36][680/940] lr: 3.638e-01, eta: 1 day, 13:01:20, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2002, top5_acc: 0.4342, loss_cls: 3.8352, loss: 3.8352, grad_norm: 1.0332 2020-07-28 11:26:36,730 - mmaction - INFO - Epoch [36][700/940] lr: 3.638e-01, eta: 1 day, 13:01:02, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4287, loss_cls: 3.8398, loss: 3.8398, grad_norm: 1.0367 2020-07-28 11:26:56,333 - mmaction - INFO - Epoch [36][720/940] lr: 3.638e-01, eta: 1 day, 13:00:43, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2061, top5_acc: 0.4428, loss_cls: 3.8134, loss: 3.8134, grad_norm: 1.0485 2020-07-28 11:27:16,780 - mmaction - INFO - Epoch [36][740/940] lr: 3.638e-01, eta: 1 day, 13:00:26, time: 1.022, data_time: 0.002, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4207, loss_cls: 3.8891, loss: 3.8891, grad_norm: 1.0127 2020-07-28 11:27:36,797 - mmaction - INFO - Epoch [36][760/940] lr: 3.638e-01, eta: 1 day, 13:00:08, time: 0.999, data_time: 0.004, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4254, loss_cls: 3.8374, loss: 3.8374, grad_norm: 1.0385 2020-07-28 11:27:56,489 - mmaction - INFO - Epoch [36][780/940] lr: 3.638e-01, eta: 1 day, 12:59:49, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4314, loss_cls: 3.8587, loss: 3.8587, grad_norm: 1.0173 2020-07-28 11:28:15,845 - mmaction - INFO - Epoch [36][800/940] lr: 3.638e-01, eta: 1 day, 12:59:28, time: 0.967, data_time: 0.006, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4230, loss_cls: 3.8935, loss: 3.8935, grad_norm: 1.0444 2020-07-28 11:28:36,678 - mmaction - INFO - Epoch [36][820/940] lr: 3.638e-01, eta: 1 day, 12:59:13, time: 1.043, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4322, loss_cls: 3.7957, loss: 3.7957, grad_norm: 1.0501 2020-07-28 11:28:56,199 - mmaction - INFO - Epoch [36][840/940] lr: 3.638e-01, eta: 1 day, 12:58:52, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2057, top5_acc: 0.4373, loss_cls: 3.8101, loss: 3.8101, grad_norm: 1.0317 2020-07-28 11:29:15,125 - mmaction - INFO - Epoch [36][860/940] lr: 3.638e-01, eta: 1 day, 12:58:30, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4330, loss_cls: 3.8202, loss: 3.8202, grad_norm: 1.0524 2020-07-28 11:29:34,193 - mmaction - INFO - Epoch [36][880/940] lr: 3.638e-01, eta: 1 day, 12:58:08, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.1936, top5_acc: 0.4254, loss_cls: 3.8565, loss: 3.8565, grad_norm: 1.0431 2020-07-28 11:29:53,457 - mmaction - INFO - Epoch [36][900/940] lr: 3.638e-01, eta: 1 day, 12:57:47, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2088, top5_acc: 0.4414, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.0483 2020-07-28 11:30:12,498 - mmaction - INFO - Epoch [36][920/940] lr: 3.638e-01, eta: 1 day, 12:57:24, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4395, loss_cls: 3.8046, loss: 3.8046, grad_norm: 1.0382 2020-07-28 11:30:31,335 - mmaction - INFO - Epoch [36][940/940] lr: 3.638e-01, eta: 1 day, 12:57:02, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2108, top5_acc: 0.4298, loss_cls: 3.8339, loss: 3.8339, grad_norm: 1.0580 2020-07-28 11:30:31,583 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-28 11:30:58,116 - mmaction - INFO - Epoch [37][20/940] lr: 3.618e-01, eta: 1 day, 12:56:58, time: 1.179, data_time: 0.253, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4355, loss_cls: 3.8273, loss: 3.8273, grad_norm: 1.0231 2020-07-28 11:31:16,933 - mmaction - INFO - Epoch [37][40/940] lr: 3.618e-01, eta: 1 day, 12:56:35, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4246, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.0505 2020-07-28 11:31:36,389 - mmaction - INFO - Epoch [37][60/940] lr: 3.618e-01, eta: 1 day, 12:56:14, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2076, top5_acc: 0.4412, loss_cls: 3.7763, loss: 3.7763, grad_norm: 1.0355 2020-07-28 11:31:56,289 - mmaction - INFO - Epoch [37][80/940] lr: 3.618e-01, eta: 1 day, 12:55:56, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2090, top5_acc: 0.4412, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0490 2020-07-28 11:32:16,011 - mmaction - INFO - Epoch [37][100/940] lr: 3.618e-01, eta: 1 day, 12:55:36, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4324, loss_cls: 3.8303, loss: 3.8303, grad_norm: 1.0391 2020-07-28 11:32:35,146 - mmaction - INFO - Epoch [37][120/940] lr: 3.618e-01, eta: 1 day, 12:55:15, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4373, loss_cls: 3.7947, loss: 3.7947, grad_norm: 1.0150 2020-07-28 11:32:55,080 - mmaction - INFO - Epoch [37][140/940] lr: 3.618e-01, eta: 1 day, 12:54:56, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4209, loss_cls: 3.8405, loss: 3.8405, grad_norm: 1.0296 2020-07-28 11:33:14,937 - mmaction - INFO - Epoch [37][160/940] lr: 3.618e-01, eta: 1 day, 12:54:37, time: 0.993, data_time: 0.004, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4387, loss_cls: 3.7938, loss: 3.7938, grad_norm: 1.0106 2020-07-28 11:33:35,178 - mmaction - INFO - Epoch [37][180/940] lr: 3.618e-01, eta: 1 day, 12:54:20, time: 1.012, data_time: 0.002, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4293, loss_cls: 3.8283, loss: 3.8283, grad_norm: 1.0503 2020-07-28 11:33:55,034 - mmaction - INFO - Epoch [37][200/940] lr: 3.618e-01, eta: 1 day, 12:54:01, time: 0.993, data_time: 0.002, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4314, loss_cls: 3.8286, loss: 3.8286, grad_norm: 1.0375 2020-07-28 11:34:13,820 - mmaction - INFO - Epoch [37][220/940] lr: 3.618e-01, eta: 1 day, 12:53:38, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2229, top5_acc: 0.4523, loss_cls: 3.7480, loss: 3.7480, grad_norm: 1.0255 2020-07-28 11:34:33,564 - mmaction - INFO - Epoch [37][240/940] lr: 3.618e-01, eta: 1 day, 12:53:19, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4414, loss_cls: 3.7842, loss: 3.7842, grad_norm: 1.0507 2020-07-28 11:34:53,043 - mmaction - INFO - Epoch [37][260/940] lr: 3.618e-01, eta: 1 day, 12:52:58, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4445, loss_cls: 3.7954, loss: 3.7954, grad_norm: 1.0512 2020-07-28 11:35:11,924 - mmaction - INFO - Epoch [37][280/940] lr: 3.618e-01, eta: 1 day, 12:52:35, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4404, loss_cls: 3.7916, loss: 3.7916, grad_norm: 1.0429 2020-07-28 11:35:31,446 - mmaction - INFO - Epoch [37][300/940] lr: 3.618e-01, eta: 1 day, 12:52:15, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2107, top5_acc: 0.4379, loss_cls: 3.7942, loss: 3.7942, grad_norm: 1.0408 2020-07-28 11:35:52,285 - mmaction - INFO - Epoch [37][320/940] lr: 3.618e-01, eta: 1 day, 12:52:00, time: 1.044, data_time: 0.005, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4242, loss_cls: 3.8246, loss: 3.8246, grad_norm: 1.0209 2020-07-28 11:36:11,748 - mmaction - INFO - Epoch [37][340/940] lr: 3.618e-01, eta: 1 day, 12:51:40, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4340, loss_cls: 3.8092, loss: 3.8092, grad_norm: 1.0262 2020-07-28 11:36:32,411 - mmaction - INFO - Epoch [37][360/940] lr: 3.618e-01, eta: 1 day, 12:51:24, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4332, loss_cls: 3.8269, loss: 3.8269, grad_norm: 1.0342 2020-07-28 11:36:52,125 - mmaction - INFO - Epoch [37][380/940] lr: 3.618e-01, eta: 1 day, 12:51:05, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4416, loss_cls: 3.7823, loss: 3.7823, grad_norm: 1.0469 2020-07-28 11:37:11,878 - mmaction - INFO - Epoch [37][400/940] lr: 3.618e-01, eta: 1 day, 12:50:45, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2096, top5_acc: 0.4367, loss_cls: 3.8070, loss: 3.8070, grad_norm: 1.0194 2020-07-28 11:37:31,105 - mmaction - INFO - Epoch [37][420/940] lr: 3.618e-01, eta: 1 day, 12:50:24, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4439, loss_cls: 3.7642, loss: 3.7642, grad_norm: 1.0376 2020-07-28 11:37:50,032 - mmaction - INFO - Epoch [37][440/940] lr: 3.618e-01, eta: 1 day, 12:50:02, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4400, loss_cls: 3.7812, loss: 3.7812, grad_norm: 1.0472 2020-07-28 11:38:10,700 - mmaction - INFO - Epoch [37][460/940] lr: 3.618e-01, eta: 1 day, 12:49:46, time: 1.032, data_time: 0.006, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4416, loss_cls: 3.8076, loss: 3.8076, grad_norm: 1.0324 2020-07-28 11:38:30,410 - mmaction - INFO - Epoch [37][480/940] lr: 3.618e-01, eta: 1 day, 12:49:27, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4344, loss_cls: 3.7979, loss: 3.7979, grad_norm: 1.0284 2020-07-28 11:38:50,583 - mmaction - INFO - Epoch [37][500/940] lr: 3.618e-01, eta: 1 day, 12:49:09, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.1975, top5_acc: 0.4203, loss_cls: 3.8665, loss: 3.8665, grad_norm: 1.0149 2020-07-28 11:39:10,809 - mmaction - INFO - Epoch [37][520/940] lr: 3.618e-01, eta: 1 day, 12:48:51, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4297, loss_cls: 3.8157, loss: 3.8157, grad_norm: 1.0133 2020-07-28 11:39:30,652 - mmaction - INFO - Epoch [37][540/940] lr: 3.618e-01, eta: 1 day, 12:48:32, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2049, top5_acc: 0.4322, loss_cls: 3.8322, loss: 3.8322, grad_norm: 1.0325 2020-07-28 11:39:49,459 - mmaction - INFO - Epoch [37][560/940] lr: 3.618e-01, eta: 1 day, 12:48:09, time: 0.941, data_time: 0.004, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4453, loss_cls: 3.7883, loss: 3.7883, grad_norm: 1.0443 2020-07-28 11:40:10,897 - mmaction - INFO - Epoch [37][580/940] lr: 3.618e-01, eta: 1 day, 12:47:57, time: 1.072, data_time: 0.005, memory: 5015, top1_acc: 0.2156, top5_acc: 0.4484, loss_cls: 3.7388, loss: 3.7388, grad_norm: 1.0463 2020-07-28 11:40:29,697 - mmaction - INFO - Epoch [37][600/940] lr: 3.618e-01, eta: 1 day, 12:47:34, time: 0.940, data_time: 0.002, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4334, loss_cls: 3.8117, loss: 3.8117, grad_norm: 1.0464 2020-07-28 11:40:48,992 - mmaction - INFO - Epoch [37][620/940] lr: 3.618e-01, eta: 1 day, 12:47:13, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4547, loss_cls: 3.7445, loss: 3.7445, grad_norm: 1.0478 2020-07-28 11:41:08,094 - mmaction - INFO - Epoch [37][640/940] lr: 3.618e-01, eta: 1 day, 12:46:51, time: 0.956, data_time: 0.002, memory: 5015, top1_acc: 0.2025, top5_acc: 0.4357, loss_cls: 3.8306, loss: 3.8306, grad_norm: 1.0570 2020-07-28 11:41:27,733 - mmaction - INFO - Epoch [37][660/940] lr: 3.618e-01, eta: 1 day, 12:46:31, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4320, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.0416 2020-07-28 11:41:48,406 - mmaction - INFO - Epoch [37][680/940] lr: 3.618e-01, eta: 1 day, 12:46:15, time: 1.032, data_time: 0.006, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4242, loss_cls: 3.8167, loss: 3.8167, grad_norm: 1.0198 2020-07-28 11:42:08,597 - mmaction - INFO - Epoch [37][700/940] lr: 3.618e-01, eta: 1 day, 12:45:58, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.2053, top5_acc: 0.4342, loss_cls: 3.8002, loss: 3.8002, grad_norm: 1.0366 2020-07-28 11:42:27,969 - mmaction - INFO - Epoch [37][720/940] lr: 3.618e-01, eta: 1 day, 12:45:37, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4258, loss_cls: 3.8421, loss: 3.8421, grad_norm: 1.0525 2020-07-28 11:42:47,365 - mmaction - INFO - Epoch [37][740/940] lr: 3.618e-01, eta: 1 day, 12:45:16, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4318, loss_cls: 3.8317, loss: 3.8317, grad_norm: 1.0538 2020-07-28 11:43:06,800 - mmaction - INFO - Epoch [37][760/940] lr: 3.618e-01, eta: 1 day, 12:44:56, time: 0.973, data_time: 0.006, memory: 5015, top1_acc: 0.1951, top5_acc: 0.4252, loss_cls: 3.8659, loss: 3.8659, grad_norm: 1.0362 2020-07-28 11:43:26,149 - mmaction - INFO - Epoch [37][780/940] lr: 3.618e-01, eta: 1 day, 12:44:35, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2086, top5_acc: 0.4359, loss_cls: 3.7933, loss: 3.7933, grad_norm: 1.0452 2020-07-28 11:43:46,626 - mmaction - INFO - Epoch [37][800/940] lr: 3.618e-01, eta: 1 day, 12:44:19, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.1990, top5_acc: 0.4311, loss_cls: 3.8564, loss: 3.8564, grad_norm: 1.0189 2020-07-28 11:44:05,237 - mmaction - INFO - Epoch [37][820/940] lr: 3.618e-01, eta: 1 day, 12:43:55, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.1992, top5_acc: 0.4195, loss_cls: 3.8623, loss: 3.8623, grad_norm: 1.0321 2020-07-28 11:44:24,678 - mmaction - INFO - Epoch [37][840/940] lr: 3.618e-01, eta: 1 day, 12:43:34, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4373, loss_cls: 3.8070, loss: 3.8070, grad_norm: 1.0331 2020-07-28 11:44:44,571 - mmaction - INFO - Epoch [37][860/940] lr: 3.618e-01, eta: 1 day, 12:43:15, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4396, loss_cls: 3.8074, loss: 3.8074, grad_norm: 1.0244 2020-07-28 11:45:04,234 - mmaction - INFO - Epoch [37][880/940] lr: 3.618e-01, eta: 1 day, 12:42:56, time: 0.985, data_time: 0.006, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4424, loss_cls: 3.7776, loss: 3.7776, grad_norm: 1.0707 2020-07-28 11:45:23,158 - mmaction - INFO - Epoch [37][900/940] lr: 3.618e-01, eta: 1 day, 12:42:33, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4361, loss_cls: 3.7863, loss: 3.7863, grad_norm: 1.0331 2020-07-28 11:45:42,689 - mmaction - INFO - Epoch [37][920/940] lr: 3.618e-01, eta: 1 day, 12:42:13, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.2016, top5_acc: 0.4256, loss_cls: 3.8633, loss: 3.8633, grad_norm: 1.0327 2020-07-28 11:46:01,132 - mmaction - INFO - Epoch [37][940/940] lr: 3.618e-01, eta: 1 day, 12:41:49, time: 0.924, data_time: 0.005, memory: 5015, top1_acc: 0.2104, top5_acc: 0.4353, loss_cls: 3.8000, loss: 3.8000, grad_norm: 1.0366 2020-07-28 11:46:01,376 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-07-28 11:46:27,588 - mmaction - INFO - Epoch [38][20/940] lr: 3.597e-01, eta: 1 day, 12:41:49, time: 1.241, data_time: 0.333, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4410, loss_cls: 3.7817, loss: 3.7817, grad_norm: 1.0550 2020-07-28 11:46:47,553 - mmaction - INFO - Epoch [38][40/940] lr: 3.597e-01, eta: 1 day, 12:41:31, time: 1.000, data_time: 0.006, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4412, loss_cls: 3.8001, loss: 3.8001, grad_norm: 1.0398 2020-07-28 11:47:06,646 - mmaction - INFO - Epoch [38][60/940] lr: 3.597e-01, eta: 1 day, 12:41:09, time: 0.955, data_time: 0.004, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4502, loss_cls: 3.7664, loss: 3.7664, grad_norm: 1.0408 2020-07-28 11:47:26,588 - mmaction - INFO - Epoch [38][80/940] lr: 3.597e-01, eta: 1 day, 12:40:50, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.2156, top5_acc: 0.4379, loss_cls: 3.7957, loss: 3.7957, grad_norm: 1.0588 2020-07-28 11:47:45,562 - mmaction - INFO - Epoch [38][100/940] lr: 3.597e-01, eta: 1 day, 12:40:28, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2029, top5_acc: 0.4264, loss_cls: 3.8577, loss: 3.8577, grad_norm: 1.0454 2020-07-28 11:48:04,579 - mmaction - INFO - Epoch [38][120/940] lr: 3.597e-01, eta: 1 day, 12:40:06, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2182, top5_acc: 0.4342, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.0484 2020-07-28 11:48:23,920 - mmaction - INFO - Epoch [38][140/940] lr: 3.597e-01, eta: 1 day, 12:39:45, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4531, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0592 2020-07-28 11:48:44,107 - mmaction - INFO - Epoch [38][160/940] lr: 3.597e-01, eta: 1 day, 12:39:28, time: 1.009, data_time: 0.002, memory: 5015, top1_acc: 0.2041, top5_acc: 0.4320, loss_cls: 3.8170, loss: 3.8170, grad_norm: 1.0456 2020-07-28 11:49:03,629 - mmaction - INFO - Epoch [38][180/940] lr: 3.597e-01, eta: 1 day, 12:39:07, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.2121, top5_acc: 0.4369, loss_cls: 3.8100, loss: 3.8100, grad_norm: 1.0387 2020-07-28 11:49:23,131 - mmaction - INFO - Epoch [38][200/940] lr: 3.597e-01, eta: 1 day, 12:38:47, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4533, loss_cls: 3.7562, loss: 3.7562, grad_norm: 1.0477 2020-07-28 11:49:42,583 - mmaction - INFO - Epoch [38][220/940] lr: 3.597e-01, eta: 1 day, 12:38:27, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4395, loss_cls: 3.7861, loss: 3.7861, grad_norm: 1.0658 2020-07-28 11:50:02,512 - mmaction - INFO - Epoch [38][240/940] lr: 3.597e-01, eta: 1 day, 12:38:08, time: 0.996, data_time: 0.004, memory: 5015, top1_acc: 0.2033, top5_acc: 0.4326, loss_cls: 3.7968, loss: 3.7968, grad_norm: 1.0425 2020-07-28 11:50:21,709 - mmaction - INFO - Epoch [38][260/940] lr: 3.597e-01, eta: 1 day, 12:37:47, time: 0.960, data_time: 0.003, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4291, loss_cls: 3.8221, loss: 3.8221, grad_norm: 1.0554 2020-07-28 11:50:43,012 - mmaction - INFO - Epoch [38][280/940] lr: 3.597e-01, eta: 1 day, 12:37:33, time: 1.063, data_time: 0.004, memory: 5015, top1_acc: 0.1982, top5_acc: 0.4291, loss_cls: 3.8193, loss: 3.8193, grad_norm: 1.0288 2020-07-28 11:51:01,540 - mmaction - INFO - Epoch [38][300/940] lr: 3.597e-01, eta: 1 day, 12:37:09, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2094, top5_acc: 0.4414, loss_cls: 3.7739, loss: 3.7739, grad_norm: 1.0254 2020-07-28 11:51:20,961 - mmaction - INFO - Epoch [38][320/940] lr: 3.597e-01, eta: 1 day, 12:36:49, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.7937, loss: 3.7937, grad_norm: 1.0477 2020-07-28 11:51:41,145 - mmaction - INFO - Epoch [38][340/940] lr: 3.597e-01, eta: 1 day, 12:36:31, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2092, top5_acc: 0.4367, loss_cls: 3.7780, loss: 3.7780, grad_norm: 1.0153 2020-07-28 11:52:00,963 - mmaction - INFO - Epoch [38][360/940] lr: 3.597e-01, eta: 1 day, 12:36:12, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2061, top5_acc: 0.4420, loss_cls: 3.7747, loss: 3.7747, grad_norm: 1.0591 2020-07-28 11:52:19,946 - mmaction - INFO - Epoch [38][380/940] lr: 3.597e-01, eta: 1 day, 12:35:50, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2000, top5_acc: 0.4232, loss_cls: 3.8617, loss: 3.8617, grad_norm: 1.0410 2020-07-28 11:52:39,509 - mmaction - INFO - Epoch [38][400/940] lr: 3.597e-01, eta: 1 day, 12:35:30, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.2102, top5_acc: 0.4420, loss_cls: 3.7937, loss: 3.7937, grad_norm: 1.0618 2020-07-28 11:52:58,870 - mmaction - INFO - Epoch [38][420/940] lr: 3.597e-01, eta: 1 day, 12:35:09, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.1945, top5_acc: 0.4314, loss_cls: 3.8196, loss: 3.8196, grad_norm: 1.0303 2020-07-28 11:53:18,381 - mmaction - INFO - Epoch [38][440/940] lr: 3.597e-01, eta: 1 day, 12:34:49, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4354, loss_cls: 3.7875, loss: 3.7875, grad_norm: 1.0524 2020-07-28 11:53:37,721 - mmaction - INFO - Epoch [38][460/940] lr: 3.597e-01, eta: 1 day, 12:34:28, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2029, top5_acc: 0.4180, loss_cls: 3.8535, loss: 3.8535, grad_norm: 1.0559 2020-07-28 11:53:56,775 - mmaction - INFO - Epoch [38][480/940] lr: 3.597e-01, eta: 1 day, 12:34:06, time: 0.953, data_time: 0.002, memory: 5015, top1_acc: 0.1975, top5_acc: 0.4307, loss_cls: 3.8493, loss: 3.8493, grad_norm: 1.0449 2020-07-28 11:54:16,567 - mmaction - INFO - Epoch [38][500/940] lr: 3.597e-01, eta: 1 day, 12:33:47, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4330, loss_cls: 3.8081, loss: 3.8081, grad_norm: 1.0454 2020-07-28 11:54:35,357 - mmaction - INFO - Epoch [38][520/940] lr: 3.597e-01, eta: 1 day, 12:33:24, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2131, top5_acc: 0.4355, loss_cls: 3.8002, loss: 3.8002, grad_norm: 1.0374 2020-07-28 11:54:54,622 - mmaction - INFO - Epoch [38][540/940] lr: 3.597e-01, eta: 1 day, 12:33:03, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.1908, top5_acc: 0.4277, loss_cls: 3.8563, loss: 3.8563, grad_norm: 1.0359 2020-07-28 11:55:13,795 - mmaction - INFO - Epoch [38][560/940] lr: 3.597e-01, eta: 1 day, 12:32:41, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4402, loss_cls: 3.7830, loss: 3.7830, grad_norm: 1.0501 2020-07-28 11:55:34,671 - mmaction - INFO - Epoch [38][580/940] lr: 3.597e-01, eta: 1 day, 12:32:26, time: 1.044, data_time: 0.006, memory: 5015, top1_acc: 0.2086, top5_acc: 0.4416, loss_cls: 3.7812, loss: 3.7812, grad_norm: 1.0560 2020-07-28 11:55:53,454 - mmaction - INFO - Epoch [38][600/940] lr: 3.597e-01, eta: 1 day, 12:32:03, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4400, loss_cls: 3.8223, loss: 3.8223, grad_norm: 1.0521 2020-07-28 11:56:13,518 - mmaction - INFO - Epoch [38][620/940] lr: 3.597e-01, eta: 1 day, 12:31:45, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2072, top5_acc: 0.4367, loss_cls: 3.8090, loss: 3.8090, grad_norm: 1.0481 2020-07-28 11:56:32,880 - mmaction - INFO - Epoch [38][640/940] lr: 3.597e-01, eta: 1 day, 12:31:24, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.2086, top5_acc: 0.4359, loss_cls: 3.7866, loss: 3.7866, grad_norm: 1.0661 2020-07-28 11:56:52,590 - mmaction - INFO - Epoch [38][660/940] lr: 3.597e-01, eta: 1 day, 12:31:05, time: 0.984, data_time: 0.004, memory: 5015, top1_acc: 0.2010, top5_acc: 0.4418, loss_cls: 3.8055, loss: 3.8055, grad_norm: 1.0256 2020-07-28 11:57:11,834 - mmaction - INFO - Epoch [38][680/940] lr: 3.597e-01, eta: 1 day, 12:30:44, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.7927, loss: 3.7927, grad_norm: 1.0381 2020-07-28 11:57:30,787 - mmaction - INFO - Epoch [38][700/940] lr: 3.597e-01, eta: 1 day, 12:30:21, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4418, loss_cls: 3.8197, loss: 3.8197, grad_norm: 1.0564 2020-07-28 11:57:49,956 - mmaction - INFO - Epoch [38][720/940] lr: 3.597e-01, eta: 1 day, 12:30:00, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2057, top5_acc: 0.4416, loss_cls: 3.7997, loss: 3.7997, grad_norm: 1.0455 2020-07-28 11:58:09,924 - mmaction - INFO - Epoch [38][740/940] lr: 3.597e-01, eta: 1 day, 12:29:41, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4260, loss_cls: 3.8662, loss: 3.8662, grad_norm: 1.0330 2020-07-28 11:58:29,076 - mmaction - INFO - Epoch [38][760/940] lr: 3.597e-01, eta: 1 day, 12:29:20, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2096, top5_acc: 0.4375, loss_cls: 3.7917, loss: 3.7917, grad_norm: 1.0370 2020-07-28 11:58:48,204 - mmaction - INFO - Epoch [38][780/940] lr: 3.597e-01, eta: 1 day, 12:28:58, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4279, loss_cls: 3.8173, loss: 3.8173, grad_norm: 1.0500 2020-07-28 11:59:07,408 - mmaction - INFO - Epoch [38][800/940] lr: 3.597e-01, eta: 1 day, 12:28:37, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4389, loss_cls: 3.8060, loss: 3.8060, grad_norm: 1.0415 2020-07-28 11:59:27,036 - mmaction - INFO - Epoch [38][820/940] lr: 3.597e-01, eta: 1 day, 12:28:17, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2037, top5_acc: 0.4379, loss_cls: 3.8068, loss: 3.8068, grad_norm: 1.0283 2020-07-28 11:59:46,869 - mmaction - INFO - Epoch [38][840/940] lr: 3.597e-01, eta: 1 day, 12:27:58, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4447, loss_cls: 3.7579, loss: 3.7579, grad_norm: 1.0469 2020-07-28 12:00:09,898 - mmaction - INFO - Epoch [38][860/940] lr: 3.597e-01, eta: 1 day, 12:27:51, time: 1.148, data_time: 0.005, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4275, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.0374 2020-07-28 12:00:28,380 - mmaction - INFO - Epoch [38][880/940] lr: 3.597e-01, eta: 1 day, 12:27:27, time: 0.927, data_time: 0.008, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4395, loss_cls: 3.8083, loss: 3.8083, grad_norm: 1.0273 2020-07-28 12:00:47,945 - mmaction - INFO - Epoch [38][900/940] lr: 3.597e-01, eta: 1 day, 12:27:07, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4445, loss_cls: 3.7775, loss: 3.7775, grad_norm: 1.0382 2020-07-28 12:01:07,179 - mmaction - INFO - Epoch [38][920/940] lr: 3.597e-01, eta: 1 day, 12:26:46, time: 0.964, data_time: 0.006, memory: 5015, top1_acc: 0.2090, top5_acc: 0.4340, loss_cls: 3.7973, loss: 3.7973, grad_norm: 1.0383 2020-07-28 12:01:25,876 - mmaction - INFO - Epoch [38][940/940] lr: 3.597e-01, eta: 1 day, 12:26:22, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.2098, top5_acc: 0.4448, loss_cls: 3.7619, loss: 3.7619, grad_norm: 1.0433 2020-07-28 12:01:26,246 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-07-28 12:01:55,180 - mmaction - INFO - Epoch [39][20/940] lr: 3.576e-01, eta: 1 day, 12:26:21, time: 1.226, data_time: 0.292, memory: 5015, top1_acc: 0.2094, top5_acc: 0.4385, loss_cls: 3.7733, loss: 3.7733, grad_norm: 1.0494 2020-07-28 12:02:13,287 - mmaction - INFO - Epoch [39][40/940] lr: 3.576e-01, eta: 1 day, 12:25:56, time: 0.907, data_time: 0.003, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4451, loss_cls: 3.7421, loss: 3.7421, grad_norm: 1.0520 2020-07-28 12:02:32,262 - mmaction - INFO - Epoch [39][60/940] lr: 3.576e-01, eta: 1 day, 12:25:33, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4506, loss_cls: 3.7578, loss: 3.7578, grad_norm: 1.0757 2020-07-28 12:02:51,195 - mmaction - INFO - Epoch [39][80/940] lr: 3.576e-01, eta: 1 day, 12:25:11, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4492, loss_cls: 3.7796, loss: 3.7796, grad_norm: 1.0478 2020-07-28 12:03:09,948 - mmaction - INFO - Epoch [39][100/940] lr: 3.576e-01, eta: 1 day, 12:24:48, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4375, loss_cls: 3.8018, loss: 3.8018, grad_norm: 1.0495 2020-07-28 12:03:28,760 - mmaction - INFO - Epoch [39][120/940] lr: 3.576e-01, eta: 1 day, 12:24:25, time: 0.942, data_time: 0.004, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4398, loss_cls: 3.7861, loss: 3.7861, grad_norm: 1.0453 2020-07-28 12:03:49,179 - mmaction - INFO - Epoch [39][140/940] lr: 3.576e-01, eta: 1 day, 12:24:08, time: 1.019, data_time: 0.006, memory: 5015, top1_acc: 0.2102, top5_acc: 0.4389, loss_cls: 3.8204, loss: 3.8204, grad_norm: 1.0472 2020-07-28 12:04:08,913 - mmaction - INFO - Epoch [39][160/940] lr: 3.576e-01, eta: 1 day, 12:23:49, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2137, top5_acc: 0.4406, loss_cls: 3.7736, loss: 3.7736, grad_norm: 1.0397 2020-07-28 12:04:28,671 - mmaction - INFO - Epoch [39][180/940] lr: 3.576e-01, eta: 1 day, 12:23:30, time: 0.986, data_time: 0.004, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4539, loss_cls: 3.7312, loss: 3.7312, grad_norm: 1.0588 2020-07-28 12:04:48,500 - mmaction - INFO - Epoch [39][200/940] lr: 3.576e-01, eta: 1 day, 12:23:11, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4285, loss_cls: 3.8468, loss: 3.8468, grad_norm: 1.0569 2020-07-28 12:05:06,959 - mmaction - INFO - Epoch [39][220/940] lr: 3.576e-01, eta: 1 day, 12:22:47, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.2033, top5_acc: 0.4414, loss_cls: 3.7580, loss: 3.7580, grad_norm: 1.0379 2020-07-28 12:05:27,152 - mmaction - INFO - Epoch [39][240/940] lr: 3.576e-01, eta: 1 day, 12:22:29, time: 1.010, data_time: 0.002, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4404, loss_cls: 3.7662, loss: 3.7662, grad_norm: 1.0701 2020-07-28 12:05:45,920 - mmaction - INFO - Epoch [39][260/940] lr: 3.576e-01, eta: 1 day, 12:22:06, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4242, loss_cls: 3.8346, loss: 3.8346, grad_norm: 1.0431 2020-07-28 12:06:05,282 - mmaction - INFO - Epoch [39][280/940] lr: 3.576e-01, eta: 1 day, 12:21:45, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4285, loss_cls: 3.8108, loss: 3.8108, grad_norm: 1.0573 2020-07-28 12:06:25,453 - mmaction - INFO - Epoch [39][300/940] lr: 3.576e-01, eta: 1 day, 12:21:28, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2090, top5_acc: 0.4355, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0373 2020-07-28 12:06:45,303 - mmaction - INFO - Epoch [39][320/940] lr: 3.576e-01, eta: 1 day, 12:21:09, time: 0.993, data_time: 0.002, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4516, loss_cls: 3.7523, loss: 3.7523, grad_norm: 1.0444 2020-07-28 12:07:04,500 - mmaction - INFO - Epoch [39][340/940] lr: 3.576e-01, eta: 1 day, 12:20:47, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2025, top5_acc: 0.4406, loss_cls: 3.8268, loss: 3.8268, grad_norm: 1.0507 2020-07-28 12:07:24,455 - mmaction - INFO - Epoch [39][360/940] lr: 3.576e-01, eta: 1 day, 12:20:29, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2008, top5_acc: 0.4344, loss_cls: 3.7964, loss: 3.7964, grad_norm: 1.0618 2020-07-28 12:07:43,626 - mmaction - INFO - Epoch [39][380/940] lr: 3.576e-01, eta: 1 day, 12:20:07, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4412, loss_cls: 3.7763, loss: 3.7763, grad_norm: 1.0528 2020-07-28 12:08:03,079 - mmaction - INFO - Epoch [39][400/940] lr: 3.576e-01, eta: 1 day, 12:19:47, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4254, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.0649 2020-07-28 12:08:23,331 - mmaction - INFO - Epoch [39][420/940] lr: 3.576e-01, eta: 1 day, 12:19:29, time: 1.014, data_time: 0.008, memory: 5015, top1_acc: 0.2049, top5_acc: 0.4287, loss_cls: 3.8253, loss: 3.8253, grad_norm: 1.0464 2020-07-28 12:08:43,059 - mmaction - INFO - Epoch [39][440/940] lr: 3.576e-01, eta: 1 day, 12:19:10, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2006, top5_acc: 0.4285, loss_cls: 3.8508, loss: 3.8508, grad_norm: 1.0559 2020-07-28 12:09:02,168 - mmaction - INFO - Epoch [39][460/940] lr: 3.576e-01, eta: 1 day, 12:18:48, time: 0.954, data_time: 0.004, memory: 5015, top1_acc: 0.1996, top5_acc: 0.4324, loss_cls: 3.8052, loss: 3.8052, grad_norm: 1.0601 2020-07-28 12:09:21,595 - mmaction - INFO - Epoch [39][480/940] lr: 3.576e-01, eta: 1 day, 12:18:28, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4285, loss_cls: 3.8099, loss: 3.8099, grad_norm: 1.0300 2020-07-28 12:09:41,310 - mmaction - INFO - Epoch [39][500/940] lr: 3.576e-01, eta: 1 day, 12:18:08, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2104, top5_acc: 0.4424, loss_cls: 3.7983, loss: 3.7983, grad_norm: 1.0335 2020-07-28 12:10:00,453 - mmaction - INFO - Epoch [39][520/940] lr: 3.576e-01, eta: 1 day, 12:17:47, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2102, top5_acc: 0.4375, loss_cls: 3.7900, loss: 3.7900, grad_norm: 1.0502 2020-07-28 12:10:20,805 - mmaction - INFO - Epoch [39][540/940] lr: 3.576e-01, eta: 1 day, 12:17:30, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2096, top5_acc: 0.4336, loss_cls: 3.8116, loss: 3.8116, grad_norm: 1.0396 2020-07-28 12:10:39,876 - mmaction - INFO - Epoch [39][560/940] lr: 3.576e-01, eta: 1 day, 12:17:08, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4406, loss_cls: 3.8095, loss: 3.8095, grad_norm: 1.0385 2020-07-28 12:10:59,490 - mmaction - INFO - Epoch [39][580/940] lr: 3.576e-01, eta: 1 day, 12:16:48, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4266, loss_cls: 3.8106, loss: 3.8106, grad_norm: 1.0480 2020-07-28 12:11:18,778 - mmaction - INFO - Epoch [39][600/940] lr: 3.576e-01, eta: 1 day, 12:16:27, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2100, top5_acc: 0.4322, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.0370 2020-07-28 12:11:38,734 - mmaction - INFO - Epoch [39][620/940] lr: 3.576e-01, eta: 1 day, 12:16:09, time: 0.998, data_time: 0.004, memory: 5015, top1_acc: 0.1998, top5_acc: 0.4301, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.0571 2020-07-28 12:11:58,203 - mmaction - INFO - Epoch [39][640/940] lr: 3.576e-01, eta: 1 day, 12:15:48, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2045, top5_acc: 0.4293, loss_cls: 3.8092, loss: 3.8092, grad_norm: 1.0523 2020-07-28 12:12:17,383 - mmaction - INFO - Epoch [39][660/940] lr: 3.576e-01, eta: 1 day, 12:15:27, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4396, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0623 2020-07-28 12:12:38,741 - mmaction - INFO - Epoch [39][680/940] lr: 3.576e-01, eta: 1 day, 12:15:13, time: 1.069, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4545, loss_cls: 3.7404, loss: 3.7404, grad_norm: 1.0371 2020-07-28 12:12:57,320 - mmaction - INFO - Epoch [39][700/940] lr: 3.576e-01, eta: 1 day, 12:14:50, time: 0.929, data_time: 0.002, memory: 5015, top1_acc: 0.2104, top5_acc: 0.4322, loss_cls: 3.8267, loss: 3.8267, grad_norm: 1.0645 2020-07-28 12:13:17,021 - mmaction - INFO - Epoch [39][720/940] lr: 3.576e-01, eta: 1 day, 12:14:30, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4582, loss_cls: 3.7340, loss: 3.7340, grad_norm: 1.0204 2020-07-28 12:13:36,434 - mmaction - INFO - Epoch [39][740/940] lr: 3.576e-01, eta: 1 day, 12:14:10, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2018, top5_acc: 0.4439, loss_cls: 3.7880, loss: 3.7880, grad_norm: 1.0598 2020-07-28 12:13:55,738 - mmaction - INFO - Epoch [39][760/940] lr: 3.576e-01, eta: 1 day, 12:13:49, time: 0.965, data_time: 0.002, memory: 5015, top1_acc: 0.2029, top5_acc: 0.4377, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.0646 2020-07-28 12:14:14,786 - mmaction - INFO - Epoch [39][780/940] lr: 3.576e-01, eta: 1 day, 12:13:27, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2123, top5_acc: 0.4455, loss_cls: 3.7672, loss: 3.7672, grad_norm: 1.0442 2020-07-28 12:14:34,079 - mmaction - INFO - Epoch [39][800/940] lr: 3.576e-01, eta: 1 day, 12:13:06, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4441, loss_cls: 3.7996, loss: 3.7996, grad_norm: 1.0381 2020-07-28 12:14:53,923 - mmaction - INFO - Epoch [39][820/940] lr: 3.576e-01, eta: 1 day, 12:12:47, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4311, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.0622 2020-07-28 12:15:12,908 - mmaction - INFO - Epoch [39][840/940] lr: 3.576e-01, eta: 1 day, 12:12:25, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.1959, top5_acc: 0.4299, loss_cls: 3.8358, loss: 3.8358, grad_norm: 1.0318 2020-07-28 12:15:32,189 - mmaction - INFO - Epoch [39][860/940] lr: 3.576e-01, eta: 1 day, 12:12:04, time: 0.964, data_time: 0.007, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4363, loss_cls: 3.8081, loss: 3.8081, grad_norm: 1.0529 2020-07-28 12:15:52,465 - mmaction - INFO - Epoch [39][880/940] lr: 3.576e-01, eta: 1 day, 12:11:47, time: 1.016, data_time: 0.006, memory: 5015, top1_acc: 0.2107, top5_acc: 0.4385, loss_cls: 3.7773, loss: 3.7773, grad_norm: 1.0458 2020-07-28 12:16:12,333 - mmaction - INFO - Epoch [39][900/940] lr: 3.576e-01, eta: 1 day, 12:11:28, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4482, loss_cls: 3.7599, loss: 3.7599, grad_norm: 1.0532 2020-07-28 12:16:31,055 - mmaction - INFO - Epoch [39][920/940] lr: 3.576e-01, eta: 1 day, 12:11:05, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4424, loss_cls: 3.8103, loss: 3.8103, grad_norm: 1.0599 2020-07-28 12:16:49,593 - mmaction - INFO - Epoch [39][940/940] lr: 3.576e-01, eta: 1 day, 12:10:41, time: 0.925, data_time: 0.006, memory: 5015, top1_acc: 0.2149, top5_acc: 0.4476, loss_cls: 3.7749, loss: 3.7749, grad_norm: 1.0739 2020-07-28 12:16:49,863 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-07-28 12:17:16,954 - mmaction - INFO - Epoch [40][20/940] lr: 3.554e-01, eta: 1 day, 12:10:40, time: 1.244, data_time: 0.296, memory: 5015, top1_acc: 0.2078, top5_acc: 0.4480, loss_cls: 3.7617, loss: 3.7617, grad_norm: 1.0744 2020-07-28 12:17:36,342 - mmaction - INFO - Epoch [40][40/940] lr: 3.554e-01, eta: 1 day, 12:10:19, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4467, loss_cls: 3.7300, loss: 3.7300, grad_norm: 1.0497 2020-07-28 12:17:55,728 - mmaction - INFO - Epoch [40][60/940] lr: 3.554e-01, eta: 1 day, 12:09:59, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2098, top5_acc: 0.4314, loss_cls: 3.7881, loss: 3.7881, grad_norm: 1.0668 2020-07-28 12:18:15,796 - mmaction - INFO - Epoch [40][80/940] lr: 3.554e-01, eta: 1 day, 12:09:41, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4357, loss_cls: 3.8072, loss: 3.8072, grad_norm: 1.0609 2020-07-28 12:18:34,857 - mmaction - INFO - Epoch [40][100/940] lr: 3.554e-01, eta: 1 day, 12:09:19, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4443, loss_cls: 3.7681, loss: 3.7681, grad_norm: 1.0404 2020-07-28 12:18:54,913 - mmaction - INFO - Epoch [40][120/940] lr: 3.554e-01, eta: 1 day, 12:09:01, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2025, top5_acc: 0.4422, loss_cls: 3.8050, loss: 3.8050, grad_norm: 1.0584 2020-07-28 12:19:14,438 - mmaction - INFO - Epoch [40][140/940] lr: 3.554e-01, eta: 1 day, 12:08:41, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2119, top5_acc: 0.4521, loss_cls: 3.7553, loss: 3.7553, grad_norm: 1.0565 2020-07-28 12:19:33,776 - mmaction - INFO - Epoch [40][160/940] lr: 3.554e-01, eta: 1 day, 12:08:20, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4354, loss_cls: 3.8024, loss: 3.8024, grad_norm: 1.0572 2020-07-28 12:19:52,410 - mmaction - INFO - Epoch [40][180/940] lr: 3.554e-01, eta: 1 day, 12:07:56, time: 0.933, data_time: 0.005, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4455, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.0503 2020-07-28 12:20:13,113 - mmaction - INFO - Epoch [40][200/940] lr: 3.554e-01, eta: 1 day, 12:07:40, time: 1.034, data_time: 0.005, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4447, loss_cls: 3.7911, loss: 3.7911, grad_norm: 1.0610 2020-07-28 12:20:32,284 - mmaction - INFO - Epoch [40][220/940] lr: 3.554e-01, eta: 1 day, 12:07:19, time: 0.960, data_time: 0.003, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4422, loss_cls: 3.7729, loss: 3.7729, grad_norm: 1.0521 2020-07-28 12:20:50,911 - mmaction - INFO - Epoch [40][240/940] lr: 3.554e-01, eta: 1 day, 12:06:56, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4340, loss_cls: 3.8122, loss: 3.8122, grad_norm: 1.0492 2020-07-28 12:21:10,750 - mmaction - INFO - Epoch [40][260/940] lr: 3.554e-01, eta: 1 day, 12:06:37, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4496, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.0350 2020-07-28 12:21:30,025 - mmaction - INFO - Epoch [40][280/940] lr: 3.554e-01, eta: 1 day, 12:06:16, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.1984, top5_acc: 0.4334, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.0695 2020-07-28 12:21:49,587 - mmaction - INFO - Epoch [40][300/940] lr: 3.554e-01, eta: 1 day, 12:05:56, time: 0.980, data_time: 0.006, memory: 5015, top1_acc: 0.2049, top5_acc: 0.4383, loss_cls: 3.7897, loss: 3.7897, grad_norm: 1.0571 2020-07-28 12:22:08,986 - mmaction - INFO - Epoch [40][320/940] lr: 3.554e-01, eta: 1 day, 12:05:35, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4352, loss_cls: 3.7966, loss: 3.7966, grad_norm: 1.0787 2020-07-28 12:22:28,680 - mmaction - INFO - Epoch [40][340/940] lr: 3.554e-01, eta: 1 day, 12:05:16, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4443, loss_cls: 3.7799, loss: 3.7799, grad_norm: 1.0553 2020-07-28 12:22:48,147 - mmaction - INFO - Epoch [40][360/940] lr: 3.554e-01, eta: 1 day, 12:04:55, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4436, loss_cls: 3.7667, loss: 3.7667, grad_norm: 1.0386 2020-07-28 12:23:06,489 - mmaction - INFO - Epoch [40][380/940] lr: 3.554e-01, eta: 1 day, 12:04:31, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4420, loss_cls: 3.7949, loss: 3.7949, grad_norm: 1.0500 2020-07-28 12:23:25,536 - mmaction - INFO - Epoch [40][400/940] lr: 3.554e-01, eta: 1 day, 12:04:09, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4406, loss_cls: 3.7741, loss: 3.7741, grad_norm: 1.0752 2020-07-28 12:23:45,136 - mmaction - INFO - Epoch [40][420/940] lr: 3.554e-01, eta: 1 day, 12:03:49, time: 0.983, data_time: 0.006, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4318, loss_cls: 3.8036, loss: 3.8036, grad_norm: 1.0691 2020-07-28 12:24:04,566 - mmaction - INFO - Epoch [40][440/940] lr: 3.554e-01, eta: 1 day, 12:03:29, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4443, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.0575 2020-07-28 12:24:23,853 - mmaction - INFO - Epoch [40][460/940] lr: 3.554e-01, eta: 1 day, 12:03:08, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4383, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0443 2020-07-28 12:24:43,016 - mmaction - INFO - Epoch [40][480/940] lr: 3.554e-01, eta: 1 day, 12:02:47, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4338, loss_cls: 3.8021, loss: 3.8021, grad_norm: 1.0398 2020-07-28 12:25:03,653 - mmaction - INFO - Epoch [40][500/940] lr: 3.554e-01, eta: 1 day, 12:02:30, time: 1.034, data_time: 0.005, memory: 5015, top1_acc: 0.2092, top5_acc: 0.4389, loss_cls: 3.8010, loss: 3.8010, grad_norm: 1.0558 2020-07-28 12:25:22,177 - mmaction - INFO - Epoch [40][520/940] lr: 3.554e-01, eta: 1 day, 12:02:07, time: 0.926, data_time: 0.002, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4500, loss_cls: 3.7577, loss: 3.7577, grad_norm: 1.0433 2020-07-28 12:25:41,631 - mmaction - INFO - Epoch [40][540/940] lr: 3.554e-01, eta: 1 day, 12:01:46, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2053, top5_acc: 0.4432, loss_cls: 3.8136, loss: 3.8136, grad_norm: 1.0589 2020-07-28 12:26:01,344 - mmaction - INFO - Epoch [40][560/940] lr: 3.554e-01, eta: 1 day, 12:01:27, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4422, loss_cls: 3.7954, loss: 3.7954, grad_norm: 1.0515 2020-07-28 12:26:20,795 - mmaction - INFO - Epoch [40][580/940] lr: 3.554e-01, eta: 1 day, 12:01:07, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4475, loss_cls: 3.7654, loss: 3.7654, grad_norm: 1.0422 2020-07-28 12:26:39,907 - mmaction - INFO - Epoch [40][600/940] lr: 3.554e-01, eta: 1 day, 12:00:45, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4469, loss_cls: 3.7597, loss: 3.7597, grad_norm: 1.0399 2020-07-28 12:26:59,212 - mmaction - INFO - Epoch [40][620/940] lr: 3.554e-01, eta: 1 day, 12:00:24, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4463, loss_cls: 3.7993, loss: 3.7993, grad_norm: 1.0427 2020-07-28 12:27:18,620 - mmaction - INFO - Epoch [40][640/940] lr: 3.554e-01, eta: 1 day, 12:00:04, time: 0.971, data_time: 0.002, memory: 5015, top1_acc: 0.2102, top5_acc: 0.4426, loss_cls: 3.7762, loss: 3.7762, grad_norm: 1.0688 2020-07-28 12:27:37,278 - mmaction - INFO - Epoch [40][660/940] lr: 3.554e-01, eta: 1 day, 11:59:40, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4363, loss_cls: 3.8063, loss: 3.8063, grad_norm: 1.0610 2020-07-28 12:27:57,194 - mmaction - INFO - Epoch [40][680/940] lr: 3.554e-01, eta: 1 day, 11:59:22, time: 0.999, data_time: 0.006, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4463, loss_cls: 3.7646, loss: 3.7646, grad_norm: 1.0643 2020-07-28 12:28:16,169 - mmaction - INFO - Epoch [40][700/940] lr: 3.554e-01, eta: 1 day, 11:59:00, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.1982, top5_acc: 0.4318, loss_cls: 3.8236, loss: 3.8236, grad_norm: 1.0392 2020-07-28 12:28:35,313 - mmaction - INFO - Epoch [40][720/940] lr: 3.554e-01, eta: 1 day, 11:58:38, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4451, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.0464 2020-07-28 12:28:53,819 - mmaction - INFO - Epoch [40][740/940] lr: 3.554e-01, eta: 1 day, 11:58:15, time: 0.924, data_time: 0.005, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4496, loss_cls: 3.7453, loss: 3.7453, grad_norm: 1.0453 2020-07-28 12:29:13,084 - mmaction - INFO - Epoch [40][760/940] lr: 3.554e-01, eta: 1 day, 11:57:54, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4283, loss_cls: 3.8334, loss: 3.8334, grad_norm: 1.0638 2020-07-28 12:29:32,459 - mmaction - INFO - Epoch [40][780/940] lr: 3.554e-01, eta: 1 day, 11:57:33, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4521, loss_cls: 3.7678, loss: 3.7678, grad_norm: 1.0721 2020-07-28 12:29:52,349 - mmaction - INFO - Epoch [40][800/940] lr: 3.554e-01, eta: 1 day, 11:57:14, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2064, top5_acc: 0.4471, loss_cls: 3.7618, loss: 3.7618, grad_norm: 1.0485 2020-07-28 12:30:11,705 - mmaction - INFO - Epoch [40][820/940] lr: 3.554e-01, eta: 1 day, 11:56:54, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2037, top5_acc: 0.4350, loss_cls: 3.8447, loss: 3.8447, grad_norm: 1.0551 2020-07-28 12:30:30,876 - mmaction - INFO - Epoch [40][840/940] lr: 3.554e-01, eta: 1 day, 11:56:32, time: 0.958, data_time: 0.001, memory: 5015, top1_acc: 0.2023, top5_acc: 0.4314, loss_cls: 3.8030, loss: 3.8030, grad_norm: 1.0383 2020-07-28 12:30:50,533 - mmaction - INFO - Epoch [40][860/940] lr: 3.554e-01, eta: 1 day, 11:56:12, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2045, top5_acc: 0.4396, loss_cls: 3.8084, loss: 3.8084, grad_norm: 1.0488 2020-07-28 12:31:08,846 - mmaction - INFO - Epoch [40][880/940] lr: 3.554e-01, eta: 1 day, 11:55:48, time: 0.917, data_time: 0.006, memory: 5015, top1_acc: 0.1980, top5_acc: 0.4383, loss_cls: 3.8225, loss: 3.8225, grad_norm: 1.0571 2020-07-28 12:31:29,499 - mmaction - INFO - Epoch [40][900/940] lr: 3.554e-01, eta: 1 day, 11:55:32, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.2084, top5_acc: 0.4473, loss_cls: 3.8038, loss: 3.8038, grad_norm: 1.0620 2020-07-28 12:31:47,826 - mmaction - INFO - Epoch [40][920/940] lr: 3.554e-01, eta: 1 day, 11:55:08, time: 0.918, data_time: 0.005, memory: 5015, top1_acc: 0.2078, top5_acc: 0.4459, loss_cls: 3.7868, loss: 3.7868, grad_norm: 1.0526 2020-07-28 12:32:05,819 - mmaction - INFO - Epoch [40][940/940] lr: 3.554e-01, eta: 1 day, 11:54:42, time: 0.899, data_time: 0.007, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4385, loss_cls: 3.8229, loss: 3.8229, grad_norm: 1.0930 2020-07-28 12:32:06,057 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-28 12:32:32,507 - mmaction - INFO - Epoch [41][20/940] lr: 3.532e-01, eta: 1 day, 11:54:40, time: 1.231, data_time: 0.309, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4441, loss_cls: 3.7560, loss: 3.7560, grad_norm: 1.0638 2020-07-28 12:32:51,104 - mmaction - INFO - Epoch [41][40/940] lr: 3.532e-01, eta: 1 day, 11:54:17, time: 0.930, data_time: 0.002, memory: 5015, top1_acc: 0.2193, top5_acc: 0.4461, loss_cls: 3.7709, loss: 3.7709, grad_norm: 1.0564 2020-07-28 12:33:09,982 - mmaction - INFO - Epoch [41][60/940] lr: 3.532e-01, eta: 1 day, 11:53:54, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4352, loss_cls: 3.8254, loss: 3.8254, grad_norm: 1.0636 2020-07-28 12:33:28,327 - mmaction - INFO - Epoch [41][80/940] lr: 3.532e-01, eta: 1 day, 11:53:30, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4418, loss_cls: 3.7712, loss: 3.7712, grad_norm: 1.0360 2020-07-28 12:33:48,456 - mmaction - INFO - Epoch [41][100/940] lr: 3.532e-01, eta: 1 day, 11:53:12, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4418, loss_cls: 3.7355, loss: 3.7355, grad_norm: 1.0469 2020-07-28 12:34:08,673 - mmaction - INFO - Epoch [41][120/940] lr: 3.532e-01, eta: 1 day, 11:52:55, time: 1.011, data_time: 0.002, memory: 5015, top1_acc: 0.2045, top5_acc: 0.4432, loss_cls: 3.7865, loss: 3.7865, grad_norm: 1.0636 2020-07-28 12:34:27,221 - mmaction - INFO - Epoch [41][140/940] lr: 3.532e-01, eta: 1 day, 11:52:31, time: 0.925, data_time: 0.005, memory: 5015, top1_acc: 0.2131, top5_acc: 0.4387, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.0575 2020-07-28 12:34:47,216 - mmaction - INFO - Epoch [41][160/940] lr: 3.532e-01, eta: 1 day, 11:52:13, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2006, top5_acc: 0.4406, loss_cls: 3.7776, loss: 3.7776, grad_norm: 1.0494 2020-07-28 12:35:07,199 - mmaction - INFO - Epoch [41][180/940] lr: 3.532e-01, eta: 1 day, 11:51:54, time: 0.999, data_time: 0.004, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4416, loss_cls: 3.7792, loss: 3.7792, grad_norm: 1.0582 2020-07-28 12:35:25,949 - mmaction - INFO - Epoch [41][200/940] lr: 3.532e-01, eta: 1 day, 11:51:31, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.2199, top5_acc: 0.4512, loss_cls: 3.7555, loss: 3.7555, grad_norm: 1.0382 2020-07-28 12:35:45,103 - mmaction - INFO - Epoch [41][220/940] lr: 3.532e-01, eta: 1 day, 11:51:10, time: 0.956, data_time: 0.004, memory: 5015, top1_acc: 0.2154, top5_acc: 0.4529, loss_cls: 3.7492, loss: 3.7492, grad_norm: 1.0543 2020-07-28 12:36:04,705 - mmaction - INFO - Epoch [41][240/940] lr: 3.532e-01, eta: 1 day, 11:50:50, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2131, top5_acc: 0.4525, loss_cls: 3.7376, loss: 3.7376, grad_norm: 1.0836 2020-07-28 12:36:24,321 - mmaction - INFO - Epoch [41][260/940] lr: 3.532e-01, eta: 1 day, 11:50:30, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4598, loss_cls: 3.7140, loss: 3.7140, grad_norm: 1.0574 2020-07-28 12:36:43,259 - mmaction - INFO - Epoch [41][280/940] lr: 3.532e-01, eta: 1 day, 11:50:08, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4430, loss_cls: 3.7750, loss: 3.7750, grad_norm: 1.0663 2020-07-28 12:37:02,494 - mmaction - INFO - Epoch [41][300/940] lr: 3.532e-01, eta: 1 day, 11:49:47, time: 0.960, data_time: 0.004, memory: 5015, top1_acc: 0.2023, top5_acc: 0.4416, loss_cls: 3.7654, loss: 3.7654, grad_norm: 1.0576 2020-07-28 12:37:21,793 - mmaction - INFO - Epoch [41][320/940] lr: 3.532e-01, eta: 1 day, 11:49:26, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4322, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0736 2020-07-28 12:37:41,725 - mmaction - INFO - Epoch [41][340/940] lr: 3.532e-01, eta: 1 day, 11:49:08, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4514, loss_cls: 3.7391, loss: 3.7391, grad_norm: 1.0474 2020-07-28 12:38:01,434 - mmaction - INFO - Epoch [41][360/940] lr: 3.532e-01, eta: 1 day, 11:48:48, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4383, loss_cls: 3.7773, loss: 3.7773, grad_norm: 1.0557 2020-07-28 12:38:19,973 - mmaction - INFO - Epoch [41][380/940] lr: 3.532e-01, eta: 1 day, 11:48:25, time: 0.925, data_time: 0.005, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4479, loss_cls: 3.7348, loss: 3.7348, grad_norm: 1.0603 2020-07-28 12:38:39,430 - mmaction - INFO - Epoch [41][400/940] lr: 3.532e-01, eta: 1 day, 11:48:04, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4340, loss_cls: 3.7946, loss: 3.7946, grad_norm: 1.0391 2020-07-28 12:38:59,301 - mmaction - INFO - Epoch [41][420/940] lr: 3.532e-01, eta: 1 day, 11:47:45, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.1979, top5_acc: 0.4393, loss_cls: 3.8053, loss: 3.8053, grad_norm: 1.0458 2020-07-28 12:39:17,901 - mmaction - INFO - Epoch [41][440/940] lr: 3.532e-01, eta: 1 day, 11:47:22, time: 0.932, data_time: 0.006, memory: 5015, top1_acc: 0.2195, top5_acc: 0.4521, loss_cls: 3.7234, loss: 3.7234, grad_norm: 1.0635 2020-07-28 12:39:37,267 - mmaction - INFO - Epoch [41][460/940] lr: 3.532e-01, eta: 1 day, 11:47:02, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2092, top5_acc: 0.4518, loss_cls: 3.7843, loss: 3.7843, grad_norm: 1.0826 2020-07-28 12:39:57,262 - mmaction - INFO - Epoch [41][480/940] lr: 3.532e-01, eta: 1 day, 11:46:43, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2023, top5_acc: 0.4295, loss_cls: 3.8328, loss: 3.8328, grad_norm: 1.0742 2020-07-28 12:40:16,070 - mmaction - INFO - Epoch [41][500/940] lr: 3.532e-01, eta: 1 day, 11:46:21, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4469, loss_cls: 3.7713, loss: 3.7713, grad_norm: 1.0664 2020-07-28 12:40:35,894 - mmaction - INFO - Epoch [41][520/940] lr: 3.532e-01, eta: 1 day, 11:46:02, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4406, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.0634 2020-07-28 12:40:55,908 - mmaction - INFO - Epoch [41][540/940] lr: 3.532e-01, eta: 1 day, 11:45:43, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2121, top5_acc: 0.4445, loss_cls: 3.7759, loss: 3.7759, grad_norm: 1.0771 2020-07-28 12:41:14,814 - mmaction - INFO - Epoch [41][560/940] lr: 3.532e-01, eta: 1 day, 11:45:21, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4436, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.0399 2020-07-28 12:41:34,662 - mmaction - INFO - Epoch [41][580/940] lr: 3.532e-01, eta: 1 day, 11:45:02, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2061, top5_acc: 0.4496, loss_cls: 3.7520, loss: 3.7520, grad_norm: 1.0522 2020-07-28 12:41:54,401 - mmaction - INFO - Epoch [41][600/940] lr: 3.532e-01, eta: 1 day, 11:44:43, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2094, top5_acc: 0.4475, loss_cls: 3.7624, loss: 3.7624, grad_norm: 1.0545 2020-07-28 12:42:13,947 - mmaction - INFO - Epoch [41][620/940] lr: 3.532e-01, eta: 1 day, 11:44:23, time: 0.977, data_time: 0.004, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4359, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.0671 2020-07-28 12:42:33,129 - mmaction - INFO - Epoch [41][640/940] lr: 3.532e-01, eta: 1 day, 11:44:02, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4373, loss_cls: 3.7891, loss: 3.7891, grad_norm: 1.0492 2020-07-28 12:42:52,520 - mmaction - INFO - Epoch [41][660/940] lr: 3.532e-01, eta: 1 day, 11:43:41, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4389, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0861 2020-07-28 12:43:11,542 - mmaction - INFO - Epoch [41][680/940] lr: 3.532e-01, eta: 1 day, 11:43:19, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4492, loss_cls: 3.7676, loss: 3.7676, grad_norm: 1.0510 2020-07-28 12:43:32,397 - mmaction - INFO - Epoch [41][700/940] lr: 3.532e-01, eta: 1 day, 11:43:04, time: 1.042, data_time: 0.005, memory: 5015, top1_acc: 0.2092, top5_acc: 0.4480, loss_cls: 3.7603, loss: 3.7603, grad_norm: 1.0518 2020-07-28 12:43:50,556 - mmaction - INFO - Epoch [41][720/940] lr: 3.532e-01, eta: 1 day, 11:42:39, time: 0.909, data_time: 0.003, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4367, loss_cls: 3.8010, loss: 3.8010, grad_norm: 1.0681 2020-07-28 12:44:09,833 - mmaction - INFO - Epoch [41][740/940] lr: 3.532e-01, eta: 1 day, 11:42:18, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2123, top5_acc: 0.4426, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0755 2020-07-28 12:44:29,717 - mmaction - INFO - Epoch [41][760/940] lr: 3.532e-01, eta: 1 day, 11:41:59, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2100, top5_acc: 0.4400, loss_cls: 3.7900, loss: 3.7900, grad_norm: 1.0695 2020-07-28 12:44:49,122 - mmaction - INFO - Epoch [41][780/940] lr: 3.532e-01, eta: 1 day, 11:41:39, time: 0.970, data_time: 0.002, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4488, loss_cls: 3.7494, loss: 3.7494, grad_norm: 1.0760 2020-07-28 12:45:08,478 - mmaction - INFO - Epoch [41][800/940] lr: 3.532e-01, eta: 1 day, 11:41:18, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2043, top5_acc: 0.4338, loss_cls: 3.7910, loss: 3.7910, grad_norm: 1.0508 2020-07-28 12:45:27,661 - mmaction - INFO - Epoch [41][820/940] lr: 3.532e-01, eta: 1 day, 11:40:57, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4512, loss_cls: 3.7596, loss: 3.7596, grad_norm: 1.0971 2020-07-28 12:45:47,344 - mmaction - INFO - Epoch [41][840/940] lr: 3.532e-01, eta: 1 day, 11:40:37, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.1971, top5_acc: 0.4291, loss_cls: 3.8621, loss: 3.8621, grad_norm: 1.0577 2020-07-28 12:46:05,610 - mmaction - INFO - Epoch [41][860/940] lr: 3.532e-01, eta: 1 day, 11:40:13, time: 0.914, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4426, loss_cls: 3.7754, loss: 3.7754, grad_norm: 1.0630 2020-07-28 12:46:26,386 - mmaction - INFO - Epoch [41][880/940] lr: 3.532e-01, eta: 1 day, 11:39:57, time: 1.037, data_time: 0.005, memory: 5015, top1_acc: 0.2051, top5_acc: 0.4340, loss_cls: 3.7884, loss: 3.7884, grad_norm: 1.0652 2020-07-28 12:46:45,187 - mmaction - INFO - Epoch [41][900/940] lr: 3.532e-01, eta: 1 day, 11:39:35, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4586, loss_cls: 3.7227, loss: 3.7227, grad_norm: 1.0396 2020-07-28 12:47:05,103 - mmaction - INFO - Epoch [41][920/940] lr: 3.532e-01, eta: 1 day, 11:39:16, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4439, loss_cls: 3.7597, loss: 3.7597, grad_norm: 1.0798 2020-07-28 12:47:22,533 - mmaction - INFO - Epoch [41][940/940] lr: 3.532e-01, eta: 1 day, 11:38:49, time: 0.870, data_time: 0.006, memory: 5015, top1_acc: 0.2054, top5_acc: 0.4375, loss_cls: 3.7873, loss: 3.7873, grad_norm: 1.0789 2020-07-28 12:47:22,762 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-07-28 12:47:48,627 - mmaction - INFO - Epoch [42][20/940] lr: 3.509e-01, eta: 1 day, 11:38:40, time: 1.146, data_time: 0.245, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4422, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.0516 2020-07-28 12:48:07,225 - mmaction - INFO - Epoch [42][40/940] lr: 3.509e-01, eta: 1 day, 11:38:17, time: 0.930, data_time: 0.004, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4463, loss_cls: 3.7398, loss: 3.7398, grad_norm: 1.0875 2020-07-28 12:48:25,490 - mmaction - INFO - Epoch [42][60/940] lr: 3.509e-01, eta: 1 day, 11:37:53, time: 0.913, data_time: 0.001, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4639, loss_cls: 3.6917, loss: 3.6917, grad_norm: 1.0566 2020-07-28 12:48:45,010 - mmaction - INFO - Epoch [42][80/940] lr: 3.509e-01, eta: 1 day, 11:37:33, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4488, loss_cls: 3.7356, loss: 3.7356, grad_norm: 1.0634 2020-07-28 12:49:03,912 - mmaction - INFO - Epoch [42][100/940] lr: 3.509e-01, eta: 1 day, 11:37:11, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4361, loss_cls: 3.7845, loss: 3.7845, grad_norm: 1.0546 2020-07-28 12:49:23,295 - mmaction - INFO - Epoch [42][120/940] lr: 3.509e-01, eta: 1 day, 11:36:50, time: 0.969, data_time: 0.006, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4318, loss_cls: 3.8229, loss: 3.8229, grad_norm: 1.0812 2020-07-28 12:49:43,546 - mmaction - INFO - Epoch [42][140/940] lr: 3.509e-01, eta: 1 day, 11:36:32, time: 1.013, data_time: 0.002, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4447, loss_cls: 3.7897, loss: 3.7897, grad_norm: 1.0499 2020-07-28 12:50:04,224 - mmaction - INFO - Epoch [42][160/940] lr: 3.509e-01, eta: 1 day, 11:36:16, time: 1.034, data_time: 0.005, memory: 5015, top1_acc: 0.2123, top5_acc: 0.4379, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.0677 2020-07-28 12:50:23,325 - mmaction - INFO - Epoch [42][180/940] lr: 3.509e-01, eta: 1 day, 11:35:55, time: 0.955, data_time: 0.003, memory: 5015, top1_acc: 0.2088, top5_acc: 0.4436, loss_cls: 3.7742, loss: 3.7742, grad_norm: 1.0597 2020-07-28 12:50:41,812 - mmaction - INFO - Epoch [42][200/940] lr: 3.509e-01, eta: 1 day, 11:35:31, time: 0.925, data_time: 0.005, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4496, loss_cls: 3.7591, loss: 3.7591, grad_norm: 1.0696 2020-07-28 12:51:00,982 - mmaction - INFO - Epoch [42][220/940] lr: 3.509e-01, eta: 1 day, 11:35:10, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4408, loss_cls: 3.8169, loss: 3.8169, grad_norm: 1.0670 2020-07-28 12:51:20,141 - mmaction - INFO - Epoch [42][240/940] lr: 3.509e-01, eta: 1 day, 11:34:49, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4414, loss_cls: 3.7739, loss: 3.7739, grad_norm: 1.0495 2020-07-28 12:51:40,415 - mmaction - INFO - Epoch [42][260/940] lr: 3.509e-01, eta: 1 day, 11:34:31, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2096, top5_acc: 0.4506, loss_cls: 3.7408, loss: 3.7408, grad_norm: 1.0740 2020-07-28 12:51:59,498 - mmaction - INFO - Epoch [42][280/940] lr: 3.509e-01, eta: 1 day, 11:34:10, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4385, loss_cls: 3.7866, loss: 3.7866, grad_norm: 1.0596 2020-07-28 12:52:18,154 - mmaction - INFO - Epoch [42][300/940] lr: 3.509e-01, eta: 1 day, 11:33:47, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4488, loss_cls: 3.7441, loss: 3.7441, grad_norm: 1.0732 2020-07-28 12:52:37,235 - mmaction - INFO - Epoch [42][320/940] lr: 3.509e-01, eta: 1 day, 11:33:25, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4424, loss_cls: 3.7795, loss: 3.7795, grad_norm: 1.0675 2020-07-28 12:52:57,054 - mmaction - INFO - Epoch [42][340/940] lr: 3.509e-01, eta: 1 day, 11:33:06, time: 0.993, data_time: 0.006, memory: 5015, top1_acc: 0.2107, top5_acc: 0.4455, loss_cls: 3.7502, loss: 3.7502, grad_norm: 1.0492 2020-07-28 12:53:15,943 - mmaction - INFO - Epoch [42][360/940] lr: 3.509e-01, eta: 1 day, 11:32:44, time: 0.943, data_time: 0.004, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4406, loss_cls: 3.7895, loss: 3.7895, grad_norm: 1.0387 2020-07-28 12:53:36,220 - mmaction - INFO - Epoch [42][380/940] lr: 3.509e-01, eta: 1 day, 11:32:26, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2090, top5_acc: 0.4338, loss_cls: 3.7847, loss: 3.7847, grad_norm: 1.0421 2020-07-28 12:53:55,405 - mmaction - INFO - Epoch [42][400/940] lr: 3.509e-01, eta: 1 day, 11:32:05, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4465, loss_cls: 3.7531, loss: 3.7531, grad_norm: 1.0650 2020-07-28 12:54:14,485 - mmaction - INFO - Epoch [42][420/940] lr: 3.509e-01, eta: 1 day, 11:31:44, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4480, loss_cls: 3.7799, loss: 3.7799, grad_norm: 1.0780 2020-07-28 12:54:34,493 - mmaction - INFO - Epoch [42][440/940] lr: 3.509e-01, eta: 1 day, 11:31:25, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2020, top5_acc: 0.4471, loss_cls: 3.7779, loss: 3.7779, grad_norm: 1.0591 2020-07-28 12:54:53,835 - mmaction - INFO - Epoch [42][460/940] lr: 3.509e-01, eta: 1 day, 11:31:05, time: 0.966, data_time: 0.006, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4543, loss_cls: 3.7699, loss: 3.7699, grad_norm: 1.0741 2020-07-28 12:55:13,792 - mmaction - INFO - Epoch [42][480/940] lr: 3.509e-01, eta: 1 day, 11:30:46, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4457, loss_cls: 3.7777, loss: 3.7777, grad_norm: 1.0471 2020-07-28 12:55:32,601 - mmaction - INFO - Epoch [42][500/940] lr: 3.509e-01, eta: 1 day, 11:30:24, time: 0.941, data_time: 0.007, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4510, loss_cls: 3.7544, loss: 3.7544, grad_norm: 1.0534 2020-07-28 12:55:52,321 - mmaction - INFO - Epoch [42][520/940] lr: 3.509e-01, eta: 1 day, 11:30:04, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4426, loss_cls: 3.7662, loss: 3.7662, grad_norm: 1.1045 2020-07-28 12:56:11,474 - mmaction - INFO - Epoch [42][540/940] lr: 3.509e-01, eta: 1 day, 11:29:43, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.1977, top5_acc: 0.4266, loss_cls: 3.8712, loss: 3.8712, grad_norm: 1.0475 2020-07-28 12:56:30,415 - mmaction - INFO - Epoch [42][560/940] lr: 3.509e-01, eta: 1 day, 11:29:21, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4395, loss_cls: 3.7982, loss: 3.7982, grad_norm: 1.0430 2020-07-28 12:56:49,141 - mmaction - INFO - Epoch [42][580/940] lr: 3.509e-01, eta: 1 day, 11:28:58, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2057, top5_acc: 0.4445, loss_cls: 3.7565, loss: 3.7565, grad_norm: 1.0650 2020-07-28 12:57:09,210 - mmaction - INFO - Epoch [42][600/940] lr: 3.509e-01, eta: 1 day, 11:28:40, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4465, loss_cls: 3.7561, loss: 3.7561, grad_norm: 1.0567 2020-07-28 12:57:28,925 - mmaction - INFO - Epoch [42][620/940] lr: 3.509e-01, eta: 1 day, 11:28:21, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4418, loss_cls: 3.7477, loss: 3.7477, grad_norm: 1.0547 2020-07-28 12:57:48,004 - mmaction - INFO - Epoch [42][640/940] lr: 3.509e-01, eta: 1 day, 11:27:59, time: 0.954, data_time: 0.002, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4510, loss_cls: 3.6989, loss: 3.6989, grad_norm: 1.0589 2020-07-28 12:58:07,504 - mmaction - INFO - Epoch [42][660/940] lr: 3.509e-01, eta: 1 day, 11:27:39, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4512, loss_cls: 3.7373, loss: 3.7373, grad_norm: 1.0703 2020-07-28 12:58:27,537 - mmaction - INFO - Epoch [42][680/940] lr: 3.509e-01, eta: 1 day, 11:27:21, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4420, loss_cls: 3.7275, loss: 3.7275, grad_norm: 1.0891 2020-07-28 12:58:47,471 - mmaction - INFO - Epoch [42][700/940] lr: 3.509e-01, eta: 1 day, 11:27:02, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4486, loss_cls: 3.7624, loss: 3.7624, grad_norm: 1.0813 2020-07-28 12:59:07,210 - mmaction - INFO - Epoch [42][720/940] lr: 3.509e-01, eta: 1 day, 11:26:43, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4432, loss_cls: 3.7556, loss: 3.7556, grad_norm: 1.0655 2020-07-28 12:59:25,551 - mmaction - INFO - Epoch [42][740/940] lr: 3.509e-01, eta: 1 day, 11:26:19, time: 0.917, data_time: 0.002, memory: 5015, top1_acc: 0.2072, top5_acc: 0.4275, loss_cls: 3.8189, loss: 3.8189, grad_norm: 1.0677 2020-07-28 12:59:44,176 - mmaction - INFO - Epoch [42][760/940] lr: 3.509e-01, eta: 1 day, 11:25:56, time: 0.930, data_time: 0.005, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4443, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0595 2020-07-28 13:00:05,658 - mmaction - INFO - Epoch [42][780/940] lr: 3.509e-01, eta: 1 day, 11:25:40, time: 1.043, data_time: 0.005, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4471, loss_cls: 3.7650, loss: 3.7650, grad_norm: 1.0723 2020-07-28 13:00:26,397 - mmaction - INFO - Epoch [42][800/940] lr: 3.509e-01, eta: 1 day, 11:25:26, time: 1.067, data_time: 0.035, memory: 5015, top1_acc: 0.2086, top5_acc: 0.4357, loss_cls: 3.8089, loss: 3.8089, grad_norm: 1.0671 2020-07-28 13:00:45,133 - mmaction - INFO - Epoch [42][820/940] lr: 3.509e-01, eta: 1 day, 11:25:04, time: 0.937, data_time: 0.007, memory: 5015, top1_acc: 0.1986, top5_acc: 0.4340, loss_cls: 3.7997, loss: 3.7997, grad_norm: 1.0455 2020-07-28 13:01:04,285 - mmaction - INFO - Epoch [42][840/940] lr: 3.509e-01, eta: 1 day, 11:24:43, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4412, loss_cls: 3.7627, loss: 3.7627, grad_norm: 1.0556 2020-07-28 13:01:23,137 - mmaction - INFO - Epoch [42][860/940] lr: 3.509e-01, eta: 1 day, 11:24:20, time: 0.941, data_time: 0.006, memory: 5015, top1_acc: 0.2137, top5_acc: 0.4471, loss_cls: 3.7423, loss: 3.7423, grad_norm: 1.0725 2020-07-28 13:01:41,644 - mmaction - INFO - Epoch [42][880/940] lr: 3.509e-01, eta: 1 day, 11:23:57, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2154, top5_acc: 0.4486, loss_cls: 3.7454, loss: 3.7454, grad_norm: 1.0574 2020-07-28 13:02:00,143 - mmaction - INFO - Epoch [42][900/940] lr: 3.509e-01, eta: 1 day, 11:23:33, time: 0.924, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4443, loss_cls: 3.7628, loss: 3.7628, grad_norm: 1.0584 2020-07-28 13:02:20,227 - mmaction - INFO - Epoch [42][920/940] lr: 3.509e-01, eta: 1 day, 11:23:15, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2223, top5_acc: 0.4469, loss_cls: 3.7467, loss: 3.7467, grad_norm: 1.0633 2020-07-28 13:02:38,481 - mmaction - INFO - Epoch [42][940/940] lr: 3.509e-01, eta: 1 day, 11:22:51, time: 0.912, data_time: 0.002, memory: 5015, top1_acc: 0.2167, top5_acc: 0.4537, loss_cls: 3.7470, loss: 3.7470, grad_norm: 1.0879 2020-07-28 13:02:38,785 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-07-28 13:03:08,851 - mmaction - INFO - Epoch [43][20/940] lr: 3.486e-01, eta: 1 day, 11:22:59, time: 1.407, data_time: 0.452, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4443, loss_cls: 3.7616, loss: 3.7616, grad_norm: 1.0744 2020-07-28 13:03:27,556 - mmaction - INFO - Epoch [43][40/940] lr: 3.486e-01, eta: 1 day, 11:22:37, time: 0.937, data_time: 0.003, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4422, loss_cls: 3.7692, loss: 3.7692, grad_norm: 1.0487 2020-07-28 13:03:46,069 - mmaction - INFO - Epoch [43][60/940] lr: 3.486e-01, eta: 1 day, 11:22:13, time: 0.924, data_time: 0.004, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4543, loss_cls: 3.7249, loss: 3.7249, grad_norm: 1.0572 2020-07-28 13:04:05,084 - mmaction - INFO - Epoch [43][80/940] lr: 3.486e-01, eta: 1 day, 11:21:52, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4641, loss_cls: 3.6873, loss: 3.6873, grad_norm: 1.0685 2020-07-28 13:04:24,986 - mmaction - INFO - Epoch [43][100/940] lr: 3.486e-01, eta: 1 day, 11:21:33, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4523, loss_cls: 3.7406, loss: 3.7406, grad_norm: 1.0630 2020-07-28 13:04:44,301 - mmaction - INFO - Epoch [43][120/940] lr: 3.486e-01, eta: 1 day, 11:21:12, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4459, loss_cls: 3.7388, loss: 3.7388, grad_norm: 1.0701 2020-07-28 13:05:03,181 - mmaction - INFO - Epoch [43][140/940] lr: 3.486e-01, eta: 1 day, 11:20:50, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4520, loss_cls: 3.7310, loss: 3.7310, grad_norm: 1.0970 2020-07-28 13:05:21,950 - mmaction - INFO - Epoch [43][160/940] lr: 3.486e-01, eta: 1 day, 11:20:28, time: 0.939, data_time: 0.002, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4410, loss_cls: 3.8014, loss: 3.8014, grad_norm: 1.0623 2020-07-28 13:05:41,014 - mmaction - INFO - Epoch [43][180/940] lr: 3.486e-01, eta: 1 day, 11:20:06, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4580, loss_cls: 3.7107, loss: 3.7107, grad_norm: 1.0672 2020-07-28 13:05:59,780 - mmaction - INFO - Epoch [43][200/940] lr: 3.486e-01, eta: 1 day, 11:19:44, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4416, loss_cls: 3.7893, loss: 3.7893, grad_norm: 1.0728 2020-07-28 13:06:18,923 - mmaction - INFO - Epoch [43][220/940] lr: 3.486e-01, eta: 1 day, 11:19:22, time: 0.956, data_time: 0.004, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4416, loss_cls: 3.7582, loss: 3.7582, grad_norm: 1.0579 2020-07-28 13:06:38,055 - mmaction - INFO - Epoch [43][240/940] lr: 3.486e-01, eta: 1 day, 11:19:01, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2029, top5_acc: 0.4344, loss_cls: 3.8156, loss: 3.8156, grad_norm: 1.0443 2020-07-28 13:06:57,318 - mmaction - INFO - Epoch [43][260/940] lr: 3.486e-01, eta: 1 day, 11:18:40, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4547, loss_cls: 3.7257, loss: 3.7257, grad_norm: 1.0875 2020-07-28 13:07:16,141 - mmaction - INFO - Epoch [43][280/940] lr: 3.486e-01, eta: 1 day, 11:18:18, time: 0.943, data_time: 0.006, memory: 5015, top1_acc: 0.2223, top5_acc: 0.4551, loss_cls: 3.7451, loss: 3.7451, grad_norm: 1.0718 2020-07-28 13:07:35,464 - mmaction - INFO - Epoch [43][300/940] lr: 3.486e-01, eta: 1 day, 11:17:57, time: 0.964, data_time: 0.004, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4430, loss_cls: 3.7670, loss: 3.7670, grad_norm: 1.0581 2020-07-28 13:07:54,406 - mmaction - INFO - Epoch [43][320/940] lr: 3.486e-01, eta: 1 day, 11:17:35, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4416, loss_cls: 3.7766, loss: 3.7766, grad_norm: 1.0605 2020-07-28 13:08:14,055 - mmaction - INFO - Epoch [43][340/940] lr: 3.486e-01, eta: 1 day, 11:17:16, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2023, top5_acc: 0.4439, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.0783 2020-07-28 13:08:33,526 - mmaction - INFO - Epoch [43][360/940] lr: 3.486e-01, eta: 1 day, 11:16:56, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2070, top5_acc: 0.4287, loss_cls: 3.8137, loss: 3.8137, grad_norm: 1.0817 2020-07-28 13:08:52,553 - mmaction - INFO - Epoch [43][380/940] lr: 3.486e-01, eta: 1 day, 11:16:34, time: 0.951, data_time: 0.007, memory: 5015, top1_acc: 0.2014, top5_acc: 0.4254, loss_cls: 3.8441, loss: 3.8441, grad_norm: 1.0624 2020-07-28 13:09:12,072 - mmaction - INFO - Epoch [43][400/940] lr: 3.486e-01, eta: 1 day, 11:16:14, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2035, top5_acc: 0.4461, loss_cls: 3.7730, loss: 3.7730, grad_norm: 1.0785 2020-07-28 13:09:31,749 - mmaction - INFO - Epoch [43][420/940] lr: 3.486e-01, eta: 1 day, 11:15:54, time: 0.981, data_time: 0.004, memory: 5015, top1_acc: 0.2260, top5_acc: 0.4594, loss_cls: 3.7128, loss: 3.7128, grad_norm: 1.0541 2020-07-28 13:09:50,945 - mmaction - INFO - Epoch [43][440/940] lr: 3.486e-01, eta: 1 day, 11:15:33, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2049, top5_acc: 0.4463, loss_cls: 3.8013, loss: 3.8013, grad_norm: 1.0722 2020-07-28 13:10:10,008 - mmaction - INFO - Epoch [43][460/940] lr: 3.486e-01, eta: 1 day, 11:15:12, time: 0.953, data_time: 0.006, memory: 5015, top1_acc: 0.2012, top5_acc: 0.4234, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.0643 2020-07-28 13:10:29,462 - mmaction - INFO - Epoch [43][480/940] lr: 3.486e-01, eta: 1 day, 11:14:52, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2082, top5_acc: 0.4369, loss_cls: 3.7900, loss: 3.7900, grad_norm: 1.0642 2020-07-28 13:10:48,281 - mmaction - INFO - Epoch [43][500/940] lr: 3.486e-01, eta: 1 day, 11:14:29, time: 0.941, data_time: 0.002, memory: 5015, top1_acc: 0.2096, top5_acc: 0.4434, loss_cls: 3.7920, loss: 3.7920, grad_norm: 1.0495 2020-07-28 13:11:06,773 - mmaction - INFO - Epoch [43][520/940] lr: 3.486e-01, eta: 1 day, 11:14:06, time: 0.925, data_time: 0.004, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4568, loss_cls: 3.7198, loss: 3.7198, grad_norm: 1.0784 2020-07-28 13:11:26,132 - mmaction - INFO - Epoch [43][540/940] lr: 3.486e-01, eta: 1 day, 11:13:45, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4480, loss_cls: 3.7757, loss: 3.7757, grad_norm: 1.0652 2020-07-28 13:11:45,862 - mmaction - INFO - Epoch [43][560/940] lr: 3.486e-01, eta: 1 day, 11:13:26, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2057, top5_acc: 0.4352, loss_cls: 3.7933, loss: 3.7933, grad_norm: 1.0748 2020-07-28 13:12:05,403 - mmaction - INFO - Epoch [43][580/940] lr: 3.486e-01, eta: 1 day, 11:13:06, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.2021, top5_acc: 0.4428, loss_cls: 3.7654, loss: 3.7654, grad_norm: 1.0483 2020-07-28 13:12:24,861 - mmaction - INFO - Epoch [43][600/940] lr: 3.486e-01, eta: 1 day, 11:12:46, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4521, loss_cls: 3.6925, loss: 3.6925, grad_norm: 1.0674 2020-07-28 13:12:44,669 - mmaction - INFO - Epoch [43][620/940] lr: 3.486e-01, eta: 1 day, 11:12:27, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.2094, top5_acc: 0.4371, loss_cls: 3.7944, loss: 3.7944, grad_norm: 1.0725 2020-07-28 13:13:03,662 - mmaction - INFO - Epoch [43][640/940] lr: 3.486e-01, eta: 1 day, 11:12:05, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.2121, top5_acc: 0.4406, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.0490 2020-07-28 13:13:23,022 - mmaction - INFO - Epoch [43][660/940] lr: 3.486e-01, eta: 1 day, 11:11:45, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4520, loss_cls: 3.7319, loss: 3.7319, grad_norm: 1.0609 2020-07-28 13:13:42,183 - mmaction - INFO - Epoch [43][680/940] lr: 3.486e-01, eta: 1 day, 11:11:23, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4479, loss_cls: 3.7689, loss: 3.7689, grad_norm: 1.0543 2020-07-28 13:14:01,678 - mmaction - INFO - Epoch [43][700/940] lr: 3.486e-01, eta: 1 day, 11:11:03, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2059, top5_acc: 0.4303, loss_cls: 3.8090, loss: 3.8090, grad_norm: 1.0665 2020-07-28 13:14:21,184 - mmaction - INFO - Epoch [43][720/940] lr: 3.486e-01, eta: 1 day, 11:10:43, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2078, top5_acc: 0.4301, loss_cls: 3.8005, loss: 3.8005, grad_norm: 1.0492 2020-07-28 13:14:40,255 - mmaction - INFO - Epoch [43][740/940] lr: 3.486e-01, eta: 1 day, 11:10:22, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4525, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.0557 2020-07-28 13:14:59,362 - mmaction - INFO - Epoch [43][760/940] lr: 3.486e-01, eta: 1 day, 11:10:01, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4605, loss_cls: 3.7167, loss: 3.7167, grad_norm: 1.1110 2020-07-28 13:15:19,194 - mmaction - INFO - Epoch [43][780/940] lr: 3.486e-01, eta: 1 day, 11:09:42, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4445, loss_cls: 3.7492, loss: 3.7492, grad_norm: 1.0847 2020-07-28 13:15:38,743 - mmaction - INFO - Epoch [43][800/940] lr: 3.486e-01, eta: 1 day, 11:09:22, time: 0.977, data_time: 0.007, memory: 5015, top1_acc: 0.2119, top5_acc: 0.4473, loss_cls: 3.7509, loss: 3.7509, grad_norm: 1.0779 2020-07-28 13:15:57,244 - mmaction - INFO - Epoch [43][820/940] lr: 3.486e-01, eta: 1 day, 11:08:58, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2195, top5_acc: 0.4461, loss_cls: 3.7450, loss: 3.7450, grad_norm: 1.0553 2020-07-28 13:16:15,884 - mmaction - INFO - Epoch [43][840/940] lr: 3.486e-01, eta: 1 day, 11:08:36, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4484, loss_cls: 3.7713, loss: 3.7713, grad_norm: 1.0925 2020-07-28 13:16:35,852 - mmaction - INFO - Epoch [43][860/940] lr: 3.486e-01, eta: 1 day, 11:08:17, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2074, top5_acc: 0.4398, loss_cls: 3.7727, loss: 3.7727, grad_norm: 1.0369 2020-07-28 13:16:55,251 - mmaction - INFO - Epoch [43][880/940] lr: 3.486e-01, eta: 1 day, 11:07:57, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2027, top5_acc: 0.4373, loss_cls: 3.8025, loss: 3.8025, grad_norm: 1.0772 2020-07-28 13:17:15,061 - mmaction - INFO - Epoch [43][900/940] lr: 3.486e-01, eta: 1 day, 11:07:38, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2182, top5_acc: 0.4480, loss_cls: 3.7666, loss: 3.7666, grad_norm: 1.0749 2020-07-28 13:17:33,658 - mmaction - INFO - Epoch [43][920/940] lr: 3.486e-01, eta: 1 day, 11:07:15, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4459, loss_cls: 3.7516, loss: 3.7516, grad_norm: 1.0746 2020-07-28 13:17:51,531 - mmaction - INFO - Epoch [43][940/940] lr: 3.486e-01, eta: 1 day, 11:06:49, time: 0.895, data_time: 0.005, memory: 5015, top1_acc: 0.2070, top5_acc: 0.4312, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.0735 2020-07-28 13:17:51,806 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-07-28 13:18:18,074 - mmaction - INFO - Epoch [44][20/940] lr: 3.463e-01, eta: 1 day, 11:06:42, time: 1.166, data_time: 0.263, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4461, loss_cls: 3.7628, loss: 3.7628, grad_norm: 1.0803 2020-07-28 13:18:36,711 - mmaction - INFO - Epoch [44][40/940] lr: 3.463e-01, eta: 1 day, 11:06:19, time: 0.934, data_time: 0.006, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4504, loss_cls: 3.7433, loss: 3.7433, grad_norm: 1.0715 2020-07-28 13:18:55,716 - mmaction - INFO - Epoch [44][60/940] lr: 3.463e-01, eta: 1 day, 11:05:57, time: 0.949, data_time: 0.004, memory: 5015, top1_acc: 0.2221, top5_acc: 0.4463, loss_cls: 3.7543, loss: 3.7543, grad_norm: 1.0925 2020-07-28 13:19:14,280 - mmaction - INFO - Epoch [44][80/940] lr: 3.463e-01, eta: 1 day, 11:05:34, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2164, top5_acc: 0.4486, loss_cls: 3.7504, loss: 3.7504, grad_norm: 1.0527 2020-07-28 13:19:34,344 - mmaction - INFO - Epoch [44][100/940] lr: 3.463e-01, eta: 1 day, 11:05:16, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2039, top5_acc: 0.4490, loss_cls: 3.7664, loss: 3.7664, grad_norm: 1.0849 2020-07-28 13:19:54,628 - mmaction - INFO - Epoch [44][120/940] lr: 3.463e-01, eta: 1 day, 11:04:58, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4562, loss_cls: 3.7027, loss: 3.7027, grad_norm: 1.0847 2020-07-28 13:20:13,313 - mmaction - INFO - Epoch [44][140/940] lr: 3.463e-01, eta: 1 day, 11:04:36, time: 0.932, data_time: 0.004, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4484, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.1101 2020-07-28 13:20:33,151 - mmaction - INFO - Epoch [44][160/940] lr: 3.463e-01, eta: 1 day, 11:04:17, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4500, loss_cls: 3.7349, loss: 3.7349, grad_norm: 1.0810 2020-07-28 13:20:51,884 - mmaction - INFO - Epoch [44][180/940] lr: 3.463e-01, eta: 1 day, 11:03:54, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4391, loss_cls: 3.7651, loss: 3.7651, grad_norm: 1.0585 2020-07-28 13:21:10,842 - mmaction - INFO - Epoch [44][200/940] lr: 3.463e-01, eta: 1 day, 11:03:33, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2189, top5_acc: 0.4539, loss_cls: 3.7074, loss: 3.7074, grad_norm: 1.0691 2020-07-28 13:21:30,140 - mmaction - INFO - Epoch [44][220/940] lr: 3.463e-01, eta: 1 day, 11:03:12, time: 0.965, data_time: 0.004, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4584, loss_cls: 3.7017, loss: 3.7017, grad_norm: 1.0631 2020-07-28 13:21:49,034 - mmaction - INFO - Epoch [44][240/940] lr: 3.463e-01, eta: 1 day, 11:02:50, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4545, loss_cls: 3.7338, loss: 3.7338, grad_norm: 1.0990 2020-07-28 13:22:08,233 - mmaction - INFO - Epoch [44][260/940] lr: 3.463e-01, eta: 1 day, 11:02:29, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4549, loss_cls: 3.7048, loss: 3.7048, grad_norm: 1.0886 2020-07-28 13:22:27,817 - mmaction - INFO - Epoch [44][280/940] lr: 3.463e-01, eta: 1 day, 11:02:09, time: 0.981, data_time: 0.006, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4480, loss_cls: 3.7549, loss: 3.7549, grad_norm: 1.0768 2020-07-28 13:22:48,098 - mmaction - INFO - Epoch [44][300/940] lr: 3.463e-01, eta: 1 day, 11:01:52, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4414, loss_cls: 3.7767, loss: 3.7767, grad_norm: 1.0942 2020-07-28 13:23:07,322 - mmaction - INFO - Epoch [44][320/940] lr: 3.463e-01, eta: 1 day, 11:01:31, time: 0.961, data_time: 0.004, memory: 5015, top1_acc: 0.2121, top5_acc: 0.4527, loss_cls: 3.7590, loss: 3.7590, grad_norm: 1.0979 2020-07-28 13:23:26,440 - mmaction - INFO - Epoch [44][340/940] lr: 3.463e-01, eta: 1 day, 11:01:09, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4484, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0628 2020-07-28 13:23:44,745 - mmaction - INFO - Epoch [44][360/940] lr: 3.463e-01, eta: 1 day, 11:00:46, time: 0.917, data_time: 0.005, memory: 5015, top1_acc: 0.2203, top5_acc: 0.4533, loss_cls: 3.7163, loss: 3.7163, grad_norm: 1.0759 2020-07-28 13:24:04,082 - mmaction - INFO - Epoch [44][380/940] lr: 3.463e-01, eta: 1 day, 11:00:25, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4473, loss_cls: 3.7670, loss: 3.7670, grad_norm: 1.0506 2020-07-28 13:24:22,296 - mmaction - INFO - Epoch [44][400/940] lr: 3.463e-01, eta: 1 day, 11:00:01, time: 0.911, data_time: 0.002, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4498, loss_cls: 3.7775, loss: 3.7775, grad_norm: 1.0793 2020-07-28 13:24:42,193 - mmaction - INFO - Epoch [44][420/940] lr: 3.463e-01, eta: 1 day, 10:59:42, time: 0.993, data_time: 0.004, memory: 5015, top1_acc: 0.2035, top5_acc: 0.4361, loss_cls: 3.7799, loss: 3.7799, grad_norm: 1.0725 2020-07-28 13:25:00,357 - mmaction - INFO - Epoch [44][440/940] lr: 3.463e-01, eta: 1 day, 10:59:18, time: 0.910, data_time: 0.005, memory: 5015, top1_acc: 0.2203, top5_acc: 0.4453, loss_cls: 3.7837, loss: 3.7837, grad_norm: 1.0691 2020-07-28 13:25:20,146 - mmaction - INFO - Epoch [44][460/940] lr: 3.463e-01, eta: 1 day, 10:58:59, time: 0.987, data_time: 0.004, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4338, loss_cls: 3.8226, loss: 3.8226, grad_norm: 1.0593 2020-07-28 13:25:39,629 - mmaction - INFO - Epoch [44][480/940] lr: 3.463e-01, eta: 1 day, 10:58:39, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4502, loss_cls: 3.7245, loss: 3.7245, grad_norm: 1.0735 2020-07-28 13:25:58,930 - mmaction - INFO - Epoch [44][500/940] lr: 3.463e-01, eta: 1 day, 10:58:18, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2066, top5_acc: 0.4369, loss_cls: 3.7801, loss: 3.7801, grad_norm: 1.0790 2020-07-28 13:26:17,630 - mmaction - INFO - Epoch [44][520/940] lr: 3.463e-01, eta: 1 day, 10:57:56, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4492, loss_cls: 3.7320, loss: 3.7320, grad_norm: 1.0601 2020-07-28 13:26:37,374 - mmaction - INFO - Epoch [44][540/940] lr: 3.463e-01, eta: 1 day, 10:57:36, time: 0.986, data_time: 0.004, memory: 5015, top1_acc: 0.2137, top5_acc: 0.4561, loss_cls: 3.7423, loss: 3.7423, grad_norm: 1.0591 2020-07-28 13:26:56,228 - mmaction - INFO - Epoch [44][560/940] lr: 3.463e-01, eta: 1 day, 10:57:14, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4398, loss_cls: 3.8037, loss: 3.8037, grad_norm: 1.0614 2020-07-28 13:27:14,606 - mmaction - INFO - Epoch [44][580/940] lr: 3.463e-01, eta: 1 day, 10:56:50, time: 0.917, data_time: 0.005, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4566, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.0537 2020-07-28 13:27:33,998 - mmaction - INFO - Epoch [44][600/940] lr: 3.463e-01, eta: 1 day, 10:56:30, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4496, loss_cls: 3.7398, loss: 3.7398, grad_norm: 1.0729 2020-07-28 13:27:52,956 - mmaction - INFO - Epoch [44][620/940] lr: 3.463e-01, eta: 1 day, 10:56:09, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2107, top5_acc: 0.4436, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.0757 2020-07-28 13:28:12,766 - mmaction - INFO - Epoch [44][640/940] lr: 3.463e-01, eta: 1 day, 10:55:50, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.2072, top5_acc: 0.4381, loss_cls: 3.7768, loss: 3.7768, grad_norm: 1.0574 2020-07-28 13:28:31,362 - mmaction - INFO - Epoch [44][660/940] lr: 3.463e-01, eta: 1 day, 10:55:27, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4406, loss_cls: 3.7703, loss: 3.7703, grad_norm: 1.0692 2020-07-28 13:28:50,116 - mmaction - INFO - Epoch [44][680/940] lr: 3.463e-01, eta: 1 day, 10:55:04, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.1961, top5_acc: 0.4420, loss_cls: 3.7769, loss: 3.7769, grad_norm: 1.0519 2020-07-28 13:29:10,092 - mmaction - INFO - Epoch [44][700/940] lr: 3.463e-01, eta: 1 day, 10:54:46, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4574, loss_cls: 3.7189, loss: 3.7189, grad_norm: 1.0893 2020-07-28 13:29:29,621 - mmaction - INFO - Epoch [44][720/940] lr: 3.463e-01, eta: 1 day, 10:54:26, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2189, top5_acc: 0.4541, loss_cls: 3.7408, loss: 3.7408, grad_norm: 1.0651 2020-07-28 13:29:48,189 - mmaction - INFO - Epoch [44][740/940] lr: 3.463e-01, eta: 1 day, 10:54:03, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4367, loss_cls: 3.7758, loss: 3.7758, grad_norm: 1.0733 2020-07-28 13:30:08,403 - mmaction - INFO - Epoch [44][760/940] lr: 3.463e-01, eta: 1 day, 10:53:45, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4463, loss_cls: 3.7658, loss: 3.7658, grad_norm: 1.0743 2020-07-28 13:30:26,912 - mmaction - INFO - Epoch [44][780/940] lr: 3.463e-01, eta: 1 day, 10:53:22, time: 0.925, data_time: 0.002, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4486, loss_cls: 3.7837, loss: 3.7837, grad_norm: 1.0924 2020-07-28 13:30:46,725 - mmaction - INFO - Epoch [44][800/940] lr: 3.463e-01, eta: 1 day, 10:53:03, time: 0.989, data_time: 0.004, memory: 5015, top1_acc: 0.2137, top5_acc: 0.4510, loss_cls: 3.7418, loss: 3.7418, grad_norm: 1.0903 2020-07-28 13:31:05,084 - mmaction - INFO - Epoch [44][820/940] lr: 3.463e-01, eta: 1 day, 10:52:39, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4437, loss_cls: 3.7648, loss: 3.7648, grad_norm: 1.0676 2020-07-28 13:31:24,440 - mmaction - INFO - Epoch [44][840/940] lr: 3.463e-01, eta: 1 day, 10:52:19, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4537, loss_cls: 3.7403, loss: 3.7403, grad_norm: 1.0839 2020-07-28 13:31:42,847 - mmaction - INFO - Epoch [44][860/940] lr: 3.463e-01, eta: 1 day, 10:51:56, time: 0.922, data_time: 0.005, memory: 5015, top1_acc: 0.2076, top5_acc: 0.4318, loss_cls: 3.8056, loss: 3.8056, grad_norm: 1.0867 2020-07-28 13:32:01,896 - mmaction - INFO - Epoch [44][880/940] lr: 3.463e-01, eta: 1 day, 10:51:34, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2121, top5_acc: 0.4430, loss_cls: 3.7481, loss: 3.7481, grad_norm: 1.0962 2020-07-28 13:32:21,987 - mmaction - INFO - Epoch [44][900/940] lr: 3.463e-01, eta: 1 day, 10:51:16, time: 1.006, data_time: 0.006, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4645, loss_cls: 3.6840, loss: 3.6840, grad_norm: 1.0679 2020-07-28 13:32:40,766 - mmaction - INFO - Epoch [44][920/940] lr: 3.463e-01, eta: 1 day, 10:50:54, time: 0.939, data_time: 0.002, memory: 5015, top1_acc: 0.2072, top5_acc: 0.4377, loss_cls: 3.7803, loss: 3.7803, grad_norm: 1.0795 2020-07-28 13:32:59,321 - mmaction - INFO - Epoch [44][940/940] lr: 3.463e-01, eta: 1 day, 10:50:31, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2185, top5_acc: 0.4513, loss_cls: 3.7356, loss: 3.7356, grad_norm: 1.0617 2020-07-28 13:32:59,628 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-28 13:33:27,029 - mmaction - INFO - Epoch [45][20/940] lr: 3.439e-01, eta: 1 day, 10:50:26, time: 1.226, data_time: 0.259, memory: 5015, top1_acc: 0.2053, top5_acc: 0.4402, loss_cls: 3.7957, loss: 3.7957, grad_norm: 1.0748 2020-07-28 13:33:45,057 - mmaction - INFO - Epoch [45][40/940] lr: 3.439e-01, eta: 1 day, 10:50:02, time: 0.900, data_time: 0.004, memory: 5015, top1_acc: 0.2068, top5_acc: 0.4375, loss_cls: 3.7886, loss: 3.7886, grad_norm: 1.0954 2020-07-28 13:34:03,808 - mmaction - INFO - Epoch [45][60/940] lr: 3.439e-01, eta: 1 day, 10:49:39, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2184, top5_acc: 0.4469, loss_cls: 3.7481, loss: 3.7481, grad_norm: 1.0756 2020-07-28 13:34:22,730 - mmaction - INFO - Epoch [45][80/940] lr: 3.439e-01, eta: 1 day, 10:49:17, time: 0.945, data_time: 0.004, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4617, loss_cls: 3.7010, loss: 3.7010, grad_norm: 1.0692 2020-07-28 13:34:41,391 - mmaction - INFO - Epoch [45][100/940] lr: 3.439e-01, eta: 1 day, 10:48:55, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4584, loss_cls: 3.7486, loss: 3.7486, grad_norm: 1.0873 2020-07-28 13:35:01,187 - mmaction - INFO - Epoch [45][120/940] lr: 3.439e-01, eta: 1 day, 10:48:36, time: 0.987, data_time: 0.004, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4578, loss_cls: 3.7345, loss: 3.7345, grad_norm: 1.0705 2020-07-28 13:35:20,154 - mmaction - INFO - Epoch [45][140/940] lr: 3.439e-01, eta: 1 day, 10:48:14, time: 0.951, data_time: 0.006, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4598, loss_cls: 3.7345, loss: 3.7345, grad_norm: 1.0872 2020-07-28 13:35:39,134 - mmaction - INFO - Epoch [45][160/940] lr: 3.439e-01, eta: 1 day, 10:47:53, time: 0.947, data_time: 0.004, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4430, loss_cls: 3.7778, loss: 3.7778, grad_norm: 1.0935 2020-07-28 13:35:57,866 - mmaction - INFO - Epoch [45][180/940] lr: 3.439e-01, eta: 1 day, 10:47:30, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4385, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.0689 2020-07-28 13:36:16,419 - mmaction - INFO - Epoch [45][200/940] lr: 3.439e-01, eta: 1 day, 10:47:07, time: 0.926, data_time: 0.007, memory: 5015, top1_acc: 0.2156, top5_acc: 0.4498, loss_cls: 3.7405, loss: 3.7405, grad_norm: 1.0732 2020-07-28 13:36:35,514 - mmaction - INFO - Epoch [45][220/940] lr: 3.439e-01, eta: 1 day, 10:46:46, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4496, loss_cls: 3.7352, loss: 3.7352, grad_norm: 1.0740 2020-07-28 13:36:53,958 - mmaction - INFO - Epoch [45][240/940] lr: 3.439e-01, eta: 1 day, 10:46:23, time: 0.921, data_time: 0.005, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4480, loss_cls: 3.7429, loss: 3.7429, grad_norm: 1.0818 2020-07-28 13:37:12,323 - mmaction - INFO - Epoch [45][260/940] lr: 3.439e-01, eta: 1 day, 10:45:59, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.2078, top5_acc: 0.4459, loss_cls: 3.7713, loss: 3.7713, grad_norm: 1.0789 2020-07-28 13:37:30,836 - mmaction - INFO - Epoch [45][280/940] lr: 3.439e-01, eta: 1 day, 10:45:36, time: 0.924, data_time: 0.005, memory: 5015, top1_acc: 0.2203, top5_acc: 0.4418, loss_cls: 3.7470, loss: 3.7470, grad_norm: 1.0887 2020-07-28 13:37:50,510 - mmaction - INFO - Epoch [45][300/940] lr: 3.439e-01, eta: 1 day, 10:45:17, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4580, loss_cls: 3.7461, loss: 3.7461, grad_norm: 1.0858 2020-07-28 13:38:09,401 - mmaction - INFO - Epoch [45][320/940] lr: 3.439e-01, eta: 1 day, 10:44:55, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4461, loss_cls: 3.7449, loss: 3.7449, grad_norm: 1.1219 2020-07-28 13:38:29,268 - mmaction - INFO - Epoch [45][340/940] lr: 3.439e-01, eta: 1 day, 10:44:36, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4502, loss_cls: 3.7594, loss: 3.7594, grad_norm: 1.0778 2020-07-28 13:38:48,990 - mmaction - INFO - Epoch [45][360/940] lr: 3.439e-01, eta: 1 day, 10:44:17, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4549, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.0906 2020-07-28 13:39:07,775 - mmaction - INFO - Epoch [45][380/940] lr: 3.439e-01, eta: 1 day, 10:43:55, time: 0.942, data_time: 0.006, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4496, loss_cls: 3.7258, loss: 3.7258, grad_norm: 1.0744 2020-07-28 13:39:27,155 - mmaction - INFO - Epoch [45][400/940] lr: 3.439e-01, eta: 1 day, 10:43:34, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4467, loss_cls: 3.7244, loss: 3.7244, grad_norm: 1.1009 2020-07-28 13:39:46,294 - mmaction - INFO - Epoch [45][420/940] lr: 3.439e-01, eta: 1 day, 10:43:13, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2277, top5_acc: 0.4602, loss_cls: 3.7052, loss: 3.7052, grad_norm: 1.0919 2020-07-28 13:40:04,805 - mmaction - INFO - Epoch [45][440/940] lr: 3.439e-01, eta: 1 day, 10:42:50, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2225, top5_acc: 0.4598, loss_cls: 3.7170, loss: 3.7170, grad_norm: 1.0866 2020-07-28 13:40:23,363 - mmaction - INFO - Epoch [45][460/940] lr: 3.439e-01, eta: 1 day, 10:42:27, time: 0.928, data_time: 0.002, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4678, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.0799 2020-07-28 13:40:42,511 - mmaction - INFO - Epoch [45][480/940] lr: 3.439e-01, eta: 1 day, 10:42:06, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4488, loss_cls: 3.7565, loss: 3.7565, grad_norm: 1.0921 2020-07-28 13:41:01,690 - mmaction - INFO - Epoch [45][500/940] lr: 3.439e-01, eta: 1 day, 10:41:45, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4437, loss_cls: 3.7474, loss: 3.7474, grad_norm: 1.1037 2020-07-28 13:41:20,694 - mmaction - INFO - Epoch [45][520/940] lr: 3.439e-01, eta: 1 day, 10:41:24, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4607, loss_cls: 3.7125, loss: 3.7125, grad_norm: 1.0592 2020-07-28 13:41:41,144 - mmaction - INFO - Epoch [45][540/940] lr: 3.439e-01, eta: 1 day, 10:41:07, time: 1.025, data_time: 0.006, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4582, loss_cls: 3.7069, loss: 3.7069, grad_norm: 1.0883 2020-07-28 13:41:59,450 - mmaction - INFO - Epoch [45][560/940] lr: 3.439e-01, eta: 1 day, 10:40:43, time: 0.914, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4441, loss_cls: 3.7852, loss: 3.7852, grad_norm: 1.0671 2020-07-28 13:42:17,807 - mmaction - INFO - Epoch [45][580/940] lr: 3.439e-01, eta: 1 day, 10:40:20, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4453, loss_cls: 3.7368, loss: 3.7368, grad_norm: 1.0700 2020-07-28 13:42:37,153 - mmaction - INFO - Epoch [45][600/940] lr: 3.439e-01, eta: 1 day, 10:39:59, time: 0.967, data_time: 0.006, memory: 5015, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.7505, loss: 3.7505, grad_norm: 1.0689 2020-07-28 13:42:56,509 - mmaction - INFO - Epoch [45][620/940] lr: 3.439e-01, eta: 1 day, 10:39:39, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.2119, top5_acc: 0.4373, loss_cls: 3.7778, loss: 3.7778, grad_norm: 1.0888 2020-07-28 13:43:14,734 - mmaction - INFO - Epoch [45][640/940] lr: 3.439e-01, eta: 1 day, 10:39:15, time: 0.911, data_time: 0.002, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4582, loss_cls: 3.7302, loss: 3.7302, grad_norm: 1.0930 2020-07-28 13:43:33,155 - mmaction - INFO - Epoch [45][660/940] lr: 3.439e-01, eta: 1 day, 10:38:52, time: 0.921, data_time: 0.003, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4576, loss_cls: 3.7051, loss: 3.7051, grad_norm: 1.0766 2020-07-28 13:43:52,734 - mmaction - INFO - Epoch [45][680/940] lr: 3.439e-01, eta: 1 day, 10:38:32, time: 0.979, data_time: 0.003, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4547, loss_cls: 3.7411, loss: 3.7411, grad_norm: 1.0615 2020-07-28 13:44:12,222 - mmaction - INFO - Epoch [45][700/940] lr: 3.439e-01, eta: 1 day, 10:38:12, time: 0.974, data_time: 0.002, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4553, loss_cls: 3.6962, loss: 3.6962, grad_norm: 1.0564 2020-07-28 13:44:31,543 - mmaction - INFO - Epoch [45][720/940] lr: 3.439e-01, eta: 1 day, 10:37:52, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4510, loss_cls: 3.7651, loss: 3.7651, grad_norm: 1.0724 2020-07-28 13:44:50,707 - mmaction - INFO - Epoch [45][740/940] lr: 3.439e-01, eta: 1 day, 10:37:31, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2090, top5_acc: 0.4418, loss_cls: 3.7913, loss: 3.7913, grad_norm: 1.0748 2020-07-28 13:45:09,915 - mmaction - INFO - Epoch [45][760/940] lr: 3.439e-01, eta: 1 day, 10:37:10, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2217, top5_acc: 0.4523, loss_cls: 3.7305, loss: 3.7305, grad_norm: 1.0913 2020-07-28 13:45:29,007 - mmaction - INFO - Epoch [45][780/940] lr: 3.439e-01, eta: 1 day, 10:36:49, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4514, loss_cls: 3.7427, loss: 3.7427, grad_norm: 1.1050 2020-07-28 13:45:47,872 - mmaction - INFO - Epoch [45][800/940] lr: 3.439e-01, eta: 1 day, 10:36:27, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4426, loss_cls: 3.7255, loss: 3.7255, grad_norm: 1.0752 2020-07-28 13:46:06,728 - mmaction - INFO - Epoch [45][820/940] lr: 3.439e-01, eta: 1 day, 10:36:05, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2109, top5_acc: 0.4395, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.0854 2020-07-28 13:46:26,824 - mmaction - INFO - Epoch [45][840/940] lr: 3.439e-01, eta: 1 day, 10:35:47, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.1994, top5_acc: 0.4406, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.0734 2020-07-28 13:46:45,421 - mmaction - INFO - Epoch [45][860/940] lr: 3.439e-01, eta: 1 day, 10:35:24, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.2053, top5_acc: 0.4383, loss_cls: 3.7989, loss: 3.7989, grad_norm: 1.0539 2020-07-28 13:47:05,155 - mmaction - INFO - Epoch [45][880/940] lr: 3.439e-01, eta: 1 day, 10:35:05, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4498, loss_cls: 3.7312, loss: 3.7312, grad_norm: 1.0663 2020-07-28 13:47:23,806 - mmaction - INFO - Epoch [45][900/940] lr: 3.439e-01, eta: 1 day, 10:34:42, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2203, top5_acc: 0.4432, loss_cls: 3.7873, loss: 3.7873, grad_norm: 1.0756 2020-07-28 13:47:42,827 - mmaction - INFO - Epoch [45][920/940] lr: 3.439e-01, eta: 1 day, 10:34:21, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2100, top5_acc: 0.4428, loss_cls: 3.8034, loss: 3.8034, grad_norm: 1.0862 2020-07-28 13:48:00,172 - mmaction - INFO - Epoch [45][940/940] lr: 3.439e-01, eta: 1 day, 10:33:55, time: 0.869, data_time: 0.005, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4432, loss_cls: 3.7945, loss: 3.7945, grad_norm: 1.0910 2020-07-28 13:48:00,416 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-28 13:48:27,484 - mmaction - INFO - Epoch [46][20/940] lr: 3.414e-01, eta: 1 day, 10:33:46, time: 1.158, data_time: 0.207, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4518, loss_cls: 3.6901, loss: 3.6901, grad_norm: 1.0773 2020-07-28 13:48:45,769 - mmaction - INFO - Epoch [46][40/940] lr: 3.414e-01, eta: 1 day, 10:33:22, time: 0.916, data_time: 0.005, memory: 5015, top1_acc: 0.2105, top5_acc: 0.4432, loss_cls: 3.7520, loss: 3.7520, grad_norm: 1.0899 2020-07-28 13:49:04,294 - mmaction - INFO - Epoch [46][60/940] lr: 3.414e-01, eta: 1 day, 10:32:59, time: 0.925, data_time: 0.004, memory: 5015, top1_acc: 0.2104, top5_acc: 0.4424, loss_cls: 3.7747, loss: 3.7747, grad_norm: 1.0526 2020-07-28 13:49:23,620 - mmaction - INFO - Epoch [46][80/940] lr: 3.414e-01, eta: 1 day, 10:32:39, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2285, top5_acc: 0.4652, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.0799 2020-07-28 13:49:42,316 - mmaction - INFO - Epoch [46][100/940] lr: 3.414e-01, eta: 1 day, 10:32:16, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.2055, top5_acc: 0.4457, loss_cls: 3.7530, loss: 3.7530, grad_norm: 1.0969 2020-07-28 13:50:00,945 - mmaction - INFO - Epoch [46][120/940] lr: 3.414e-01, eta: 1 day, 10:31:54, time: 0.932, data_time: 0.002, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4498, loss_cls: 3.7454, loss: 3.7454, grad_norm: 1.0948 2020-07-28 13:50:20,329 - mmaction - INFO - Epoch [46][140/940] lr: 3.414e-01, eta: 1 day, 10:31:33, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2182, top5_acc: 0.4424, loss_cls: 3.7325, loss: 3.7325, grad_norm: 1.0646 2020-07-28 13:50:39,303 - mmaction - INFO - Epoch [46][160/940] lr: 3.414e-01, eta: 1 day, 10:31:12, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4551, loss_cls: 3.7259, loss: 3.7259, grad_norm: 1.0935 2020-07-28 13:50:59,397 - mmaction - INFO - Epoch [46][180/940] lr: 3.414e-01, eta: 1 day, 10:30:54, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4479, loss_cls: 3.7276, loss: 3.7276, grad_norm: 1.0903 2020-07-28 13:51:18,517 - mmaction - INFO - Epoch [46][200/940] lr: 3.414e-01, eta: 1 day, 10:30:33, time: 0.958, data_time: 0.006, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4400, loss_cls: 3.7982, loss: 3.7982, grad_norm: 1.0971 2020-07-28 13:51:37,273 - mmaction - INFO - Epoch [46][220/940] lr: 3.414e-01, eta: 1 day, 10:30:11, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2189, top5_acc: 0.4490, loss_cls: 3.7275, loss: 3.7275, grad_norm: 1.0760 2020-07-28 13:51:56,670 - mmaction - INFO - Epoch [46][240/940] lr: 3.414e-01, eta: 1 day, 10:29:50, time: 0.970, data_time: 0.002, memory: 5015, top1_acc: 0.2260, top5_acc: 0.4598, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.0814 2020-07-28 13:52:15,475 - mmaction - INFO - Epoch [46][260/940] lr: 3.414e-01, eta: 1 day, 10:29:28, time: 0.940, data_time: 0.007, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4473, loss_cls: 3.7489, loss: 3.7489, grad_norm: 1.0853 2020-07-28 13:52:34,787 - mmaction - INFO - Epoch [46][280/940] lr: 3.414e-01, eta: 1 day, 10:29:08, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4406, loss_cls: 3.7656, loss: 3.7656, grad_norm: 1.0712 2020-07-28 13:52:53,754 - mmaction - INFO - Epoch [46][300/940] lr: 3.414e-01, eta: 1 day, 10:28:46, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4479, loss_cls: 3.7022, loss: 3.7022, grad_norm: 1.0979 2020-07-28 13:53:13,288 - mmaction - INFO - Epoch [46][320/940] lr: 3.414e-01, eta: 1 day, 10:28:27, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4461, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0669 2020-07-28 13:53:32,659 - mmaction - INFO - Epoch [46][340/940] lr: 3.414e-01, eta: 1 day, 10:28:06, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4646, loss_cls: 3.6926, loss: 3.6926, grad_norm: 1.0918 2020-07-28 13:53:52,504 - mmaction - INFO - Epoch [46][360/940] lr: 3.414e-01, eta: 1 day, 10:27:47, time: 0.992, data_time: 0.003, memory: 5015, top1_acc: 0.2221, top5_acc: 0.4570, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.0984 2020-07-28 13:54:12,015 - mmaction - INFO - Epoch [46][380/940] lr: 3.414e-01, eta: 1 day, 10:27:27, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4518, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0790 2020-07-28 13:54:31,946 - mmaction - INFO - Epoch [46][400/940] lr: 3.414e-01, eta: 1 day, 10:27:09, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.2154, top5_acc: 0.4490, loss_cls: 3.7645, loss: 3.7645, grad_norm: 1.0767 2020-07-28 13:54:50,404 - mmaction - INFO - Epoch [46][420/940] lr: 3.414e-01, eta: 1 day, 10:26:46, time: 0.921, data_time: 0.005, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4574, loss_cls: 3.6881, loss: 3.6881, grad_norm: 1.0808 2020-07-28 13:55:11,071 - mmaction - INFO - Epoch [46][440/940] lr: 3.414e-01, eta: 1 day, 10:26:29, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4527, loss_cls: 3.7464, loss: 3.7464, grad_norm: 1.0822 2020-07-28 13:55:30,014 - mmaction - INFO - Epoch [46][460/940] lr: 3.414e-01, eta: 1 day, 10:26:08, time: 0.947, data_time: 0.002, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4541, loss_cls: 3.6944, loss: 3.6944, grad_norm: 1.0983 2020-07-28 13:55:49,291 - mmaction - INFO - Epoch [46][480/940] lr: 3.414e-01, eta: 1 day, 10:25:47, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4412, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.0924 2020-07-28 13:56:07,966 - mmaction - INFO - Epoch [46][500/940] lr: 3.414e-01, eta: 1 day, 10:25:25, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4545, loss_cls: 3.7215, loss: 3.7215, grad_norm: 1.0905 2020-07-28 13:56:27,312 - mmaction - INFO - Epoch [46][520/940] lr: 3.414e-01, eta: 1 day, 10:25:04, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4586, loss_cls: 3.6997, loss: 3.6997, grad_norm: 1.1190 2020-07-28 13:56:46,515 - mmaction - INFO - Epoch [46][540/940] lr: 3.414e-01, eta: 1 day, 10:24:44, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4541, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.0929 2020-07-28 13:57:04,925 - mmaction - INFO - Epoch [46][560/940] lr: 3.414e-01, eta: 1 day, 10:24:20, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4383, loss_cls: 3.7627, loss: 3.7627, grad_norm: 1.0700 2020-07-28 13:57:23,657 - mmaction - INFO - Epoch [46][580/940] lr: 3.414e-01, eta: 1 day, 10:23:58, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4506, loss_cls: 3.7270, loss: 3.7270, grad_norm: 1.1092 2020-07-28 13:57:43,707 - mmaction - INFO - Epoch [46][600/940] lr: 3.414e-01, eta: 1 day, 10:23:40, time: 1.002, data_time: 0.006, memory: 5015, top1_acc: 0.2098, top5_acc: 0.4467, loss_cls: 3.7671, loss: 3.7671, grad_norm: 1.0736 2020-07-28 13:58:02,750 - mmaction - INFO - Epoch [46][620/940] lr: 3.414e-01, eta: 1 day, 10:23:19, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4520, loss_cls: 3.7504, loss: 3.7504, grad_norm: 1.0879 2020-07-28 13:58:22,186 - mmaction - INFO - Epoch [46][640/940] lr: 3.414e-01, eta: 1 day, 10:22:59, time: 0.972, data_time: 0.002, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4514, loss_cls: 3.7490, loss: 3.7490, grad_norm: 1.0893 2020-07-28 13:58:41,488 - mmaction - INFO - Epoch [46][660/940] lr: 3.414e-01, eta: 1 day, 10:22:38, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2090, top5_acc: 0.4402, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.0735 2020-07-28 13:59:00,419 - mmaction - INFO - Epoch [46][680/940] lr: 3.414e-01, eta: 1 day, 10:22:16, time: 0.948, data_time: 0.006, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4529, loss_cls: 3.7188, loss: 3.7188, grad_norm: 1.0848 2020-07-28 13:59:19,517 - mmaction - INFO - Epoch [46][700/940] lr: 3.414e-01, eta: 1 day, 10:21:55, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4518, loss_cls: 3.7672, loss: 3.7672, grad_norm: 1.0579 2020-07-28 13:59:37,750 - mmaction - INFO - Epoch [46][720/940] lr: 3.414e-01, eta: 1 day, 10:21:32, time: 0.913, data_time: 0.005, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4598, loss_cls: 3.7241, loss: 3.7241, grad_norm: 1.0877 2020-07-28 13:59:57,526 - mmaction - INFO - Epoch [46][740/940] lr: 3.414e-01, eta: 1 day, 10:21:12, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4547, loss_cls: 3.7488, loss: 3.7488, grad_norm: 1.0814 2020-07-28 14:00:20,907 - mmaction - INFO - Epoch [46][760/940] lr: 3.414e-01, eta: 1 day, 10:21:03, time: 1.161, data_time: 0.005, memory: 5015, top1_acc: 0.2244, top5_acc: 0.4627, loss_cls: 3.6848, loss: 3.6848, grad_norm: 1.0916 2020-07-28 14:00:39,248 - mmaction - INFO - Epoch [46][780/940] lr: 3.414e-01, eta: 1 day, 10:20:41, time: 0.925, data_time: 0.023, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4391, loss_cls: 3.7857, loss: 3.7857, grad_norm: 1.0684 2020-07-28 14:00:58,270 - mmaction - INFO - Epoch [46][800/940] lr: 3.414e-01, eta: 1 day, 10:20:19, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2217, top5_acc: 0.4512, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.0519 2020-07-28 14:01:16,993 - mmaction - INFO - Epoch [46][820/940] lr: 3.414e-01, eta: 1 day, 10:19:57, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4570, loss_cls: 3.7098, loss: 3.7098, grad_norm: 1.1035 2020-07-28 14:01:36,315 - mmaction - INFO - Epoch [46][840/940] lr: 3.414e-01, eta: 1 day, 10:19:37, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4518, loss_cls: 3.7278, loss: 3.7278, grad_norm: 1.1005 2020-07-28 14:01:54,821 - mmaction - INFO - Epoch [46][860/940] lr: 3.414e-01, eta: 1 day, 10:19:14, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4564, loss_cls: 3.7267, loss: 3.7267, grad_norm: 1.0609 2020-07-28 14:02:13,780 - mmaction - INFO - Epoch [46][880/940] lr: 3.414e-01, eta: 1 day, 10:18:52, time: 0.950, data_time: 0.006, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4535, loss_cls: 3.7073, loss: 3.7073, grad_norm: 1.1115 2020-07-28 14:02:33,346 - mmaction - INFO - Epoch [46][900/940] lr: 3.414e-01, eta: 1 day, 10:18:33, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4494, loss_cls: 3.7477, loss: 3.7477, grad_norm: 1.1022 2020-07-28 14:02:52,084 - mmaction - INFO - Epoch [46][920/940] lr: 3.414e-01, eta: 1 day, 10:18:11, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2225, top5_acc: 0.4547, loss_cls: 3.7418, loss: 3.7418, grad_norm: 1.0699 2020-07-28 14:03:09,664 - mmaction - INFO - Epoch [46][940/940] lr: 3.414e-01, eta: 1 day, 10:17:45, time: 0.877, data_time: 0.004, memory: 5015, top1_acc: 0.2200, top5_acc: 0.4499, loss_cls: 3.7564, loss: 3.7564, grad_norm: 1.0864 2020-07-28 14:03:09,996 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-07-28 14:03:39,026 - mmaction - INFO - Epoch [47][20/940] lr: 3.389e-01, eta: 1 day, 10:17:46, time: 1.330, data_time: 0.412, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4576, loss_cls: 3.6946, loss: 3.6946, grad_norm: 1.1071 2020-07-28 14:03:57,914 - mmaction - INFO - Epoch [47][40/940] lr: 3.389e-01, eta: 1 day, 10:17:24, time: 0.946, data_time: 0.003, memory: 5015, top1_acc: 0.2076, top5_acc: 0.4361, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.0673 2020-07-28 14:04:17,101 - mmaction - INFO - Epoch [47][60/940] lr: 3.389e-01, eta: 1 day, 10:17:03, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4572, loss_cls: 3.7163, loss: 3.7163, grad_norm: 1.0678 2020-07-28 14:04:37,170 - mmaction - INFO - Epoch [47][80/940] lr: 3.389e-01, eta: 1 day, 10:16:45, time: 1.005, data_time: 0.006, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4494, loss_cls: 3.7521, loss: 3.7521, grad_norm: 1.1099 2020-07-28 14:04:56,419 - mmaction - INFO - Epoch [47][100/940] lr: 3.389e-01, eta: 1 day, 10:16:24, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4562, loss_cls: 3.7233, loss: 3.7233, grad_norm: 1.0788 2020-07-28 14:05:16,029 - mmaction - INFO - Epoch [47][120/940] lr: 3.389e-01, eta: 1 day, 10:16:05, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4627, loss_cls: 3.7002, loss: 3.7002, grad_norm: 1.0747 2020-07-28 14:05:36,232 - mmaction - INFO - Epoch [47][140/940] lr: 3.389e-01, eta: 1 day, 10:15:47, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2256, top5_acc: 0.4537, loss_cls: 3.7385, loss: 3.7385, grad_norm: 1.1021 2020-07-28 14:05:55,225 - mmaction - INFO - Epoch [47][160/940] lr: 3.389e-01, eta: 1 day, 10:15:26, time: 0.950, data_time: 0.002, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4561, loss_cls: 3.7459, loss: 3.7459, grad_norm: 1.0918 2020-07-28 14:06:14,743 - mmaction - INFO - Epoch [47][180/940] lr: 3.389e-01, eta: 1 day, 10:15:06, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2260, top5_acc: 0.4609, loss_cls: 3.7080, loss: 3.7080, grad_norm: 1.0779 2020-07-28 14:06:33,654 - mmaction - INFO - Epoch [47][200/940] lr: 3.389e-01, eta: 1 day, 10:14:44, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4564, loss_cls: 3.7014, loss: 3.7014, grad_norm: 1.0969 2020-07-28 14:06:53,331 - mmaction - INFO - Epoch [47][220/940] lr: 3.389e-01, eta: 1 day, 10:14:25, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4479, loss_cls: 3.7314, loss: 3.7314, grad_norm: 1.1002 2020-07-28 14:07:11,580 - mmaction - INFO - Epoch [47][240/940] lr: 3.389e-01, eta: 1 day, 10:14:01, time: 0.911, data_time: 0.004, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4562, loss_cls: 3.6918, loss: 3.6918, grad_norm: 1.0879 2020-07-28 14:07:30,987 - mmaction - INFO - Epoch [47][260/940] lr: 3.389e-01, eta: 1 day, 10:13:41, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4422, loss_cls: 3.7493, loss: 3.7493, grad_norm: 1.0897 2020-07-28 14:07:49,749 - mmaction - INFO - Epoch [47][280/940] lr: 3.389e-01, eta: 1 day, 10:13:19, time: 0.937, data_time: 0.006, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4465, loss_cls: 3.7602, loss: 3.7602, grad_norm: 1.0671 2020-07-28 14:08:09,560 - mmaction - INFO - Epoch [47][300/940] lr: 3.389e-01, eta: 1 day, 10:13:00, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4613, loss_cls: 3.6825, loss: 3.6825, grad_norm: 1.0848 2020-07-28 14:08:27,875 - mmaction - INFO - Epoch [47][320/940] lr: 3.389e-01, eta: 1 day, 10:12:36, time: 0.914, data_time: 0.005, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4525, loss_cls: 3.7144, loss: 3.7144, grad_norm: 1.0858 2020-07-28 14:08:47,209 - mmaction - INFO - Epoch [47][340/940] lr: 3.389e-01, eta: 1 day, 10:12:16, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4744, loss_cls: 3.6689, loss: 3.6689, grad_norm: 1.1283 2020-07-28 14:09:06,121 - mmaction - INFO - Epoch [47][360/940] lr: 3.389e-01, eta: 1 day, 10:11:55, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4594, loss_cls: 3.7291, loss: 3.7291, grad_norm: 1.0851 2020-07-28 14:09:25,769 - mmaction - INFO - Epoch [47][380/940] lr: 3.389e-01, eta: 1 day, 10:11:35, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4494, loss_cls: 3.7555, loss: 3.7555, grad_norm: 1.1106 2020-07-28 14:09:45,563 - mmaction - INFO - Epoch [47][400/940] lr: 3.389e-01, eta: 1 day, 10:11:16, time: 0.989, data_time: 0.004, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4564, loss_cls: 3.6967, loss: 3.6967, grad_norm: 1.1237 2020-07-28 14:10:05,147 - mmaction - INFO - Epoch [47][420/940] lr: 3.389e-01, eta: 1 day, 10:10:56, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4461, loss_cls: 3.7624, loss: 3.7624, grad_norm: 1.0992 2020-07-28 14:10:23,815 - mmaction - INFO - Epoch [47][440/940] lr: 3.389e-01, eta: 1 day, 10:10:34, time: 0.933, data_time: 0.002, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4451, loss_cls: 3.7590, loss: 3.7590, grad_norm: 1.0613 2020-07-28 14:10:42,080 - mmaction - INFO - Epoch [47][460/940] lr: 3.389e-01, eta: 1 day, 10:10:11, time: 0.913, data_time: 0.002, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4541, loss_cls: 3.7137, loss: 3.7137, grad_norm: 1.0920 2020-07-28 14:11:01,183 - mmaction - INFO - Epoch [47][480/940] lr: 3.389e-01, eta: 1 day, 10:09:49, time: 0.953, data_time: 0.006, memory: 5015, top1_acc: 0.2096, top5_acc: 0.4477, loss_cls: 3.7648, loss: 3.7648, grad_norm: 1.0800 2020-07-28 14:11:20,925 - mmaction - INFO - Epoch [47][500/940] lr: 3.389e-01, eta: 1 day, 10:09:30, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4539, loss_cls: 3.7547, loss: 3.7547, grad_norm: 1.0891 2020-07-28 14:11:39,961 - mmaction - INFO - Epoch [47][520/940] lr: 3.389e-01, eta: 1 day, 10:09:09, time: 0.950, data_time: 0.004, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4508, loss_cls: 3.7337, loss: 3.7337, grad_norm: 1.0975 2020-07-28 14:12:00,311 - mmaction - INFO - Epoch [47][540/940] lr: 3.389e-01, eta: 1 day, 10:08:52, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4451, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.0839 2020-07-28 14:12:19,204 - mmaction - INFO - Epoch [47][560/940] lr: 3.389e-01, eta: 1 day, 10:08:30, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4496, loss_cls: 3.7479, loss: 3.7479, grad_norm: 1.1243 2020-07-28 14:12:37,621 - mmaction - INFO - Epoch [47][580/940] lr: 3.389e-01, eta: 1 day, 10:08:07, time: 0.923, data_time: 0.006, memory: 5015, top1_acc: 0.2256, top5_acc: 0.4506, loss_cls: 3.7222, loss: 3.7222, grad_norm: 1.0756 2020-07-28 14:12:57,358 - mmaction - INFO - Epoch [47][600/940] lr: 3.389e-01, eta: 1 day, 10:07:48, time: 0.987, data_time: 0.002, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4504, loss_cls: 3.7523, loss: 3.7523, grad_norm: 1.0856 2020-07-28 14:13:16,611 - mmaction - INFO - Epoch [47][620/940] lr: 3.389e-01, eta: 1 day, 10:07:27, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4443, loss_cls: 3.7209, loss: 3.7209, grad_norm: 1.0767 2020-07-28 14:13:35,996 - mmaction - INFO - Epoch [47][640/940] lr: 3.389e-01, eta: 1 day, 10:07:07, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4555, loss_cls: 3.7202, loss: 3.7202, grad_norm: 1.0996 2020-07-28 14:13:54,895 - mmaction - INFO - Epoch [47][660/940] lr: 3.389e-01, eta: 1 day, 10:06:45, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.2223, top5_acc: 0.4510, loss_cls: 3.7123, loss: 3.7123, grad_norm: 1.1115 2020-07-28 14:14:14,561 - mmaction - INFO - Epoch [47][680/940] lr: 3.389e-01, eta: 1 day, 10:06:26, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4578, loss_cls: 3.7240, loss: 3.7240, grad_norm: 1.0807 2020-07-28 14:14:33,090 - mmaction - INFO - Epoch [47][700/940] lr: 3.389e-01, eta: 1 day, 10:06:03, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4484, loss_cls: 3.7400, loss: 3.7400, grad_norm: 1.0816 2020-07-28 14:14:53,162 - mmaction - INFO - Epoch [47][720/940] lr: 3.389e-01, eta: 1 day, 10:05:45, time: 1.001, data_time: 0.006, memory: 5015, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.7323, loss: 3.7323, grad_norm: 1.0991 2020-07-28 14:15:12,219 - mmaction - INFO - Epoch [47][740/940] lr: 3.389e-01, eta: 1 day, 10:05:24, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4535, loss_cls: 3.7322, loss: 3.7322, grad_norm: 1.0610 2020-07-28 14:15:32,385 - mmaction - INFO - Epoch [47][760/940] lr: 3.389e-01, eta: 1 day, 10:05:06, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4514, loss_cls: 3.7278, loss: 3.7278, grad_norm: 1.1052 2020-07-28 14:15:50,811 - mmaction - INFO - Epoch [47][780/940] lr: 3.389e-01, eta: 1 day, 10:04:43, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4484, loss_cls: 3.7700, loss: 3.7700, grad_norm: 1.0874 2020-07-28 14:16:10,445 - mmaction - INFO - Epoch [47][800/940] lr: 3.389e-01, eta: 1 day, 10:04:23, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4428, loss_cls: 3.7393, loss: 3.7393, grad_norm: 1.0932 2020-07-28 14:16:29,624 - mmaction - INFO - Epoch [47][820/940] lr: 3.389e-01, eta: 1 day, 10:04:03, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4383, loss_cls: 3.8070, loss: 3.8070, grad_norm: 1.0688 2020-07-28 14:16:48,187 - mmaction - INFO - Epoch [47][840/940] lr: 3.389e-01, eta: 1 day, 10:03:40, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.2107, top5_acc: 0.4447, loss_cls: 3.7557, loss: 3.7557, grad_norm: 1.0648 2020-07-28 14:17:07,340 - mmaction - INFO - Epoch [47][860/940] lr: 3.389e-01, eta: 1 day, 10:03:19, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4625, loss_cls: 3.6893, loss: 3.6893, grad_norm: 1.0815 2020-07-28 14:17:26,754 - mmaction - INFO - Epoch [47][880/940] lr: 3.389e-01, eta: 1 day, 10:02:59, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4420, loss_cls: 3.7583, loss: 3.7583, grad_norm: 1.1089 2020-07-28 14:17:44,986 - mmaction - INFO - Epoch [47][900/940] lr: 3.389e-01, eta: 1 day, 10:02:36, time: 0.913, data_time: 0.005, memory: 5015, top1_acc: 0.2301, top5_acc: 0.4592, loss_cls: 3.6860, loss: 3.6860, grad_norm: 1.1094 2020-07-28 14:18:04,608 - mmaction - INFO - Epoch [47][920/940] lr: 3.389e-01, eta: 1 day, 10:02:16, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2254, top5_acc: 0.4580, loss_cls: 3.7172, loss: 3.7172, grad_norm: 1.0872 2020-07-28 14:18:22,817 - mmaction - INFO - Epoch [47][940/940] lr: 3.389e-01, eta: 1 day, 10:01:53, time: 0.910, data_time: 0.002, memory: 5015, top1_acc: 0.2123, top5_acc: 0.4416, loss_cls: 3.7713, loss: 3.7713, grad_norm: 1.0994 2020-07-28 14:18:23,043 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-07-28 14:18:49,261 - mmaction - INFO - Epoch [48][20/940] lr: 3.364e-01, eta: 1 day, 10:01:44, time: 1.184, data_time: 0.279, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4508, loss_cls: 3.7386, loss: 3.7386, grad_norm: 1.1261 2020-07-28 14:19:07,746 - mmaction - INFO - Epoch [48][40/940] lr: 3.364e-01, eta: 1 day, 10:01:22, time: 0.922, data_time: 0.004, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4500, loss_cls: 3.7273, loss: 3.7273, grad_norm: 1.0959 2020-07-28 14:19:26,914 - mmaction - INFO - Epoch [48][60/940] lr: 3.364e-01, eta: 1 day, 10:01:01, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4553, loss_cls: 3.7008, loss: 3.7008, grad_norm: 1.0664 2020-07-28 14:19:45,385 - mmaction - INFO - Epoch [48][80/940] lr: 3.364e-01, eta: 1 day, 10:00:38, time: 0.922, data_time: 0.004, memory: 5015, top1_acc: 0.2104, top5_acc: 0.4535, loss_cls: 3.7482, loss: 3.7482, grad_norm: 1.0943 2020-07-28 14:20:04,548 - mmaction - INFO - Epoch [48][100/940] lr: 3.364e-01, eta: 1 day, 10:00:17, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4613, loss_cls: 3.6879, loss: 3.6879, grad_norm: 1.0945 2020-07-28 14:20:25,179 - mmaction - INFO - Epoch [48][120/940] lr: 3.364e-01, eta: 1 day, 10:00:01, time: 1.032, data_time: 0.002, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4488, loss_cls: 3.7739, loss: 3.7739, grad_norm: 1.0957 2020-07-28 14:20:44,669 - mmaction - INFO - Epoch [48][140/940] lr: 3.364e-01, eta: 1 day, 9:59:41, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4592, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.0749 2020-07-28 14:21:04,055 - mmaction - INFO - Epoch [48][160/940] lr: 3.364e-01, eta: 1 day, 9:59:20, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4576, loss_cls: 3.7066, loss: 3.7066, grad_norm: 1.0945 2020-07-28 14:21:23,462 - mmaction - INFO - Epoch [48][180/940] lr: 3.364e-01, eta: 1 day, 9:59:00, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4596, loss_cls: 3.6628, loss: 3.6628, grad_norm: 1.1109 2020-07-28 14:21:43,026 - mmaction - INFO - Epoch [48][200/940] lr: 3.364e-01, eta: 1 day, 9:58:41, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4455, loss_cls: 3.7523, loss: 3.7523, grad_norm: 1.1124 2020-07-28 14:22:01,770 - mmaction - INFO - Epoch [48][220/940] lr: 3.364e-01, eta: 1 day, 9:58:19, time: 0.935, data_time: 0.004, memory: 5015, top1_acc: 0.2164, top5_acc: 0.4504, loss_cls: 3.7533, loss: 3.7533, grad_norm: 1.0933 2020-07-28 14:22:20,668 - mmaction - INFO - Epoch [48][240/940] lr: 3.364e-01, eta: 1 day, 9:57:57, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4477, loss_cls: 3.7036, loss: 3.7036, grad_norm: 1.1023 2020-07-28 14:22:40,168 - mmaction - INFO - Epoch [48][260/940] lr: 3.364e-01, eta: 1 day, 9:57:37, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4553, loss_cls: 3.7240, loss: 3.7240, grad_norm: 1.0836 2020-07-28 14:22:59,548 - mmaction - INFO - Epoch [48][280/940] lr: 3.364e-01, eta: 1 day, 9:57:17, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4580, loss_cls: 3.7001, loss: 3.7001, grad_norm: 1.0662 2020-07-28 14:23:18,283 - mmaction - INFO - Epoch [48][300/940] lr: 3.364e-01, eta: 1 day, 9:56:55, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4609, loss_cls: 3.7109, loss: 3.7109, grad_norm: 1.1050 2020-07-28 14:23:36,497 - mmaction - INFO - Epoch [48][320/940] lr: 3.364e-01, eta: 1 day, 9:56:31, time: 0.911, data_time: 0.006, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4684, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.1240 2020-07-28 14:23:56,072 - mmaction - INFO - Epoch [48][340/940] lr: 3.364e-01, eta: 1 day, 9:56:12, time: 0.979, data_time: 0.002, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4510, loss_cls: 3.7469, loss: 3.7469, grad_norm: 1.0683 2020-07-28 14:24:15,768 - mmaction - INFO - Epoch [48][360/940] lr: 3.364e-01, eta: 1 day, 9:55:52, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4391, loss_cls: 3.7496, loss: 3.7496, grad_norm: 1.0948 2020-07-28 14:24:34,673 - mmaction - INFO - Epoch [48][380/940] lr: 3.364e-01, eta: 1 day, 9:55:31, time: 0.948, data_time: 0.006, memory: 5015, top1_acc: 0.2123, top5_acc: 0.4381, loss_cls: 3.7846, loss: 3.7846, grad_norm: 1.1178 2020-07-28 14:24:53,076 - mmaction - INFO - Epoch [48][400/940] lr: 3.364e-01, eta: 1 day, 9:55:08, time: 0.920, data_time: 0.002, memory: 5015, top1_acc: 0.2193, top5_acc: 0.4496, loss_cls: 3.7342, loss: 3.7342, grad_norm: 1.1114 2020-07-28 14:25:13,915 - mmaction - INFO - Epoch [48][420/940] lr: 3.364e-01, eta: 1 day, 9:54:52, time: 1.041, data_time: 0.005, memory: 5015, top1_acc: 0.2271, top5_acc: 0.4523, loss_cls: 3.7380, loss: 3.7380, grad_norm: 1.0651 2020-07-28 14:25:32,325 - mmaction - INFO - Epoch [48][440/940] lr: 3.364e-01, eta: 1 day, 9:54:29, time: 0.922, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4539, loss_cls: 3.6963, loss: 3.6963, grad_norm: 1.0703 2020-07-28 14:25:51,482 - mmaction - INFO - Epoch [48][460/940] lr: 3.364e-01, eta: 1 day, 9:54:08, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4449, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.0942 2020-07-28 14:26:10,979 - mmaction - INFO - Epoch [48][480/940] lr: 3.364e-01, eta: 1 day, 9:53:48, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2164, top5_acc: 0.4594, loss_cls: 3.7092, loss: 3.7092, grad_norm: 1.1242 2020-07-28 14:26:29,776 - mmaction - INFO - Epoch [48][500/940] lr: 3.364e-01, eta: 1 day, 9:53:26, time: 0.939, data_time: 0.006, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4488, loss_cls: 3.7317, loss: 3.7317, grad_norm: 1.0684 2020-07-28 14:26:49,896 - mmaction - INFO - Epoch [48][520/940] lr: 3.364e-01, eta: 1 day, 9:53:08, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4471, loss_cls: 3.7536, loss: 3.7536, grad_norm: 1.0981 2020-07-28 14:27:09,090 - mmaction - INFO - Epoch [48][540/940] lr: 3.364e-01, eta: 1 day, 9:52:48, time: 0.958, data_time: 0.006, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4619, loss_cls: 3.7015, loss: 3.7015, grad_norm: 1.0739 2020-07-28 14:27:28,201 - mmaction - INFO - Epoch [48][560/940] lr: 3.364e-01, eta: 1 day, 9:52:27, time: 0.957, data_time: 0.004, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4523, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.1108 2020-07-28 14:27:49,136 - mmaction - INFO - Epoch [48][580/940] lr: 3.364e-01, eta: 1 day, 9:52:11, time: 1.045, data_time: 0.004, memory: 5015, top1_acc: 0.2199, top5_acc: 0.4498, loss_cls: 3.7436, loss: 3.7436, grad_norm: 1.1185 2020-07-28 14:28:07,612 - mmaction - INFO - Epoch [48][600/940] lr: 3.364e-01, eta: 1 day, 9:51:48, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2092, top5_acc: 0.4357, loss_cls: 3.7696, loss: 3.7696, grad_norm: 1.0981 2020-07-28 14:28:28,500 - mmaction - INFO - Epoch [48][620/940] lr: 3.364e-01, eta: 1 day, 9:51:32, time: 1.044, data_time: 0.004, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4479, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.0720 2020-07-28 14:28:47,109 - mmaction - INFO - Epoch [48][640/940] lr: 3.364e-01, eta: 1 day, 9:51:10, time: 0.931, data_time: 0.002, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4598, loss_cls: 3.7026, loss: 3.7026, grad_norm: 1.0943 2020-07-28 14:29:07,146 - mmaction - INFO - Epoch [48][660/940] lr: 3.364e-01, eta: 1 day, 9:50:51, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2182, top5_acc: 0.4527, loss_cls: 3.7123, loss: 3.7123, grad_norm: 1.1138 2020-07-28 14:29:26,865 - mmaction - INFO - Epoch [48][680/940] lr: 3.364e-01, eta: 1 day, 9:50:32, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4576, loss_cls: 3.7268, loss: 3.7268, grad_norm: 1.1111 2020-07-28 14:29:46,065 - mmaction - INFO - Epoch [48][700/940] lr: 3.364e-01, eta: 1 day, 9:50:11, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2254, top5_acc: 0.4426, loss_cls: 3.7388, loss: 3.7388, grad_norm: 1.1167 2020-07-28 14:30:04,932 - mmaction - INFO - Epoch [48][720/940] lr: 3.364e-01, eta: 1 day, 9:49:50, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2061, top5_acc: 0.4531, loss_cls: 3.7731, loss: 3.7731, grad_norm: 1.0915 2020-07-28 14:30:23,850 - mmaction - INFO - Epoch [48][740/940] lr: 3.364e-01, eta: 1 day, 9:49:28, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4525, loss_cls: 3.7163, loss: 3.7163, grad_norm: 1.0899 2020-07-28 14:30:43,581 - mmaction - INFO - Epoch [48][760/940] lr: 3.364e-01, eta: 1 day, 9:49:09, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4480, loss_cls: 3.7228, loss: 3.7228, grad_norm: 1.0967 2020-07-28 14:31:03,189 - mmaction - INFO - Epoch [48][780/940] lr: 3.364e-01, eta: 1 day, 9:48:50, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4566, loss_cls: 3.7173, loss: 3.7173, grad_norm: 1.1157 2020-07-28 14:31:22,717 - mmaction - INFO - Epoch [48][800/940] lr: 3.364e-01, eta: 1 day, 9:48:30, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4646, loss_cls: 3.6993, loss: 3.6993, grad_norm: 1.1061 2020-07-28 14:31:42,648 - mmaction - INFO - Epoch [48][820/940] lr: 3.364e-01, eta: 1 day, 9:48:11, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2154, top5_acc: 0.4445, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.1126 2020-07-28 14:32:01,963 - mmaction - INFO - Epoch [48][840/940] lr: 3.364e-01, eta: 1 day, 9:47:51, time: 0.965, data_time: 0.006, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4492, loss_cls: 3.7310, loss: 3.7310, grad_norm: 1.1018 2020-07-28 14:32:20,668 - mmaction - INFO - Epoch [48][860/940] lr: 3.364e-01, eta: 1 day, 9:47:29, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4510, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.0933 2020-07-28 14:32:39,956 - mmaction - INFO - Epoch [48][880/940] lr: 3.364e-01, eta: 1 day, 9:47:08, time: 0.963, data_time: 0.004, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4639, loss_cls: 3.6903, loss: 3.6903, grad_norm: 1.1086 2020-07-28 14:32:59,808 - mmaction - INFO - Epoch [48][900/940] lr: 3.364e-01, eta: 1 day, 9:46:49, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2117, top5_acc: 0.4449, loss_cls: 3.7441, loss: 3.7441, grad_norm: 1.1058 2020-07-28 14:33:19,315 - mmaction - INFO - Epoch [48][920/940] lr: 3.364e-01, eta: 1 day, 9:46:29, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2062, top5_acc: 0.4465, loss_cls: 3.7678, loss: 3.7678, grad_norm: 1.1093 2020-07-28 14:33:37,602 - mmaction - INFO - Epoch [48][940/940] lr: 3.364e-01, eta: 1 day, 9:46:06, time: 0.916, data_time: 0.005, memory: 5015, top1_acc: 0.2177, top5_acc: 0.4550, loss_cls: 3.7269, loss: 3.7269, grad_norm: 1.0963 2020-07-28 14:33:37,853 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-28 14:34:03,928 - mmaction - INFO - Epoch [49][20/940] lr: 3.338e-01, eta: 1 day, 9:45:54, time: 1.105, data_time: 0.210, memory: 5015, top1_acc: 0.2199, top5_acc: 0.4623, loss_cls: 3.7067, loss: 3.7067, grad_norm: 1.1009 2020-07-28 14:34:22,263 - mmaction - INFO - Epoch [49][40/940] lr: 3.338e-01, eta: 1 day, 9:45:30, time: 0.915, data_time: 0.004, memory: 5015, top1_acc: 0.2072, top5_acc: 0.4410, loss_cls: 3.7792, loss: 3.7792, grad_norm: 1.1050 2020-07-28 14:34:41,537 - mmaction - INFO - Epoch [49][60/940] lr: 3.338e-01, eta: 1 day, 9:45:10, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4639, loss_cls: 3.6412, loss: 3.6412, grad_norm: 1.0940 2020-07-28 14:35:01,857 - mmaction - INFO - Epoch [49][80/940] lr: 3.338e-01, eta: 1 day, 9:44:52, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4572, loss_cls: 3.7167, loss: 3.7167, grad_norm: 1.0990 2020-07-28 14:35:20,791 - mmaction - INFO - Epoch [49][100/940] lr: 3.338e-01, eta: 1 day, 9:44:31, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4486, loss_cls: 3.7058, loss: 3.7058, grad_norm: 1.0914 2020-07-28 14:35:40,427 - mmaction - INFO - Epoch [49][120/940] lr: 3.338e-01, eta: 1 day, 9:44:12, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4488, loss_cls: 3.7290, loss: 3.7290, grad_norm: 1.1061 2020-07-28 14:35:59,588 - mmaction - INFO - Epoch [49][140/940] lr: 3.338e-01, eta: 1 day, 9:43:51, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4461, loss_cls: 3.7401, loss: 3.7401, grad_norm: 1.1207 2020-07-28 14:36:19,627 - mmaction - INFO - Epoch [49][160/940] lr: 3.338e-01, eta: 1 day, 9:43:32, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4586, loss_cls: 3.7038, loss: 3.7038, grad_norm: 1.1205 2020-07-28 14:36:39,072 - mmaction - INFO - Epoch [49][180/940] lr: 3.338e-01, eta: 1 day, 9:43:12, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2125, top5_acc: 0.4297, loss_cls: 3.8111, loss: 3.8111, grad_norm: 1.0738 2020-07-28 14:36:58,190 - mmaction - INFO - Epoch [49][200/940] lr: 3.338e-01, eta: 1 day, 9:42:51, time: 0.954, data_time: 0.004, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4551, loss_cls: 3.6972, loss: 3.6972, grad_norm: 1.1007 2020-07-28 14:37:17,670 - mmaction - INFO - Epoch [49][220/940] lr: 3.338e-01, eta: 1 day, 9:42:32, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4518, loss_cls: 3.7389, loss: 3.7389, grad_norm: 1.0985 2020-07-28 14:37:38,016 - mmaction - INFO - Epoch [49][240/940] lr: 3.338e-01, eta: 1 day, 9:42:14, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4707, loss_cls: 3.6684, loss: 3.6684, grad_norm: 1.0871 2020-07-28 14:37:57,120 - mmaction - INFO - Epoch [49][260/940] lr: 3.338e-01, eta: 1 day, 9:41:53, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2115, top5_acc: 0.4416, loss_cls: 3.7689, loss: 3.7689, grad_norm: 1.0955 2020-07-28 14:38:16,508 - mmaction - INFO - Epoch [49][280/940] lr: 3.338e-01, eta: 1 day, 9:41:33, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2121, top5_acc: 0.4586, loss_cls: 3.6974, loss: 3.6974, grad_norm: 1.0862 2020-07-28 14:38:35,781 - mmaction - INFO - Epoch [49][300/940] lr: 3.338e-01, eta: 1 day, 9:41:12, time: 0.966, data_time: 0.006, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4605, loss_cls: 3.6770, loss: 3.6770, grad_norm: 1.1222 2020-07-28 14:38:54,712 - mmaction - INFO - Epoch [49][320/940] lr: 3.338e-01, eta: 1 day, 9:40:51, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4576, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1004 2020-07-28 14:39:13,713 - mmaction - INFO - Epoch [49][340/940] lr: 3.338e-01, eta: 1 day, 9:40:30, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2182, top5_acc: 0.4439, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.1035 2020-07-28 14:39:34,076 - mmaction - INFO - Epoch [49][360/940] lr: 3.338e-01, eta: 1 day, 9:40:12, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4617, loss_cls: 3.6686, loss: 3.6686, grad_norm: 1.0986 2020-07-28 14:39:54,007 - mmaction - INFO - Epoch [49][380/940] lr: 3.338e-01, eta: 1 day, 9:39:54, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4488, loss_cls: 3.7822, loss: 3.7822, grad_norm: 1.0995 2020-07-28 14:40:14,408 - mmaction - INFO - Epoch [49][400/940] lr: 3.338e-01, eta: 1 day, 9:39:36, time: 1.020, data_time: 0.002, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4580, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.1156 2020-07-28 14:40:33,906 - mmaction - INFO - Epoch [49][420/940] lr: 3.338e-01, eta: 1 day, 9:39:16, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4461, loss_cls: 3.7501, loss: 3.7501, grad_norm: 1.0966 2020-07-28 14:40:53,786 - mmaction - INFO - Epoch [49][440/940] lr: 3.338e-01, eta: 1 day, 9:38:58, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4652, loss_cls: 3.6646, loss: 3.6646, grad_norm: 1.1168 2020-07-28 14:41:12,679 - mmaction - INFO - Epoch [49][460/940] lr: 3.338e-01, eta: 1 day, 9:38:36, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2277, top5_acc: 0.4697, loss_cls: 3.6600, loss: 3.6600, grad_norm: 1.1032 2020-07-28 14:41:31,812 - mmaction - INFO - Epoch [49][480/940] lr: 3.338e-01, eta: 1 day, 9:38:15, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4479, loss_cls: 3.7303, loss: 3.7303, grad_norm: 1.1092 2020-07-28 14:41:51,944 - mmaction - INFO - Epoch [49][500/940] lr: 3.338e-01, eta: 1 day, 9:37:57, time: 1.006, data_time: 0.006, memory: 5015, top1_acc: 0.2080, top5_acc: 0.4359, loss_cls: 3.7893, loss: 3.7893, grad_norm: 1.1005 2020-07-28 14:42:11,547 - mmaction - INFO - Epoch [49][520/940] lr: 3.338e-01, eta: 1 day, 9:37:37, time: 0.980, data_time: 0.002, memory: 5015, top1_acc: 0.2203, top5_acc: 0.4426, loss_cls: 3.7533, loss: 3.7533, grad_norm: 1.1024 2020-07-28 14:42:30,652 - mmaction - INFO - Epoch [49][540/940] lr: 3.338e-01, eta: 1 day, 9:37:16, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4559, loss_cls: 3.7071, loss: 3.7071, grad_norm: 1.0813 2020-07-28 14:42:50,046 - mmaction - INFO - Epoch [49][560/940] lr: 3.338e-01, eta: 1 day, 9:36:56, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4604, loss_cls: 3.7353, loss: 3.7353, grad_norm: 1.0829 2020-07-28 14:43:09,102 - mmaction - INFO - Epoch [49][580/940] lr: 3.338e-01, eta: 1 day, 9:36:35, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4387, loss_cls: 3.7692, loss: 3.7692, grad_norm: 1.0890 2020-07-28 14:43:29,244 - mmaction - INFO - Epoch [49][600/940] lr: 3.338e-01, eta: 1 day, 9:36:17, time: 1.009, data_time: 0.006, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4500, loss_cls: 3.7404, loss: 3.7404, grad_norm: 1.0874 2020-07-28 14:43:49,006 - mmaction - INFO - Epoch [49][620/940] lr: 3.338e-01, eta: 1 day, 9:35:58, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4496, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.0767 2020-07-28 14:44:08,758 - mmaction - INFO - Epoch [49][640/940] lr: 3.338e-01, eta: 1 day, 9:35:39, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.2223, top5_acc: 0.4686, loss_cls: 3.6617, loss: 3.6617, grad_norm: 1.0918 2020-07-28 14:44:28,508 - mmaction - INFO - Epoch [49][660/940] lr: 3.338e-01, eta: 1 day, 9:35:20, time: 0.986, data_time: 0.006, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4539, loss_cls: 3.7395, loss: 3.7395, grad_norm: 1.1019 2020-07-28 14:44:47,646 - mmaction - INFO - Epoch [49][680/940] lr: 3.338e-01, eta: 1 day, 9:34:59, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4547, loss_cls: 3.6879, loss: 3.6879, grad_norm: 1.0977 2020-07-28 14:45:07,291 - mmaction - INFO - Epoch [49][700/940] lr: 3.338e-01, eta: 1 day, 9:34:39, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4559, loss_cls: 3.7014, loss: 3.7014, grad_norm: 1.1028 2020-07-28 14:45:26,918 - mmaction - INFO - Epoch [49][720/940] lr: 3.338e-01, eta: 1 day, 9:34:20, time: 0.981, data_time: 0.002, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4613, loss_cls: 3.7244, loss: 3.7244, grad_norm: 1.1104 2020-07-28 14:45:46,008 - mmaction - INFO - Epoch [49][740/940] lr: 3.338e-01, eta: 1 day, 9:33:59, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4580, loss_cls: 3.7256, loss: 3.7256, grad_norm: 1.1089 2020-07-28 14:46:04,939 - mmaction - INFO - Epoch [49][760/940] lr: 3.338e-01, eta: 1 day, 9:33:38, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4510, loss_cls: 3.7389, loss: 3.7389, grad_norm: 1.0982 2020-07-28 14:46:24,580 - mmaction - INFO - Epoch [49][780/940] lr: 3.338e-01, eta: 1 day, 9:33:18, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4535, loss_cls: 3.6769, loss: 3.6769, grad_norm: 1.1125 2020-07-28 14:46:42,947 - mmaction - INFO - Epoch [49][800/940] lr: 3.338e-01, eta: 1 day, 9:32:55, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4486, loss_cls: 3.7384, loss: 3.7384, grad_norm: 1.1074 2020-07-28 14:47:02,538 - mmaction - INFO - Epoch [49][820/940] lr: 3.338e-01, eta: 1 day, 9:32:36, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2182, top5_acc: 0.4406, loss_cls: 3.7830, loss: 3.7830, grad_norm: 1.0853 2020-07-28 14:47:23,457 - mmaction - INFO - Epoch [49][840/940] lr: 3.338e-01, eta: 1 day, 9:32:20, time: 1.047, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4615, loss_cls: 3.6992, loss: 3.6992, grad_norm: 1.1179 2020-07-28 14:47:43,962 - mmaction - INFO - Epoch [49][860/940] lr: 3.338e-01, eta: 1 day, 9:32:02, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4568, loss_cls: 3.7331, loss: 3.7331, grad_norm: 1.1043 2020-07-28 14:48:03,403 - mmaction - INFO - Epoch [49][880/940] lr: 3.338e-01, eta: 1 day, 9:31:42, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4547, loss_cls: 3.7014, loss: 3.7014, grad_norm: 1.0867 2020-07-28 14:48:23,019 - mmaction - INFO - Epoch [49][900/940] lr: 3.338e-01, eta: 1 day, 9:31:23, time: 0.981, data_time: 0.007, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4469, loss_cls: 3.7409, loss: 3.7409, grad_norm: 1.1022 2020-07-28 14:48:43,141 - mmaction - INFO - Epoch [49][920/940] lr: 3.338e-01, eta: 1 day, 9:31:05, time: 1.008, data_time: 0.005, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4482, loss_cls: 3.7361, loss: 3.7361, grad_norm: 1.0744 2020-07-28 14:49:00,757 - mmaction - INFO - Epoch [49][940/940] lr: 3.338e-01, eta: 1 day, 9:30:40, time: 0.878, data_time: 0.004, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4685, loss_cls: 3.6720, loss: 3.6720, grad_norm: 1.1086 2020-07-28 14:49:00,973 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-07-28 14:49:31,383 - mmaction - INFO - Epoch [50][20/940] lr: 3.312e-01, eta: 1 day, 9:30:41, time: 1.373, data_time: 0.255, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4621, loss_cls: 3.6840, loss: 3.6840, grad_norm: 1.1093 2020-07-28 14:49:50,234 - mmaction - INFO - Epoch [50][40/940] lr: 3.312e-01, eta: 1 day, 9:30:20, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2271, top5_acc: 0.4652, loss_cls: 3.6671, loss: 3.6671, grad_norm: 1.1055 2020-07-28 14:50:09,096 - mmaction - INFO - Epoch [50][60/940] lr: 3.312e-01, eta: 1 day, 9:29:58, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4611, loss_cls: 3.6808, loss: 3.6808, grad_norm: 1.1131 2020-07-28 14:50:27,723 - mmaction - INFO - Epoch [50][80/940] lr: 3.312e-01, eta: 1 day, 9:29:36, time: 0.931, data_time: 0.002, memory: 5015, top1_acc: 0.2178, top5_acc: 0.4453, loss_cls: 3.7633, loss: 3.7633, grad_norm: 1.1125 2020-07-28 14:50:47,556 - mmaction - INFO - Epoch [50][100/940] lr: 3.312e-01, eta: 1 day, 9:29:17, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4688, loss_cls: 3.6855, loss: 3.6855, grad_norm: 1.0858 2020-07-28 14:51:06,685 - mmaction - INFO - Epoch [50][120/940] lr: 3.312e-01, eta: 1 day, 9:28:56, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4484, loss_cls: 3.7661, loss: 3.7661, grad_norm: 1.1074 2020-07-28 14:51:26,723 - mmaction - INFO - Epoch [50][140/940] lr: 3.312e-01, eta: 1 day, 9:28:38, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4447, loss_cls: 3.7743, loss: 3.7743, grad_norm: 1.1169 2020-07-28 14:51:45,761 - mmaction - INFO - Epoch [50][160/940] lr: 3.312e-01, eta: 1 day, 9:28:17, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2217, top5_acc: 0.4662, loss_cls: 3.6717, loss: 3.6717, grad_norm: 1.0909 2020-07-28 14:52:05,393 - mmaction - INFO - Epoch [50][180/940] lr: 3.312e-01, eta: 1 day, 9:27:57, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2238, top5_acc: 0.4564, loss_cls: 3.7117, loss: 3.7117, grad_norm: 1.1016 2020-07-28 14:52:23,914 - mmaction - INFO - Epoch [50][200/940] lr: 3.312e-01, eta: 1 day, 9:27:35, time: 0.929, data_time: 0.007, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4482, loss_cls: 3.7346, loss: 3.7346, grad_norm: 1.1035 2020-07-28 14:52:43,434 - mmaction - INFO - Epoch [50][220/940] lr: 3.312e-01, eta: 1 day, 9:27:15, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4496, loss_cls: 3.7206, loss: 3.7206, grad_norm: 1.1205 2020-07-28 14:53:02,583 - mmaction - INFO - Epoch [50][240/940] lr: 3.312e-01, eta: 1 day, 9:26:54, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4613, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1071 2020-07-28 14:53:21,773 - mmaction - INFO - Epoch [50][260/940] lr: 3.312e-01, eta: 1 day, 9:26:33, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4531, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.0997 2020-07-28 14:53:41,213 - mmaction - INFO - Epoch [50][280/940] lr: 3.312e-01, eta: 1 day, 9:26:13, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4602, loss_cls: 3.6908, loss: 3.6908, grad_norm: 1.1313 2020-07-28 14:54:00,587 - mmaction - INFO - Epoch [50][300/940] lr: 3.312e-01, eta: 1 day, 9:25:53, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4479, loss_cls: 3.7376, loss: 3.7376, grad_norm: 1.0918 2020-07-28 14:54:19,478 - mmaction - INFO - Epoch [50][320/940] lr: 3.312e-01, eta: 1 day, 9:25:32, time: 0.943, data_time: 0.006, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4689, loss_cls: 3.6765, loss: 3.6765, grad_norm: 1.1199 2020-07-28 14:54:39,227 - mmaction - INFO - Epoch [50][340/940] lr: 3.312e-01, eta: 1 day, 9:25:12, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2219, top5_acc: 0.4592, loss_cls: 3.6925, loss: 3.6925, grad_norm: 1.1179 2020-07-28 14:54:58,822 - mmaction - INFO - Epoch [50][360/940] lr: 3.312e-01, eta: 1 day, 9:24:53, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2279, top5_acc: 0.4590, loss_cls: 3.6758, loss: 3.6758, grad_norm: 1.1163 2020-07-28 14:55:18,025 - mmaction - INFO - Epoch [50][380/940] lr: 3.312e-01, eta: 1 day, 9:24:32, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4586, loss_cls: 3.7061, loss: 3.7061, grad_norm: 1.1239 2020-07-28 14:55:37,596 - mmaction - INFO - Epoch [50][400/940] lr: 3.312e-01, eta: 1 day, 9:24:12, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4477, loss_cls: 3.7518, loss: 3.7518, grad_norm: 1.1325 2020-07-28 14:55:56,625 - mmaction - INFO - Epoch [50][420/940] lr: 3.312e-01, eta: 1 day, 9:23:52, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2139, top5_acc: 0.4547, loss_cls: 3.7146, loss: 3.7146, grad_norm: 1.0916 2020-07-28 14:56:16,020 - mmaction - INFO - Epoch [50][440/940] lr: 3.312e-01, eta: 1 day, 9:23:31, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2123, top5_acc: 0.4508, loss_cls: 3.7408, loss: 3.7408, grad_norm: 1.0963 2020-07-28 14:56:34,722 - mmaction - INFO - Epoch [50][460/940] lr: 3.312e-01, eta: 1 day, 9:23:09, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4537, loss_cls: 3.7079, loss: 3.7079, grad_norm: 1.0765 2020-07-28 14:56:54,720 - mmaction - INFO - Epoch [50][480/940] lr: 3.312e-01, eta: 1 day, 9:22:51, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2277, top5_acc: 0.4660, loss_cls: 3.6423, loss: 3.6423, grad_norm: 1.1055 2020-07-28 14:57:13,375 - mmaction - INFO - Epoch [50][500/940] lr: 3.312e-01, eta: 1 day, 9:22:29, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4686, loss_cls: 3.6727, loss: 3.6727, grad_norm: 1.1054 2020-07-28 14:57:32,774 - mmaction - INFO - Epoch [50][520/940] lr: 3.312e-01, eta: 1 day, 9:22:09, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2203, top5_acc: 0.4525, loss_cls: 3.7529, loss: 3.7529, grad_norm: 1.1066 2020-07-28 14:57:52,954 - mmaction - INFO - Epoch [50][540/940] lr: 3.312e-01, eta: 1 day, 9:21:51, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4590, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.0934 2020-07-28 14:58:12,569 - mmaction - INFO - Epoch [50][560/940] lr: 3.312e-01, eta: 1 day, 9:21:31, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.2135, top5_acc: 0.4641, loss_cls: 3.7002, loss: 3.7002, grad_norm: 1.1129 2020-07-28 14:58:32,608 - mmaction - INFO - Epoch [50][580/940] lr: 3.312e-01, eta: 1 day, 9:21:13, time: 1.002, data_time: 0.007, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4582, loss_cls: 3.7183, loss: 3.7183, grad_norm: 1.0990 2020-07-28 14:58:52,235 - mmaction - INFO - Epoch [50][600/940] lr: 3.312e-01, eta: 1 day, 9:20:53, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4578, loss_cls: 3.6885, loss: 3.6885, grad_norm: 1.0955 2020-07-28 14:59:12,707 - mmaction - INFO - Epoch [50][620/940] lr: 3.312e-01, eta: 1 day, 9:20:36, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4664, loss_cls: 3.6818, loss: 3.6818, grad_norm: 1.0799 2020-07-28 14:59:31,687 - mmaction - INFO - Epoch [50][640/940] lr: 3.312e-01, eta: 1 day, 9:20:15, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4551, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.1125 2020-07-28 14:59:50,711 - mmaction - INFO - Epoch [50][660/940] lr: 3.312e-01, eta: 1 day, 9:19:54, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4650, loss_cls: 3.7060, loss: 3.7060, grad_norm: 1.1105 2020-07-28 15:00:16,008 - mmaction - INFO - Epoch [50][680/940] lr: 3.312e-01, eta: 1 day, 9:19:48, time: 1.254, data_time: 0.006, memory: 5015, top1_acc: 0.2174, top5_acc: 0.4520, loss_cls: 3.7464, loss: 3.7464, grad_norm: 1.0999 2020-07-28 15:00:34,578 - mmaction - INFO - Epoch [50][700/940] lr: 3.312e-01, eta: 1 day, 9:19:27, time: 0.941, data_time: 0.025, memory: 5015, top1_acc: 0.2193, top5_acc: 0.4539, loss_cls: 3.7161, loss: 3.7161, grad_norm: 1.0913 2020-07-28 15:00:53,672 - mmaction - INFO - Epoch [50][720/940] lr: 3.312e-01, eta: 1 day, 9:19:06, time: 0.953, data_time: 0.004, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4512, loss_cls: 3.7352, loss: 3.7352, grad_norm: 1.1430 2020-07-28 15:01:12,654 - mmaction - INFO - Epoch [50][740/940] lr: 3.312e-01, eta: 1 day, 9:18:45, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2146, top5_acc: 0.4512, loss_cls: 3.7539, loss: 3.7539, grad_norm: 1.1191 2020-07-28 15:01:31,686 - mmaction - INFO - Epoch [50][760/940] lr: 3.312e-01, eta: 1 day, 9:18:23, time: 0.950, data_time: 0.004, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4529, loss_cls: 3.7164, loss: 3.7164, grad_norm: 1.0969 2020-07-28 15:01:50,529 - mmaction - INFO - Epoch [50][780/940] lr: 3.312e-01, eta: 1 day, 9:18:02, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4535, loss_cls: 3.7268, loss: 3.7268, grad_norm: 1.1020 2020-07-28 15:02:10,731 - mmaction - INFO - Epoch [50][800/940] lr: 3.312e-01, eta: 1 day, 9:17:44, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4473, loss_cls: 3.7192, loss: 3.7192, grad_norm: 1.1008 2020-07-28 15:02:31,283 - mmaction - INFO - Epoch [50][820/940] lr: 3.312e-01, eta: 1 day, 9:17:27, time: 1.029, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4398, loss_cls: 3.7414, loss: 3.7414, grad_norm: 1.1097 2020-07-28 15:02:50,602 - mmaction - INFO - Epoch [50][840/940] lr: 3.312e-01, eta: 1 day, 9:17:06, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4463, loss_cls: 3.7407, loss: 3.7407, grad_norm: 1.0897 2020-07-28 15:03:09,904 - mmaction - INFO - Epoch [50][860/940] lr: 3.312e-01, eta: 1 day, 9:16:46, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2256, top5_acc: 0.4625, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.0747 2020-07-28 15:03:29,396 - mmaction - INFO - Epoch [50][880/940] lr: 3.312e-01, eta: 1 day, 9:16:26, time: 0.974, data_time: 0.002, memory: 5015, top1_acc: 0.2313, top5_acc: 0.4723, loss_cls: 3.6613, loss: 3.6613, grad_norm: 1.1085 2020-07-28 15:03:48,623 - mmaction - INFO - Epoch [50][900/940] lr: 3.312e-01, eta: 1 day, 9:16:06, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2229, top5_acc: 0.4604, loss_cls: 3.7097, loss: 3.7097, grad_norm: 1.0992 2020-07-28 15:04:07,788 - mmaction - INFO - Epoch [50][920/940] lr: 3.312e-01, eta: 1 day, 9:15:45, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4459, loss_cls: 3.7425, loss: 3.7425, grad_norm: 1.1162 2020-07-28 15:04:26,212 - mmaction - INFO - Epoch [50][940/940] lr: 3.312e-01, eta: 1 day, 9:15:22, time: 0.922, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4580, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.1195 2020-07-28 15:04:26,522 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-28 15:04:56,570 - mmaction - INFO - Epoch [51][20/940] lr: 3.286e-01, eta: 1 day, 9:15:25, time: 1.412, data_time: 0.445, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4584, loss_cls: 3.7067, loss: 3.7067, grad_norm: 1.1087 2020-07-28 15:05:15,215 - mmaction - INFO - Epoch [51][40/940] lr: 3.286e-01, eta: 1 day, 9:15:03, time: 0.932, data_time: 0.002, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4734, loss_cls: 3.6216, loss: 3.6216, grad_norm: 1.0905 2020-07-28 15:05:34,119 - mmaction - INFO - Epoch [51][60/940] lr: 3.286e-01, eta: 1 day, 9:14:42, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2324, top5_acc: 0.4590, loss_cls: 3.6707, loss: 3.6707, grad_norm: 1.1261 2020-07-28 15:05:53,091 - mmaction - INFO - Epoch [51][80/940] lr: 3.286e-01, eta: 1 day, 9:14:21, time: 0.951, data_time: 0.006, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4529, loss_cls: 3.6996, loss: 3.6996, grad_norm: 1.1222 2020-07-28 15:06:13,323 - mmaction - INFO - Epoch [51][100/940] lr: 3.286e-01, eta: 1 day, 9:14:03, time: 1.012, data_time: 0.002, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4479, loss_cls: 3.7486, loss: 3.7486, grad_norm: 1.1103 2020-07-28 15:06:32,678 - mmaction - INFO - Epoch [51][120/940] lr: 3.286e-01, eta: 1 day, 9:13:42, time: 0.965, data_time: 0.004, memory: 5015, top1_acc: 0.2277, top5_acc: 0.4635, loss_cls: 3.6788, loss: 3.6788, grad_norm: 1.1107 2020-07-28 15:06:52,817 - mmaction - INFO - Epoch [51][140/940] lr: 3.286e-01, eta: 1 day, 9:13:24, time: 1.009, data_time: 0.006, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4615, loss_cls: 3.7277, loss: 3.7277, grad_norm: 1.1206 2020-07-28 15:07:12,131 - mmaction - INFO - Epoch [51][160/940] lr: 3.286e-01, eta: 1 day, 9:13:04, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.2229, top5_acc: 0.4471, loss_cls: 3.7216, loss: 3.7216, grad_norm: 1.1511 2020-07-28 15:07:30,718 - mmaction - INFO - Epoch [51][180/940] lr: 3.286e-01, eta: 1 day, 9:12:42, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.2178, top5_acc: 0.4576, loss_cls: 3.6941, loss: 3.6941, grad_norm: 1.0601 2020-07-28 15:07:50,463 - mmaction - INFO - Epoch [51][200/940] lr: 3.286e-01, eta: 1 day, 9:12:22, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2184, top5_acc: 0.4461, loss_cls: 3.7610, loss: 3.7610, grad_norm: 1.0896 2020-07-28 15:08:09,345 - mmaction - INFO - Epoch [51][220/940] lr: 3.286e-01, eta: 1 day, 9:12:01, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2301, top5_acc: 0.4686, loss_cls: 3.6532, loss: 3.6532, grad_norm: 1.1258 2020-07-28 15:08:29,180 - mmaction - INFO - Epoch [51][240/940] lr: 3.286e-01, eta: 1 day, 9:11:42, time: 0.993, data_time: 0.006, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4557, loss_cls: 3.7206, loss: 3.7206, grad_norm: 1.1111 2020-07-28 15:08:48,724 - mmaction - INFO - Epoch [51][260/940] lr: 3.286e-01, eta: 1 day, 9:11:22, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4598, loss_cls: 3.6822, loss: 3.6822, grad_norm: 1.1064 2020-07-28 15:09:07,883 - mmaction - INFO - Epoch [51][280/940] lr: 3.286e-01, eta: 1 day, 9:11:02, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4506, loss_cls: 3.7292, loss: 3.7292, grad_norm: 1.1260 2020-07-28 15:09:26,976 - mmaction - INFO - Epoch [51][300/940] lr: 3.286e-01, eta: 1 day, 9:10:41, time: 0.953, data_time: 0.004, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4592, loss_cls: 3.7252, loss: 3.7252, grad_norm: 1.1071 2020-07-28 15:09:47,080 - mmaction - INFO - Epoch [51][320/940] lr: 3.286e-01, eta: 1 day, 9:10:22, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.2326, top5_acc: 0.4631, loss_cls: 3.6744, loss: 3.6744, grad_norm: 1.1017 2020-07-28 15:10:05,929 - mmaction - INFO - Epoch [51][340/940] lr: 3.286e-01, eta: 1 day, 9:10:01, time: 0.943, data_time: 0.006, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4459, loss_cls: 3.6958, loss: 3.6958, grad_norm: 1.1238 2020-07-28 15:10:26,621 - mmaction - INFO - Epoch [51][360/940] lr: 3.286e-01, eta: 1 day, 9:09:44, time: 1.035, data_time: 0.002, memory: 5015, top1_acc: 0.2127, top5_acc: 0.4566, loss_cls: 3.7157, loss: 3.7157, grad_norm: 1.1060 2020-07-28 15:10:45,507 - mmaction - INFO - Epoch [51][380/940] lr: 3.286e-01, eta: 1 day, 9:09:23, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.2178, top5_acc: 0.4496, loss_cls: 3.7330, loss: 3.7330, grad_norm: 1.1249 2020-07-28 15:11:05,056 - mmaction - INFO - Epoch [51][400/940] lr: 3.286e-01, eta: 1 day, 9:09:03, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4516, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.1120 2020-07-28 15:11:25,148 - mmaction - INFO - Epoch [51][420/940] lr: 3.286e-01, eta: 1 day, 9:08:45, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2141, top5_acc: 0.4547, loss_cls: 3.7345, loss: 3.7345, grad_norm: 1.0943 2020-07-28 15:11:44,620 - mmaction - INFO - Epoch [51][440/940] lr: 3.286e-01, eta: 1 day, 9:08:25, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.2309, top5_acc: 0.4650, loss_cls: 3.6790, loss: 3.6790, grad_norm: 1.1114 2020-07-28 15:12:05,327 - mmaction - INFO - Epoch [51][460/940] lr: 3.286e-01, eta: 1 day, 9:08:08, time: 1.037, data_time: 0.006, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4477, loss_cls: 3.7285, loss: 3.7285, grad_norm: 1.0997 2020-07-28 15:12:24,786 - mmaction - INFO - Epoch [51][480/940] lr: 3.286e-01, eta: 1 day, 9:07:48, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2277, top5_acc: 0.4561, loss_cls: 3.7129, loss: 3.7129, grad_norm: 1.1083 2020-07-28 15:12:44,191 - mmaction - INFO - Epoch [51][500/940] lr: 3.286e-01, eta: 1 day, 9:07:28, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4643, loss_cls: 3.6787, loss: 3.6787, grad_norm: 1.1104 2020-07-28 15:13:03,649 - mmaction - INFO - Epoch [51][520/940] lr: 3.286e-01, eta: 1 day, 9:07:08, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4430, loss_cls: 3.7438, loss: 3.7438, grad_norm: 1.0874 2020-07-28 15:13:23,019 - mmaction - INFO - Epoch [51][540/940] lr: 3.286e-01, eta: 1 day, 9:06:48, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4514, loss_cls: 3.7383, loss: 3.7383, grad_norm: 1.1136 2020-07-28 15:13:43,039 - mmaction - INFO - Epoch [51][560/940] lr: 3.286e-01, eta: 1 day, 9:06:29, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4654, loss_cls: 3.6752, loss: 3.6752, grad_norm: 1.0932 2020-07-28 15:14:01,584 - mmaction - INFO - Epoch [51][580/940] lr: 3.286e-01, eta: 1 day, 9:06:07, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2199, top5_acc: 0.4562, loss_cls: 3.6992, loss: 3.6992, grad_norm: 1.1292 2020-07-28 15:14:21,737 - mmaction - INFO - Epoch [51][600/940] lr: 3.286e-01, eta: 1 day, 9:05:49, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4611, loss_cls: 3.7240, loss: 3.7240, grad_norm: 1.1143 2020-07-28 15:14:41,451 - mmaction - INFO - Epoch [51][620/940] lr: 3.286e-01, eta: 1 day, 9:05:29, time: 0.986, data_time: 0.004, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4613, loss_cls: 3.6589, loss: 3.6589, grad_norm: 1.1197 2020-07-28 15:15:01,850 - mmaction - INFO - Epoch [51][640/940] lr: 3.286e-01, eta: 1 day, 9:05:12, time: 1.019, data_time: 0.002, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4521, loss_cls: 3.7063, loss: 3.7063, grad_norm: 1.1279 2020-07-28 15:15:20,490 - mmaction - INFO - Epoch [51][660/940] lr: 3.286e-01, eta: 1 day, 9:04:50, time: 0.933, data_time: 0.004, memory: 5015, top1_acc: 0.2129, top5_acc: 0.4525, loss_cls: 3.7260, loss: 3.7260, grad_norm: 1.1244 2020-07-28 15:15:39,758 - mmaction - INFO - Epoch [51][680/940] lr: 3.286e-01, eta: 1 day, 9:04:29, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4609, loss_cls: 3.6993, loss: 3.6993, grad_norm: 1.1240 2020-07-28 15:15:59,533 - mmaction - INFO - Epoch [51][700/940] lr: 3.286e-01, eta: 1 day, 9:04:10, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2219, top5_acc: 0.4539, loss_cls: 3.6892, loss: 3.6892, grad_norm: 1.1197 2020-07-28 15:16:19,233 - mmaction - INFO - Epoch [51][720/940] lr: 3.286e-01, eta: 1 day, 9:03:51, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2184, top5_acc: 0.4463, loss_cls: 3.7598, loss: 3.7598, grad_norm: 1.1062 2020-07-28 15:16:38,753 - mmaction - INFO - Epoch [51][740/940] lr: 3.286e-01, eta: 1 day, 9:03:31, time: 0.978, data_time: 0.006, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4576, loss_cls: 3.7061, loss: 3.7061, grad_norm: 1.0857 2020-07-28 15:16:58,752 - mmaction - INFO - Epoch [51][760/940] lr: 3.286e-01, eta: 1 day, 9:03:13, time: 1.000, data_time: 0.002, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4699, loss_cls: 3.6757, loss: 3.6757, grad_norm: 1.1116 2020-07-28 15:17:18,156 - mmaction - INFO - Epoch [51][780/940] lr: 3.286e-01, eta: 1 day, 9:02:52, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4518, loss_cls: 3.7193, loss: 3.7193, grad_norm: 1.1363 2020-07-28 15:17:36,904 - mmaction - INFO - Epoch [51][800/940] lr: 3.286e-01, eta: 1 day, 9:02:31, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2238, top5_acc: 0.4535, loss_cls: 3.7472, loss: 3.7472, grad_norm: 1.0922 2020-07-28 15:17:58,001 - mmaction - INFO - Epoch [51][820/940] lr: 3.286e-01, eta: 1 day, 9:02:15, time: 1.053, data_time: 0.004, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4582, loss_cls: 3.7123, loss: 3.7123, grad_norm: 1.1020 2020-07-28 15:18:16,986 - mmaction - INFO - Epoch [51][840/940] lr: 3.286e-01, eta: 1 day, 9:01:54, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4533, loss_cls: 3.7083, loss: 3.7083, grad_norm: 1.1213 2020-07-28 15:18:36,637 - mmaction - INFO - Epoch [51][860/940] lr: 3.286e-01, eta: 1 day, 9:01:34, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4578, loss_cls: 3.6769, loss: 3.6769, grad_norm: 1.1017 2020-07-28 15:18:56,348 - mmaction - INFO - Epoch [51][880/940] lr: 3.286e-01, eta: 1 day, 9:01:15, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2244, top5_acc: 0.4584, loss_cls: 3.7224, loss: 3.7224, grad_norm: 1.0839 2020-07-28 15:19:15,680 - mmaction - INFO - Epoch [51][900/940] lr: 3.286e-01, eta: 1 day, 9:00:55, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2145, top5_acc: 0.4422, loss_cls: 3.7505, loss: 3.7505, grad_norm: 1.1146 2020-07-28 15:19:35,537 - mmaction - INFO - Epoch [51][920/940] lr: 3.286e-01, eta: 1 day, 9:00:36, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4555, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.0861 2020-07-28 15:19:53,553 - mmaction - INFO - Epoch [51][940/940] lr: 3.286e-01, eta: 1 day, 9:00:12, time: 0.898, data_time: 0.002, memory: 5015, top1_acc: 0.2317, top5_acc: 0.4643, loss_cls: 3.6516, loss: 3.6516, grad_norm: 1.1342 2020-07-28 15:19:53,755 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-07-28 15:20:20,477 - mmaction - INFO - Epoch [52][20/940] lr: 3.259e-01, eta: 1 day, 9:00:04, time: 1.212, data_time: 0.280, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4715, loss_cls: 3.6600, loss: 3.6600, grad_norm: 1.1338 2020-07-28 15:20:39,029 - mmaction - INFO - Epoch [52][40/940] lr: 3.259e-01, eta: 1 day, 8:59:42, time: 0.926, data_time: 0.004, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4543, loss_cls: 3.7082, loss: 3.7082, grad_norm: 1.1036 2020-07-28 15:20:59,228 - mmaction - INFO - Epoch [52][60/940] lr: 3.259e-01, eta: 1 day, 8:59:24, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4514, loss_cls: 3.7063, loss: 3.7063, grad_norm: 1.1051 2020-07-28 15:21:18,771 - mmaction - INFO - Epoch [52][80/940] lr: 3.259e-01, eta: 1 day, 8:59:04, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2221, top5_acc: 0.4533, loss_cls: 3.7191, loss: 3.7191, grad_norm: 1.1074 2020-07-28 15:21:38,010 - mmaction - INFO - Epoch [52][100/940] lr: 3.259e-01, eta: 1 day, 8:58:44, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4777, loss_cls: 3.6441, loss: 3.6441, grad_norm: 1.0932 2020-07-28 15:21:56,661 - mmaction - INFO - Epoch [52][120/940] lr: 3.259e-01, eta: 1 day, 8:58:22, time: 0.931, data_time: 0.004, memory: 5015, top1_acc: 0.2238, top5_acc: 0.4600, loss_cls: 3.6854, loss: 3.6854, grad_norm: 1.1220 2020-07-28 15:22:16,894 - mmaction - INFO - Epoch [52][140/940] lr: 3.259e-01, eta: 1 day, 8:58:04, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4596, loss_cls: 3.6848, loss: 3.6848, grad_norm: 1.1310 2020-07-28 15:22:35,791 - mmaction - INFO - Epoch [52][160/940] lr: 3.259e-01, eta: 1 day, 8:57:42, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.2133, top5_acc: 0.4525, loss_cls: 3.7289, loss: 3.7289, grad_norm: 1.0913 2020-07-28 15:22:55,829 - mmaction - INFO - Epoch [52][180/940] lr: 3.259e-01, eta: 1 day, 8:57:24, time: 1.002, data_time: 0.002, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4521, loss_cls: 3.7292, loss: 3.7292, grad_norm: 1.0986 2020-07-28 15:23:15,101 - mmaction - INFO - Epoch [52][200/940] lr: 3.259e-01, eta: 1 day, 8:57:03, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4533, loss_cls: 3.7229, loss: 3.7229, grad_norm: 1.0897 2020-07-28 15:23:34,301 - mmaction - INFO - Epoch [52][220/940] lr: 3.259e-01, eta: 1 day, 8:56:43, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4701, loss_cls: 3.7043, loss: 3.7043, grad_norm: 1.1267 2020-07-28 15:23:54,596 - mmaction - INFO - Epoch [52][240/940] lr: 3.259e-01, eta: 1 day, 8:56:25, time: 1.014, data_time: 0.002, memory: 5015, top1_acc: 0.2254, top5_acc: 0.4635, loss_cls: 3.6988, loss: 3.6988, grad_norm: 1.1186 2020-07-28 15:24:15,180 - mmaction - INFO - Epoch [52][260/940] lr: 3.259e-01, eta: 1 day, 8:56:08, time: 1.028, data_time: 0.004, memory: 5015, top1_acc: 0.2289, top5_acc: 0.4629, loss_cls: 3.6833, loss: 3.6833, grad_norm: 1.1281 2020-07-28 15:24:34,311 - mmaction - INFO - Epoch [52][280/940] lr: 3.259e-01, eta: 1 day, 8:55:47, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2260, top5_acc: 0.4500, loss_cls: 3.7039, loss: 3.7039, grad_norm: 1.1465 2020-07-28 15:24:54,823 - mmaction - INFO - Epoch [52][300/940] lr: 3.259e-01, eta: 1 day, 8:55:30, time: 1.026, data_time: 0.004, memory: 5015, top1_acc: 0.2189, top5_acc: 0.4521, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.1163 2020-07-28 15:25:14,972 - mmaction - INFO - Epoch [52][320/940] lr: 3.259e-01, eta: 1 day, 8:55:11, time: 1.006, data_time: 0.002, memory: 5015, top1_acc: 0.2301, top5_acc: 0.4766, loss_cls: 3.6206, loss: 3.6206, grad_norm: 1.1256 2020-07-28 15:25:34,450 - mmaction - INFO - Epoch [52][340/940] lr: 3.259e-01, eta: 1 day, 8:54:52, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4586, loss_cls: 3.7006, loss: 3.7006, grad_norm: 1.0964 2020-07-28 15:25:54,556 - mmaction - INFO - Epoch [52][360/940] lr: 3.259e-01, eta: 1 day, 8:54:33, time: 1.006, data_time: 0.002, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4658, loss_cls: 3.6813, loss: 3.6813, grad_norm: 1.1055 2020-07-28 15:26:13,711 - mmaction - INFO - Epoch [52][380/940] lr: 3.259e-01, eta: 1 day, 8:54:13, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4631, loss_cls: 3.6962, loss: 3.6962, grad_norm: 1.1085 2020-07-28 15:26:32,779 - mmaction - INFO - Epoch [52][400/940] lr: 3.259e-01, eta: 1 day, 8:53:52, time: 0.952, data_time: 0.015, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4494, loss_cls: 3.7113, loss: 3.7113, grad_norm: 1.1285 2020-07-28 15:26:53,194 - mmaction - INFO - Epoch [52][420/940] lr: 3.259e-01, eta: 1 day, 8:53:34, time: 1.021, data_time: 0.007, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4730, loss_cls: 3.6387, loss: 3.6387, grad_norm: 1.1015 2020-07-28 15:27:11,930 - mmaction - INFO - Epoch [52][440/940] lr: 3.259e-01, eta: 1 day, 8:53:12, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2225, top5_acc: 0.4574, loss_cls: 3.6664, loss: 3.6664, grad_norm: 1.1212 2020-07-28 15:27:31,425 - mmaction - INFO - Epoch [52][460/940] lr: 3.259e-01, eta: 1 day, 8:52:53, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2244, top5_acc: 0.4611, loss_cls: 3.7078, loss: 3.7078, grad_norm: 1.1191 2020-07-28 15:27:52,242 - mmaction - INFO - Epoch [52][480/940] lr: 3.259e-01, eta: 1 day, 8:52:36, time: 1.041, data_time: 0.002, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4611, loss_cls: 3.7123, loss: 3.7123, grad_norm: 1.0956 2020-07-28 15:28:11,330 - mmaction - INFO - Epoch [52][500/940] lr: 3.259e-01, eta: 1 day, 8:52:15, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2197, top5_acc: 0.4566, loss_cls: 3.7173, loss: 3.7173, grad_norm: 1.1399 2020-07-28 15:28:30,650 - mmaction - INFO - Epoch [52][520/940] lr: 3.259e-01, eta: 1 day, 8:51:55, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4658, loss_cls: 3.6981, loss: 3.6981, grad_norm: 1.0917 2020-07-28 15:28:50,276 - mmaction - INFO - Epoch [52][540/940] lr: 3.259e-01, eta: 1 day, 8:51:35, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4580, loss_cls: 3.7079, loss: 3.7079, grad_norm: 1.1263 2020-07-28 15:29:09,490 - mmaction - INFO - Epoch [52][560/940] lr: 3.259e-01, eta: 1 day, 8:51:15, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4508, loss_cls: 3.6765, loss: 3.6765, grad_norm: 1.1023 2020-07-28 15:29:28,958 - mmaction - INFO - Epoch [52][580/940] lr: 3.259e-01, eta: 1 day, 8:50:55, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.2338, top5_acc: 0.4549, loss_cls: 3.7264, loss: 3.7264, grad_norm: 1.1025 2020-07-28 15:29:48,005 - mmaction - INFO - Epoch [52][600/940] lr: 3.259e-01, eta: 1 day, 8:50:34, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4605, loss_cls: 3.6904, loss: 3.6904, grad_norm: 1.1027 2020-07-28 15:30:06,731 - mmaction - INFO - Epoch [52][620/940] lr: 3.259e-01, eta: 1 day, 8:50:12, time: 0.939, data_time: 0.007, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4607, loss_cls: 3.7013, loss: 3.7013, grad_norm: 1.1212 2020-07-28 15:30:25,710 - mmaction - INFO - Epoch [52][640/940] lr: 3.259e-01, eta: 1 day, 8:49:51, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.2293, top5_acc: 0.4547, loss_cls: 3.6786, loss: 3.6786, grad_norm: 1.0997 2020-07-28 15:30:45,128 - mmaction - INFO - Epoch [52][660/940] lr: 3.259e-01, eta: 1 day, 8:49:31, time: 0.971, data_time: 0.004, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4494, loss_cls: 3.7186, loss: 3.7186, grad_norm: 1.1150 2020-07-28 15:31:04,627 - mmaction - INFO - Epoch [52][680/940] lr: 3.259e-01, eta: 1 day, 8:49:11, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.2361, top5_acc: 0.4758, loss_cls: 3.6230, loss: 3.6230, grad_norm: 1.0921 2020-07-28 15:31:24,008 - mmaction - INFO - Epoch [52][700/940] lr: 3.259e-01, eta: 1 day, 8:48:51, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4613, loss_cls: 3.6544, loss: 3.6544, grad_norm: 1.1230 2020-07-28 15:31:43,271 - mmaction - INFO - Epoch [52][720/940] lr: 3.259e-01, eta: 1 day, 8:48:30, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4539, loss_cls: 3.7097, loss: 3.7097, grad_norm: 1.1309 2020-07-28 15:32:02,436 - mmaction - INFO - Epoch [52][740/940] lr: 3.259e-01, eta: 1 day, 8:48:10, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4631, loss_cls: 3.6964, loss: 3.6964, grad_norm: 1.1203 2020-07-28 15:32:21,607 - mmaction - INFO - Epoch [52][760/940] lr: 3.259e-01, eta: 1 day, 8:47:49, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2260, top5_acc: 0.4494, loss_cls: 3.7247, loss: 3.7247, grad_norm: 1.1424 2020-07-28 15:32:41,243 - mmaction - INFO - Epoch [52][780/940] lr: 3.259e-01, eta: 1 day, 8:47:30, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4715, loss_cls: 3.6523, loss: 3.6523, grad_norm: 1.1189 2020-07-28 15:33:01,332 - mmaction - INFO - Epoch [52][800/940] lr: 3.259e-01, eta: 1 day, 8:47:11, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4662, loss_cls: 3.6989, loss: 3.6989, grad_norm: 1.1234 2020-07-28 15:33:20,866 - mmaction - INFO - Epoch [52][820/940] lr: 3.259e-01, eta: 1 day, 8:46:51, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4533, loss_cls: 3.7108, loss: 3.7108, grad_norm: 1.1090 2020-07-28 15:33:39,576 - mmaction - INFO - Epoch [52][840/940] lr: 3.259e-01, eta: 1 day, 8:46:30, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2254, top5_acc: 0.4631, loss_cls: 3.6920, loss: 3.6920, grad_norm: 1.1130 2020-07-28 15:33:59,769 - mmaction - INFO - Epoch [52][860/940] lr: 3.259e-01, eta: 1 day, 8:46:12, time: 1.010, data_time: 0.002, memory: 5015, top1_acc: 0.2119, top5_acc: 0.4537, loss_cls: 3.7592, loss: 3.7592, grad_norm: 1.1296 2020-07-28 15:34:18,894 - mmaction - INFO - Epoch [52][880/940] lr: 3.259e-01, eta: 1 day, 8:45:51, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4531, loss_cls: 3.7412, loss: 3.7412, grad_norm: 1.0994 2020-07-28 15:34:37,574 - mmaction - INFO - Epoch [52][900/940] lr: 3.259e-01, eta: 1 day, 8:45:29, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.2313, top5_acc: 0.4551, loss_cls: 3.7084, loss: 3.7084, grad_norm: 1.0960 2020-07-28 15:34:58,891 - mmaction - INFO - Epoch [52][920/940] lr: 3.259e-01, eta: 1 day, 8:45:14, time: 1.064, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4463, loss_cls: 3.7339, loss: 3.7339, grad_norm: 1.1027 2020-07-28 15:35:16,630 - mmaction - INFO - Epoch [52][940/940] lr: 3.259e-01, eta: 1 day, 8:44:49, time: 0.889, data_time: 0.005, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4704, loss_cls: 3.6745, loss: 3.6745, grad_norm: 1.1377 2020-07-28 15:35:16,858 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-28 15:35:43,488 - mmaction - INFO - Epoch [53][20/940] lr: 3.231e-01, eta: 1 day, 8:44:41, time: 1.212, data_time: 0.279, memory: 5015, top1_acc: 0.2188, top5_acc: 0.4592, loss_cls: 3.6991, loss: 3.6991, grad_norm: 1.1378 2020-07-28 15:36:03,054 - mmaction - INFO - Epoch [53][40/940] lr: 3.231e-01, eta: 1 day, 8:44:22, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2238, top5_acc: 0.4650, loss_cls: 3.6921, loss: 3.6921, grad_norm: 1.1136 2020-07-28 15:36:21,966 - mmaction - INFO - Epoch [53][60/940] lr: 3.231e-01, eta: 1 day, 8:44:00, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2363, top5_acc: 0.4713, loss_cls: 3.6344, loss: 3.6344, grad_norm: 1.1067 2020-07-28 15:36:42,033 - mmaction - INFO - Epoch [53][80/940] lr: 3.231e-01, eta: 1 day, 8:43:42, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.2152, top5_acc: 0.4551, loss_cls: 3.6895, loss: 3.6895, grad_norm: 1.1494 2020-07-28 15:37:01,198 - mmaction - INFO - Epoch [53][100/940] lr: 3.231e-01, eta: 1 day, 8:43:21, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2279, top5_acc: 0.4666, loss_cls: 3.6695, loss: 3.6695, grad_norm: 1.1171 2020-07-28 15:37:20,963 - mmaction - INFO - Epoch [53][120/940] lr: 3.231e-01, eta: 1 day, 8:43:02, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2213, top5_acc: 0.4744, loss_cls: 3.6760, loss: 3.6760, grad_norm: 1.1357 2020-07-28 15:37:40,311 - mmaction - INFO - Epoch [53][140/940] lr: 3.231e-01, eta: 1 day, 8:42:42, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2223, top5_acc: 0.4574, loss_cls: 3.6975, loss: 3.6975, grad_norm: 1.1614 2020-07-28 15:37:59,930 - mmaction - INFO - Epoch [53][160/940] lr: 3.231e-01, eta: 1 day, 8:42:22, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4598, loss_cls: 3.6830, loss: 3.6830, grad_norm: 1.1153 2020-07-28 15:38:20,619 - mmaction - INFO - Epoch [53][180/940] lr: 3.231e-01, eta: 1 day, 8:42:05, time: 1.034, data_time: 0.005, memory: 5015, top1_acc: 0.2223, top5_acc: 0.4660, loss_cls: 3.6766, loss: 3.6766, grad_norm: 1.1221 2020-07-28 15:38:40,467 - mmaction - INFO - Epoch [53][200/940] lr: 3.231e-01, eta: 1 day, 8:41:46, time: 0.992, data_time: 0.002, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4604, loss_cls: 3.6951, loss: 3.6951, grad_norm: 1.1243 2020-07-28 15:38:59,604 - mmaction - INFO - Epoch [53][220/940] lr: 3.231e-01, eta: 1 day, 8:41:26, time: 0.957, data_time: 0.003, memory: 5015, top1_acc: 0.2137, top5_acc: 0.4502, loss_cls: 3.7274, loss: 3.7274, grad_norm: 1.1096 2020-07-28 15:39:19,160 - mmaction - INFO - Epoch [53][240/940] lr: 3.231e-01, eta: 1 day, 8:41:06, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.2313, top5_acc: 0.4590, loss_cls: 3.6725, loss: 3.6725, grad_norm: 1.1136 2020-07-28 15:39:38,618 - mmaction - INFO - Epoch [53][260/940] lr: 3.231e-01, eta: 1 day, 8:40:46, time: 0.975, data_time: 0.006, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4592, loss_cls: 3.6804, loss: 3.6804, grad_norm: 1.1291 2020-07-28 15:39:58,805 - mmaction - INFO - Epoch [53][280/940] lr: 3.231e-01, eta: 1 day, 8:40:28, time: 1.008, data_time: 0.004, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4734, loss_cls: 3.6110, loss: 3.6110, grad_norm: 1.1104 2020-07-28 15:40:17,857 - mmaction - INFO - Epoch [53][300/940] lr: 3.231e-01, eta: 1 day, 8:40:07, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2195, top5_acc: 0.4598, loss_cls: 3.6956, loss: 3.6956, grad_norm: 1.1295 2020-07-28 15:40:38,790 - mmaction - INFO - Epoch [53][320/940] lr: 3.231e-01, eta: 1 day, 8:39:51, time: 1.047, data_time: 0.008, memory: 5015, top1_acc: 0.2229, top5_acc: 0.4555, loss_cls: 3.6900, loss: 3.6900, grad_norm: 1.1295 2020-07-28 15:40:58,143 - mmaction - INFO - Epoch [53][340/940] lr: 3.231e-01, eta: 1 day, 8:39:30, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4467, loss_cls: 3.7041, loss: 3.7041, grad_norm: 1.1126 2020-07-28 15:41:17,119 - mmaction - INFO - Epoch [53][360/940] lr: 3.231e-01, eta: 1 day, 8:39:09, time: 0.948, data_time: 0.006, memory: 5015, top1_acc: 0.2270, top5_acc: 0.4625, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.1102 2020-07-28 15:41:37,558 - mmaction - INFO - Epoch [53][380/940] lr: 3.231e-01, eta: 1 day, 8:38:52, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4621, loss_cls: 3.7038, loss: 3.7038, grad_norm: 1.1212 2020-07-28 15:41:57,292 - mmaction - INFO - Epoch [53][400/940] lr: 3.231e-01, eta: 1 day, 8:38:32, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4689, loss_cls: 3.6687, loss: 3.6687, grad_norm: 1.1109 2020-07-28 15:42:17,452 - mmaction - INFO - Epoch [53][420/940] lr: 3.231e-01, eta: 1 day, 8:38:14, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4627, loss_cls: 3.6607, loss: 3.6607, grad_norm: 1.1279 2020-07-28 15:42:36,720 - mmaction - INFO - Epoch [53][440/940] lr: 3.231e-01, eta: 1 day, 8:37:54, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4697, loss_cls: 3.6440, loss: 3.6440, grad_norm: 1.1405 2020-07-28 15:42:56,384 - mmaction - INFO - Epoch [53][460/940] lr: 3.231e-01, eta: 1 day, 8:37:34, time: 0.985, data_time: 0.006, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4541, loss_cls: 3.7403, loss: 3.7403, grad_norm: 1.1174 2020-07-28 15:43:15,482 - mmaction - INFO - Epoch [53][480/940] lr: 3.231e-01, eta: 1 day, 8:37:14, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2289, top5_acc: 0.4650, loss_cls: 3.6595, loss: 3.6595, grad_norm: 1.1137 2020-07-28 15:43:34,654 - mmaction - INFO - Epoch [53][500/940] lr: 3.231e-01, eta: 1 day, 8:36:53, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4615, loss_cls: 3.6585, loss: 3.6585, grad_norm: 1.1159 2020-07-28 15:43:54,656 - mmaction - INFO - Epoch [53][520/940] lr: 3.231e-01, eta: 1 day, 8:36:34, time: 1.000, data_time: 0.002, memory: 5015, top1_acc: 0.2162, top5_acc: 0.4463, loss_cls: 3.7408, loss: 3.7408, grad_norm: 1.1273 2020-07-28 15:44:14,933 - mmaction - INFO - Epoch [53][540/940] lr: 3.231e-01, eta: 1 day, 8:36:16, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4551, loss_cls: 3.7203, loss: 3.7203, grad_norm: 1.1008 2020-07-28 15:44:34,382 - mmaction - INFO - Epoch [53][560/940] lr: 3.231e-01, eta: 1 day, 8:35:56, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4613, loss_cls: 3.6830, loss: 3.6830, grad_norm: 1.1180 2020-07-28 15:44:54,702 - mmaction - INFO - Epoch [53][580/940] lr: 3.231e-01, eta: 1 day, 8:35:39, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4637, loss_cls: 3.6953, loss: 3.6953, grad_norm: 1.1169 2020-07-28 15:45:13,529 - mmaction - INFO - Epoch [53][600/940] lr: 3.231e-01, eta: 1 day, 8:35:17, time: 0.943, data_time: 0.006, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4604, loss_cls: 3.6563, loss: 3.6563, grad_norm: 1.1158 2020-07-28 15:45:33,650 - mmaction - INFO - Epoch [53][620/940] lr: 3.231e-01, eta: 1 day, 8:34:59, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4639, loss_cls: 3.7055, loss: 3.7055, grad_norm: 1.1269 2020-07-28 15:45:52,843 - mmaction - INFO - Epoch [53][640/940] lr: 3.231e-01, eta: 1 day, 8:34:38, time: 0.960, data_time: 0.002, memory: 5015, top1_acc: 0.2283, top5_acc: 0.4580, loss_cls: 3.6969, loss: 3.6969, grad_norm: 1.1186 2020-07-28 15:46:12,375 - mmaction - INFO - Epoch [53][660/940] lr: 3.231e-01, eta: 1 day, 8:34:18, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2354, top5_acc: 0.4717, loss_cls: 3.6577, loss: 3.6577, grad_norm: 1.1333 2020-07-28 15:46:31,623 - mmaction - INFO - Epoch [53][680/940] lr: 3.231e-01, eta: 1 day, 8:33:58, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4711, loss_cls: 3.6559, loss: 3.6559, grad_norm: 1.1250 2020-07-28 15:46:50,606 - mmaction - INFO - Epoch [53][700/940] lr: 3.231e-01, eta: 1 day, 8:33:37, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4611, loss_cls: 3.7254, loss: 3.7254, grad_norm: 1.1168 2020-07-28 15:47:10,801 - mmaction - INFO - Epoch [53][720/940] lr: 3.231e-01, eta: 1 day, 8:33:19, time: 1.012, data_time: 0.006, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4547, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1163 2020-07-28 15:47:31,158 - mmaction - INFO - Epoch [53][740/940] lr: 3.231e-01, eta: 1 day, 8:33:01, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4559, loss_cls: 3.7100, loss: 3.7100, grad_norm: 1.0950 2020-07-28 15:47:51,429 - mmaction - INFO - Epoch [53][760/940] lr: 3.231e-01, eta: 1 day, 8:32:43, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2211, top5_acc: 0.4467, loss_cls: 3.7048, loss: 3.7048, grad_norm: 1.1189 2020-07-28 15:48:10,219 - mmaction - INFO - Epoch [53][780/940] lr: 3.231e-01, eta: 1 day, 8:32:21, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2283, top5_acc: 0.4623, loss_cls: 3.6574, loss: 3.6574, grad_norm: 1.1087 2020-07-28 15:48:31,354 - mmaction - INFO - Epoch [53][800/940] lr: 3.231e-01, eta: 1 day, 8:32:06, time: 1.058, data_time: 0.004, memory: 5015, top1_acc: 0.2111, top5_acc: 0.4436, loss_cls: 3.7660, loss: 3.7660, grad_norm: 1.1143 2020-07-28 15:48:50,735 - mmaction - INFO - Epoch [53][820/940] lr: 3.231e-01, eta: 1 day, 8:31:45, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4693, loss_cls: 3.6643, loss: 3.6643, grad_norm: 1.1224 2020-07-28 15:49:10,425 - mmaction - INFO - Epoch [53][840/940] lr: 3.231e-01, eta: 1 day, 8:31:26, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4574, loss_cls: 3.7327, loss: 3.7327, grad_norm: 1.1337 2020-07-28 15:49:29,363 - mmaction - INFO - Epoch [53][860/940] lr: 3.231e-01, eta: 1 day, 8:31:05, time: 0.945, data_time: 0.004, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4449, loss_cls: 3.7573, loss: 3.7573, grad_norm: 1.1360 2020-07-28 15:49:50,757 - mmaction - INFO - Epoch [53][880/940] lr: 3.231e-01, eta: 1 day, 8:30:50, time: 1.072, data_time: 0.005, memory: 5015, top1_acc: 0.2355, top5_acc: 0.4658, loss_cls: 3.6917, loss: 3.6917, grad_norm: 1.1179 2020-07-28 15:50:10,773 - mmaction - INFO - Epoch [53][900/940] lr: 3.231e-01, eta: 1 day, 8:30:31, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4568, loss_cls: 3.7039, loss: 3.7039, grad_norm: 1.1210 2020-07-28 15:50:30,923 - mmaction - INFO - Epoch [53][920/940] lr: 3.231e-01, eta: 1 day, 8:30:13, time: 1.008, data_time: 0.002, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4627, loss_cls: 3.6812, loss: 3.6812, grad_norm: 1.1269 2020-07-28 15:50:49,793 - mmaction - INFO - Epoch [53][940/940] lr: 3.231e-01, eta: 1 day, 8:29:51, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4515, loss_cls: 3.7537, loss: 3.7537, grad_norm: 1.1353 2020-07-28 15:50:50,127 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-07-28 15:51:16,307 - mmaction - INFO - Epoch [54][20/940] lr: 3.204e-01, eta: 1 day, 8:29:40, time: 1.150, data_time: 0.245, memory: 5015, top1_acc: 0.2143, top5_acc: 0.4496, loss_cls: 3.7420, loss: 3.7420, grad_norm: 1.1177 2020-07-28 15:51:34,355 - mmaction - INFO - Epoch [54][40/940] lr: 3.204e-01, eta: 1 day, 8:29:16, time: 0.901, data_time: 0.005, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4680, loss_cls: 3.6297, loss: 3.6297, grad_norm: 1.0942 2020-07-28 15:51:55,183 - mmaction - INFO - Epoch [54][60/940] lr: 3.204e-01, eta: 1 day, 8:29:00, time: 1.043, data_time: 0.005, memory: 5015, top1_acc: 0.2316, top5_acc: 0.4756, loss_cls: 3.6290, loss: 3.6290, grad_norm: 1.1286 2020-07-28 15:52:14,364 - mmaction - INFO - Epoch [54][80/940] lr: 3.204e-01, eta: 1 day, 8:28:39, time: 0.957, data_time: 0.004, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4557, loss_cls: 3.7057, loss: 3.7057, grad_norm: 1.1332 2020-07-28 15:52:33,089 - mmaction - INFO - Epoch [54][100/940] lr: 3.204e-01, eta: 1 day, 8:28:18, time: 0.939, data_time: 0.006, memory: 5015, top1_acc: 0.2148, top5_acc: 0.4523, loss_cls: 3.7390, loss: 3.7390, grad_norm: 1.1070 2020-07-28 15:52:53,542 - mmaction - INFO - Epoch [54][120/940] lr: 3.204e-01, eta: 1 day, 8:28:00, time: 1.022, data_time: 0.002, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4662, loss_cls: 3.6643, loss: 3.6643, grad_norm: 1.1179 2020-07-28 15:53:12,460 - mmaction - INFO - Epoch [54][140/940] lr: 3.204e-01, eta: 1 day, 8:27:39, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4746, loss_cls: 3.6393, loss: 3.6393, grad_norm: 1.1202 2020-07-28 15:53:31,384 - mmaction - INFO - Epoch [54][160/940] lr: 3.204e-01, eta: 1 day, 8:27:18, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4564, loss_cls: 3.6987, loss: 3.6987, grad_norm: 1.1295 2020-07-28 15:53:52,056 - mmaction - INFO - Epoch [54][180/940] lr: 3.204e-01, eta: 1 day, 8:27:00, time: 1.032, data_time: 0.004, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4590, loss_cls: 3.7284, loss: 3.7284, grad_norm: 1.1103 2020-07-28 15:54:11,578 - mmaction - INFO - Epoch [54][200/940] lr: 3.204e-01, eta: 1 day, 8:26:41, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2176, top5_acc: 0.4551, loss_cls: 3.7176, loss: 3.7176, grad_norm: 1.1457 2020-07-28 15:54:30,970 - mmaction - INFO - Epoch [54][220/940] lr: 3.204e-01, eta: 1 day, 8:26:20, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2393, top5_acc: 0.4834, loss_cls: 3.6055, loss: 3.6055, grad_norm: 1.1252 2020-07-28 15:54:51,169 - mmaction - INFO - Epoch [54][240/940] lr: 3.204e-01, eta: 1 day, 8:26:02, time: 1.013, data_time: 0.006, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4574, loss_cls: 3.7140, loss: 3.7140, grad_norm: 1.1280 2020-07-28 15:55:10,783 - mmaction - INFO - Epoch [54][260/940] lr: 3.204e-01, eta: 1 day, 8:25:43, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4609, loss_cls: 3.6760, loss: 3.6760, grad_norm: 1.1095 2020-07-28 15:55:31,153 - mmaction - INFO - Epoch [54][280/940] lr: 3.204e-01, eta: 1 day, 8:25:25, time: 1.019, data_time: 0.002, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4600, loss_cls: 3.6732, loss: 3.6732, grad_norm: 1.1213 2020-07-28 15:55:50,385 - mmaction - INFO - Epoch [54][300/940] lr: 3.204e-01, eta: 1 day, 8:25:05, time: 0.962, data_time: 0.002, memory: 5015, top1_acc: 0.2256, top5_acc: 0.4549, loss_cls: 3.6745, loss: 3.6745, grad_norm: 1.1422 2020-07-28 15:56:10,351 - mmaction - INFO - Epoch [54][320/940] lr: 3.204e-01, eta: 1 day, 8:24:46, time: 0.997, data_time: 0.004, memory: 5015, top1_acc: 0.2301, top5_acc: 0.4635, loss_cls: 3.6614, loss: 3.6614, grad_norm: 1.1327 2020-07-28 15:56:29,640 - mmaction - INFO - Epoch [54][340/940] lr: 3.204e-01, eta: 1 day, 8:24:26, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2113, top5_acc: 0.4557, loss_cls: 3.7360, loss: 3.7360, grad_norm: 1.1211 2020-07-28 15:56:49,756 - mmaction - INFO - Epoch [54][360/940] lr: 3.204e-01, eta: 1 day, 8:24:07, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2352, top5_acc: 0.4715, loss_cls: 3.6521, loss: 3.6521, grad_norm: 1.1114 2020-07-28 15:57:08,649 - mmaction - INFO - Epoch [54][380/940] lr: 3.204e-01, eta: 1 day, 8:23:46, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2330, top5_acc: 0.4660, loss_cls: 3.6494, loss: 3.6494, grad_norm: 1.1217 2020-07-28 15:57:29,324 - mmaction - INFO - Epoch [54][400/940] lr: 3.204e-01, eta: 1 day, 8:23:29, time: 1.034, data_time: 0.002, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4635, loss_cls: 3.6843, loss: 3.6843, grad_norm: 1.1448 2020-07-28 15:57:49,337 - mmaction - INFO - Epoch [54][420/940] lr: 3.204e-01, eta: 1 day, 8:23:10, time: 0.999, data_time: 0.004, memory: 5015, top1_acc: 0.2229, top5_acc: 0.4521, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.0874 2020-07-28 15:58:08,381 - mmaction - INFO - Epoch [54][440/940] lr: 3.204e-01, eta: 1 day, 8:22:49, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2324, top5_acc: 0.4703, loss_cls: 3.6739, loss: 3.6739, grad_norm: 1.1188 2020-07-28 15:58:28,577 - mmaction - INFO - Epoch [54][460/940] lr: 3.204e-01, eta: 1 day, 8:22:31, time: 1.008, data_time: 0.006, memory: 5015, top1_acc: 0.2217, top5_acc: 0.4578, loss_cls: 3.6937, loss: 3.6937, grad_norm: 1.1155 2020-07-28 15:58:48,174 - mmaction - INFO - Epoch [54][480/940] lr: 3.204e-01, eta: 1 day, 8:22:11, time: 0.982, data_time: 0.006, memory: 5015, top1_acc: 0.2289, top5_acc: 0.4621, loss_cls: 3.6836, loss: 3.6836, grad_norm: 1.1340 2020-07-28 15:59:08,410 - mmaction - INFO - Epoch [54][500/940] lr: 3.204e-01, eta: 1 day, 8:21:53, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2191, top5_acc: 0.4709, loss_cls: 3.6702, loss: 3.6702, grad_norm: 1.1365 2020-07-28 15:59:27,513 - mmaction - INFO - Epoch [54][520/940] lr: 3.204e-01, eta: 1 day, 8:21:33, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4582, loss_cls: 3.6961, loss: 3.6961, grad_norm: 1.1028 2020-07-28 15:59:48,413 - mmaction - INFO - Epoch [54][540/940] lr: 3.204e-01, eta: 1 day, 8:21:16, time: 1.044, data_time: 0.005, memory: 5015, top1_acc: 0.2283, top5_acc: 0.4686, loss_cls: 3.6754, loss: 3.6754, grad_norm: 1.1216 2020-07-28 16:00:10,809 - mmaction - INFO - Epoch [54][560/940] lr: 3.204e-01, eta: 1 day, 8:21:03, time: 1.117, data_time: 0.005, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4508, loss_cls: 3.7300, loss: 3.7300, grad_norm: 1.1254 2020-07-28 16:00:29,097 - mmaction - INFO - Epoch [54][580/940] lr: 3.204e-01, eta: 1 day, 8:20:40, time: 0.919, data_time: 0.012, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4680, loss_cls: 3.6235, loss: 3.6235, grad_norm: 1.1299 2020-07-28 16:00:49,021 - mmaction - INFO - Epoch [54][600/940] lr: 3.204e-01, eta: 1 day, 8:20:21, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4494, loss_cls: 3.7218, loss: 3.7218, grad_norm: 1.1434 2020-07-28 16:01:08,847 - mmaction - INFO - Epoch [54][620/940] lr: 3.204e-01, eta: 1 day, 8:20:02, time: 0.991, data_time: 0.002, memory: 5015, top1_acc: 0.2311, top5_acc: 0.4631, loss_cls: 3.6507, loss: 3.6507, grad_norm: 1.1188 2020-07-28 16:01:28,084 - mmaction - INFO - Epoch [54][640/940] lr: 3.204e-01, eta: 1 day, 8:19:42, time: 0.962, data_time: 0.002, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4695, loss_cls: 3.6646, loss: 3.6646, grad_norm: 1.1364 2020-07-28 16:01:49,071 - mmaction - INFO - Epoch [54][660/940] lr: 3.204e-01, eta: 1 day, 8:19:25, time: 1.048, data_time: 0.005, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4580, loss_cls: 3.6721, loss: 3.6721, grad_norm: 1.1068 2020-07-28 16:02:09,460 - mmaction - INFO - Epoch [54][680/940] lr: 3.204e-01, eta: 1 day, 8:19:08, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4580, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.1075 2020-07-28 16:02:30,333 - mmaction - INFO - Epoch [54][700/940] lr: 3.204e-01, eta: 1 day, 8:18:51, time: 1.044, data_time: 0.006, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4527, loss_cls: 3.7351, loss: 3.7351, grad_norm: 1.1408 2020-07-28 16:02:50,095 - mmaction - INFO - Epoch [54][720/940] lr: 3.204e-01, eta: 1 day, 8:18:32, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4598, loss_cls: 3.6831, loss: 3.6831, grad_norm: 1.1241 2020-07-28 16:03:09,292 - mmaction - INFO - Epoch [54][740/940] lr: 3.204e-01, eta: 1 day, 8:18:11, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4635, loss_cls: 3.6838, loss: 3.6838, grad_norm: 1.1386 2020-07-28 16:03:28,924 - mmaction - INFO - Epoch [54][760/940] lr: 3.204e-01, eta: 1 day, 8:17:52, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6876, loss: 3.6876, grad_norm: 1.1335 2020-07-28 16:03:48,710 - mmaction - INFO - Epoch [54][780/940] lr: 3.204e-01, eta: 1 day, 8:17:33, time: 0.988, data_time: 0.004, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4654, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.1472 2020-07-28 16:04:08,576 - mmaction - INFO - Epoch [54][800/940] lr: 3.204e-01, eta: 1 day, 8:17:14, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2320, top5_acc: 0.4600, loss_cls: 3.6689, loss: 3.6689, grad_norm: 1.1552 2020-07-28 16:04:28,231 - mmaction - INFO - Epoch [54][820/940] lr: 3.204e-01, eta: 1 day, 8:16:54, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4686, loss_cls: 3.6619, loss: 3.6619, grad_norm: 1.1367 2020-07-28 16:04:48,226 - mmaction - INFO - Epoch [54][840/940] lr: 3.204e-01, eta: 1 day, 8:16:36, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4633, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1437 2020-07-28 16:05:07,850 - mmaction - INFO - Epoch [54][860/940] lr: 3.204e-01, eta: 1 day, 8:16:16, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4613, loss_cls: 3.6889, loss: 3.6889, grad_norm: 1.1067 2020-07-28 16:05:26,789 - mmaction - INFO - Epoch [54][880/940] lr: 3.204e-01, eta: 1 day, 8:15:55, time: 0.947, data_time: 0.002, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4551, loss_cls: 3.6688, loss: 3.6688, grad_norm: 1.1216 2020-07-28 16:05:47,064 - mmaction - INFO - Epoch [54][900/940] lr: 3.204e-01, eta: 1 day, 8:15:37, time: 1.012, data_time: 0.004, memory: 5015, top1_acc: 0.2285, top5_acc: 0.4752, loss_cls: 3.6535, loss: 3.6535, grad_norm: 1.1340 2020-07-28 16:06:07,588 - mmaction - INFO - Epoch [54][920/940] lr: 3.204e-01, eta: 1 day, 8:15:19, time: 1.028, data_time: 0.005, memory: 5015, top1_acc: 0.2150, top5_acc: 0.4582, loss_cls: 3.7115, loss: 3.7115, grad_norm: 1.1294 2020-07-28 16:06:25,462 - mmaction - INFO - Epoch [54][940/940] lr: 3.204e-01, eta: 1 day, 8:14:56, time: 0.893, data_time: 0.002, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4706, loss_cls: 3.6740, loss: 3.6740, grad_norm: 1.1173 2020-07-28 16:06:25,866 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-07-28 16:06:54,840 - mmaction - INFO - Epoch [55][20/940] lr: 3.176e-01, eta: 1 day, 8:14:49, time: 1.248, data_time: 0.313, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4600, loss_cls: 3.6902, loss: 3.6902, grad_norm: 1.1306 2020-07-28 16:07:14,552 - mmaction - INFO - Epoch [55][40/940] lr: 3.176e-01, eta: 1 day, 8:14:29, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.2309, top5_acc: 0.4680, loss_cls: 3.6643, loss: 3.6643, grad_norm: 1.0996 2020-07-28 16:07:34,385 - mmaction - INFO - Epoch [55][60/940] lr: 3.176e-01, eta: 1 day, 8:14:10, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4699, loss_cls: 3.6602, loss: 3.6602, grad_norm: 1.1165 2020-07-28 16:07:54,028 - mmaction - INFO - Epoch [55][80/940] lr: 3.176e-01, eta: 1 day, 8:13:51, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4619, loss_cls: 3.6592, loss: 3.6592, grad_norm: 1.1368 2020-07-28 16:08:13,224 - mmaction - INFO - Epoch [55][100/940] lr: 3.176e-01, eta: 1 day, 8:13:30, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4680, loss_cls: 3.6406, loss: 3.6406, grad_norm: 1.1180 2020-07-28 16:08:33,985 - mmaction - INFO - Epoch [55][120/940] lr: 3.176e-01, eta: 1 day, 8:13:13, time: 1.039, data_time: 0.005, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4621, loss_cls: 3.6787, loss: 3.6787, grad_norm: 1.1215 2020-07-28 16:08:53,687 - mmaction - INFO - Epoch [55][140/940] lr: 3.176e-01, eta: 1 day, 8:12:54, time: 0.985, data_time: 0.002, memory: 5015, top1_acc: 0.2270, top5_acc: 0.4643, loss_cls: 3.6576, loss: 3.6576, grad_norm: 1.1065 2020-07-28 16:09:13,549 - mmaction - INFO - Epoch [55][160/940] lr: 3.176e-01, eta: 1 day, 8:12:35, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4586, loss_cls: 3.6465, loss: 3.6465, grad_norm: 1.1337 2020-07-28 16:09:34,067 - mmaction - INFO - Epoch [55][180/940] lr: 3.176e-01, eta: 1 day, 8:12:17, time: 1.028, data_time: 0.005, memory: 5015, top1_acc: 0.2234, top5_acc: 0.4564, loss_cls: 3.7132, loss: 3.7132, grad_norm: 1.1260 2020-07-28 16:09:54,183 - mmaction - INFO - Epoch [55][200/940] lr: 3.176e-01, eta: 1 day, 8:11:59, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2158, top5_acc: 0.4502, loss_cls: 3.7154, loss: 3.7154, grad_norm: 1.1354 2020-07-28 16:10:13,185 - mmaction - INFO - Epoch [55][220/940] lr: 3.176e-01, eta: 1 day, 8:11:38, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2295, top5_acc: 0.4674, loss_cls: 3.6537, loss: 3.6537, grad_norm: 1.0935 2020-07-28 16:10:33,004 - mmaction - INFO - Epoch [55][240/940] lr: 3.176e-01, eta: 1 day, 8:11:19, time: 0.989, data_time: 0.004, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4727, loss_cls: 3.6214, loss: 3.6214, grad_norm: 1.1486 2020-07-28 16:10:52,513 - mmaction - INFO - Epoch [55][260/940] lr: 3.176e-01, eta: 1 day, 8:10:59, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4645, loss_cls: 3.6472, loss: 3.6472, grad_norm: 1.1330 2020-07-28 16:11:11,986 - mmaction - INFO - Epoch [55][280/940] lr: 3.176e-01, eta: 1 day, 8:10:39, time: 0.974, data_time: 0.002, memory: 5015, top1_acc: 0.2225, top5_acc: 0.4695, loss_cls: 3.6676, loss: 3.6676, grad_norm: 1.1498 2020-07-28 16:11:31,817 - mmaction - INFO - Epoch [55][300/940] lr: 3.176e-01, eta: 1 day, 8:10:20, time: 0.990, data_time: 0.007, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4568, loss_cls: 3.6946, loss: 3.6946, grad_norm: 1.1135 2020-07-28 16:11:51,252 - mmaction - INFO - Epoch [55][320/940] lr: 3.176e-01, eta: 1 day, 8:10:00, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1287 2020-07-28 16:12:10,839 - mmaction - INFO - Epoch [55][340/940] lr: 3.176e-01, eta: 1 day, 8:09:40, time: 0.979, data_time: 0.006, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4658, loss_cls: 3.6920, loss: 3.6920, grad_norm: 1.1442 2020-07-28 16:12:31,457 - mmaction - INFO - Epoch [55][360/940] lr: 3.176e-01, eta: 1 day, 8:09:23, time: 1.031, data_time: 0.002, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4570, loss_cls: 3.6977, loss: 3.6977, grad_norm: 1.1246 2020-07-28 16:12:50,364 - mmaction - INFO - Epoch [55][380/940] lr: 3.176e-01, eta: 1 day, 8:09:02, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4730, loss_cls: 3.6439, loss: 3.6439, grad_norm: 1.1197 2020-07-28 16:13:09,855 - mmaction - INFO - Epoch [55][400/940] lr: 3.176e-01, eta: 1 day, 8:08:42, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4643, loss_cls: 3.6936, loss: 3.6936, grad_norm: 1.1316 2020-07-28 16:13:29,228 - mmaction - INFO - Epoch [55][420/940] lr: 3.176e-01, eta: 1 day, 8:08:22, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4713, loss_cls: 3.6516, loss: 3.6516, grad_norm: 1.1288 2020-07-28 16:13:49,124 - mmaction - INFO - Epoch [55][440/940] lr: 3.176e-01, eta: 1 day, 8:08:03, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4676, loss_cls: 3.6599, loss: 3.6599, grad_norm: 1.1139 2020-07-28 16:14:09,846 - mmaction - INFO - Epoch [55][460/940] lr: 3.176e-01, eta: 1 day, 8:07:46, time: 1.034, data_time: 0.006, memory: 5015, top1_acc: 0.2367, top5_acc: 0.4723, loss_cls: 3.6215, loss: 3.6215, grad_norm: 1.1421 2020-07-28 16:14:30,028 - mmaction - INFO - Epoch [55][480/940] lr: 3.176e-01, eta: 1 day, 8:07:27, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4701, loss_cls: 3.6675, loss: 3.6675, grad_norm: 1.1509 2020-07-28 16:14:50,774 - mmaction - INFO - Epoch [55][500/940] lr: 3.176e-01, eta: 1 day, 8:07:10, time: 1.037, data_time: 0.002, memory: 5015, top1_acc: 0.2369, top5_acc: 0.4732, loss_cls: 3.6400, loss: 3.6400, grad_norm: 1.1190 2020-07-28 16:15:09,929 - mmaction - INFO - Epoch [55][520/940] lr: 3.176e-01, eta: 1 day, 8:06:50, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4641, loss_cls: 3.6769, loss: 3.6769, grad_norm: 1.1494 2020-07-28 16:15:30,527 - mmaction - INFO - Epoch [55][540/940] lr: 3.176e-01, eta: 1 day, 8:06:32, time: 1.032, data_time: 0.004, memory: 5015, top1_acc: 0.2281, top5_acc: 0.4658, loss_cls: 3.6726, loss: 3.6726, grad_norm: 1.1148 2020-07-28 16:15:50,771 - mmaction - INFO - Epoch [55][560/940] lr: 3.176e-01, eta: 1 day, 8:06:14, time: 1.011, data_time: 0.006, memory: 5015, top1_acc: 0.2275, top5_acc: 0.4594, loss_cls: 3.6998, loss: 3.6998, grad_norm: 1.1195 2020-07-28 16:16:10,849 - mmaction - INFO - Epoch [55][580/940] lr: 3.176e-01, eta: 1 day, 8:05:56, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4729, loss_cls: 3.6159, loss: 3.6159, grad_norm: 1.1616 2020-07-28 16:16:30,542 - mmaction - INFO - Epoch [55][600/940] lr: 3.176e-01, eta: 1 day, 8:05:36, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2209, top5_acc: 0.4562, loss_cls: 3.6806, loss: 3.6806, grad_norm: 1.1593 2020-07-28 16:16:50,888 - mmaction - INFO - Epoch [55][620/940] lr: 3.176e-01, eta: 1 day, 8:05:18, time: 1.018, data_time: 0.005, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4529, loss_cls: 3.7441, loss: 3.7441, grad_norm: 1.1622 2020-07-28 16:17:09,286 - mmaction - INFO - Epoch [55][640/940] lr: 3.176e-01, eta: 1 day, 8:04:56, time: 0.920, data_time: 0.002, memory: 5015, top1_acc: 0.2289, top5_acc: 0.4639, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1270 2020-07-28 16:17:28,654 - mmaction - INFO - Epoch [55][660/940] lr: 3.176e-01, eta: 1 day, 8:04:36, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4648, loss_cls: 3.6975, loss: 3.6975, grad_norm: 1.1398 2020-07-28 16:17:47,682 - mmaction - INFO - Epoch [55][680/940] lr: 3.176e-01, eta: 1 day, 8:04:15, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2285, top5_acc: 0.4641, loss_cls: 3.6774, loss: 3.6774, grad_norm: 1.1349 2020-07-28 16:18:07,539 - mmaction - INFO - Epoch [55][700/940] lr: 3.176e-01, eta: 1 day, 8:03:56, time: 0.992, data_time: 0.004, memory: 5015, top1_acc: 0.2244, top5_acc: 0.4668, loss_cls: 3.6770, loss: 3.6770, grad_norm: 1.1353 2020-07-28 16:18:27,190 - mmaction - INFO - Epoch [55][720/940] lr: 3.176e-01, eta: 1 day, 8:03:36, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2256, top5_acc: 0.4586, loss_cls: 3.7009, loss: 3.7009, grad_norm: 1.1518 2020-07-28 16:18:46,949 - mmaction - INFO - Epoch [55][740/940] lr: 3.176e-01, eta: 1 day, 8:03:17, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4691, loss_cls: 3.6663, loss: 3.6663, grad_norm: 1.1415 2020-07-28 16:19:08,481 - mmaction - INFO - Epoch [55][760/940] lr: 3.176e-01, eta: 1 day, 8:03:02, time: 1.078, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4596, loss_cls: 3.6663, loss: 3.6663, grad_norm: 1.1100 2020-07-28 16:19:27,498 - mmaction - INFO - Epoch [55][780/940] lr: 3.176e-01, eta: 1 day, 8:02:41, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4627, loss_cls: 3.6751, loss: 3.6751, grad_norm: 1.1411 2020-07-28 16:19:47,604 - mmaction - INFO - Epoch [55][800/940] lr: 3.176e-01, eta: 1 day, 8:02:22, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4510, loss_cls: 3.6993, loss: 3.6993, grad_norm: 1.1323 2020-07-28 16:20:06,981 - mmaction - INFO - Epoch [55][820/940] lr: 3.176e-01, eta: 1 day, 8:02:02, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4562, loss_cls: 3.7118, loss: 3.7118, grad_norm: 1.1389 2020-07-28 16:20:27,205 - mmaction - INFO - Epoch [55][840/940] lr: 3.176e-01, eta: 1 day, 8:01:44, time: 1.011, data_time: 0.002, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4561, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.1114 2020-07-28 16:20:46,595 - mmaction - INFO - Epoch [55][860/940] lr: 3.176e-01, eta: 1 day, 8:01:24, time: 0.968, data_time: 0.004, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4766, loss_cls: 3.6416, loss: 3.6416, grad_norm: 1.1171 2020-07-28 16:21:06,238 - mmaction - INFO - Epoch [55][880/940] lr: 3.176e-01, eta: 1 day, 8:01:04, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4578, loss_cls: 3.6937, loss: 3.6937, grad_norm: 1.1036 2020-07-28 16:21:25,616 - mmaction - INFO - Epoch [55][900/940] lr: 3.176e-01, eta: 1 day, 8:00:44, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4688, loss_cls: 3.6457, loss: 3.6457, grad_norm: 1.1338 2020-07-28 16:21:45,374 - mmaction - INFO - Epoch [55][920/940] lr: 3.176e-01, eta: 1 day, 8:00:25, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4613, loss_cls: 3.6694, loss: 3.6694, grad_norm: 1.1377 2020-07-28 16:22:03,599 - mmaction - INFO - Epoch [55][940/940] lr: 3.176e-01, eta: 1 day, 8:00:02, time: 0.909, data_time: 0.005, memory: 5015, top1_acc: 0.2399, top5_acc: 0.4795, loss_cls: 3.5980, loss: 3.5980, grad_norm: 1.1403 2020-07-28 16:22:03,893 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-28 16:22:30,583 - mmaction - INFO - Epoch [56][20/940] lr: 3.147e-01, eta: 1 day, 7:59:53, time: 1.213, data_time: 0.283, memory: 5015, top1_acc: 0.2293, top5_acc: 0.4670, loss_cls: 3.6721, loss: 3.6721, grad_norm: 1.1842 2020-07-28 16:22:49,940 - mmaction - INFO - Epoch [56][40/940] lr: 3.147e-01, eta: 1 day, 7:59:33, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2256, top5_acc: 0.4645, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1286 2020-07-28 16:23:09,207 - mmaction - INFO - Epoch [56][60/940] lr: 3.147e-01, eta: 1 day, 7:59:13, time: 0.963, data_time: 0.002, memory: 5015, top1_acc: 0.2332, top5_acc: 0.4668, loss_cls: 3.6380, loss: 3.6380, grad_norm: 1.1327 2020-07-28 16:23:28,932 - mmaction - INFO - Epoch [56][80/940] lr: 3.147e-01, eta: 1 day, 7:58:53, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4697, loss_cls: 3.6279, loss: 3.6279, grad_norm: 1.1666 2020-07-28 16:23:49,141 - mmaction - INFO - Epoch [56][100/940] lr: 3.147e-01, eta: 1 day, 7:58:35, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2367, top5_acc: 0.4783, loss_cls: 3.6411, loss: 3.6411, grad_norm: 1.1409 2020-07-28 16:24:09,226 - mmaction - INFO - Epoch [56][120/940] lr: 3.147e-01, eta: 1 day, 7:58:16, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4617, loss_cls: 3.6565, loss: 3.6565, grad_norm: 1.1444 2020-07-28 16:24:28,762 - mmaction - INFO - Epoch [56][140/940] lr: 3.147e-01, eta: 1 day, 7:57:57, time: 0.977, data_time: 0.002, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4691, loss_cls: 3.6554, loss: 3.6554, grad_norm: 1.1182 2020-07-28 16:24:49,580 - mmaction - INFO - Epoch [56][160/940] lr: 3.147e-01, eta: 1 day, 7:57:40, time: 1.039, data_time: 0.005, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4732, loss_cls: 3.6462, loss: 3.6462, grad_norm: 1.1329 2020-07-28 16:25:08,839 - mmaction - INFO - Epoch [56][180/940] lr: 3.147e-01, eta: 1 day, 7:57:19, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4625, loss_cls: 3.6561, loss: 3.6561, grad_norm: 1.1465 2020-07-28 16:25:29,020 - mmaction - INFO - Epoch [56][200/940] lr: 3.147e-01, eta: 1 day, 7:57:01, time: 1.009, data_time: 0.002, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4572, loss_cls: 3.7032, loss: 3.7032, grad_norm: 1.1359 2020-07-28 16:25:47,665 - mmaction - INFO - Epoch [56][220/940] lr: 3.147e-01, eta: 1 day, 7:56:39, time: 0.933, data_time: 0.002, memory: 5015, top1_acc: 0.2316, top5_acc: 0.4703, loss_cls: 3.6872, loss: 3.6872, grad_norm: 1.1404 2020-07-28 16:26:08,185 - mmaction - INFO - Epoch [56][240/940] lr: 3.147e-01, eta: 1 day, 7:56:22, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.2316, top5_acc: 0.4686, loss_cls: 3.6619, loss: 3.6619, grad_norm: 1.1370 2020-07-28 16:26:27,866 - mmaction - INFO - Epoch [56][260/940] lr: 3.147e-01, eta: 1 day, 7:56:02, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6323, loss: 3.6323, grad_norm: 1.1282 2020-07-28 16:26:47,236 - mmaction - INFO - Epoch [56][280/940] lr: 3.147e-01, eta: 1 day, 7:55:42, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2313, top5_acc: 0.4607, loss_cls: 3.6515, loss: 3.6515, grad_norm: 1.1433 2020-07-28 16:27:06,737 - mmaction - INFO - Epoch [56][300/940] lr: 3.147e-01, eta: 1 day, 7:55:22, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2406, top5_acc: 0.4725, loss_cls: 3.6151, loss: 3.6151, grad_norm: 1.1421 2020-07-28 16:27:27,224 - mmaction - INFO - Epoch [56][320/940] lr: 3.147e-01, eta: 1 day, 7:55:05, time: 1.026, data_time: 0.005, memory: 5015, top1_acc: 0.2320, top5_acc: 0.4709, loss_cls: 3.6557, loss: 3.6557, grad_norm: 1.1482 2020-07-28 16:27:47,223 - mmaction - INFO - Epoch [56][340/940] lr: 3.147e-01, eta: 1 day, 7:54:46, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4584, loss_cls: 3.6877, loss: 3.6877, grad_norm: 1.1559 2020-07-28 16:28:07,212 - mmaction - INFO - Epoch [56][360/940] lr: 3.147e-01, eta: 1 day, 7:54:27, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4516, loss_cls: 3.7181, loss: 3.7181, grad_norm: 1.1199 2020-07-28 16:28:26,754 - mmaction - INFO - Epoch [56][380/940] lr: 3.147e-01, eta: 1 day, 7:54:07, time: 0.976, data_time: 0.006, memory: 5015, top1_acc: 0.2270, top5_acc: 0.4533, loss_cls: 3.7257, loss: 3.7257, grad_norm: 1.1067 2020-07-28 16:28:45,996 - mmaction - INFO - Epoch [56][400/940] lr: 3.147e-01, eta: 1 day, 7:53:47, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4684, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.1541 2020-07-28 16:29:06,545 - mmaction - INFO - Epoch [56][420/940] lr: 3.147e-01, eta: 1 day, 7:53:29, time: 1.026, data_time: 0.004, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4557, loss_cls: 3.7103, loss: 3.7103, grad_norm: 1.1294 2020-07-28 16:29:25,349 - mmaction - INFO - Epoch [56][440/940] lr: 3.147e-01, eta: 1 day, 7:53:08, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4627, loss_cls: 3.6670, loss: 3.6670, grad_norm: 1.1616 2020-07-28 16:29:45,298 - mmaction - INFO - Epoch [56][460/940] lr: 3.147e-01, eta: 1 day, 7:52:49, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2168, top5_acc: 0.4605, loss_cls: 3.6884, loss: 3.6884, grad_norm: 1.1455 2020-07-28 16:30:05,074 - mmaction - INFO - Epoch [56][480/940] lr: 3.147e-01, eta: 1 day, 7:52:30, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2193, top5_acc: 0.4613, loss_cls: 3.7193, loss: 3.7193, grad_norm: 1.1231 2020-07-28 16:30:24,067 - mmaction - INFO - Epoch [56][500/940] lr: 3.147e-01, eta: 1 day, 7:52:09, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4674, loss_cls: 3.6578, loss: 3.6578, grad_norm: 1.1670 2020-07-28 16:30:43,785 - mmaction - INFO - Epoch [56][520/940] lr: 3.147e-01, eta: 1 day, 7:51:49, time: 0.985, data_time: 0.006, memory: 5015, top1_acc: 0.2225, top5_acc: 0.4588, loss_cls: 3.7068, loss: 3.7068, grad_norm: 1.1275 2020-07-28 16:31:03,261 - mmaction - INFO - Epoch [56][540/940] lr: 3.147e-01, eta: 1 day, 7:51:29, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2293, top5_acc: 0.4701, loss_cls: 3.6290, loss: 3.6290, grad_norm: 1.1202 2020-07-28 16:31:23,540 - mmaction - INFO - Epoch [56][560/940] lr: 3.147e-01, eta: 1 day, 7:51:11, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4725, loss_cls: 3.6448, loss: 3.6448, grad_norm: 1.1636 2020-07-28 16:31:44,384 - mmaction - INFO - Epoch [56][580/940] lr: 3.147e-01, eta: 1 day, 7:50:55, time: 1.044, data_time: 0.005, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4607, loss_cls: 3.6753, loss: 3.6753, grad_norm: 1.1313 2020-07-28 16:32:03,314 - mmaction - INFO - Epoch [56][600/940] lr: 3.147e-01, eta: 1 day, 7:50:33, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4750, loss_cls: 3.6452, loss: 3.6452, grad_norm: 1.1291 2020-07-28 16:32:23,284 - mmaction - INFO - Epoch [56][620/940] lr: 3.147e-01, eta: 1 day, 7:50:14, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4660, loss_cls: 3.6662, loss: 3.6662, grad_norm: 1.1330 2020-07-28 16:32:43,011 - mmaction - INFO - Epoch [56][640/940] lr: 3.147e-01, eta: 1 day, 7:49:55, time: 0.988, data_time: 0.003, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4607, loss_cls: 3.6745, loss: 3.6745, grad_norm: 1.1393 2020-07-28 16:33:03,016 - mmaction - INFO - Epoch [56][660/940] lr: 3.147e-01, eta: 1 day, 7:49:36, time: 1.000, data_time: 0.006, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4617, loss_cls: 3.6967, loss: 3.6967, grad_norm: 1.1502 2020-07-28 16:33:21,899 - mmaction - INFO - Epoch [56][680/940] lr: 3.147e-01, eta: 1 day, 7:49:15, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4609, loss_cls: 3.6871, loss: 3.6871, grad_norm: 1.1585 2020-07-28 16:33:42,726 - mmaction - INFO - Epoch [56][700/940] lr: 3.147e-01, eta: 1 day, 7:48:58, time: 1.041, data_time: 0.007, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4607, loss_cls: 3.6968, loss: 3.6968, grad_norm: 1.1547 2020-07-28 16:34:01,366 - mmaction - INFO - Epoch [56][720/940] lr: 3.147e-01, eta: 1 day, 7:48:37, time: 0.935, data_time: 0.006, memory: 5015, top1_acc: 0.2266, top5_acc: 0.4631, loss_cls: 3.6786, loss: 3.6786, grad_norm: 1.1278 2020-07-28 16:34:21,498 - mmaction - INFO - Epoch [56][740/940] lr: 3.147e-01, eta: 1 day, 7:48:18, time: 1.007, data_time: 0.002, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4736, loss_cls: 3.6254, loss: 3.6254, grad_norm: 1.1535 2020-07-28 16:34:41,058 - mmaction - INFO - Epoch [56][760/940] lr: 3.147e-01, eta: 1 day, 7:47:58, time: 0.978, data_time: 0.003, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4613, loss_cls: 3.6894, loss: 3.6894, grad_norm: 1.1542 2020-07-28 16:35:00,481 - mmaction - INFO - Epoch [56][780/940] lr: 3.147e-01, eta: 1 day, 7:47:38, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4736, loss_cls: 3.6258, loss: 3.6258, grad_norm: 1.1481 2020-07-28 16:35:19,827 - mmaction - INFO - Epoch [56][800/940] lr: 3.147e-01, eta: 1 day, 7:47:18, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4602, loss_cls: 3.7041, loss: 3.7041, grad_norm: 1.1601 2020-07-28 16:35:40,100 - mmaction - INFO - Epoch [56][820/940] lr: 3.147e-01, eta: 1 day, 7:47:00, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4688, loss_cls: 3.6559, loss: 3.6559, grad_norm: 1.1430 2020-07-28 16:35:59,300 - mmaction - INFO - Epoch [56][840/940] lr: 3.147e-01, eta: 1 day, 7:46:39, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2283, top5_acc: 0.4734, loss_cls: 3.6387, loss: 3.6387, grad_norm: 1.1321 2020-07-28 16:36:18,875 - mmaction - INFO - Epoch [56][860/940] lr: 3.147e-01, eta: 1 day, 7:46:20, time: 0.979, data_time: 0.002, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4652, loss_cls: 3.6903, loss: 3.6903, grad_norm: 1.1615 2020-07-28 16:36:37,807 - mmaction - INFO - Epoch [56][880/940] lr: 3.147e-01, eta: 1 day, 7:45:59, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4746, loss_cls: 3.6190, loss: 3.6190, grad_norm: 1.1456 2020-07-28 16:36:57,492 - mmaction - INFO - Epoch [56][900/940] lr: 3.147e-01, eta: 1 day, 7:45:39, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4604, loss_cls: 3.6884, loss: 3.6884, grad_norm: 1.1325 2020-07-28 16:37:16,779 - mmaction - INFO - Epoch [56][920/940] lr: 3.147e-01, eta: 1 day, 7:45:19, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2184, top5_acc: 0.4551, loss_cls: 3.7111, loss: 3.7111, grad_norm: 1.1111 2020-07-28 16:37:35,683 - mmaction - INFO - Epoch [56][940/940] lr: 3.147e-01, eta: 1 day, 7:44:58, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4645, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.1608 2020-07-28 16:37:35,927 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-28 16:38:02,066 - mmaction - INFO - Epoch [57][20/940] lr: 3.118e-01, eta: 1 day, 7:44:48, time: 1.213, data_time: 0.307, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4596, loss_cls: 3.6737, loss: 3.6737, grad_norm: 1.1525 2020-07-28 16:38:21,349 - mmaction - INFO - Epoch [57][40/940] lr: 3.118e-01, eta: 1 day, 7:44:28, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4650, loss_cls: 3.6583, loss: 3.6583, grad_norm: 1.1532 2020-07-28 16:38:40,080 - mmaction - INFO - Epoch [57][60/940] lr: 3.118e-01, eta: 1 day, 7:44:06, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6422, loss: 3.6422, grad_norm: 1.1490 2020-07-28 16:38:59,406 - mmaction - INFO - Epoch [57][80/940] lr: 3.118e-01, eta: 1 day, 7:43:46, time: 0.965, data_time: 0.004, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4771, loss_cls: 3.6030, loss: 3.6030, grad_norm: 1.1434 2020-07-28 16:39:19,629 - mmaction - INFO - Epoch [57][100/940] lr: 3.118e-01, eta: 1 day, 7:43:28, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2377, top5_acc: 0.4779, loss_cls: 3.6111, loss: 3.6111, grad_norm: 1.1358 2020-07-28 16:39:40,156 - mmaction - INFO - Epoch [57][120/940] lr: 3.118e-01, eta: 1 day, 7:43:10, time: 1.026, data_time: 0.002, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4596, loss_cls: 3.6913, loss: 3.6913, grad_norm: 1.1637 2020-07-28 16:39:59,429 - mmaction - INFO - Epoch [57][140/940] lr: 3.118e-01, eta: 1 day, 7:42:50, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2156, top5_acc: 0.4627, loss_cls: 3.6916, loss: 3.6916, grad_norm: 1.1095 2020-07-28 16:40:20,468 - mmaction - INFO - Epoch [57][160/940] lr: 3.118e-01, eta: 1 day, 7:42:33, time: 1.053, data_time: 0.005, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4711, loss_cls: 3.6165, loss: 3.6165, grad_norm: 1.1450 2020-07-28 16:40:40,416 - mmaction - INFO - Epoch [57][180/940] lr: 3.118e-01, eta: 1 day, 7:42:15, time: 0.998, data_time: 0.002, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4732, loss_cls: 3.6561, loss: 3.6561, grad_norm: 1.1523 2020-07-28 16:40:59,910 - mmaction - INFO - Epoch [57][200/940] lr: 3.118e-01, eta: 1 day, 7:41:55, time: 0.973, data_time: 0.004, memory: 5015, top1_acc: 0.2199, top5_acc: 0.4547, loss_cls: 3.6919, loss: 3.6919, grad_norm: 1.1424 2020-07-28 16:41:19,709 - mmaction - INFO - Epoch [57][220/940] lr: 3.118e-01, eta: 1 day, 7:41:35, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2285, top5_acc: 0.4701, loss_cls: 3.6938, loss: 3.6938, grad_norm: 1.1433 2020-07-28 16:41:39,182 - mmaction - INFO - Epoch [57][240/940] lr: 3.118e-01, eta: 1 day, 7:41:15, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4689, loss_cls: 3.6442, loss: 3.6442, grad_norm: 1.1380 2020-07-28 16:41:58,558 - mmaction - INFO - Epoch [57][260/940] lr: 3.118e-01, eta: 1 day, 7:40:55, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2250, top5_acc: 0.4682, loss_cls: 3.6611, loss: 3.6611, grad_norm: 1.1217 2020-07-28 16:42:18,070 - mmaction - INFO - Epoch [57][280/940] lr: 3.118e-01, eta: 1 day, 7:40:36, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2184, top5_acc: 0.4672, loss_cls: 3.6516, loss: 3.6516, grad_norm: 1.1646 2020-07-28 16:42:37,461 - mmaction - INFO - Epoch [57][300/940] lr: 3.118e-01, eta: 1 day, 7:40:15, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4736, loss_cls: 3.6367, loss: 3.6367, grad_norm: 1.1381 2020-07-28 16:42:56,443 - mmaction - INFO - Epoch [57][320/940] lr: 3.118e-01, eta: 1 day, 7:39:54, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4670, loss_cls: 3.6624, loss: 3.6624, grad_norm: 1.1519 2020-07-28 16:43:15,803 - mmaction - INFO - Epoch [57][340/940] lr: 3.118e-01, eta: 1 day, 7:39:34, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4686, loss_cls: 3.6493, loss: 3.6493, grad_norm: 1.1444 2020-07-28 16:43:34,452 - mmaction - INFO - Epoch [57][360/940] lr: 3.118e-01, eta: 1 day, 7:39:13, time: 0.933, data_time: 0.005, memory: 5015, top1_acc: 0.2326, top5_acc: 0.4648, loss_cls: 3.6551, loss: 3.6551, grad_norm: 1.1163 2020-07-28 16:43:55,026 - mmaction - INFO - Epoch [57][380/940] lr: 3.118e-01, eta: 1 day, 7:38:55, time: 1.028, data_time: 0.002, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4723, loss_cls: 3.6367, loss: 3.6367, grad_norm: 1.1588 2020-07-28 16:44:14,838 - mmaction - INFO - Epoch [57][400/940] lr: 3.118e-01, eta: 1 day, 7:38:36, time: 0.989, data_time: 0.004, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4732, loss_cls: 3.6044, loss: 3.6044, grad_norm: 1.1331 2020-07-28 16:44:34,639 - mmaction - INFO - Epoch [57][420/940] lr: 3.118e-01, eta: 1 day, 7:38:17, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4650, loss_cls: 3.6740, loss: 3.6740, grad_norm: 1.1293 2020-07-28 16:44:53,895 - mmaction - INFO - Epoch [57][440/940] lr: 3.118e-01, eta: 1 day, 7:37:56, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2166, top5_acc: 0.4523, loss_cls: 3.7205, loss: 3.7205, grad_norm: 1.1475 2020-07-28 16:45:13,579 - mmaction - INFO - Epoch [57][460/940] lr: 3.118e-01, eta: 1 day, 7:37:37, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4693, loss_cls: 3.6624, loss: 3.6624, grad_norm: 1.1316 2020-07-28 16:45:32,301 - mmaction - INFO - Epoch [57][480/940] lr: 3.118e-01, eta: 1 day, 7:37:15, time: 0.934, data_time: 0.004, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4547, loss_cls: 3.6838, loss: 3.6838, grad_norm: 1.1231 2020-07-28 16:45:52,057 - mmaction - INFO - Epoch [57][500/940] lr: 3.118e-01, eta: 1 day, 7:36:56, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2443, top5_acc: 0.4801, loss_cls: 3.6081, loss: 3.6081, grad_norm: 1.1082 2020-07-28 16:46:11,318 - mmaction - INFO - Epoch [57][520/940] lr: 3.118e-01, eta: 1 day, 7:36:36, time: 0.963, data_time: 0.004, memory: 5015, top1_acc: 0.2377, top5_acc: 0.4766, loss_cls: 3.6452, loss: 3.6452, grad_norm: 1.1781 2020-07-28 16:46:31,211 - mmaction - INFO - Epoch [57][540/940] lr: 3.118e-01, eta: 1 day, 7:36:17, time: 0.995, data_time: 0.002, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4578, loss_cls: 3.6902, loss: 3.6902, grad_norm: 1.1520 2020-07-28 16:46:51,423 - mmaction - INFO - Epoch [57][560/940] lr: 3.118e-01, eta: 1 day, 7:35:58, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2295, top5_acc: 0.4768, loss_cls: 3.6140, loss: 3.6140, grad_norm: 1.1351 2020-07-28 16:47:10,712 - mmaction - INFO - Epoch [57][580/940] lr: 3.118e-01, eta: 1 day, 7:35:38, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2422, top5_acc: 0.4787, loss_cls: 3.6069, loss: 3.6069, grad_norm: 1.1605 2020-07-28 16:47:30,975 - mmaction - INFO - Epoch [57][600/940] lr: 3.118e-01, eta: 1 day, 7:35:20, time: 1.013, data_time: 0.002, memory: 5015, top1_acc: 0.2137, top5_acc: 0.4588, loss_cls: 3.7161, loss: 3.7161, grad_norm: 1.1614 2020-07-28 16:47:50,352 - mmaction - INFO - Epoch [57][620/940] lr: 3.118e-01, eta: 1 day, 7:35:00, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4584, loss_cls: 3.7035, loss: 3.7035, grad_norm: 1.1493 2020-07-28 16:48:10,758 - mmaction - INFO - Epoch [57][640/940] lr: 3.118e-01, eta: 1 day, 7:34:42, time: 1.020, data_time: 0.002, memory: 5015, top1_acc: 0.2230, top5_acc: 0.4631, loss_cls: 3.6653, loss: 3.6653, grad_norm: 1.1355 2020-07-28 16:48:29,848 - mmaction - INFO - Epoch [57][660/940] lr: 3.118e-01, eta: 1 day, 7:34:21, time: 0.953, data_time: 0.004, memory: 5015, top1_acc: 0.2422, top5_acc: 0.4637, loss_cls: 3.6442, loss: 3.6442, grad_norm: 1.1338 2020-07-28 16:48:49,845 - mmaction - INFO - Epoch [57][680/940] lr: 3.118e-01, eta: 1 day, 7:34:02, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.6768, loss: 3.6768, grad_norm: 1.1305 2020-07-28 16:49:09,397 - mmaction - INFO - Epoch [57][700/940] lr: 3.118e-01, eta: 1 day, 7:33:42, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4639, loss_cls: 3.7051, loss: 3.7051, grad_norm: 1.1361 2020-07-28 16:49:29,031 - mmaction - INFO - Epoch [57][720/940] lr: 3.118e-01, eta: 1 day, 7:33:23, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4662, loss_cls: 3.6939, loss: 3.6939, grad_norm: 1.1479 2020-07-28 16:49:49,507 - mmaction - INFO - Epoch [57][740/940] lr: 3.118e-01, eta: 1 day, 7:33:05, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4635, loss_cls: 3.6848, loss: 3.6848, grad_norm: 1.1208 2020-07-28 16:50:08,988 - mmaction - INFO - Epoch [57][760/940] lr: 3.118e-01, eta: 1 day, 7:32:45, time: 0.974, data_time: 0.004, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4723, loss_cls: 3.6508, loss: 3.6508, grad_norm: 1.1226 2020-07-28 16:50:28,369 - mmaction - INFO - Epoch [57][780/940] lr: 3.118e-01, eta: 1 day, 7:32:25, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2455, top5_acc: 0.4727, loss_cls: 3.6058, loss: 3.6058, grad_norm: 1.1505 2020-07-28 16:50:48,094 - mmaction - INFO - Epoch [57][800/940] lr: 3.118e-01, eta: 1 day, 7:32:06, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4750, loss_cls: 3.6037, loss: 3.6037, grad_norm: 1.1600 2020-07-28 16:51:06,611 - mmaction - INFO - Epoch [57][820/940] lr: 3.118e-01, eta: 1 day, 7:31:44, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4740, loss_cls: 3.6613, loss: 3.6613, grad_norm: 1.1566 2020-07-28 16:51:26,367 - mmaction - INFO - Epoch [57][840/940] lr: 3.118e-01, eta: 1 day, 7:31:24, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.2170, top5_acc: 0.4537, loss_cls: 3.7224, loss: 3.7224, grad_norm: 1.1238 2020-07-28 16:51:46,135 - mmaction - INFO - Epoch [57][860/940] lr: 3.118e-01, eta: 1 day, 7:31:05, time: 0.989, data_time: 0.006, memory: 5015, top1_acc: 0.2238, top5_acc: 0.4475, loss_cls: 3.7085, loss: 3.7085, grad_norm: 1.1378 2020-07-28 16:52:05,329 - mmaction - INFO - Epoch [57][880/940] lr: 3.118e-01, eta: 1 day, 7:30:45, time: 0.959, data_time: 0.004, memory: 5015, top1_acc: 0.2164, top5_acc: 0.4625, loss_cls: 3.6863, loss: 3.6863, grad_norm: 1.1340 2020-07-28 16:52:25,791 - mmaction - INFO - Epoch [57][900/940] lr: 3.118e-01, eta: 1 day, 7:30:27, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4740, loss_cls: 3.6647, loss: 3.6647, grad_norm: 1.1340 2020-07-28 16:52:45,063 - mmaction - INFO - Epoch [57][920/940] lr: 3.118e-01, eta: 1 day, 7:30:06, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4740, loss_cls: 3.6199, loss: 3.6199, grad_norm: 1.1429 2020-07-28 16:53:03,775 - mmaction - INFO - Epoch [57][940/940] lr: 3.118e-01, eta: 1 day, 7:29:45, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2309, top5_acc: 0.4641, loss_cls: 3.6546, loss: 3.6546, grad_norm: 1.1660 2020-07-28 16:53:04,078 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-07-28 16:53:30,468 - mmaction - INFO - Epoch [58][20/940] lr: 3.089e-01, eta: 1 day, 7:29:37, time: 1.250, data_time: 0.332, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4836, loss_cls: 3.6013, loss: 3.6013, grad_norm: 1.1391 2020-07-28 16:53:49,078 - mmaction - INFO - Epoch [58][40/940] lr: 3.089e-01, eta: 1 day, 7:29:15, time: 0.929, data_time: 0.004, memory: 5015, top1_acc: 0.2355, top5_acc: 0.4684, loss_cls: 3.6238, loss: 3.6238, grad_norm: 1.1295 2020-07-28 16:54:08,881 - mmaction - INFO - Epoch [58][60/940] lr: 3.089e-01, eta: 1 day, 7:28:56, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2215, top5_acc: 0.4527, loss_cls: 3.6813, loss: 3.6813, grad_norm: 1.1397 2020-07-28 16:54:27,889 - mmaction - INFO - Epoch [58][80/940] lr: 3.089e-01, eta: 1 day, 7:28:35, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2309, top5_acc: 0.4750, loss_cls: 3.6344, loss: 3.6344, grad_norm: 1.1254 2020-07-28 16:54:47,179 - mmaction - INFO - Epoch [58][100/940] lr: 3.089e-01, eta: 1 day, 7:28:15, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4732, loss_cls: 3.6336, loss: 3.6336, grad_norm: 1.1600 2020-07-28 16:55:06,292 - mmaction - INFO - Epoch [58][120/940] lr: 3.089e-01, eta: 1 day, 7:27:54, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4668, loss_cls: 3.6547, loss: 3.6547, grad_norm: 1.1343 2020-07-28 16:55:26,278 - mmaction - INFO - Epoch [58][140/940] lr: 3.089e-01, eta: 1 day, 7:27:35, time: 0.999, data_time: 0.002, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4744, loss_cls: 3.6147, loss: 3.6147, grad_norm: 1.1431 2020-07-28 16:55:46,342 - mmaction - INFO - Epoch [58][160/940] lr: 3.089e-01, eta: 1 day, 7:27:16, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4732, loss_cls: 3.6062, loss: 3.6062, grad_norm: 1.1565 2020-07-28 16:56:06,341 - mmaction - INFO - Epoch [58][180/940] lr: 3.089e-01, eta: 1 day, 7:26:58, time: 1.002, data_time: 0.008, memory: 5015, top1_acc: 0.2301, top5_acc: 0.4670, loss_cls: 3.7070, loss: 3.7070, grad_norm: 1.1667 2020-07-28 16:56:25,003 - mmaction - INFO - Epoch [58][200/940] lr: 3.089e-01, eta: 1 day, 7:26:36, time: 0.936, data_time: 0.008, memory: 5015, top1_acc: 0.2309, top5_acc: 0.4807, loss_cls: 3.6178, loss: 3.6178, grad_norm: 1.1209 2020-07-28 16:56:44,940 - mmaction - INFO - Epoch [58][220/940] lr: 3.089e-01, eta: 1 day, 7:26:17, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4715, loss_cls: 3.6582, loss: 3.6582, grad_norm: 1.1515 2020-07-28 16:57:04,789 - mmaction - INFO - Epoch [58][240/940] lr: 3.089e-01, eta: 1 day, 7:25:58, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4574, loss_cls: 3.7014, loss: 3.7014, grad_norm: 1.1424 2020-07-28 16:57:24,054 - mmaction - INFO - Epoch [58][260/940] lr: 3.089e-01, eta: 1 day, 7:25:38, time: 0.961, data_time: 0.004, memory: 5015, top1_acc: 0.2285, top5_acc: 0.4600, loss_cls: 3.6900, loss: 3.6900, grad_norm: 1.1458 2020-07-28 16:57:43,170 - mmaction - INFO - Epoch [58][280/940] lr: 3.089e-01, eta: 1 day, 7:25:17, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4693, loss_cls: 3.6350, loss: 3.6350, grad_norm: 1.1449 2020-07-28 16:58:02,871 - mmaction - INFO - Epoch [58][300/940] lr: 3.089e-01, eta: 1 day, 7:24:58, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4594, loss_cls: 3.6563, loss: 3.6563, grad_norm: 1.1338 2020-07-28 16:58:22,521 - mmaction - INFO - Epoch [58][320/940] lr: 3.089e-01, eta: 1 day, 7:24:38, time: 0.982, data_time: 0.002, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4549, loss_cls: 3.7056, loss: 3.7056, grad_norm: 1.1651 2020-07-28 16:58:42,314 - mmaction - INFO - Epoch [58][340/940] lr: 3.089e-01, eta: 1 day, 7:24:19, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4832, loss_cls: 3.6099, loss: 3.6099, grad_norm: 1.1196 2020-07-28 16:59:01,613 - mmaction - INFO - Epoch [58][360/940] lr: 3.089e-01, eta: 1 day, 7:23:58, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2201, top5_acc: 0.4705, loss_cls: 3.6343, loss: 3.6343, grad_norm: 1.1531 2020-07-28 16:59:21,169 - mmaction - INFO - Epoch [58][380/940] lr: 3.089e-01, eta: 1 day, 7:23:39, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.2279, top5_acc: 0.4600, loss_cls: 3.6639, loss: 3.6639, grad_norm: 1.1772 2020-07-28 16:59:40,917 - mmaction - INFO - Epoch [58][400/940] lr: 3.089e-01, eta: 1 day, 7:23:19, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2402, top5_acc: 0.4844, loss_cls: 3.6214, loss: 3.6214, grad_norm: 1.1467 2020-07-28 16:59:59,915 - mmaction - INFO - Epoch [58][420/940] lr: 3.089e-01, eta: 1 day, 7:22:58, time: 0.948, data_time: 0.004, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4590, loss_cls: 3.6583, loss: 3.6583, grad_norm: 1.1577 2020-07-28 17:00:23,178 - mmaction - INFO - Epoch [58][440/940] lr: 3.089e-01, eta: 1 day, 7:22:46, time: 1.157, data_time: 0.005, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4719, loss_cls: 3.6392, loss: 3.6392, grad_norm: 1.1663 2020-07-28 17:00:41,936 - mmaction - INFO - Epoch [58][460/940] lr: 3.089e-01, eta: 1 day, 7:22:25, time: 0.944, data_time: 0.018, memory: 5015, top1_acc: 0.2316, top5_acc: 0.4697, loss_cls: 3.6481, loss: 3.6481, grad_norm: 1.1439 2020-07-28 17:01:00,981 - mmaction - INFO - Epoch [58][480/940] lr: 3.089e-01, eta: 1 day, 7:22:04, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4719, loss_cls: 3.6386, loss: 3.6386, grad_norm: 1.1802 2020-07-28 17:01:20,424 - mmaction - INFO - Epoch [58][500/940] lr: 3.089e-01, eta: 1 day, 7:21:44, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4822, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.1594 2020-07-28 17:01:41,115 - mmaction - INFO - Epoch [58][520/940] lr: 3.089e-01, eta: 1 day, 7:21:27, time: 1.036, data_time: 0.005, memory: 5015, top1_acc: 0.2186, top5_acc: 0.4654, loss_cls: 3.6589, loss: 3.6589, grad_norm: 1.1662 2020-07-28 17:02:00,798 - mmaction - INFO - Epoch [58][540/940] lr: 3.089e-01, eta: 1 day, 7:21:07, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4795, loss_cls: 3.5922, loss: 3.5922, grad_norm: 1.1630 2020-07-28 17:02:20,808 - mmaction - INFO - Epoch [58][560/940] lr: 3.089e-01, eta: 1 day, 7:20:49, time: 1.002, data_time: 0.006, memory: 5015, top1_acc: 0.2330, top5_acc: 0.4590, loss_cls: 3.6935, loss: 3.6935, grad_norm: 1.1291 2020-07-28 17:02:40,693 - mmaction - INFO - Epoch [58][580/940] lr: 3.089e-01, eta: 1 day, 7:20:30, time: 0.994, data_time: 0.002, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4754, loss_cls: 3.6025, loss: 3.6025, grad_norm: 1.1343 2020-07-28 17:03:00,892 - mmaction - INFO - Epoch [58][600/940] lr: 3.089e-01, eta: 1 day, 7:20:11, time: 1.010, data_time: 0.002, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4701, loss_cls: 3.6324, loss: 3.6324, grad_norm: 1.1450 2020-07-28 17:03:19,698 - mmaction - INFO - Epoch [58][620/940] lr: 3.089e-01, eta: 1 day, 7:19:50, time: 0.940, data_time: 0.006, memory: 5015, top1_acc: 0.2254, top5_acc: 0.4650, loss_cls: 3.6677, loss: 3.6677, grad_norm: 1.1277 2020-07-28 17:03:39,157 - mmaction - INFO - Epoch [58][640/940] lr: 3.089e-01, eta: 1 day, 7:19:30, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4598, loss_cls: 3.6748, loss: 3.6748, grad_norm: 1.1497 2020-07-28 17:03:57,629 - mmaction - INFO - Epoch [58][660/940] lr: 3.089e-01, eta: 1 day, 7:19:08, time: 0.924, data_time: 0.002, memory: 5015, top1_acc: 0.2410, top5_acc: 0.4861, loss_cls: 3.5890, loss: 3.5890, grad_norm: 1.1591 2020-07-28 17:04:17,879 - mmaction - INFO - Epoch [58][680/940] lr: 3.089e-01, eta: 1 day, 7:18:50, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4680, loss_cls: 3.6243, loss: 3.6243, grad_norm: 1.1292 2020-07-28 17:04:37,860 - mmaction - INFO - Epoch [58][700/940] lr: 3.089e-01, eta: 1 day, 7:18:31, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4607, loss_cls: 3.6489, loss: 3.6489, grad_norm: 1.1650 2020-07-28 17:04:57,826 - mmaction - INFO - Epoch [58][720/940] lr: 3.089e-01, eta: 1 day, 7:18:12, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4701, loss_cls: 3.6271, loss: 3.6271, grad_norm: 1.1569 2020-07-28 17:05:16,723 - mmaction - INFO - Epoch [58][740/940] lr: 3.089e-01, eta: 1 day, 7:17:51, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4688, loss_cls: 3.6228, loss: 3.6228, grad_norm: 1.1468 2020-07-28 17:05:36,438 - mmaction - INFO - Epoch [58][760/940] lr: 3.089e-01, eta: 1 day, 7:17:32, time: 0.986, data_time: 0.002, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4707, loss_cls: 3.6755, loss: 3.6755, grad_norm: 1.1697 2020-07-28 17:05:56,223 - mmaction - INFO - Epoch [58][780/940] lr: 3.089e-01, eta: 1 day, 7:17:12, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2301, top5_acc: 0.4680, loss_cls: 3.6581, loss: 3.6581, grad_norm: 1.1386 2020-07-28 17:06:16,052 - mmaction - INFO - Epoch [58][800/940] lr: 3.089e-01, eta: 1 day, 7:16:53, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4701, loss_cls: 3.6453, loss: 3.6453, grad_norm: 1.1348 2020-07-28 17:06:36,213 - mmaction - INFO - Epoch [58][820/940] lr: 3.089e-01, eta: 1 day, 7:16:35, time: 1.007, data_time: 0.005, memory: 5015, top1_acc: 0.2289, top5_acc: 0.4645, loss_cls: 3.6850, loss: 3.6850, grad_norm: 1.1488 2020-07-28 17:06:55,758 - mmaction - INFO - Epoch [58][840/940] lr: 3.089e-01, eta: 1 day, 7:16:15, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2326, top5_acc: 0.4662, loss_cls: 3.6366, loss: 3.6366, grad_norm: 1.1257 2020-07-28 17:07:16,217 - mmaction - INFO - Epoch [58][860/940] lr: 3.089e-01, eta: 1 day, 7:15:57, time: 1.021, data_time: 0.006, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4721, loss_cls: 3.6487, loss: 3.6487, grad_norm: 1.1565 2020-07-28 17:07:36,715 - mmaction - INFO - Epoch [58][880/940] lr: 3.089e-01, eta: 1 day, 7:15:39, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.2309, top5_acc: 0.4586, loss_cls: 3.6646, loss: 3.6646, grad_norm: 1.1657 2020-07-28 17:07:55,783 - mmaction - INFO - Epoch [58][900/940] lr: 3.089e-01, eta: 1 day, 7:15:18, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2254, top5_acc: 0.4592, loss_cls: 3.7105, loss: 3.7105, grad_norm: 1.1484 2020-07-28 17:08:15,200 - mmaction - INFO - Epoch [58][920/940] lr: 3.089e-01, eta: 1 day, 7:14:58, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4607, loss_cls: 3.6614, loss: 3.6614, grad_norm: 1.1452 2020-07-28 17:08:34,898 - mmaction - INFO - Epoch [58][940/940] lr: 3.089e-01, eta: 1 day, 7:14:39, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2360, top5_acc: 0.4552, loss_cls: 3.7054, loss: 3.7054, grad_norm: 1.1480 2020-07-28 17:08:35,193 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-07-28 17:09:04,381 - mmaction - INFO - Epoch [59][20/940] lr: 3.060e-01, eta: 1 day, 7:14:34, time: 1.327, data_time: 0.419, memory: 5015, top1_acc: 0.2354, top5_acc: 0.4791, loss_cls: 3.6392, loss: 3.6392, grad_norm: 1.1410 2020-07-28 17:09:23,132 - mmaction - INFO - Epoch [59][40/940] lr: 3.060e-01, eta: 1 day, 7:14:12, time: 0.939, data_time: 0.003, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4689, loss_cls: 3.6818, loss: 3.6818, grad_norm: 1.1419 2020-07-28 17:09:42,831 - mmaction - INFO - Epoch [59][60/940] lr: 3.060e-01, eta: 1 day, 7:13:53, time: 0.983, data_time: 0.004, memory: 5015, top1_acc: 0.2412, top5_acc: 0.4777, loss_cls: 3.6109, loss: 3.6109, grad_norm: 1.1692 2020-07-28 17:10:02,444 - mmaction - INFO - Epoch [59][80/940] lr: 3.060e-01, eta: 1 day, 7:13:33, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4664, loss_cls: 3.6543, loss: 3.6543, grad_norm: 1.1485 2020-07-28 17:10:21,016 - mmaction - INFO - Epoch [59][100/940] lr: 3.060e-01, eta: 1 day, 7:13:12, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2320, top5_acc: 0.4701, loss_cls: 3.6520, loss: 3.6520, grad_norm: 1.1667 2020-07-28 17:10:40,764 - mmaction - INFO - Epoch [59][120/940] lr: 3.060e-01, eta: 1 day, 7:12:52, time: 0.987, data_time: 0.002, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4807, loss_cls: 3.6127, loss: 3.6127, grad_norm: 1.1728 2020-07-28 17:11:00,865 - mmaction - INFO - Epoch [59][140/940] lr: 3.060e-01, eta: 1 day, 7:12:34, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2443, top5_acc: 0.4762, loss_cls: 3.5947, loss: 3.5947, grad_norm: 1.1361 2020-07-28 17:11:19,764 - mmaction - INFO - Epoch [59][160/940] lr: 3.060e-01, eta: 1 day, 7:12:13, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2512, top5_acc: 0.4811, loss_cls: 3.5598, loss: 3.5598, grad_norm: 1.1510 2020-07-28 17:11:39,119 - mmaction - INFO - Epoch [59][180/940] lr: 3.060e-01, eta: 1 day, 7:11:52, time: 0.967, data_time: 0.007, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4752, loss_cls: 3.6421, loss: 3.6421, grad_norm: 1.1626 2020-07-28 17:11:59,490 - mmaction - INFO - Epoch [59][200/940] lr: 3.060e-01, eta: 1 day, 7:11:34, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4621, loss_cls: 3.6789, loss: 3.6789, grad_norm: 1.1295 2020-07-28 17:12:19,495 - mmaction - INFO - Epoch [59][220/940] lr: 3.060e-01, eta: 1 day, 7:11:15, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2240, top5_acc: 0.4740, loss_cls: 3.6199, loss: 3.6199, grad_norm: 1.1268 2020-07-28 17:12:39,676 - mmaction - INFO - Epoch [59][240/940] lr: 3.060e-01, eta: 1 day, 7:10:57, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4813, loss_cls: 3.6169, loss: 3.6169, grad_norm: 1.1559 2020-07-28 17:12:58,027 - mmaction - INFO - Epoch [59][260/940] lr: 3.060e-01, eta: 1 day, 7:10:35, time: 0.916, data_time: 0.002, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4736, loss_cls: 3.6280, loss: 3.6280, grad_norm: 1.1475 2020-07-28 17:13:18,086 - mmaction - INFO - Epoch [59][280/940] lr: 3.060e-01, eta: 1 day, 7:10:16, time: 1.002, data_time: 0.007, memory: 5015, top1_acc: 0.2244, top5_acc: 0.4568, loss_cls: 3.6897, loss: 3.6897, grad_norm: 1.1568 2020-07-28 17:13:37,447 - mmaction - INFO - Epoch [59][300/940] lr: 3.060e-01, eta: 1 day, 7:09:56, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4717, loss_cls: 3.6474, loss: 3.6474, grad_norm: 1.1458 2020-07-28 17:13:57,188 - mmaction - INFO - Epoch [59][320/940] lr: 3.060e-01, eta: 1 day, 7:09:37, time: 0.987, data_time: 0.002, memory: 5015, top1_acc: 0.2400, top5_acc: 0.4816, loss_cls: 3.5944, loss: 3.5944, grad_norm: 1.1624 2020-07-28 17:14:16,524 - mmaction - INFO - Epoch [59][340/940] lr: 3.060e-01, eta: 1 day, 7:09:16, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4531, loss_cls: 3.6995, loss: 3.6995, grad_norm: 1.1527 2020-07-28 17:14:35,355 - mmaction - INFO - Epoch [59][360/940] lr: 3.060e-01, eta: 1 day, 7:08:55, time: 0.944, data_time: 0.006, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4590, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.1398 2020-07-28 17:14:55,002 - mmaction - INFO - Epoch [59][380/940] lr: 3.060e-01, eta: 1 day, 7:08:35, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4809, loss_cls: 3.6094, loss: 3.6094, grad_norm: 1.1489 2020-07-28 17:15:13,898 - mmaction - INFO - Epoch [59][400/940] lr: 3.060e-01, eta: 1 day, 7:08:14, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2367, top5_acc: 0.4723, loss_cls: 3.6244, loss: 3.6244, grad_norm: 1.1569 2020-07-28 17:15:35,047 - mmaction - INFO - Epoch [59][420/940] lr: 3.060e-01, eta: 1 day, 7:07:58, time: 1.056, data_time: 0.006, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4711, loss_cls: 3.6446, loss: 3.6446, grad_norm: 1.1503 2020-07-28 17:15:54,444 - mmaction - INFO - Epoch [59][440/940] lr: 3.060e-01, eta: 1 day, 7:07:38, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4721, loss_cls: 3.6275, loss: 3.6275, grad_norm: 1.1414 2020-07-28 17:16:13,402 - mmaction - INFO - Epoch [59][460/940] lr: 3.060e-01, eta: 1 day, 7:07:17, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2393, top5_acc: 0.4684, loss_cls: 3.6526, loss: 3.6526, grad_norm: 1.1673 2020-07-28 17:16:31,747 - mmaction - INFO - Epoch [59][480/940] lr: 3.060e-01, eta: 1 day, 7:06:55, time: 0.917, data_time: 0.002, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4758, loss_cls: 3.6749, loss: 3.6749, grad_norm: 1.1332 2020-07-28 17:16:50,965 - mmaction - INFO - Epoch [59][500/940] lr: 3.060e-01, eta: 1 day, 7:06:34, time: 0.959, data_time: 0.004, memory: 5015, top1_acc: 0.2367, top5_acc: 0.4756, loss_cls: 3.6155, loss: 3.6155, grad_norm: 1.1627 2020-07-28 17:17:09,893 - mmaction - INFO - Epoch [59][520/940] lr: 3.060e-01, eta: 1 day, 7:06:13, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2354, top5_acc: 0.4680, loss_cls: 3.6498, loss: 3.6498, grad_norm: 1.1427 2020-07-28 17:17:29,026 - mmaction - INFO - Epoch [59][540/940] lr: 3.060e-01, eta: 1 day, 7:05:52, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2426, top5_acc: 0.4746, loss_cls: 3.6216, loss: 3.6216, grad_norm: 1.1525 2020-07-28 17:17:47,547 - mmaction - INFO - Epoch [59][560/940] lr: 3.060e-01, eta: 1 day, 7:05:31, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4797, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.1271 2020-07-28 17:18:06,280 - mmaction - INFO - Epoch [59][580/940] lr: 3.060e-01, eta: 1 day, 7:05:09, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4900, loss_cls: 3.5726, loss: 3.5726, grad_norm: 1.1754 2020-07-28 17:18:25,154 - mmaction - INFO - Epoch [59][600/940] lr: 3.060e-01, eta: 1 day, 7:04:48, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.2279, top5_acc: 0.4660, loss_cls: 3.6580, loss: 3.6580, grad_norm: 1.1630 2020-07-28 17:18:44,536 - mmaction - INFO - Epoch [59][620/940] lr: 3.060e-01, eta: 1 day, 7:04:28, time: 0.970, data_time: 0.006, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4676, loss_cls: 3.6723, loss: 3.6723, grad_norm: 1.1602 2020-07-28 17:19:03,422 - mmaction - INFO - Epoch [59][640/940] lr: 3.060e-01, eta: 1 day, 7:04:07, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4662, loss_cls: 3.6518, loss: 3.6518, grad_norm: 1.1215 2020-07-28 17:19:23,018 - mmaction - INFO - Epoch [59][660/940] lr: 3.060e-01, eta: 1 day, 7:03:47, time: 0.980, data_time: 0.006, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4611, loss_cls: 3.6530, loss: 3.6530, grad_norm: 1.1653 2020-07-28 17:19:42,283 - mmaction - INFO - Epoch [59][680/940] lr: 3.060e-01, eta: 1 day, 7:03:27, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2246, top5_acc: 0.4689, loss_cls: 3.6346, loss: 3.6346, grad_norm: 1.1478 2020-07-28 17:20:01,203 - mmaction - INFO - Epoch [59][700/940] lr: 3.060e-01, eta: 1 day, 7:03:06, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4793, loss_cls: 3.6323, loss: 3.6323, grad_norm: 1.1581 2020-07-28 17:20:21,961 - mmaction - INFO - Epoch [59][720/940] lr: 3.060e-01, eta: 1 day, 7:02:48, time: 1.038, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4777, loss_cls: 3.6018, loss: 3.6018, grad_norm: 1.1527 2020-07-28 17:20:42,218 - mmaction - INFO - Epoch [59][740/940] lr: 3.060e-01, eta: 1 day, 7:02:30, time: 1.013, data_time: 0.006, memory: 5015, top1_acc: 0.2285, top5_acc: 0.4717, loss_cls: 3.6640, loss: 3.6640, grad_norm: 1.1516 2020-07-28 17:21:01,749 - mmaction - INFO - Epoch [59][760/940] lr: 3.060e-01, eta: 1 day, 7:02:10, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4758, loss_cls: 3.6177, loss: 3.6177, grad_norm: 1.1535 2020-07-28 17:21:21,277 - mmaction - INFO - Epoch [59][780/940] lr: 3.060e-01, eta: 1 day, 7:01:51, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4662, loss_cls: 3.6521, loss: 3.6521, grad_norm: 1.1670 2020-07-28 17:21:40,674 - mmaction - INFO - Epoch [59][800/940] lr: 3.060e-01, eta: 1 day, 7:01:31, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2199, top5_acc: 0.4592, loss_cls: 3.6779, loss: 3.6779, grad_norm: 1.1581 2020-07-28 17:21:59,779 - mmaction - INFO - Epoch [59][820/940] lr: 3.060e-01, eta: 1 day, 7:01:10, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4615, loss_cls: 3.6729, loss: 3.6729, grad_norm: 1.1455 2020-07-28 17:22:19,824 - mmaction - INFO - Epoch [59][840/940] lr: 3.060e-01, eta: 1 day, 7:00:51, time: 1.001, data_time: 0.006, memory: 5015, top1_acc: 0.2369, top5_acc: 0.4686, loss_cls: 3.6662, loss: 3.6662, grad_norm: 1.1495 2020-07-28 17:22:39,468 - mmaction - INFO - Epoch [59][860/940] lr: 3.060e-01, eta: 1 day, 7:00:32, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2402, top5_acc: 0.4660, loss_cls: 3.6569, loss: 3.6569, grad_norm: 1.1402 2020-07-28 17:22:59,683 - mmaction - INFO - Epoch [59][880/940] lr: 3.060e-01, eta: 1 day, 7:00:13, time: 1.009, data_time: 0.006, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4707, loss_cls: 3.6303, loss: 3.6303, grad_norm: 1.1549 2020-07-28 17:23:19,007 - mmaction - INFO - Epoch [59][900/940] lr: 3.060e-01, eta: 1 day, 6:59:53, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2520, top5_acc: 0.4822, loss_cls: 3.5703, loss: 3.5703, grad_norm: 1.1715 2020-07-28 17:23:38,582 - mmaction - INFO - Epoch [59][920/940] lr: 3.060e-01, eta: 1 day, 6:59:33, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2443, top5_acc: 0.4701, loss_cls: 3.6271, loss: 3.6271, grad_norm: 1.1678 2020-07-28 17:23:56,968 - mmaction - INFO - Epoch [59][940/940] lr: 3.060e-01, eta: 1 day, 6:59:11, time: 0.920, data_time: 0.002, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4712, loss_cls: 3.6674, loss: 3.6674, grad_norm: 1.1809 2020-07-28 17:23:57,209 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-07-28 17:24:23,435 - mmaction - INFO - Epoch [60][20/940] lr: 3.030e-01, eta: 1 day, 6:59:00, time: 1.195, data_time: 0.285, memory: 5015, top1_acc: 0.2488, top5_acc: 0.4869, loss_cls: 3.5634, loss: 3.5634, grad_norm: 1.1531 2020-07-28 17:24:42,216 - mmaction - INFO - Epoch [60][40/940] lr: 3.030e-01, eta: 1 day, 6:58:39, time: 0.937, data_time: 0.004, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4777, loss_cls: 3.5913, loss: 3.5913, grad_norm: 1.1654 2020-07-28 17:25:02,618 - mmaction - INFO - Epoch [60][60/940] lr: 3.030e-01, eta: 1 day, 6:58:21, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4715, loss_cls: 3.6175, loss: 3.6175, grad_norm: 1.1496 2020-07-28 17:25:21,931 - mmaction - INFO - Epoch [60][80/940] lr: 3.030e-01, eta: 1 day, 6:58:01, time: 0.965, data_time: 0.002, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4803, loss_cls: 3.5968, loss: 3.5968, grad_norm: 1.1531 2020-07-28 17:25:41,387 - mmaction - INFO - Epoch [60][100/940] lr: 3.030e-01, eta: 1 day, 6:57:41, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4713, loss_cls: 3.6254, loss: 3.6254, grad_norm: 1.2025 2020-07-28 17:26:01,007 - mmaction - INFO - Epoch [60][120/940] lr: 3.030e-01, eta: 1 day, 6:57:21, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4705, loss_cls: 3.6497, loss: 3.6497, grad_norm: 1.1644 2020-07-28 17:26:19,540 - mmaction - INFO - Epoch [60][140/940] lr: 3.030e-01, eta: 1 day, 6:56:59, time: 0.925, data_time: 0.004, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4693, loss_cls: 3.6541, loss: 3.6541, grad_norm: 1.1535 2020-07-28 17:26:39,302 - mmaction - INFO - Epoch [60][160/940] lr: 3.030e-01, eta: 1 day, 6:56:40, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4768, loss_cls: 3.5817, loss: 3.5817, grad_norm: 1.1664 2020-07-28 17:26:58,724 - mmaction - INFO - Epoch [60][180/940] lr: 3.030e-01, eta: 1 day, 6:56:20, time: 0.971, data_time: 0.004, memory: 5015, top1_acc: 0.2205, top5_acc: 0.4531, loss_cls: 3.6902, loss: 3.6902, grad_norm: 1.1383 2020-07-28 17:27:18,228 - mmaction - INFO - Epoch [60][200/940] lr: 3.030e-01, eta: 1 day, 6:56:00, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4723, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.1476 2020-07-28 17:27:38,179 - mmaction - INFO - Epoch [60][220/940] lr: 3.030e-01, eta: 1 day, 6:55:41, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4771, loss_cls: 3.6149, loss: 3.6149, grad_norm: 1.1722 2020-07-28 17:27:58,128 - mmaction - INFO - Epoch [60][240/940] lr: 3.030e-01, eta: 1 day, 6:55:22, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2352, top5_acc: 0.4705, loss_cls: 3.6484, loss: 3.6484, grad_norm: 1.1434 2020-07-28 17:28:17,493 - mmaction - INFO - Epoch [60][260/940] lr: 3.030e-01, eta: 1 day, 6:55:02, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2369, top5_acc: 0.4719, loss_cls: 3.6440, loss: 3.6440, grad_norm: 1.1533 2020-07-28 17:28:37,300 - mmaction - INFO - Epoch [60][280/940] lr: 3.030e-01, eta: 1 day, 6:54:43, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4811, loss_cls: 3.5948, loss: 3.5948, grad_norm: 1.1475 2020-07-28 17:28:56,619 - mmaction - INFO - Epoch [60][300/940] lr: 3.030e-01, eta: 1 day, 6:54:23, time: 0.965, data_time: 0.004, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4850, loss_cls: 3.5893, loss: 3.5893, grad_norm: 1.1638 2020-07-28 17:29:16,064 - mmaction - INFO - Epoch [60][320/940] lr: 3.030e-01, eta: 1 day, 6:54:03, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2361, top5_acc: 0.4773, loss_cls: 3.6098, loss: 3.6098, grad_norm: 1.1932 2020-07-28 17:29:35,911 - mmaction - INFO - Epoch [60][340/940] lr: 3.030e-01, eta: 1 day, 6:53:44, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2416, top5_acc: 0.4734, loss_cls: 3.6621, loss: 3.6621, grad_norm: 1.1728 2020-07-28 17:29:54,847 - mmaction - INFO - Epoch [60][360/940] lr: 3.030e-01, eta: 1 day, 6:53:23, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.2330, top5_acc: 0.4688, loss_cls: 3.6428, loss: 3.6428, grad_norm: 1.1509 2020-07-28 17:30:15,158 - mmaction - INFO - Epoch [60][380/940] lr: 3.030e-01, eta: 1 day, 6:53:04, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2449, top5_acc: 0.4830, loss_cls: 3.6062, loss: 3.6062, grad_norm: 1.1701 2020-07-28 17:30:34,413 - mmaction - INFO - Epoch [60][400/940] lr: 3.030e-01, eta: 1 day, 6:52:44, time: 0.965, data_time: 0.006, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4693, loss_cls: 3.6358, loss: 3.6358, grad_norm: 1.1479 2020-07-28 17:30:53,489 - mmaction - INFO - Epoch [60][420/940] lr: 3.030e-01, eta: 1 day, 6:52:23, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2463, top5_acc: 0.4732, loss_cls: 3.6204, loss: 3.6204, grad_norm: 1.1709 2020-07-28 17:31:13,462 - mmaction - INFO - Epoch [60][440/940] lr: 3.030e-01, eta: 1 day, 6:52:05, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4773, loss_cls: 3.6245, loss: 3.6245, grad_norm: 1.1645 2020-07-28 17:31:32,686 - mmaction - INFO - Epoch [60][460/940] lr: 3.030e-01, eta: 1 day, 6:51:44, time: 0.959, data_time: 0.004, memory: 5015, top1_acc: 0.2326, top5_acc: 0.4723, loss_cls: 3.6382, loss: 3.6382, grad_norm: 1.1437 2020-07-28 17:31:51,614 - mmaction - INFO - Epoch [60][480/940] lr: 3.030e-01, eta: 1 day, 6:51:23, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.2180, top5_acc: 0.4639, loss_cls: 3.6866, loss: 3.6866, grad_norm: 1.1590 2020-07-28 17:32:11,205 - mmaction - INFO - Epoch [60][500/940] lr: 3.030e-01, eta: 1 day, 6:51:03, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4781, loss_cls: 3.6002, loss: 3.6002, grad_norm: 1.1356 2020-07-28 17:32:30,570 - mmaction - INFO - Epoch [60][520/940] lr: 3.030e-01, eta: 1 day, 6:50:43, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4734, loss_cls: 3.6100, loss: 3.6100, grad_norm: 1.1550 2020-07-28 17:32:49,369 - mmaction - INFO - Epoch [60][540/940] lr: 3.030e-01, eta: 1 day, 6:50:22, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2404, top5_acc: 0.4730, loss_cls: 3.6090, loss: 3.6090, grad_norm: 1.1597 2020-07-28 17:33:10,046 - mmaction - INFO - Epoch [60][560/940] lr: 3.030e-01, eta: 1 day, 6:50:05, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.2393, top5_acc: 0.4717, loss_cls: 3.6235, loss: 3.6235, grad_norm: 1.1567 2020-07-28 17:33:28,651 - mmaction - INFO - Epoch [60][580/940] lr: 3.030e-01, eta: 1 day, 6:49:43, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4738, loss_cls: 3.6128, loss: 3.6128, grad_norm: 1.1643 2020-07-28 17:33:47,695 - mmaction - INFO - Epoch [60][600/940] lr: 3.030e-01, eta: 1 day, 6:49:22, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2160, top5_acc: 0.4576, loss_cls: 3.7174, loss: 3.7174, grad_norm: 1.1509 2020-07-28 17:34:07,815 - mmaction - INFO - Epoch [60][620/940] lr: 3.030e-01, eta: 1 day, 6:49:04, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2406, top5_acc: 0.4826, loss_cls: 3.5952, loss: 3.5952, grad_norm: 1.1633 2020-07-28 17:34:27,633 - mmaction - INFO - Epoch [60][640/940] lr: 3.030e-01, eta: 1 day, 6:48:44, time: 0.991, data_time: 0.002, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4674, loss_cls: 3.6631, loss: 3.6631, grad_norm: 1.1811 2020-07-28 17:34:47,213 - mmaction - INFO - Epoch [60][660/940] lr: 3.030e-01, eta: 1 day, 6:48:25, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4732, loss_cls: 3.5891, loss: 3.5891, grad_norm: 1.1360 2020-07-28 17:35:06,618 - mmaction - INFO - Epoch [60][680/940] lr: 3.030e-01, eta: 1 day, 6:48:05, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4715, loss_cls: 3.6242, loss: 3.6242, grad_norm: 1.1672 2020-07-28 17:35:26,927 - mmaction - INFO - Epoch [60][700/940] lr: 3.030e-01, eta: 1 day, 6:47:46, time: 1.015, data_time: 0.002, memory: 5015, top1_acc: 0.2293, top5_acc: 0.4654, loss_cls: 3.6348, loss: 3.6348, grad_norm: 1.1681 2020-07-28 17:35:46,512 - mmaction - INFO - Epoch [60][720/940] lr: 3.030e-01, eta: 1 day, 6:47:27, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2369, top5_acc: 0.4750, loss_cls: 3.6206, loss: 3.6206, grad_norm: 1.1594 2020-07-28 17:36:05,011 - mmaction - INFO - Epoch [60][740/940] lr: 3.030e-01, eta: 1 day, 6:47:05, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.2332, top5_acc: 0.4674, loss_cls: 3.6522, loss: 3.6522, grad_norm: 1.1465 2020-07-28 17:36:24,771 - mmaction - INFO - Epoch [60][760/940] lr: 3.030e-01, eta: 1 day, 6:46:46, time: 0.988, data_time: 0.002, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4586, loss_cls: 3.6828, loss: 3.6828, grad_norm: 1.1587 2020-07-28 17:36:43,734 - mmaction - INFO - Epoch [60][780/940] lr: 3.030e-01, eta: 1 day, 6:46:25, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2352, top5_acc: 0.4668, loss_cls: 3.6361, loss: 3.6361, grad_norm: 1.1832 2020-07-28 17:37:03,858 - mmaction - INFO - Epoch [60][800/940] lr: 3.030e-01, eta: 1 day, 6:46:06, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4541, loss_cls: 3.6920, loss: 3.6920, grad_norm: 1.1655 2020-07-28 17:37:23,487 - mmaction - INFO - Epoch [60][820/940] lr: 3.030e-01, eta: 1 day, 6:45:46, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.2236, top5_acc: 0.4502, loss_cls: 3.7188, loss: 3.7188, grad_norm: 1.1651 2020-07-28 17:37:42,818 - mmaction - INFO - Epoch [60][840/940] lr: 3.030e-01, eta: 1 day, 6:45:26, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4732, loss_cls: 3.6692, loss: 3.6692, grad_norm: 1.1729 2020-07-28 17:38:02,909 - mmaction - INFO - Epoch [60][860/940] lr: 3.030e-01, eta: 1 day, 6:45:08, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2404, top5_acc: 0.4768, loss_cls: 3.5952, loss: 3.5952, grad_norm: 1.1773 2020-07-28 17:38:21,823 - mmaction - INFO - Epoch [60][880/940] lr: 3.030e-01, eta: 1 day, 6:44:47, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4666, loss_cls: 3.6421, loss: 3.6421, grad_norm: 1.1491 2020-07-28 17:38:42,393 - mmaction - INFO - Epoch [60][900/940] lr: 3.030e-01, eta: 1 day, 6:44:29, time: 1.026, data_time: 0.004, memory: 5015, top1_acc: 0.2258, top5_acc: 0.4662, loss_cls: 3.6714, loss: 3.6714, grad_norm: 1.1706 2020-07-28 17:39:01,239 - mmaction - INFO - Epoch [60][920/940] lr: 3.030e-01, eta: 1 day, 6:44:08, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2273, top5_acc: 0.4678, loss_cls: 3.6782, loss: 3.6782, grad_norm: 1.1865 2020-07-28 17:39:19,790 - mmaction - INFO - Epoch [60][940/940] lr: 3.030e-01, eta: 1 day, 6:43:46, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2267, top5_acc: 0.4663, loss_cls: 3.6580, loss: 3.6580, grad_norm: 1.1852 2020-07-28 17:39:20,079 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-28 17:39:46,448 - mmaction - INFO - Epoch [61][20/940] lr: 3.000e-01, eta: 1 day, 6:43:34, time: 1.170, data_time: 0.256, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4742, loss_cls: 3.5992, loss: 3.5992, grad_norm: 1.1539 2020-07-28 17:40:04,964 - mmaction - INFO - Epoch [61][40/940] lr: 3.000e-01, eta: 1 day, 6:43:12, time: 0.926, data_time: 0.004, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4723, loss_cls: 3.6145, loss: 3.6145, grad_norm: 1.1858 2020-07-28 17:40:24,127 - mmaction - INFO - Epoch [61][60/940] lr: 3.000e-01, eta: 1 day, 6:42:52, time: 0.958, data_time: 0.002, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4674, loss_cls: 3.6638, loss: 3.6638, grad_norm: 1.1722 2020-07-28 17:40:43,545 - mmaction - INFO - Epoch [61][80/940] lr: 3.000e-01, eta: 1 day, 6:42:31, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.2330, top5_acc: 0.4615, loss_cls: 3.6847, loss: 3.6847, grad_norm: 1.1638 2020-07-28 17:41:02,982 - mmaction - INFO - Epoch [61][100/940] lr: 3.000e-01, eta: 1 day, 6:42:12, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4830, loss_cls: 3.5843, loss: 3.5843, grad_norm: 1.1260 2020-07-28 17:41:22,946 - mmaction - INFO - Epoch [61][120/940] lr: 3.000e-01, eta: 1 day, 6:41:53, time: 0.996, data_time: 0.004, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4842, loss_cls: 3.5906, loss: 3.5906, grad_norm: 1.1679 2020-07-28 17:41:42,637 - mmaction - INFO - Epoch [61][140/940] lr: 3.000e-01, eta: 1 day, 6:41:33, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4760, loss_cls: 3.6330, loss: 3.6330, grad_norm: 1.2028 2020-07-28 17:42:01,719 - mmaction - INFO - Epoch [61][160/940] lr: 3.000e-01, eta: 1 day, 6:41:12, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4813, loss_cls: 3.6111, loss: 3.6111, grad_norm: 1.1544 2020-07-28 17:42:20,625 - mmaction - INFO - Epoch [61][180/940] lr: 3.000e-01, eta: 1 day, 6:40:51, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2297, top5_acc: 0.4674, loss_cls: 3.6635, loss: 3.6635, grad_norm: 1.1826 2020-07-28 17:42:40,786 - mmaction - INFO - Epoch [61][200/940] lr: 3.000e-01, eta: 1 day, 6:40:33, time: 1.006, data_time: 0.004, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4627, loss_cls: 3.6555, loss: 3.6555, grad_norm: 1.1785 2020-07-28 17:43:00,400 - mmaction - INFO - Epoch [61][220/940] lr: 3.000e-01, eta: 1 day, 6:40:13, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4752, loss_cls: 3.6063, loss: 3.6063, grad_norm: 1.1517 2020-07-28 17:43:19,743 - mmaction - INFO - Epoch [61][240/940] lr: 3.000e-01, eta: 1 day, 6:39:53, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4893, loss_cls: 3.6190, loss: 3.6190, grad_norm: 1.1713 2020-07-28 17:43:39,721 - mmaction - INFO - Epoch [61][260/940] lr: 3.000e-01, eta: 1 day, 6:39:34, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2449, top5_acc: 0.4875, loss_cls: 3.5745, loss: 3.5745, grad_norm: 1.1730 2020-07-28 17:43:59,180 - mmaction - INFO - Epoch [61][280/940] lr: 3.000e-01, eta: 1 day, 6:39:14, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2289, top5_acc: 0.4678, loss_cls: 3.6445, loss: 3.6445, grad_norm: 1.1749 2020-07-28 17:44:18,737 - mmaction - INFO - Epoch [61][300/940] lr: 3.000e-01, eta: 1 day, 6:38:55, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.2305, top5_acc: 0.4645, loss_cls: 3.6743, loss: 3.6743, grad_norm: 1.1687 2020-07-28 17:44:39,269 - mmaction - INFO - Epoch [61][320/940] lr: 3.000e-01, eta: 1 day, 6:38:37, time: 1.029, data_time: 0.006, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4713, loss_cls: 3.6135, loss: 3.6135, grad_norm: 1.1662 2020-07-28 17:44:58,598 - mmaction - INFO - Epoch [61][340/940] lr: 3.000e-01, eta: 1 day, 6:38:17, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2402, top5_acc: 0.4719, loss_cls: 3.6276, loss: 3.6276, grad_norm: 1.1494 2020-07-28 17:45:18,001 - mmaction - INFO - Epoch [61][360/940] lr: 3.000e-01, eta: 1 day, 6:37:57, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4789, loss_cls: 3.6119, loss: 3.6119, grad_norm: 1.1860 2020-07-28 17:45:39,566 - mmaction - INFO - Epoch [61][380/940] lr: 3.000e-01, eta: 1 day, 6:37:41, time: 1.077, data_time: 0.005, memory: 5015, top1_acc: 0.2367, top5_acc: 0.4680, loss_cls: 3.6421, loss: 3.6421, grad_norm: 1.1630 2020-07-28 17:45:59,410 - mmaction - INFO - Epoch [61][400/940] lr: 3.000e-01, eta: 1 day, 6:37:22, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4734, loss_cls: 3.6512, loss: 3.6512, grad_norm: 1.1636 2020-07-28 17:46:18,758 - mmaction - INFO - Epoch [61][420/940] lr: 3.000e-01, eta: 1 day, 6:37:01, time: 0.966, data_time: 0.004, memory: 5015, top1_acc: 0.2287, top5_acc: 0.4713, loss_cls: 3.6145, loss: 3.6145, grad_norm: 1.1535 2020-07-28 17:46:37,591 - mmaction - INFO - Epoch [61][440/940] lr: 3.000e-01, eta: 1 day, 6:36:40, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4746, loss_cls: 3.6020, loss: 3.6020, grad_norm: 1.1418 2020-07-28 17:46:56,432 - mmaction - INFO - Epoch [61][460/940] lr: 3.000e-01, eta: 1 day, 6:36:19, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4813, loss_cls: 3.6107, loss: 3.6107, grad_norm: 1.1620 2020-07-28 17:47:15,693 - mmaction - INFO - Epoch [61][480/940] lr: 3.000e-01, eta: 1 day, 6:35:59, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2271, top5_acc: 0.4678, loss_cls: 3.6851, loss: 3.6851, grad_norm: 1.1757 2020-07-28 17:47:35,582 - mmaction - INFO - Epoch [61][500/940] lr: 3.000e-01, eta: 1 day, 6:35:40, time: 0.993, data_time: 0.004, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4734, loss_cls: 3.6193, loss: 3.6193, grad_norm: 1.1554 2020-07-28 17:47:54,464 - mmaction - INFO - Epoch [61][520/940] lr: 3.000e-01, eta: 1 day, 6:35:19, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4754, loss_cls: 3.5910, loss: 3.5910, grad_norm: 1.1700 2020-07-28 17:48:15,437 - mmaction - INFO - Epoch [61][540/940] lr: 3.000e-01, eta: 1 day, 6:35:02, time: 1.047, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4629, loss_cls: 3.6639, loss: 3.6639, grad_norm: 1.1614 2020-07-28 17:48:34,470 - mmaction - INFO - Epoch [61][560/940] lr: 3.000e-01, eta: 1 day, 6:34:41, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2416, top5_acc: 0.4822, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.1810 2020-07-28 17:48:54,113 - mmaction - INFO - Epoch [61][580/940] lr: 3.000e-01, eta: 1 day, 6:34:21, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4588, loss_cls: 3.6648, loss: 3.6648, grad_norm: 1.1711 2020-07-28 17:49:13,575 - mmaction - INFO - Epoch [61][600/940] lr: 3.000e-01, eta: 1 day, 6:34:02, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2207, top5_acc: 0.4645, loss_cls: 3.6691, loss: 3.6691, grad_norm: 1.1838 2020-07-28 17:49:32,095 - mmaction - INFO - Epoch [61][620/940] lr: 3.000e-01, eta: 1 day, 6:33:40, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2426, top5_acc: 0.4770, loss_cls: 3.6017, loss: 3.6017, grad_norm: 1.1668 2020-07-28 17:49:51,277 - mmaction - INFO - Epoch [61][640/940] lr: 3.000e-01, eta: 1 day, 6:33:19, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4670, loss_cls: 3.6304, loss: 3.6304, grad_norm: 1.1794 2020-07-28 17:50:11,638 - mmaction - INFO - Epoch [61][660/940] lr: 3.000e-01, eta: 1 day, 6:33:01, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4740, loss_cls: 3.6298, loss: 3.6298, grad_norm: 1.1769 2020-07-28 17:50:30,865 - mmaction - INFO - Epoch [61][680/940] lr: 3.000e-01, eta: 1 day, 6:32:41, time: 0.962, data_time: 0.003, memory: 5015, top1_acc: 0.2324, top5_acc: 0.4711, loss_cls: 3.6392, loss: 3.6392, grad_norm: 1.1805 2020-07-28 17:50:51,329 - mmaction - INFO - Epoch [61][700/940] lr: 3.000e-01, eta: 1 day, 6:32:23, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6182, loss: 3.6182, grad_norm: 1.1741 2020-07-28 17:51:10,356 - mmaction - INFO - Epoch [61][720/940] lr: 3.000e-01, eta: 1 day, 6:32:02, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4762, loss_cls: 3.5904, loss: 3.5904, grad_norm: 1.1759 2020-07-28 17:51:29,671 - mmaction - INFO - Epoch [61][740/940] lr: 3.000e-01, eta: 1 day, 6:31:42, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2439, top5_acc: 0.4783, loss_cls: 3.6191, loss: 3.6191, grad_norm: 1.1722 2020-07-28 17:51:49,958 - mmaction - INFO - Epoch [61][760/940] lr: 3.000e-01, eta: 1 day, 6:31:24, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4746, loss_cls: 3.6474, loss: 3.6474, grad_norm: 1.1455 2020-07-28 17:52:10,588 - mmaction - INFO - Epoch [61][780/940] lr: 3.000e-01, eta: 1 day, 6:31:06, time: 1.029, data_time: 0.006, memory: 5015, top1_acc: 0.2221, top5_acc: 0.4713, loss_cls: 3.6364, loss: 3.6364, grad_norm: 1.1543 2020-07-28 17:52:29,705 - mmaction - INFO - Epoch [61][800/940] lr: 3.000e-01, eta: 1 day, 6:30:45, time: 0.958, data_time: 0.006, memory: 5015, top1_acc: 0.2383, top5_acc: 0.4650, loss_cls: 3.6368, loss: 3.6368, grad_norm: 1.1399 2020-07-28 17:52:48,811 - mmaction - INFO - Epoch [61][820/940] lr: 3.000e-01, eta: 1 day, 6:30:25, time: 0.954, data_time: 0.004, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4754, loss_cls: 3.6197, loss: 3.6197, grad_norm: 1.1475 2020-07-28 17:53:08,343 - mmaction - INFO - Epoch [61][840/940] lr: 3.000e-01, eta: 1 day, 6:30:05, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2242, top5_acc: 0.4617, loss_cls: 3.6941, loss: 3.6941, grad_norm: 1.1548 2020-07-28 17:53:27,375 - mmaction - INFO - Epoch [61][860/940] lr: 3.000e-01, eta: 1 day, 6:29:44, time: 0.950, data_time: 0.004, memory: 5015, top1_acc: 0.2361, top5_acc: 0.4730, loss_cls: 3.6110, loss: 3.6110, grad_norm: 1.1518 2020-07-28 17:53:46,772 - mmaction - INFO - Epoch [61][880/940] lr: 3.000e-01, eta: 1 day, 6:29:24, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2377, top5_acc: 0.4748, loss_cls: 3.6308, loss: 3.6308, grad_norm: 1.1794 2020-07-28 17:54:05,815 - mmaction - INFO - Epoch [61][900/940] lr: 3.000e-01, eta: 1 day, 6:29:03, time: 0.952, data_time: 0.006, memory: 5015, top1_acc: 0.2361, top5_acc: 0.4719, loss_cls: 3.6526, loss: 3.6526, grad_norm: 1.1654 2020-07-28 17:54:25,079 - mmaction - INFO - Epoch [61][920/940] lr: 3.000e-01, eta: 1 day, 6:28:43, time: 0.963, data_time: 0.001, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4682, loss_cls: 3.6182, loss: 3.6182, grad_norm: 1.1683 2020-07-28 17:54:44,126 - mmaction - INFO - Epoch [61][940/940] lr: 3.000e-01, eta: 1 day, 6:28:22, time: 0.951, data_time: 0.006, memory: 5015, top1_acc: 0.2228, top5_acc: 0.4604, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1803 2020-07-28 17:54:44,460 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-07-28 17:55:12,278 - mmaction - INFO - Epoch [62][20/940] lr: 2.970e-01, eta: 1 day, 6:28:14, time: 1.258, data_time: 0.275, memory: 5015, top1_acc: 0.2416, top5_acc: 0.4885, loss_cls: 3.5861, loss: 3.5861, grad_norm: 1.1652 2020-07-28 17:55:31,775 - mmaction - INFO - Epoch [62][40/940] lr: 2.970e-01, eta: 1 day, 6:27:54, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4652, loss_cls: 3.6455, loss: 3.6455, grad_norm: 1.1706 2020-07-28 17:55:50,933 - mmaction - INFO - Epoch [62][60/940] lr: 2.970e-01, eta: 1 day, 6:27:33, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4764, loss_cls: 3.6430, loss: 3.6430, grad_norm: 1.1662 2020-07-28 17:56:09,865 - mmaction - INFO - Epoch [62][80/940] lr: 2.970e-01, eta: 1 day, 6:27:12, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4789, loss_cls: 3.5817, loss: 3.5817, grad_norm: 1.1570 2020-07-28 17:56:29,848 - mmaction - INFO - Epoch [62][100/940] lr: 2.970e-01, eta: 1 day, 6:26:53, time: 0.997, data_time: 0.004, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4748, loss_cls: 3.6172, loss: 3.6172, grad_norm: 1.1814 2020-07-28 17:56:48,455 - mmaction - INFO - Epoch [62][120/940] lr: 2.970e-01, eta: 1 day, 6:26:32, time: 0.933, data_time: 0.006, memory: 5015, top1_acc: 0.2252, top5_acc: 0.4672, loss_cls: 3.6324, loss: 3.6324, grad_norm: 1.1701 2020-07-28 17:57:09,098 - mmaction - INFO - Epoch [62][140/940] lr: 2.970e-01, eta: 1 day, 6:26:14, time: 1.031, data_time: 0.004, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4725, loss_cls: 3.6269, loss: 3.6269, grad_norm: 1.1759 2020-07-28 17:57:28,966 - mmaction - INFO - Epoch [62][160/940] lr: 2.970e-01, eta: 1 day, 6:25:55, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4828, loss_cls: 3.5901, loss: 3.5901, grad_norm: 1.1551 2020-07-28 17:57:47,340 - mmaction - INFO - Epoch [62][180/940] lr: 2.970e-01, eta: 1 day, 6:25:33, time: 0.917, data_time: 0.005, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4727, loss_cls: 3.5866, loss: 3.5866, grad_norm: 1.1876 2020-07-28 17:58:06,321 - mmaction - INFO - Epoch [62][200/940] lr: 2.970e-01, eta: 1 day, 6:25:12, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4842, loss_cls: 3.5829, loss: 3.5829, grad_norm: 1.1851 2020-07-28 17:58:25,607 - mmaction - INFO - Epoch [62][220/940] lr: 2.970e-01, eta: 1 day, 6:24:52, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4703, loss_cls: 3.6222, loss: 3.6222, grad_norm: 1.1975 2020-07-28 17:58:45,328 - mmaction - INFO - Epoch [62][240/940] lr: 2.970e-01, eta: 1 day, 6:24:33, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4623, loss_cls: 3.6550, loss: 3.6550, grad_norm: 1.1618 2020-07-28 17:59:04,914 - mmaction - INFO - Epoch [62][260/940] lr: 2.970e-01, eta: 1 day, 6:24:13, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4746, loss_cls: 3.6055, loss: 3.6055, grad_norm: 1.1715 2020-07-28 17:59:23,882 - mmaction - INFO - Epoch [62][280/940] lr: 2.970e-01, eta: 1 day, 6:23:52, time: 0.950, data_time: 0.006, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4828, loss_cls: 3.5888, loss: 3.5888, grad_norm: 1.1869 2020-07-28 17:59:43,039 - mmaction - INFO - Epoch [62][300/940] lr: 2.970e-01, eta: 1 day, 6:23:31, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2455, top5_acc: 0.4838, loss_cls: 3.5756, loss: 3.5756, grad_norm: 1.1748 2020-07-28 18:00:02,457 - mmaction - INFO - Epoch [62][320/940] lr: 2.970e-01, eta: 1 day, 6:23:12, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4830, loss_cls: 3.5880, loss: 3.5880, grad_norm: 1.1692 2020-07-28 18:00:25,020 - mmaction - INFO - Epoch [62][340/940] lr: 2.970e-01, eta: 1 day, 6:22:57, time: 1.123, data_time: 0.005, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4801, loss_cls: 3.6086, loss: 3.6086, grad_norm: 1.1717 2020-07-28 18:00:44,055 - mmaction - INFO - Epoch [62][360/940] lr: 2.970e-01, eta: 1 day, 6:22:37, time: 0.957, data_time: 0.015, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4582, loss_cls: 3.6750, loss: 3.6750, grad_norm: 1.1580 2020-07-28 18:01:03,623 - mmaction - INFO - Epoch [62][380/940] lr: 2.970e-01, eta: 1 day, 6:22:17, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4709, loss_cls: 3.6279, loss: 3.6279, grad_norm: 1.1672 2020-07-28 18:01:23,136 - mmaction - INFO - Epoch [62][400/940] lr: 2.970e-01, eta: 1 day, 6:21:57, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4809, loss_cls: 3.5882, loss: 3.5882, grad_norm: 1.1770 2020-07-28 18:01:42,984 - mmaction - INFO - Epoch [62][420/940] lr: 2.970e-01, eta: 1 day, 6:21:38, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2373, top5_acc: 0.4721, loss_cls: 3.6117, loss: 3.6117, grad_norm: 1.1911 2020-07-28 18:02:03,371 - mmaction - INFO - Epoch [62][440/940] lr: 2.970e-01, eta: 1 day, 6:21:20, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.2422, top5_acc: 0.4771, loss_cls: 3.5869, loss: 3.5869, grad_norm: 1.1860 2020-07-28 18:02:22,085 - mmaction - INFO - Epoch [62][460/940] lr: 2.970e-01, eta: 1 day, 6:20:59, time: 0.934, data_time: 0.006, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4742, loss_cls: 3.6179, loss: 3.6179, grad_norm: 1.1732 2020-07-28 18:02:41,321 - mmaction - INFO - Epoch [62][480/940] lr: 2.970e-01, eta: 1 day, 6:20:38, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2354, top5_acc: 0.4770, loss_cls: 3.6087, loss: 3.6087, grad_norm: 1.1556 2020-07-28 18:03:01,247 - mmaction - INFO - Epoch [62][500/940] lr: 2.970e-01, eta: 1 day, 6:20:19, time: 0.996, data_time: 0.006, memory: 5015, top1_acc: 0.2412, top5_acc: 0.4775, loss_cls: 3.6063, loss: 3.6063, grad_norm: 1.1703 2020-07-28 18:03:20,375 - mmaction - INFO - Epoch [62][520/940] lr: 2.970e-01, eta: 1 day, 6:19:59, time: 0.956, data_time: 0.002, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4764, loss_cls: 3.6279, loss: 3.6279, grad_norm: 1.1772 2020-07-28 18:03:40,654 - mmaction - INFO - Epoch [62][540/940] lr: 2.970e-01, eta: 1 day, 6:19:40, time: 1.014, data_time: 0.006, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4652, loss_cls: 3.6632, loss: 3.6632, grad_norm: 1.1812 2020-07-28 18:04:00,371 - mmaction - INFO - Epoch [62][560/940] lr: 2.970e-01, eta: 1 day, 6:19:21, time: 0.983, data_time: 0.002, memory: 5015, top1_acc: 0.2393, top5_acc: 0.4748, loss_cls: 3.6335, loss: 3.6335, grad_norm: 1.1611 2020-07-28 18:04:19,741 - mmaction - INFO - Epoch [62][580/940] lr: 2.970e-01, eta: 1 day, 6:19:01, time: 0.969, data_time: 0.007, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4838, loss_cls: 3.5673, loss: 3.5673, grad_norm: 1.1864 2020-07-28 18:04:39,607 - mmaction - INFO - Epoch [62][600/940] lr: 2.970e-01, eta: 1 day, 6:18:42, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2270, top5_acc: 0.4648, loss_cls: 3.6646, loss: 3.6646, grad_norm: 1.1759 2020-07-28 18:04:59,335 - mmaction - INFO - Epoch [62][620/940] lr: 2.970e-01, eta: 1 day, 6:18:22, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4842, loss_cls: 3.5945, loss: 3.5945, grad_norm: 1.1803 2020-07-28 18:05:19,145 - mmaction - INFO - Epoch [62][640/940] lr: 2.970e-01, eta: 1 day, 6:18:03, time: 0.991, data_time: 0.002, memory: 5015, top1_acc: 0.2313, top5_acc: 0.4668, loss_cls: 3.6437, loss: 3.6437, grad_norm: 1.2015 2020-07-28 18:05:39,065 - mmaction - INFO - Epoch [62][660/940] lr: 2.970e-01, eta: 1 day, 6:17:44, time: 0.994, data_time: 0.006, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4809, loss_cls: 3.6477, loss: 3.6477, grad_norm: 1.1513 2020-07-28 18:05:57,873 - mmaction - INFO - Epoch [62][680/940] lr: 2.970e-01, eta: 1 day, 6:17:23, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2355, top5_acc: 0.4707, loss_cls: 3.6249, loss: 3.6249, grad_norm: 1.1831 2020-07-28 18:06:16,932 - mmaction - INFO - Epoch [62][700/940] lr: 2.970e-01, eta: 1 day, 6:17:02, time: 0.952, data_time: 0.006, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6354, loss: 3.6354, grad_norm: 1.1769 2020-07-28 18:06:35,985 - mmaction - INFO - Epoch [62][720/940] lr: 2.970e-01, eta: 1 day, 6:16:42, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2232, top5_acc: 0.4645, loss_cls: 3.6311, loss: 3.6311, grad_norm: 1.1616 2020-07-28 18:06:54,824 - mmaction - INFO - Epoch [62][740/940] lr: 2.970e-01, eta: 1 day, 6:16:20, time: 0.943, data_time: 0.003, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4719, loss_cls: 3.6473, loss: 3.6473, grad_norm: 1.1926 2020-07-28 18:07:14,692 - mmaction - INFO - Epoch [62][760/940] lr: 2.970e-01, eta: 1 day, 6:16:01, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4611, loss_cls: 3.6610, loss: 3.6610, grad_norm: 1.1473 2020-07-28 18:07:33,636 - mmaction - INFO - Epoch [62][780/940] lr: 2.970e-01, eta: 1 day, 6:15:40, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2334, top5_acc: 0.4723, loss_cls: 3.6371, loss: 3.6371, grad_norm: 1.1698 2020-07-28 18:07:54,217 - mmaction - INFO - Epoch [62][800/940] lr: 2.970e-01, eta: 1 day, 6:15:23, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4828, loss_cls: 3.5768, loss: 3.5768, grad_norm: 1.1814 2020-07-28 18:08:13,195 - mmaction - INFO - Epoch [62][820/940] lr: 2.970e-01, eta: 1 day, 6:15:02, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4791, loss_cls: 3.6092, loss: 3.6092, grad_norm: 1.1799 2020-07-28 18:08:32,580 - mmaction - INFO - Epoch [62][840/940] lr: 2.970e-01, eta: 1 day, 6:14:42, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2361, top5_acc: 0.4756, loss_cls: 3.6235, loss: 3.6235, grad_norm: 1.1592 2020-07-28 18:08:51,740 - mmaction - INFO - Epoch [62][860/940] lr: 2.970e-01, eta: 1 day, 6:14:21, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2482, top5_acc: 0.4771, loss_cls: 3.5979, loss: 3.5979, grad_norm: 1.1434 2020-07-28 18:09:10,613 - mmaction - INFO - Epoch [62][880/940] lr: 2.970e-01, eta: 1 day, 6:14:00, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4723, loss_cls: 3.6243, loss: 3.6243, grad_norm: 1.1886 2020-07-28 18:09:30,047 - mmaction - INFO - Epoch [62][900/940] lr: 2.970e-01, eta: 1 day, 6:13:40, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4896, loss_cls: 3.5988, loss: 3.5988, grad_norm: 1.1719 2020-07-28 18:09:50,125 - mmaction - INFO - Epoch [62][920/940] lr: 2.970e-01, eta: 1 day, 6:13:22, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4686, loss_cls: 3.6543, loss: 3.6543, grad_norm: 1.1393 2020-07-28 18:10:09,689 - mmaction - INFO - Epoch [62][940/940] lr: 2.970e-01, eta: 1 day, 6:13:02, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.2401, top5_acc: 0.4736, loss_cls: 3.6129, loss: 3.6129, grad_norm: 1.1616 2020-07-28 18:10:10,045 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-07-28 18:10:38,832 - mmaction - INFO - Epoch [63][20/940] lr: 2.939e-01, eta: 1 day, 6:12:55, time: 1.304, data_time: 0.367, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4803, loss_cls: 3.6095, loss: 3.6095, grad_norm: 1.1922 2020-07-28 18:10:57,303 - mmaction - INFO - Epoch [63][40/940] lr: 2.939e-01, eta: 1 day, 6:12:33, time: 0.924, data_time: 0.002, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4854, loss_cls: 3.5803, loss: 3.5803, grad_norm: 1.1730 2020-07-28 18:11:16,440 - mmaction - INFO - Epoch [63][60/940] lr: 2.939e-01, eta: 1 day, 6:12:12, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2404, top5_acc: 0.4779, loss_cls: 3.5901, loss: 3.5901, grad_norm: 1.1585 2020-07-28 18:11:35,289 - mmaction - INFO - Epoch [63][80/940] lr: 2.939e-01, eta: 1 day, 6:11:51, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4742, loss_cls: 3.6401, loss: 3.6401, grad_norm: 1.2165 2020-07-28 18:11:54,855 - mmaction - INFO - Epoch [63][100/940] lr: 2.939e-01, eta: 1 day, 6:11:31, time: 0.979, data_time: 0.002, memory: 5015, top1_acc: 0.2393, top5_acc: 0.4762, loss_cls: 3.6020, loss: 3.6020, grad_norm: 1.1692 2020-07-28 18:12:14,814 - mmaction - INFO - Epoch [63][120/940] lr: 2.939e-01, eta: 1 day, 6:11:12, time: 0.996, data_time: 0.004, memory: 5015, top1_acc: 0.2410, top5_acc: 0.4764, loss_cls: 3.5801, loss: 3.5801, grad_norm: 1.1938 2020-07-28 18:12:33,687 - mmaction - INFO - Epoch [63][140/940] lr: 2.939e-01, eta: 1 day, 6:10:51, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4664, loss_cls: 3.6374, loss: 3.6374, grad_norm: 1.1510 2020-07-28 18:12:52,504 - mmaction - INFO - Epoch [63][160/940] lr: 2.939e-01, eta: 1 day, 6:10:30, time: 0.939, data_time: 0.006, memory: 5015, top1_acc: 0.2363, top5_acc: 0.4773, loss_cls: 3.6246, loss: 3.6246, grad_norm: 1.1777 2020-07-28 18:13:11,752 - mmaction - INFO - Epoch [63][180/940] lr: 2.939e-01, eta: 1 day, 6:10:10, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2322, top5_acc: 0.4750, loss_cls: 3.6047, loss: 3.6047, grad_norm: 1.1714 2020-07-28 18:13:31,894 - mmaction - INFO - Epoch [63][200/940] lr: 2.939e-01, eta: 1 day, 6:09:51, time: 1.005, data_time: 0.004, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4824, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.2112 2020-07-28 18:13:50,821 - mmaction - INFO - Epoch [63][220/940] lr: 2.939e-01, eta: 1 day, 6:09:30, time: 0.948, data_time: 0.006, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4744, loss_cls: 3.6400, loss: 3.6400, grad_norm: 1.1567 2020-07-28 18:14:09,875 - mmaction - INFO - Epoch [63][240/940] lr: 2.939e-01, eta: 1 day, 6:09:10, time: 0.951, data_time: 0.004, memory: 5015, top1_acc: 0.2377, top5_acc: 0.4746, loss_cls: 3.6052, loss: 3.6052, grad_norm: 1.1838 2020-07-28 18:14:30,355 - mmaction - INFO - Epoch [63][260/940] lr: 2.939e-01, eta: 1 day, 6:08:52, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4795, loss_cls: 3.6096, loss: 3.6096, grad_norm: 1.1854 2020-07-28 18:14:49,381 - mmaction - INFO - Epoch [63][280/940] lr: 2.939e-01, eta: 1 day, 6:08:31, time: 0.952, data_time: 0.006, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4760, loss_cls: 3.6095, loss: 3.6095, grad_norm: 1.1746 2020-07-28 18:15:08,448 - mmaction - INFO - Epoch [63][300/940] lr: 2.939e-01, eta: 1 day, 6:08:10, time: 0.953, data_time: 0.002, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4809, loss_cls: 3.5844, loss: 3.5844, grad_norm: 1.2053 2020-07-28 18:15:27,623 - mmaction - INFO - Epoch [63][320/940] lr: 2.939e-01, eta: 1 day, 6:07:50, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4715, loss_cls: 3.6434, loss: 3.6434, grad_norm: 1.1782 2020-07-28 18:15:47,483 - mmaction - INFO - Epoch [63][340/940] lr: 2.939e-01, eta: 1 day, 6:07:31, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2373, top5_acc: 0.4738, loss_cls: 3.6224, loss: 3.6224, grad_norm: 1.1640 2020-07-28 18:16:07,293 - mmaction - INFO - Epoch [63][360/940] lr: 2.939e-01, eta: 1 day, 6:07:12, time: 0.993, data_time: 0.006, memory: 5015, top1_acc: 0.2404, top5_acc: 0.4775, loss_cls: 3.5946, loss: 3.5946, grad_norm: 1.1711 2020-07-28 18:16:27,094 - mmaction - INFO - Epoch [63][380/940] lr: 2.939e-01, eta: 1 day, 6:06:52, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4773, loss_cls: 3.6133, loss: 3.6133, grad_norm: 1.1846 2020-07-28 18:16:45,672 - mmaction - INFO - Epoch [63][400/940] lr: 2.939e-01, eta: 1 day, 6:06:31, time: 0.929, data_time: 0.002, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4717, loss_cls: 3.6270, loss: 3.6270, grad_norm: 1.1777 2020-07-28 18:17:05,063 - mmaction - INFO - Epoch [63][420/940] lr: 2.939e-01, eta: 1 day, 6:06:11, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4713, loss_cls: 3.6144, loss: 3.6144, grad_norm: 1.1749 2020-07-28 18:17:23,741 - mmaction - INFO - Epoch [63][440/940] lr: 2.939e-01, eta: 1 day, 6:05:49, time: 0.936, data_time: 0.006, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4754, loss_cls: 3.6252, loss: 3.6252, grad_norm: 1.2038 2020-07-28 18:17:44,206 - mmaction - INFO - Epoch [63][460/940] lr: 2.939e-01, eta: 1 day, 6:05:31, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4926, loss_cls: 3.5326, loss: 3.5326, grad_norm: 1.1856 2020-07-28 18:18:03,303 - mmaction - INFO - Epoch [63][480/940] lr: 2.939e-01, eta: 1 day, 6:05:11, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2313, top5_acc: 0.4645, loss_cls: 3.6181, loss: 3.6181, grad_norm: 1.1615 2020-07-28 18:18:22,425 - mmaction - INFO - Epoch [63][500/940] lr: 2.939e-01, eta: 1 day, 6:04:50, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.2326, top5_acc: 0.4717, loss_cls: 3.6346, loss: 3.6346, grad_norm: 1.1720 2020-07-28 18:18:42,238 - mmaction - INFO - Epoch [63][520/940] lr: 2.939e-01, eta: 1 day, 6:04:31, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4746, loss_cls: 3.6099, loss: 3.6099, grad_norm: 1.1573 2020-07-28 18:19:01,534 - mmaction - INFO - Epoch [63][540/940] lr: 2.939e-01, eta: 1 day, 6:04:11, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4826, loss_cls: 3.6043, loss: 3.6043, grad_norm: 1.1827 2020-07-28 18:19:20,758 - mmaction - INFO - Epoch [63][560/940] lr: 2.939e-01, eta: 1 day, 6:03:50, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2373, top5_acc: 0.4725, loss_cls: 3.6241, loss: 3.6241, grad_norm: 1.1803 2020-07-28 18:19:40,198 - mmaction - INFO - Epoch [63][580/940] lr: 2.939e-01, eta: 1 day, 6:03:30, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4740, loss_cls: 3.6262, loss: 3.6262, grad_norm: 1.1654 2020-07-28 18:19:59,849 - mmaction - INFO - Epoch [63][600/940] lr: 2.939e-01, eta: 1 day, 6:03:11, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2400, top5_acc: 0.4701, loss_cls: 3.6151, loss: 3.6151, grad_norm: 1.1922 2020-07-28 18:20:20,107 - mmaction - INFO - Epoch [63][620/940] lr: 2.939e-01, eta: 1 day, 6:02:53, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4813, loss_cls: 3.5962, loss: 3.5962, grad_norm: 1.1769 2020-07-28 18:20:39,537 - mmaction - INFO - Epoch [63][640/940] lr: 2.939e-01, eta: 1 day, 6:02:33, time: 0.972, data_time: 0.002, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4719, loss_cls: 3.6180, loss: 3.6180, grad_norm: 1.1921 2020-07-28 18:20:58,692 - mmaction - INFO - Epoch [63][660/940] lr: 2.939e-01, eta: 1 day, 6:02:12, time: 0.956, data_time: 0.004, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4762, loss_cls: 3.5898, loss: 3.5898, grad_norm: 1.1792 2020-07-28 18:21:17,782 - mmaction - INFO - Epoch [63][680/940] lr: 2.939e-01, eta: 1 day, 6:01:51, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4771, loss_cls: 3.6094, loss: 3.6094, grad_norm: 1.1607 2020-07-28 18:21:38,117 - mmaction - INFO - Epoch [63][700/940] lr: 2.939e-01, eta: 1 day, 6:01:33, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4805, loss_cls: 3.6096, loss: 3.6096, grad_norm: 1.2346 2020-07-28 18:21:57,946 - mmaction - INFO - Epoch [63][720/940] lr: 2.939e-01, eta: 1 day, 6:01:14, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4711, loss_cls: 3.6770, loss: 3.6770, grad_norm: 1.1646 2020-07-28 18:22:17,109 - mmaction - INFO - Epoch [63][740/940] lr: 2.939e-01, eta: 1 day, 6:00:54, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4801, loss_cls: 3.5966, loss: 3.5966, grad_norm: 1.1659 2020-07-28 18:22:36,516 - mmaction - INFO - Epoch [63][760/940] lr: 2.939e-01, eta: 1 day, 6:00:34, time: 0.970, data_time: 0.002, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4746, loss_cls: 3.6268, loss: 3.6268, grad_norm: 1.1751 2020-07-28 18:22:55,994 - mmaction - INFO - Epoch [63][780/940] lr: 2.939e-01, eta: 1 day, 6:00:14, time: 0.974, data_time: 0.002, memory: 5015, top1_acc: 0.2338, top5_acc: 0.4771, loss_cls: 3.6145, loss: 3.6145, grad_norm: 1.1918 2020-07-28 18:23:15,220 - mmaction - INFO - Epoch [63][800/940] lr: 2.939e-01, eta: 1 day, 5:59:53, time: 0.960, data_time: 0.004, memory: 5015, top1_acc: 0.2299, top5_acc: 0.4729, loss_cls: 3.6459, loss: 3.6459, grad_norm: 1.2014 2020-07-28 18:23:35,767 - mmaction - INFO - Epoch [63][820/940] lr: 2.939e-01, eta: 1 day, 5:59:35, time: 1.029, data_time: 0.005, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4740, loss_cls: 3.5906, loss: 3.5906, grad_norm: 1.1740 2020-07-28 18:23:55,123 - mmaction - INFO - Epoch [63][840/940] lr: 2.939e-01, eta: 1 day, 5:59:15, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.2354, top5_acc: 0.4793, loss_cls: 3.6081, loss: 3.6081, grad_norm: 1.1934 2020-07-28 18:24:14,343 - mmaction - INFO - Epoch [63][860/940] lr: 2.939e-01, eta: 1 day, 5:58:55, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4695, loss_cls: 3.6401, loss: 3.6401, grad_norm: 1.1534 2020-07-28 18:24:33,733 - mmaction - INFO - Epoch [63][880/940] lr: 2.939e-01, eta: 1 day, 5:58:35, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4736, loss_cls: 3.6021, loss: 3.6021, grad_norm: 1.1768 2020-07-28 18:24:54,128 - mmaction - INFO - Epoch [63][900/940] lr: 2.939e-01, eta: 1 day, 5:58:17, time: 1.018, data_time: 0.004, memory: 5015, top1_acc: 0.2336, top5_acc: 0.4811, loss_cls: 3.6048, loss: 3.6048, grad_norm: 1.1820 2020-07-28 18:25:12,894 - mmaction - INFO - Epoch [63][920/940] lr: 2.939e-01, eta: 1 day, 5:57:56, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2314, top5_acc: 0.4781, loss_cls: 3.6336, loss: 3.6336, grad_norm: 1.1858 2020-07-28 18:25:31,439 - mmaction - INFO - Epoch [63][940/940] lr: 2.939e-01, eta: 1 day, 5:57:34, time: 0.927, data_time: 0.007, memory: 5015, top1_acc: 0.2470, top5_acc: 0.4880, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.1577 2020-07-28 18:25:31,720 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-07-28 18:25:57,867 - mmaction - INFO - Epoch [64][20/940] lr: 2.908e-01, eta: 1 day, 5:57:23, time: 1.226, data_time: 0.320, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4904, loss_cls: 3.5172, loss: 3.5172, grad_norm: 1.1876 2020-07-28 18:26:17,913 - mmaction - INFO - Epoch [64][40/940] lr: 2.908e-01, eta: 1 day, 5:57:05, time: 1.003, data_time: 0.003, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4619, loss_cls: 3.6471, loss: 3.6471, grad_norm: 1.1754 2020-07-28 18:26:36,918 - mmaction - INFO - Epoch [64][60/940] lr: 2.908e-01, eta: 1 day, 5:56:44, time: 0.948, data_time: 0.004, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4822, loss_cls: 3.5629, loss: 3.5629, grad_norm: 1.1636 2020-07-28 18:26:56,008 - mmaction - INFO - Epoch [64][80/940] lr: 2.908e-01, eta: 1 day, 5:56:23, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4783, loss_cls: 3.5774, loss: 3.5774, grad_norm: 1.2146 2020-07-28 18:27:15,128 - mmaction - INFO - Epoch [64][100/940] lr: 2.908e-01, eta: 1 day, 5:56:03, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4734, loss_cls: 3.5965, loss: 3.5965, grad_norm: 1.1769 2020-07-28 18:27:33,459 - mmaction - INFO - Epoch [64][120/940] lr: 2.908e-01, eta: 1 day, 5:55:41, time: 0.918, data_time: 0.005, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4863, loss_cls: 3.5546, loss: 3.5546, grad_norm: 1.2117 2020-07-28 18:27:52,361 - mmaction - INFO - Epoch [64][140/940] lr: 2.908e-01, eta: 1 day, 5:55:20, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2422, top5_acc: 0.4852, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.1798 2020-07-28 18:28:11,473 - mmaction - INFO - Epoch [64][160/940] lr: 2.908e-01, eta: 1 day, 5:54:59, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2436, top5_acc: 0.4797, loss_cls: 3.5916, loss: 3.5916, grad_norm: 1.1683 2020-07-28 18:28:31,039 - mmaction - INFO - Epoch [64][180/940] lr: 2.908e-01, eta: 1 day, 5:54:40, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4893, loss_cls: 3.5860, loss: 3.5860, grad_norm: 1.2064 2020-07-28 18:28:50,821 - mmaction - INFO - Epoch [64][200/940] lr: 2.908e-01, eta: 1 day, 5:54:20, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2402, top5_acc: 0.4887, loss_cls: 3.5742, loss: 3.5742, grad_norm: 1.1615 2020-07-28 18:29:10,382 - mmaction - INFO - Epoch [64][220/940] lr: 2.908e-01, eta: 1 day, 5:54:01, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4783, loss_cls: 3.5648, loss: 3.5648, grad_norm: 1.1929 2020-07-28 18:29:29,165 - mmaction - INFO - Epoch [64][240/940] lr: 2.908e-01, eta: 1 day, 5:53:39, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.2326, top5_acc: 0.4715, loss_cls: 3.6645, loss: 3.6645, grad_norm: 1.2012 2020-07-28 18:29:48,379 - mmaction - INFO - Epoch [64][260/940] lr: 2.908e-01, eta: 1 day, 5:53:19, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4814, loss_cls: 3.5857, loss: 3.5857, grad_norm: 1.1878 2020-07-28 18:30:07,992 - mmaction - INFO - Epoch [64][280/940] lr: 2.908e-01, eta: 1 day, 5:53:00, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2363, top5_acc: 0.4770, loss_cls: 3.6089, loss: 3.6089, grad_norm: 1.1779 2020-07-28 18:30:27,608 - mmaction - INFO - Epoch [64][300/940] lr: 2.908e-01, eta: 1 day, 5:52:40, time: 0.981, data_time: 0.002, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4836, loss_cls: 3.5498, loss: 3.5498, grad_norm: 1.1963 2020-07-28 18:30:47,692 - mmaction - INFO - Epoch [64][320/940] lr: 2.908e-01, eta: 1 day, 5:52:21, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4865, loss_cls: 3.5432, loss: 3.5432, grad_norm: 1.2175 2020-07-28 18:31:07,300 - mmaction - INFO - Epoch [64][340/940] lr: 2.908e-01, eta: 1 day, 5:52:01, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2330, top5_acc: 0.4709, loss_cls: 3.6324, loss: 3.6324, grad_norm: 1.2058 2020-07-28 18:31:25,872 - mmaction - INFO - Epoch [64][360/940] lr: 2.908e-01, eta: 1 day, 5:51:40, time: 0.928, data_time: 0.006, memory: 5015, top1_acc: 0.2363, top5_acc: 0.4746, loss_cls: 3.6200, loss: 3.6200, grad_norm: 1.1758 2020-07-28 18:31:44,936 - mmaction - INFO - Epoch [64][380/940] lr: 2.908e-01, eta: 1 day, 5:51:19, time: 0.955, data_time: 0.006, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4764, loss_cls: 3.5976, loss: 3.5976, grad_norm: 1.1747 2020-07-28 18:32:04,293 - mmaction - INFO - Epoch [64][400/940] lr: 2.908e-01, eta: 1 day, 5:50:59, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4773, loss_cls: 3.6054, loss: 3.6054, grad_norm: 1.1891 2020-07-28 18:32:24,051 - mmaction - INFO - Epoch [64][420/940] lr: 2.908e-01, eta: 1 day, 5:50:40, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4832, loss_cls: 3.6299, loss: 3.6299, grad_norm: 1.1962 2020-07-28 18:32:43,341 - mmaction - INFO - Epoch [64][440/940] lr: 2.908e-01, eta: 1 day, 5:50:20, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4832, loss_cls: 3.6137, loss: 3.6137, grad_norm: 1.2093 2020-07-28 18:33:02,653 - mmaction - INFO - Epoch [64][460/940] lr: 2.908e-01, eta: 1 day, 5:50:00, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4871, loss_cls: 3.5648, loss: 3.5648, grad_norm: 1.1901 2020-07-28 18:33:22,566 - mmaction - INFO - Epoch [64][480/940] lr: 2.908e-01, eta: 1 day, 5:49:40, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4785, loss_cls: 3.6003, loss: 3.6003, grad_norm: 1.2016 2020-07-28 18:33:41,989 - mmaction - INFO - Epoch [64][500/940] lr: 2.908e-01, eta: 1 day, 5:49:21, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4770, loss_cls: 3.6180, loss: 3.6180, grad_norm: 1.1827 2020-07-28 18:34:00,755 - mmaction - INFO - Epoch [64][520/940] lr: 2.908e-01, eta: 1 day, 5:48:59, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.2369, top5_acc: 0.4750, loss_cls: 3.6263, loss: 3.6263, grad_norm: 1.1772 2020-07-28 18:34:19,795 - mmaction - INFO - Epoch [64][540/940] lr: 2.908e-01, eta: 1 day, 5:48:39, time: 0.951, data_time: 0.006, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4736, loss_cls: 3.6035, loss: 3.6035, grad_norm: 1.1906 2020-07-28 18:34:39,365 - mmaction - INFO - Epoch [64][560/940] lr: 2.908e-01, eta: 1 day, 5:48:19, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4744, loss_cls: 3.6165, loss: 3.6165, grad_norm: 1.1851 2020-07-28 18:34:58,560 - mmaction - INFO - Epoch [64][580/940] lr: 2.908e-01, eta: 1 day, 5:47:59, time: 0.958, data_time: 0.004, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4713, loss_cls: 3.6044, loss: 3.6044, grad_norm: 1.2072 2020-07-28 18:35:18,446 - mmaction - INFO - Epoch [64][600/940] lr: 2.908e-01, eta: 1 day, 5:47:40, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4727, loss_cls: 3.5756, loss: 3.5756, grad_norm: 1.1925 2020-07-28 18:35:38,091 - mmaction - INFO - Epoch [64][620/940] lr: 2.908e-01, eta: 1 day, 5:47:20, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4793, loss_cls: 3.5927, loss: 3.5927, grad_norm: 1.1812 2020-07-28 18:35:57,486 - mmaction - INFO - Epoch [64][640/940] lr: 2.908e-01, eta: 1 day, 5:47:00, time: 0.970, data_time: 0.002, memory: 5015, top1_acc: 0.2412, top5_acc: 0.4867, loss_cls: 3.5832, loss: 3.5832, grad_norm: 1.1714 2020-07-28 18:36:17,513 - mmaction - INFO - Epoch [64][660/940] lr: 2.908e-01, eta: 1 day, 5:46:41, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2414, top5_acc: 0.4799, loss_cls: 3.5918, loss: 3.5918, grad_norm: 1.1749 2020-07-28 18:36:36,691 - mmaction - INFO - Epoch [64][680/940] lr: 2.908e-01, eta: 1 day, 5:46:21, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2412, top5_acc: 0.4752, loss_cls: 3.5941, loss: 3.5941, grad_norm: 1.1747 2020-07-28 18:36:56,741 - mmaction - INFO - Epoch [64][700/940] lr: 2.908e-01, eta: 1 day, 5:46:02, time: 1.001, data_time: 0.004, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4787, loss_cls: 3.5693, loss: 3.5693, grad_norm: 1.1965 2020-07-28 18:37:15,961 - mmaction - INFO - Epoch [64][720/940] lr: 2.908e-01, eta: 1 day, 5:45:42, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4822, loss_cls: 3.5800, loss: 3.5800, grad_norm: 1.2041 2020-07-28 18:37:36,276 - mmaction - INFO - Epoch [64][740/940] lr: 2.908e-01, eta: 1 day, 5:45:23, time: 1.014, data_time: 0.004, memory: 5015, top1_acc: 0.2262, top5_acc: 0.4699, loss_cls: 3.6713, loss: 3.6713, grad_norm: 1.1969 2020-07-28 18:37:56,090 - mmaction - INFO - Epoch [64][760/940] lr: 2.908e-01, eta: 1 day, 5:45:04, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4697, loss_cls: 3.6311, loss: 3.6311, grad_norm: 1.1832 2020-07-28 18:38:16,856 - mmaction - INFO - Epoch [64][780/940] lr: 2.908e-01, eta: 1 day, 5:44:46, time: 1.037, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4912, loss_cls: 3.5606, loss: 3.5606, grad_norm: 1.1807 2020-07-28 18:38:35,398 - mmaction - INFO - Epoch [64][800/940] lr: 2.908e-01, eta: 1 day, 5:44:25, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.2307, top5_acc: 0.4693, loss_cls: 3.6368, loss: 3.6368, grad_norm: 1.1731 2020-07-28 18:38:54,442 - mmaction - INFO - Epoch [64][820/940] lr: 2.908e-01, eta: 1 day, 5:44:04, time: 0.951, data_time: 0.006, memory: 5015, top1_acc: 0.2457, top5_acc: 0.4828, loss_cls: 3.6020, loss: 3.6020, grad_norm: 1.1845 2020-07-28 18:39:13,754 - mmaction - INFO - Epoch [64][840/940] lr: 2.908e-01, eta: 1 day, 5:43:44, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4781, loss_cls: 3.5939, loss: 3.5939, grad_norm: 1.1779 2020-07-28 18:39:33,475 - mmaction - INFO - Epoch [64][860/940] lr: 2.908e-01, eta: 1 day, 5:43:25, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4779, loss_cls: 3.5851, loss: 3.5851, grad_norm: 1.1680 2020-07-28 18:39:53,931 - mmaction - INFO - Epoch [64][880/940] lr: 2.908e-01, eta: 1 day, 5:43:07, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4855, loss_cls: 3.5907, loss: 3.5907, grad_norm: 1.1930 2020-07-28 18:40:13,694 - mmaction - INFO - Epoch [64][900/940] lr: 2.908e-01, eta: 1 day, 5:42:47, time: 0.987, data_time: 0.004, memory: 5015, top1_acc: 0.2248, top5_acc: 0.4639, loss_cls: 3.6663, loss: 3.6663, grad_norm: 1.1676 2020-07-28 18:40:33,495 - mmaction - INFO - Epoch [64][920/940] lr: 2.908e-01, eta: 1 day, 5:42:28, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4766, loss_cls: 3.6127, loss: 3.6127, grad_norm: 1.1818 2020-07-28 18:40:52,414 - mmaction - INFO - Epoch [64][940/940] lr: 2.908e-01, eta: 1 day, 5:42:07, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2291, top5_acc: 0.4688, loss_cls: 3.6681, loss: 3.6681, grad_norm: 1.2030 2020-07-28 18:40:52,758 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-28 18:41:18,683 - mmaction - INFO - Epoch [65][20/940] lr: 2.877e-01, eta: 1 day, 5:41:54, time: 1.168, data_time: 0.276, memory: 5015, top1_acc: 0.2373, top5_acc: 0.4822, loss_cls: 3.5973, loss: 3.5973, grad_norm: 1.2027 2020-07-28 18:41:37,827 - mmaction - INFO - Epoch [65][40/940] lr: 2.877e-01, eta: 1 day, 5:41:34, time: 0.955, data_time: 0.004, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4813, loss_cls: 3.5718, loss: 3.5718, grad_norm: 1.1802 2020-07-28 18:41:58,442 - mmaction - INFO - Epoch [65][60/940] lr: 2.877e-01, eta: 1 day, 5:41:16, time: 1.030, data_time: 0.005, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4723, loss_cls: 3.5955, loss: 3.5955, grad_norm: 1.1824 2020-07-28 18:42:17,950 - mmaction - INFO - Epoch [65][80/940] lr: 2.877e-01, eta: 1 day, 5:40:56, time: 0.978, data_time: 0.006, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4807, loss_cls: 3.5602, loss: 3.5602, grad_norm: 1.1755 2020-07-28 18:42:37,355 - mmaction - INFO - Epoch [65][100/940] lr: 2.877e-01, eta: 1 day, 5:40:36, time: 0.970, data_time: 0.003, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4885, loss_cls: 3.5604, loss: 3.5604, grad_norm: 1.1748 2020-07-28 18:42:58,297 - mmaction - INFO - Epoch [65][120/940] lr: 2.877e-01, eta: 1 day, 5:40:19, time: 1.046, data_time: 0.002, memory: 5015, top1_acc: 0.2453, top5_acc: 0.4814, loss_cls: 3.5823, loss: 3.5823, grad_norm: 1.1965 2020-07-28 18:43:17,529 - mmaction - INFO - Epoch [65][140/940] lr: 2.877e-01, eta: 1 day, 5:39:59, time: 0.963, data_time: 0.003, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4762, loss_cls: 3.5868, loss: 3.5868, grad_norm: 1.1550 2020-07-28 18:43:37,918 - mmaction - INFO - Epoch [65][160/940] lr: 2.877e-01, eta: 1 day, 5:39:40, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.2410, top5_acc: 0.4789, loss_cls: 3.5804, loss: 3.5804, grad_norm: 1.1749 2020-07-28 18:43:57,215 - mmaction - INFO - Epoch [65][180/940] lr: 2.877e-01, eta: 1 day, 5:39:20, time: 0.965, data_time: 0.002, memory: 5015, top1_acc: 0.2422, top5_acc: 0.4826, loss_cls: 3.5704, loss: 3.5704, grad_norm: 1.2042 2020-07-28 18:44:16,753 - mmaction - INFO - Epoch [65][200/940] lr: 2.877e-01, eta: 1 day, 5:39:00, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4842, loss_cls: 3.5573, loss: 3.5573, grad_norm: 1.1819 2020-07-28 18:44:36,318 - mmaction - INFO - Epoch [65][220/940] lr: 2.877e-01, eta: 1 day, 5:38:41, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2264, top5_acc: 0.4713, loss_cls: 3.6150, loss: 3.6150, grad_norm: 1.1912 2020-07-28 18:44:55,138 - mmaction - INFO - Epoch [65][240/940] lr: 2.877e-01, eta: 1 day, 5:38:20, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2311, top5_acc: 0.4791, loss_cls: 3.5880, loss: 3.5880, grad_norm: 1.1925 2020-07-28 18:45:14,278 - mmaction - INFO - Epoch [65][260/940] lr: 2.877e-01, eta: 1 day, 5:37:59, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2400, top5_acc: 0.4836, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.1907 2020-07-28 18:45:33,877 - mmaction - INFO - Epoch [65][280/940] lr: 2.877e-01, eta: 1 day, 5:37:40, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4857, loss_cls: 3.5542, loss: 3.5542, grad_norm: 1.1868 2020-07-28 18:45:53,124 - mmaction - INFO - Epoch [65][300/940] lr: 2.877e-01, eta: 1 day, 5:37:19, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2463, top5_acc: 0.4910, loss_cls: 3.5720, loss: 3.5720, grad_norm: 1.1944 2020-07-28 18:46:12,716 - mmaction - INFO - Epoch [65][320/940] lr: 2.877e-01, eta: 1 day, 5:37:00, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4727, loss_cls: 3.6209, loss: 3.6209, grad_norm: 1.1792 2020-07-28 18:46:32,379 - mmaction - INFO - Epoch [65][340/940] lr: 2.877e-01, eta: 1 day, 5:36:40, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2447, top5_acc: 0.4854, loss_cls: 3.5529, loss: 3.5529, grad_norm: 1.1834 2020-07-28 18:46:51,157 - mmaction - INFO - Epoch [65][360/940] lr: 2.877e-01, eta: 1 day, 5:36:19, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4879, loss_cls: 3.5775, loss: 3.5775, grad_norm: 1.1974 2020-07-28 18:47:11,289 - mmaction - INFO - Epoch [65][380/940] lr: 2.877e-01, eta: 1 day, 5:36:00, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2373, top5_acc: 0.4807, loss_cls: 3.6005, loss: 3.6005, grad_norm: 1.2158 2020-07-28 18:47:31,359 - mmaction - INFO - Epoch [65][400/940] lr: 2.877e-01, eta: 1 day, 5:35:42, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4906, loss_cls: 3.5297, loss: 3.5297, grad_norm: 1.1874 2020-07-28 18:47:51,128 - mmaction - INFO - Epoch [65][420/940] lr: 2.877e-01, eta: 1 day, 5:35:22, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4734, loss_cls: 3.6082, loss: 3.6082, grad_norm: 1.2148 2020-07-28 18:48:10,281 - mmaction - INFO - Epoch [65][440/940] lr: 2.877e-01, eta: 1 day, 5:35:02, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4867, loss_cls: 3.5825, loss: 3.5825, grad_norm: 1.2039 2020-07-28 18:48:30,097 - mmaction - INFO - Epoch [65][460/940] lr: 2.877e-01, eta: 1 day, 5:34:43, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2373, top5_acc: 0.4816, loss_cls: 3.5881, loss: 3.5881, grad_norm: 1.2284 2020-07-28 18:48:50,244 - mmaction - INFO - Epoch [65][480/940] lr: 2.877e-01, eta: 1 day, 5:34:24, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4762, loss_cls: 3.6112, loss: 3.6112, grad_norm: 1.2066 2020-07-28 18:49:09,775 - mmaction - INFO - Epoch [65][500/940] lr: 2.877e-01, eta: 1 day, 5:34:04, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4732, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.1957 2020-07-28 18:49:29,913 - mmaction - INFO - Epoch [65][520/940] lr: 2.877e-01, eta: 1 day, 5:33:45, time: 1.006, data_time: 0.004, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4729, loss_cls: 3.6258, loss: 3.6258, grad_norm: 1.1761 2020-07-28 18:49:49,628 - mmaction - INFO - Epoch [65][540/940] lr: 2.877e-01, eta: 1 day, 5:33:26, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4713, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.2188 2020-07-28 18:50:09,943 - mmaction - INFO - Epoch [65][560/940] lr: 2.877e-01, eta: 1 day, 5:33:08, time: 1.016, data_time: 0.006, memory: 5015, top1_acc: 0.2271, top5_acc: 0.4727, loss_cls: 3.6311, loss: 3.6311, grad_norm: 1.1876 2020-07-28 18:50:29,027 - mmaction - INFO - Epoch [65][580/940] lr: 2.877e-01, eta: 1 day, 5:32:47, time: 0.954, data_time: 0.002, memory: 5015, top1_acc: 0.2410, top5_acc: 0.4791, loss_cls: 3.6009, loss: 3.6009, grad_norm: 1.1781 2020-07-28 18:50:48,482 - mmaction - INFO - Epoch [65][600/940] lr: 2.877e-01, eta: 1 day, 5:32:27, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4783, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.1781 2020-07-28 18:51:07,998 - mmaction - INFO - Epoch [65][620/940] lr: 2.877e-01, eta: 1 day, 5:32:07, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4842, loss_cls: 3.5907, loss: 3.5907, grad_norm: 1.1997 2020-07-28 18:51:27,927 - mmaction - INFO - Epoch [65][640/940] lr: 2.877e-01, eta: 1 day, 5:31:48, time: 0.997, data_time: 0.002, memory: 5015, top1_acc: 0.2357, top5_acc: 0.4797, loss_cls: 3.5970, loss: 3.5970, grad_norm: 1.1864 2020-07-28 18:51:48,062 - mmaction - INFO - Epoch [65][660/940] lr: 2.877e-01, eta: 1 day, 5:31:30, time: 1.005, data_time: 0.004, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4633, loss_cls: 3.6483, loss: 3.6483, grad_norm: 1.2068 2020-07-28 18:52:07,618 - mmaction - INFO - Epoch [65][680/940] lr: 2.877e-01, eta: 1 day, 5:31:10, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4785, loss_cls: 3.6105, loss: 3.6105, grad_norm: 1.1796 2020-07-28 18:52:27,122 - mmaction - INFO - Epoch [65][700/940] lr: 2.877e-01, eta: 1 day, 5:30:50, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4693, loss_cls: 3.6290, loss: 3.6290, grad_norm: 1.2189 2020-07-28 18:52:46,292 - mmaction - INFO - Epoch [65][720/940] lr: 2.877e-01, eta: 1 day, 5:30:30, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4674, loss_cls: 3.6268, loss: 3.6268, grad_norm: 1.1900 2020-07-28 18:53:06,526 - mmaction - INFO - Epoch [65][740/940] lr: 2.877e-01, eta: 1 day, 5:30:11, time: 1.011, data_time: 0.003, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4857, loss_cls: 3.5872, loss: 3.5872, grad_norm: 1.1775 2020-07-28 18:53:25,940 - mmaction - INFO - Epoch [65][760/940] lr: 2.877e-01, eta: 1 day, 5:29:51, time: 0.969, data_time: 0.006, memory: 5015, top1_acc: 0.2393, top5_acc: 0.4758, loss_cls: 3.5829, loss: 3.5829, grad_norm: 1.1884 2020-07-28 18:53:45,780 - mmaction - INFO - Epoch [65][780/940] lr: 2.877e-01, eta: 1 day, 5:29:32, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2318, top5_acc: 0.4680, loss_cls: 3.6503, loss: 3.6503, grad_norm: 1.1987 2020-07-28 18:54:06,305 - mmaction - INFO - Epoch [65][800/940] lr: 2.877e-01, eta: 1 day, 5:29:14, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.2387, top5_acc: 0.4723, loss_cls: 3.6353, loss: 3.6353, grad_norm: 1.1952 2020-07-28 18:54:26,193 - mmaction - INFO - Epoch [65][820/940] lr: 2.877e-01, eta: 1 day, 5:28:55, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2350, top5_acc: 0.4656, loss_cls: 3.6296, loss: 3.6296, grad_norm: 1.1749 2020-07-28 18:54:45,219 - mmaction - INFO - Epoch [65][840/940] lr: 2.877e-01, eta: 1 day, 5:28:34, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4711, loss_cls: 3.6371, loss: 3.6371, grad_norm: 1.1627 2020-07-28 18:55:04,509 - mmaction - INFO - Epoch [65][860/940] lr: 2.877e-01, eta: 1 day, 5:28:14, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2578, top5_acc: 0.4889, loss_cls: 3.5365, loss: 3.5365, grad_norm: 1.1942 2020-07-28 18:55:24,527 - mmaction - INFO - Epoch [65][880/940] lr: 2.877e-01, eta: 1 day, 5:27:55, time: 1.001, data_time: 0.002, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4926, loss_cls: 3.5195, loss: 3.5195, grad_norm: 1.1908 2020-07-28 18:55:43,780 - mmaction - INFO - Epoch [65][900/940] lr: 2.877e-01, eta: 1 day, 5:27:35, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2229, top5_acc: 0.4785, loss_cls: 3.6329, loss: 3.6329, grad_norm: 1.2014 2020-07-28 18:56:04,198 - mmaction - INFO - Epoch [65][920/940] lr: 2.877e-01, eta: 1 day, 5:27:17, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2383, top5_acc: 0.4750, loss_cls: 3.5961, loss: 3.5961, grad_norm: 1.1934 2020-07-28 18:56:22,436 - mmaction - INFO - Epoch [65][940/940] lr: 2.877e-01, eta: 1 day, 5:26:55, time: 0.910, data_time: 0.005, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4716, loss_cls: 3.6414, loss: 3.6414, grad_norm: 1.1890 2020-07-28 18:56:22,745 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-28 18:56:49,301 - mmaction - INFO - Epoch [66][20/940] lr: 2.845e-01, eta: 1 day, 5:26:41, time: 1.159, data_time: 0.261, memory: 5015, top1_acc: 0.2561, top5_acc: 0.4998, loss_cls: 3.4998, loss: 3.4998, grad_norm: 1.1859 2020-07-28 18:57:08,107 - mmaction - INFO - Epoch [66][40/940] lr: 2.845e-01, eta: 1 day, 5:26:20, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4900, loss_cls: 3.5497, loss: 3.5497, grad_norm: 1.2043 2020-07-28 18:57:27,669 - mmaction - INFO - Epoch [66][60/940] lr: 2.845e-01, eta: 1 day, 5:26:01, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.2455, top5_acc: 0.4809, loss_cls: 3.5485, loss: 3.5485, grad_norm: 1.2051 2020-07-28 18:57:46,618 - mmaction - INFO - Epoch [66][80/940] lr: 2.845e-01, eta: 1 day, 5:25:40, time: 0.946, data_time: 0.004, memory: 5015, top1_acc: 0.2414, top5_acc: 0.4857, loss_cls: 3.5933, loss: 3.5933, grad_norm: 1.1786 2020-07-28 18:58:06,229 - mmaction - INFO - Epoch [66][100/940] lr: 2.845e-01, eta: 1 day, 5:25:20, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4811, loss_cls: 3.5541, loss: 3.5541, grad_norm: 1.1993 2020-07-28 18:58:25,578 - mmaction - INFO - Epoch [66][120/940] lr: 2.845e-01, eta: 1 day, 5:25:00, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2414, top5_acc: 0.4816, loss_cls: 3.5804, loss: 3.5804, grad_norm: 1.2029 2020-07-28 18:58:44,344 - mmaction - INFO - Epoch [66][140/940] lr: 2.845e-01, eta: 1 day, 5:24:39, time: 0.940, data_time: 0.006, memory: 5015, top1_acc: 0.2400, top5_acc: 0.4891, loss_cls: 3.5583, loss: 3.5583, grad_norm: 1.2314 2020-07-28 18:59:03,467 - mmaction - INFO - Epoch [66][160/940] lr: 2.845e-01, eta: 1 day, 5:24:18, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4846, loss_cls: 3.5388, loss: 3.5388, grad_norm: 1.1988 2020-07-28 18:59:22,951 - mmaction - INFO - Epoch [66][180/940] lr: 2.845e-01, eta: 1 day, 5:23:59, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2332, top5_acc: 0.4836, loss_cls: 3.5962, loss: 3.5962, grad_norm: 1.2040 2020-07-28 18:59:42,328 - mmaction - INFO - Epoch [66][200/940] lr: 2.845e-01, eta: 1 day, 5:23:39, time: 0.967, data_time: 0.006, memory: 5015, top1_acc: 0.2488, top5_acc: 0.4838, loss_cls: 3.5728, loss: 3.5728, grad_norm: 1.2152 2020-07-28 19:00:01,329 - mmaction - INFO - Epoch [66][220/940] lr: 2.845e-01, eta: 1 day, 5:23:18, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2486, top5_acc: 0.4896, loss_cls: 3.5319, loss: 3.5319, grad_norm: 1.2073 2020-07-28 19:00:24,406 - mmaction - INFO - Epoch [66][240/940] lr: 2.845e-01, eta: 1 day, 5:23:04, time: 1.143, data_time: 0.004, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4803, loss_cls: 3.6024, loss: 3.6024, grad_norm: 1.2054 2020-07-28 19:00:44,820 - mmaction - INFO - Epoch [66][260/940] lr: 2.845e-01, eta: 1 day, 5:22:46, time: 1.031, data_time: 0.021, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4768, loss_cls: 3.5780, loss: 3.5780, grad_norm: 1.1928 2020-07-28 19:01:03,493 - mmaction - INFO - Epoch [66][280/940] lr: 2.845e-01, eta: 1 day, 5:22:25, time: 0.932, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4779, loss_cls: 3.5959, loss: 3.5959, grad_norm: 1.1819 2020-07-28 19:01:22,844 - mmaction - INFO - Epoch [66][300/940] lr: 2.845e-01, eta: 1 day, 5:22:05, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4893, loss_cls: 3.5881, loss: 3.5881, grad_norm: 1.1740 2020-07-28 19:01:42,370 - mmaction - INFO - Epoch [66][320/940] lr: 2.845e-01, eta: 1 day, 5:21:45, time: 0.976, data_time: 0.002, memory: 5015, top1_acc: 0.2369, top5_acc: 0.4752, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.1833 2020-07-28 19:02:01,980 - mmaction - INFO - Epoch [66][340/940] lr: 2.845e-01, eta: 1 day, 5:21:25, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2455, top5_acc: 0.4818, loss_cls: 3.5607, loss: 3.5607, grad_norm: 1.2124 2020-07-28 19:02:20,845 - mmaction - INFO - Epoch [66][360/940] lr: 2.845e-01, eta: 1 day, 5:21:04, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4881, loss_cls: 3.5490, loss: 3.5490, grad_norm: 1.1982 2020-07-28 19:02:40,078 - mmaction - INFO - Epoch [66][380/940] lr: 2.845e-01, eta: 1 day, 5:20:44, time: 0.960, data_time: 0.006, memory: 5015, top1_acc: 0.2332, top5_acc: 0.4682, loss_cls: 3.6334, loss: 3.6334, grad_norm: 1.1996 2020-07-28 19:02:59,217 - mmaction - INFO - Epoch [66][400/940] lr: 2.845e-01, eta: 1 day, 5:20:24, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4914, loss_cls: 3.5638, loss: 3.5638, grad_norm: 1.2154 2020-07-28 19:03:19,173 - mmaction - INFO - Epoch [66][420/940] lr: 2.845e-01, eta: 1 day, 5:20:05, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4721, loss_cls: 3.6223, loss: 3.6223, grad_norm: 1.1681 2020-07-28 19:03:38,220 - mmaction - INFO - Epoch [66][440/940] lr: 2.845e-01, eta: 1 day, 5:19:44, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4787, loss_cls: 3.5975, loss: 3.5975, grad_norm: 1.2281 2020-07-28 19:03:57,590 - mmaction - INFO - Epoch [66][460/940] lr: 2.845e-01, eta: 1 day, 5:19:24, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4803, loss_cls: 3.5865, loss: 3.5865, grad_norm: 1.2046 2020-07-28 19:04:17,143 - mmaction - INFO - Epoch [66][480/940] lr: 2.845e-01, eta: 1 day, 5:19:04, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2553, top5_acc: 0.4885, loss_cls: 3.5399, loss: 3.5399, grad_norm: 1.2005 2020-07-28 19:04:36,206 - mmaction - INFO - Epoch [66][500/940] lr: 2.845e-01, eta: 1 day, 5:18:44, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2482, top5_acc: 0.4771, loss_cls: 3.5952, loss: 3.5952, grad_norm: 1.2169 2020-07-28 19:04:56,527 - mmaction - INFO - Epoch [66][520/940] lr: 2.845e-01, eta: 1 day, 5:18:25, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4857, loss_cls: 3.5583, loss: 3.5583, grad_norm: 1.1911 2020-07-28 19:05:15,129 - mmaction - INFO - Epoch [66][540/940] lr: 2.845e-01, eta: 1 day, 5:18:04, time: 0.932, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4822, loss_cls: 3.5804, loss: 3.5804, grad_norm: 1.1791 2020-07-28 19:05:34,818 - mmaction - INFO - Epoch [66][560/940] lr: 2.845e-01, eta: 1 day, 5:17:45, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2361, top5_acc: 0.4787, loss_cls: 3.5833, loss: 3.5833, grad_norm: 1.1621 2020-07-28 19:05:53,717 - mmaction - INFO - Epoch [66][580/940] lr: 2.845e-01, eta: 1 day, 5:17:24, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2445, top5_acc: 0.4891, loss_cls: 3.5636, loss: 3.5636, grad_norm: 1.2147 2020-07-28 19:06:13,272 - mmaction - INFO - Epoch [66][600/940] lr: 2.845e-01, eta: 1 day, 5:17:04, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.2406, top5_acc: 0.4818, loss_cls: 3.6028, loss: 3.6028, grad_norm: 1.1843 2020-07-28 19:06:33,685 - mmaction - INFO - Epoch [66][620/940] lr: 2.845e-01, eta: 1 day, 5:16:46, time: 1.021, data_time: 0.005, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4750, loss_cls: 3.6120, loss: 3.6120, grad_norm: 1.1994 2020-07-28 19:06:54,884 - mmaction - INFO - Epoch [66][640/940] lr: 2.845e-01, eta: 1 day, 5:16:29, time: 1.060, data_time: 0.002, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4813, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.2191 2020-07-28 19:07:15,684 - mmaction - INFO - Epoch [66][660/940] lr: 2.845e-01, eta: 1 day, 5:16:11, time: 1.039, data_time: 0.005, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4756, loss_cls: 3.5944, loss: 3.5944, grad_norm: 1.1891 2020-07-28 19:07:35,113 - mmaction - INFO - Epoch [66][680/940] lr: 2.845e-01, eta: 1 day, 5:15:51, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4736, loss_cls: 3.6299, loss: 3.6299, grad_norm: 1.2041 2020-07-28 19:07:54,567 - mmaction - INFO - Epoch [66][700/940] lr: 2.845e-01, eta: 1 day, 5:15:31, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2436, top5_acc: 0.4766, loss_cls: 3.6025, loss: 3.6025, grad_norm: 1.1999 2020-07-28 19:08:13,656 - mmaction - INFO - Epoch [66][720/940] lr: 2.845e-01, eta: 1 day, 5:15:11, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2320, top5_acc: 0.4586, loss_cls: 3.6586, loss: 3.6586, grad_norm: 1.2157 2020-07-28 19:08:33,068 - mmaction - INFO - Epoch [66][740/940] lr: 2.845e-01, eta: 1 day, 5:14:51, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2457, top5_acc: 0.4889, loss_cls: 3.5693, loss: 3.5693, grad_norm: 1.1975 2020-07-28 19:08:52,426 - mmaction - INFO - Epoch [66][760/940] lr: 2.845e-01, eta: 1 day, 5:14:31, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4850, loss_cls: 3.5672, loss: 3.5672, grad_norm: 1.1898 2020-07-28 19:09:11,276 - mmaction - INFO - Epoch [66][780/940] lr: 2.845e-01, eta: 1 day, 5:14:10, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4801, loss_cls: 3.6112, loss: 3.6112, grad_norm: 1.2018 2020-07-28 19:09:30,481 - mmaction - INFO - Epoch [66][800/940] lr: 2.845e-01, eta: 1 day, 5:13:50, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2363, top5_acc: 0.4729, loss_cls: 3.6389, loss: 3.6389, grad_norm: 1.2277 2020-07-28 19:09:50,217 - mmaction - INFO - Epoch [66][820/940] lr: 2.845e-01, eta: 1 day, 5:13:30, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2504, top5_acc: 0.4807, loss_cls: 3.5465, loss: 3.5465, grad_norm: 1.2233 2020-07-28 19:10:10,392 - mmaction - INFO - Epoch [66][840/940] lr: 2.845e-01, eta: 1 day, 5:13:12, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4840, loss_cls: 3.5641, loss: 3.5641, grad_norm: 1.1873 2020-07-28 19:10:29,159 - mmaction - INFO - Epoch [66][860/940] lr: 2.845e-01, eta: 1 day, 5:12:51, time: 0.938, data_time: 0.002, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4787, loss_cls: 3.5756, loss: 3.5756, grad_norm: 1.1999 2020-07-28 19:10:49,101 - mmaction - INFO - Epoch [66][880/940] lr: 2.845e-01, eta: 1 day, 5:12:31, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4770, loss_cls: 3.5834, loss: 3.5834, grad_norm: 1.2376 2020-07-28 19:11:08,371 - mmaction - INFO - Epoch [66][900/940] lr: 2.845e-01, eta: 1 day, 5:12:11, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4832, loss_cls: 3.5948, loss: 3.5948, grad_norm: 1.2131 2020-07-28 19:11:27,526 - mmaction - INFO - Epoch [66][920/940] lr: 2.845e-01, eta: 1 day, 5:11:51, time: 0.955, data_time: 0.004, memory: 5015, top1_acc: 0.2371, top5_acc: 0.4836, loss_cls: 3.5951, loss: 3.5951, grad_norm: 1.2059 2020-07-28 19:11:45,572 - mmaction - INFO - Epoch [66][940/940] lr: 2.845e-01, eta: 1 day, 5:11:29, time: 0.905, data_time: 0.006, memory: 5015, top1_acc: 0.2399, top5_acc: 0.4702, loss_cls: 3.5994, loss: 3.5994, grad_norm: 1.2212 2020-07-28 19:11:45,972 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-07-28 19:12:16,360 - mmaction - INFO - Epoch [67][20/940] lr: 2.813e-01, eta: 1 day, 5:11:22, time: 1.372, data_time: 0.440, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4756, loss_cls: 3.6200, loss: 3.6200, grad_norm: 1.1946 2020-07-28 19:12:35,034 - mmaction - INFO - Epoch [67][40/940] lr: 2.813e-01, eta: 1 day, 5:11:01, time: 0.934, data_time: 0.002, memory: 5015, top1_acc: 0.2494, top5_acc: 0.4865, loss_cls: 3.5872, loss: 3.5872, grad_norm: 1.1783 2020-07-28 19:12:54,622 - mmaction - INFO - Epoch [67][60/940] lr: 2.813e-01, eta: 1 day, 5:10:42, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2547, top5_acc: 0.4930, loss_cls: 3.5276, loss: 3.5276, grad_norm: 1.1900 2020-07-28 19:13:13,441 - mmaction - INFO - Epoch [67][80/940] lr: 2.813e-01, eta: 1 day, 5:10:21, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4857, loss_cls: 3.5524, loss: 3.5524, grad_norm: 1.2159 2020-07-28 19:13:32,502 - mmaction - INFO - Epoch [67][100/940] lr: 2.813e-01, eta: 1 day, 5:10:00, time: 0.953, data_time: 0.002, memory: 5015, top1_acc: 0.2352, top5_acc: 0.4787, loss_cls: 3.6106, loss: 3.6106, grad_norm: 1.2341 2020-07-28 19:13:51,765 - mmaction - INFO - Epoch [67][120/940] lr: 2.813e-01, eta: 1 day, 5:09:40, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4770, loss_cls: 3.5858, loss: 3.5858, grad_norm: 1.2005 2020-07-28 19:14:10,950 - mmaction - INFO - Epoch [67][140/940] lr: 2.813e-01, eta: 1 day, 5:09:19, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4832, loss_cls: 3.5748, loss: 3.5748, grad_norm: 1.2039 2020-07-28 19:14:30,309 - mmaction - INFO - Epoch [67][160/940] lr: 2.813e-01, eta: 1 day, 5:08:59, time: 0.966, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4873, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.2047 2020-07-28 19:14:49,216 - mmaction - INFO - Epoch [67][180/940] lr: 2.813e-01, eta: 1 day, 5:08:39, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2465, top5_acc: 0.4910, loss_cls: 3.5481, loss: 3.5481, grad_norm: 1.2138 2020-07-28 19:15:08,126 - mmaction - INFO - Epoch [67][200/940] lr: 2.813e-01, eta: 1 day, 5:08:18, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4734, loss_cls: 3.6058, loss: 3.6058, grad_norm: 1.2005 2020-07-28 19:15:27,810 - mmaction - INFO - Epoch [67][220/940] lr: 2.813e-01, eta: 1 day, 5:07:58, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.2416, top5_acc: 0.4893, loss_cls: 3.5782, loss: 3.5782, grad_norm: 1.2065 2020-07-28 19:15:46,582 - mmaction - INFO - Epoch [67][240/940] lr: 2.813e-01, eta: 1 day, 5:07:37, time: 0.937, data_time: 0.005, memory: 5015, top1_acc: 0.2416, top5_acc: 0.4768, loss_cls: 3.6109, loss: 3.6109, grad_norm: 1.2290 2020-07-28 19:16:06,328 - mmaction - INFO - Epoch [67][260/940] lr: 2.813e-01, eta: 1 day, 5:07:18, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2365, top5_acc: 0.4803, loss_cls: 3.5991, loss: 3.5991, grad_norm: 1.1795 2020-07-28 19:16:26,549 - mmaction - INFO - Epoch [67][280/940] lr: 2.813e-01, eta: 1 day, 5:06:59, time: 1.010, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4924, loss_cls: 3.5513, loss: 3.5513, grad_norm: 1.2054 2020-07-28 19:16:45,174 - mmaction - INFO - Epoch [67][300/940] lr: 2.813e-01, eta: 1 day, 5:06:38, time: 0.933, data_time: 0.005, memory: 5015, top1_acc: 0.2463, top5_acc: 0.4826, loss_cls: 3.5687, loss: 3.5687, grad_norm: 1.1934 2020-07-28 19:17:05,491 - mmaction - INFO - Epoch [67][320/940] lr: 2.813e-01, eta: 1 day, 5:06:19, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4908, loss_cls: 3.5593, loss: 3.5593, grad_norm: 1.2149 2020-07-28 19:17:24,719 - mmaction - INFO - Epoch [67][340/940] lr: 2.813e-01, eta: 1 day, 5:05:59, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4854, loss_cls: 3.5705, loss: 3.5705, grad_norm: 1.1613 2020-07-28 19:17:43,259 - mmaction - INFO - Epoch [67][360/940] lr: 2.813e-01, eta: 1 day, 5:05:38, time: 0.927, data_time: 0.008, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4873, loss_cls: 3.5680, loss: 3.5680, grad_norm: 1.2147 2020-07-28 19:18:02,629 - mmaction - INFO - Epoch [67][380/940] lr: 2.813e-01, eta: 1 day, 5:05:18, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4906, loss_cls: 3.5431, loss: 3.5431, grad_norm: 1.2041 2020-07-28 19:18:21,614 - mmaction - INFO - Epoch [67][400/940] lr: 2.813e-01, eta: 1 day, 5:04:57, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4719, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.1752 2020-07-28 19:18:41,941 - mmaction - INFO - Epoch [67][420/940] lr: 2.813e-01, eta: 1 day, 5:04:39, time: 1.018, data_time: 0.005, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4846, loss_cls: 3.5742, loss: 3.5742, grad_norm: 1.2091 2020-07-28 19:19:01,949 - mmaction - INFO - Epoch [67][440/940] lr: 2.813e-01, eta: 1 day, 5:04:20, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2377, top5_acc: 0.4811, loss_cls: 3.6080, loss: 3.6080, grad_norm: 1.1901 2020-07-28 19:19:20,723 - mmaction - INFO - Epoch [67][460/940] lr: 2.813e-01, eta: 1 day, 5:03:59, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4777, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.1685 2020-07-28 19:19:40,457 - mmaction - INFO - Epoch [67][480/940] lr: 2.813e-01, eta: 1 day, 5:03:39, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2496, top5_acc: 0.4846, loss_cls: 3.5955, loss: 3.5955, grad_norm: 1.1957 2020-07-28 19:19:59,918 - mmaction - INFO - Epoch [67][500/940] lr: 2.813e-01, eta: 1 day, 5:03:19, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4791, loss_cls: 3.6160, loss: 3.6160, grad_norm: 1.2048 2020-07-28 19:20:19,003 - mmaction - INFO - Epoch [67][520/940] lr: 2.813e-01, eta: 1 day, 5:02:59, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4828, loss_cls: 3.5346, loss: 3.5346, grad_norm: 1.2253 2020-07-28 19:20:39,602 - mmaction - INFO - Epoch [67][540/940] lr: 2.813e-01, eta: 1 day, 5:02:41, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.2520, top5_acc: 0.4922, loss_cls: 3.5611, loss: 3.5611, grad_norm: 1.1956 2020-07-28 19:21:00,084 - mmaction - INFO - Epoch [67][560/940] lr: 2.813e-01, eta: 1 day, 5:02:23, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.2463, top5_acc: 0.4813, loss_cls: 3.5938, loss: 3.5938, grad_norm: 1.1928 2020-07-28 19:21:19,211 - mmaction - INFO - Epoch [67][580/940] lr: 2.813e-01, eta: 1 day, 5:02:02, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4764, loss_cls: 3.5665, loss: 3.5665, grad_norm: 1.2008 2020-07-28 19:21:38,899 - mmaction - INFO - Epoch [67][600/940] lr: 2.813e-01, eta: 1 day, 5:01:43, time: 0.983, data_time: 0.006, memory: 5015, top1_acc: 0.2328, top5_acc: 0.4619, loss_cls: 3.6336, loss: 3.6336, grad_norm: 1.1935 2020-07-28 19:22:00,205 - mmaction - INFO - Epoch [67][620/940] lr: 2.813e-01, eta: 1 day, 5:01:26, time: 1.067, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4865, loss_cls: 3.5517, loss: 3.5517, grad_norm: 1.2016 2020-07-28 19:22:19,502 - mmaction - INFO - Epoch [67][640/940] lr: 2.813e-01, eta: 1 day, 5:01:06, time: 0.965, data_time: 0.002, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4855, loss_cls: 3.6133, loss: 3.6133, grad_norm: 1.1913 2020-07-28 19:22:38,517 - mmaction - INFO - Epoch [67][660/940] lr: 2.813e-01, eta: 1 day, 5:00:45, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4805, loss_cls: 3.5945, loss: 3.5945, grad_norm: 1.1945 2020-07-28 19:22:56,956 - mmaction - INFO - Epoch [67][680/940] lr: 2.813e-01, eta: 1 day, 5:00:24, time: 0.923, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4775, loss_cls: 3.5961, loss: 3.5961, grad_norm: 1.2084 2020-07-28 19:23:16,457 - mmaction - INFO - Epoch [67][700/940] lr: 2.813e-01, eta: 1 day, 5:00:04, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4840, loss_cls: 3.6004, loss: 3.6004, grad_norm: 1.2326 2020-07-28 19:23:35,795 - mmaction - INFO - Epoch [67][720/940] lr: 2.813e-01, eta: 1 day, 4:59:44, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2414, top5_acc: 0.4809, loss_cls: 3.5541, loss: 3.5541, grad_norm: 1.1980 2020-07-28 19:23:55,008 - mmaction - INFO - Epoch [67][740/940] lr: 2.813e-01, eta: 1 day, 4:59:24, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4945, loss_cls: 3.5409, loss: 3.5409, grad_norm: 1.2375 2020-07-28 19:24:15,394 - mmaction - INFO - Epoch [67][760/940] lr: 2.813e-01, eta: 1 day, 4:59:05, time: 1.017, data_time: 0.006, memory: 5015, top1_acc: 0.2436, top5_acc: 0.4820, loss_cls: 3.5972, loss: 3.5972, grad_norm: 1.2159 2020-07-28 19:24:33,731 - mmaction - INFO - Epoch [67][780/940] lr: 2.813e-01, eta: 1 day, 4:58:43, time: 0.919, data_time: 0.006, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4783, loss_cls: 3.6134, loss: 3.6134, grad_norm: 1.2050 2020-07-28 19:24:52,892 - mmaction - INFO - Epoch [67][800/940] lr: 2.813e-01, eta: 1 day, 4:58:23, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2340, top5_acc: 0.4658, loss_cls: 3.6450, loss: 3.6450, grad_norm: 1.2057 2020-07-28 19:25:12,774 - mmaction - INFO - Epoch [67][820/940] lr: 2.813e-01, eta: 1 day, 4:58:04, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2354, top5_acc: 0.4783, loss_cls: 3.5811, loss: 3.5811, grad_norm: 1.2270 2020-07-28 19:25:33,146 - mmaction - INFO - Epoch [67][840/940] lr: 2.813e-01, eta: 1 day, 4:57:46, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.2516, top5_acc: 0.4871, loss_cls: 3.5775, loss: 3.5775, grad_norm: 1.2149 2020-07-28 19:25:51,432 - mmaction - INFO - Epoch [67][860/940] lr: 2.813e-01, eta: 1 day, 4:57:24, time: 0.916, data_time: 0.005, memory: 5015, top1_acc: 0.2547, top5_acc: 0.4887, loss_cls: 3.5499, loss: 3.5499, grad_norm: 1.2032 2020-07-28 19:26:10,359 - mmaction - INFO - Epoch [67][880/940] lr: 2.813e-01, eta: 1 day, 4:57:03, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2529, top5_acc: 0.4918, loss_cls: 3.5333, loss: 3.5333, grad_norm: 1.2061 2020-07-28 19:26:29,946 - mmaction - INFO - Epoch [67][900/940] lr: 2.813e-01, eta: 1 day, 4:56:43, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2410, top5_acc: 0.4734, loss_cls: 3.6302, loss: 3.6302, grad_norm: 1.2238 2020-07-28 19:26:48,272 - mmaction - INFO - Epoch [67][920/940] lr: 2.813e-01, eta: 1 day, 4:56:21, time: 0.915, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4838, loss_cls: 3.5417, loss: 3.5417, grad_norm: 1.1977 2020-07-28 19:27:07,613 - mmaction - INFO - Epoch [67][940/940] lr: 2.813e-01, eta: 1 day, 4:56:01, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2415, top5_acc: 0.4838, loss_cls: 3.5685, loss: 3.5685, grad_norm: 1.2187 2020-07-28 19:27:07,848 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-07-28 19:27:35,110 - mmaction - INFO - Epoch [68][20/940] lr: 2.781e-01, eta: 1 day, 4:55:50, time: 1.231, data_time: 0.281, memory: 5015, top1_acc: 0.2416, top5_acc: 0.4760, loss_cls: 3.5738, loss: 3.5738, grad_norm: 1.2153 2020-07-28 19:27:55,105 - mmaction - INFO - Epoch [68][40/940] lr: 2.781e-01, eta: 1 day, 4:55:31, time: 0.998, data_time: 0.004, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4699, loss_cls: 3.6340, loss: 3.6340, grad_norm: 1.1957 2020-07-28 19:28:14,417 - mmaction - INFO - Epoch [68][60/940] lr: 2.781e-01, eta: 1 day, 4:55:11, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2529, top5_acc: 0.4881, loss_cls: 3.5457, loss: 3.5457, grad_norm: 1.2232 2020-07-28 19:28:34,210 - mmaction - INFO - Epoch [68][80/940] lr: 2.781e-01, eta: 1 day, 4:54:52, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4824, loss_cls: 3.5588, loss: 3.5588, grad_norm: 1.2086 2020-07-28 19:28:52,412 - mmaction - INFO - Epoch [68][100/940] lr: 2.781e-01, eta: 1 day, 4:54:30, time: 0.910, data_time: 0.002, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4939, loss_cls: 3.5420, loss: 3.5420, grad_norm: 1.2210 2020-07-28 19:29:11,982 - mmaction - INFO - Epoch [68][120/940] lr: 2.781e-01, eta: 1 day, 4:54:10, time: 0.978, data_time: 0.006, memory: 5015, top1_acc: 0.2342, top5_acc: 0.4793, loss_cls: 3.5877, loss: 3.5877, grad_norm: 1.2273 2020-07-28 19:29:30,850 - mmaction - INFO - Epoch [68][140/940] lr: 2.781e-01, eta: 1 day, 4:53:49, time: 0.943, data_time: 0.002, memory: 5015, top1_acc: 0.2348, top5_acc: 0.4754, loss_cls: 3.6361, loss: 3.6361, grad_norm: 1.1961 2020-07-28 19:29:50,656 - mmaction - INFO - Epoch [68][160/940] lr: 2.781e-01, eta: 1 day, 4:53:30, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2443, top5_acc: 0.4850, loss_cls: 3.5702, loss: 3.5702, grad_norm: 1.2245 2020-07-28 19:30:11,704 - mmaction - INFO - Epoch [68][180/940] lr: 2.781e-01, eta: 1 day, 4:53:13, time: 1.052, data_time: 0.005, memory: 5015, top1_acc: 0.2463, top5_acc: 0.4883, loss_cls: 3.5734, loss: 3.5734, grad_norm: 1.2255 2020-07-28 19:30:30,691 - mmaction - INFO - Epoch [68][200/940] lr: 2.781e-01, eta: 1 day, 4:52:52, time: 0.951, data_time: 0.003, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4857, loss_cls: 3.5815, loss: 3.5815, grad_norm: 1.1892 2020-07-28 19:30:49,673 - mmaction - INFO - Epoch [68][220/940] lr: 2.781e-01, eta: 1 day, 4:52:31, time: 0.947, data_time: 0.004, memory: 5015, top1_acc: 0.2486, top5_acc: 0.4854, loss_cls: 3.5340, loss: 3.5340, grad_norm: 1.2135 2020-07-28 19:31:09,179 - mmaction - INFO - Epoch [68][240/940] lr: 2.781e-01, eta: 1 day, 4:52:12, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2465, top5_acc: 0.4873, loss_cls: 3.5526, loss: 3.5526, grad_norm: 1.2182 2020-07-28 19:31:28,787 - mmaction - INFO - Epoch [68][260/940] lr: 2.781e-01, eta: 1 day, 4:51:52, time: 0.980, data_time: 0.002, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4986, loss_cls: 3.5276, loss: 3.5276, grad_norm: 1.2152 2020-07-28 19:31:48,136 - mmaction - INFO - Epoch [68][280/940] lr: 2.781e-01, eta: 1 day, 4:51:32, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4922, loss_cls: 3.5492, loss: 3.5492, grad_norm: 1.2265 2020-07-28 19:32:07,773 - mmaction - INFO - Epoch [68][300/940] lr: 2.781e-01, eta: 1 day, 4:51:12, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4828, loss_cls: 3.5569, loss: 3.5569, grad_norm: 1.2012 2020-07-28 19:32:26,594 - mmaction - INFO - Epoch [68][320/940] lr: 2.781e-01, eta: 1 day, 4:50:51, time: 0.939, data_time: 0.004, memory: 5015, top1_acc: 0.2482, top5_acc: 0.4934, loss_cls: 3.5422, loss: 3.5422, grad_norm: 1.2338 2020-07-28 19:32:46,671 - mmaction - INFO - Epoch [68][340/940] lr: 2.781e-01, eta: 1 day, 4:50:33, time: 1.006, data_time: 0.006, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4813, loss_cls: 3.5929, loss: 3.5929, grad_norm: 1.2030 2020-07-28 19:33:06,707 - mmaction - INFO - Epoch [68][360/940] lr: 2.781e-01, eta: 1 day, 4:50:14, time: 1.002, data_time: 0.002, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4854, loss_cls: 3.5558, loss: 3.5558, grad_norm: 1.2160 2020-07-28 19:33:25,403 - mmaction - INFO - Epoch [68][380/940] lr: 2.781e-01, eta: 1 day, 4:49:53, time: 0.935, data_time: 0.002, memory: 5015, top1_acc: 0.2455, top5_acc: 0.4877, loss_cls: 3.5505, loss: 3.5505, grad_norm: 1.2374 2020-07-28 19:33:44,321 - mmaction - INFO - Epoch [68][400/940] lr: 2.781e-01, eta: 1 day, 4:49:32, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4785, loss_cls: 3.5846, loss: 3.5846, grad_norm: 1.2020 2020-07-28 19:34:04,773 - mmaction - INFO - Epoch [68][420/940] lr: 2.781e-01, eta: 1 day, 4:49:14, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4818, loss_cls: 3.5857, loss: 3.5857, grad_norm: 1.2104 2020-07-28 19:34:24,041 - mmaction - INFO - Epoch [68][440/940] lr: 2.781e-01, eta: 1 day, 4:48:53, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2402, top5_acc: 0.4816, loss_cls: 3.5643, loss: 3.5643, grad_norm: 1.2039 2020-07-28 19:34:44,062 - mmaction - INFO - Epoch [68][460/940] lr: 2.781e-01, eta: 1 day, 4:48:34, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2488, top5_acc: 0.4928, loss_cls: 3.5563, loss: 3.5563, grad_norm: 1.2277 2020-07-28 19:35:04,799 - mmaction - INFO - Epoch [68][480/940] lr: 2.781e-01, eta: 1 day, 4:48:17, time: 1.037, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4895, loss_cls: 3.5432, loss: 3.5432, grad_norm: 1.2236 2020-07-28 19:35:24,204 - mmaction - INFO - Epoch [68][500/940] lr: 2.781e-01, eta: 1 day, 4:47:57, time: 0.970, data_time: 0.002, memory: 5015, top1_acc: 0.2377, top5_acc: 0.4709, loss_cls: 3.6305, loss: 3.6305, grad_norm: 1.2023 2020-07-28 19:35:44,536 - mmaction - INFO - Epoch [68][520/940] lr: 2.781e-01, eta: 1 day, 4:47:38, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4861, loss_cls: 3.5815, loss: 3.5815, grad_norm: 1.1905 2020-07-28 19:36:03,325 - mmaction - INFO - Epoch [68][540/940] lr: 2.781e-01, eta: 1 day, 4:47:17, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4879, loss_cls: 3.5853, loss: 3.5853, grad_norm: 1.2187 2020-07-28 19:36:22,287 - mmaction - INFO - Epoch [68][560/940] lr: 2.781e-01, eta: 1 day, 4:46:57, time: 0.946, data_time: 0.006, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4951, loss_cls: 3.5514, loss: 3.5514, grad_norm: 1.2117 2020-07-28 19:36:41,100 - mmaction - INFO - Epoch [68][580/940] lr: 2.781e-01, eta: 1 day, 4:46:36, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2389, top5_acc: 0.4713, loss_cls: 3.6066, loss: 3.6066, grad_norm: 1.2002 2020-07-28 19:37:00,340 - mmaction - INFO - Epoch [68][600/940] lr: 2.781e-01, eta: 1 day, 4:46:15, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4754, loss_cls: 3.6375, loss: 3.6375, grad_norm: 1.2060 2020-07-28 19:37:20,012 - mmaction - INFO - Epoch [68][620/940] lr: 2.781e-01, eta: 1 day, 4:45:56, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2465, top5_acc: 0.4908, loss_cls: 3.5659, loss: 3.5659, grad_norm: 1.2062 2020-07-28 19:37:39,272 - mmaction - INFO - Epoch [68][640/940] lr: 2.781e-01, eta: 1 day, 4:45:36, time: 0.963, data_time: 0.002, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4842, loss_cls: 3.5843, loss: 3.5843, grad_norm: 1.2145 2020-07-28 19:37:58,729 - mmaction - INFO - Epoch [68][660/940] lr: 2.781e-01, eta: 1 day, 4:45:16, time: 0.971, data_time: 0.004, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4834, loss_cls: 3.5862, loss: 3.5862, grad_norm: 1.2224 2020-07-28 19:38:18,526 - mmaction - INFO - Epoch [68][680/940] lr: 2.781e-01, eta: 1 day, 4:44:57, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2465, top5_acc: 0.4873, loss_cls: 3.5478, loss: 3.5478, grad_norm: 1.1922 2020-07-28 19:38:38,351 - mmaction - INFO - Epoch [68][700/940] lr: 2.781e-01, eta: 1 day, 4:44:37, time: 0.989, data_time: 0.004, memory: 5015, top1_acc: 0.2586, top5_acc: 0.4922, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.2245 2020-07-28 19:38:57,785 - mmaction - INFO - Epoch [68][720/940] lr: 2.781e-01, eta: 1 day, 4:44:17, time: 0.974, data_time: 0.006, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4771, loss_cls: 3.5878, loss: 3.5878, grad_norm: 1.2217 2020-07-28 19:39:16,671 - mmaction - INFO - Epoch [68][740/940] lr: 2.781e-01, eta: 1 day, 4:43:57, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2344, top5_acc: 0.4760, loss_cls: 3.5957, loss: 3.5957, grad_norm: 1.1955 2020-07-28 19:39:36,471 - mmaction - INFO - Epoch [68][760/940] lr: 2.781e-01, eta: 1 day, 4:43:37, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2502, top5_acc: 0.4926, loss_cls: 3.5396, loss: 3.5396, grad_norm: 1.1746 2020-07-28 19:39:55,188 - mmaction - INFO - Epoch [68][780/940] lr: 2.781e-01, eta: 1 day, 4:43:16, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2383, top5_acc: 0.4904, loss_cls: 3.5741, loss: 3.5741, grad_norm: 1.2145 2020-07-28 19:40:14,633 - mmaction - INFO - Epoch [68][800/940] lr: 2.781e-01, eta: 1 day, 4:42:56, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2457, top5_acc: 0.4900, loss_cls: 3.5345, loss: 3.5345, grad_norm: 1.2221 2020-07-28 19:40:33,784 - mmaction - INFO - Epoch [68][820/940] lr: 2.781e-01, eta: 1 day, 4:42:36, time: 0.958, data_time: 0.007, memory: 5015, top1_acc: 0.2303, top5_acc: 0.4723, loss_cls: 3.6537, loss: 3.6537, grad_norm: 1.2142 2020-07-28 19:40:53,723 - mmaction - INFO - Epoch [68][840/940] lr: 2.781e-01, eta: 1 day, 4:42:17, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4854, loss_cls: 3.5814, loss: 3.5814, grad_norm: 1.2026 2020-07-28 19:41:14,791 - mmaction - INFO - Epoch [68][860/940] lr: 2.781e-01, eta: 1 day, 4:42:00, time: 1.052, data_time: 0.004, memory: 5015, top1_acc: 0.2486, top5_acc: 0.4822, loss_cls: 3.5822, loss: 3.5822, grad_norm: 1.2069 2020-07-28 19:41:34,260 - mmaction - INFO - Epoch [68][880/940] lr: 2.781e-01, eta: 1 day, 4:41:40, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4867, loss_cls: 3.5462, loss: 3.5462, grad_norm: 1.2076 2020-07-28 19:41:53,006 - mmaction - INFO - Epoch [68][900/940] lr: 2.781e-01, eta: 1 day, 4:41:19, time: 0.937, data_time: 0.002, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4979, loss_cls: 3.5639, loss: 3.5639, grad_norm: 1.2269 2020-07-28 19:42:13,176 - mmaction - INFO - Epoch [68][920/940] lr: 2.781e-01, eta: 1 day, 4:41:00, time: 1.007, data_time: 0.002, memory: 5015, top1_acc: 0.2488, top5_acc: 0.4779, loss_cls: 3.5945, loss: 3.5945, grad_norm: 1.2083 2020-07-28 19:42:32,039 - mmaction - INFO - Epoch [68][940/940] lr: 2.781e-01, eta: 1 day, 4:40:39, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2445, top5_acc: 0.4919, loss_cls: 3.5592, loss: 3.5592, grad_norm: 1.1822 2020-07-28 19:42:32,280 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-28 19:42:59,544 - mmaction - INFO - Epoch [69][20/940] lr: 2.749e-01, eta: 1 day, 4:40:29, time: 1.271, data_time: 0.315, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4961, loss_cls: 3.5251, loss: 3.5251, grad_norm: 1.2147 2020-07-28 19:43:18,123 - mmaction - INFO - Epoch [69][40/940] lr: 2.749e-01, eta: 1 day, 4:40:08, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4838, loss_cls: 3.5630, loss: 3.5630, grad_norm: 1.2436 2020-07-28 19:43:37,254 - mmaction - INFO - Epoch [69][60/940] lr: 2.749e-01, eta: 1 day, 4:39:47, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4900, loss_cls: 3.5283, loss: 3.5283, grad_norm: 1.2181 2020-07-28 19:43:56,089 - mmaction - INFO - Epoch [69][80/940] lr: 2.749e-01, eta: 1 day, 4:39:27, time: 0.941, data_time: 0.002, memory: 5015, top1_acc: 0.2449, top5_acc: 0.4846, loss_cls: 3.5410, loss: 3.5410, grad_norm: 1.2293 2020-07-28 19:44:16,123 - mmaction - INFO - Epoch [69][100/940] lr: 2.749e-01, eta: 1 day, 4:39:08, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4965, loss_cls: 3.5275, loss: 3.5275, grad_norm: 1.2276 2020-07-28 19:44:35,654 - mmaction - INFO - Epoch [69][120/940] lr: 2.749e-01, eta: 1 day, 4:38:48, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.5629, loss: 3.5629, grad_norm: 1.2175 2020-07-28 19:44:54,217 - mmaction - INFO - Epoch [69][140/940] lr: 2.749e-01, eta: 1 day, 4:38:27, time: 0.928, data_time: 0.002, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4891, loss_cls: 3.5352, loss: 3.5352, grad_norm: 1.1835 2020-07-28 19:45:13,440 - mmaction - INFO - Epoch [69][160/940] lr: 2.749e-01, eta: 1 day, 4:38:06, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4930, loss_cls: 3.5340, loss: 3.5340, grad_norm: 1.2272 2020-07-28 19:45:32,166 - mmaction - INFO - Epoch [69][180/940] lr: 2.749e-01, eta: 1 day, 4:37:45, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4859, loss_cls: 3.5488, loss: 3.5488, grad_norm: 1.2104 2020-07-28 19:45:51,613 - mmaction - INFO - Epoch [69][200/940] lr: 2.749e-01, eta: 1 day, 4:37:25, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4949, loss_cls: 3.5228, loss: 3.5228, grad_norm: 1.2242 2020-07-28 19:46:11,189 - mmaction - INFO - Epoch [69][220/940] lr: 2.749e-01, eta: 1 day, 4:37:06, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4922, loss_cls: 3.5384, loss: 3.5384, grad_norm: 1.2128 2020-07-28 19:46:31,446 - mmaction - INFO - Epoch [69][240/940] lr: 2.749e-01, eta: 1 day, 4:36:47, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4916, loss_cls: 3.5509, loss: 3.5509, grad_norm: 1.2299 2020-07-28 19:46:51,272 - mmaction - INFO - Epoch [69][260/940] lr: 2.749e-01, eta: 1 day, 4:36:28, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4848, loss_cls: 3.5614, loss: 3.5614, grad_norm: 1.2305 2020-07-28 19:47:09,898 - mmaction - INFO - Epoch [69][280/940] lr: 2.749e-01, eta: 1 day, 4:36:07, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4813, loss_cls: 3.5688, loss: 3.5688, grad_norm: 1.2159 2020-07-28 19:47:29,339 - mmaction - INFO - Epoch [69][300/940] lr: 2.749e-01, eta: 1 day, 4:35:47, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4848, loss_cls: 3.5469, loss: 3.5469, grad_norm: 1.2116 2020-07-28 19:47:47,768 - mmaction - INFO - Epoch [69][320/940] lr: 2.749e-01, eta: 1 day, 4:35:25, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4928, loss_cls: 3.5312, loss: 3.5312, grad_norm: 1.2340 2020-07-28 19:48:06,805 - mmaction - INFO - Epoch [69][340/940] lr: 2.749e-01, eta: 1 day, 4:35:05, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2404, top5_acc: 0.4732, loss_cls: 3.6484, loss: 3.6484, grad_norm: 1.2308 2020-07-28 19:48:26,579 - mmaction - INFO - Epoch [69][360/940] lr: 2.749e-01, eta: 1 day, 4:34:45, time: 0.987, data_time: 0.006, memory: 5015, top1_acc: 0.2398, top5_acc: 0.4848, loss_cls: 3.5747, loss: 3.5747, grad_norm: 1.2233 2020-07-28 19:48:46,578 - mmaction - INFO - Epoch [69][380/940] lr: 2.749e-01, eta: 1 day, 4:34:26, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4926, loss_cls: 3.5401, loss: 3.5401, grad_norm: 1.2056 2020-07-28 19:49:06,829 - mmaction - INFO - Epoch [69][400/940] lr: 2.749e-01, eta: 1 day, 4:34:08, time: 1.011, data_time: 0.004, memory: 5015, top1_acc: 0.2572, top5_acc: 0.4922, loss_cls: 3.5214, loss: 3.5214, grad_norm: 1.2099 2020-07-28 19:49:26,985 - mmaction - INFO - Epoch [69][420/940] lr: 2.749e-01, eta: 1 day, 4:33:49, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4850, loss_cls: 3.5653, loss: 3.5653, grad_norm: 1.2290 2020-07-28 19:49:45,917 - mmaction - INFO - Epoch [69][440/940] lr: 2.749e-01, eta: 1 day, 4:33:28, time: 0.945, data_time: 0.004, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4865, loss_cls: 3.5376, loss: 3.5376, grad_norm: 1.2139 2020-07-28 19:50:05,780 - mmaction - INFO - Epoch [69][460/940] lr: 2.749e-01, eta: 1 day, 4:33:09, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4865, loss_cls: 3.5465, loss: 3.5465, grad_norm: 1.2484 2020-07-28 19:50:25,585 - mmaction - INFO - Epoch [69][480/940] lr: 2.749e-01, eta: 1 day, 4:32:50, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4822, loss_cls: 3.6157, loss: 3.6157, grad_norm: 1.2318 2020-07-28 19:50:45,249 - mmaction - INFO - Epoch [69][500/940] lr: 2.749e-01, eta: 1 day, 4:32:30, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4949, loss_cls: 3.5489, loss: 3.5489, grad_norm: 1.1972 2020-07-28 19:51:05,651 - mmaction - INFO - Epoch [69][520/940] lr: 2.749e-01, eta: 1 day, 4:32:12, time: 1.022, data_time: 0.006, memory: 5015, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5235, loss: 3.5235, grad_norm: 1.2071 2020-07-28 19:51:25,044 - mmaction - INFO - Epoch [69][540/940] lr: 2.749e-01, eta: 1 day, 4:31:52, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4805, loss_cls: 3.5708, loss: 3.5708, grad_norm: 1.2210 2020-07-28 19:51:44,649 - mmaction - INFO - Epoch [69][560/940] lr: 2.749e-01, eta: 1 day, 4:31:32, time: 0.979, data_time: 0.006, memory: 5015, top1_acc: 0.2412, top5_acc: 0.4789, loss_cls: 3.6169, loss: 3.6169, grad_norm: 1.1936 2020-07-28 19:52:04,091 - mmaction - INFO - Epoch [69][580/940] lr: 2.749e-01, eta: 1 day, 4:31:12, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2520, top5_acc: 0.5041, loss_cls: 3.5243, loss: 3.5243, grad_norm: 1.2073 2020-07-28 19:52:23,652 - mmaction - INFO - Epoch [69][600/940] lr: 2.749e-01, eta: 1 day, 4:30:53, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.2445, top5_acc: 0.4838, loss_cls: 3.5696, loss: 3.5696, grad_norm: 1.2289 2020-07-28 19:52:43,527 - mmaction - INFO - Epoch [69][620/940] lr: 2.749e-01, eta: 1 day, 4:30:34, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4818, loss_cls: 3.5676, loss: 3.5676, grad_norm: 1.2300 2020-07-28 19:53:02,301 - mmaction - INFO - Epoch [69][640/940] lr: 2.749e-01, eta: 1 day, 4:30:13, time: 0.939, data_time: 0.002, memory: 5015, top1_acc: 0.2227, top5_acc: 0.4725, loss_cls: 3.6295, loss: 3.6295, grad_norm: 1.2124 2020-07-28 19:53:21,701 - mmaction - INFO - Epoch [69][660/940] lr: 2.749e-01, eta: 1 day, 4:29:53, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4898, loss_cls: 3.5291, loss: 3.5291, grad_norm: 1.2125 2020-07-28 19:53:41,948 - mmaction - INFO - Epoch [69][680/940] lr: 2.749e-01, eta: 1 day, 4:29:34, time: 1.014, data_time: 0.005, memory: 5015, top1_acc: 0.2359, top5_acc: 0.4723, loss_cls: 3.6356, loss: 3.6356, grad_norm: 1.2259 2020-07-28 19:54:00,870 - mmaction - INFO - Epoch [69][700/940] lr: 2.749e-01, eta: 1 day, 4:29:13, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4883, loss_cls: 3.5624, loss: 3.5624, grad_norm: 1.1906 2020-07-28 19:54:20,479 - mmaction - INFO - Epoch [69][720/940] lr: 2.749e-01, eta: 1 day, 4:28:54, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4852, loss_cls: 3.5647, loss: 3.5647, grad_norm: 1.2314 2020-07-28 19:54:39,783 - mmaction - INFO - Epoch [69][740/940] lr: 2.749e-01, eta: 1 day, 4:28:34, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2436, top5_acc: 0.4904, loss_cls: 3.5828, loss: 3.5828, grad_norm: 1.2461 2020-07-28 19:54:58,919 - mmaction - INFO - Epoch [69][760/940] lr: 2.749e-01, eta: 1 day, 4:28:13, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4760, loss_cls: 3.6011, loss: 3.6011, grad_norm: 1.2483 2020-07-28 19:55:17,797 - mmaction - INFO - Epoch [69][780/940] lr: 2.749e-01, eta: 1 day, 4:27:52, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4900, loss_cls: 3.5659, loss: 3.5659, grad_norm: 1.2032 2020-07-28 19:55:38,461 - mmaction - INFO - Epoch [69][800/940] lr: 2.749e-01, eta: 1 day, 4:27:34, time: 1.033, data_time: 0.007, memory: 5015, top1_acc: 0.2268, top5_acc: 0.4727, loss_cls: 3.6163, loss: 3.6163, grad_norm: 1.2148 2020-07-28 19:55:58,729 - mmaction - INFO - Epoch [69][820/940] lr: 2.749e-01, eta: 1 day, 4:27:16, time: 1.015, data_time: 0.006, memory: 5015, top1_acc: 0.2520, top5_acc: 0.4926, loss_cls: 3.5242, loss: 3.5242, grad_norm: 1.2140 2020-07-28 19:56:17,681 - mmaction - INFO - Epoch [69][840/940] lr: 2.749e-01, eta: 1 day, 4:26:55, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4854, loss_cls: 3.5494, loss: 3.5494, grad_norm: 1.2580 2020-07-28 19:56:36,735 - mmaction - INFO - Epoch [69][860/940] lr: 2.749e-01, eta: 1 day, 4:26:35, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2385, top5_acc: 0.4820, loss_cls: 3.6069, loss: 3.6069, grad_norm: 1.2266 2020-07-28 19:56:57,829 - mmaction - INFO - Epoch [69][880/940] lr: 2.749e-01, eta: 1 day, 4:26:17, time: 1.053, data_time: 0.005, memory: 5015, top1_acc: 0.2453, top5_acc: 0.4877, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.2007 2020-07-28 19:57:16,597 - mmaction - INFO - Epoch [69][900/940] lr: 2.749e-01, eta: 1 day, 4:25:57, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4742, loss_cls: 3.6080, loss: 3.6080, grad_norm: 1.2445 2020-07-28 19:57:36,960 - mmaction - INFO - Epoch [69][920/940] lr: 2.749e-01, eta: 1 day, 4:25:38, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4883, loss_cls: 3.5460, loss: 3.5460, grad_norm: 1.1995 2020-07-28 19:57:54,522 - mmaction - INFO - Epoch [69][940/940] lr: 2.749e-01, eta: 1 day, 4:25:15, time: 0.880, data_time: 0.005, memory: 5015, top1_acc: 0.2409, top5_acc: 0.4803, loss_cls: 3.5947, loss: 3.5947, grad_norm: 1.2156 2020-07-28 19:57:54,784 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-07-28 19:58:20,985 - mmaction - INFO - Epoch [70][20/940] lr: 2.717e-01, eta: 1 day, 4:25:02, time: 1.190, data_time: 0.287, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4873, loss_cls: 3.5234, loss: 3.5234, grad_norm: 1.2432 2020-07-28 19:58:40,247 - mmaction - INFO - Epoch [70][40/940] lr: 2.717e-01, eta: 1 day, 4:24:42, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2443, top5_acc: 0.4795, loss_cls: 3.5952, loss: 3.5952, grad_norm: 1.2214 2020-07-28 19:58:58,572 - mmaction - INFO - Epoch [70][60/940] lr: 2.717e-01, eta: 1 day, 4:24:20, time: 0.914, data_time: 0.004, memory: 5015, top1_acc: 0.2514, top5_acc: 0.4871, loss_cls: 3.5687, loss: 3.5687, grad_norm: 1.1906 2020-07-28 19:59:17,902 - mmaction - INFO - Epoch [70][80/940] lr: 2.717e-01, eta: 1 day, 4:24:00, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4898, loss_cls: 3.5224, loss: 3.5224, grad_norm: 1.2293 2020-07-28 19:59:37,235 - mmaction - INFO - Epoch [70][100/940] lr: 2.717e-01, eta: 1 day, 4:23:40, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2527, top5_acc: 0.4797, loss_cls: 3.5655, loss: 3.5655, grad_norm: 1.2066 2020-07-28 19:59:56,386 - mmaction - INFO - Epoch [70][120/940] lr: 2.717e-01, eta: 1 day, 4:23:20, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2477, top5_acc: 0.4807, loss_cls: 3.5801, loss: 3.5801, grad_norm: 1.2568 2020-07-28 20:00:20,764 - mmaction - INFO - Epoch [70][140/940] lr: 2.717e-01, eta: 1 day, 4:23:08, time: 1.210, data_time: 0.004, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4814, loss_cls: 3.5739, loss: 3.5739, grad_norm: 1.2026 2020-07-28 20:00:40,371 - mmaction - INFO - Epoch [70][160/940] lr: 2.717e-01, eta: 1 day, 4:22:48, time: 0.989, data_time: 0.020, memory: 5015, top1_acc: 0.2496, top5_acc: 0.4963, loss_cls: 3.5334, loss: 3.5334, grad_norm: 1.2401 2020-07-28 20:01:00,814 - mmaction - INFO - Epoch [70][180/940] lr: 2.717e-01, eta: 1 day, 4:22:30, time: 1.020, data_time: 0.004, memory: 5015, top1_acc: 0.2527, top5_acc: 0.4943, loss_cls: 3.5191, loss: 3.5191, grad_norm: 1.2502 2020-07-28 20:01:19,276 - mmaction - INFO - Epoch [70][200/940] lr: 2.717e-01, eta: 1 day, 4:22:09, time: 0.925, data_time: 0.005, memory: 5015, top1_acc: 0.2545, top5_acc: 0.4883, loss_cls: 3.5502, loss: 3.5502, grad_norm: 1.2470 2020-07-28 20:01:38,952 - mmaction - INFO - Epoch [70][220/940] lr: 2.717e-01, eta: 1 day, 4:21:49, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2457, top5_acc: 0.4871, loss_cls: 3.5650, loss: 3.5650, grad_norm: 1.2229 2020-07-28 20:01:58,808 - mmaction - INFO - Epoch [70][240/940] lr: 2.717e-01, eta: 1 day, 4:21:30, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2496, top5_acc: 0.4949, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.2560 2020-07-28 20:02:19,067 - mmaction - INFO - Epoch [70][260/940] lr: 2.717e-01, eta: 1 day, 4:21:11, time: 1.013, data_time: 0.002, memory: 5015, top1_acc: 0.2475, top5_acc: 0.4842, loss_cls: 3.5532, loss: 3.5532, grad_norm: 1.2206 2020-07-28 20:02:38,329 - mmaction - INFO - Epoch [70][280/940] lr: 2.717e-01, eta: 1 day, 4:20:51, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4855, loss_cls: 3.5851, loss: 3.5851, grad_norm: 1.2446 2020-07-28 20:02:58,744 - mmaction - INFO - Epoch [70][300/940] lr: 2.717e-01, eta: 1 day, 4:20:33, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2488, top5_acc: 0.4896, loss_cls: 3.5755, loss: 3.5755, grad_norm: 1.2450 2020-07-28 20:03:17,787 - mmaction - INFO - Epoch [70][320/940] lr: 2.717e-01, eta: 1 day, 4:20:12, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2502, top5_acc: 0.4926, loss_cls: 3.5206, loss: 3.5206, grad_norm: 1.2457 2020-07-28 20:03:37,820 - mmaction - INFO - Epoch [70][340/940] lr: 2.717e-01, eta: 1 day, 4:19:53, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4834, loss_cls: 3.5706, loss: 3.5706, grad_norm: 1.2370 2020-07-28 20:03:57,672 - mmaction - INFO - Epoch [70][360/940] lr: 2.717e-01, eta: 1 day, 4:19:34, time: 0.993, data_time: 0.002, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4795, loss_cls: 3.6112, loss: 3.6112, grad_norm: 1.2270 2020-07-28 20:04:16,413 - mmaction - INFO - Epoch [70][380/940] lr: 2.717e-01, eta: 1 day, 4:19:13, time: 0.936, data_time: 0.006, memory: 5015, top1_acc: 0.2541, top5_acc: 0.4990, loss_cls: 3.4999, loss: 3.4999, grad_norm: 1.2323 2020-07-28 20:04:35,953 - mmaction - INFO - Epoch [70][400/940] lr: 2.717e-01, eta: 1 day, 4:18:53, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2516, top5_acc: 0.4854, loss_cls: 3.5296, loss: 3.5296, grad_norm: 1.2682 2020-07-28 20:04:55,130 - mmaction - INFO - Epoch [70][420/940] lr: 2.717e-01, eta: 1 day, 4:18:33, time: 0.957, data_time: 0.004, memory: 5015, top1_acc: 0.2512, top5_acc: 0.4830, loss_cls: 3.5746, loss: 3.5746, grad_norm: 1.2319 2020-07-28 20:05:14,435 - mmaction - INFO - Epoch [70][440/940] lr: 2.717e-01, eta: 1 day, 4:18:13, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4916, loss_cls: 3.5426, loss: 3.5426, grad_norm: 1.2141 2020-07-28 20:05:34,385 - mmaction - INFO - Epoch [70][460/940] lr: 2.717e-01, eta: 1 day, 4:17:54, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4873, loss_cls: 3.5489, loss: 3.5489, grad_norm: 1.2379 2020-07-28 20:05:53,154 - mmaction - INFO - Epoch [70][480/940] lr: 2.717e-01, eta: 1 day, 4:17:33, time: 0.939, data_time: 0.004, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4859, loss_cls: 3.5831, loss: 3.5831, grad_norm: 1.2205 2020-07-28 20:06:11,974 - mmaction - INFO - Epoch [70][500/940] lr: 2.717e-01, eta: 1 day, 4:17:12, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4787, loss_cls: 3.5862, loss: 3.5862, grad_norm: 1.2205 2020-07-28 20:06:31,592 - mmaction - INFO - Epoch [70][520/940] lr: 2.717e-01, eta: 1 day, 4:16:52, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4918, loss_cls: 3.5258, loss: 3.5258, grad_norm: 1.2194 2020-07-28 20:06:50,880 - mmaction - INFO - Epoch [70][540/940] lr: 2.717e-01, eta: 1 day, 4:16:32, time: 0.963, data_time: 0.004, memory: 5015, top1_acc: 0.2381, top5_acc: 0.4820, loss_cls: 3.5953, loss: 3.5953, grad_norm: 1.2381 2020-07-28 20:07:10,504 - mmaction - INFO - Epoch [70][560/940] lr: 2.717e-01, eta: 1 day, 4:16:13, time: 0.983, data_time: 0.005, memory: 5015, top1_acc: 0.2453, top5_acc: 0.4848, loss_cls: 3.5984, loss: 3.5984, grad_norm: 1.2293 2020-07-28 20:07:29,787 - mmaction - INFO - Epoch [70][580/940] lr: 2.717e-01, eta: 1 day, 4:15:53, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2572, top5_acc: 0.4953, loss_cls: 3.5379, loss: 3.5379, grad_norm: 1.1916 2020-07-28 20:07:49,213 - mmaction - INFO - Epoch [70][600/940] lr: 2.717e-01, eta: 1 day, 4:15:33, time: 0.973, data_time: 0.006, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4885, loss_cls: 3.5621, loss: 3.5621, grad_norm: 1.2405 2020-07-28 20:08:09,020 - mmaction - INFO - Epoch [70][620/940] lr: 2.717e-01, eta: 1 day, 4:15:13, time: 0.990, data_time: 0.004, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4832, loss_cls: 3.5892, loss: 3.5892, grad_norm: 1.1961 2020-07-28 20:08:28,205 - mmaction - INFO - Epoch [70][640/940] lr: 2.717e-01, eta: 1 day, 4:14:53, time: 0.959, data_time: 0.002, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4896, loss_cls: 3.5339, loss: 3.5339, grad_norm: 1.2384 2020-07-28 20:08:47,615 - mmaction - INFO - Epoch [70][660/940] lr: 2.717e-01, eta: 1 day, 4:14:33, time: 0.971, data_time: 0.002, memory: 5015, top1_acc: 0.2379, top5_acc: 0.4750, loss_cls: 3.5785, loss: 3.5785, grad_norm: 1.2578 2020-07-28 20:09:07,743 - mmaction - INFO - Epoch [70][680/940] lr: 2.717e-01, eta: 1 day, 4:14:14, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2521, top5_acc: 0.4840, loss_cls: 3.5627, loss: 3.5627, grad_norm: 1.1886 2020-07-28 20:09:26,032 - mmaction - INFO - Epoch [70][700/940] lr: 2.717e-01, eta: 1 day, 4:13:53, time: 0.914, data_time: 0.002, memory: 5015, top1_acc: 0.2574, top5_acc: 0.4967, loss_cls: 3.5298, loss: 3.5298, grad_norm: 1.2371 2020-07-28 20:09:46,409 - mmaction - INFO - Epoch [70][720/940] lr: 2.717e-01, eta: 1 day, 4:13:34, time: 1.018, data_time: 0.006, memory: 5015, top1_acc: 0.2363, top5_acc: 0.4744, loss_cls: 3.6274, loss: 3.6274, grad_norm: 1.2228 2020-07-28 20:10:05,819 - mmaction - INFO - Epoch [70][740/940] lr: 2.717e-01, eta: 1 day, 4:13:14, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4771, loss_cls: 3.5899, loss: 3.5899, grad_norm: 1.2042 2020-07-28 20:10:24,807 - mmaction - INFO - Epoch [70][760/940] lr: 2.717e-01, eta: 1 day, 4:12:54, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.2482, top5_acc: 0.4877, loss_cls: 3.5578, loss: 3.5578, grad_norm: 1.2237 2020-07-28 20:10:45,926 - mmaction - INFO - Epoch [70][780/940] lr: 2.717e-01, eta: 1 day, 4:12:36, time: 1.054, data_time: 0.006, memory: 5015, top1_acc: 0.2514, top5_acc: 0.4916, loss_cls: 3.5320, loss: 3.5320, grad_norm: 1.2301 2020-07-28 20:11:04,674 - mmaction - INFO - Epoch [70][800/940] lr: 2.717e-01, eta: 1 day, 4:12:16, time: 0.939, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4867, loss_cls: 3.5755, loss: 3.5755, grad_norm: 1.2282 2020-07-28 20:11:23,589 - mmaction - INFO - Epoch [70][820/940] lr: 2.717e-01, eta: 1 day, 4:11:55, time: 0.945, data_time: 0.002, memory: 5015, top1_acc: 0.2496, top5_acc: 0.5010, loss_cls: 3.5375, loss: 3.5375, grad_norm: 1.2116 2020-07-28 20:11:43,507 - mmaction - INFO - Epoch [70][840/940] lr: 2.717e-01, eta: 1 day, 4:11:36, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4814, loss_cls: 3.5761, loss: 3.5761, grad_norm: 1.2299 2020-07-28 20:12:02,489 - mmaction - INFO - Epoch [70][860/940] lr: 2.717e-01, eta: 1 day, 4:11:15, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4916, loss_cls: 3.5161, loss: 3.5161, grad_norm: 1.2370 2020-07-28 20:12:21,707 - mmaction - INFO - Epoch [70][880/940] lr: 2.717e-01, eta: 1 day, 4:10:55, time: 0.961, data_time: 0.006, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4893, loss_cls: 3.5610, loss: 3.5610, grad_norm: 1.2143 2020-07-28 20:12:40,741 - mmaction - INFO - Epoch [70][900/940] lr: 2.717e-01, eta: 1 day, 4:10:34, time: 0.951, data_time: 0.004, memory: 5015, top1_acc: 0.2457, top5_acc: 0.4865, loss_cls: 3.5700, loss: 3.5700, grad_norm: 1.2274 2020-07-28 20:13:00,225 - mmaction - INFO - Epoch [70][920/940] lr: 2.717e-01, eta: 1 day, 4:10:14, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2404, top5_acc: 0.4877, loss_cls: 3.5705, loss: 3.5705, grad_norm: 1.2167 2020-07-28 20:13:18,900 - mmaction - INFO - Epoch [70][940/940] lr: 2.717e-01, eta: 1 day, 4:09:53, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.2595, top5_acc: 0.4953, loss_cls: 3.5341, loss: 3.5341, grad_norm: 1.2479 2020-07-28 20:13:19,264 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-28 20:13:48,923 - mmaction - INFO - Epoch [71][20/940] lr: 2.684e-01, eta: 1 day, 4:09:45, time: 1.334, data_time: 0.394, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4879, loss_cls: 3.5417, loss: 3.5417, grad_norm: 1.2221 2020-07-28 20:14:07,487 - mmaction - INFO - Epoch [71][40/940] lr: 2.684e-01, eta: 1 day, 4:09:24, time: 0.929, data_time: 0.002, memory: 5015, top1_acc: 0.2412, top5_acc: 0.4865, loss_cls: 3.5689, loss: 3.5689, grad_norm: 1.2546 2020-07-28 20:14:26,955 - mmaction - INFO - Epoch [71][60/940] lr: 2.684e-01, eta: 1 day, 4:09:04, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4984, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.2468 2020-07-28 20:14:46,027 - mmaction - INFO - Epoch [71][80/940] lr: 2.684e-01, eta: 1 day, 4:08:43, time: 0.956, data_time: 0.006, memory: 5015, top1_acc: 0.2523, top5_acc: 0.5021, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.2237 2020-07-28 20:15:05,900 - mmaction - INFO - Epoch [71][100/940] lr: 2.684e-01, eta: 1 day, 4:08:24, time: 0.994, data_time: 0.004, memory: 5015, top1_acc: 0.2561, top5_acc: 0.5072, loss_cls: 3.5167, loss: 3.5167, grad_norm: 1.2206 2020-07-28 20:15:25,412 - mmaction - INFO - Epoch [71][120/940] lr: 2.684e-01, eta: 1 day, 4:08:04, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.2564, top5_acc: 0.4959, loss_cls: 3.5077, loss: 3.5077, grad_norm: 1.2479 2020-07-28 20:15:45,728 - mmaction - INFO - Epoch [71][140/940] lr: 2.684e-01, eta: 1 day, 4:07:46, time: 1.014, data_time: 0.004, memory: 5015, top1_acc: 0.2568, top5_acc: 0.4965, loss_cls: 3.5194, loss: 3.5194, grad_norm: 1.2277 2020-07-28 20:16:05,086 - mmaction - INFO - Epoch [71][160/940] lr: 2.684e-01, eta: 1 day, 4:07:26, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4980, loss_cls: 3.5323, loss: 3.5323, grad_norm: 1.2374 2020-07-28 20:16:23,978 - mmaction - INFO - Epoch [71][180/940] lr: 2.684e-01, eta: 1 day, 4:07:05, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4908, loss_cls: 3.5576, loss: 3.5576, grad_norm: 1.2467 2020-07-28 20:16:42,492 - mmaction - INFO - Epoch [71][200/940] lr: 2.684e-01, eta: 1 day, 4:06:44, time: 0.927, data_time: 0.005, memory: 5015, top1_acc: 0.2408, top5_acc: 0.4801, loss_cls: 3.5928, loss: 3.5928, grad_norm: 1.2455 2020-07-28 20:17:01,402 - mmaction - INFO - Epoch [71][220/940] lr: 2.684e-01, eta: 1 day, 4:06:23, time: 0.944, data_time: 0.004, memory: 5015, top1_acc: 0.2598, top5_acc: 0.4957, loss_cls: 3.5248, loss: 3.5248, grad_norm: 1.2118 2020-07-28 20:17:20,945 - mmaction - INFO - Epoch [71][240/940] lr: 2.684e-01, eta: 1 day, 4:06:03, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4891, loss_cls: 3.5605, loss: 3.5605, grad_norm: 1.2294 2020-07-28 20:17:40,073 - mmaction - INFO - Epoch [71][260/940] lr: 2.684e-01, eta: 1 day, 4:05:43, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4934, loss_cls: 3.5568, loss: 3.5568, grad_norm: 1.2228 2020-07-28 20:17:59,205 - mmaction - INFO - Epoch [71][280/940] lr: 2.684e-01, eta: 1 day, 4:05:23, time: 0.958, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4826, loss_cls: 3.5830, loss: 3.5830, grad_norm: 1.2136 2020-07-28 20:18:18,892 - mmaction - INFO - Epoch [71][300/940] lr: 2.684e-01, eta: 1 day, 4:05:03, time: 0.983, data_time: 0.004, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4973, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2085 2020-07-28 20:18:39,519 - mmaction - INFO - Epoch [71][320/940] lr: 2.684e-01, eta: 1 day, 4:04:45, time: 1.033, data_time: 0.005, memory: 5015, top1_acc: 0.2441, top5_acc: 0.4809, loss_cls: 3.5692, loss: 3.5692, grad_norm: 1.2394 2020-07-28 20:18:58,670 - mmaction - INFO - Epoch [71][340/940] lr: 2.684e-01, eta: 1 day, 4:04:25, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2562, top5_acc: 0.4963, loss_cls: 3.5195, loss: 3.5195, grad_norm: 1.2053 2020-07-28 20:19:18,025 - mmaction - INFO - Epoch [71][360/940] lr: 2.684e-01, eta: 1 day, 4:04:05, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4852, loss_cls: 3.5487, loss: 3.5487, grad_norm: 1.2732 2020-07-28 20:19:37,644 - mmaction - INFO - Epoch [71][380/940] lr: 2.684e-01, eta: 1 day, 4:03:45, time: 0.979, data_time: 0.006, memory: 5015, top1_acc: 0.2523, top5_acc: 0.4893, loss_cls: 3.5337, loss: 3.5337, grad_norm: 1.2223 2020-07-28 20:19:57,377 - mmaction - INFO - Epoch [71][400/940] lr: 2.684e-01, eta: 1 day, 4:03:26, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4857, loss_cls: 3.5486, loss: 3.5486, grad_norm: 1.2633 2020-07-28 20:20:16,535 - mmaction - INFO - Epoch [71][420/940] lr: 2.684e-01, eta: 1 day, 4:03:05, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2391, top5_acc: 0.4848, loss_cls: 3.5903, loss: 3.5903, grad_norm: 1.2321 2020-07-28 20:20:36,042 - mmaction - INFO - Epoch [71][440/940] lr: 2.684e-01, eta: 1 day, 4:02:46, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2580, top5_acc: 0.4896, loss_cls: 3.5699, loss: 3.5699, grad_norm: 1.2309 2020-07-28 20:20:55,306 - mmaction - INFO - Epoch [71][460/940] lr: 2.684e-01, eta: 1 day, 4:02:25, time: 0.962, data_time: 0.006, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4842, loss_cls: 3.5446, loss: 3.5446, grad_norm: 1.2302 2020-07-28 20:21:15,762 - mmaction - INFO - Epoch [71][480/940] lr: 2.684e-01, eta: 1 day, 4:02:07, time: 1.024, data_time: 0.005, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4898, loss_cls: 3.5846, loss: 3.5846, grad_norm: 1.2349 2020-07-28 20:21:35,499 - mmaction - INFO - Epoch [71][500/940] lr: 2.684e-01, eta: 1 day, 4:01:48, time: 0.987, data_time: 0.002, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4953, loss_cls: 3.5357, loss: 3.5357, grad_norm: 1.2180 2020-07-28 20:21:55,113 - mmaction - INFO - Epoch [71][520/940] lr: 2.684e-01, eta: 1 day, 4:01:28, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2625, top5_acc: 0.5053, loss_cls: 3.4877, loss: 3.4877, grad_norm: 1.2433 2020-07-28 20:22:14,923 - mmaction - INFO - Epoch [71][540/940] lr: 2.684e-01, eta: 1 day, 4:01:09, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2510, top5_acc: 0.4912, loss_cls: 3.5468, loss: 3.5468, grad_norm: 1.2307 2020-07-28 20:22:34,191 - mmaction - INFO - Epoch [71][560/940] lr: 2.684e-01, eta: 1 day, 4:00:49, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.2500, top5_acc: 0.5008, loss_cls: 3.5281, loss: 3.5281, grad_norm: 1.2445 2020-07-28 20:22:54,254 - mmaction - INFO - Epoch [71][580/940] lr: 2.684e-01, eta: 1 day, 4:00:30, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2465, top5_acc: 0.4779, loss_cls: 3.5803, loss: 3.5803, grad_norm: 1.2121 2020-07-28 20:23:13,521 - mmaction - INFO - Epoch [71][600/940] lr: 2.684e-01, eta: 1 day, 4:00:10, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2375, top5_acc: 0.4852, loss_cls: 3.6083, loss: 3.6083, grad_norm: 1.2466 2020-07-28 20:23:32,825 - mmaction - INFO - Epoch [71][620/940] lr: 2.684e-01, eta: 1 day, 3:59:49, time: 0.966, data_time: 0.006, memory: 5015, top1_acc: 0.2395, top5_acc: 0.4850, loss_cls: 3.5704, loss: 3.5704, grad_norm: 1.2195 2020-07-28 20:23:52,340 - mmaction - INFO - Epoch [71][640/940] lr: 2.684e-01, eta: 1 day, 3:59:30, time: 0.975, data_time: 0.002, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4889, loss_cls: 3.5530, loss: 3.5530, grad_norm: 1.2137 2020-07-28 20:24:12,090 - mmaction - INFO - Epoch [71][660/940] lr: 2.684e-01, eta: 1 day, 3:59:10, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4992, loss_cls: 3.5116, loss: 3.5116, grad_norm: 1.2234 2020-07-28 20:24:31,841 - mmaction - INFO - Epoch [71][680/940] lr: 2.684e-01, eta: 1 day, 3:58:51, time: 0.990, data_time: 0.006, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4951, loss_cls: 3.5287, loss: 3.5287, grad_norm: 1.1957 2020-07-28 20:24:51,234 - mmaction - INFO - Epoch [71][700/940] lr: 2.684e-01, eta: 1 day, 3:58:31, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4770, loss_cls: 3.5809, loss: 3.5809, grad_norm: 1.2390 2020-07-28 20:25:11,061 - mmaction - INFO - Epoch [71][720/940] lr: 2.684e-01, eta: 1 day, 3:58:12, time: 0.993, data_time: 0.005, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4846, loss_cls: 3.5858, loss: 3.5858, grad_norm: 1.2335 2020-07-28 20:25:30,311 - mmaction - INFO - Epoch [71][740/940] lr: 2.684e-01, eta: 1 day, 3:57:52, time: 0.963, data_time: 0.002, memory: 5015, top1_acc: 0.2520, top5_acc: 0.4855, loss_cls: 3.5514, loss: 3.5514, grad_norm: 1.2392 2020-07-28 20:25:50,405 - mmaction - INFO - Epoch [71][760/940] lr: 2.684e-01, eta: 1 day, 3:57:33, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4896, loss_cls: 3.5609, loss: 3.5609, grad_norm: 1.2397 2020-07-28 20:26:09,097 - mmaction - INFO - Epoch [71][780/940] lr: 2.684e-01, eta: 1 day, 3:57:12, time: 0.936, data_time: 0.005, memory: 5015, top1_acc: 0.2402, top5_acc: 0.4699, loss_cls: 3.6016, loss: 3.6016, grad_norm: 1.2232 2020-07-28 20:26:29,155 - mmaction - INFO - Epoch [71][800/940] lr: 2.684e-01, eta: 1 day, 3:56:53, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2477, top5_acc: 0.4930, loss_cls: 3.5311, loss: 3.5311, grad_norm: 1.2198 2020-07-28 20:26:47,510 - mmaction - INFO - Epoch [71][820/940] lr: 2.684e-01, eta: 1 day, 3:56:31, time: 0.919, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4846, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.2380 2020-07-28 20:27:06,785 - mmaction - INFO - Epoch [71][840/940] lr: 2.684e-01, eta: 1 day, 3:56:11, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2623, top5_acc: 0.5027, loss_cls: 3.5088, loss: 3.5088, grad_norm: 1.2055 2020-07-28 20:27:26,682 - mmaction - INFO - Epoch [71][860/940] lr: 2.684e-01, eta: 1 day, 3:55:52, time: 0.995, data_time: 0.002, memory: 5015, top1_acc: 0.2516, top5_acc: 0.4926, loss_cls: 3.5453, loss: 3.5453, grad_norm: 1.2467 2020-07-28 20:27:46,074 - mmaction - INFO - Epoch [71][880/940] lr: 2.684e-01, eta: 1 day, 3:55:32, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4717, loss_cls: 3.5842, loss: 3.5842, grad_norm: 1.2525 2020-07-28 20:28:05,348 - mmaction - INFO - Epoch [71][900/940] lr: 2.684e-01, eta: 1 day, 3:55:12, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2432, top5_acc: 0.4799, loss_cls: 3.5737, loss: 3.5737, grad_norm: 1.2432 2020-07-28 20:28:25,447 - mmaction - INFO - Epoch [71][920/940] lr: 2.684e-01, eta: 1 day, 3:54:53, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4844, loss_cls: 3.5645, loss: 3.5645, grad_norm: 1.1995 2020-07-28 20:28:43,748 - mmaction - INFO - Epoch [71][940/940] lr: 2.684e-01, eta: 1 day, 3:54:31, time: 0.917, data_time: 0.005, memory: 5015, top1_acc: 0.2603, top5_acc: 0.4939, loss_cls: 3.5142, loss: 3.5142, grad_norm: 1.2543 2020-07-28 20:28:43,989 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-07-28 20:29:10,315 - mmaction - INFO - Epoch [72][20/940] lr: 2.651e-01, eta: 1 day, 3:54:19, time: 1.219, data_time: 0.314, memory: 5015, top1_acc: 0.2531, top5_acc: 0.4926, loss_cls: 3.5340, loss: 3.5340, grad_norm: 1.2199 2020-07-28 20:29:30,052 - mmaction - INFO - Epoch [72][40/940] lr: 2.651e-01, eta: 1 day, 3:54:00, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2564, top5_acc: 0.5059, loss_cls: 3.4692, loss: 3.4692, grad_norm: 1.2093 2020-07-28 20:29:48,449 - mmaction - INFO - Epoch [72][60/940] lr: 2.651e-01, eta: 1 day, 3:53:38, time: 0.918, data_time: 0.005, memory: 5015, top1_acc: 0.2551, top5_acc: 0.4881, loss_cls: 3.5510, loss: 3.5510, grad_norm: 1.2396 2020-07-28 20:30:07,986 - mmaction - INFO - Epoch [72][80/940] lr: 2.651e-01, eta: 1 day, 3:53:18, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2500, top5_acc: 0.4887, loss_cls: 3.5469, loss: 3.5469, grad_norm: 1.2229 2020-07-28 20:30:26,871 - mmaction - INFO - Epoch [72][100/940] lr: 2.651e-01, eta: 1 day, 3:52:58, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.2482, top5_acc: 0.4789, loss_cls: 3.5615, loss: 3.5615, grad_norm: 1.2210 2020-07-28 20:30:46,680 - mmaction - INFO - Epoch [72][120/940] lr: 2.651e-01, eta: 1 day, 3:52:38, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4809, loss_cls: 3.5786, loss: 3.5786, grad_norm: 1.2231 2020-07-28 20:31:06,908 - mmaction - INFO - Epoch [72][140/940] lr: 2.651e-01, eta: 1 day, 3:52:20, time: 1.014, data_time: 0.006, memory: 5015, top1_acc: 0.2564, top5_acc: 0.4994, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2391 2020-07-28 20:31:26,304 - mmaction - INFO - Epoch [72][160/940] lr: 2.651e-01, eta: 1 day, 3:52:00, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2521, top5_acc: 0.4830, loss_cls: 3.5356, loss: 3.5356, grad_norm: 1.2833 2020-07-28 20:31:45,478 - mmaction - INFO - Epoch [72][180/940] lr: 2.651e-01, eta: 1 day, 3:51:39, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2436, top5_acc: 0.4857, loss_cls: 3.5672, loss: 3.5672, grad_norm: 1.2276 2020-07-28 20:32:04,548 - mmaction - INFO - Epoch [72][200/940] lr: 2.651e-01, eta: 1 day, 3:51:19, time: 0.951, data_time: 0.004, memory: 5015, top1_acc: 0.2523, top5_acc: 0.4963, loss_cls: 3.5412, loss: 3.5412, grad_norm: 1.2391 2020-07-28 20:32:23,978 - mmaction - INFO - Epoch [72][220/940] lr: 2.651e-01, eta: 1 day, 3:50:59, time: 0.974, data_time: 0.006, memory: 5015, top1_acc: 0.2562, top5_acc: 0.4992, loss_cls: 3.5042, loss: 3.5042, grad_norm: 1.2283 2020-07-28 20:32:43,992 - mmaction - INFO - Epoch [72][240/940] lr: 2.651e-01, eta: 1 day, 3:50:40, time: 0.999, data_time: 0.005, memory: 5015, top1_acc: 0.2486, top5_acc: 0.4889, loss_cls: 3.5293, loss: 3.5293, grad_norm: 1.2273 2020-07-28 20:33:03,869 - mmaction - INFO - Epoch [72][260/940] lr: 2.651e-01, eta: 1 day, 3:50:21, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2576, top5_acc: 0.4971, loss_cls: 3.5208, loss: 3.5208, grad_norm: 1.2262 2020-07-28 20:33:23,138 - mmaction - INFO - Epoch [72][280/940] lr: 2.651e-01, eta: 1 day, 3:50:01, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2561, top5_acc: 0.4975, loss_cls: 3.5111, loss: 3.5111, grad_norm: 1.2481 2020-07-28 20:33:41,511 - mmaction - INFO - Epoch [72][300/940] lr: 2.651e-01, eta: 1 day, 3:49:39, time: 0.919, data_time: 0.002, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4904, loss_cls: 3.5419, loss: 3.5419, grad_norm: 1.2274 2020-07-28 20:34:00,380 - mmaction - INFO - Epoch [72][320/940] lr: 2.651e-01, eta: 1 day, 3:49:19, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.2521, top5_acc: 0.4949, loss_cls: 3.5242, loss: 3.5242, grad_norm: 1.2547 2020-07-28 20:34:20,704 - mmaction - INFO - Epoch [72][340/940] lr: 2.651e-01, eta: 1 day, 3:49:00, time: 1.016, data_time: 0.004, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4885, loss_cls: 3.5410, loss: 3.5410, grad_norm: 1.2480 2020-07-28 20:34:41,008 - mmaction - INFO - Epoch [72][360/940] lr: 2.651e-01, eta: 1 day, 3:48:41, time: 1.015, data_time: 0.002, memory: 5015, top1_acc: 0.2604, top5_acc: 0.4971, loss_cls: 3.5244, loss: 3.5244, grad_norm: 1.2331 2020-07-28 20:35:00,395 - mmaction - INFO - Epoch [72][380/940] lr: 2.651e-01, eta: 1 day, 3:48:21, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.5731, loss: 3.5731, grad_norm: 1.2445 2020-07-28 20:35:19,378 - mmaction - INFO - Epoch [72][400/940] lr: 2.651e-01, eta: 1 day, 3:48:01, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2635, top5_acc: 0.5000, loss_cls: 3.4985, loss: 3.4985, grad_norm: 1.2329 2020-07-28 20:35:39,221 - mmaction - INFO - Epoch [72][420/940] lr: 2.651e-01, eta: 1 day, 3:47:42, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2488, top5_acc: 0.4859, loss_cls: 3.5262, loss: 3.5262, grad_norm: 1.2555 2020-07-28 20:35:58,261 - mmaction - INFO - Epoch [72][440/940] lr: 2.651e-01, eta: 1 day, 3:47:21, time: 0.953, data_time: 0.004, memory: 5015, top1_acc: 0.2621, top5_acc: 0.5025, loss_cls: 3.4967, loss: 3.4967, grad_norm: 1.2442 2020-07-28 20:36:17,884 - mmaction - INFO - Epoch [72][460/940] lr: 2.651e-01, eta: 1 day, 3:47:02, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2562, top5_acc: 0.4951, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.2350 2020-07-28 20:36:37,212 - mmaction - INFO - Epoch [72][480/940] lr: 2.651e-01, eta: 1 day, 3:46:42, time: 0.967, data_time: 0.004, memory: 5015, top1_acc: 0.2576, top5_acc: 0.5020, loss_cls: 3.5115, loss: 3.5115, grad_norm: 1.2586 2020-07-28 20:36:56,024 - mmaction - INFO - Epoch [72][500/940] lr: 2.651e-01, eta: 1 day, 3:46:21, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.2496, top5_acc: 0.4861, loss_cls: 3.5684, loss: 3.5684, grad_norm: 1.2477 2020-07-28 20:37:15,798 - mmaction - INFO - Epoch [72][520/940] lr: 2.651e-01, eta: 1 day, 3:46:01, time: 0.989, data_time: 0.002, memory: 5015, top1_acc: 0.2426, top5_acc: 0.4838, loss_cls: 3.5991, loss: 3.5991, grad_norm: 1.2743 2020-07-28 20:37:35,825 - mmaction - INFO - Epoch [72][540/940] lr: 2.651e-01, eta: 1 day, 3:45:42, time: 1.000, data_time: 0.005, memory: 5015, top1_acc: 0.2525, top5_acc: 0.4910, loss_cls: 3.5498, loss: 3.5498, grad_norm: 1.2195 2020-07-28 20:37:55,502 - mmaction - INFO - Epoch [72][560/940] lr: 2.651e-01, eta: 1 day, 3:45:23, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2494, top5_acc: 0.4914, loss_cls: 3.5247, loss: 3.5247, grad_norm: 1.2275 2020-07-28 20:38:14,378 - mmaction - INFO - Epoch [72][580/940] lr: 2.651e-01, eta: 1 day, 3:45:02, time: 0.944, data_time: 0.002, memory: 5015, top1_acc: 0.2656, top5_acc: 0.5014, loss_cls: 3.5077, loss: 3.5077, grad_norm: 1.2413 2020-07-28 20:38:34,439 - mmaction - INFO - Epoch [72][600/940] lr: 2.651e-01, eta: 1 day, 3:44:43, time: 1.001, data_time: 0.004, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4938, loss_cls: 3.5181, loss: 3.5181, grad_norm: 1.2366 2020-07-28 20:38:54,732 - mmaction - INFO - Epoch [72][620/940] lr: 2.651e-01, eta: 1 day, 3:44:25, time: 1.016, data_time: 0.005, memory: 5015, top1_acc: 0.2586, top5_acc: 0.4990, loss_cls: 3.5290, loss: 3.5290, grad_norm: 1.2644 2020-07-28 20:39:13,401 - mmaction - INFO - Epoch [72][640/940] lr: 2.651e-01, eta: 1 day, 3:44:04, time: 0.933, data_time: 0.002, memory: 5015, top1_acc: 0.2295, top5_acc: 0.4859, loss_cls: 3.5935, loss: 3.5935, grad_norm: 1.2794 2020-07-28 20:39:32,112 - mmaction - INFO - Epoch [72][660/940] lr: 2.651e-01, eta: 1 day, 3:43:43, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4879, loss_cls: 3.5632, loss: 3.5632, grad_norm: 1.1921 2020-07-28 20:39:51,154 - mmaction - INFO - Epoch [72][680/940] lr: 2.651e-01, eta: 1 day, 3:43:22, time: 0.953, data_time: 0.005, memory: 5015, top1_acc: 0.2523, top5_acc: 0.4945, loss_cls: 3.4798, loss: 3.4798, grad_norm: 1.2383 2020-07-28 20:40:10,564 - mmaction - INFO - Epoch [72][700/940] lr: 2.651e-01, eta: 1 day, 3:43:02, time: 0.971, data_time: 0.002, memory: 5015, top1_acc: 0.2557, top5_acc: 0.5010, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.2452 2020-07-28 20:40:31,202 - mmaction - INFO - Epoch [72][720/940] lr: 2.651e-01, eta: 1 day, 3:42:44, time: 1.032, data_time: 0.002, memory: 5015, top1_acc: 0.2484, top5_acc: 0.4795, loss_cls: 3.5625, loss: 3.5625, grad_norm: 1.2282 2020-07-28 20:40:51,325 - mmaction - INFO - Epoch [72][740/940] lr: 2.651e-01, eta: 1 day, 3:42:25, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.2494, top5_acc: 0.4980, loss_cls: 3.5275, loss: 3.5275, grad_norm: 1.2324 2020-07-28 20:41:10,246 - mmaction - INFO - Epoch [72][760/940] lr: 2.651e-01, eta: 1 day, 3:42:05, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4813, loss_cls: 3.5597, loss: 3.5597, grad_norm: 1.2218 2020-07-28 20:41:30,910 - mmaction - INFO - Epoch [72][780/940] lr: 2.651e-01, eta: 1 day, 3:41:47, time: 1.033, data_time: 0.005, memory: 5015, top1_acc: 0.2551, top5_acc: 0.5002, loss_cls: 3.4975, loss: 3.4975, grad_norm: 1.2246 2020-07-28 20:41:50,261 - mmaction - INFO - Epoch [72][800/940] lr: 2.651e-01, eta: 1 day, 3:41:27, time: 0.968, data_time: 0.002, memory: 5015, top1_acc: 0.2551, top5_acc: 0.4904, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.2547 2020-07-28 20:42:09,217 - mmaction - INFO - Epoch [72][820/940] lr: 2.651e-01, eta: 1 day, 3:41:06, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4805, loss_cls: 3.5831, loss: 3.5831, grad_norm: 1.2765 2020-07-28 20:42:28,629 - mmaction - INFO - Epoch [72][840/940] lr: 2.651e-01, eta: 1 day, 3:40:46, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2439, top5_acc: 0.4895, loss_cls: 3.5625, loss: 3.5625, grad_norm: 1.2113 2020-07-28 20:42:49,521 - mmaction - INFO - Epoch [72][860/940] lr: 2.651e-01, eta: 1 day, 3:40:28, time: 1.045, data_time: 0.002, memory: 5015, top1_acc: 0.2434, top5_acc: 0.4799, loss_cls: 3.5543, loss: 3.5543, grad_norm: 1.2299 2020-07-28 20:43:08,968 - mmaction - INFO - Epoch [72][880/940] lr: 2.651e-01, eta: 1 day, 3:40:08, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4910, loss_cls: 3.5133, loss: 3.5133, grad_norm: 1.2256 2020-07-28 20:43:28,954 - mmaction - INFO - Epoch [72][900/940] lr: 2.651e-01, eta: 1 day, 3:39:49, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2469, top5_acc: 0.4828, loss_cls: 3.5717, loss: 3.5717, grad_norm: 1.2205 2020-07-28 20:43:49,357 - mmaction - INFO - Epoch [72][920/940] lr: 2.651e-01, eta: 1 day, 3:39:31, time: 1.019, data_time: 0.005, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4863, loss_cls: 3.5450, loss: 3.5450, grad_norm: 1.2114 2020-07-28 20:44:08,505 - mmaction - INFO - Epoch [72][940/940] lr: 2.651e-01, eta: 1 day, 3:39:11, time: 0.957, data_time: 0.006, memory: 5015, top1_acc: 0.2573, top5_acc: 0.4939, loss_cls: 3.5269, loss: 3.5269, grad_norm: 1.2488 2020-07-28 20:44:08,708 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-28 20:44:35,613 - mmaction - INFO - Epoch [73][20/940] lr: 2.618e-01, eta: 1 day, 3:38:57, time: 1.173, data_time: 0.232, memory: 5015, top1_acc: 0.2604, top5_acc: 0.4990, loss_cls: 3.4767, loss: 3.4767, grad_norm: 1.2225 2020-07-28 20:44:54,179 - mmaction - INFO - Epoch [73][40/940] lr: 2.618e-01, eta: 1 day, 3:38:36, time: 0.928, data_time: 0.005, memory: 5015, top1_acc: 0.2604, top5_acc: 0.5059, loss_cls: 3.4767, loss: 3.4767, grad_norm: 1.2486 2020-07-28 20:45:13,400 - mmaction - INFO - Epoch [73][60/940] lr: 2.618e-01, eta: 1 day, 3:38:15, time: 0.961, data_time: 0.003, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4908, loss_cls: 3.5185, loss: 3.5185, grad_norm: 1.2222 2020-07-28 20:45:32,614 - mmaction - INFO - Epoch [73][80/940] lr: 2.618e-01, eta: 1 day, 3:37:55, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2527, top5_acc: 0.4975, loss_cls: 3.5112, loss: 3.5112, grad_norm: 1.2603 2020-07-28 20:45:53,098 - mmaction - INFO - Epoch [73][100/940] lr: 2.618e-01, eta: 1 day, 3:37:37, time: 1.026, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4900, loss_cls: 3.5299, loss: 3.5299, grad_norm: 1.2548 2020-07-28 20:46:12,313 - mmaction - INFO - Epoch [73][120/940] lr: 2.618e-01, eta: 1 day, 3:37:17, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4969, loss_cls: 3.5119, loss: 3.5119, grad_norm: 1.2712 2020-07-28 20:46:31,802 - mmaction - INFO - Epoch [73][140/940] lr: 2.618e-01, eta: 1 day, 3:36:57, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2590, top5_acc: 0.4943, loss_cls: 3.5062, loss: 3.5062, grad_norm: 1.2380 2020-07-28 20:46:51,715 - mmaction - INFO - Epoch [73][160/940] lr: 2.618e-01, eta: 1 day, 3:36:38, time: 0.996, data_time: 0.006, memory: 5015, top1_acc: 0.2584, top5_acc: 0.4943, loss_cls: 3.5123, loss: 3.5123, grad_norm: 1.2619 2020-07-28 20:47:11,182 - mmaction - INFO - Epoch [73][180/940] lr: 2.618e-01, eta: 1 day, 3:36:18, time: 0.973, data_time: 0.002, memory: 5015, top1_acc: 0.2516, top5_acc: 0.4945, loss_cls: 3.5163, loss: 3.5163, grad_norm: 1.2850 2020-07-28 20:47:30,654 - mmaction - INFO - Epoch [73][200/940] lr: 2.618e-01, eta: 1 day, 3:35:58, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2559, top5_acc: 0.4850, loss_cls: 3.5526, loss: 3.5526, grad_norm: 1.2467 2020-07-28 20:47:50,819 - mmaction - INFO - Epoch [73][220/940] lr: 2.618e-01, eta: 1 day, 3:35:39, time: 1.009, data_time: 0.005, memory: 5015, top1_acc: 0.2523, top5_acc: 0.4807, loss_cls: 3.5555, loss: 3.5555, grad_norm: 1.2169 2020-07-28 20:48:09,742 - mmaction - INFO - Epoch [73][240/940] lr: 2.618e-01, eta: 1 day, 3:35:19, time: 0.946, data_time: 0.002, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4932, loss_cls: 3.5212, loss: 3.5212, grad_norm: 1.2365 2020-07-28 20:48:28,979 - mmaction - INFO - Epoch [73][260/940] lr: 2.618e-01, eta: 1 day, 3:34:58, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2664, top5_acc: 0.5135, loss_cls: 3.4370, loss: 3.4370, grad_norm: 1.2598 2020-07-28 20:48:49,163 - mmaction - INFO - Epoch [73][280/940] lr: 2.618e-01, eta: 1 day, 3:34:40, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.2537, top5_acc: 0.4996, loss_cls: 3.5420, loss: 3.5420, grad_norm: 1.2606 2020-07-28 20:49:08,446 - mmaction - INFO - Epoch [73][300/940] lr: 2.618e-01, eta: 1 day, 3:34:20, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4887, loss_cls: 3.5209, loss: 3.5209, grad_norm: 1.2363 2020-07-28 20:49:28,718 - mmaction - INFO - Epoch [73][320/940] lr: 2.618e-01, eta: 1 day, 3:34:01, time: 1.016, data_time: 0.006, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4996, loss_cls: 3.5096, loss: 3.5096, grad_norm: 1.2397 2020-07-28 20:49:48,513 - mmaction - INFO - Epoch [73][340/940] lr: 2.618e-01, eta: 1 day, 3:33:42, time: 0.988, data_time: 0.004, memory: 5015, top1_acc: 0.2590, top5_acc: 0.5074, loss_cls: 3.4902, loss: 3.4902, grad_norm: 1.2302 2020-07-28 20:50:07,658 - mmaction - INFO - Epoch [73][360/940] lr: 2.618e-01, eta: 1 day, 3:33:21, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2504, top5_acc: 0.4875, loss_cls: 3.5563, loss: 3.5563, grad_norm: 1.2438 2020-07-28 20:50:27,463 - mmaction - INFO - Epoch [73][380/940] lr: 2.618e-01, eta: 1 day, 3:33:02, time: 0.990, data_time: 0.002, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4768, loss_cls: 3.5992, loss: 3.5992, grad_norm: 1.2422 2020-07-28 20:50:46,680 - mmaction - INFO - Epoch [73][400/940] lr: 2.618e-01, eta: 1 day, 3:32:42, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.2527, top5_acc: 0.4986, loss_cls: 3.4961, loss: 3.4961, grad_norm: 1.2467 2020-07-28 20:51:05,989 - mmaction - INFO - Epoch [73][420/940] lr: 2.618e-01, eta: 1 day, 3:32:22, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2531, top5_acc: 0.5004, loss_cls: 3.5578, loss: 3.5578, grad_norm: 1.2400 2020-07-28 20:51:26,270 - mmaction - INFO - Epoch [73][440/940] lr: 2.618e-01, eta: 1 day, 3:32:03, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2621, top5_acc: 0.5066, loss_cls: 3.4728, loss: 3.4728, grad_norm: 1.2298 2020-07-28 20:51:45,650 - mmaction - INFO - Epoch [73][460/940] lr: 2.618e-01, eta: 1 day, 3:31:43, time: 0.969, data_time: 0.002, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4852, loss_cls: 3.5786, loss: 3.5786, grad_norm: 1.2587 2020-07-28 20:52:06,302 - mmaction - INFO - Epoch [73][480/940] lr: 2.618e-01, eta: 1 day, 3:31:25, time: 1.031, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4912, loss_cls: 3.5270, loss: 3.5270, grad_norm: 1.2356 2020-07-28 20:52:26,020 - mmaction - INFO - Epoch [73][500/940] lr: 2.618e-01, eta: 1 day, 3:31:06, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2537, top5_acc: 0.5012, loss_cls: 3.4897, loss: 3.4897, grad_norm: 1.2631 2020-07-28 20:52:46,922 - mmaction - INFO - Epoch [73][520/940] lr: 2.618e-01, eta: 1 day, 3:30:48, time: 1.044, data_time: 0.006, memory: 5015, top1_acc: 0.2662, top5_acc: 0.5041, loss_cls: 3.4843, loss: 3.4843, grad_norm: 1.2427 2020-07-28 20:53:05,872 - mmaction - INFO - Epoch [73][540/940] lr: 2.618e-01, eta: 1 day, 3:30:27, time: 0.949, data_time: 0.006, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4910, loss_cls: 3.5352, loss: 3.5352, grad_norm: 1.2627 2020-07-28 20:53:26,541 - mmaction - INFO - Epoch [73][560/940] lr: 2.618e-01, eta: 1 day, 3:30:09, time: 1.032, data_time: 0.005, memory: 5015, top1_acc: 0.2523, top5_acc: 0.5010, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.2624 2020-07-28 20:53:45,991 - mmaction - INFO - Epoch [73][580/940] lr: 2.618e-01, eta: 1 day, 3:29:49, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2521, top5_acc: 0.4893, loss_cls: 3.5337, loss: 3.5337, grad_norm: 1.2796 2020-07-28 20:54:05,713 - mmaction - INFO - Epoch [73][600/940] lr: 2.618e-01, eta: 1 day, 3:29:30, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4971, loss_cls: 3.5091, loss: 3.5091, grad_norm: 1.2358 2020-07-28 20:54:25,133 - mmaction - INFO - Epoch [73][620/940] lr: 2.618e-01, eta: 1 day, 3:29:10, time: 0.971, data_time: 0.002, memory: 5015, top1_acc: 0.2562, top5_acc: 0.4941, loss_cls: 3.5454, loss: 3.5454, grad_norm: 1.2577 2020-07-28 20:54:44,453 - mmaction - INFO - Epoch [73][640/940] lr: 2.618e-01, eta: 1 day, 3:28:50, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.2410, top5_acc: 0.4766, loss_cls: 3.5761, loss: 3.5761, grad_norm: 1.2185 2020-07-28 20:55:03,598 - mmaction - INFO - Epoch [73][660/940] lr: 2.618e-01, eta: 1 day, 3:28:30, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2543, top5_acc: 0.4949, loss_cls: 3.5202, loss: 3.5202, grad_norm: 1.2462 2020-07-28 20:55:22,888 - mmaction - INFO - Epoch [73][680/940] lr: 2.618e-01, eta: 1 day, 3:28:10, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.2525, top5_acc: 0.4924, loss_cls: 3.5201, loss: 3.5201, grad_norm: 1.2382 2020-07-28 20:55:42,357 - mmaction - INFO - Epoch [73][700/940] lr: 2.618e-01, eta: 1 day, 3:27:50, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2564, top5_acc: 0.5016, loss_cls: 3.4970, loss: 3.4970, grad_norm: 1.2385 2020-07-28 20:56:02,570 - mmaction - INFO - Epoch [73][720/940] lr: 2.618e-01, eta: 1 day, 3:27:31, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4873, loss_cls: 3.5305, loss: 3.5305, grad_norm: 1.2505 2020-07-28 20:56:21,386 - mmaction - INFO - Epoch [73][740/940] lr: 2.618e-01, eta: 1 day, 3:27:10, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2553, top5_acc: 0.4904, loss_cls: 3.5446, loss: 3.5446, grad_norm: 1.2368 2020-07-28 20:56:41,138 - mmaction - INFO - Epoch [73][760/940] lr: 2.618e-01, eta: 1 day, 3:26:51, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4834, loss_cls: 3.5692, loss: 3.5692, grad_norm: 1.2375 2020-07-28 20:57:00,049 - mmaction - INFO - Epoch [73][780/940] lr: 2.618e-01, eta: 1 day, 3:26:30, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2623, top5_acc: 0.4902, loss_cls: 3.5259, loss: 3.5259, grad_norm: 1.2471 2020-07-28 20:57:19,927 - mmaction - INFO - Epoch [73][800/940] lr: 2.618e-01, eta: 1 day, 3:26:11, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4836, loss_cls: 3.5582, loss: 3.5582, grad_norm: 1.2359 2020-07-28 20:57:39,569 - mmaction - INFO - Epoch [73][820/940] lr: 2.618e-01, eta: 1 day, 3:25:51, time: 0.981, data_time: 0.006, memory: 5015, top1_acc: 0.2473, top5_acc: 0.4818, loss_cls: 3.6133, loss: 3.6133, grad_norm: 1.2409 2020-07-28 20:57:58,970 - mmaction - INFO - Epoch [73][840/940] lr: 2.618e-01, eta: 1 day, 3:25:32, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2500, top5_acc: 0.4768, loss_cls: 3.5965, loss: 3.5965, grad_norm: 1.2350 2020-07-28 20:58:19,014 - mmaction - INFO - Epoch [73][860/940] lr: 2.618e-01, eta: 1 day, 3:25:13, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4891, loss_cls: 3.5550, loss: 3.5550, grad_norm: 1.2230 2020-07-28 20:58:39,683 - mmaction - INFO - Epoch [73][880/940] lr: 2.618e-01, eta: 1 day, 3:24:55, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.2494, top5_acc: 0.4838, loss_cls: 3.5357, loss: 3.5357, grad_norm: 1.2355 2020-07-28 20:58:58,618 - mmaction - INFO - Epoch [73][900/940] lr: 2.618e-01, eta: 1 day, 3:24:34, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2424, top5_acc: 0.4908, loss_cls: 3.5787, loss: 3.5787, grad_norm: 1.2399 2020-07-28 20:59:18,022 - mmaction - INFO - Epoch [73][920/940] lr: 2.618e-01, eta: 1 day, 3:24:14, time: 0.972, data_time: 0.006, memory: 5015, top1_acc: 0.2475, top5_acc: 0.4826, loss_cls: 3.5321, loss: 3.5321, grad_norm: 1.2455 2020-07-28 20:59:35,664 - mmaction - INFO - Epoch [73][940/940] lr: 2.618e-01, eta: 1 day, 3:23:51, time: 0.880, data_time: 0.005, memory: 5015, top1_acc: 0.2461, top5_acc: 0.4874, loss_cls: 3.5661, loss: 3.5661, grad_norm: 1.2733 2020-07-28 20:59:35,995 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-07-28 21:00:02,495 - mmaction - INFO - Epoch [74][20/940] lr: 2.585e-01, eta: 1 day, 3:23:38, time: 1.190, data_time: 0.266, memory: 5015, top1_acc: 0.2561, top5_acc: 0.4965, loss_cls: 3.5183, loss: 3.5183, grad_norm: 1.2206 2020-07-28 21:00:26,358 - mmaction - INFO - Epoch [74][40/940] lr: 2.585e-01, eta: 1 day, 3:23:24, time: 1.187, data_time: 0.007, memory: 5015, top1_acc: 0.2430, top5_acc: 0.4879, loss_cls: 3.5840, loss: 3.5840, grad_norm: 1.2538 2020-07-28 21:00:45,001 - mmaction - INFO - Epoch [74][60/940] lr: 2.585e-01, eta: 1 day, 3:23:04, time: 0.939, data_time: 0.020, memory: 5015, top1_acc: 0.2471, top5_acc: 0.4877, loss_cls: 3.5480, loss: 3.5480, grad_norm: 1.2282 2020-07-28 21:01:04,943 - mmaction - INFO - Epoch [74][80/940] lr: 2.585e-01, eta: 1 day, 3:22:44, time: 0.995, data_time: 0.004, memory: 5015, top1_acc: 0.2639, top5_acc: 0.4986, loss_cls: 3.4730, loss: 3.4730, grad_norm: 1.2518 2020-07-28 21:01:24,433 - mmaction - INFO - Epoch [74][100/940] lr: 2.585e-01, eta: 1 day, 3:22:25, time: 0.976, data_time: 0.006, memory: 5015, top1_acc: 0.2451, top5_acc: 0.4912, loss_cls: 3.5291, loss: 3.5291, grad_norm: 1.2477 2020-07-28 21:01:44,391 - mmaction - INFO - Epoch [74][120/940] lr: 2.585e-01, eta: 1 day, 3:22:05, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2523, top5_acc: 0.5082, loss_cls: 3.5011, loss: 3.5011, grad_norm: 1.2721 2020-07-28 21:02:04,862 - mmaction - INFO - Epoch [74][140/940] lr: 2.585e-01, eta: 1 day, 3:21:47, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.2609, top5_acc: 0.5012, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.2394 2020-07-28 21:02:23,748 - mmaction - INFO - Epoch [74][160/940] lr: 2.585e-01, eta: 1 day, 3:21:26, time: 0.942, data_time: 0.004, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4990, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.2546 2020-07-28 21:02:43,401 - mmaction - INFO - Epoch [74][180/940] lr: 2.585e-01, eta: 1 day, 3:21:07, time: 0.985, data_time: 0.005, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4934, loss_cls: 3.5447, loss: 3.5447, grad_norm: 1.2710 2020-07-28 21:03:03,913 - mmaction - INFO - Epoch [74][200/940] lr: 2.585e-01, eta: 1 day, 3:20:49, time: 1.025, data_time: 0.005, memory: 5015, top1_acc: 0.2504, top5_acc: 0.4893, loss_cls: 3.5513, loss: 3.5513, grad_norm: 1.2383 2020-07-28 21:03:22,709 - mmaction - INFO - Epoch [74][220/940] lr: 2.585e-01, eta: 1 day, 3:20:28, time: 0.940, data_time: 0.002, memory: 5015, top1_acc: 0.2549, top5_acc: 0.4961, loss_cls: 3.4998, loss: 3.4998, grad_norm: 1.2514 2020-07-28 21:03:43,184 - mmaction - INFO - Epoch [74][240/940] lr: 2.585e-01, eta: 1 day, 3:20:09, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2568, top5_acc: 0.4938, loss_cls: 3.5185, loss: 3.5185, grad_norm: 1.2468 2020-07-28 21:04:02,918 - mmaction - INFO - Epoch [74][260/940] lr: 2.585e-01, eta: 1 day, 3:19:50, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2666, top5_acc: 0.5137, loss_cls: 3.4428, loss: 3.4428, grad_norm: 1.2389 2020-07-28 21:04:22,697 - mmaction - INFO - Epoch [74][280/940] lr: 2.585e-01, eta: 1 day, 3:19:31, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2521, top5_acc: 0.4994, loss_cls: 3.5377, loss: 3.5377, grad_norm: 1.2557 2020-07-28 21:04:41,493 - mmaction - INFO - Epoch [74][300/940] lr: 2.585e-01, eta: 1 day, 3:19:10, time: 0.941, data_time: 0.005, memory: 5015, top1_acc: 0.2547, top5_acc: 0.4820, loss_cls: 3.5433, loss: 3.5433, grad_norm: 1.2386 2020-07-28 21:05:00,388 - mmaction - INFO - Epoch [74][320/940] lr: 2.585e-01, eta: 1 day, 3:18:49, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2619, top5_acc: 0.5088, loss_cls: 3.4649, loss: 3.4649, grad_norm: 1.2443 2020-07-28 21:05:20,879 - mmaction - INFO - Epoch [74][340/940] lr: 2.585e-01, eta: 1 day, 3:18:31, time: 1.027, data_time: 0.005, memory: 5015, top1_acc: 0.2564, top5_acc: 0.4922, loss_cls: 3.5359, loss: 3.5359, grad_norm: 1.2515 2020-07-28 21:05:40,453 - mmaction - INFO - Epoch [74][360/940] lr: 2.585e-01, eta: 1 day, 3:18:11, time: 0.979, data_time: 0.004, memory: 5015, top1_acc: 0.2572, top5_acc: 0.5018, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.2552 2020-07-28 21:05:59,675 - mmaction - INFO - Epoch [74][380/940] lr: 2.585e-01, eta: 1 day, 3:17:51, time: 0.961, data_time: 0.002, memory: 5015, top1_acc: 0.2623, top5_acc: 0.5070, loss_cls: 3.4771, loss: 3.4771, grad_norm: 1.2639 2020-07-28 21:06:19,746 - mmaction - INFO - Epoch [74][400/940] lr: 2.585e-01, eta: 1 day, 3:17:32, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4936, loss_cls: 3.5384, loss: 3.5384, grad_norm: 1.2672 2020-07-28 21:06:39,483 - mmaction - INFO - Epoch [74][420/940] lr: 2.585e-01, eta: 1 day, 3:17:13, time: 0.989, data_time: 0.005, memory: 5015, top1_acc: 0.2512, top5_acc: 0.4879, loss_cls: 3.5443, loss: 3.5443, grad_norm: 1.2696 2020-07-28 21:06:59,034 - mmaction - INFO - Epoch [74][440/940] lr: 2.585e-01, eta: 1 day, 3:16:53, time: 0.976, data_time: 0.004, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4924, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.2419 2020-07-28 21:07:18,052 - mmaction - INFO - Epoch [74][460/940] lr: 2.585e-01, eta: 1 day, 3:16:32, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2529, top5_acc: 0.4896, loss_cls: 3.5511, loss: 3.5511, grad_norm: 1.2513 2020-07-28 21:07:38,520 - mmaction - INFO - Epoch [74][480/940] lr: 2.585e-01, eta: 1 day, 3:16:14, time: 1.022, data_time: 0.005, memory: 5015, top1_acc: 0.2605, top5_acc: 0.4951, loss_cls: 3.4610, loss: 3.4610, grad_norm: 1.2452 2020-07-28 21:07:57,208 - mmaction - INFO - Epoch [74][500/940] lr: 2.585e-01, eta: 1 day, 3:15:53, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.2437, top5_acc: 0.4807, loss_cls: 3.5680, loss: 3.5680, grad_norm: 1.2381 2020-07-28 21:08:16,447 - mmaction - INFO - Epoch [74][520/940] lr: 2.585e-01, eta: 1 day, 3:15:33, time: 0.961, data_time: 0.006, memory: 5015, top1_acc: 0.2586, top5_acc: 0.4996, loss_cls: 3.4949, loss: 3.4949, grad_norm: 1.2405 2020-07-28 21:08:37,230 - mmaction - INFO - Epoch [74][540/940] lr: 2.585e-01, eta: 1 day, 3:15:15, time: 1.041, data_time: 0.005, memory: 5015, top1_acc: 0.2420, top5_acc: 0.4854, loss_cls: 3.5215, loss: 3.5215, grad_norm: 1.3055 2020-07-28 21:08:57,227 - mmaction - INFO - Epoch [74][560/940] lr: 2.585e-01, eta: 1 day, 3:14:56, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2500, top5_acc: 0.4943, loss_cls: 3.5252, loss: 3.5252, grad_norm: 1.2503 2020-07-28 21:09:16,995 - mmaction - INFO - Epoch [74][580/940] lr: 2.585e-01, eta: 1 day, 3:14:36, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4908, loss_cls: 3.5292, loss: 3.5292, grad_norm: 1.2332 2020-07-28 21:09:36,436 - mmaction - INFO - Epoch [74][600/940] lr: 2.585e-01, eta: 1 day, 3:14:17, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.2576, top5_acc: 0.5020, loss_cls: 3.5093, loss: 3.5093, grad_norm: 1.2597 2020-07-28 21:09:56,148 - mmaction - INFO - Epoch [74][620/940] lr: 2.585e-01, eta: 1 day, 3:13:57, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2512, top5_acc: 0.5010, loss_cls: 3.5080, loss: 3.5080, grad_norm: 1.3070 2020-07-28 21:10:15,900 - mmaction - INFO - Epoch [74][640/940] lr: 2.585e-01, eta: 1 day, 3:13:38, time: 0.987, data_time: 0.002, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4994, loss_cls: 3.4873, loss: 3.4873, grad_norm: 1.2928 2020-07-28 21:10:35,260 - mmaction - INFO - Epoch [74][660/940] lr: 2.585e-01, eta: 1 day, 3:13:18, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2502, top5_acc: 0.4887, loss_cls: 3.5483, loss: 3.5483, grad_norm: 1.2718 2020-07-28 21:10:54,882 - mmaction - INFO - Epoch [74][680/940] lr: 2.585e-01, eta: 1 day, 3:12:58, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4840, loss_cls: 3.5501, loss: 3.5501, grad_norm: 1.2794 2020-07-28 21:11:14,630 - mmaction - INFO - Epoch [74][700/940] lr: 2.585e-01, eta: 1 day, 3:12:39, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4943, loss_cls: 3.5090, loss: 3.5090, grad_norm: 1.2458 2020-07-28 21:11:36,157 - mmaction - INFO - Epoch [74][720/940] lr: 2.585e-01, eta: 1 day, 3:12:22, time: 1.078, data_time: 0.005, memory: 5015, top1_acc: 0.2346, top5_acc: 0.4682, loss_cls: 3.6128, loss: 3.6128, grad_norm: 1.2730 2020-07-28 21:11:56,239 - mmaction - INFO - Epoch [74][740/940] lr: 2.585e-01, eta: 1 day, 3:12:03, time: 1.003, data_time: 0.005, memory: 5015, top1_acc: 0.2584, top5_acc: 0.4998, loss_cls: 3.4782, loss: 3.4782, grad_norm: 1.2410 2020-07-28 21:12:15,422 - mmaction - INFO - Epoch [74][760/940] lr: 2.585e-01, eta: 1 day, 3:11:43, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2578, top5_acc: 0.4896, loss_cls: 3.5198, loss: 3.5198, grad_norm: 1.2658 2020-07-28 21:12:34,621 - mmaction - INFO - Epoch [74][780/940] lr: 2.585e-01, eta: 1 day, 3:11:22, time: 0.960, data_time: 0.005, memory: 5015, top1_acc: 0.2600, top5_acc: 0.5053, loss_cls: 3.4682, loss: 3.4682, grad_norm: 1.2450 2020-07-28 21:12:54,565 - mmaction - INFO - Epoch [74][800/940] lr: 2.585e-01, eta: 1 day, 3:11:03, time: 0.998, data_time: 0.002, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4918, loss_cls: 3.5378, loss: 3.5378, grad_norm: 1.2732 2020-07-28 21:13:14,843 - mmaction - INFO - Epoch [74][820/940] lr: 2.585e-01, eta: 1 day, 3:10:45, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2537, top5_acc: 0.4924, loss_cls: 3.5477, loss: 3.5477, grad_norm: 1.2720 2020-07-28 21:13:34,376 - mmaction - INFO - Epoch [74][840/940] lr: 2.585e-01, eta: 1 day, 3:10:25, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2596, top5_acc: 0.5064, loss_cls: 3.4850, loss: 3.4850, grad_norm: 1.2426 2020-07-28 21:13:54,158 - mmaction - INFO - Epoch [74][860/940] lr: 2.585e-01, eta: 1 day, 3:10:05, time: 0.989, data_time: 0.002, memory: 5015, top1_acc: 0.2572, top5_acc: 0.4988, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.2416 2020-07-28 21:14:13,663 - mmaction - INFO - Epoch [74][880/940] lr: 2.585e-01, eta: 1 day, 3:09:46, time: 0.974, data_time: 0.006, memory: 5015, top1_acc: 0.2445, top5_acc: 0.4957, loss_cls: 3.5169, loss: 3.5169, grad_norm: 1.2656 2020-07-28 21:14:32,493 - mmaction - INFO - Epoch [74][900/940] lr: 2.585e-01, eta: 1 day, 3:09:25, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.5008, loss_cls: 3.5188, loss: 3.5188, grad_norm: 1.2675 2020-07-28 21:14:52,044 - mmaction - INFO - Epoch [74][920/940] lr: 2.585e-01, eta: 1 day, 3:09:05, time: 0.976, data_time: 0.006, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4869, loss_cls: 3.5419, loss: 3.5419, grad_norm: 1.2388 2020-07-28 21:15:10,131 - mmaction - INFO - Epoch [74][940/940] lr: 2.585e-01, eta: 1 day, 3:08:43, time: 0.906, data_time: 0.005, memory: 5015, top1_acc: 0.2603, top5_acc: 0.4909, loss_cls: 3.5166, loss: 3.5166, grad_norm: 1.2789 2020-07-28 21:15:10,451 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-07-28 21:15:40,080 - mmaction - INFO - Epoch [75][20/940] lr: 2.551e-01, eta: 1 day, 3:08:32, time: 1.280, data_time: 0.338, memory: 5015, top1_acc: 0.2668, top5_acc: 0.5100, loss_cls: 3.4571, loss: 3.4571, grad_norm: 1.2646 2020-07-28 21:15:59,420 - mmaction - INFO - Epoch [75][40/940] lr: 2.551e-01, eta: 1 day, 3:08:12, time: 0.967, data_time: 0.002, memory: 5015, top1_acc: 0.2574, top5_acc: 0.4965, loss_cls: 3.4995, loss: 3.4995, grad_norm: 1.2567 2020-07-28 21:16:18,704 - mmaction - INFO - Epoch [75][60/940] lr: 2.551e-01, eta: 1 day, 3:07:52, time: 0.962, data_time: 0.004, memory: 5015, top1_acc: 0.2678, top5_acc: 0.5045, loss_cls: 3.4682, loss: 3.4682, grad_norm: 1.2839 2020-07-28 21:16:37,798 - mmaction - INFO - Epoch [75][80/940] lr: 2.551e-01, eta: 1 day, 3:07:32, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4980, loss_cls: 3.5081, loss: 3.5081, grad_norm: 1.2790 2020-07-28 21:16:56,684 - mmaction - INFO - Epoch [75][100/940] lr: 2.551e-01, eta: 1 day, 3:07:11, time: 0.943, data_time: 0.005, memory: 5015, top1_acc: 0.2598, top5_acc: 0.5000, loss_cls: 3.5015, loss: 3.5015, grad_norm: 1.2690 2020-07-28 21:17:16,744 - mmaction - INFO - Epoch [75][120/940] lr: 2.551e-01, eta: 1 day, 3:06:52, time: 1.005, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4924, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.2609 2020-07-28 21:17:36,720 - mmaction - INFO - Epoch [75][140/940] lr: 2.551e-01, eta: 1 day, 3:06:33, time: 0.997, data_time: 0.005, memory: 5015, top1_acc: 0.2645, top5_acc: 0.4998, loss_cls: 3.4947, loss: 3.4947, grad_norm: 1.2684 2020-07-28 21:17:56,204 - mmaction - INFO - Epoch [75][160/940] lr: 2.551e-01, eta: 1 day, 3:06:13, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2541, top5_acc: 0.4947, loss_cls: 3.4953, loss: 3.4953, grad_norm: 1.2601 2020-07-28 21:18:16,192 - mmaction - INFO - Epoch [75][180/940] lr: 2.551e-01, eta: 1 day, 3:05:54, time: 0.998, data_time: 0.005, memory: 5015, top1_acc: 0.2586, top5_acc: 0.5068, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.3085 2020-07-28 21:18:35,515 - mmaction - INFO - Epoch [75][200/940] lr: 2.551e-01, eta: 1 day, 3:05:34, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4900, loss_cls: 3.5662, loss: 3.5662, grad_norm: 1.2690 2020-07-28 21:18:55,808 - mmaction - INFO - Epoch [75][220/940] lr: 2.551e-01, eta: 1 day, 3:05:16, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2559, top5_acc: 0.4938, loss_cls: 3.5205, loss: 3.5205, grad_norm: 1.2673 2020-07-28 21:19:14,668 - mmaction - INFO - Epoch [75][240/940] lr: 2.551e-01, eta: 1 day, 3:04:55, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2520, top5_acc: 0.4881, loss_cls: 3.5361, loss: 3.5361, grad_norm: 1.2819 2020-07-28 21:19:34,302 - mmaction - INFO - Epoch [75][260/940] lr: 2.551e-01, eta: 1 day, 3:04:35, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4982, loss_cls: 3.5044, loss: 3.5044, grad_norm: 1.2610 2020-07-28 21:19:53,797 - mmaction - INFO - Epoch [75][280/940] lr: 2.551e-01, eta: 1 day, 3:04:16, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2580, top5_acc: 0.4971, loss_cls: 3.5192, loss: 3.5192, grad_norm: 1.2660 2020-07-28 21:20:13,702 - mmaction - INFO - Epoch [75][300/940] lr: 2.551e-01, eta: 1 day, 3:03:56, time: 0.994, data_time: 0.005, memory: 5015, top1_acc: 0.2666, top5_acc: 0.5018, loss_cls: 3.4826, loss: 3.4826, grad_norm: 1.2452 2020-07-28 21:20:33,179 - mmaction - INFO - Epoch [75][320/940] lr: 2.551e-01, eta: 1 day, 3:03:36, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2531, top5_acc: 0.4996, loss_cls: 3.5081, loss: 3.5081, grad_norm: 1.2679 2020-07-28 21:20:52,123 - mmaction - INFO - Epoch [75][340/940] lr: 2.551e-01, eta: 1 day, 3:03:16, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2555, top5_acc: 0.4893, loss_cls: 3.5226, loss: 3.5226, grad_norm: 1.2723 2020-07-28 21:21:11,338 - mmaction - INFO - Epoch [75][360/940] lr: 2.551e-01, eta: 1 day, 3:02:56, time: 0.962, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4963, loss_cls: 3.5258, loss: 3.5258, grad_norm: 1.2650 2020-07-28 21:21:30,454 - mmaction - INFO - Epoch [75][380/940] lr: 2.551e-01, eta: 1 day, 3:02:35, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2570, top5_acc: 0.5018, loss_cls: 3.5081, loss: 3.5081, grad_norm: 1.2566 2020-07-28 21:21:49,939 - mmaction - INFO - Epoch [75][400/940] lr: 2.551e-01, eta: 1 day, 3:02:16, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2598, top5_acc: 0.4982, loss_cls: 3.5024, loss: 3.5024, grad_norm: 1.2727 2020-07-28 21:22:09,509 - mmaction - INFO - Epoch [75][420/940] lr: 2.551e-01, eta: 1 day, 3:01:56, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2568, top5_acc: 0.4959, loss_cls: 3.4747, loss: 3.4747, grad_norm: 1.2723 2020-07-28 21:22:29,341 - mmaction - INFO - Epoch [75][440/940] lr: 2.551e-01, eta: 1 day, 3:01:37, time: 0.995, data_time: 0.007, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4900, loss_cls: 3.5269, loss: 3.5269, grad_norm: 1.2598 2020-07-28 21:22:48,286 - mmaction - INFO - Epoch [75][460/940] lr: 2.551e-01, eta: 1 day, 3:01:16, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2672, top5_acc: 0.4988, loss_cls: 3.4944, loss: 3.4944, grad_norm: 1.2747 2020-07-28 21:23:06,963 - mmaction - INFO - Epoch [75][480/940] lr: 2.551e-01, eta: 1 day, 3:00:55, time: 0.935, data_time: 0.005, memory: 5015, top1_acc: 0.2504, top5_acc: 0.4834, loss_cls: 3.5583, loss: 3.5583, grad_norm: 1.2828 2020-07-28 21:23:26,472 - mmaction - INFO - Epoch [75][500/940] lr: 2.551e-01, eta: 1 day, 3:00:35, time: 0.975, data_time: 0.005, memory: 5015, top1_acc: 0.2414, top5_acc: 0.4904, loss_cls: 3.5537, loss: 3.5537, grad_norm: 1.2502 2020-07-28 21:23:46,460 - mmaction - INFO - Epoch [75][520/940] lr: 2.551e-01, eta: 1 day, 3:00:16, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2604, top5_acc: 0.5018, loss_cls: 3.4854, loss: 3.4854, grad_norm: 1.2571 2020-07-28 21:24:05,785 - mmaction - INFO - Epoch [75][540/940] lr: 2.551e-01, eta: 1 day, 2:59:56, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2512, top5_acc: 0.4961, loss_cls: 3.5148, loss: 3.5148, grad_norm: 1.2325 2020-07-28 21:24:25,281 - mmaction - INFO - Epoch [75][560/940] lr: 2.551e-01, eta: 1 day, 2:59:36, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.2553, top5_acc: 0.4893, loss_cls: 3.5255, loss: 3.5255, grad_norm: 1.2847 2020-07-28 21:24:45,134 - mmaction - INFO - Epoch [75][580/940] lr: 2.551e-01, eta: 1 day, 2:59:17, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2574, top5_acc: 0.4867, loss_cls: 3.5455, loss: 3.5455, grad_norm: 1.2657 2020-07-28 21:25:05,232 - mmaction - INFO - Epoch [75][600/940] lr: 2.551e-01, eta: 1 day, 2:58:58, time: 1.006, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4887, loss_cls: 3.5325, loss: 3.5325, grad_norm: 1.2375 2020-07-28 21:25:24,367 - mmaction - INFO - Epoch [75][620/940] lr: 2.551e-01, eta: 1 day, 2:58:38, time: 0.956, data_time: 0.002, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4932, loss_cls: 3.5313, loss: 3.5313, grad_norm: 1.2904 2020-07-28 21:25:44,095 - mmaction - INFO - Epoch [75][640/940] lr: 2.551e-01, eta: 1 day, 2:58:18, time: 0.987, data_time: 0.002, memory: 5015, top1_acc: 0.2691, top5_acc: 0.5193, loss_cls: 3.4239, loss: 3.4239, grad_norm: 1.2667 2020-07-28 21:26:03,458 - mmaction - INFO - Epoch [75][660/940] lr: 2.551e-01, eta: 1 day, 2:57:58, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2625, top5_acc: 0.5049, loss_cls: 3.5023, loss: 3.5023, grad_norm: 1.2488 2020-07-28 21:26:22,868 - mmaction - INFO - Epoch [75][680/940] lr: 2.551e-01, eta: 1 day, 2:57:39, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4957, loss_cls: 3.5181, loss: 3.5181, grad_norm: 1.2419 2020-07-28 21:26:43,126 - mmaction - INFO - Epoch [75][700/940] lr: 2.551e-01, eta: 1 day, 2:57:20, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2551, top5_acc: 0.5018, loss_cls: 3.4854, loss: 3.4854, grad_norm: 1.2826 2020-07-28 21:27:01,764 - mmaction - INFO - Epoch [75][720/940] lr: 2.551e-01, eta: 1 day, 2:56:59, time: 0.933, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4863, loss_cls: 3.5537, loss: 3.5537, grad_norm: 1.2480 2020-07-28 21:27:20,768 - mmaction - INFO - Epoch [75][740/940] lr: 2.551e-01, eta: 1 day, 2:56:38, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2549, top5_acc: 0.4951, loss_cls: 3.5357, loss: 3.5357, grad_norm: 1.2624 2020-07-28 21:27:40,262 - mmaction - INFO - Epoch [75][760/940] lr: 2.551e-01, eta: 1 day, 2:56:19, time: 0.977, data_time: 0.006, memory: 5015, top1_acc: 0.2629, top5_acc: 0.5010, loss_cls: 3.5025, loss: 3.5025, grad_norm: 1.2614 2020-07-28 21:28:00,044 - mmaction - INFO - Epoch [75][780/940] lr: 2.551e-01, eta: 1 day, 2:55:59, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2459, top5_acc: 0.4947, loss_cls: 3.5447, loss: 3.5447, grad_norm: 1.2480 2020-07-28 21:28:21,454 - mmaction - INFO - Epoch [75][800/940] lr: 2.551e-01, eta: 1 day, 2:55:42, time: 1.072, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4811, loss_cls: 3.5753, loss: 3.5753, grad_norm: 1.2592 2020-07-28 21:28:41,170 - mmaction - INFO - Epoch [75][820/940] lr: 2.551e-01, eta: 1 day, 2:55:23, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2549, top5_acc: 0.4910, loss_cls: 3.5096, loss: 3.5096, grad_norm: 1.2333 2020-07-28 21:29:00,520 - mmaction - INFO - Epoch [75][840/940] lr: 2.551e-01, eta: 1 day, 2:55:03, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2668, top5_acc: 0.4932, loss_cls: 3.4881, loss: 3.4881, grad_norm: 1.2679 2020-07-28 21:29:19,525 - mmaction - INFO - Epoch [75][860/940] lr: 2.551e-01, eta: 1 day, 2:54:42, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4955, loss_cls: 3.5484, loss: 3.5484, grad_norm: 1.2682 2020-07-28 21:29:40,920 - mmaction - INFO - Epoch [75][880/940] lr: 2.551e-01, eta: 1 day, 2:54:25, time: 1.071, data_time: 0.005, memory: 5015, top1_acc: 0.2467, top5_acc: 0.4840, loss_cls: 3.5547, loss: 3.5547, grad_norm: 1.2393 2020-07-28 21:30:00,384 - mmaction - INFO - Epoch [75][900/940] lr: 2.551e-01, eta: 1 day, 2:54:05, time: 0.971, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4912, loss_cls: 3.5410, loss: 3.5410, grad_norm: 1.2504 2020-07-28 21:30:20,173 - mmaction - INFO - Epoch [75][920/940] lr: 2.551e-01, eta: 1 day, 2:53:46, time: 0.992, data_time: 0.006, memory: 5015, top1_acc: 0.2547, top5_acc: 0.5078, loss_cls: 3.4961, loss: 3.4961, grad_norm: 1.2369 2020-07-28 21:30:38,089 - mmaction - INFO - Epoch [75][940/940] lr: 2.551e-01, eta: 1 day, 2:53:24, time: 0.894, data_time: 0.004, memory: 5015, top1_acc: 0.2593, top5_acc: 0.4911, loss_cls: 3.5144, loss: 3.5144, grad_norm: 1.2778 2020-07-28 21:30:38,404 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-28 21:31:05,073 - mmaction - INFO - Epoch [76][20/940] lr: 2.518e-01, eta: 1 day, 2:53:11, time: 1.216, data_time: 0.278, memory: 5015, top1_acc: 0.2703, top5_acc: 0.5039, loss_cls: 3.4486, loss: 3.4486, grad_norm: 1.2803 2020-07-28 21:31:23,154 - mmaction - INFO - Epoch [76][40/940] lr: 2.518e-01, eta: 1 day, 2:52:49, time: 0.902, data_time: 0.004, memory: 5015, top1_acc: 0.2512, top5_acc: 0.4955, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2935 2020-07-28 21:31:42,391 - mmaction - INFO - Epoch [76][60/940] lr: 2.518e-01, eta: 1 day, 2:52:29, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4963, loss_cls: 3.4938, loss: 3.4938, grad_norm: 1.2869 2020-07-28 21:32:02,303 - mmaction - INFO - Epoch [76][80/940] lr: 2.518e-01, eta: 1 day, 2:52:10, time: 0.994, data_time: 0.006, memory: 5015, top1_acc: 0.2566, top5_acc: 0.4898, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.2204 2020-07-28 21:32:22,527 - mmaction - INFO - Epoch [76][100/940] lr: 2.518e-01, eta: 1 day, 2:51:51, time: 1.013, data_time: 0.005, memory: 5015, top1_acc: 0.2584, top5_acc: 0.4887, loss_cls: 3.5053, loss: 3.5053, grad_norm: 1.2424 2020-07-28 21:32:41,969 - mmaction - INFO - Epoch [76][120/940] lr: 2.518e-01, eta: 1 day, 2:51:31, time: 0.972, data_time: 0.002, memory: 5015, top1_acc: 0.2480, top5_acc: 0.4916, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.2740 2020-07-28 21:33:01,604 - mmaction - INFO - Epoch [76][140/940] lr: 2.518e-01, eta: 1 day, 2:51:11, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4936, loss_cls: 3.5312, loss: 3.5312, grad_norm: 1.2557 2020-07-28 21:33:21,158 - mmaction - INFO - Epoch [76][160/940] lr: 2.518e-01, eta: 1 day, 2:50:52, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2559, top5_acc: 0.5020, loss_cls: 3.4970, loss: 3.4970, grad_norm: 1.2624 2020-07-28 21:33:39,998 - mmaction - INFO - Epoch [76][180/940] lr: 2.518e-01, eta: 1 day, 2:50:31, time: 0.942, data_time: 0.004, memory: 5015, top1_acc: 0.2457, top5_acc: 0.5014, loss_cls: 3.5080, loss: 3.5080, grad_norm: 1.2590 2020-07-28 21:33:58,975 - mmaction - INFO - Epoch [76][200/940] lr: 2.518e-01, eta: 1 day, 2:50:11, time: 0.949, data_time: 0.002, memory: 5015, top1_acc: 0.2598, top5_acc: 0.5008, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.2894 2020-07-28 21:34:17,691 - mmaction - INFO - Epoch [76][220/940] lr: 2.518e-01, eta: 1 day, 2:49:50, time: 0.934, data_time: 0.005, memory: 5015, top1_acc: 0.2516, top5_acc: 0.5053, loss_cls: 3.4834, loss: 3.4834, grad_norm: 1.2533 2020-07-28 21:34:37,495 - mmaction - INFO - Epoch [76][240/940] lr: 2.518e-01, eta: 1 day, 2:49:30, time: 0.992, data_time: 0.005, memory: 5015, top1_acc: 0.2607, top5_acc: 0.5049, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.2787 2020-07-28 21:34:57,751 - mmaction - INFO - Epoch [76][260/940] lr: 2.518e-01, eta: 1 day, 2:49:12, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2553, top5_acc: 0.4996, loss_cls: 3.4808, loss: 3.4808, grad_norm: 1.2430 2020-07-28 21:35:16,609 - mmaction - INFO - Epoch [76][280/940] lr: 2.518e-01, eta: 1 day, 2:48:51, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2572, top5_acc: 0.4877, loss_cls: 3.5196, loss: 3.5196, grad_norm: 1.2547 2020-07-28 21:35:36,354 - mmaction - INFO - Epoch [76][300/940] lr: 2.518e-01, eta: 1 day, 2:48:31, time: 0.985, data_time: 0.004, memory: 5015, top1_acc: 0.2730, top5_acc: 0.5184, loss_cls: 3.4062, loss: 3.4062, grad_norm: 1.2648 2020-07-28 21:35:56,240 - mmaction - INFO - Epoch [76][320/940] lr: 2.518e-01, eta: 1 day, 2:48:12, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2506, top5_acc: 0.4805, loss_cls: 3.5631, loss: 3.5631, grad_norm: 1.2872 2020-07-28 21:36:15,858 - mmaction - INFO - Epoch [76][340/940] lr: 2.518e-01, eta: 1 day, 2:47:53, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2621, top5_acc: 0.5082, loss_cls: 3.4932, loss: 3.4932, grad_norm: 1.2421 2020-07-28 21:36:35,468 - mmaction - INFO - Epoch [76][360/940] lr: 2.518e-01, eta: 1 day, 2:47:33, time: 0.982, data_time: 0.006, memory: 5015, top1_acc: 0.2584, top5_acc: 0.5090, loss_cls: 3.4730, loss: 3.4730, grad_norm: 1.2933 2020-07-28 21:36:56,100 - mmaction - INFO - Epoch [76][380/940] lr: 2.518e-01, eta: 1 day, 2:47:15, time: 1.030, data_time: 0.005, memory: 5015, top1_acc: 0.2553, top5_acc: 0.4996, loss_cls: 3.4873, loss: 3.4873, grad_norm: 1.3075 2020-07-28 21:37:14,949 - mmaction - INFO - Epoch [76][400/940] lr: 2.518e-01, eta: 1 day, 2:46:54, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2518, top5_acc: 0.4953, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.2699 2020-07-28 21:37:34,103 - mmaction - INFO - Epoch [76][420/940] lr: 2.518e-01, eta: 1 day, 2:46:34, time: 0.956, data_time: 0.004, memory: 5015, top1_acc: 0.2529, top5_acc: 0.4932, loss_cls: 3.5422, loss: 3.5422, grad_norm: 1.2867 2020-07-28 21:37:54,826 - mmaction - INFO - Epoch [76][440/940] lr: 2.518e-01, eta: 1 day, 2:46:16, time: 1.038, data_time: 0.005, memory: 5015, top1_acc: 0.2543, top5_acc: 0.4900, loss_cls: 3.5395, loss: 3.5395, grad_norm: 1.2597 2020-07-28 21:38:14,148 - mmaction - INFO - Epoch [76][460/940] lr: 2.518e-01, eta: 1 day, 2:45:56, time: 0.965, data_time: 0.006, memory: 5015, top1_acc: 0.2602, top5_acc: 0.4896, loss_cls: 3.5238, loss: 3.5238, grad_norm: 1.2940 2020-07-28 21:38:33,037 - mmaction - INFO - Epoch [76][480/940] lr: 2.518e-01, eta: 1 day, 2:45:35, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4938, loss_cls: 3.5308, loss: 3.5308, grad_norm: 1.2691 2020-07-28 21:38:53,757 - mmaction - INFO - Epoch [76][500/940] lr: 2.518e-01, eta: 1 day, 2:45:17, time: 1.035, data_time: 0.005, memory: 5015, top1_acc: 0.2502, top5_acc: 0.4957, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.2623 2020-07-28 21:39:13,178 - mmaction - INFO - Epoch [76][520/940] lr: 2.518e-01, eta: 1 day, 2:44:57, time: 0.973, data_time: 0.005, memory: 5015, top1_acc: 0.2568, top5_acc: 0.5000, loss_cls: 3.4849, loss: 3.4849, grad_norm: 1.2624 2020-07-28 21:39:32,838 - mmaction - INFO - Epoch [76][540/940] lr: 2.518e-01, eta: 1 day, 2:44:38, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4998, loss_cls: 3.5030, loss: 3.5030, grad_norm: 1.2839 2020-07-28 21:39:51,732 - mmaction - INFO - Epoch [76][560/940] lr: 2.518e-01, eta: 1 day, 2:44:17, time: 0.946, data_time: 0.005, memory: 5015, top1_acc: 0.2598, top5_acc: 0.5066, loss_cls: 3.5056, loss: 3.5056, grad_norm: 1.2811 2020-07-28 21:40:11,167 - mmaction - INFO - Epoch [76][580/940] lr: 2.518e-01, eta: 1 day, 2:43:57, time: 0.972, data_time: 0.005, memory: 5015, top1_acc: 0.2607, top5_acc: 0.4979, loss_cls: 3.5110, loss: 3.5110, grad_norm: 1.2484 2020-07-28 21:40:31,071 - mmaction - INFO - Epoch [76][600/940] lr: 2.518e-01, eta: 1 day, 2:43:38, time: 0.995, data_time: 0.002, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4947, loss_cls: 3.5360, loss: 3.5360, grad_norm: 1.2499 2020-07-28 21:40:51,088 - mmaction - INFO - Epoch [76][620/940] lr: 2.518e-01, eta: 1 day, 2:43:19, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2475, top5_acc: 0.4896, loss_cls: 3.5098, loss: 3.5098, grad_norm: 1.2807 2020-07-28 21:41:09,899 - mmaction - INFO - Epoch [76][640/940] lr: 2.518e-01, eta: 1 day, 2:42:58, time: 0.941, data_time: 0.002, memory: 5015, top1_acc: 0.2543, top5_acc: 0.4945, loss_cls: 3.4995, loss: 3.4995, grad_norm: 1.2616 2020-07-28 21:41:29,695 - mmaction - INFO - Epoch [76][660/940] lr: 2.518e-01, eta: 1 day, 2:42:39, time: 0.990, data_time: 0.006, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4934, loss_cls: 3.5265, loss: 3.5265, grad_norm: 1.2824 2020-07-28 21:41:50,119 - mmaction - INFO - Epoch [76][680/940] lr: 2.518e-01, eta: 1 day, 2:42:20, time: 1.021, data_time: 0.002, memory: 5015, top1_acc: 0.2623, top5_acc: 0.5049, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.2837 2020-07-28 21:42:09,526 - mmaction - INFO - Epoch [76][700/940] lr: 2.518e-01, eta: 1 day, 2:42:00, time: 0.968, data_time: 0.006, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4998, loss_cls: 3.4873, loss: 3.4873, grad_norm: 1.2570 2020-07-28 21:42:29,295 - mmaction - INFO - Epoch [76][720/940] lr: 2.518e-01, eta: 1 day, 2:41:41, time: 0.991, data_time: 0.005, memory: 5015, top1_acc: 0.2561, top5_acc: 0.5006, loss_cls: 3.5386, loss: 3.5386, grad_norm: 1.2704 2020-07-28 21:42:47,951 - mmaction - INFO - Epoch [76][740/940] lr: 2.518e-01, eta: 1 day, 2:41:20, time: 0.933, data_time: 0.006, memory: 5015, top1_acc: 0.2559, top5_acc: 0.4934, loss_cls: 3.5295, loss: 3.5295, grad_norm: 1.2371 2020-07-28 21:43:08,349 - mmaction - INFO - Epoch [76][760/940] lr: 2.518e-01, eta: 1 day, 2:41:01, time: 1.020, data_time: 0.002, memory: 5015, top1_acc: 0.2572, top5_acc: 0.4953, loss_cls: 3.5081, loss: 3.5081, grad_norm: 1.2975 2020-07-28 21:43:27,408 - mmaction - INFO - Epoch [76][780/940] lr: 2.518e-01, eta: 1 day, 2:40:41, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2633, top5_acc: 0.5020, loss_cls: 3.4863, loss: 3.4863, grad_norm: 1.2525 2020-07-28 21:43:47,173 - mmaction - INFO - Epoch [76][800/940] lr: 2.518e-01, eta: 1 day, 2:40:22, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2555, top5_acc: 0.4871, loss_cls: 3.5390, loss: 3.5390, grad_norm: 1.2859 2020-07-28 21:44:06,158 - mmaction - INFO - Epoch [76][820/940] lr: 2.518e-01, eta: 1 day, 2:40:01, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2633, top5_acc: 0.5061, loss_cls: 3.4787, loss: 3.4787, grad_norm: 1.2801 2020-07-28 21:44:25,836 - mmaction - INFO - Epoch [76][840/940] lr: 2.518e-01, eta: 1 day, 2:39:42, time: 0.986, data_time: 0.005, memory: 5015, top1_acc: 0.2428, top5_acc: 0.4896, loss_cls: 3.5703, loss: 3.5703, grad_norm: 1.2616 2020-07-28 21:44:44,763 - mmaction - INFO - Epoch [76][860/940] lr: 2.518e-01, eta: 1 day, 2:39:21, time: 0.945, data_time: 0.005, memory: 5015, top1_acc: 0.2576, top5_acc: 0.4959, loss_cls: 3.4921, loss: 3.4921, grad_norm: 1.2529 2020-07-28 21:45:05,076 - mmaction - INFO - Epoch [76][880/940] lr: 2.518e-01, eta: 1 day, 2:39:02, time: 1.017, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4947, loss_cls: 3.5322, loss: 3.5322, grad_norm: 1.2761 2020-07-28 21:45:24,347 - mmaction - INFO - Epoch [76][900/940] lr: 2.518e-01, eta: 1 day, 2:38:42, time: 0.964, data_time: 0.002, memory: 5015, top1_acc: 0.2553, top5_acc: 0.5041, loss_cls: 3.4737, loss: 3.4737, grad_norm: 1.2874 2020-07-28 21:45:44,787 - mmaction - INFO - Epoch [76][920/940] lr: 2.518e-01, eta: 1 day, 2:38:24, time: 1.020, data_time: 0.005, memory: 5015, top1_acc: 0.2574, top5_acc: 0.4844, loss_cls: 3.5468, loss: 3.5468, grad_norm: 1.2555 2020-07-28 21:46:02,673 - mmaction - INFO - Epoch [76][940/940] lr: 2.518e-01, eta: 1 day, 2:38:02, time: 0.896, data_time: 0.005, memory: 5015, top1_acc: 0.2565, top5_acc: 0.4990, loss_cls: 3.5202, loss: 3.5202, grad_norm: 1.2847 2020-07-28 21:46:02,922 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-28 21:46:29,266 - mmaction - INFO - Epoch [77][20/940] lr: 2.484e-01, eta: 1 day, 2:37:49, time: 1.222, data_time: 0.303, memory: 5015, top1_acc: 0.2531, top5_acc: 0.5016, loss_cls: 3.4968, loss: 3.4968, grad_norm: 1.2807 2020-07-28 21:46:48,367 - mmaction - INFO - Epoch [77][40/940] lr: 2.484e-01, eta: 1 day, 2:37:29, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2590, top5_acc: 0.4961, loss_cls: 3.4869, loss: 3.4869, grad_norm: 1.2656 2020-07-28 21:47:07,061 - mmaction - INFO - Epoch [77][60/940] lr: 2.484e-01, eta: 1 day, 2:37:08, time: 0.934, data_time: 0.002, memory: 5015, top1_acc: 0.2623, top5_acc: 0.5025, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.2497 2020-07-28 21:47:28,374 - mmaction - INFO - Epoch [77][80/940] lr: 2.484e-01, eta: 1 day, 2:36:50, time: 1.064, data_time: 0.005, memory: 5015, top1_acc: 0.2686, top5_acc: 0.5137, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.2980 2020-07-28 21:47:47,748 - mmaction - INFO - Epoch [77][100/940] lr: 2.484e-01, eta: 1 day, 2:36:30, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2662, top5_acc: 0.5057, loss_cls: 3.4669, loss: 3.4669, grad_norm: 1.2782 2020-07-28 21:48:07,141 - mmaction - INFO - Epoch [77][120/940] lr: 2.484e-01, eta: 1 day, 2:36:10, time: 0.970, data_time: 0.004, memory: 5015, top1_acc: 0.2555, top5_acc: 0.5023, loss_cls: 3.4747, loss: 3.4747, grad_norm: 1.2699 2020-07-28 21:48:26,193 - mmaction - INFO - Epoch [77][140/940] lr: 2.484e-01, eta: 1 day, 2:35:50, time: 0.952, data_time: 0.001, memory: 5015, top1_acc: 0.2588, top5_acc: 0.4971, loss_cls: 3.5185, loss: 3.5185, grad_norm: 1.2889 2020-07-28 21:48:45,168 - mmaction - INFO - Epoch [77][160/940] lr: 2.484e-01, eta: 1 day, 2:35:30, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2555, top5_acc: 0.4877, loss_cls: 3.5164, loss: 3.5164, grad_norm: 1.2844 2020-07-28 21:49:05,169 - mmaction - INFO - Epoch [77][180/940] lr: 2.484e-01, eta: 1 day, 2:35:10, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2607, top5_acc: 0.5045, loss_cls: 3.4804, loss: 3.4804, grad_norm: 1.2608 2020-07-28 21:49:24,819 - mmaction - INFO - Epoch [77][200/940] lr: 2.484e-01, eta: 1 day, 2:34:51, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2584, top5_acc: 0.4957, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.2983 2020-07-28 21:49:45,536 - mmaction - INFO - Epoch [77][220/940] lr: 2.484e-01, eta: 1 day, 2:34:33, time: 1.038, data_time: 0.005, memory: 5015, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.4865, loss: 3.4865, grad_norm: 1.2841 2020-07-28 21:50:05,395 - mmaction - INFO - Epoch [77][240/940] lr: 2.484e-01, eta: 1 day, 2:34:14, time: 0.993, data_time: 0.004, memory: 5015, top1_acc: 0.2621, top5_acc: 0.5070, loss_cls: 3.4790, loss: 3.4790, grad_norm: 1.2994 2020-07-28 21:50:25,260 - mmaction - INFO - Epoch [77][260/940] lr: 2.484e-01, eta: 1 day, 2:33:54, time: 0.992, data_time: 0.002, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4996, loss_cls: 3.5234, loss: 3.5234, grad_norm: 1.3070 2020-07-28 21:50:44,997 - mmaction - INFO - Epoch [77][280/940] lr: 2.484e-01, eta: 1 day, 2:33:35, time: 0.987, data_time: 0.006, memory: 5015, top1_acc: 0.2670, top5_acc: 0.5098, loss_cls: 3.4557, loss: 3.4557, grad_norm: 1.2712 2020-07-28 21:51:04,572 - mmaction - INFO - Epoch [77][300/940] lr: 2.484e-01, eta: 1 day, 2:33:15, time: 0.980, data_time: 0.005, memory: 5015, top1_acc: 0.2646, top5_acc: 0.4975, loss_cls: 3.4769, loss: 3.4769, grad_norm: 1.2529 2020-07-28 21:51:22,998 - mmaction - INFO - Epoch [77][320/940] lr: 2.484e-01, eta: 1 day, 2:32:54, time: 0.920, data_time: 0.005, memory: 5015, top1_acc: 0.2547, top5_acc: 0.5027, loss_cls: 3.5110, loss: 3.5110, grad_norm: 1.2871 2020-07-28 21:51:42,502 - mmaction - INFO - Epoch [77][340/940] lr: 2.484e-01, eta: 1 day, 2:32:34, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2592, top5_acc: 0.4828, loss_cls: 3.5352, loss: 3.5352, grad_norm: 1.2765 2020-07-28 21:52:01,861 - mmaction - INFO - Epoch [77][360/940] lr: 2.484e-01, eta: 1 day, 2:32:14, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2541, top5_acc: 0.4938, loss_cls: 3.5052, loss: 3.5052, grad_norm: 1.2849 2020-07-28 21:52:22,282 - mmaction - INFO - Epoch [77][380/940] lr: 2.484e-01, eta: 1 day, 2:31:56, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.2611, top5_acc: 0.4982, loss_cls: 3.4977, loss: 3.4977, grad_norm: 1.2772 2020-07-28 21:52:41,706 - mmaction - INFO - Epoch [77][400/940] lr: 2.484e-01, eta: 1 day, 2:31:36, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2648, top5_acc: 0.5070, loss_cls: 3.4694, loss: 3.4694, grad_norm: 1.2990 2020-07-28 21:53:01,072 - mmaction - INFO - Epoch [77][420/940] lr: 2.484e-01, eta: 1 day, 2:31:16, time: 0.971, data_time: 0.006, memory: 5015, top1_acc: 0.2578, top5_acc: 0.5006, loss_cls: 3.5044, loss: 3.5044, grad_norm: 1.2851 2020-07-28 21:53:21,629 - mmaction - INFO - Epoch [77][440/940] lr: 2.484e-01, eta: 1 day, 2:30:57, time: 1.028, data_time: 0.002, memory: 5015, top1_acc: 0.2648, top5_acc: 0.5080, loss_cls: 3.4755, loss: 3.4755, grad_norm: 1.2925 2020-07-28 21:53:40,033 - mmaction - INFO - Epoch [77][460/940] lr: 2.484e-01, eta: 1 day, 2:30:36, time: 0.921, data_time: 0.002, memory: 5015, top1_acc: 0.2660, top5_acc: 0.4979, loss_cls: 3.4914, loss: 3.4914, grad_norm: 1.3016 2020-07-28 21:53:59,818 - mmaction - INFO - Epoch [77][480/940] lr: 2.484e-01, eta: 1 day, 2:30:17, time: 0.989, data_time: 0.002, memory: 5015, top1_acc: 0.2445, top5_acc: 0.4818, loss_cls: 3.5737, loss: 3.5737, grad_norm: 1.3017 2020-07-28 21:54:19,876 - mmaction - INFO - Epoch [77][500/940] lr: 2.484e-01, eta: 1 day, 2:29:58, time: 1.001, data_time: 0.005, memory: 5015, top1_acc: 0.2641, top5_acc: 0.4986, loss_cls: 3.4840, loss: 3.4840, grad_norm: 1.2763 2020-07-28 21:54:39,385 - mmaction - INFO - Epoch [77][520/940] lr: 2.484e-01, eta: 1 day, 2:29:38, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2680, top5_acc: 0.5102, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.2804 2020-07-28 21:54:59,686 - mmaction - INFO - Epoch [77][540/940] lr: 2.484e-01, eta: 1 day, 2:29:19, time: 1.014, data_time: 0.006, memory: 5015, top1_acc: 0.2594, top5_acc: 0.4996, loss_cls: 3.4963, loss: 3.4963, grad_norm: 1.2970 2020-07-28 21:55:19,424 - mmaction - INFO - Epoch [77][560/940] lr: 2.484e-01, eta: 1 day, 2:29:00, time: 0.988, data_time: 0.005, memory: 5015, top1_acc: 0.2457, top5_acc: 0.4906, loss_cls: 3.5513, loss: 3.5513, grad_norm: 1.2897 2020-07-28 21:55:38,558 - mmaction - INFO - Epoch [77][580/940] lr: 2.484e-01, eta: 1 day, 2:28:40, time: 0.957, data_time: 0.002, memory: 5015, top1_acc: 0.2520, top5_acc: 0.4957, loss_cls: 3.5051, loss: 3.5051, grad_norm: 1.2768 2020-07-28 21:55:58,503 - mmaction - INFO - Epoch [77][600/940] lr: 2.484e-01, eta: 1 day, 2:28:20, time: 0.996, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.4895, loss_cls: 3.5312, loss: 3.5312, grad_norm: 1.2795 2020-07-28 21:56:17,733 - mmaction - INFO - Epoch [77][620/940] lr: 2.484e-01, eta: 1 day, 2:28:00, time: 0.963, data_time: 0.005, memory: 5015, top1_acc: 0.2561, top5_acc: 0.5016, loss_cls: 3.4847, loss: 3.4847, grad_norm: 1.2672 2020-07-28 21:56:37,871 - mmaction - INFO - Epoch [77][640/940] lr: 2.484e-01, eta: 1 day, 2:27:41, time: 1.007, data_time: 0.002, memory: 5015, top1_acc: 0.2533, top5_acc: 0.4920, loss_cls: 3.4971, loss: 3.4971, grad_norm: 1.2876 2020-07-28 21:56:56,928 - mmaction - INFO - Epoch [77][660/940] lr: 2.484e-01, eta: 1 day, 2:27:21, time: 0.951, data_time: 0.005, memory: 5015, top1_acc: 0.2646, top5_acc: 0.5023, loss_cls: 3.4765, loss: 3.4765, grad_norm: 1.2769 2020-07-28 21:57:15,777 - mmaction - INFO - Epoch [77][680/940] lr: 2.484e-01, eta: 1 day, 2:27:00, time: 0.944, data_time: 0.005, memory: 5015, top1_acc: 0.2646, top5_acc: 0.5002, loss_cls: 3.4686, loss: 3.4686, grad_norm: 1.2732 2020-07-28 21:57:35,368 - mmaction - INFO - Epoch [77][700/940] lr: 2.484e-01, eta: 1 day, 2:26:41, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2500, top5_acc: 0.4910, loss_cls: 3.5092, loss: 3.5092, grad_norm: 1.2869 2020-07-28 21:57:55,013 - mmaction - INFO - Epoch [77][720/940] lr: 2.484e-01, eta: 1 day, 2:26:21, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4982, loss_cls: 3.4893, loss: 3.4893, grad_norm: 1.2848 2020-07-28 21:58:15,701 - mmaction - INFO - Epoch [77][740/940] lr: 2.484e-01, eta: 1 day, 2:26:03, time: 1.032, data_time: 0.005, memory: 5015, top1_acc: 0.2496, top5_acc: 0.4973, loss_cls: 3.4942, loss: 3.4942, grad_norm: 1.2897 2020-07-28 21:58:34,542 - mmaction - INFO - Epoch [77][760/940] lr: 2.484e-01, eta: 1 day, 2:25:42, time: 0.944, data_time: 0.006, memory: 5015, top1_acc: 0.2545, top5_acc: 0.4914, loss_cls: 3.5353, loss: 3.5353, grad_norm: 1.2634 2020-07-28 21:58:53,604 - mmaction - INFO - Epoch [77][780/940] lr: 2.484e-01, eta: 1 day, 2:25:22, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2598, top5_acc: 0.4916, loss_cls: 3.5305, loss: 3.5305, grad_norm: 1.2884 2020-07-28 21:59:13,208 - mmaction - INFO - Epoch [77][800/940] lr: 2.484e-01, eta: 1 day, 2:25:02, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2609, top5_acc: 0.4998, loss_cls: 3.4806, loss: 3.4806, grad_norm: 1.2652 2020-07-28 21:59:32,004 - mmaction - INFO - Epoch [77][820/940] lr: 2.484e-01, eta: 1 day, 2:24:41, time: 0.938, data_time: 0.005, memory: 5015, top1_acc: 0.2525, top5_acc: 0.4932, loss_cls: 3.4902, loss: 3.4902, grad_norm: 1.2906 2020-07-28 21:59:51,063 - mmaction - INFO - Epoch [77][840/940] lr: 2.484e-01, eta: 1 day, 2:24:21, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2418, top5_acc: 0.4889, loss_cls: 3.5653, loss: 3.5653, grad_norm: 1.2844 2020-07-28 22:00:14,559 - mmaction - INFO - Epoch [77][860/940] lr: 2.484e-01, eta: 1 day, 2:24:06, time: 1.159, data_time: 0.006, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4926, loss_cls: 3.5382, loss: 3.5382, grad_norm: 1.2739 2020-07-28 22:00:33,546 - mmaction - INFO - Epoch [77][880/940] lr: 2.484e-01, eta: 1 day, 2:23:46, time: 0.965, data_time: 0.027, memory: 5015, top1_acc: 0.2514, top5_acc: 0.4998, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.2424 2020-07-28 22:00:53,485 - mmaction - INFO - Epoch [77][900/940] lr: 2.484e-01, eta: 1 day, 2:23:27, time: 0.995, data_time: 0.006, memory: 5015, top1_acc: 0.2615, top5_acc: 0.4951, loss_cls: 3.4925, loss: 3.4925, grad_norm: 1.2427 2020-07-28 22:01:11,998 - mmaction - INFO - Epoch [77][920/940] lr: 2.484e-01, eta: 1 day, 2:23:06, time: 0.928, data_time: 0.006, memory: 5015, top1_acc: 0.2529, top5_acc: 0.5016, loss_cls: 3.5128, loss: 3.5128, grad_norm: 1.3090 2020-07-28 22:01:29,649 - mmaction - INFO - Epoch [77][940/940] lr: 2.484e-01, eta: 1 day, 2:22:44, time: 0.881, data_time: 0.005, memory: 5015, top1_acc: 0.2498, top5_acc: 0.4970, loss_cls: 3.5416, loss: 3.5416, grad_norm: 1.2854 2020-07-28 22:01:29,966 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-07-28 22:01:59,818 - mmaction - INFO - Epoch [78][20/940] lr: 2.450e-01, eta: 1 day, 2:22:34, time: 1.351, data_time: 0.411, memory: 5015, top1_acc: 0.2650, top5_acc: 0.5037, loss_cls: 3.4460, loss: 3.4460, grad_norm: 1.3002 2020-07-28 22:02:17,855 - mmaction - INFO - Epoch [78][40/940] lr: 2.450e-01, eta: 1 day, 2:22:12, time: 0.903, data_time: 0.003, memory: 5015, top1_acc: 0.2607, top5_acc: 0.4969, loss_cls: 3.5147, loss: 3.5147, grad_norm: 1.2839 2020-07-28 22:02:36,940 - mmaction - INFO - Epoch [78][60/940] lr: 2.450e-01, eta: 1 day, 2:21:52, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2607, top5_acc: 0.4906, loss_cls: 3.4899, loss: 3.4899, grad_norm: 1.2908 2020-07-28 22:02:56,750 - mmaction - INFO - Epoch [78][80/940] lr: 2.450e-01, eta: 1 day, 2:21:33, time: 0.993, data_time: 0.006, memory: 5015, top1_acc: 0.2555, top5_acc: 0.4945, loss_cls: 3.5027, loss: 3.5027, grad_norm: 1.2643 2020-07-28 22:03:15,740 - mmaction - INFO - Epoch [78][100/940] lr: 2.450e-01, eta: 1 day, 2:21:12, time: 0.948, data_time: 0.005, memory: 5015, top1_acc: 0.2672, top5_acc: 0.5107, loss_cls: 3.4450, loss: 3.4450, grad_norm: 1.2788 2020-07-28 22:03:35,796 - mmaction - INFO - Epoch [78][120/940] lr: 2.450e-01, eta: 1 day, 2:20:53, time: 1.004, data_time: 0.005, memory: 5015, top1_acc: 0.2732, top5_acc: 0.5064, loss_cls: 3.4328, loss: 3.4328, grad_norm: 1.2718 2020-07-28 22:03:54,902 - mmaction - INFO - Epoch [78][140/940] lr: 2.450e-01, eta: 1 day, 2:20:33, time: 0.955, data_time: 0.002, memory: 5015, top1_acc: 0.2500, top5_acc: 0.4949, loss_cls: 3.5083, loss: 3.5083, grad_norm: 1.3029 2020-07-28 22:04:14,029 - mmaction - INFO - Epoch [78][160/940] lr: 2.450e-01, eta: 1 day, 2:20:13, time: 0.955, data_time: 0.005, memory: 5015, top1_acc: 0.2602, top5_acc: 0.5012, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.2923 2020-07-28 22:04:33,352 - mmaction - INFO - Epoch [78][180/940] lr: 2.450e-01, eta: 1 day, 2:19:53, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2607, top5_acc: 0.5047, loss_cls: 3.4752, loss: 3.4752, grad_norm: 1.2615 2020-07-28 22:04:52,598 - mmaction - INFO - Epoch [78][200/940] lr: 2.450e-01, eta: 1 day, 2:19:32, time: 0.960, data_time: 0.004, memory: 5015, top1_acc: 0.2650, top5_acc: 0.5066, loss_cls: 3.4661, loss: 3.4661, grad_norm: 1.2583 2020-07-28 22:05:11,841 - mmaction - INFO - Epoch [78][220/940] lr: 2.450e-01, eta: 1 day, 2:19:12, time: 0.961, data_time: 0.005, memory: 5015, top1_acc: 0.2686, top5_acc: 0.5105, loss_cls: 3.4493, loss: 3.4493, grad_norm: 1.2991 2020-07-28 22:05:30,982 - mmaction - INFO - Epoch [78][240/940] lr: 2.450e-01, eta: 1 day, 2:18:52, time: 0.958, data_time: 0.008, memory: 5015, top1_acc: 0.2580, top5_acc: 0.5041, loss_cls: 3.4979, loss: 3.4979, grad_norm: 1.2798 2020-07-28 22:05:50,581 - mmaction - INFO - Epoch [78][260/940] lr: 2.450e-01, eta: 1 day, 2:18:32, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2699, top5_acc: 0.5117, loss_cls: 3.4259, loss: 3.4259, grad_norm: 1.2775 2020-07-28 22:06:11,703 - mmaction - INFO - Epoch [78][280/940] lr: 2.450e-01, eta: 1 day, 2:18:15, time: 1.054, data_time: 0.006, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4959, loss_cls: 3.5035, loss: 3.5035, grad_norm: 1.2995 2020-07-28 22:06:31,708 - mmaction - INFO - Epoch [78][300/940] lr: 2.450e-01, eta: 1 day, 2:17:56, time: 1.002, data_time: 0.005, memory: 5015, top1_acc: 0.2635, top5_acc: 0.5041, loss_cls: 3.4802, loss: 3.4802, grad_norm: 1.3110 2020-07-28 22:06:50,356 - mmaction - INFO - Epoch [78][320/940] lr: 2.450e-01, eta: 1 day, 2:17:35, time: 0.931, data_time: 0.005, memory: 5015, top1_acc: 0.2492, top5_acc: 0.5080, loss_cls: 3.4693, loss: 3.4693, grad_norm: 1.2961 2020-07-28 22:07:09,812 - mmaction - INFO - Epoch [78][340/940] lr: 2.450e-01, eta: 1 day, 2:17:15, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2586, top5_acc: 0.4961, loss_cls: 3.5034, loss: 3.5034, grad_norm: 1.2724 2020-07-28 22:07:28,986 - mmaction - INFO - Epoch [78][360/940] lr: 2.450e-01, eta: 1 day, 2:16:55, time: 0.957, data_time: 0.005, memory: 5015, top1_acc: 0.2629, top5_acc: 0.5076, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.2776 2020-07-28 22:07:48,229 - mmaction - INFO - Epoch [78][380/940] lr: 2.450e-01, eta: 1 day, 2:16:35, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2543, top5_acc: 0.4963, loss_cls: 3.5237, loss: 3.5237, grad_norm: 1.2983 2020-07-28 22:08:07,885 - mmaction - INFO - Epoch [78][400/940] lr: 2.450e-01, eta: 1 day, 2:16:15, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2609, top5_acc: 0.5037, loss_cls: 3.4740, loss: 3.4740, grad_norm: 1.2636 2020-07-28 22:08:27,025 - mmaction - INFO - Epoch [78][420/940] lr: 2.450e-01, eta: 1 day, 2:15:55, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2725, top5_acc: 0.5082, loss_cls: 3.4350, loss: 3.4350, grad_norm: 1.3085 2020-07-28 22:08:47,509 - mmaction - INFO - Epoch [78][440/940] lr: 2.450e-01, eta: 1 day, 2:15:36, time: 1.023, data_time: 0.005, memory: 5015, top1_acc: 0.2664, top5_acc: 0.5051, loss_cls: 3.4724, loss: 3.4724, grad_norm: 1.2835 2020-07-28 22:09:07,118 - mmaction - INFO - Epoch [78][460/940] lr: 2.450e-01, eta: 1 day, 2:15:17, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2684, top5_acc: 0.5041, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.2837 2020-07-28 22:09:26,773 - mmaction - INFO - Epoch [78][480/940] lr: 2.450e-01, eta: 1 day, 2:14:57, time: 0.981, data_time: 0.005, memory: 5015, top1_acc: 0.2631, top5_acc: 0.4941, loss_cls: 3.5041, loss: 3.5041, grad_norm: 1.2998 2020-07-28 22:09:45,857 - mmaction - INFO - Epoch [78][500/940] lr: 2.450e-01, eta: 1 day, 2:14:37, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2637, top5_acc: 0.4969, loss_cls: 3.4535, loss: 3.4535, grad_norm: 1.2700 2020-07-28 22:10:05,120 - mmaction - INFO - Epoch [78][520/940] lr: 2.450e-01, eta: 1 day, 2:14:17, time: 0.963, data_time: 0.004, memory: 5015, top1_acc: 0.2592, top5_acc: 0.5059, loss_cls: 3.4656, loss: 3.4656, grad_norm: 1.2769 2020-07-28 22:10:25,246 - mmaction - INFO - Epoch [78][540/940] lr: 2.450e-01, eta: 1 day, 2:13:58, time: 1.006, data_time: 0.002, memory: 5015, top1_acc: 0.2600, top5_acc: 0.4977, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.3090 2020-07-28 22:10:44,624 - mmaction - INFO - Epoch [78][560/940] lr: 2.450e-01, eta: 1 day, 2:13:38, time: 0.967, data_time: 0.005, memory: 5015, top1_acc: 0.2559, top5_acc: 0.5023, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.3128 2020-07-28 22:11:03,183 - mmaction - INFO - Epoch [78][580/940] lr: 2.450e-01, eta: 1 day, 2:13:17, time: 0.929, data_time: 0.005, memory: 5015, top1_acc: 0.2607, top5_acc: 0.4994, loss_cls: 3.4729, loss: 3.4729, grad_norm: 1.2882 2020-07-28 22:11:22,956 - mmaction - INFO - Epoch [78][600/940] lr: 2.450e-01, eta: 1 day, 2:12:57, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2594, top5_acc: 0.4932, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.2984 2020-07-28 22:11:43,408 - mmaction - INFO - Epoch [78][620/940] lr: 2.450e-01, eta: 1 day, 2:12:39, time: 1.024, data_time: 0.006, memory: 5015, top1_acc: 0.2512, top5_acc: 0.4943, loss_cls: 3.5262, loss: 3.5262, grad_norm: 1.2924 2020-07-28 22:12:02,723 - mmaction - INFO - Epoch [78][640/940] lr: 2.450e-01, eta: 1 day, 2:12:19, time: 0.966, data_time: 0.002, memory: 5015, top1_acc: 0.2662, top5_acc: 0.4990, loss_cls: 3.4858, loss: 3.4858, grad_norm: 1.2881 2020-07-28 22:12:21,387 - mmaction - INFO - Epoch [78][660/940] lr: 2.450e-01, eta: 1 day, 2:11:58, time: 0.932, data_time: 0.005, memory: 5015, top1_acc: 0.2523, top5_acc: 0.4865, loss_cls: 3.5461, loss: 3.5461, grad_norm: 1.2910 2020-07-28 22:12:40,648 - mmaction - INFO - Epoch [78][680/940] lr: 2.450e-01, eta: 1 day, 2:11:38, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2615, top5_acc: 0.5012, loss_cls: 3.4400, loss: 3.4400, grad_norm: 1.2946 2020-07-28 22:12:59,606 - mmaction - INFO - Epoch [78][700/940] lr: 2.450e-01, eta: 1 day, 2:11:17, time: 0.948, data_time: 0.002, memory: 5015, top1_acc: 0.2566, top5_acc: 0.5006, loss_cls: 3.4790, loss: 3.4790, grad_norm: 1.2739 2020-07-28 22:13:19,161 - mmaction - INFO - Epoch [78][720/940] lr: 2.450e-01, eta: 1 day, 2:10:58, time: 0.978, data_time: 0.002, memory: 5015, top1_acc: 0.2539, top5_acc: 0.5008, loss_cls: 3.5181, loss: 3.5181, grad_norm: 1.2937 2020-07-28 22:13:38,279 - mmaction - INFO - Epoch [78][740/940] lr: 2.450e-01, eta: 1 day, 2:10:37, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2697, top5_acc: 0.5156, loss_cls: 3.4577, loss: 3.4577, grad_norm: 1.2855 2020-07-28 22:13:57,542 - mmaction - INFO - Epoch [78][760/940] lr: 2.450e-01, eta: 1 day, 2:10:17, time: 0.963, data_time: 0.002, memory: 5015, top1_acc: 0.2564, top5_acc: 0.4982, loss_cls: 3.5086, loss: 3.5086, grad_norm: 1.2785 2020-07-28 22:14:16,566 - mmaction - INFO - Epoch [78][780/940] lr: 2.450e-01, eta: 1 day, 2:09:57, time: 0.950, data_time: 0.006, memory: 5015, top1_acc: 0.2572, top5_acc: 0.4949, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.3016 2020-07-28 22:14:35,626 - mmaction - INFO - Epoch [78][800/940] lr: 2.450e-01, eta: 1 day, 2:09:37, time: 0.954, data_time: 0.005, memory: 5015, top1_acc: 0.2582, top5_acc: 0.4990, loss_cls: 3.5041, loss: 3.5041, grad_norm: 1.3208 2020-07-28 22:14:55,393 - mmaction - INFO - Epoch [78][820/940] lr: 2.450e-01, eta: 1 day, 2:09:17, time: 0.987, data_time: 0.005, memory: 5015, top1_acc: 0.2623, top5_acc: 0.5047, loss_cls: 3.4748, loss: 3.4748, grad_norm: 1.2844 2020-07-28 22:15:14,937 - mmaction - INFO - Epoch [78][840/940] lr: 2.450e-01, eta: 1 day, 2:08:58, time: 0.979, data_time: 0.005, memory: 5015, top1_acc: 0.2566, top5_acc: 0.4926, loss_cls: 3.5306, loss: 3.5306, grad_norm: 1.3069 2020-07-28 22:15:35,325 - mmaction - INFO - Epoch [78][860/940] lr: 2.450e-01, eta: 1 day, 2:08:39, time: 1.018, data_time: 0.006, memory: 5015, top1_acc: 0.2547, top5_acc: 0.5006, loss_cls: 3.4904, loss: 3.4904, grad_norm: 1.2696 2020-07-28 22:15:54,674 - mmaction - INFO - Epoch [78][880/940] lr: 2.450e-01, eta: 1 day, 2:08:19, time: 0.969, data_time: 0.005, memory: 5015, top1_acc: 0.2646, top5_acc: 0.5059, loss_cls: 3.4698, loss: 3.4698, grad_norm: 1.2802 2020-07-28 22:16:14,217 - mmaction - INFO - Epoch [78][900/940] lr: 2.450e-01, eta: 1 day, 2:07:59, time: 0.975, data_time: 0.004, memory: 5015, top1_acc: 0.2539, top5_acc: 0.4875, loss_cls: 3.5249, loss: 3.5249, grad_norm: 1.2546 2020-07-28 22:16:33,706 - mmaction - INFO - Epoch [78][920/940] lr: 2.450e-01, eta: 1 day, 2:07:39, time: 0.976, data_time: 0.005, memory: 5015, top1_acc: 0.2553, top5_acc: 0.4979, loss_cls: 3.5083, loss: 3.5083, grad_norm: 1.2806 2020-07-28 22:16:52,266 - mmaction - INFO - Epoch [78][940/940] lr: 2.450e-01, eta: 1 day, 2:07:18, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2656, top5_acc: 0.5020, loss_cls: 3.4810, loss: 3.4810, grad_norm: 1.3152 2020-07-28 22:16:52,571 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-07-28 22:17:18,937 - mmaction - INFO - Epoch [79][20/940] lr: 2.416e-01, eta: 1 day, 2:07:04, time: 1.186, data_time: 0.265, memory: 5015, top1_acc: 0.2553, top5_acc: 0.5057, loss_cls: 3.4736, loss: 3.4736, grad_norm: 1.3090 2020-07-28 22:17:37,800 - mmaction - INFO - Epoch [79][40/940] lr: 2.416e-01, eta: 1 day, 2:06:44, time: 0.942, data_time: 0.005, memory: 5015, top1_acc: 0.2639, top5_acc: 0.5104, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.2996 2020-07-28 22:17:57,306 - mmaction - INFO - Epoch [79][60/940] lr: 2.416e-01, eta: 1 day, 2:06:24, time: 0.977, data_time: 0.005, memory: 5015, top1_acc: 0.2490, top5_acc: 0.4973, loss_cls: 3.5395, loss: 3.5395, grad_norm: 1.3227 2020-07-28 22:18:17,638 - mmaction - INFO - Epoch [79][80/940] lr: 2.416e-01, eta: 1 day, 2:06:05, time: 1.015, data_time: 0.005, memory: 5015, top1_acc: 0.2676, top5_acc: 0.5119, loss_cls: 3.4499, loss: 3.4499, grad_norm: 1.2750 2020-07-28 22:18:36,367 - mmaction - INFO - Epoch [79][100/940] lr: 2.416e-01, eta: 1 day, 2:05:44, time: 0.938, data_time: 0.006, memory: 5015, top1_acc: 0.2580, top5_acc: 0.4986, loss_cls: 3.5003, loss: 3.5003, grad_norm: 1.3089 2020-07-28 22:18:56,208 - mmaction - INFO - Epoch [79][120/940] lr: 2.416e-01, eta: 1 day, 2:05:25, time: 0.990, data_time: 0.005, memory: 5015, top1_acc: 0.2680, top5_acc: 0.4994, loss_cls: 3.4824, loss: 3.4824, grad_norm: 1.2745 2020-07-28 22:19:15,577 - mmaction - INFO - Epoch [79][140/940] lr: 2.416e-01, eta: 1 day, 2:05:05, time: 0.970, data_time: 0.005, memory: 5015, top1_acc: 0.2570, top5_acc: 0.4953, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.2844 2020-07-28 22:19:35,100 - mmaction - INFO - Epoch [79][160/940] lr: 2.416e-01, eta: 1 day, 2:04:45, time: 0.974, data_time: 0.005, memory: 5015, top1_acc: 0.2508, top5_acc: 0.4924, loss_cls: 3.5161, loss: 3.5161, grad_norm: 1.2978 2020-07-28 22:19:53,958 - mmaction - INFO - Epoch [79][180/940] lr: 2.416e-01, eta: 1 day, 2:04:25, time: 0.945, data_time: 0.006, memory: 5015, top1_acc: 0.2686, top5_acc: 0.5094, loss_cls: 3.4471, loss: 3.4471, grad_norm: 1.2680 2020-07-28 22:20:13,240 - mmaction - INFO - Epoch [79][200/940] lr: 2.416e-01, eta: 1 day, 2:04:05, time: 0.963, data_time: 0.006, memory: 5015, top1_acc: 0.2689, top5_acc: 0.5008, loss_cls: 3.4623, loss: 3.4623, grad_norm: 1.2509 2020-07-28 22:20:32,816 - mmaction - INFO - Epoch [79][220/940] lr: 2.416e-01, eta: 1 day, 2:03:45, time: 0.980, data_time: 0.006, memory: 5015, top1_acc: 0.2494, top5_acc: 0.4965, loss_cls: 3.5184, loss: 3.5184, grad_norm: 1.2733 2020-07-28 22:20:52,223 - mmaction - INFO - Epoch [79][240/940] lr: 2.416e-01, eta: 1 day, 2:03:25, time: 0.969, data_time: 0.004, memory: 5015, top1_acc: 0.2590, top5_acc: 0.5064, loss_cls: 3.4704, loss: 3.4704, grad_norm: 1.2789 2020-07-28 22:21:11,177 - mmaction - INFO - Epoch [79][260/940] lr: 2.416e-01, eta: 1 day, 2:03:05, time: 0.949, data_time: 0.005, memory: 5015, top1_acc: 0.2785, top5_acc: 0.5131, loss_cls: 3.4236, loss: 3.4236, grad_norm: 1.2913 2020-07-28 22:21:30,401 - mmaction - INFO - Epoch [79][280/940] lr: 2.416e-01, eta: 1 day, 2:02:44, time: 0.959, data_time: 0.005, memory: 5015, top1_acc: 0.2629, top5_acc: 0.4918, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.2910 2020-07-28 22:21:50,694 - mmaction - INFO - Epoch [79][300/940] lr: 2.416e-01, eta: 1 day, 2:02:26, time: 1.017, data_time: 0.006, memory: 5015, top1_acc: 0.2713, top5_acc: 0.5188, loss_cls: 3.4004, loss: 3.4004, grad_norm: 1.3040 2020-07-28 22:22:09,526 - mmaction - INFO - Epoch [79][320/940] lr: 2.416e-01, eta: 1 day, 2:02:05, time: 0.940, data_time: 0.005, memory: 5015, top1_acc: 0.2586, top5_acc: 0.5076, loss_cls: 3.4574, loss: 3.4574, grad_norm: 1.3147 2020-07-28 22:22:29,061 - mmaction - INFO - Epoch [79][340/940] lr: 2.416e-01, eta: 1 day, 2:01:45, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2566, top5_acc: 0.4988, loss_cls: 3.5149, loss: 3.5149, grad_norm: 1.2975 2020-07-28 22:22:49,456 - mmaction - INFO - Epoch [79][360/940] lr: 2.416e-01, eta: 1 day, 2:01:27, time: 1.020, data_time: 0.002, memory: 5015, top1_acc: 0.2633, top5_acc: 0.5055, loss_cls: 3.4804, loss: 3.4804, grad_norm: 1.3059 2020-07-28 22:23:07,901 - mmaction - INFO - Epoch [79][380/940] lr: 2.416e-01, eta: 1 day, 2:01:06, time: 0.920, data_time: 0.004, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4988, loss_cls: 3.4821, loss: 3.4821, grad_norm: 1.2912 2020-07-28 22:23:27,559 - mmaction - INFO - Epoch [79][400/940] lr: 2.416e-01, eta: 1 day, 2:00:46, time: 0.984, data_time: 0.005, memory: 5015, top1_acc: 0.2609, top5_acc: 0.5039, loss_cls: 3.4836, loss: 3.4836, grad_norm: 1.3088 2020-07-28 22:23:46,360 - mmaction - INFO - Epoch [79][420/940] lr: 2.416e-01, eta: 1 day, 2:00:25, time: 0.939, data_time: 0.006, memory: 5015, top1_acc: 0.2486, top5_acc: 0.4863, loss_cls: 3.5609, loss: 3.5609, grad_norm: 1.2783 2020-07-28 22:24:05,976 - mmaction - INFO - Epoch [79][440/940] lr: 2.416e-01, eta: 1 day, 2:00:06, time: 0.982, data_time: 0.005, memory: 5015, top1_acc: 0.2557, top5_acc: 0.4900, loss_cls: 3.5238, loss: 3.5238, grad_norm: 1.2801 2020-07-28 22:24:24,185 - mmaction - INFO - Epoch [79][460/940] lr: 2.416e-01, eta: 1 day, 1:59:44, time: 0.910, data_time: 0.002, memory: 5015, top1_acc: 0.2641, top5_acc: 0.4990, loss_cls: 3.4969, loss: 3.4969, grad_norm: 1.2748 2020-07-28 22:24:43,161 - mmaction - INFO - Epoch [79][480/940] lr: 2.416e-01, eta: 1 day, 1:59:24, time: 0.947, data_time: 0.005, memory: 5015, top1_acc: 0.2631, top5_acc: 0.5043, loss_cls: 3.4911, loss: 3.4911, grad_norm: 1.3014 2020-07-28 22:25:02,444 - mmaction - INFO - Epoch [79][500/940] lr: 2.416e-01, eta: 1 day, 1:59:04, time: 0.965, data_time: 0.005, memory: 5015, top1_acc: 0.2643, top5_acc: 0.5055, loss_cls: 3.4631, loss: 3.4631, grad_norm: 1.3128 2020-07-28 22:25:22,362 - mmaction - INFO - Epoch [79][520/940] lr: 2.416e-01, eta: 1 day, 1:58:45, time: 0.997, data_time: 0.003, memory: 5015, top1_acc: 0.2535, top5_acc: 0.4986, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.2977 2020-07-28 22:25:40,874 - mmaction - INFO - Epoch [79][540/940] lr: 2.416e-01, eta: 1 day, 1:58:24, time: 0.924, data_time: 0.004, memory: 5015, top1_acc: 0.2580, top5_acc: 0.5029, loss_cls: 3.5058, loss: 3.5058, grad_norm: 1.2810 2020-07-28 22:25:59,830 - mmaction - INFO - Epoch [79][560/940] lr: 2.416e-01, eta: 1 day, 1:58:03, time: 0.950, data_time: 0.005, memory: 5015, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.4238, loss: 3.4238, grad_norm: 1.3001 2020-07-28 22:26:19,219 - mmaction - INFO - Epoch [79][580/940] lr: 2.416e-01, eta: 1 day, 1:57:43, time: 0.968, data_time: 0.005, memory: 5015, top1_acc: 0.2678, top5_acc: 0.5193, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.2912 2020-07-28 22:26:38,225 - mmaction - INFO - Epoch [79][600/940] lr: 2.416e-01, eta: 1 day, 1:57:23, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.3267 2020-07-28 22:26:57,267 - mmaction - INFO - Epoch [79][620/940] lr: 2.416e-01, eta: 1 day, 1:57:03, time: 0.952, data_time: 0.005, memory: 5015, top1_acc: 0.2479, top5_acc: 0.4924, loss_cls: 3.5485, loss: 3.5485, grad_norm: 1.3023 2020-07-28 22:27:16,326 - mmaction - INFO - Epoch [79][640/940] lr: 2.416e-01, eta: 1 day, 1:56:42, time: 0.953, data_time: 0.002, memory: 5015, top1_acc: 0.2637, top5_acc: 0.4918, loss_cls: 3.4885, loss: 3.4885, grad_norm: 1.2861 2020-07-28 22:27:36,589 - mmaction - INFO - Epoch [79][660/940] lr: 2.416e-01, eta: 1 day, 1:56:23, time: 1.012, data_time: 0.005, memory: 5015, top1_acc: 0.2496, top5_acc: 0.4965, loss_cls: 3.5143, loss: 3.5143, grad_norm: 1.2757 2020-07-28 22:27:55,832 - mmaction - INFO - Epoch [79][680/940] lr: 2.416e-01, eta: 1 day, 1:56:03, time: 0.964, data_time: 0.005, memory: 5015, top1_acc: 0.2551, top5_acc: 0.4959, loss_cls: 3.4985, loss: 3.4985, grad_norm: 1.2710 2020-07-28 22:28:14,868 - mmaction - INFO - Epoch [79][700/940] lr: 2.416e-01, eta: 1 day, 1:55:43, time: 0.950, data_time: 0.004, memory: 5015, top1_acc: 0.2596, top5_acc: 0.5107, loss_cls: 3.4465, loss: 3.4465, grad_norm: 1.2879 2020-07-28 22:28:35,069 - mmaction - INFO - Epoch [79][720/940] lr: 2.416e-01, eta: 1 day, 1:55:24, time: 1.011, data_time: 0.005, memory: 5015, top1_acc: 0.2553, top5_acc: 0.5055, loss_cls: 3.4797, loss: 3.4797, grad_norm: 1.2866 2020-07-28 22:28:54,088 - mmaction - INFO - Epoch [79][740/940] lr: 2.416e-01, eta: 1 day, 1:55:04, time: 0.949, data_time: 0.004, memory: 5015, top1_acc: 0.2496, top5_acc: 0.5006, loss_cls: 3.5016, loss: 3.5016, grad_norm: 1.3013 2020-07-28 22:29:13,171 - mmaction - INFO - Epoch [79][760/940] lr: 2.416e-01, eta: 1 day, 1:54:43, time: 0.956, data_time: 0.005, memory: 5015, top1_acc: 0.2576, top5_acc: 0.4953, loss_cls: 3.5261, loss: 3.5261, grad_norm: 1.2890 2020-07-28 22:29:31,728 - mmaction - INFO - Epoch [79][780/940] lr: 2.416e-01, eta: 1 day, 1:54:22, time: 0.926, data_time: 0.005, memory: 5015, top1_acc: 0.2594, top5_acc: 0.5043, loss_cls: 3.4521, loss: 3.4521, grad_norm: 1.2935 2020-07-28 22:29:51,242 - mmaction - INFO - Epoch [79][800/940] lr: 2.416e-01, eta: 1 day, 1:54:03, time: 0.978, data_time: 0.005, memory: 5015, top1_acc: 0.2680, top5_acc: 0.5021, loss_cls: 3.4901, loss: 3.4901, grad_norm: 1.3010 2020-07-28 22:30:11,422 - mmaction - INFO - Epoch [79][820/940] lr: 2.416e-01, eta: 1 day, 1:53:44, time: 1.009, data_time: 0.004, memory: 5015, top1_acc: 0.2396, top5_acc: 0.4855, loss_cls: 3.5285, loss: 3.5285, grad_norm: 1.2686 2020-07-28 22:30:31,107 - mmaction - INFO - Epoch [79][840/940] lr: 2.416e-01, eta: 1 day, 1:53:24, time: 0.984, data_time: 0.002, memory: 5015, top1_acc: 0.2600, top5_acc: 0.4979, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.2847 2020-07-28 22:30:49,605 - mmaction - INFO - Epoch [79][860/940] lr: 2.416e-01, eta: 1 day, 1:53:03, time: 0.923, data_time: 0.006, memory: 5015, top1_acc: 0.2555, top5_acc: 0.5023, loss_cls: 3.4577, loss: 3.4577, grad_norm: 1.2964 2020-07-28 22:31:08,393 - mmaction - INFO - Epoch [79][880/940] lr: 2.416e-01, eta: 1 day, 1:52:43, time: 0.942, data_time: 0.006, memory: 5015, top1_acc: 0.2582, top5_acc: 0.5014, loss_cls: 3.4849, loss: 3.4849, grad_norm: 1.3063 2020-07-28 22:31:26,955 - mmaction - INFO - Epoch [79][900/940] lr: 2.416e-01, eta: 1 day, 1:52:22, time: 0.926, data_time: 0.004, memory: 5015, top1_acc: 0.2518, top5_acc: 0.5014, loss_cls: 3.4662, loss: 3.4662, grad_norm: 1.2869 2020-07-28 22:31:46,832 - mmaction - INFO - Epoch [79][920/940] lr: 2.416e-01, eta: 1 day, 1:52:02, time: 0.995, data_time: 0.005, memory: 5015, top1_acc: 0.2602, top5_acc: 0.5029, loss_cls: 3.4992, loss: 3.4992, grad_norm: 1.2980 2020-07-28 22:32:04,666 - mmaction - INFO - Epoch [79][940/940] lr: 2.416e-01, eta: 1 day, 1:51:40, time: 0.890, data_time: 0.006, memory: 5015, top1_acc: 0.2699, top5_acc: 0.5087, loss_cls: 3.4352, loss: 3.4352, grad_norm: 1.2873 2020-07-28 22:32:04,856 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-07-29 01:45:02,748 - mmaction - INFO - Epoch [80][20/940] lr: 2.382e-01, eta: 17 days, 7:49:27, time: 15.771, data_time: 0.499, memory: 5020, top1_acc: 0.2652, top5_acc: 0.5201, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.3142 2020-07-29 01:45:29,855 - mmaction - INFO - Epoch [80][40/940] lr: 2.382e-01, eta: 9 days, 9:47:39, time: 1.360, data_time: 0.006, memory: 5020, top1_acc: 0.2639, top5_acc: 0.5059, loss_cls: 3.4493, loss: 3.4493, grad_norm: 1.3033 2020-07-29 01:45:56,939 - mmaction - INFO - Epoch [80][60/940] lr: 2.382e-01, eta: 6 days, 18:22:32, time: 1.352, data_time: 0.005, memory: 5020, top1_acc: 0.2605, top5_acc: 0.5027, loss_cls: 3.4821, loss: 3.4821, grad_norm: 1.2796 2020-07-29 01:46:24,188 - mmaction - INFO - Epoch [80][80/940] lr: 2.382e-01, eta: 5 days, 10:44:33, time: 1.364, data_time: 0.006, memory: 5020, top1_acc: 0.2684, top5_acc: 0.5109, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.3058 2020-07-29 01:46:51,802 - mmaction - INFO - Epoch [80][100/940] lr: 2.382e-01, eta: 4 days, 15:50:40, time: 1.380, data_time: 0.005, memory: 5020, top1_acc: 0.2588, top5_acc: 0.5012, loss_cls: 3.4781, loss: 3.4781, grad_norm: 1.3348 2020-07-29 01:47:19,091 - mmaction - INFO - Epoch [80][120/940] lr: 2.382e-01, eta: 4 days, 3:10:32, time: 1.365, data_time: 0.004, memory: 5020, top1_acc: 0.2629, top5_acc: 0.5146, loss_cls: 3.4387, loss: 3.4387, grad_norm: 1.2995 2020-07-29 01:47:46,605 - mmaction - INFO - Epoch [80][140/940] lr: 2.382e-01, eta: 3 days, 18:09:31, time: 1.374, data_time: 0.005, memory: 5020, top1_acc: 0.2494, top5_acc: 0.5029, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.2868 2020-07-29 01:48:14,245 - mmaction - INFO - Epoch [80][160/940] lr: 2.382e-01, eta: 3 days, 11:25:30, time: 1.383, data_time: 0.006, memory: 5020, top1_acc: 0.2717, top5_acc: 0.5090, loss_cls: 3.4323, loss: 3.4323, grad_norm: 1.2996 2020-07-29 01:48:41,598 - mmaction - INFO - Epoch [80][180/940] lr: 2.382e-01, eta: 3 days, 6:08:25, time: 1.368, data_time: 0.002, memory: 5020, top1_acc: 0.2742, top5_acc: 0.5209, loss_cls: 3.3922, loss: 3.3922, grad_norm: 1.3091 2020-07-29 01:49:09,046 - mmaction - INFO - Epoch [80][200/940] lr: 2.382e-01, eta: 3 days, 1:55:04, time: 1.370, data_time: 0.006, memory: 5020, top1_acc: 0.2719, top5_acc: 0.5107, loss_cls: 3.4482, loss: 3.4482, grad_norm: 1.2942 2020-07-29 01:49:36,497 - mmaction - INFO - Epoch [80][220/940] lr: 2.382e-01, eta: 2 days, 22:28:18, time: 1.374, data_time: 0.005, memory: 5020, top1_acc: 0.2596, top5_acc: 0.5053, loss_cls: 3.4799, loss: 3.4799, grad_norm: 1.3064 2020-07-29 01:50:04,706 - mmaction - INFO - Epoch [80][240/940] lr: 2.382e-01, eta: 2 days, 19:40:38, time: 1.410, data_time: 0.006, memory: 5020, top1_acc: 0.2654, top5_acc: 0.5127, loss_cls: 3.4553, loss: 3.4553, grad_norm: 1.2892 2020-07-29 01:50:32,104 - mmaction - INFO - Epoch [80][260/940] lr: 2.382e-01, eta: 2 days, 17:13:46, time: 1.370, data_time: 0.002, memory: 5020, top1_acc: 0.2609, top5_acc: 0.5012, loss_cls: 3.4757, loss: 3.4757, grad_norm: 1.3042 2020-07-29 01:50:59,574 - mmaction - INFO - Epoch [80][280/940] lr: 2.382e-01, eta: 2 days, 15:08:03, time: 1.372, data_time: 0.005, memory: 5020, top1_acc: 0.2715, top5_acc: 0.5098, loss_cls: 3.4552, loss: 3.4552, grad_norm: 1.3065 2020-07-29 01:51:27,421 - mmaction - INFO - Epoch [80][300/940] lr: 2.382e-01, eta: 2 days, 13:21:06, time: 1.392, data_time: 0.005, memory: 5020, top1_acc: 0.2586, top5_acc: 0.4986, loss_cls: 3.5217, loss: 3.5217, grad_norm: 1.3001 2020-07-29 01:51:55,471 - mmaction - INFO - Epoch [80][320/940] lr: 2.382e-01, eta: 2 days, 11:48:46, time: 1.405, data_time: 0.006, memory: 5020, top1_acc: 0.2580, top5_acc: 0.4986, loss_cls: 3.4993, loss: 3.4993, grad_norm: 1.2898 2020-07-29 01:52:22,966 - mmaction - INFO - Epoch [80][340/940] lr: 2.382e-01, eta: 2 days, 10:24:27, time: 1.375, data_time: 0.002, memory: 5020, top1_acc: 0.2744, top5_acc: 0.5262, loss_cls: 3.3949, loss: 3.3949, grad_norm: 1.2992 2020-07-29 01:52:50,457 - mmaction - INFO - Epoch [80][360/940] lr: 2.382e-01, eta: 2 days, 9:09:17, time: 1.373, data_time: 0.005, memory: 5020, top1_acc: 0.2660, top5_acc: 0.5146, loss_cls: 3.4688, loss: 3.4688, grad_norm: 1.2999 2020-07-29 01:53:18,142 - mmaction - INFO - Epoch [80][380/940] lr: 2.382e-01, eta: 2 days, 8:03:04, time: 1.386, data_time: 0.005, memory: 5020, top1_acc: 0.2633, top5_acc: 0.5068, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.2830 2020-07-29 01:53:46,420 - mmaction - INFO - Epoch [80][400/940] lr: 2.382e-01, eta: 2 days, 7:05:28, time: 1.412, data_time: 0.005, memory: 5020, top1_acc: 0.2562, top5_acc: 0.4961, loss_cls: 3.5037, loss: 3.5037, grad_norm: 1.2970 2020-07-29 01:54:14,106 - mmaction - INFO - Epoch [80][420/940] lr: 2.382e-01, eta: 2 days, 6:11:24, time: 1.386, data_time: 0.005, memory: 5020, top1_acc: 0.2707, top5_acc: 0.5209, loss_cls: 3.4242, loss: 3.4242, grad_norm: 1.3198 2020-07-29 01:54:41,999 - mmaction - INFO - Epoch [80][440/940] lr: 2.382e-01, eta: 2 days, 5:22:40, time: 1.393, data_time: 0.005, memory: 5020, top1_acc: 0.2623, top5_acc: 0.5076, loss_cls: 3.4725, loss: 3.4725, grad_norm: 1.3168 2020-07-29 01:55:10,313 - mmaction - INFO - Epoch [80][460/940] lr: 2.382e-01, eta: 2 days, 4:39:45, time: 1.417, data_time: 0.006, memory: 5020, top1_acc: 0.2631, top5_acc: 0.5066, loss_cls: 3.4876, loss: 3.4876, grad_norm: 1.3359 2020-07-29 01:55:37,785 - mmaction - INFO - Epoch [80][480/940] lr: 2.382e-01, eta: 2 days, 3:57:36, time: 1.374, data_time: 0.003, memory: 5020, top1_acc: 0.2605, top5_acc: 0.5008, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.2928 2020-07-29 01:56:05,602 - mmaction - INFO - Epoch [80][500/940] lr: 2.382e-01, eta: 2 days, 3:19:44, time: 1.389, data_time: 0.005, memory: 5020, top1_acc: 0.2574, top5_acc: 0.4875, loss_cls: 3.4834, loss: 3.4834, grad_norm: 1.2864 2020-07-29 01:56:33,255 - mmaction - INFO - Epoch [80][520/940] lr: 2.382e-01, eta: 2 days, 2:44:27, time: 1.384, data_time: 0.005, memory: 5020, top1_acc: 0.2602, top5_acc: 0.4998, loss_cls: 3.4993, loss: 3.4993, grad_norm: 1.3028 2020-07-29 01:57:00,885 - mmaction - INFO - Epoch [80][540/940] lr: 2.382e-01, eta: 2 days, 2:11:29, time: 1.380, data_time: 0.005, memory: 5020, top1_acc: 0.2635, top5_acc: 0.5033, loss_cls: 3.4843, loss: 3.4843, grad_norm: 1.3313 2020-07-29 01:57:28,673 - mmaction - INFO - Epoch [80][560/940] lr: 2.382e-01, eta: 2 days, 1:41:27, time: 1.391, data_time: 0.005, memory: 5020, top1_acc: 0.2584, top5_acc: 0.4918, loss_cls: 3.4884, loss: 3.4884, grad_norm: 1.2831 2020-07-29 01:57:56,464 - mmaction - INFO - Epoch [80][580/940] lr: 2.382e-01, eta: 2 days, 1:13:17, time: 1.388, data_time: 0.006, memory: 5020, top1_acc: 0.2531, top5_acc: 0.4973, loss_cls: 3.4806, loss: 3.4806, grad_norm: 1.2870 2020-07-29 01:58:24,151 - mmaction - INFO - Epoch [80][600/940] lr: 2.382e-01, eta: 2 days, 0:46:48, time: 1.385, data_time: 0.005, memory: 5020, top1_acc: 0.2658, top5_acc: 0.5133, loss_cls: 3.4472, loss: 3.4472, grad_norm: 1.3109 2020-07-29 01:58:51,994 - mmaction - INFO - Epoch [80][620/940] lr: 2.382e-01, eta: 2 days, 0:22:21, time: 1.392, data_time: 0.006, memory: 5020, top1_acc: 0.2521, top5_acc: 0.4916, loss_cls: 3.5216, loss: 3.5216, grad_norm: 1.2820 2020-07-29 01:59:19,420 - mmaction - INFO - Epoch [80][640/940] lr: 2.382e-01, eta: 1 day, 23:58:31, time: 1.374, data_time: 0.005, memory: 5020, top1_acc: 0.2648, top5_acc: 0.5023, loss_cls: 3.4547, loss: 3.4547, grad_norm: 1.2918 2020-07-29 01:59:47,110 - mmaction - INFO - Epoch [80][660/940] lr: 2.382e-01, eta: 1 day, 23:36:36, time: 1.384, data_time: 0.005, memory: 5020, top1_acc: 0.2627, top5_acc: 0.5094, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.3067 2020-07-29 02:00:17,965 - mmaction - INFO - Epoch [80][680/940] lr: 2.382e-01, eta: 1 day, 23:22:45, time: 1.532, data_time: 0.004, memory: 5020, top1_acc: 0.2559, top5_acc: 0.5064, loss_cls: 3.4566, loss: 3.4566, grad_norm: 1.3176 2020-07-29 02:00:46,122 - mmaction - INFO - Epoch [80][700/940] lr: 2.382e-01, eta: 1 day, 23:04:39, time: 1.420, data_time: 0.027, memory: 5020, top1_acc: 0.2615, top5_acc: 0.5041, loss_cls: 3.4412, loss: 3.4412, grad_norm: 1.3074 2020-07-29 02:01:13,841 - mmaction - INFO - Epoch [80][720/940] lr: 2.382e-01, eta: 1 day, 22:46:04, time: 1.386, data_time: 0.002, memory: 5020, top1_acc: 0.2557, top5_acc: 0.5035, loss_cls: 3.4827, loss: 3.4827, grad_norm: 1.2925 2020-07-29 02:01:41,928 - mmaction - INFO - Epoch [80][740/940] lr: 2.382e-01, eta: 1 day, 22:29:10, time: 1.403, data_time: 0.005, memory: 5020, top1_acc: 0.2641, top5_acc: 0.5041, loss_cls: 3.4588, loss: 3.4588, grad_norm: 1.3080 2020-07-29 02:02:09,646 - mmaction - INFO - Epoch [80][760/940] lr: 2.382e-01, eta: 1 day, 22:12:30, time: 1.387, data_time: 0.005, memory: 5020, top1_acc: 0.2658, top5_acc: 0.4967, loss_cls: 3.5001, loss: 3.5001, grad_norm: 1.3050 2020-07-29 02:02:38,065 - mmaction - INFO - Epoch [80][780/940] lr: 2.382e-01, eta: 1 day, 21:58:01, time: 1.421, data_time: 0.004, memory: 5020, top1_acc: 0.2631, top5_acc: 0.5010, loss_cls: 3.5006, loss: 3.5006, grad_norm: 1.3289 2020-07-29 02:03:06,050 - mmaction - INFO - Epoch [80][800/940] lr: 2.382e-01, eta: 1 day, 21:43:19, time: 1.398, data_time: 0.005, memory: 5020, top1_acc: 0.2594, top5_acc: 0.5010, loss_cls: 3.4963, loss: 3.4963, grad_norm: 1.2763 2020-07-29 02:03:33,978 - mmaction - INFO - Epoch [80][820/940] lr: 2.382e-01, eta: 1 day, 21:29:19, time: 1.398, data_time: 0.005, memory: 5020, top1_acc: 0.2621, top5_acc: 0.5055, loss_cls: 3.4640, loss: 3.4640, grad_norm: 1.3458 2020-07-29 02:04:02,002 - mmaction - INFO - Epoch [80][840/940] lr: 2.382e-01, eta: 1 day, 21:16:02, time: 1.399, data_time: 0.006, memory: 5020, top1_acc: 0.2725, top5_acc: 0.5143, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.3229 2020-07-29 02:04:29,777 - mmaction - INFO - Epoch [80][860/940] lr: 2.382e-01, eta: 1 day, 21:03:01, time: 1.391, data_time: 0.005, memory: 5020, top1_acc: 0.2555, top5_acc: 0.4986, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.3330 2020-07-29 02:04:57,631 - mmaction - INFO - Epoch [80][880/940] lr: 2.382e-01, eta: 1 day, 20:50:34, time: 1.390, data_time: 0.005, memory: 5020, top1_acc: 0.2738, top5_acc: 0.5043, loss_cls: 3.4557, loss: 3.4557, grad_norm: 1.2647 2020-07-29 02:05:25,624 - mmaction - INFO - Epoch [80][900/940] lr: 2.382e-01, eta: 1 day, 20:38:58, time: 1.400, data_time: 0.006, memory: 5020, top1_acc: 0.2586, top5_acc: 0.5068, loss_cls: 3.4725, loss: 3.4725, grad_norm: 1.3006 2020-07-29 02:05:53,279 - mmaction - INFO - Epoch [80][920/940] lr: 2.382e-01, eta: 1 day, 20:27:16, time: 1.382, data_time: 0.007, memory: 5020, top1_acc: 0.2561, top5_acc: 0.4973, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.3242 2020-07-29 02:06:22,515 - mmaction - INFO - Epoch [80][940/940] lr: 2.382e-01, eta: 1 day, 20:18:45, time: 1.464, data_time: 0.006, memory: 5020, top1_acc: 0.2601, top5_acc: 0.4972, loss_cls: 3.5131, loss: 3.5131, grad_norm: 1.3195 2020-07-29 02:06:22,792 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-29 02:12:57,218 - mmaction - INFO - Epoch [81][20/940] lr: 2.347e-01, eta: 2 days, 6:04:40, time: 19.670, data_time: 0.432, memory: 5021, top1_acc: 0.2656, top5_acc: 0.4982, loss_cls: 3.4775, loss: 3.4775, grad_norm: 1.3368 2020-07-29 02:13:24,515 - mmaction - INFO - Epoch [81][40/940] lr: 2.347e-01, eta: 2 days, 5:41:28, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.2578, top5_acc: 0.4982, loss_cls: 3.4928, loss: 3.4928, grad_norm: 1.3051 2020-07-29 02:13:52,034 - mmaction - INFO - Epoch [81][60/940] lr: 2.347e-01, eta: 2 days, 5:19:24, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2637, top5_acc: 0.5086, loss_cls: 3.4594, loss: 3.4594, grad_norm: 1.3233 2020-07-29 02:14:19,397 - mmaction - INFO - Epoch [81][80/940] lr: 2.347e-01, eta: 2 days, 4:58:03, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2539, top5_acc: 0.5031, loss_cls: 3.4836, loss: 3.4836, grad_norm: 1.2918 2020-07-29 02:14:46,920 - mmaction - INFO - Epoch [81][100/940] lr: 2.347e-01, eta: 2 days, 4:37:38, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2578, top5_acc: 0.5104, loss_cls: 3.4691, loss: 3.4691, grad_norm: 1.3079 2020-07-29 02:15:15,134 - mmaction - INFO - Epoch [81][120/940] lr: 2.347e-01, eta: 2 days, 4:19:03, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.2760, top5_acc: 0.5117, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.2923 2020-07-29 02:15:43,034 - mmaction - INFO - Epoch [81][140/940] lr: 2.347e-01, eta: 2 days, 4:00:43, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2645, top5_acc: 0.5166, loss_cls: 3.4048, loss: 3.4048, grad_norm: 1.3088 2020-07-29 02:16:10,999 - mmaction - INFO - Epoch [81][160/940] lr: 2.347e-01, eta: 2 days, 3:43:04, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.2674, top5_acc: 0.5098, loss_cls: 3.4474, loss: 3.4474, grad_norm: 1.3259 2020-07-29 02:16:39,155 - mmaction - INFO - Epoch [81][180/940] lr: 2.347e-01, eta: 2 days, 3:26:17, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5105, loss_cls: 3.4306, loss: 3.4306, grad_norm: 1.3168 2020-07-29 02:17:06,668 - mmaction - INFO - Epoch [81][200/940] lr: 2.347e-01, eta: 2 days, 3:09:16, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2615, top5_acc: 0.5016, loss_cls: 3.4706, loss: 3.4706, grad_norm: 1.3020 2020-07-29 02:17:34,343 - mmaction - INFO - Epoch [81][220/940] lr: 2.347e-01, eta: 2 days, 2:52:57, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2660, top5_acc: 0.5025, loss_cls: 3.4818, loss: 3.4818, grad_norm: 1.3271 2020-07-29 02:18:02,129 - mmaction - INFO - Epoch [81][240/940] lr: 2.347e-01, eta: 2 days, 2:37:24, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2664, top5_acc: 0.4984, loss_cls: 3.4998, loss: 3.4998, grad_norm: 1.3284 2020-07-29 02:18:30,121 - mmaction - INFO - Epoch [81][260/940] lr: 2.347e-01, eta: 2 days, 2:22:32, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2701, top5_acc: 0.5191, loss_cls: 3.4200, loss: 3.4200, grad_norm: 1.3237 2020-07-29 02:18:57,749 - mmaction - INFO - Epoch [81][280/940] lr: 2.347e-01, eta: 2 days, 2:07:46, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.2547, top5_acc: 0.5062, loss_cls: 3.4740, loss: 3.4740, grad_norm: 1.2914 2020-07-29 02:19:25,591 - mmaction - INFO - Epoch [81][300/940] lr: 2.347e-01, eta: 2 days, 1:53:38, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2672, top5_acc: 0.5113, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.2995 2020-07-29 02:19:53,431 - mmaction - INFO - Epoch [81][320/940] lr: 2.347e-01, eta: 2 days, 1:40:03, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2637, top5_acc: 0.5014, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.3210 2020-07-29 02:20:21,539 - mmaction - INFO - Epoch [81][340/940] lr: 2.347e-01, eta: 2 days, 1:27:06, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.2615, top5_acc: 0.5053, loss_cls: 3.4399, loss: 3.4399, grad_norm: 1.2981 2020-07-29 02:20:49,286 - mmaction - INFO - Epoch [81][360/940] lr: 2.347e-01, eta: 2 days, 1:14:10, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2783, top5_acc: 0.5102, loss_cls: 3.3833, loss: 3.3833, grad_norm: 1.3108 2020-07-29 02:21:17,038 - mmaction - INFO - Epoch [81][380/940] lr: 2.347e-01, eta: 2 days, 1:01:33, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2629, top5_acc: 0.5098, loss_cls: 3.4731, loss: 3.4731, grad_norm: 1.3327 2020-07-29 02:21:44,894 - mmaction - INFO - Epoch [81][400/940] lr: 2.347e-01, eta: 2 days, 0:49:30, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2611, top5_acc: 0.5039, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.2956 2020-07-29 02:22:12,696 - mmaction - INFO - Epoch [81][420/940] lr: 2.347e-01, eta: 2 days, 0:37:36, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2746, top5_acc: 0.5000, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.2974 2020-07-29 02:22:40,951 - mmaction - INFO - Epoch [81][440/940] lr: 2.347e-01, eta: 2 days, 0:26:39, time: 1.414, data_time: 0.007, memory: 5021, top1_acc: 0.2639, top5_acc: 0.5045, loss_cls: 3.4825, loss: 3.4825, grad_norm: 1.3098 2020-07-29 02:23:08,850 - mmaction - INFO - Epoch [81][460/940] lr: 2.347e-01, eta: 2 days, 0:15:38, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.2695, top5_acc: 0.5035, loss_cls: 3.4709, loss: 3.4709, grad_norm: 1.3306 2020-07-29 02:23:36,668 - mmaction - INFO - Epoch [81][480/940] lr: 2.347e-01, eta: 2 days, 0:04:44, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2703, top5_acc: 0.5049, loss_cls: 3.4396, loss: 3.4396, grad_norm: 1.3309 2020-07-29 02:24:04,457 - mmaction - INFO - Epoch [81][500/940] lr: 2.347e-01, eta: 1 day, 23:54:11, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2537, top5_acc: 0.5096, loss_cls: 3.4492, loss: 3.4492, grad_norm: 1.3379 2020-07-29 02:24:32,347 - mmaction - INFO - Epoch [81][520/940] lr: 2.347e-01, eta: 1 day, 23:43:55, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2654, top5_acc: 0.5043, loss_cls: 3.4668, loss: 3.4668, grad_norm: 1.3202 2020-07-29 02:25:00,075 - mmaction - INFO - Epoch [81][540/940] lr: 2.347e-01, eta: 1 day, 23:33:51, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.2605, top5_acc: 0.4979, loss_cls: 3.4858, loss: 3.4858, grad_norm: 1.3477 2020-07-29 02:25:28,165 - mmaction - INFO - Epoch [81][560/940] lr: 2.347e-01, eta: 1 day, 23:24:17, time: 1.401, data_time: 0.004, memory: 5021, top1_acc: 0.2586, top5_acc: 0.5129, loss_cls: 3.4627, loss: 3.4627, grad_norm: 1.3219 2020-07-29 02:25:56,044 - mmaction - INFO - Epoch [81][580/940] lr: 2.347e-01, eta: 1 day, 23:14:53, time: 1.397, data_time: 0.007, memory: 5021, top1_acc: 0.2693, top5_acc: 0.4975, loss_cls: 3.5148, loss: 3.5148, grad_norm: 1.3190 2020-07-29 02:26:23,893 - mmaction - INFO - Epoch [81][600/940] lr: 2.347e-01, eta: 1 day, 23:05:34, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2643, top5_acc: 0.5082, loss_cls: 3.4443, loss: 3.4443, grad_norm: 1.2884 2020-07-29 02:26:51,642 - mmaction - INFO - Epoch [81][620/940] lr: 2.347e-01, eta: 1 day, 22:56:28, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2598, top5_acc: 0.5076, loss_cls: 3.4672, loss: 3.4672, grad_norm: 1.3146 2020-07-29 02:27:19,550 - mmaction - INFO - Epoch [81][640/940] lr: 2.347e-01, eta: 1 day, 22:47:42, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.2553, top5_acc: 0.4967, loss_cls: 3.4873, loss: 3.4873, grad_norm: 1.3232 2020-07-29 02:27:47,152 - mmaction - INFO - Epoch [81][660/940] lr: 2.347e-01, eta: 1 day, 22:38:49, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2727, top5_acc: 0.5004, loss_cls: 3.4924, loss: 3.4924, grad_norm: 1.2657 2020-07-29 02:28:14,850 - mmaction - INFO - Epoch [81][680/940] lr: 2.347e-01, eta: 1 day, 22:30:18, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2668, top5_acc: 0.5029, loss_cls: 3.4921, loss: 3.4921, grad_norm: 1.2982 2020-07-29 02:28:42,246 - mmaction - INFO - Epoch [81][700/940] lr: 2.347e-01, eta: 1 day, 22:21:39, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.2547, top5_acc: 0.5010, loss_cls: 3.5061, loss: 3.5061, grad_norm: 1.3143 2020-07-29 02:29:09,936 - mmaction - INFO - Epoch [81][720/940] lr: 2.347e-01, eta: 1 day, 22:13:29, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2561, top5_acc: 0.4953, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.2835 2020-07-29 02:29:38,003 - mmaction - INFO - Epoch [81][740/940] lr: 2.347e-01, eta: 1 day, 22:05:51, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5145, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.3283 2020-07-29 02:30:06,264 - mmaction - INFO - Epoch [81][760/940] lr: 2.347e-01, eta: 1 day, 21:58:33, time: 1.413, data_time: 0.004, memory: 5021, top1_acc: 0.2561, top5_acc: 0.5006, loss_cls: 3.4758, loss: 3.4758, grad_norm: 1.3325 2020-07-29 02:30:33,819 - mmaction - INFO - Epoch [81][780/940] lr: 2.347e-01, eta: 1 day, 21:50:47, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.2639, top5_acc: 0.5033, loss_cls: 3.4320, loss: 3.4320, grad_norm: 1.3120 2020-07-29 02:31:01,958 - mmaction - INFO - Epoch [81][800/940] lr: 2.347e-01, eta: 1 day, 21:43:40, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.2611, top5_acc: 0.5033, loss_cls: 3.4798, loss: 3.4798, grad_norm: 1.3058 2020-07-29 02:31:29,549 - mmaction - INFO - Epoch [81][820/940] lr: 2.347e-01, eta: 1 day, 21:36:18, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2719, top5_acc: 0.5133, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.3041 2020-07-29 02:31:57,356 - mmaction - INFO - Epoch [81][840/940] lr: 2.347e-01, eta: 1 day, 21:29:11, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2551, top5_acc: 0.5121, loss_cls: 3.4711, loss: 3.4711, grad_norm: 1.3080 2020-07-29 02:32:25,263 - mmaction - INFO - Epoch [81][860/940] lr: 2.347e-01, eta: 1 day, 21:22:23, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.2660, top5_acc: 0.5092, loss_cls: 3.4705, loss: 3.4705, grad_norm: 1.2935 2020-07-29 02:32:53,188 - mmaction - INFO - Epoch [81][880/940] lr: 2.347e-01, eta: 1 day, 21:15:40, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2680, top5_acc: 0.4973, loss_cls: 3.4805, loss: 3.4805, grad_norm: 1.2763 2020-07-29 02:33:21,050 - mmaction - INFO - Epoch [81][900/940] lr: 2.347e-01, eta: 1 day, 21:09:06, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2580, top5_acc: 0.5139, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.3008 2020-07-29 02:33:48,849 - mmaction - INFO - Epoch [81][920/940] lr: 2.347e-01, eta: 1 day, 21:02:33, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2760, top5_acc: 0.5145, loss_cls: 3.4210, loss: 3.4210, grad_norm: 1.3205 2020-07-29 02:34:16,158 - mmaction - INFO - Epoch [81][940/940] lr: 2.347e-01, eta: 1 day, 20:55:45, time: 1.365, data_time: 0.005, memory: 5021, top1_acc: 0.2597, top5_acc: 0.4988, loss_cls: 3.5054, loss: 3.5054, grad_norm: 1.3196 2020-07-29 02:34:16,495 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-07-29 02:38:48,473 - mmaction - INFO - Epoch [82][20/940] lr: 2.313e-01, eta: 2 days, 0:08:02, time: 13.553, data_time: 0.363, memory: 5021, top1_acc: 0.2557, top5_acc: 0.4990, loss_cls: 3.4703, loss: 3.4703, grad_norm: 1.3177 2020-07-29 02:39:15,723 - mmaction - INFO - Epoch [82][40/940] lr: 2.313e-01, eta: 1 day, 23:59:22, time: 1.364, data_time: 0.004, memory: 5021, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.4063, loss: 3.4063, grad_norm: 1.2762 2020-07-29 02:39:42,963 - mmaction - INFO - Epoch [82][60/940] lr: 2.313e-01, eta: 1 day, 23:50:48, time: 1.360, data_time: 0.004, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5043, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.3063 2020-07-29 02:40:10,387 - mmaction - INFO - Epoch [82][80/940] lr: 2.313e-01, eta: 1 day, 23:42:35, time: 1.371, data_time: 0.006, memory: 5021, top1_acc: 0.2637, top5_acc: 0.5215, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.3050 2020-07-29 02:40:37,726 - mmaction - INFO - Epoch [82][100/940] lr: 2.313e-01, eta: 1 day, 23:34:29, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.4374, loss: 3.4374, grad_norm: 1.3489 2020-07-29 02:41:05,210 - mmaction - INFO - Epoch [82][120/940] lr: 2.313e-01, eta: 1 day, 23:26:35, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2607, top5_acc: 0.5041, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.3180 2020-07-29 02:41:32,857 - mmaction - INFO - Epoch [82][140/940] lr: 2.313e-01, eta: 1 day, 23:19:01, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2596, top5_acc: 0.5055, loss_cls: 3.4650, loss: 3.4650, grad_norm: 1.2812 2020-07-29 02:42:00,676 - mmaction - INFO - Epoch [82][160/940] lr: 2.313e-01, eta: 1 day, 23:11:40, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2682, top5_acc: 0.5061, loss_cls: 3.4387, loss: 3.4387, grad_norm: 1.3271 2020-07-29 02:42:28,628 - mmaction - INFO - Epoch [82][180/940] lr: 2.313e-01, eta: 1 day, 23:04:35, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5086, loss_cls: 3.4395, loss: 3.4395, grad_norm: 1.3380 2020-07-29 02:42:56,662 - mmaction - INFO - Epoch [82][200/940] lr: 2.313e-01, eta: 1 day, 22:57:42, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2670, top5_acc: 0.5064, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.3220 2020-07-29 02:43:24,306 - mmaction - INFO - Epoch [82][220/940] lr: 2.313e-01, eta: 1 day, 22:50:38, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5062, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.3353 2020-07-29 02:43:52,120 - mmaction - INFO - Epoch [82][240/940] lr: 2.313e-01, eta: 1 day, 22:43:47, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2656, top5_acc: 0.5070, loss_cls: 3.4456, loss: 3.4456, grad_norm: 1.3435 2020-07-29 02:44:19,829 - mmaction - INFO - Epoch [82][260/940] lr: 2.313e-01, eta: 1 day, 22:37:02, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2592, top5_acc: 0.5096, loss_cls: 3.4674, loss: 3.4674, grad_norm: 1.3314 2020-07-29 02:44:47,856 - mmaction - INFO - Epoch [82][280/940] lr: 2.313e-01, eta: 1 day, 22:30:35, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.2619, top5_acc: 0.5049, loss_cls: 3.4626, loss: 3.4626, grad_norm: 1.3370 2020-07-29 02:45:15,660 - mmaction - INFO - Epoch [82][300/940] lr: 2.313e-01, eta: 1 day, 22:24:06, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2646, top5_acc: 0.5010, loss_cls: 3.4647, loss: 3.4647, grad_norm: 1.3090 2020-07-29 02:45:43,415 - mmaction - INFO - Epoch [82][320/940] lr: 2.313e-01, eta: 1 day, 22:17:43, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2639, top5_acc: 0.5113, loss_cls: 3.4372, loss: 3.4372, grad_norm: 1.2922 2020-07-29 02:46:11,264 - mmaction - INFO - Epoch [82][340/940] lr: 2.313e-01, eta: 1 day, 22:11:29, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.2621, top5_acc: 0.5035, loss_cls: 3.4587, loss: 3.4587, grad_norm: 1.3386 2020-07-29 02:46:39,264 - mmaction - INFO - Epoch [82][360/940] lr: 2.313e-01, eta: 1 day, 22:05:26, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2637, top5_acc: 0.4998, loss_cls: 3.4757, loss: 3.4757, grad_norm: 1.3001 2020-07-29 02:47:06,937 - mmaction - INFO - Epoch [82][380/940] lr: 2.313e-01, eta: 1 day, 21:59:19, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2646, top5_acc: 0.5016, loss_cls: 3.4879, loss: 3.4879, grad_norm: 1.3000 2020-07-29 02:47:35,116 - mmaction - INFO - Epoch [82][400/940] lr: 2.313e-01, eta: 1 day, 21:53:35, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5033, loss_cls: 3.4450, loss: 3.4450, grad_norm: 1.3032 2020-07-29 02:48:02,875 - mmaction - INFO - Epoch [82][420/940] lr: 2.313e-01, eta: 1 day, 21:47:42, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2605, top5_acc: 0.4951, loss_cls: 3.5012, loss: 3.5012, grad_norm: 1.2959 2020-07-29 02:48:30,389 - mmaction - INFO - Epoch [82][440/940] lr: 2.313e-01, eta: 1 day, 21:41:43, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5203, loss_cls: 3.3922, loss: 3.3922, grad_norm: 1.3305 2020-07-29 02:48:57,946 - mmaction - INFO - Epoch [82][460/940] lr: 2.313e-01, eta: 1 day, 21:35:52, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2621, top5_acc: 0.5088, loss_cls: 3.4639, loss: 3.4639, grad_norm: 1.3530 2020-07-29 02:49:25,460 - mmaction - INFO - Epoch [82][480/940] lr: 2.313e-01, eta: 1 day, 21:30:06, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2574, top5_acc: 0.5072, loss_cls: 3.4490, loss: 3.4490, grad_norm: 1.3198 2020-07-29 02:49:53,340 - mmaction - INFO - Epoch [82][500/940] lr: 2.313e-01, eta: 1 day, 21:24:38, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.2645, top5_acc: 0.5055, loss_cls: 3.4818, loss: 3.4818, grad_norm: 1.3029 2020-07-29 02:50:21,482 - mmaction - INFO - Epoch [82][520/940] lr: 2.313e-01, eta: 1 day, 21:19:27, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.2576, top5_acc: 0.5080, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.3411 2020-07-29 02:50:49,407 - mmaction - INFO - Epoch [82][540/940] lr: 2.313e-01, eta: 1 day, 21:14:10, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4351, loss: 3.4351, grad_norm: 1.2944 2020-07-29 02:51:17,650 - mmaction - INFO - Epoch [82][560/940] lr: 2.313e-01, eta: 1 day, 21:09:12, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.2590, top5_acc: 0.4938, loss_cls: 3.4939, loss: 3.4939, grad_norm: 1.3375 2020-07-29 02:51:45,143 - mmaction - INFO - Epoch [82][580/940] lr: 2.313e-01, eta: 1 day, 21:03:48, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2693, top5_acc: 0.5080, loss_cls: 3.4228, loss: 3.4228, grad_norm: 1.3253 2020-07-29 02:52:13,073 - mmaction - INFO - Epoch [82][600/940] lr: 2.313e-01, eta: 1 day, 20:58:46, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2656, top5_acc: 0.5064, loss_cls: 3.4523, loss: 3.4523, grad_norm: 1.3287 2020-07-29 02:52:40,841 - mmaction - INFO - Epoch [82][620/940] lr: 2.313e-01, eta: 1 day, 20:53:43, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2582, top5_acc: 0.5020, loss_cls: 3.4601, loss: 3.4601, grad_norm: 1.3376 2020-07-29 02:53:08,767 - mmaction - INFO - Epoch [82][640/940] lr: 2.313e-01, eta: 1 day, 20:48:51, time: 1.398, data_time: 0.004, memory: 5021, top1_acc: 0.2631, top5_acc: 0.5104, loss_cls: 3.4372, loss: 3.4372, grad_norm: 1.3397 2020-07-29 02:53:36,923 - mmaction - INFO - Epoch [82][660/940] lr: 2.313e-01, eta: 1 day, 20:44:09, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.2836, top5_acc: 0.4965, loss_cls: 3.4587, loss: 3.4587, grad_norm: 1.3042 2020-07-29 02:54:04,798 - mmaction - INFO - Epoch [82][680/940] lr: 2.313e-01, eta: 1 day, 20:39:23, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2621, top5_acc: 0.5092, loss_cls: 3.4538, loss: 3.4538, grad_norm: 1.3270 2020-07-29 02:54:32,585 - mmaction - INFO - Epoch [82][700/940] lr: 2.313e-01, eta: 1 day, 20:34:35, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2600, top5_acc: 0.5113, loss_cls: 3.4286, loss: 3.4286, grad_norm: 1.3347 2020-07-29 02:55:00,226 - mmaction - INFO - Epoch [82][720/940] lr: 2.313e-01, eta: 1 day, 20:29:50, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5100, loss_cls: 3.4467, loss: 3.4467, grad_norm: 1.3078 2020-07-29 02:55:28,151 - mmaction - INFO - Epoch [82][740/940] lr: 2.313e-01, eta: 1 day, 20:25:15, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2770, top5_acc: 0.5172, loss_cls: 3.4131, loss: 3.4131, grad_norm: 1.3071 2020-07-29 02:55:55,894 - mmaction - INFO - Epoch [82][760/940] lr: 2.313e-01, eta: 1 day, 20:20:40, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5061, loss_cls: 3.4662, loss: 3.4662, grad_norm: 1.2991 2020-07-29 02:56:23,838 - mmaction - INFO - Epoch [82][780/940] lr: 2.313e-01, eta: 1 day, 20:16:14, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5111, loss_cls: 3.4349, loss: 3.4349, grad_norm: 1.2994 2020-07-29 02:56:51,826 - mmaction - INFO - Epoch [82][800/940] lr: 2.313e-01, eta: 1 day, 20:11:55, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5297, loss_cls: 3.4064, loss: 3.4064, grad_norm: 1.3041 2020-07-29 02:57:19,144 - mmaction - INFO - Epoch [82][820/940] lr: 2.313e-01, eta: 1 day, 20:07:14, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.2654, top5_acc: 0.5068, loss_cls: 3.4611, loss: 3.4611, grad_norm: 1.3354 2020-07-29 02:57:46,821 - mmaction - INFO - Epoch [82][840/940] lr: 2.313e-01, eta: 1 day, 20:02:52, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2561, top5_acc: 0.4934, loss_cls: 3.5164, loss: 3.5164, grad_norm: 1.2830 2020-07-29 02:58:14,295 - mmaction - INFO - Epoch [82][860/940] lr: 2.313e-01, eta: 1 day, 19:58:25, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.2629, top5_acc: 0.5119, loss_cls: 3.4412, loss: 3.4412, grad_norm: 1.3251 2020-07-29 02:58:41,908 - mmaction - INFO - Epoch [82][880/940] lr: 2.313e-01, eta: 1 day, 19:54:06, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5170, loss_cls: 3.4202, loss: 3.4202, grad_norm: 1.3445 2020-07-29 02:59:09,467 - mmaction - INFO - Epoch [82][900/940] lr: 2.313e-01, eta: 1 day, 19:49:47, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.2617, top5_acc: 0.5102, loss_cls: 3.4420, loss: 3.4420, grad_norm: 1.3233 2020-07-29 02:59:37,111 - mmaction - INFO - Epoch [82][920/940] lr: 2.313e-01, eta: 1 day, 19:45:37, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5117, loss_cls: 3.4217, loss: 3.4217, grad_norm: 1.3396 2020-07-29 03:00:08,014 - mmaction - INFO - Epoch [82][940/940] lr: 2.313e-01, eta: 1 day, 19:43:14, time: 1.543, data_time: 0.005, memory: 5021, top1_acc: 0.2750, top5_acc: 0.5144, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.3356 2020-07-29 03:00:08,350 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-07-29 03:02:49,430 - mmaction - INFO - Epoch [83][20/940] lr: 2.278e-01, eta: 1 day, 20:50:42, time: 8.004, data_time: 0.620, memory: 5021, top1_acc: 0.2654, top5_acc: 0.5102, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.3608 2020-07-29 03:03:17,102 - mmaction - INFO - Epoch [83][40/940] lr: 2.278e-01, eta: 1 day, 20:46:11, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5113, loss_cls: 3.4386, loss: 3.4386, grad_norm: 1.3155 2020-07-29 03:03:45,224 - mmaction - INFO - Epoch [83][60/940] lr: 2.278e-01, eta: 1 day, 20:41:55, time: 1.406, data_time: 0.002, memory: 5021, top1_acc: 0.2734, top5_acc: 0.5104, loss_cls: 3.4274, loss: 3.4274, grad_norm: 1.3053 2020-07-29 03:04:13,351 - mmaction - INFO - Epoch [83][80/940] lr: 2.278e-01, eta: 1 day, 20:37:42, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.2719, top5_acc: 0.5109, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.3273 2020-07-29 03:04:40,801 - mmaction - INFO - Epoch [83][100/940] lr: 2.278e-01, eta: 1 day, 20:33:14, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2854, top5_acc: 0.5219, loss_cls: 3.3750, loss: 3.3750, grad_norm: 1.3163 2020-07-29 03:05:08,723 - mmaction - INFO - Epoch [83][120/940] lr: 2.278e-01, eta: 1 day, 20:29:01, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.2824, top5_acc: 0.5217, loss_cls: 3.3900, loss: 3.3900, grad_norm: 1.3370 2020-07-29 03:05:36,279 - mmaction - INFO - Epoch [83][140/940] lr: 2.278e-01, eta: 1 day, 20:24:41, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.2648, top5_acc: 0.5104, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.3332 2020-07-29 03:06:03,917 - mmaction - INFO - Epoch [83][160/940] lr: 2.278e-01, eta: 1 day, 20:20:25, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.2641, top5_acc: 0.5061, loss_cls: 3.4629, loss: 3.4629, grad_norm: 1.3297 2020-07-29 03:06:31,757 - mmaction - INFO - Epoch [83][180/940] lr: 2.278e-01, eta: 1 day, 20:16:21, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2648, top5_acc: 0.5100, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.3337 2020-07-29 03:06:59,380 - mmaction - INFO - Epoch [83][200/940] lr: 2.278e-01, eta: 1 day, 20:12:11, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2633, top5_acc: 0.4955, loss_cls: 3.4781, loss: 3.4781, grad_norm: 1.2976 2020-07-29 03:07:26,821 - mmaction - INFO - Epoch [83][220/940] lr: 2.278e-01, eta: 1 day, 20:08:00, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2678, top5_acc: 0.5035, loss_cls: 3.4473, loss: 3.4473, grad_norm: 1.3009 2020-07-29 03:07:54,406 - mmaction - INFO - Epoch [83][240/940] lr: 2.278e-01, eta: 1 day, 20:03:55, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2639, top5_acc: 0.5139, loss_cls: 3.4406, loss: 3.4406, grad_norm: 1.3238 2020-07-29 03:08:22,111 - mmaction - INFO - Epoch [83][260/940] lr: 2.278e-01, eta: 1 day, 19:59:57, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5080, loss_cls: 3.4441, loss: 3.4441, grad_norm: 1.3256 2020-07-29 03:08:49,910 - mmaction - INFO - Epoch [83][280/940] lr: 2.278e-01, eta: 1 day, 19:56:04, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2648, top5_acc: 0.5012, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.2921 2020-07-29 03:09:17,449 - mmaction - INFO - Epoch [83][300/940] lr: 2.278e-01, eta: 1 day, 19:52:07, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4503, loss: 3.4503, grad_norm: 1.3191 2020-07-29 03:09:45,455 - mmaction - INFO - Epoch [83][320/940] lr: 2.278e-01, eta: 1 day, 19:48:25, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.2664, top5_acc: 0.5100, loss_cls: 3.4539, loss: 3.4539, grad_norm: 1.3499 2020-07-29 03:10:13,790 - mmaction - INFO - Epoch [83][340/940] lr: 2.278e-01, eta: 1 day, 19:44:55, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.2641, top5_acc: 0.5127, loss_cls: 3.4220, loss: 3.4220, grad_norm: 1.3017 2020-07-29 03:10:41,567 - mmaction - INFO - Epoch [83][360/940] lr: 2.278e-01, eta: 1 day, 19:41:13, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2703, top5_acc: 0.5164, loss_cls: 3.4227, loss: 3.4227, grad_norm: 1.3322 2020-07-29 03:11:09,722 - mmaction - INFO - Epoch [83][380/940] lr: 2.278e-01, eta: 1 day, 19:37:42, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.2641, top5_acc: 0.5023, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.3430 2020-07-29 03:11:37,769 - mmaction - INFO - Epoch [83][400/940] lr: 2.278e-01, eta: 1 day, 19:34:13, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.2670, top5_acc: 0.5080, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.3038 2020-07-29 03:12:05,493 - mmaction - INFO - Epoch [83][420/940] lr: 2.278e-01, eta: 1 day, 19:30:34, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2711, top5_acc: 0.5168, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.3214 2020-07-29 03:12:33,617 - mmaction - INFO - Epoch [83][440/940] lr: 2.278e-01, eta: 1 day, 19:27:11, time: 1.409, data_time: 0.007, memory: 5021, top1_acc: 0.2703, top5_acc: 0.5197, loss_cls: 3.4199, loss: 3.4199, grad_norm: 1.3169 2020-07-29 03:13:01,242 - mmaction - INFO - Epoch [83][460/940] lr: 2.278e-01, eta: 1 day, 19:23:35, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.2830, top5_acc: 0.5221, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.3589 2020-07-29 03:13:29,235 - mmaction - INFO - Epoch [83][480/940] lr: 2.278e-01, eta: 1 day, 19:20:11, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2666, top5_acc: 0.5062, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.3471 2020-07-29 03:13:57,226 - mmaction - INFO - Epoch [83][500/940] lr: 2.278e-01, eta: 1 day, 19:16:51, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.3304 2020-07-29 03:14:25,206 - mmaction - INFO - Epoch [83][520/940] lr: 2.278e-01, eta: 1 day, 19:13:31, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.2607, top5_acc: 0.5027, loss_cls: 3.4666, loss: 3.4666, grad_norm: 1.3144 2020-07-29 03:14:52,805 - mmaction - INFO - Epoch [83][540/940] lr: 2.278e-01, eta: 1 day, 19:10:04, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2594, top5_acc: 0.5160, loss_cls: 3.4370, loss: 3.4370, grad_norm: 1.3480 2020-07-29 03:15:20,615 - mmaction - INFO - Epoch [83][560/940] lr: 2.278e-01, eta: 1 day, 19:06:43, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.2621, top5_acc: 0.4924, loss_cls: 3.5364, loss: 3.5364, grad_norm: 1.2978 2020-07-29 03:15:48,553 - mmaction - INFO - Epoch [83][580/940] lr: 2.278e-01, eta: 1 day, 19:03:28, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.2729, top5_acc: 0.5127, loss_cls: 3.4209, loss: 3.4209, grad_norm: 1.3152 2020-07-29 03:16:16,083 - mmaction - INFO - Epoch [83][600/940] lr: 2.278e-01, eta: 1 day, 19:00:06, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2738, top5_acc: 0.5238, loss_cls: 3.4033, loss: 3.4033, grad_norm: 1.3505 2020-07-29 03:16:43,796 - mmaction - INFO - Epoch [83][620/940] lr: 2.278e-01, eta: 1 day, 18:56:49, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.2721, top5_acc: 0.5268, loss_cls: 3.3745, loss: 3.3745, grad_norm: 1.3423 2020-07-29 03:17:11,708 - mmaction - INFO - Epoch [83][640/940] lr: 2.278e-01, eta: 1 day, 18:53:40, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.2611, top5_acc: 0.5102, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.3459 2020-07-29 03:17:39,353 - mmaction - INFO - Epoch [83][660/940] lr: 2.278e-01, eta: 1 day, 18:50:25, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2766, top5_acc: 0.5133, loss_cls: 3.4365, loss: 3.4365, grad_norm: 1.3239 2020-07-29 03:18:07,103 - mmaction - INFO - Epoch [83][680/940] lr: 2.278e-01, eta: 1 day, 18:47:16, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2613, top5_acc: 0.5057, loss_cls: 3.4590, loss: 3.4590, grad_norm: 1.3171 2020-07-29 03:18:34,930 - mmaction - INFO - Epoch [83][700/940] lr: 2.278e-01, eta: 1 day, 18:44:08, time: 1.388, data_time: 0.004, memory: 5021, top1_acc: 0.2764, top5_acc: 0.5160, loss_cls: 3.4020, loss: 3.4020, grad_norm: 1.3414 2020-07-29 03:19:02,697 - mmaction - INFO - Epoch [83][720/940] lr: 2.278e-01, eta: 1 day, 18:41:04, time: 1.391, data_time: 0.007, memory: 5021, top1_acc: 0.2580, top5_acc: 0.5086, loss_cls: 3.4415, loss: 3.4415, grad_norm: 1.3100 2020-07-29 03:19:30,872 - mmaction - INFO - Epoch [83][740/940] lr: 2.278e-01, eta: 1 day, 18:38:09, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.2623, top5_acc: 0.5006, loss_cls: 3.4586, loss: 3.4586, grad_norm: 1.3288 2020-07-29 03:19:58,447 - mmaction - INFO - Epoch [83][760/940] lr: 2.278e-01, eta: 1 day, 18:35:02, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.2605, top5_acc: 0.5008, loss_cls: 3.4579, loss: 3.4579, grad_norm: 1.3247 2020-07-29 03:20:26,062 - mmaction - INFO - Epoch [83][780/940] lr: 2.278e-01, eta: 1 day, 18:31:59, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2684, top5_acc: 0.5125, loss_cls: 3.4194, loss: 3.4194, grad_norm: 1.3359 2020-07-29 03:20:53,420 - mmaction - INFO - Epoch [83][800/940] lr: 2.278e-01, eta: 1 day, 18:28:49, time: 1.366, data_time: 0.005, memory: 5021, top1_acc: 0.2652, top5_acc: 0.5148, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.3629 2020-07-29 03:21:21,249 - mmaction - INFO - Epoch [83][820/940] lr: 2.278e-01, eta: 1 day, 18:25:54, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2686, top5_acc: 0.5119, loss_cls: 3.4026, loss: 3.4026, grad_norm: 1.3000 2020-07-29 03:21:48,855 - mmaction - INFO - Epoch [83][840/940] lr: 2.278e-01, eta: 1 day, 18:22:54, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2627, top5_acc: 0.4992, loss_cls: 3.4851, loss: 3.4851, grad_norm: 1.3038 2020-07-29 03:22:16,587 - mmaction - INFO - Epoch [83][860/940] lr: 2.278e-01, eta: 1 day, 18:19:59, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2850, top5_acc: 0.5230, loss_cls: 3.3516, loss: 3.3516, grad_norm: 1.3265 2020-07-29 03:22:44,105 - mmaction - INFO - Epoch [83][880/940] lr: 2.278e-01, eta: 1 day, 18:17:01, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2658, top5_acc: 0.5113, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.3470 2020-07-29 03:23:11,803 - mmaction - INFO - Epoch [83][900/940] lr: 2.278e-01, eta: 1 day, 18:14:08, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2613, top5_acc: 0.5062, loss_cls: 3.4770, loss: 3.4770, grad_norm: 1.3377 2020-07-29 03:23:39,481 - mmaction - INFO - Epoch [83][920/940] lr: 2.278e-01, eta: 1 day, 18:11:18, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5090, loss_cls: 3.4478, loss: 3.4478, grad_norm: 1.3274 2020-07-29 03:24:05,895 - mmaction - INFO - Epoch [83][940/940] lr: 2.278e-01, eta: 1 day, 18:07:56, time: 1.319, data_time: 0.006, memory: 5021, top1_acc: 0.2630, top5_acc: 0.5150, loss_cls: 3.4096, loss: 3.4096, grad_norm: 1.3231 2020-07-29 03:24:06,251 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-07-29 03:27:31,923 - mmaction - INFO - Epoch [84][20/940] lr: 2.244e-01, eta: 1 day, 19:16:19, time: 10.238, data_time: 0.354, memory: 5021, top1_acc: 0.2572, top5_acc: 0.4992, loss_cls: 3.5014, loss: 3.5014, grad_norm: 1.3480 2020-07-29 03:27:59,396 - mmaction - INFO - Epoch [84][40/940] lr: 2.244e-01, eta: 1 day, 19:13:05, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2660, top5_acc: 0.5148, loss_cls: 3.4164, loss: 3.4164, grad_norm: 1.3265 2020-07-29 03:28:26,948 - mmaction - INFO - Epoch [84][60/940] lr: 2.244e-01, eta: 1 day, 19:09:52, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2723, top5_acc: 0.5209, loss_cls: 3.3948, loss: 3.3948, grad_norm: 1.3170 2020-07-29 03:28:54,640 - mmaction - INFO - Epoch [84][80/940] lr: 2.244e-01, eta: 1 day, 19:06:46, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2617, top5_acc: 0.5064, loss_cls: 3.4685, loss: 3.4685, grad_norm: 1.3421 2020-07-29 03:29:22,160 - mmaction - INFO - Epoch [84][100/940] lr: 2.244e-01, eta: 1 day, 19:03:38, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2775, top5_acc: 0.5195, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.3245 2020-07-29 03:29:49,904 - mmaction - INFO - Epoch [84][120/940] lr: 2.244e-01, eta: 1 day, 19:00:36, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5031, loss_cls: 3.4731, loss: 3.4731, grad_norm: 1.3617 2020-07-29 03:30:18,176 - mmaction - INFO - Epoch [84][140/940] lr: 2.244e-01, eta: 1 day, 18:57:47, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.2734, top5_acc: 0.5021, loss_cls: 3.4534, loss: 3.4534, grad_norm: 1.3310 2020-07-29 03:30:45,945 - mmaction - INFO - Epoch [84][160/940] lr: 2.244e-01, eta: 1 day, 18:54:51, time: 1.392, data_time: 0.007, memory: 5021, top1_acc: 0.2684, top5_acc: 0.4992, loss_cls: 3.4746, loss: 3.4746, grad_norm: 1.3223 2020-07-29 03:31:13,769 - mmaction - INFO - Epoch [84][180/940] lr: 2.244e-01, eta: 1 day, 18:51:54, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2680, top5_acc: 0.5092, loss_cls: 3.4225, loss: 3.4225, grad_norm: 1.3293 2020-07-29 03:31:42,352 - mmaction - INFO - Epoch [84][200/940] lr: 2.244e-01, eta: 1 day, 18:49:19, time: 1.432, data_time: 0.006, memory: 5021, top1_acc: 0.2648, top5_acc: 0.5117, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.3349 2020-07-29 03:32:10,190 - mmaction - INFO - Epoch [84][220/940] lr: 2.244e-01, eta: 1 day, 18:46:26, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5158, loss_cls: 3.4383, loss: 3.4383, grad_norm: 1.3495 2020-07-29 03:32:37,799 - mmaction - INFO - Epoch [84][240/940] lr: 2.244e-01, eta: 1 day, 18:43:31, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2660, top5_acc: 0.5082, loss_cls: 3.4381, loss: 3.4381, grad_norm: 1.3264 2020-07-29 03:33:05,698 - mmaction - INFO - Epoch [84][260/940] lr: 2.244e-01, eta: 1 day, 18:40:42, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5240, loss_cls: 3.3956, loss: 3.3956, grad_norm: 1.3095 2020-07-29 03:33:33,698 - mmaction - INFO - Epoch [84][280/940] lr: 2.244e-01, eta: 1 day, 18:37:57, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.2648, top5_acc: 0.5066, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.3176 2020-07-29 03:34:02,110 - mmaction - INFO - Epoch [84][300/940] lr: 2.244e-01, eta: 1 day, 18:35:25, time: 1.423, data_time: 0.007, memory: 5021, top1_acc: 0.2773, top5_acc: 0.5303, loss_cls: 3.3672, loss: 3.3672, grad_norm: 1.3057 2020-07-29 03:34:30,180 - mmaction - INFO - Epoch [84][320/940] lr: 2.244e-01, eta: 1 day, 18:32:44, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2623, top5_acc: 0.5080, loss_cls: 3.4359, loss: 3.4359, grad_norm: 1.3426 2020-07-29 03:34:58,564 - mmaction - INFO - Epoch [84][340/940] lr: 2.244e-01, eta: 1 day, 18:30:13, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.2721, top5_acc: 0.5250, loss_cls: 3.3852, loss: 3.3852, grad_norm: 1.3295 2020-07-29 03:35:27,132 - mmaction - INFO - Epoch [84][360/940] lr: 2.244e-01, eta: 1 day, 18:27:45, time: 1.426, data_time: 0.005, memory: 5021, top1_acc: 0.2689, top5_acc: 0.5084, loss_cls: 3.4444, loss: 3.4444, grad_norm: 1.3266 2020-07-29 03:35:54,712 - mmaction - INFO - Epoch [84][380/940] lr: 2.244e-01, eta: 1 day, 18:24:59, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.2660, top5_acc: 0.5203, loss_cls: 3.4223, loss: 3.4223, grad_norm: 1.3556 2020-07-29 03:36:22,628 - mmaction - INFO - Epoch [84][400/940] lr: 2.244e-01, eta: 1 day, 18:22:20, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2762, top5_acc: 0.5119, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.3427 2020-07-29 03:36:50,412 - mmaction - INFO - Epoch [84][420/940] lr: 2.244e-01, eta: 1 day, 18:19:41, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.2686, top5_acc: 0.5203, loss_cls: 3.4085, loss: 3.4085, grad_norm: 1.3229 2020-07-29 03:37:18,127 - mmaction - INFO - Epoch [84][440/940] lr: 2.244e-01, eta: 1 day, 18:16:59, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5174, loss_cls: 3.3739, loss: 3.3739, grad_norm: 1.3259 2020-07-29 03:37:45,786 - mmaction - INFO - Epoch [84][460/940] lr: 2.244e-01, eta: 1 day, 18:14:20, time: 1.386, data_time: 0.007, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5018, loss_cls: 3.4400, loss: 3.4400, grad_norm: 1.3483 2020-07-29 03:38:13,521 - mmaction - INFO - Epoch [84][480/940] lr: 2.244e-01, eta: 1 day, 18:11:43, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5146, loss_cls: 3.3837, loss: 3.3837, grad_norm: 1.3549 2020-07-29 03:38:41,225 - mmaction - INFO - Epoch [84][500/940] lr: 2.244e-01, eta: 1 day, 18:09:06, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.2713, top5_acc: 0.5104, loss_cls: 3.4386, loss: 3.4386, grad_norm: 1.3475 2020-07-29 03:39:09,082 - mmaction - INFO - Epoch [84][520/940] lr: 2.244e-01, eta: 1 day, 18:06:33, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2592, top5_acc: 0.5041, loss_cls: 3.4397, loss: 3.4397, grad_norm: 1.3444 2020-07-29 03:39:37,090 - mmaction - INFO - Epoch [84][540/940] lr: 2.244e-01, eta: 1 day, 18:04:05, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5115, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.3349 2020-07-29 03:40:05,496 - mmaction - INFO - Epoch [84][560/940] lr: 2.244e-01, eta: 1 day, 18:01:47, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.2678, top5_acc: 0.5061, loss_cls: 3.4314, loss: 3.4314, grad_norm: 1.3294 2020-07-29 03:40:33,315 - mmaction - INFO - Epoch [84][580/940] lr: 2.244e-01, eta: 1 day, 17:59:17, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2621, top5_acc: 0.5088, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.3163 2020-07-29 03:41:00,982 - mmaction - INFO - Epoch [84][600/940] lr: 2.244e-01, eta: 1 day, 17:56:46, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2791, top5_acc: 0.5260, loss_cls: 3.3833, loss: 3.3833, grad_norm: 1.3245 2020-07-29 03:41:29,012 - mmaction - INFO - Epoch [84][620/940] lr: 2.244e-01, eta: 1 day, 17:54:22, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5082, loss_cls: 3.4518, loss: 3.4518, grad_norm: 1.3450 2020-07-29 03:41:56,703 - mmaction - INFO - Epoch [84][640/940] lr: 2.244e-01, eta: 1 day, 17:51:53, time: 1.384, data_time: 0.003, memory: 5021, top1_acc: 0.2678, top5_acc: 0.5107, loss_cls: 3.4467, loss: 3.4467, grad_norm: 1.3323 2020-07-29 03:42:24,618 - mmaction - INFO - Epoch [84][660/940] lr: 2.244e-01, eta: 1 day, 17:49:29, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2680, top5_acc: 0.5176, loss_cls: 3.4252, loss: 3.4252, grad_norm: 1.3245 2020-07-29 03:42:52,585 - mmaction - INFO - Epoch [84][680/940] lr: 2.244e-01, eta: 1 day, 17:47:08, time: 1.398, data_time: 0.008, memory: 5021, top1_acc: 0.2654, top5_acc: 0.5051, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.3525 2020-07-29 03:43:20,322 - mmaction - INFO - Epoch [84][700/940] lr: 2.244e-01, eta: 1 day, 17:44:44, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2697, top5_acc: 0.5152, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.3315 2020-07-29 03:43:48,123 - mmaction - INFO - Epoch [84][720/940] lr: 2.244e-01, eta: 1 day, 17:42:20, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2662, top5_acc: 0.5035, loss_cls: 3.4468, loss: 3.4468, grad_norm: 1.3347 2020-07-29 03:44:15,695 - mmaction - INFO - Epoch [84][740/940] lr: 2.244e-01, eta: 1 day, 17:39:55, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.2670, top5_acc: 0.5053, loss_cls: 3.4556, loss: 3.4556, grad_norm: 1.3341 2020-07-29 03:44:43,798 - mmaction - INFO - Epoch [84][760/940] lr: 2.244e-01, eta: 1 day, 17:37:39, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.2693, top5_acc: 0.5082, loss_cls: 3.4344, loss: 3.4344, grad_norm: 1.3462 2020-07-29 03:45:11,592 - mmaction - INFO - Epoch [84][780/940] lr: 2.244e-01, eta: 1 day, 17:35:20, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2633, top5_acc: 0.5080, loss_cls: 3.4229, loss: 3.4229, grad_norm: 1.3189 2020-07-29 03:45:39,261 - mmaction - INFO - Epoch [84][800/940] lr: 2.244e-01, eta: 1 day, 17:32:59, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.2697, top5_acc: 0.5086, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.3404 2020-07-29 03:46:07,082 - mmaction - INFO - Epoch [84][820/940] lr: 2.244e-01, eta: 1 day, 17:30:42, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2750, top5_acc: 0.5215, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.3214 2020-07-29 03:46:34,934 - mmaction - INFO - Epoch [84][840/940] lr: 2.244e-01, eta: 1 day, 17:28:26, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2600, top5_acc: 0.5072, loss_cls: 3.4423, loss: 3.4423, grad_norm: 1.3313 2020-07-29 03:47:02,823 - mmaction - INFO - Epoch [84][860/940] lr: 2.244e-01, eta: 1 day, 17:26:12, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.2715, top5_acc: 0.5117, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.3664 2020-07-29 03:47:30,441 - mmaction - INFO - Epoch [84][880/940] lr: 2.244e-01, eta: 1 day, 17:23:54, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2672, top5_acc: 0.5199, loss_cls: 3.4132, loss: 3.4132, grad_norm: 1.3280 2020-07-29 03:47:58,382 - mmaction - INFO - Epoch [84][900/940] lr: 2.244e-01, eta: 1 day, 17:21:42, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2645, top5_acc: 0.5039, loss_cls: 3.4635, loss: 3.4635, grad_norm: 1.3536 2020-07-29 03:48:25,945 - mmaction - INFO - Epoch [84][920/940] lr: 2.244e-01, eta: 1 day, 17:19:25, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2656, top5_acc: 0.5141, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.3378 2020-07-29 03:48:53,468 - mmaction - INFO - Epoch [84][940/940] lr: 2.244e-01, eta: 1 day, 17:17:07, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2794, top5_acc: 0.5150, loss_cls: 3.4138, loss: 3.4138, grad_norm: 1.3678 2020-07-29 03:48:53,819 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-29 03:51:59,667 - mmaction - INFO - Epoch [85][20/940] lr: 2.209e-01, eta: 1 day, 18:05:00, time: 9.249, data_time: 0.366, memory: 5021, top1_acc: 0.2750, top5_acc: 0.5160, loss_cls: 3.4048, loss: 3.4048, grad_norm: 1.3415 2020-07-29 03:52:27,247 - mmaction - INFO - Epoch [85][40/940] lr: 2.209e-01, eta: 1 day, 18:02:33, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.2709, top5_acc: 0.5160, loss_cls: 3.3882, loss: 3.3882, grad_norm: 1.3456 2020-07-29 03:52:54,914 - mmaction - INFO - Epoch [85][60/940] lr: 2.209e-01, eta: 1 day, 18:00:08, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2729, top5_acc: 0.5061, loss_cls: 3.4518, loss: 3.4518, grad_norm: 1.3654 2020-07-29 03:53:22,592 - mmaction - INFO - Epoch [85][80/940] lr: 2.209e-01, eta: 1 day, 17:57:43, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2719, top5_acc: 0.5209, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.3213 2020-07-29 03:53:50,158 - mmaction - INFO - Epoch [85][100/940] lr: 2.209e-01, eta: 1 day, 17:55:19, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2689, top5_acc: 0.5131, loss_cls: 3.4361, loss: 3.4361, grad_norm: 1.3561 2020-07-29 03:54:17,704 - mmaction - INFO - Epoch [85][120/940] lr: 2.209e-01, eta: 1 day, 17:52:54, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2623, top5_acc: 0.5041, loss_cls: 3.4339, loss: 3.4339, grad_norm: 1.3280 2020-07-29 03:54:45,349 - mmaction - INFO - Epoch [85][140/940] lr: 2.209e-01, eta: 1 day, 17:50:33, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2676, top5_acc: 0.5064, loss_cls: 3.4480, loss: 3.4480, grad_norm: 1.3630 2020-07-29 03:55:13,162 - mmaction - INFO - Epoch [85][160/940] lr: 2.209e-01, eta: 1 day, 17:48:14, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5145, loss_cls: 3.4169, loss: 3.4169, grad_norm: 1.3226 2020-07-29 03:55:40,953 - mmaction - INFO - Epoch [85][180/940] lr: 2.209e-01, eta: 1 day, 17:45:58, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2656, top5_acc: 0.5074, loss_cls: 3.4570, loss: 3.4570, grad_norm: 1.3682 2020-07-29 03:56:08,979 - mmaction - INFO - Epoch [85][200/940] lr: 2.209e-01, eta: 1 day, 17:43:45, time: 1.400, data_time: 0.004, memory: 5021, top1_acc: 0.2721, top5_acc: 0.5094, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.3267 2020-07-29 03:56:36,547 - mmaction - INFO - Epoch [85][220/940] lr: 2.209e-01, eta: 1 day, 17:41:26, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5172, loss_cls: 3.4038, loss: 3.4038, grad_norm: 1.3499 2020-07-29 03:57:04,463 - mmaction - INFO - Epoch [85][240/940] lr: 2.209e-01, eta: 1 day, 17:39:13, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2637, top5_acc: 0.5016, loss_cls: 3.4803, loss: 3.4803, grad_norm: 1.3151 2020-07-29 03:57:32,315 - mmaction - INFO - Epoch [85][260/940] lr: 2.209e-01, eta: 1 day, 17:37:01, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2836, top5_acc: 0.5240, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.3089 2020-07-29 03:58:00,436 - mmaction - INFO - Epoch [85][280/940] lr: 2.209e-01, eta: 1 day, 17:34:54, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.2654, top5_acc: 0.5162, loss_cls: 3.4211, loss: 3.4211, grad_norm: 1.3496 2020-07-29 03:58:28,014 - mmaction - INFO - Epoch [85][300/940] lr: 2.209e-01, eta: 1 day, 17:32:39, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2633, top5_acc: 0.5023, loss_cls: 3.4400, loss: 3.4400, grad_norm: 1.3698 2020-07-29 03:58:55,784 - mmaction - INFO - Epoch [85][320/940] lr: 2.209e-01, eta: 1 day, 17:30:27, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2740, top5_acc: 0.5152, loss_cls: 3.4017, loss: 3.4017, grad_norm: 1.3571 2020-07-29 03:59:23,446 - mmaction - INFO - Epoch [85][340/940] lr: 2.209e-01, eta: 1 day, 17:28:14, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2695, top5_acc: 0.5119, loss_cls: 3.4168, loss: 3.4168, grad_norm: 1.3443 2020-07-29 03:59:51,416 - mmaction - INFO - Epoch [85][360/940] lr: 2.209e-01, eta: 1 day, 17:26:07, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.2635, top5_acc: 0.5133, loss_cls: 3.4348, loss: 3.4348, grad_norm: 1.3695 2020-07-29 04:00:22,433 - mmaction - INFO - Epoch [85][380/940] lr: 2.209e-01, eta: 1 day, 17:24:35, time: 1.493, data_time: 0.005, memory: 5021, top1_acc: 0.2674, top5_acc: 0.5178, loss_cls: 3.4152, loss: 3.4152, grad_norm: 1.3526 2020-07-29 04:00:50,628 - mmaction - INFO - Epoch [85][400/940] lr: 2.209e-01, eta: 1 day, 17:22:55, time: 1.467, data_time: 0.080, memory: 5021, top1_acc: 0.2678, top5_acc: 0.5191, loss_cls: 3.4109, loss: 3.4109, grad_norm: 1.3762 2020-07-29 04:01:18,385 - mmaction - INFO - Epoch [85][420/940] lr: 2.209e-01, eta: 1 day, 17:20:47, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5143, loss_cls: 3.4079, loss: 3.4079, grad_norm: 1.3702 2020-07-29 04:01:46,078 - mmaction - INFO - Epoch [85][440/940] lr: 2.209e-01, eta: 1 day, 17:18:38, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2633, top5_acc: 0.5105, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.3234 2020-07-29 04:02:13,739 - mmaction - INFO - Epoch [85][460/940] lr: 2.209e-01, eta: 1 day, 17:16:31, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2709, top5_acc: 0.5090, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.3358 2020-07-29 04:02:41,917 - mmaction - INFO - Epoch [85][480/940] lr: 2.209e-01, eta: 1 day, 17:14:32, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.2832, top5_acc: 0.5215, loss_cls: 3.3823, loss: 3.3823, grad_norm: 1.3320 2020-07-29 04:03:09,722 - mmaction - INFO - Epoch [85][500/940] lr: 2.209e-01, eta: 1 day, 17:12:28, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5266, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.3343 2020-07-29 04:03:37,653 - mmaction - INFO - Epoch [85][520/940] lr: 2.209e-01, eta: 1 day, 17:10:26, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2635, top5_acc: 0.5051, loss_cls: 3.4625, loss: 3.4625, grad_norm: 1.3332 2020-07-29 04:04:05,459 - mmaction - INFO - Epoch [85][540/940] lr: 2.209e-01, eta: 1 day, 17:08:24, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2709, top5_acc: 0.5133, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.3494 2020-07-29 04:04:33,777 - mmaction - INFO - Epoch [85][560/940] lr: 2.209e-01, eta: 1 day, 17:06:30, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.2615, top5_acc: 0.5012, loss_cls: 3.4767, loss: 3.4767, grad_norm: 1.3633 2020-07-29 04:05:01,396 - mmaction - INFO - Epoch [85][580/940] lr: 2.209e-01, eta: 1 day, 17:04:26, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5180, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.3560 2020-07-29 04:05:29,374 - mmaction - INFO - Epoch [85][600/940] lr: 2.209e-01, eta: 1 day, 17:02:28, time: 1.399, data_time: 0.007, memory: 5021, top1_acc: 0.2676, top5_acc: 0.5086, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.3456 2020-07-29 04:05:57,245 - mmaction - INFO - Epoch [85][620/940] lr: 2.209e-01, eta: 1 day, 17:00:30, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2715, top5_acc: 0.5199, loss_cls: 3.3949, loss: 3.3949, grad_norm: 1.3456 2020-07-29 04:06:24,919 - mmaction - INFO - Epoch [85][640/940] lr: 2.209e-01, eta: 1 day, 16:58:29, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5148, loss_cls: 3.3910, loss: 3.3910, grad_norm: 1.3681 2020-07-29 04:06:52,918 - mmaction - INFO - Epoch [85][660/940] lr: 2.209e-01, eta: 1 day, 16:56:32, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.2697, top5_acc: 0.5109, loss_cls: 3.4331, loss: 3.4331, grad_norm: 1.3539 2020-07-29 04:07:20,620 - mmaction - INFO - Epoch [85][680/940] lr: 2.209e-01, eta: 1 day, 16:54:34, time: 1.387, data_time: 0.007, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5061, loss_cls: 3.4263, loss: 3.4263, grad_norm: 1.3532 2020-07-29 04:07:48,882 - mmaction - INFO - Epoch [85][700/940] lr: 2.209e-01, eta: 1 day, 16:52:43, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5277, loss_cls: 3.3891, loss: 3.3891, grad_norm: 1.3500 2020-07-29 04:08:16,650 - mmaction - INFO - Epoch [85][720/940] lr: 2.209e-01, eta: 1 day, 16:50:47, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2607, top5_acc: 0.5064, loss_cls: 3.4538, loss: 3.4538, grad_norm: 1.3483 2020-07-29 04:08:44,258 - mmaction - INFO - Epoch [85][740/940] lr: 2.209e-01, eta: 1 day, 16:48:47, time: 1.379, data_time: 0.003, memory: 5021, top1_acc: 0.2734, top5_acc: 0.5084, loss_cls: 3.4018, loss: 3.4018, grad_norm: 1.3346 2020-07-29 04:09:11,731 - mmaction - INFO - Epoch [85][760/940] lr: 2.209e-01, eta: 1 day, 16:46:47, time: 1.374, data_time: 0.007, memory: 5021, top1_acc: 0.2539, top5_acc: 0.5070, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.3659 2020-07-29 04:09:39,379 - mmaction - INFO - Epoch [85][780/940] lr: 2.209e-01, eta: 1 day, 16:44:50, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2631, top5_acc: 0.5143, loss_cls: 3.4323, loss: 3.4323, grad_norm: 1.3326 2020-07-29 04:10:07,308 - mmaction - INFO - Epoch [85][800/940] lr: 2.209e-01, eta: 1 day, 16:42:58, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.2766, top5_acc: 0.5129, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.3683 2020-07-29 04:10:35,093 - mmaction - INFO - Epoch [85][820/940] lr: 2.209e-01, eta: 1 day, 16:41:05, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5107, loss_cls: 3.4485, loss: 3.4485, grad_norm: 1.3309 2020-07-29 04:11:03,432 - mmaction - INFO - Epoch [85][840/940] lr: 2.209e-01, eta: 1 day, 16:39:20, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.2701, top5_acc: 0.5119, loss_cls: 3.4308, loss: 3.4308, grad_norm: 1.3401 2020-07-29 04:11:31,234 - mmaction - INFO - Epoch [85][860/940] lr: 2.209e-01, eta: 1 day, 16:37:28, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2715, top5_acc: 0.5186, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.3520 2020-07-29 04:11:59,499 - mmaction - INFO - Epoch [85][880/940] lr: 2.209e-01, eta: 1 day, 16:35:43, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.2693, top5_acc: 0.5232, loss_cls: 3.3776, loss: 3.3776, grad_norm: 1.3353 2020-07-29 04:12:27,731 - mmaction - INFO - Epoch [85][900/940] lr: 2.209e-01, eta: 1 day, 16:34:00, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.2771, top5_acc: 0.5170, loss_cls: 3.4052, loss: 3.4052, grad_norm: 1.3612 2020-07-29 04:12:55,607 - mmaction - INFO - Epoch [85][920/940] lr: 2.209e-01, eta: 1 day, 16:32:10, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.2623, top5_acc: 0.5033, loss_cls: 3.4226, loss: 3.4226, grad_norm: 1.3459 2020-07-29 04:13:22,645 - mmaction - INFO - Epoch [85][940/940] lr: 2.209e-01, eta: 1 day, 16:30:09, time: 1.354, data_time: 0.006, memory: 5021, top1_acc: 0.2634, top5_acc: 0.4978, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.3453 2020-07-29 04:13:23,030 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-29 04:19:48,577 - mmaction - INFO - Epoch [86][20/940] lr: 2.174e-01, eta: 1 day, 18:02:05, time: 19.220, data_time: 0.483, memory: 5021, top1_acc: 0.2719, top5_acc: 0.5148, loss_cls: 3.4182, loss: 3.4182, grad_norm: 1.3378 2020-07-29 04:20:15,971 - mmaction - INFO - Epoch [86][40/940] lr: 2.174e-01, eta: 1 day, 17:59:49, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5223, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.3585 2020-07-29 04:20:43,653 - mmaction - INFO - Epoch [86][60/940] lr: 2.174e-01, eta: 1 day, 17:57:38, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5201, loss_cls: 3.3988, loss: 3.3988, grad_norm: 1.3629 2020-07-29 04:21:11,415 - mmaction - INFO - Epoch [86][80/940] lr: 2.174e-01, eta: 1 day, 17:55:28, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2824, top5_acc: 0.5199, loss_cls: 3.3877, loss: 3.3877, grad_norm: 1.3454 2020-07-29 04:21:38,996 - mmaction - INFO - Epoch [86][100/940] lr: 2.174e-01, eta: 1 day, 17:53:18, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.2689, top5_acc: 0.5154, loss_cls: 3.4124, loss: 3.4124, grad_norm: 1.3567 2020-07-29 04:22:06,771 - mmaction - INFO - Epoch [86][120/940] lr: 2.174e-01, eta: 1 day, 17:51:11, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2619, top5_acc: 0.5119, loss_cls: 3.4100, loss: 3.4100, grad_norm: 1.3602 2020-07-29 04:22:34,440 - mmaction - INFO - Epoch [86][140/940] lr: 2.174e-01, eta: 1 day, 17:49:03, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.2822, top5_acc: 0.5205, loss_cls: 3.3999, loss: 3.3999, grad_norm: 1.3652 2020-07-29 04:23:02,131 - mmaction - INFO - Epoch [86][160/940] lr: 2.174e-01, eta: 1 day, 17:46:55, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2719, top5_acc: 0.5203, loss_cls: 3.3911, loss: 3.3911, grad_norm: 1.3691 2020-07-29 04:23:29,825 - mmaction - INFO - Epoch [86][180/940] lr: 2.174e-01, eta: 1 day, 17:44:49, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2746, top5_acc: 0.5201, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.3500 2020-07-29 04:23:57,555 - mmaction - INFO - Epoch [86][200/940] lr: 2.174e-01, eta: 1 day, 17:42:43, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5180, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.3608 2020-07-29 04:24:25,072 - mmaction - INFO - Epoch [86][220/940] lr: 2.174e-01, eta: 1 day, 17:40:36, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2789, top5_acc: 0.5295, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.3660 2020-07-29 04:24:53,269 - mmaction - INFO - Epoch [86][240/940] lr: 2.174e-01, eta: 1 day, 17:38:39, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5121, loss_cls: 3.4331, loss: 3.4331, grad_norm: 1.3643 2020-07-29 04:25:21,258 - mmaction - INFO - Epoch [86][260/940] lr: 2.174e-01, eta: 1 day, 17:36:40, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2682, top5_acc: 0.5250, loss_cls: 3.3728, loss: 3.3728, grad_norm: 1.3463 2020-07-29 04:25:49,177 - mmaction - INFO - Epoch [86][280/940] lr: 2.174e-01, eta: 1 day, 17:34:39, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.2611, top5_acc: 0.5068, loss_cls: 3.5016, loss: 3.5016, grad_norm: 1.3744 2020-07-29 04:26:17,137 - mmaction - INFO - Epoch [86][300/940] lr: 2.174e-01, eta: 1 day, 17:32:41, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.4421, loss: 3.4421, grad_norm: 1.3281 2020-07-29 04:26:45,337 - mmaction - INFO - Epoch [86][320/940] lr: 2.174e-01, eta: 1 day, 17:30:47, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.2826, top5_acc: 0.5277, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.3532 2020-07-29 04:27:12,946 - mmaction - INFO - Epoch [86][340/940] lr: 2.174e-01, eta: 1 day, 17:28:44, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5131, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.3622 2020-07-29 04:27:40,739 - mmaction - INFO - Epoch [86][360/940] lr: 2.174e-01, eta: 1 day, 17:26:45, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2785, top5_acc: 0.5115, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.3305 2020-07-29 04:28:08,859 - mmaction - INFO - Epoch [86][380/940] lr: 2.174e-01, eta: 1 day, 17:24:51, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5127, loss_cls: 3.4229, loss: 3.4229, grad_norm: 1.3904 2020-07-29 04:28:36,574 - mmaction - INFO - Epoch [86][400/940] lr: 2.174e-01, eta: 1 day, 17:22:52, time: 1.386, data_time: 0.003, memory: 5021, top1_acc: 0.2643, top5_acc: 0.5057, loss_cls: 3.4780, loss: 3.4780, grad_norm: 1.3747 2020-07-29 04:29:04,282 - mmaction - INFO - Epoch [86][420/940] lr: 2.174e-01, eta: 1 day, 17:20:53, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5189, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.3369 2020-07-29 04:29:31,982 - mmaction - INFO - Epoch [86][440/940] lr: 2.174e-01, eta: 1 day, 17:18:55, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2748, top5_acc: 0.5281, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.3614 2020-07-29 04:29:59,655 - mmaction - INFO - Epoch [86][460/940] lr: 2.174e-01, eta: 1 day, 17:16:57, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5205, loss_cls: 3.3891, loss: 3.3891, grad_norm: 1.3878 2020-07-29 04:30:27,669 - mmaction - INFO - Epoch [86][480/940] lr: 2.174e-01, eta: 1 day, 17:15:05, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5139, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.3518 2020-07-29 04:30:55,387 - mmaction - INFO - Epoch [86][500/940] lr: 2.174e-01, eta: 1 day, 17:13:08, time: 1.384, data_time: 0.004, memory: 5021, top1_acc: 0.2680, top5_acc: 0.5098, loss_cls: 3.4402, loss: 3.4402, grad_norm: 1.3594 2020-07-29 04:31:23,535 - mmaction - INFO - Epoch [86][520/940] lr: 2.174e-01, eta: 1 day, 17:11:19, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.2674, top5_acc: 0.5193, loss_cls: 3.4024, loss: 3.4024, grad_norm: 1.3744 2020-07-29 04:31:51,383 - mmaction - INFO - Epoch [86][540/940] lr: 2.174e-01, eta: 1 day, 17:09:26, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2840, top5_acc: 0.5229, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.3744 2020-07-29 04:32:19,140 - mmaction - INFO - Epoch [86][560/940] lr: 2.174e-01, eta: 1 day, 17:07:32, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2672, top5_acc: 0.5047, loss_cls: 3.4290, loss: 3.4290, grad_norm: 1.3525 2020-07-29 04:32:47,291 - mmaction - INFO - Epoch [86][580/940] lr: 2.174e-01, eta: 1 day, 17:05:44, time: 1.407, data_time: 0.002, memory: 5021, top1_acc: 0.2729, top5_acc: 0.5068, loss_cls: 3.4443, loss: 3.4443, grad_norm: 1.3401 2020-07-29 04:33:14,835 - mmaction - INFO - Epoch [86][600/940] lr: 2.174e-01, eta: 1 day, 17:03:48, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.3651 2020-07-29 04:33:42,650 - mmaction - INFO - Epoch [86][620/940] lr: 2.174e-01, eta: 1 day, 17:01:57, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5148, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.3724 2020-07-29 04:34:10,428 - mmaction - INFO - Epoch [86][640/940] lr: 2.174e-01, eta: 1 day, 17:00:05, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5037, loss_cls: 3.4480, loss: 3.4480, grad_norm: 1.3262 2020-07-29 04:34:38,763 - mmaction - INFO - Epoch [86][660/940] lr: 2.174e-01, eta: 1 day, 16:58:22, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.2768, top5_acc: 0.5074, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.3691 2020-07-29 04:35:06,557 - mmaction - INFO - Epoch [86][680/940] lr: 2.174e-01, eta: 1 day, 16:56:32, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2580, top5_acc: 0.5018, loss_cls: 3.4658, loss: 3.4658, grad_norm: 1.3739 2020-07-29 04:35:34,485 - mmaction - INFO - Epoch [86][700/940] lr: 2.174e-01, eta: 1 day, 16:54:44, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.2762, top5_acc: 0.5215, loss_cls: 3.3914, loss: 3.3914, grad_norm: 1.3802 2020-07-29 04:36:02,349 - mmaction - INFO - Epoch [86][720/940] lr: 2.174e-01, eta: 1 day, 16:52:56, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.2598, top5_acc: 0.5072, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.3505 2020-07-29 04:36:29,859 - mmaction - INFO - Epoch [86][740/940] lr: 2.174e-01, eta: 1 day, 16:51:03, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5107, loss_cls: 3.4283, loss: 3.4283, grad_norm: 1.3790 2020-07-29 04:36:58,229 - mmaction - INFO - Epoch [86][760/940] lr: 2.174e-01, eta: 1 day, 16:49:23, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.2643, top5_acc: 0.5084, loss_cls: 3.4623, loss: 3.4623, grad_norm: 1.3710 2020-07-29 04:37:26,398 - mmaction - INFO - Epoch [86][780/940] lr: 2.174e-01, eta: 1 day, 16:47:41, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.2693, top5_acc: 0.5143, loss_cls: 3.4114, loss: 3.4114, grad_norm: 1.3674 2020-07-29 04:37:54,213 - mmaction - INFO - Epoch [86][800/940] lr: 2.174e-01, eta: 1 day, 16:45:53, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2689, top5_acc: 0.5178, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.3352 2020-07-29 04:38:21,901 - mmaction - INFO - Epoch [86][820/940] lr: 2.174e-01, eta: 1 day, 16:44:05, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2820, top5_acc: 0.5199, loss_cls: 3.3900, loss: 3.3900, grad_norm: 1.3173 2020-07-29 04:38:49,743 - mmaction - INFO - Epoch [86][840/940] lr: 2.174e-01, eta: 1 day, 16:42:20, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5061, loss_cls: 3.3976, loss: 3.3976, grad_norm: 1.3483 2020-07-29 04:39:17,302 - mmaction - INFO - Epoch [86][860/940] lr: 2.174e-01, eta: 1 day, 16:40:31, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2674, top5_acc: 0.5182, loss_cls: 3.4084, loss: 3.4084, grad_norm: 1.3901 2020-07-29 04:39:45,121 - mmaction - INFO - Epoch [86][880/940] lr: 2.174e-01, eta: 1 day, 16:38:46, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2734, top5_acc: 0.5254, loss_cls: 3.3902, loss: 3.3902, grad_norm: 1.3579 2020-07-29 04:40:12,827 - mmaction - INFO - Epoch [86][900/940] lr: 2.174e-01, eta: 1 day, 16:37:00, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5127, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.3435 2020-07-29 04:40:41,046 - mmaction - INFO - Epoch [86][920/940] lr: 2.174e-01, eta: 1 day, 16:35:22, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.2820, top5_acc: 0.5152, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.3646 2020-07-29 04:41:08,156 - mmaction - INFO - Epoch [86][940/940] lr: 2.174e-01, eta: 1 day, 16:33:28, time: 1.353, data_time: 0.002, memory: 5021, top1_acc: 0.2823, top5_acc: 0.5201, loss_cls: 3.4037, loss: 3.4037, grad_norm: 1.3593 2020-07-29 04:41:08,421 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-07-29 04:44:33,281 - mmaction - INFO - Epoch [87][20/940] lr: 2.140e-01, eta: 1 day, 17:11:02, time: 10.196, data_time: 0.366, memory: 5021, top1_acc: 0.2727, top5_acc: 0.5191, loss_cls: 3.3975, loss: 3.3975, grad_norm: 1.3580 2020-07-29 04:45:00,616 - mmaction - INFO - Epoch [87][40/940] lr: 2.140e-01, eta: 1 day, 17:09:06, time: 1.369, data_time: 0.006, memory: 5021, top1_acc: 0.2684, top5_acc: 0.5076, loss_cls: 3.4236, loss: 3.4236, grad_norm: 1.3619 2020-07-29 04:45:31,304 - mmaction - INFO - Epoch [87][60/940] lr: 2.140e-01, eta: 1 day, 17:07:54, time: 1.532, data_time: 0.005, memory: 5021, top1_acc: 0.2703, top5_acc: 0.5137, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.3522 2020-07-29 04:45:58,858 - mmaction - INFO - Epoch [87][80/940] lr: 2.140e-01, eta: 1 day, 17:06:01, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.2645, top5_acc: 0.4994, loss_cls: 3.4736, loss: 3.4736, grad_norm: 1.3824 2020-07-29 04:46:26,546 - mmaction - INFO - Epoch [87][100/940] lr: 2.140e-01, eta: 1 day, 17:04:10, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5193, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.3688 2020-07-29 04:46:54,232 - mmaction - INFO - Epoch [87][120/940] lr: 2.140e-01, eta: 1 day, 17:02:21, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2545, top5_acc: 0.4947, loss_cls: 3.4728, loss: 3.4728, grad_norm: 1.3625 2020-07-29 04:47:21,904 - mmaction - INFO - Epoch [87][140/940] lr: 2.140e-01, eta: 1 day, 17:00:30, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.2775, top5_acc: 0.5234, loss_cls: 3.3709, loss: 3.3709, grad_norm: 1.3330 2020-07-29 04:47:49,940 - mmaction - INFO - Epoch [87][160/940] lr: 2.140e-01, eta: 1 day, 16:58:46, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.2740, top5_acc: 0.5055, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.3373 2020-07-29 04:48:18,030 - mmaction - INFO - Epoch [87][180/940] lr: 2.140e-01, eta: 1 day, 16:57:03, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5154, loss_cls: 3.4200, loss: 3.4200, grad_norm: 1.3551 2020-07-29 04:48:45,505 - mmaction - INFO - Epoch [87][200/940] lr: 2.140e-01, eta: 1 day, 16:55:12, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5193, loss_cls: 3.3976, loss: 3.3976, grad_norm: 1.3700 2020-07-29 04:49:13,226 - mmaction - INFO - Epoch [87][220/940] lr: 2.140e-01, eta: 1 day, 16:53:24, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2822, top5_acc: 0.5137, loss_cls: 3.3722, loss: 3.3722, grad_norm: 1.3547 2020-07-29 04:49:41,116 - mmaction - INFO - Epoch [87][240/940] lr: 2.140e-01, eta: 1 day, 16:51:40, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2773, top5_acc: 0.5184, loss_cls: 3.4021, loss: 3.4021, grad_norm: 1.3594 2020-07-29 04:50:08,968 - mmaction - INFO - Epoch [87][260/940] lr: 2.140e-01, eta: 1 day, 16:49:55, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2770, top5_acc: 0.5320, loss_cls: 3.3633, loss: 3.3633, grad_norm: 1.3351 2020-07-29 04:50:36,484 - mmaction - INFO - Epoch [87][280/940] lr: 2.140e-01, eta: 1 day, 16:48:07, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.2715, top5_acc: 0.5211, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.3338 2020-07-29 04:51:04,974 - mmaction - INFO - Epoch [87][300/940] lr: 2.140e-01, eta: 1 day, 16:46:31, time: 1.422, data_time: 0.006, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5260, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.3692 2020-07-29 04:51:32,730 - mmaction - INFO - Epoch [87][320/940] lr: 2.140e-01, eta: 1 day, 16:44:47, time: 1.391, data_time: 0.007, memory: 5021, top1_acc: 0.2766, top5_acc: 0.5180, loss_cls: 3.4094, loss: 3.4094, grad_norm: 1.3605 2020-07-29 04:52:00,408 - mmaction - INFO - Epoch [87][340/940] lr: 2.140e-01, eta: 1 day, 16:43:02, time: 1.384, data_time: 0.004, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5193, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.3687 2020-07-29 04:52:28,029 - mmaction - INFO - Epoch [87][360/940] lr: 2.140e-01, eta: 1 day, 16:41:16, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.2687, top5_acc: 0.5035, loss_cls: 3.4137, loss: 3.4137, grad_norm: 1.3734 2020-07-29 04:52:55,844 - mmaction - INFO - Epoch [87][380/940] lr: 2.140e-01, eta: 1 day, 16:39:33, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2648, top5_acc: 0.5129, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.3476 2020-07-29 04:53:23,616 - mmaction - INFO - Epoch [87][400/940] lr: 2.140e-01, eta: 1 day, 16:37:51, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2580, top5_acc: 0.5244, loss_cls: 3.4061, loss: 3.4061, grad_norm: 1.3890 2020-07-29 04:53:51,327 - mmaction - INFO - Epoch [87][420/940] lr: 2.140e-01, eta: 1 day, 16:36:08, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2770, top5_acc: 0.5316, loss_cls: 3.3636, loss: 3.3636, grad_norm: 1.3379 2020-07-29 04:54:19,151 - mmaction - INFO - Epoch [87][440/940] lr: 2.140e-01, eta: 1 day, 16:34:27, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2811, top5_acc: 0.5119, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.3636 2020-07-29 04:54:47,279 - mmaction - INFO - Epoch [87][460/940] lr: 2.140e-01, eta: 1 day, 16:32:50, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.2760, top5_acc: 0.5172, loss_cls: 3.3955, loss: 3.3955, grad_norm: 1.3546 2020-07-29 04:55:15,928 - mmaction - INFO - Epoch [87][480/940] lr: 2.140e-01, eta: 1 day, 16:31:20, time: 1.431, data_time: 0.004, memory: 5021, top1_acc: 0.2734, top5_acc: 0.5195, loss_cls: 3.3991, loss: 3.3991, grad_norm: 1.3636 2020-07-29 04:55:44,342 - mmaction - INFO - Epoch [87][500/940] lr: 2.140e-01, eta: 1 day, 16:29:47, time: 1.421, data_time: 0.006, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5160, loss_cls: 3.3799, loss: 3.3799, grad_norm: 1.3911 2020-07-29 04:56:12,167 - mmaction - INFO - Epoch [87][520/940] lr: 2.140e-01, eta: 1 day, 16:28:08, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2668, top5_acc: 0.5102, loss_cls: 3.4483, loss: 3.4483, grad_norm: 1.3513 2020-07-29 04:56:40,138 - mmaction - INFO - Epoch [87][540/940] lr: 2.140e-01, eta: 1 day, 16:26:30, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5131, loss_cls: 3.4517, loss: 3.4517, grad_norm: 1.3895 2020-07-29 04:57:07,837 - mmaction - INFO - Epoch [87][560/940] lr: 2.140e-01, eta: 1 day, 16:24:50, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5082, loss_cls: 3.4796, loss: 3.4796, grad_norm: 1.3613 2020-07-29 04:57:35,341 - mmaction - INFO - Epoch [87][580/940] lr: 2.140e-01, eta: 1 day, 16:23:08, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2771, top5_acc: 0.5221, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.3742 2020-07-29 04:58:02,990 - mmaction - INFO - Epoch [87][600/940] lr: 2.140e-01, eta: 1 day, 16:21:28, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5234, loss_cls: 3.3718, loss: 3.3718, grad_norm: 1.3609 2020-07-29 04:58:30,946 - mmaction - INFO - Epoch [87][620/940] lr: 2.140e-01, eta: 1 day, 16:19:52, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2650, top5_acc: 0.4982, loss_cls: 3.4834, loss: 3.4834, grad_norm: 1.3508 2020-07-29 04:58:58,214 - mmaction - INFO - Epoch [87][640/940] lr: 2.140e-01, eta: 1 day, 16:18:08, time: 1.364, data_time: 0.002, memory: 5021, top1_acc: 0.2697, top5_acc: 0.5117, loss_cls: 3.4123, loss: 3.4123, grad_norm: 1.3480 2020-07-29 04:59:25,608 - mmaction - INFO - Epoch [87][660/940] lr: 2.140e-01, eta: 1 day, 16:16:26, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2697, top5_acc: 0.5215, loss_cls: 3.4028, loss: 3.4028, grad_norm: 1.3762 2020-07-29 04:59:53,647 - mmaction - INFO - Epoch [87][680/940] lr: 2.140e-01, eta: 1 day, 16:14:52, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5105, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.3496 2020-07-29 05:00:24,159 - mmaction - INFO - Epoch [87][700/940] lr: 2.140e-01, eta: 1 day, 16:13:47, time: 1.517, data_time: 0.007, memory: 5021, top1_acc: 0.2723, top5_acc: 0.5139, loss_cls: 3.4151, loss: 3.4151, grad_norm: 1.3497 2020-07-29 05:00:52,469 - mmaction - INFO - Epoch [87][720/940] lr: 2.140e-01, eta: 1 day, 16:12:19, time: 1.424, data_time: 0.023, memory: 5021, top1_acc: 0.2662, top5_acc: 0.4986, loss_cls: 3.4551, loss: 3.4551, grad_norm: 1.3813 2020-07-29 05:01:20,133 - mmaction - INFO - Epoch [87][740/940] lr: 2.140e-01, eta: 1 day, 16:10:41, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2680, top5_acc: 0.5182, loss_cls: 3.3922, loss: 3.3922, grad_norm: 1.3368 2020-07-29 05:01:47,465 - mmaction - INFO - Epoch [87][760/940] lr: 2.140e-01, eta: 1 day, 16:09:01, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2764, top5_acc: 0.5221, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.3897 2020-07-29 05:02:14,939 - mmaction - INFO - Epoch [87][780/940] lr: 2.140e-01, eta: 1 day, 16:07:22, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.2791, top5_acc: 0.5172, loss_cls: 3.3549, loss: 3.3549, grad_norm: 1.3792 2020-07-29 05:02:42,462 - mmaction - INFO - Epoch [87][800/940] lr: 2.140e-01, eta: 1 day, 16:05:44, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5197, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.3439 2020-07-29 05:03:10,706 - mmaction - INFO - Epoch [87][820/940] lr: 2.140e-01, eta: 1 day, 16:04:15, time: 1.412, data_time: 0.002, memory: 5021, top1_acc: 0.2721, top5_acc: 0.5262, loss_cls: 3.4038, loss: 3.4038, grad_norm: 1.3555 2020-07-29 05:03:38,381 - mmaction - INFO - Epoch [87][840/940] lr: 2.140e-01, eta: 1 day, 16:02:40, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2691, top5_acc: 0.5154, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.3861 2020-07-29 05:04:06,319 - mmaction - INFO - Epoch [87][860/940] lr: 2.140e-01, eta: 1 day, 16:01:08, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.2723, top5_acc: 0.5189, loss_cls: 3.3923, loss: 3.3923, grad_norm: 1.3922 2020-07-29 05:04:33,981 - mmaction - INFO - Epoch [87][880/940] lr: 2.140e-01, eta: 1 day, 15:59:33, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.2672, top5_acc: 0.5107, loss_cls: 3.4378, loss: 3.4378, grad_norm: 1.3724 2020-07-29 05:05:02,111 - mmaction - INFO - Epoch [87][900/940] lr: 2.140e-01, eta: 1 day, 15:58:04, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5008, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.3693 2020-07-29 05:05:29,790 - mmaction - INFO - Epoch [87][920/940] lr: 2.140e-01, eta: 1 day, 15:56:31, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5264, loss_cls: 3.3468, loss: 3.3468, grad_norm: 1.3781 2020-07-29 05:05:56,559 - mmaction - INFO - Epoch [87][940/940] lr: 2.140e-01, eta: 1 day, 15:54:47, time: 1.337, data_time: 0.005, memory: 5021, top1_acc: 0.2622, top5_acc: 0.5004, loss_cls: 3.4540, loss: 3.4540, grad_norm: 1.3744 2020-07-29 05:05:56,954 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-07-29 05:08:06,015 - mmaction - INFO - Epoch [88][20/940] lr: 2.105e-01, eta: 1 day, 16:12:36, time: 6.400, data_time: 0.478, memory: 5021, top1_acc: 0.2660, top5_acc: 0.5133, loss_cls: 3.4110, loss: 3.4110, grad_norm: 1.3771 2020-07-29 05:08:33,199 - mmaction - INFO - Epoch [88][40/940] lr: 2.105e-01, eta: 1 day, 16:10:55, time: 1.361, data_time: 0.005, memory: 5021, top1_acc: 0.2723, top5_acc: 0.5248, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.3668 2020-07-29 05:09:00,659 - mmaction - INFO - Epoch [88][60/940] lr: 2.105e-01, eta: 1 day, 16:09:17, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5166, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.3800 2020-07-29 05:09:28,207 - mmaction - INFO - Epoch [88][80/940] lr: 2.105e-01, eta: 1 day, 16:07:40, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2818, top5_acc: 0.5340, loss_cls: 3.3363, loss: 3.3363, grad_norm: 1.3690 2020-07-29 05:09:56,081 - mmaction - INFO - Epoch [88][100/940] lr: 2.105e-01, eta: 1 day, 16:06:07, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2758, top5_acc: 0.5256, loss_cls: 3.3799, loss: 3.3799, grad_norm: 1.3650 2020-07-29 05:10:23,898 - mmaction - INFO - Epoch [88][120/940] lr: 2.105e-01, eta: 1 day, 16:04:34, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5184, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.3563 2020-07-29 05:10:51,704 - mmaction - INFO - Epoch [88][140/940] lr: 2.105e-01, eta: 1 day, 16:03:01, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2617, top5_acc: 0.5037, loss_cls: 3.4246, loss: 3.4246, grad_norm: 1.3561 2020-07-29 05:11:19,930 - mmaction - INFO - Epoch [88][160/940] lr: 2.105e-01, eta: 1 day, 16:01:33, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5180, loss_cls: 3.3894, loss: 3.3894, grad_norm: 1.3531 2020-07-29 05:11:47,676 - mmaction - INFO - Epoch [88][180/940] lr: 2.105e-01, eta: 1 day, 16:00:00, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2887, top5_acc: 0.5361, loss_cls: 3.3162, loss: 3.3162, grad_norm: 1.3617 2020-07-29 05:12:15,535 - mmaction - INFO - Epoch [88][200/940] lr: 2.105e-01, eta: 1 day, 15:58:30, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5244, loss_cls: 3.4001, loss: 3.4001, grad_norm: 1.3838 2020-07-29 05:12:43,149 - mmaction - INFO - Epoch [88][220/940] lr: 2.105e-01, eta: 1 day, 15:56:56, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2750, top5_acc: 0.5223, loss_cls: 3.3833, loss: 3.3833, grad_norm: 1.3911 2020-07-29 05:13:10,979 - mmaction - INFO - Epoch [88][240/940] lr: 2.105e-01, eta: 1 day, 15:55:25, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2699, top5_acc: 0.5109, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.3656 2020-07-29 05:13:39,068 - mmaction - INFO - Epoch [88][260/940] lr: 2.105e-01, eta: 1 day, 15:53:57, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.2824, top5_acc: 0.5287, loss_cls: 3.3422, loss: 3.3422, grad_norm: 1.3748 2020-07-29 05:14:06,887 - mmaction - INFO - Epoch [88][280/940] lr: 2.105e-01, eta: 1 day, 15:52:27, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5123, loss_cls: 3.4137, loss: 3.4137, grad_norm: 1.3718 2020-07-29 05:14:34,667 - mmaction - INFO - Epoch [88][300/940] lr: 2.105e-01, eta: 1 day, 15:50:57, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2680, top5_acc: 0.5092, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.3650 2020-07-29 05:15:02,134 - mmaction - INFO - Epoch [88][320/940] lr: 2.105e-01, eta: 1 day, 15:49:23, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5127, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.3578 2020-07-29 05:15:29,939 - mmaction - INFO - Epoch [88][340/940] lr: 2.105e-01, eta: 1 day, 15:47:53, time: 1.391, data_time: 0.004, memory: 5021, top1_acc: 0.2801, top5_acc: 0.5248, loss_cls: 3.3701, loss: 3.3701, grad_norm: 1.3712 2020-07-29 05:15:57,840 - mmaction - INFO - Epoch [88][360/940] lr: 2.105e-01, eta: 1 day, 15:46:25, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5176, loss_cls: 3.4123, loss: 3.4123, grad_norm: 1.3486 2020-07-29 05:16:25,482 - mmaction - INFO - Epoch [88][380/940] lr: 2.105e-01, eta: 1 day, 15:44:54, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5299, loss_cls: 3.3540, loss: 3.3540, grad_norm: 1.3972 2020-07-29 05:16:53,097 - mmaction - INFO - Epoch [88][400/940] lr: 2.105e-01, eta: 1 day, 15:43:23, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5170, loss_cls: 3.4266, loss: 3.4266, grad_norm: 1.3705 2020-07-29 05:17:20,604 - mmaction - INFO - Epoch [88][420/940] lr: 2.105e-01, eta: 1 day, 15:41:52, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.2770, top5_acc: 0.5090, loss_cls: 3.4697, loss: 3.4697, grad_norm: 1.3959 2020-07-29 05:17:48,345 - mmaction - INFO - Epoch [88][440/940] lr: 2.105e-01, eta: 1 day, 15:40:23, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2797, top5_acc: 0.5309, loss_cls: 3.3466, loss: 3.3466, grad_norm: 1.3751 2020-07-29 05:18:15,844 - mmaction - INFO - Epoch [88][460/940] lr: 2.105e-01, eta: 1 day, 15:38:52, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5148, loss_cls: 3.4347, loss: 3.4347, grad_norm: 1.3837 2020-07-29 05:18:43,623 - mmaction - INFO - Epoch [88][480/940] lr: 2.105e-01, eta: 1 day, 15:37:24, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5307, loss_cls: 3.3408, loss: 3.3408, grad_norm: 1.3735 2020-07-29 05:19:11,293 - mmaction - INFO - Epoch [88][500/940] lr: 2.105e-01, eta: 1 day, 15:35:56, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.2697, top5_acc: 0.5135, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.3872 2020-07-29 05:19:38,988 - mmaction - INFO - Epoch [88][520/940] lr: 2.105e-01, eta: 1 day, 15:34:28, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2686, top5_acc: 0.5107, loss_cls: 3.4235, loss: 3.4235, grad_norm: 1.3734 2020-07-29 05:20:06,708 - mmaction - INFO - Epoch [88][540/940] lr: 2.105e-01, eta: 1 day, 15:33:00, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5275, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.3955 2020-07-29 05:20:34,610 - mmaction - INFO - Epoch [88][560/940] lr: 2.105e-01, eta: 1 day, 15:31:35, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.2701, top5_acc: 0.5105, loss_cls: 3.4549, loss: 3.4549, grad_norm: 1.3728 2020-07-29 05:21:02,519 - mmaction - INFO - Epoch [88][580/940] lr: 2.105e-01, eta: 1 day, 15:30:10, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5125, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.3797 2020-07-29 05:21:30,198 - mmaction - INFO - Epoch [88][600/940] lr: 2.105e-01, eta: 1 day, 15:28:43, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2738, top5_acc: 0.5182, loss_cls: 3.3779, loss: 3.3779, grad_norm: 1.3856 2020-07-29 05:21:57,986 - mmaction - INFO - Epoch [88][620/940] lr: 2.105e-01, eta: 1 day, 15:27:18, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5070, loss_cls: 3.4163, loss: 3.4163, grad_norm: 1.3718 2020-07-29 05:22:25,803 - mmaction - INFO - Epoch [88][640/940] lr: 2.105e-01, eta: 1 day, 15:25:53, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2703, top5_acc: 0.4990, loss_cls: 3.4823, loss: 3.4823, grad_norm: 1.3342 2020-07-29 05:22:54,110 - mmaction - INFO - Epoch [88][660/940] lr: 2.105e-01, eta: 1 day, 15:24:33, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5229, loss_cls: 3.3674, loss: 3.3674, grad_norm: 1.3885 2020-07-29 05:23:21,689 - mmaction - INFO - Epoch [88][680/940] lr: 2.105e-01, eta: 1 day, 15:23:06, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5178, loss_cls: 3.4242, loss: 3.4242, grad_norm: 1.3791 2020-07-29 05:23:49,240 - mmaction - INFO - Epoch [88][700/940] lr: 2.105e-01, eta: 1 day, 15:21:39, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.2777, top5_acc: 0.5246, loss_cls: 3.4006, loss: 3.4006, grad_norm: 1.3643 2020-07-29 05:24:16,646 - mmaction - INFO - Epoch [88][720/940] lr: 2.105e-01, eta: 1 day, 15:20:12, time: 1.373, data_time: 0.006, memory: 5021, top1_acc: 0.2762, top5_acc: 0.5211, loss_cls: 3.3765, loss: 3.3765, grad_norm: 1.4047 2020-07-29 05:24:45,102 - mmaction - INFO - Epoch [88][740/940] lr: 2.105e-01, eta: 1 day, 15:18:54, time: 1.421, data_time: 0.002, memory: 5021, top1_acc: 0.2658, top5_acc: 0.5166, loss_cls: 3.4062, loss: 3.4062, grad_norm: 1.4128 2020-07-29 05:25:13,448 - mmaction - INFO - Epoch [88][760/940] lr: 2.105e-01, eta: 1 day, 15:17:36, time: 1.416, data_time: 0.006, memory: 5021, top1_acc: 0.2695, top5_acc: 0.5166, loss_cls: 3.4268, loss: 3.4268, grad_norm: 1.3869 2020-07-29 05:25:40,964 - mmaction - INFO - Epoch [88][780/940] lr: 2.105e-01, eta: 1 day, 15:16:11, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.2656, top5_acc: 0.5234, loss_cls: 3.3958, loss: 3.3958, grad_norm: 1.3589 2020-07-29 05:26:08,705 - mmaction - INFO - Epoch [88][800/940] lr: 2.105e-01, eta: 1 day, 15:14:47, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2822, top5_acc: 0.5213, loss_cls: 3.3397, loss: 3.3397, grad_norm: 1.3670 2020-07-29 05:26:36,287 - mmaction - INFO - Epoch [88][820/940] lr: 2.105e-01, eta: 1 day, 15:13:22, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5287, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.3677 2020-07-29 05:27:04,358 - mmaction - INFO - Epoch [88][840/940] lr: 2.105e-01, eta: 1 day, 15:12:02, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2838, top5_acc: 0.5213, loss_cls: 3.3822, loss: 3.3822, grad_norm: 1.3826 2020-07-29 05:27:31,795 - mmaction - INFO - Epoch [88][860/940] lr: 2.105e-01, eta: 1 day, 15:10:37, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2607, top5_acc: 0.5129, loss_cls: 3.4152, loss: 3.4152, grad_norm: 1.3687 2020-07-29 05:27:59,925 - mmaction - INFO - Epoch [88][880/940] lr: 2.105e-01, eta: 1 day, 15:09:18, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.2695, top5_acc: 0.5137, loss_cls: 3.4419, loss: 3.4419, grad_norm: 1.3641 2020-07-29 05:28:27,509 - mmaction - INFO - Epoch [88][900/940] lr: 2.105e-01, eta: 1 day, 15:07:54, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2855, top5_acc: 0.5227, loss_cls: 3.3961, loss: 3.3961, grad_norm: 1.3855 2020-07-29 05:28:55,592 - mmaction - INFO - Epoch [88][920/940] lr: 2.105e-01, eta: 1 day, 15:06:35, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2773, top5_acc: 0.5139, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.4025 2020-07-29 05:29:22,240 - mmaction - INFO - Epoch [88][940/940] lr: 2.105e-01, eta: 1 day, 15:05:03, time: 1.334, data_time: 0.006, memory: 5021, top1_acc: 0.2670, top5_acc: 0.5164, loss_cls: 3.4105, loss: 3.4105, grad_norm: 1.4003 2020-07-29 05:29:22,489 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-29 05:31:37,241 - mmaction - INFO - Epoch [89][20/940] lr: 2.070e-01, eta: 1 day, 15:21:43, time: 6.691, data_time: 0.364, memory: 5021, top1_acc: 0.2758, top5_acc: 0.5168, loss_cls: 3.3988, loss: 3.3988, grad_norm: 1.3597 2020-07-29 05:32:04,682 - mmaction - INFO - Epoch [89][40/940] lr: 2.070e-01, eta: 1 day, 15:20:16, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2838, top5_acc: 0.5264, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.3899 2020-07-29 05:32:32,012 - mmaction - INFO - Epoch [89][60/940] lr: 2.070e-01, eta: 1 day, 15:18:48, time: 1.366, data_time: 0.002, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5178, loss_cls: 3.4015, loss: 3.4015, grad_norm: 1.3881 2020-07-29 05:32:59,626 - mmaction - INFO - Epoch [89][80/940] lr: 2.070e-01, eta: 1 day, 15:17:23, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.2701, top5_acc: 0.5256, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.3882 2020-07-29 05:33:27,313 - mmaction - INFO - Epoch [89][100/940] lr: 2.070e-01, eta: 1 day, 15:16:00, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2740, top5_acc: 0.5191, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.3861 2020-07-29 05:33:54,987 - mmaction - INFO - Epoch [89][120/940] lr: 2.070e-01, eta: 1 day, 15:14:36, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.2830, top5_acc: 0.5229, loss_cls: 3.3808, loss: 3.3808, grad_norm: 1.3656 2020-07-29 05:34:22,773 - mmaction - INFO - Epoch [89][140/940] lr: 2.070e-01, eta: 1 day, 15:13:14, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2721, top5_acc: 0.5273, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.3915 2020-07-29 05:34:50,724 - mmaction - INFO - Epoch [89][160/940] lr: 2.070e-01, eta: 1 day, 15:11:53, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5164, loss_cls: 3.3700, loss: 3.3700, grad_norm: 1.3786 2020-07-29 05:35:18,395 - mmaction - INFO - Epoch [89][180/940] lr: 2.070e-01, eta: 1 day, 15:10:30, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2877, top5_acc: 0.5324, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.4036 2020-07-29 05:35:46,029 - mmaction - INFO - Epoch [89][200/940] lr: 2.070e-01, eta: 1 day, 15:09:07, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5344, loss_cls: 3.3236, loss: 3.3236, grad_norm: 1.3723 2020-07-29 05:36:13,888 - mmaction - INFO - Epoch [89][220/940] lr: 2.070e-01, eta: 1 day, 15:07:47, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.2709, top5_acc: 0.5094, loss_cls: 3.4214, loss: 3.4214, grad_norm: 1.4025 2020-07-29 05:36:42,116 - mmaction - INFO - Epoch [89][240/940] lr: 2.070e-01, eta: 1 day, 15:06:31, time: 1.414, data_time: 0.006, memory: 5021, top1_acc: 0.2781, top5_acc: 0.5176, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.3765 2020-07-29 05:37:09,842 - mmaction - INFO - Epoch [89][260/940] lr: 2.070e-01, eta: 1 day, 15:05:09, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2742, top5_acc: 0.5270, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.3587 2020-07-29 05:37:37,453 - mmaction - INFO - Epoch [89][280/940] lr: 2.070e-01, eta: 1 day, 15:03:47, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2695, top5_acc: 0.5264, loss_cls: 3.4024, loss: 3.4024, grad_norm: 1.3710 2020-07-29 05:38:05,438 - mmaction - INFO - Epoch [89][300/940] lr: 2.070e-01, eta: 1 day, 15:02:28, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2816, top5_acc: 0.5180, loss_cls: 3.3775, loss: 3.3775, grad_norm: 1.3630 2020-07-29 05:38:33,190 - mmaction - INFO - Epoch [89][320/940] lr: 2.070e-01, eta: 1 day, 15:01:08, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2812, top5_acc: 0.5330, loss_cls: 3.3442, loss: 3.3442, grad_norm: 1.4001 2020-07-29 05:39:00,842 - mmaction - INFO - Epoch [89][340/940] lr: 2.070e-01, eta: 1 day, 14:59:47, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5303, loss_cls: 3.3376, loss: 3.3376, grad_norm: 1.3916 2020-07-29 05:39:28,176 - mmaction - INFO - Epoch [89][360/940] lr: 2.070e-01, eta: 1 day, 14:58:23, time: 1.369, data_time: 0.006, memory: 5021, top1_acc: 0.2777, top5_acc: 0.5219, loss_cls: 3.3769, loss: 3.3769, grad_norm: 1.4244 2020-07-29 05:39:55,717 - mmaction - INFO - Epoch [89][380/940] lr: 2.070e-01, eta: 1 day, 14:57:01, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2746, top5_acc: 0.5156, loss_cls: 3.4252, loss: 3.4252, grad_norm: 1.3901 2020-07-29 05:40:23,589 - mmaction - INFO - Epoch [89][400/940] lr: 2.070e-01, eta: 1 day, 14:55:43, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2676, top5_acc: 0.5201, loss_cls: 3.4049, loss: 3.4049, grad_norm: 1.3938 2020-07-29 05:40:52,223 - mmaction - INFO - Epoch [89][420/940] lr: 2.070e-01, eta: 1 day, 14:54:32, time: 1.430, data_time: 0.005, memory: 5021, top1_acc: 0.2766, top5_acc: 0.5115, loss_cls: 3.4027, loss: 3.4027, grad_norm: 1.3907 2020-07-29 05:41:19,785 - mmaction - INFO - Epoch [89][440/940] lr: 2.070e-01, eta: 1 day, 14:53:12, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2758, top5_acc: 0.5074, loss_cls: 3.4133, loss: 3.4133, grad_norm: 1.3395 2020-07-29 05:41:47,574 - mmaction - INFO - Epoch [89][460/940] lr: 2.070e-01, eta: 1 day, 14:51:53, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5275, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.3726 2020-07-29 05:42:15,563 - mmaction - INFO - Epoch [89][480/940] lr: 2.070e-01, eta: 1 day, 14:50:37, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2838, top5_acc: 0.5207, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.3630 2020-07-29 05:42:43,507 - mmaction - INFO - Epoch [89][500/940] lr: 2.070e-01, eta: 1 day, 14:49:20, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2805, top5_acc: 0.5273, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.4091 2020-07-29 05:43:11,325 - mmaction - INFO - Epoch [89][520/940] lr: 2.070e-01, eta: 1 day, 14:48:03, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2738, top5_acc: 0.5271, loss_cls: 3.3840, loss: 3.3840, grad_norm: 1.3894 2020-07-29 05:43:39,623 - mmaction - INFO - Epoch [89][540/940] lr: 2.070e-01, eta: 1 day, 14:46:51, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.2738, top5_acc: 0.5125, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.3618 2020-07-29 05:44:07,241 - mmaction - INFO - Epoch [89][560/940] lr: 2.070e-01, eta: 1 day, 14:45:32, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2762, top5_acc: 0.5354, loss_cls: 3.3324, loss: 3.3324, grad_norm: 1.4292 2020-07-29 05:44:35,235 - mmaction - INFO - Epoch [89][580/940] lr: 2.070e-01, eta: 1 day, 14:44:16, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2814, top5_acc: 0.5219, loss_cls: 3.3653, loss: 3.3653, grad_norm: 1.3817 2020-07-29 05:45:03,240 - mmaction - INFO - Epoch [89][600/940] lr: 2.070e-01, eta: 1 day, 14:43:02, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2818, top5_acc: 0.5174, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.3677 2020-07-29 05:45:30,827 - mmaction - INFO - Epoch [89][620/940] lr: 2.070e-01, eta: 1 day, 14:41:43, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.2721, top5_acc: 0.5217, loss_cls: 3.4123, loss: 3.4123, grad_norm: 1.3812 2020-07-29 05:45:58,344 - mmaction - INFO - Epoch [89][640/940] lr: 2.070e-01, eta: 1 day, 14:40:24, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.2805, top5_acc: 0.5281, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.3820 2020-07-29 05:46:26,078 - mmaction - INFO - Epoch [89][660/940] lr: 2.070e-01, eta: 1 day, 14:39:07, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2805, top5_acc: 0.5178, loss_cls: 3.3820, loss: 3.3820, grad_norm: 1.4277 2020-07-29 05:46:53,544 - mmaction - INFO - Epoch [89][680/940] lr: 2.070e-01, eta: 1 day, 14:37:49, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2658, top5_acc: 0.5080, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.3863 2020-07-29 05:47:21,186 - mmaction - INFO - Epoch [89][700/940] lr: 2.070e-01, eta: 1 day, 14:36:31, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5229, loss_cls: 3.3717, loss: 3.3717, grad_norm: 1.3811 2020-07-29 05:47:48,633 - mmaction - INFO - Epoch [89][720/940] lr: 2.070e-01, eta: 1 day, 14:35:13, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2713, top5_acc: 0.5102, loss_cls: 3.4130, loss: 3.4130, grad_norm: 1.3844 2020-07-29 05:48:16,424 - mmaction - INFO - Epoch [89][740/940] lr: 2.070e-01, eta: 1 day, 14:33:58, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.2779, top5_acc: 0.5229, loss_cls: 3.3692, loss: 3.3692, grad_norm: 1.3902 2020-07-29 05:48:43,963 - mmaction - INFO - Epoch [89][760/940] lr: 2.070e-01, eta: 1 day, 14:32:40, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5193, loss_cls: 3.4132, loss: 3.4132, grad_norm: 1.4018 2020-07-29 05:49:11,495 - mmaction - INFO - Epoch [89][780/940] lr: 2.070e-01, eta: 1 day, 14:31:22, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2684, top5_acc: 0.5195, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.3928 2020-07-29 05:49:38,826 - mmaction - INFO - Epoch [89][800/940] lr: 2.070e-01, eta: 1 day, 14:30:04, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2676, top5_acc: 0.5201, loss_cls: 3.4092, loss: 3.4092, grad_norm: 1.3981 2020-07-29 05:50:06,692 - mmaction - INFO - Epoch [89][820/940] lr: 2.070e-01, eta: 1 day, 14:28:50, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2775, top5_acc: 0.5156, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.3785 2020-07-29 05:50:34,110 - mmaction - INFO - Epoch [89][840/940] lr: 2.070e-01, eta: 1 day, 14:27:32, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5139, loss_cls: 3.3794, loss: 3.3794, grad_norm: 1.3830 2020-07-29 05:51:01,583 - mmaction - INFO - Epoch [89][860/940] lr: 2.070e-01, eta: 1 day, 14:26:15, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.2764, top5_acc: 0.5139, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.3662 2020-07-29 05:51:29,171 - mmaction - INFO - Epoch [89][880/940] lr: 2.070e-01, eta: 1 day, 14:25:00, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2650, top5_acc: 0.5135, loss_cls: 3.4291, loss: 3.4291, grad_norm: 1.3827 2020-07-29 05:51:56,463 - mmaction - INFO - Epoch [89][900/940] lr: 2.070e-01, eta: 1 day, 14:23:41, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5229, loss_cls: 3.3929, loss: 3.3929, grad_norm: 1.4035 2020-07-29 05:52:24,461 - mmaction - INFO - Epoch [89][920/940] lr: 2.070e-01, eta: 1 day, 14:22:30, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2816, top5_acc: 0.5215, loss_cls: 3.3719, loss: 3.3719, grad_norm: 1.3624 2020-07-29 05:52:51,381 - mmaction - INFO - Epoch [89][940/940] lr: 2.070e-01, eta: 1 day, 14:21:08, time: 1.344, data_time: 0.005, memory: 5021, top1_acc: 0.2780, top5_acc: 0.5244, loss_cls: 3.3595, loss: 3.3595, grad_norm: 1.3971 2020-07-29 05:52:51,729 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-07-29 05:57:01,226 - mmaction - INFO - Epoch [90][20/940] lr: 2.035e-01, eta: 1 day, 14:53:20, time: 12.430, data_time: 0.367, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5125, loss_cls: 3.4211, loss: 3.4211, grad_norm: 1.3925 2020-07-29 05:57:28,279 - mmaction - INFO - Epoch [90][40/940] lr: 2.035e-01, eta: 1 day, 14:51:56, time: 1.354, data_time: 0.005, memory: 5021, top1_acc: 0.2742, top5_acc: 0.5213, loss_cls: 3.4054, loss: 3.4054, grad_norm: 1.3681 2020-07-29 05:57:55,565 - mmaction - INFO - Epoch [90][60/940] lr: 2.035e-01, eta: 1 day, 14:50:34, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.2873, top5_acc: 0.5299, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.3841 2020-07-29 05:58:23,005 - mmaction - INFO - Epoch [90][80/940] lr: 2.035e-01, eta: 1 day, 14:49:14, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.2783, top5_acc: 0.5318, loss_cls: 3.3179, loss: 3.3179, grad_norm: 1.4099 2020-07-29 05:58:50,677 - mmaction - INFO - Epoch [90][100/940] lr: 2.035e-01, eta: 1 day, 14:47:56, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2740, top5_acc: 0.5217, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.4165 2020-07-29 05:59:18,176 - mmaction - INFO - Epoch [90][120/940] lr: 2.035e-01, eta: 1 day, 14:46:37, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2773, top5_acc: 0.5166, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.3768 2020-07-29 05:59:46,057 - mmaction - INFO - Epoch [90][140/940] lr: 2.035e-01, eta: 1 day, 14:45:20, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5174, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.3901 2020-07-29 06:00:16,124 - mmaction - INFO - Epoch [90][160/940] lr: 2.035e-01, eta: 1 day, 14:44:23, time: 1.497, data_time: 0.008, memory: 5021, top1_acc: 0.2857, top5_acc: 0.5309, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.3870 2020-07-29 06:00:43,896 - mmaction - INFO - Epoch [90][180/940] lr: 2.035e-01, eta: 1 day, 14:43:09, time: 1.398, data_time: 0.021, memory: 5021, top1_acc: 0.2768, top5_acc: 0.5242, loss_cls: 3.3868, loss: 3.3868, grad_norm: 1.4125 2020-07-29 06:01:11,549 - mmaction - INFO - Epoch [90][200/940] lr: 2.035e-01, eta: 1 day, 14:41:51, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5150, loss_cls: 3.3755, loss: 3.3755, grad_norm: 1.3822 2020-07-29 06:01:39,269 - mmaction - INFO - Epoch [90][220/940] lr: 2.035e-01, eta: 1 day, 14:40:35, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2871, top5_acc: 0.5344, loss_cls: 3.3321, loss: 3.3321, grad_norm: 1.4022 2020-07-29 06:02:06,878 - mmaction - INFO - Epoch [90][240/940] lr: 2.035e-01, eta: 1 day, 14:39:18, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.2838, top5_acc: 0.5334, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.4381 2020-07-29 06:02:34,525 - mmaction - INFO - Epoch [90][260/940] lr: 2.035e-01, eta: 1 day, 14:38:01, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2752, top5_acc: 0.5115, loss_cls: 3.4345, loss: 3.4345, grad_norm: 1.4001 2020-07-29 06:03:02,549 - mmaction - INFO - Epoch [90][280/940] lr: 2.035e-01, eta: 1 day, 14:36:48, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.2666, top5_acc: 0.5256, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.3865 2020-07-29 06:03:30,375 - mmaction - INFO - Epoch [90][300/940] lr: 2.035e-01, eta: 1 day, 14:35:34, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5240, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.3909 2020-07-29 06:03:58,060 - mmaction - INFO - Epoch [90][320/940] lr: 2.035e-01, eta: 1 day, 14:34:18, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2703, top5_acc: 0.5201, loss_cls: 3.3896, loss: 3.3896, grad_norm: 1.3896 2020-07-29 06:04:25,543 - mmaction - INFO - Epoch [90][340/940] lr: 2.035e-01, eta: 1 day, 14:33:00, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.2777, top5_acc: 0.5258, loss_cls: 3.3700, loss: 3.3700, grad_norm: 1.3757 2020-07-29 06:04:53,628 - mmaction - INFO - Epoch [90][360/940] lr: 2.035e-01, eta: 1 day, 14:31:49, time: 1.405, data_time: 0.007, memory: 5021, top1_acc: 0.2844, top5_acc: 0.5396, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.4026 2020-07-29 06:05:21,406 - mmaction - INFO - Epoch [90][380/940] lr: 2.035e-01, eta: 1 day, 14:30:35, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2746, top5_acc: 0.5191, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.4195 2020-07-29 06:05:49,438 - mmaction - INFO - Epoch [90][400/940] lr: 2.035e-01, eta: 1 day, 14:29:22, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.2842, top5_acc: 0.5217, loss_cls: 3.3755, loss: 3.3755, grad_norm: 1.3763 2020-07-29 06:06:17,017 - mmaction - INFO - Epoch [90][420/940] lr: 2.035e-01, eta: 1 day, 14:28:07, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2783, top5_acc: 0.5178, loss_cls: 3.3991, loss: 3.3991, grad_norm: 1.3872 2020-07-29 06:06:44,632 - mmaction - INFO - Epoch [90][440/940] lr: 2.035e-01, eta: 1 day, 14:26:52, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5195, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.3717 2020-07-29 06:07:12,968 - mmaction - INFO - Epoch [90][460/940] lr: 2.035e-01, eta: 1 day, 14:25:43, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.2740, top5_acc: 0.5244, loss_cls: 3.3524, loss: 3.3524, grad_norm: 1.3846 2020-07-29 06:07:40,650 - mmaction - INFO - Epoch [90][480/940] lr: 2.035e-01, eta: 1 day, 14:24:29, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2918, top5_acc: 0.5348, loss_cls: 3.3147, loss: 3.3147, grad_norm: 1.4235 2020-07-29 06:08:08,232 - mmaction - INFO - Epoch [90][500/940] lr: 2.035e-01, eta: 1 day, 14:23:14, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5289, loss_cls: 3.3599, loss: 3.3599, grad_norm: 1.4097 2020-07-29 06:08:36,013 - mmaction - INFO - Epoch [90][520/940] lr: 2.035e-01, eta: 1 day, 14:22:01, time: 1.389, data_time: 0.003, memory: 5021, top1_acc: 0.2838, top5_acc: 0.5203, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.4137 2020-07-29 06:09:03,995 - mmaction - INFO - Epoch [90][540/940] lr: 2.035e-01, eta: 1 day, 14:20:50, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5240, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.3995 2020-07-29 06:09:31,551 - mmaction - INFO - Epoch [90][560/940] lr: 2.035e-01, eta: 1 day, 14:19:36, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3973, loss: 3.3973, grad_norm: 1.3992 2020-07-29 06:09:59,216 - mmaction - INFO - Epoch [90][580/940] lr: 2.035e-01, eta: 1 day, 14:18:22, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5215, loss_cls: 3.4034, loss: 3.4034, grad_norm: 1.4124 2020-07-29 06:10:27,081 - mmaction - INFO - Epoch [90][600/940] lr: 2.035e-01, eta: 1 day, 14:17:11, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5135, loss_cls: 3.4311, loss: 3.4311, grad_norm: 1.4126 2020-07-29 06:10:54,745 - mmaction - INFO - Epoch [90][620/940] lr: 2.035e-01, eta: 1 day, 14:15:58, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5236, loss_cls: 3.3878, loss: 3.3878, grad_norm: 1.3739 2020-07-29 06:11:22,438 - mmaction - INFO - Epoch [90][640/940] lr: 2.035e-01, eta: 1 day, 14:14:45, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5180, loss_cls: 3.4089, loss: 3.4089, grad_norm: 1.4005 2020-07-29 06:11:50,244 - mmaction - INFO - Epoch [90][660/940] lr: 2.035e-01, eta: 1 day, 14:13:33, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2705, top5_acc: 0.5137, loss_cls: 3.4288, loss: 3.4288, grad_norm: 1.3905 2020-07-29 06:12:17,714 - mmaction - INFO - Epoch [90][680/940] lr: 2.035e-01, eta: 1 day, 14:12:20, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5361, loss_cls: 3.3229, loss: 3.3229, grad_norm: 1.3758 2020-07-29 06:12:45,237 - mmaction - INFO - Epoch [90][700/940] lr: 2.035e-01, eta: 1 day, 14:11:06, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.2844, top5_acc: 0.5217, loss_cls: 3.3632, loss: 3.3632, grad_norm: 1.4402 2020-07-29 06:13:12,827 - mmaction - INFO - Epoch [90][720/940] lr: 2.035e-01, eta: 1 day, 14:09:53, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.2836, top5_acc: 0.5232, loss_cls: 3.3582, loss: 3.3582, grad_norm: 1.3843 2020-07-29 06:13:41,050 - mmaction - INFO - Epoch [90][740/940] lr: 2.035e-01, eta: 1 day, 14:08:46, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.2789, top5_acc: 0.5145, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.4149 2020-07-29 06:14:08,610 - mmaction - INFO - Epoch [90][760/940] lr: 2.035e-01, eta: 1 day, 14:07:33, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5277, loss_cls: 3.3482, loss: 3.3482, grad_norm: 1.4011 2020-07-29 06:14:36,285 - mmaction - INFO - Epoch [90][780/940] lr: 2.035e-01, eta: 1 day, 14:06:21, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5152, loss_cls: 3.3914, loss: 3.3914, grad_norm: 1.3918 2020-07-29 06:15:03,859 - mmaction - INFO - Epoch [90][800/940] lr: 2.035e-01, eta: 1 day, 14:05:09, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2865, top5_acc: 0.5234, loss_cls: 3.3665, loss: 3.3665, grad_norm: 1.3703 2020-07-29 06:15:31,632 - mmaction - INFO - Epoch [90][820/940] lr: 2.035e-01, eta: 1 day, 14:03:59, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.2857, top5_acc: 0.5365, loss_cls: 3.3446, loss: 3.3446, grad_norm: 1.4041 2020-07-29 06:15:59,316 - mmaction - INFO - Epoch [90][840/940] lr: 2.035e-01, eta: 1 day, 14:02:48, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.2783, top5_acc: 0.5207, loss_cls: 3.3888, loss: 3.3888, grad_norm: 1.4109 2020-07-29 06:16:26,918 - mmaction - INFO - Epoch [90][860/940] lr: 2.035e-01, eta: 1 day, 14:01:37, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2717, top5_acc: 0.5133, loss_cls: 3.4074, loss: 3.4074, grad_norm: 1.3534 2020-07-29 06:16:54,458 - mmaction - INFO - Epoch [90][880/940] lr: 2.035e-01, eta: 1 day, 14:00:24, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5154, loss_cls: 3.4052, loss: 3.4052, grad_norm: 1.3997 2020-07-29 06:17:21,977 - mmaction - INFO - Epoch [90][900/940] lr: 2.035e-01, eta: 1 day, 13:59:13, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.2768, top5_acc: 0.5227, loss_cls: 3.3896, loss: 3.3896, grad_norm: 1.4131 2020-07-29 06:17:50,120 - mmaction - INFO - Epoch [90][920/940] lr: 2.035e-01, eta: 1 day, 13:58:06, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.2775, top5_acc: 0.5230, loss_cls: 3.3700, loss: 3.3700, grad_norm: 1.3936 2020-07-29 06:18:16,770 - mmaction - INFO - Epoch [90][940/940] lr: 2.035e-01, eta: 1 day, 13:56:48, time: 1.334, data_time: 0.005, memory: 5021, top1_acc: 0.2679, top5_acc: 0.5191, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.4173 2020-07-29 06:18:17,109 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-29 06:22:17,308 - mmaction - INFO - Epoch [91][20/940] lr: 2.000e-01, eta: 1 day, 14:24:24, time: 11.955, data_time: 0.485, memory: 5021, top1_acc: 0.2781, top5_acc: 0.5053, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.3961 2020-07-29 06:22:44,801 - mmaction - INFO - Epoch [91][40/940] lr: 2.000e-01, eta: 1 day, 14:23:09, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2854, top5_acc: 0.5250, loss_cls: 3.3637, loss: 3.3637, grad_norm: 1.3899 2020-07-29 06:23:12,351 - mmaction - INFO - Epoch [91][60/940] lr: 2.000e-01, eta: 1 day, 14:21:55, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2953, top5_acc: 0.5389, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.4068 2020-07-29 06:23:40,127 - mmaction - INFO - Epoch [91][80/940] lr: 2.000e-01, eta: 1 day, 14:20:42, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2836, top5_acc: 0.5230, loss_cls: 3.3648, loss: 3.3648, grad_norm: 1.3982 2020-07-29 06:24:07,717 - mmaction - INFO - Epoch [91][100/940] lr: 2.000e-01, eta: 1 day, 14:19:29, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2906, top5_acc: 0.5270, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.4108 2020-07-29 06:24:35,318 - mmaction - INFO - Epoch [91][120/940] lr: 2.000e-01, eta: 1 day, 14:18:15, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2680, top5_acc: 0.5211, loss_cls: 3.3689, loss: 3.3689, grad_norm: 1.4069 2020-07-29 06:25:03,168 - mmaction - INFO - Epoch [91][140/940] lr: 2.000e-01, eta: 1 day, 14:17:04, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2904, top5_acc: 0.5264, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.4048 2020-07-29 06:25:30,620 - mmaction - INFO - Epoch [91][160/940] lr: 2.000e-01, eta: 1 day, 14:15:49, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.2916, top5_acc: 0.5385, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.4134 2020-07-29 06:25:58,407 - mmaction - INFO - Epoch [91][180/940] lr: 2.000e-01, eta: 1 day, 14:14:38, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.2777, top5_acc: 0.5207, loss_cls: 3.3972, loss: 3.3972, grad_norm: 1.3896 2020-07-29 06:26:26,066 - mmaction - INFO - Epoch [91][200/940] lr: 2.000e-01, eta: 1 day, 14:13:26, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2658, top5_acc: 0.5143, loss_cls: 3.3976, loss: 3.3976, grad_norm: 1.3844 2020-07-29 06:26:53,707 - mmaction - INFO - Epoch [91][220/940] lr: 2.000e-01, eta: 1 day, 14:12:13, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.2824, top5_acc: 0.5248, loss_cls: 3.3532, loss: 3.3532, grad_norm: 1.3908 2020-07-29 06:27:22,209 - mmaction - INFO - Epoch [91][240/940] lr: 2.000e-01, eta: 1 day, 14:11:08, time: 1.426, data_time: 0.006, memory: 5021, top1_acc: 0.2783, top5_acc: 0.5283, loss_cls: 3.3421, loss: 3.3421, grad_norm: 1.3970 2020-07-29 06:27:50,013 - mmaction - INFO - Epoch [91][260/940] lr: 2.000e-01, eta: 1 day, 14:09:57, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.2760, top5_acc: 0.5186, loss_cls: 3.3956, loss: 3.3956, grad_norm: 1.4122 2020-07-29 06:28:17,618 - mmaction - INFO - Epoch [91][280/940] lr: 2.000e-01, eta: 1 day, 14:08:45, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5221, loss_cls: 3.3637, loss: 3.3637, grad_norm: 1.3977 2020-07-29 06:28:45,418 - mmaction - INFO - Epoch [91][300/940] lr: 2.000e-01, eta: 1 day, 14:07:35, time: 1.391, data_time: 0.003, memory: 5021, top1_acc: 0.2832, top5_acc: 0.5242, loss_cls: 3.3748, loss: 3.3748, grad_norm: 1.4011 2020-07-29 06:29:13,131 - mmaction - INFO - Epoch [91][320/940] lr: 2.000e-01, eta: 1 day, 14:06:24, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2826, top5_acc: 0.5209, loss_cls: 3.3848, loss: 3.3848, grad_norm: 1.3895 2020-07-29 06:29:40,770 - mmaction - INFO - Epoch [91][340/940] lr: 2.000e-01, eta: 1 day, 14:05:13, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.3767, loss: 3.3767, grad_norm: 1.4295 2020-07-29 06:30:08,470 - mmaction - INFO - Epoch [91][360/940] lr: 2.000e-01, eta: 1 day, 14:04:02, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5203, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.3937 2020-07-29 06:30:36,081 - mmaction - INFO - Epoch [91][380/940] lr: 2.000e-01, eta: 1 day, 14:02:51, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2811, top5_acc: 0.5150, loss_cls: 3.3794, loss: 3.3794, grad_norm: 1.4153 2020-07-29 06:31:04,008 - mmaction - INFO - Epoch [91][400/940] lr: 2.000e-01, eta: 1 day, 14:01:42, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2848, top5_acc: 0.5227, loss_cls: 3.3542, loss: 3.3542, grad_norm: 1.4149 2020-07-29 06:31:32,078 - mmaction - INFO - Epoch [91][420/940] lr: 2.000e-01, eta: 1 day, 14:00:35, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5154, loss_cls: 3.3878, loss: 3.3878, grad_norm: 1.4519 2020-07-29 06:31:59,817 - mmaction - INFO - Epoch [91][440/940] lr: 2.000e-01, eta: 1 day, 13:59:25, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.2836, top5_acc: 0.5305, loss_cls: 3.3473, loss: 3.3473, grad_norm: 1.4167 2020-07-29 06:32:27,428 - mmaction - INFO - Epoch [91][460/940] lr: 2.000e-01, eta: 1 day, 13:58:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2867, top5_acc: 0.5240, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.4020 2020-07-29 06:32:55,363 - mmaction - INFO - Epoch [91][480/940] lr: 2.000e-01, eta: 1 day, 13:57:06, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2965, top5_acc: 0.5434, loss_cls: 3.2958, loss: 3.2958, grad_norm: 1.3776 2020-07-29 06:33:22,791 - mmaction - INFO - Epoch [91][500/940] lr: 2.000e-01, eta: 1 day, 13:55:55, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5285, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.4176 2020-07-29 06:33:50,646 - mmaction - INFO - Epoch [91][520/940] lr: 2.000e-01, eta: 1 day, 13:54:46, time: 1.391, data_time: 0.004, memory: 5021, top1_acc: 0.2865, top5_acc: 0.5133, loss_cls: 3.3801, loss: 3.3801, grad_norm: 1.4214 2020-07-29 06:34:18,289 - mmaction - INFO - Epoch [91][540/940] lr: 2.000e-01, eta: 1 day, 13:53:37, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2635, top5_acc: 0.5016, loss_cls: 3.4390, loss: 3.4390, grad_norm: 1.4020 2020-07-29 06:34:45,966 - mmaction - INFO - Epoch [91][560/940] lr: 2.000e-01, eta: 1 day, 13:52:27, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2758, top5_acc: 0.5154, loss_cls: 3.3827, loss: 3.3827, grad_norm: 1.3844 2020-07-29 06:35:14,000 - mmaction - INFO - Epoch [91][580/940] lr: 2.000e-01, eta: 1 day, 13:51:21, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5309, loss_cls: 3.3378, loss: 3.3378, grad_norm: 1.3842 2020-07-29 06:35:41,702 - mmaction - INFO - Epoch [91][600/940] lr: 2.000e-01, eta: 1 day, 13:50:12, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2781, top5_acc: 0.5271, loss_cls: 3.3714, loss: 3.3714, grad_norm: 1.3975 2020-07-29 06:36:09,309 - mmaction - INFO - Epoch [91][620/940] lr: 2.000e-01, eta: 1 day, 13:49:03, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2793, top5_acc: 0.5295, loss_cls: 3.3464, loss: 3.3464, grad_norm: 1.4109 2020-07-29 06:36:36,742 - mmaction - INFO - Epoch [91][640/940] lr: 2.000e-01, eta: 1 day, 13:47:52, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5205, loss_cls: 3.3880, loss: 3.3880, grad_norm: 1.4220 2020-07-29 06:37:04,331 - mmaction - INFO - Epoch [91][660/940] lr: 2.000e-01, eta: 1 day, 13:46:43, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.2707, top5_acc: 0.5143, loss_cls: 3.4122, loss: 3.4122, grad_norm: 1.4143 2020-07-29 06:37:32,284 - mmaction - INFO - Epoch [91][680/940] lr: 2.000e-01, eta: 1 day, 13:45:37, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5361, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.4239 2020-07-29 06:38:00,032 - mmaction - INFO - Epoch [91][700/940] lr: 2.000e-01, eta: 1 day, 13:44:29, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5273, loss_cls: 3.3407, loss: 3.3407, grad_norm: 1.4179 2020-07-29 06:38:28,316 - mmaction - INFO - Epoch [91][720/940] lr: 2.000e-01, eta: 1 day, 13:43:26, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.2779, top5_acc: 0.5156, loss_cls: 3.4114, loss: 3.4114, grad_norm: 1.4044 2020-07-29 06:38:56,020 - mmaction - INFO - Epoch [91][740/940] lr: 2.000e-01, eta: 1 day, 13:42:17, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.2686, top5_acc: 0.5072, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.3793 2020-07-29 06:39:23,884 - mmaction - INFO - Epoch [91][760/940] lr: 2.000e-01, eta: 1 day, 13:41:11, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2826, top5_acc: 0.5264, loss_cls: 3.4103, loss: 3.4103, grad_norm: 1.3898 2020-07-29 06:39:51,469 - mmaction - INFO - Epoch [91][780/940] lr: 2.000e-01, eta: 1 day, 13:40:03, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.2686, top5_acc: 0.5152, loss_cls: 3.4003, loss: 3.4003, grad_norm: 1.4179 2020-07-29 06:40:19,168 - mmaction - INFO - Epoch [91][800/940] lr: 2.000e-01, eta: 1 day, 13:38:55, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5154, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.3938 2020-07-29 06:40:46,672 - mmaction - INFO - Epoch [91][820/940] lr: 2.000e-01, eta: 1 day, 13:37:47, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2738, top5_acc: 0.5193, loss_cls: 3.3808, loss: 3.3808, grad_norm: 1.4100 2020-07-29 06:41:14,512 - mmaction - INFO - Epoch [91][840/940] lr: 2.000e-01, eta: 1 day, 13:36:40, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5316, loss_cls: 3.3313, loss: 3.3313, grad_norm: 1.4327 2020-07-29 06:41:41,951 - mmaction - INFO - Epoch [91][860/940] lr: 2.000e-01, eta: 1 day, 13:35:32, time: 1.375, data_time: 0.007, memory: 5021, top1_acc: 0.2768, top5_acc: 0.5297, loss_cls: 3.3259, loss: 3.3259, grad_norm: 1.4067 2020-07-29 06:42:09,384 - mmaction - INFO - Epoch [91][880/940] lr: 2.000e-01, eta: 1 day, 13:34:23, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2725, top5_acc: 0.5207, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.4379 2020-07-29 06:42:37,039 - mmaction - INFO - Epoch [91][900/940] lr: 2.000e-01, eta: 1 day, 13:33:16, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5246, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.3864 2020-07-29 06:43:04,956 - mmaction - INFO - Epoch [91][920/940] lr: 2.000e-01, eta: 1 day, 13:32:11, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5172, loss_cls: 3.3862, loss: 3.3862, grad_norm: 1.4112 2020-07-29 06:43:31,599 - mmaction - INFO - Epoch [91][940/940] lr: 2.000e-01, eta: 1 day, 13:30:57, time: 1.330, data_time: 0.005, memory: 5021, top1_acc: 0.2729, top5_acc: 0.5205, loss_cls: 3.3717, loss: 3.3717, grad_norm: 1.4018 2020-07-29 06:43:31,920 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-07-29 06:48:00,933 - mmaction - INFO - Epoch [92][20/940] lr: 1.965e-01, eta: 1 day, 13:59:30, time: 13.405, data_time: 0.362, memory: 5021, top1_acc: 0.2885, top5_acc: 0.5252, loss_cls: 3.3624, loss: 3.3624, grad_norm: 1.3926 2020-07-29 06:48:28,411 - mmaction - INFO - Epoch [92][40/940] lr: 1.965e-01, eta: 1 day, 13:58:19, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2736, top5_acc: 0.5225, loss_cls: 3.3759, loss: 3.3759, grad_norm: 1.4240 2020-07-29 06:48:55,944 - mmaction - INFO - Epoch [92][60/940] lr: 1.965e-01, eta: 1 day, 13:57:08, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5424, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.3957 2020-07-29 06:49:23,698 - mmaction - INFO - Epoch [92][80/940] lr: 1.965e-01, eta: 1 day, 13:55:59, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2918, top5_acc: 0.5346, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.4197 2020-07-29 06:49:51,277 - mmaction - INFO - Epoch [92][100/940] lr: 1.965e-01, eta: 1 day, 13:54:49, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.2904, top5_acc: 0.5338, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.4142 2020-07-29 06:50:19,270 - mmaction - INFO - Epoch [92][120/940] lr: 1.965e-01, eta: 1 day, 13:53:42, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.2916, top5_acc: 0.5426, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.4532 2020-07-29 06:50:47,231 - mmaction - INFO - Epoch [92][140/940] lr: 1.965e-01, eta: 1 day, 13:52:35, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.2793, top5_acc: 0.5309, loss_cls: 3.3510, loss: 3.3510, grad_norm: 1.4075 2020-07-29 06:51:14,935 - mmaction - INFO - Epoch [92][160/940] lr: 1.965e-01, eta: 1 day, 13:51:26, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.2789, top5_acc: 0.5221, loss_cls: 3.3717, loss: 3.3717, grad_norm: 1.4296 2020-07-29 06:51:42,761 - mmaction - INFO - Epoch [92][180/940] lr: 1.965e-01, eta: 1 day, 13:50:18, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2877, top5_acc: 0.5332, loss_cls: 3.3161, loss: 3.3161, grad_norm: 1.4207 2020-07-29 06:52:10,479 - mmaction - INFO - Epoch [92][200/940] lr: 1.965e-01, eta: 1 day, 13:49:10, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5369, loss_cls: 3.3250, loss: 3.3250, grad_norm: 1.3975 2020-07-29 06:52:38,075 - mmaction - INFO - Epoch [92][220/940] lr: 1.965e-01, eta: 1 day, 13:48:01, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2875, top5_acc: 0.5238, loss_cls: 3.3641, loss: 3.3641, grad_norm: 1.4085 2020-07-29 06:53:06,294 - mmaction - INFO - Epoch [92][240/940] lr: 1.965e-01, eta: 1 day, 13:46:56, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.2773, top5_acc: 0.5262, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.4096 2020-07-29 06:53:34,040 - mmaction - INFO - Epoch [92][260/940] lr: 1.965e-01, eta: 1 day, 13:45:49, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5283, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.4075 2020-07-29 06:54:01,776 - mmaction - INFO - Epoch [92][280/940] lr: 1.965e-01, eta: 1 day, 13:44:41, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5180, loss_cls: 3.3790, loss: 3.3790, grad_norm: 1.4068 2020-07-29 06:54:29,442 - mmaction - INFO - Epoch [92][300/940] lr: 1.965e-01, eta: 1 day, 13:43:33, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2770, top5_acc: 0.5320, loss_cls: 3.3262, loss: 3.3262, grad_norm: 1.4061 2020-07-29 06:54:57,094 - mmaction - INFO - Epoch [92][320/940] lr: 1.965e-01, eta: 1 day, 13:42:24, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2826, top5_acc: 0.5303, loss_cls: 3.3350, loss: 3.3350, grad_norm: 1.4340 2020-07-29 06:55:25,166 - mmaction - INFO - Epoch [92][340/940] lr: 1.965e-01, eta: 1 day, 13:41:20, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.2787, top5_acc: 0.5273, loss_cls: 3.3421, loss: 3.3421, grad_norm: 1.4174 2020-07-29 06:55:52,947 - mmaction - INFO - Epoch [92][360/940] lr: 1.965e-01, eta: 1 day, 13:40:13, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5375, loss_cls: 3.3336, loss: 3.3336, grad_norm: 1.4016 2020-07-29 06:56:21,330 - mmaction - INFO - Epoch [92][380/940] lr: 1.965e-01, eta: 1 day, 13:39:11, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.2875, top5_acc: 0.5322, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.3977 2020-07-29 06:56:48,993 - mmaction - INFO - Epoch [92][400/940] lr: 1.965e-01, eta: 1 day, 13:38:03, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.2889, top5_acc: 0.5352, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.4174 2020-07-29 06:57:16,549 - mmaction - INFO - Epoch [92][420/940] lr: 1.965e-01, eta: 1 day, 13:36:55, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5193, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.3815 2020-07-29 06:57:44,343 - mmaction - INFO - Epoch [92][440/940] lr: 1.965e-01, eta: 1 day, 13:35:49, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5354, loss_cls: 3.3484, loss: 3.3484, grad_norm: 1.3871 2020-07-29 06:58:12,031 - mmaction - INFO - Epoch [92][460/940] lr: 1.965e-01, eta: 1 day, 13:34:42, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2764, top5_acc: 0.5205, loss_cls: 3.3894, loss: 3.3894, grad_norm: 1.3848 2020-07-29 06:58:39,838 - mmaction - INFO - Epoch [92][480/940] lr: 1.965e-01, eta: 1 day, 13:33:36, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.2922, top5_acc: 0.5396, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.3881 2020-07-29 06:59:07,403 - mmaction - INFO - Epoch [92][500/940] lr: 1.965e-01, eta: 1 day, 13:32:29, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2814, top5_acc: 0.5314, loss_cls: 3.3379, loss: 3.3379, grad_norm: 1.4497 2020-07-29 06:59:35,419 - mmaction - INFO - Epoch [92][520/940] lr: 1.965e-01, eta: 1 day, 13:31:25, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5287, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.4371 2020-07-29 07:00:05,096 - mmaction - INFO - Epoch [92][540/940] lr: 1.965e-01, eta: 1 day, 13:30:31, time: 1.469, data_time: 0.005, memory: 5021, top1_acc: 0.2857, top5_acc: 0.5316, loss_cls: 3.3219, loss: 3.3219, grad_norm: 1.4124 2020-07-29 07:00:33,553 - mmaction - INFO - Epoch [92][560/940] lr: 1.965e-01, eta: 1 day, 13:29:32, time: 1.437, data_time: 0.024, memory: 5021, top1_acc: 0.2811, top5_acc: 0.5305, loss_cls: 3.3608, loss: 3.3608, grad_norm: 1.4168 2020-07-29 07:01:01,292 - mmaction - INFO - Epoch [92][580/940] lr: 1.965e-01, eta: 1 day, 13:28:26, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2885, top5_acc: 0.5324, loss_cls: 3.3385, loss: 3.3385, grad_norm: 1.4266 2020-07-29 07:01:28,872 - mmaction - INFO - Epoch [92][600/940] lr: 1.965e-01, eta: 1 day, 13:27:19, time: 1.382, data_time: 0.007, memory: 5021, top1_acc: 0.2844, top5_acc: 0.5275, loss_cls: 3.3412, loss: 3.3412, grad_norm: 1.4542 2020-07-29 07:01:57,034 - mmaction - INFO - Epoch [92][620/940] lr: 1.965e-01, eta: 1 day, 13:26:17, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.2768, top5_acc: 0.5207, loss_cls: 3.3506, loss: 3.3506, grad_norm: 1.4432 2020-07-29 07:02:24,489 - mmaction - INFO - Epoch [92][640/940] lr: 1.965e-01, eta: 1 day, 13:25:09, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.2754, top5_acc: 0.5234, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.4390 2020-07-29 07:02:52,376 - mmaction - INFO - Epoch [92][660/940] lr: 1.965e-01, eta: 1 day, 13:24:05, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2758, top5_acc: 0.5148, loss_cls: 3.4008, loss: 3.4008, grad_norm: 1.4113 2020-07-29 07:03:19,903 - mmaction - INFO - Epoch [92][680/940] lr: 1.965e-01, eta: 1 day, 13:22:58, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2818, top5_acc: 0.5299, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.4010 2020-07-29 07:03:47,793 - mmaction - INFO - Epoch [92][700/940] lr: 1.965e-01, eta: 1 day, 13:21:54, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2687, top5_acc: 0.5178, loss_cls: 3.4026, loss: 3.4026, grad_norm: 1.4077 2020-07-29 07:04:15,447 - mmaction - INFO - Epoch [92][720/940] lr: 1.965e-01, eta: 1 day, 13:20:49, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2789, top5_acc: 0.5207, loss_cls: 3.3895, loss: 3.3895, grad_norm: 1.4401 2020-07-29 07:04:43,496 - mmaction - INFO - Epoch [92][740/940] lr: 1.965e-01, eta: 1 day, 13:19:47, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2867, top5_acc: 0.5244, loss_cls: 3.3573, loss: 3.3573, grad_norm: 1.3903 2020-07-29 07:05:11,334 - mmaction - INFO - Epoch [92][760/940] lr: 1.965e-01, eta: 1 day, 13:18:43, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5406, loss_cls: 3.3058, loss: 3.3058, grad_norm: 1.4095 2020-07-29 07:05:39,025 - mmaction - INFO - Epoch [92][780/940] lr: 1.965e-01, eta: 1 day, 13:17:38, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.2791, top5_acc: 0.5146, loss_cls: 3.4006, loss: 3.4006, grad_norm: 1.4278 2020-07-29 07:06:06,951 - mmaction - INFO - Epoch [92][800/940] lr: 1.965e-01, eta: 1 day, 13:16:35, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2896, top5_acc: 0.5299, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.3862 2020-07-29 07:06:34,694 - mmaction - INFO - Epoch [92][820/940] lr: 1.965e-01, eta: 1 day, 13:15:31, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2771, top5_acc: 0.5211, loss_cls: 3.3688, loss: 3.3688, grad_norm: 1.4445 2020-07-29 07:07:02,330 - mmaction - INFO - Epoch [92][840/940] lr: 1.965e-01, eta: 1 day, 13:14:26, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2859, top5_acc: 0.5377, loss_cls: 3.3172, loss: 3.3172, grad_norm: 1.3884 2020-07-29 07:07:30,036 - mmaction - INFO - Epoch [92][860/940] lr: 1.965e-01, eta: 1 day, 13:13:22, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2846, top5_acc: 0.5414, loss_cls: 3.3172, loss: 3.3172, grad_norm: 1.4120 2020-07-29 07:07:57,977 - mmaction - INFO - Epoch [92][880/940] lr: 1.965e-01, eta: 1 day, 13:12:19, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2789, top5_acc: 0.5285, loss_cls: 3.3679, loss: 3.3679, grad_norm: 1.4248 2020-07-29 07:08:25,517 - mmaction - INFO - Epoch [92][900/940] lr: 1.965e-01, eta: 1 day, 13:11:14, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2799, top5_acc: 0.5299, loss_cls: 3.3431, loss: 3.3431, grad_norm: 1.4336 2020-07-29 07:08:52,943 - mmaction - INFO - Epoch [92][920/940] lr: 1.965e-01, eta: 1 day, 13:10:08, time: 1.373, data_time: 0.006, memory: 5021, top1_acc: 0.2746, top5_acc: 0.5279, loss_cls: 3.3508, loss: 3.3508, grad_norm: 1.4182 2020-07-29 07:09:19,462 - mmaction - INFO - Epoch [92][940/940] lr: 1.965e-01, eta: 1 day, 13:08:56, time: 1.324, data_time: 0.005, memory: 5021, top1_acc: 0.2796, top5_acc: 0.5211, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.4445 2020-07-29 07:09:19,834 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-29 07:17:37,202 - mmaction - INFO - Epoch [93][20/940] lr: 1.930e-01, eta: 1 day, 14:00:39, time: 24.814, data_time: 0.463, memory: 5021, top1_acc: 0.2826, top5_acc: 0.5131, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.4377 2020-07-29 07:18:04,327 - mmaction - INFO - Epoch [93][40/940] lr: 1.930e-01, eta: 1 day, 13:59:25, time: 1.358, data_time: 0.005, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5174, loss_cls: 3.3999, loss: 3.3999, grad_norm: 1.4021 2020-07-29 07:18:31,924 - mmaction - INFO - Epoch [93][60/940] lr: 1.930e-01, eta: 1 day, 13:58:15, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2943, top5_acc: 0.5338, loss_cls: 3.2994, loss: 3.2994, grad_norm: 1.4224 2020-07-29 07:18:59,131 - mmaction - INFO - Epoch [93][80/940] lr: 1.930e-01, eta: 1 day, 13:57:03, time: 1.362, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5361, loss_cls: 3.3129, loss: 3.3129, grad_norm: 1.4337 2020-07-29 07:19:26,657 - mmaction - INFO - Epoch [93][100/940] lr: 1.930e-01, eta: 1 day, 13:55:53, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2779, top5_acc: 0.5324, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.4093 2020-07-29 07:19:53,921 - mmaction - INFO - Epoch [93][120/940] lr: 1.930e-01, eta: 1 day, 13:54:41, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.2898, top5_acc: 0.5309, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.3865 2020-07-29 07:20:22,006 - mmaction - INFO - Epoch [93][140/940] lr: 1.930e-01, eta: 1 day, 13:53:34, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5223, loss_cls: 3.3470, loss: 3.3470, grad_norm: 1.4514 2020-07-29 07:20:49,713 - mmaction - INFO - Epoch [93][160/940] lr: 1.930e-01, eta: 1 day, 13:52:26, time: 1.387, data_time: 0.007, memory: 5021, top1_acc: 0.2727, top5_acc: 0.5232, loss_cls: 3.3548, loss: 3.3548, grad_norm: 1.4288 2020-07-29 07:21:17,261 - mmaction - INFO - Epoch [93][180/940] lr: 1.930e-01, eta: 1 day, 13:51:16, time: 1.377, data_time: 0.007, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5365, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.4437 2020-07-29 07:21:44,803 - mmaction - INFO - Epoch [93][200/940] lr: 1.930e-01, eta: 1 day, 13:50:07, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.2779, top5_acc: 0.5275, loss_cls: 3.3643, loss: 3.3643, grad_norm: 1.4185 2020-07-29 07:22:12,534 - mmaction - INFO - Epoch [93][220/940] lr: 1.930e-01, eta: 1 day, 13:48:59, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.2750, top5_acc: 0.5260, loss_cls: 3.3639, loss: 3.3639, grad_norm: 1.4244 2020-07-29 07:22:40,086 - mmaction - INFO - Epoch [93][240/940] lr: 1.930e-01, eta: 1 day, 13:47:50, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5295, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.4045 2020-07-29 07:23:07,791 - mmaction - INFO - Epoch [93][260/940] lr: 1.930e-01, eta: 1 day, 13:46:42, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2957, top5_acc: 0.5383, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.4359 2020-07-29 07:23:35,634 - mmaction - INFO - Epoch [93][280/940] lr: 1.930e-01, eta: 1 day, 13:45:35, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5293, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.4431 2020-07-29 07:24:03,841 - mmaction - INFO - Epoch [93][300/940] lr: 1.930e-01, eta: 1 day, 13:44:31, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.2959, top5_acc: 0.5398, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.4330 2020-07-29 07:24:31,242 - mmaction - INFO - Epoch [93][320/940] lr: 1.930e-01, eta: 1 day, 13:43:21, time: 1.370, data_time: 0.004, memory: 5021, top1_acc: 0.2904, top5_acc: 0.5342, loss_cls: 3.3187, loss: 3.3187, grad_norm: 1.4436 2020-07-29 07:24:59,010 - mmaction - INFO - Epoch [93][340/940] lr: 1.930e-01, eta: 1 day, 13:42:14, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2771, top5_acc: 0.5184, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.4130 2020-07-29 07:25:26,771 - mmaction - INFO - Epoch [93][360/940] lr: 1.930e-01, eta: 1 day, 13:41:07, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5227, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.4838 2020-07-29 07:25:54,354 - mmaction - INFO - Epoch [93][380/940] lr: 1.930e-01, eta: 1 day, 13:39:59, time: 1.379, data_time: 0.007, memory: 5021, top1_acc: 0.2791, top5_acc: 0.5258, loss_cls: 3.3684, loss: 3.3684, grad_norm: 1.4125 2020-07-29 07:26:21,787 - mmaction - INFO - Epoch [93][400/940] lr: 1.930e-01, eta: 1 day, 13:38:50, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5316, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.4313 2020-07-29 07:26:49,415 - mmaction - INFO - Epoch [93][420/940] lr: 1.930e-01, eta: 1 day, 13:37:43, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.2762, top5_acc: 0.5123, loss_cls: 3.3804, loss: 3.3804, grad_norm: 1.4139 2020-07-29 07:27:17,034 - mmaction - INFO - Epoch [93][440/940] lr: 1.930e-01, eta: 1 day, 13:36:36, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2842, top5_acc: 0.5289, loss_cls: 3.3804, loss: 3.3804, grad_norm: 1.4240 2020-07-29 07:27:44,536 - mmaction - INFO - Epoch [93][460/940] lr: 1.930e-01, eta: 1 day, 13:35:27, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5238, loss_cls: 3.3931, loss: 3.3931, grad_norm: 1.4270 2020-07-29 07:28:11,827 - mmaction - INFO - Epoch [93][480/940] lr: 1.930e-01, eta: 1 day, 13:34:18, time: 1.367, data_time: 0.006, memory: 5021, top1_acc: 0.2844, top5_acc: 0.5232, loss_cls: 3.3327, loss: 3.3327, grad_norm: 1.4215 2020-07-29 07:28:39,579 - mmaction - INFO - Epoch [93][500/940] lr: 1.930e-01, eta: 1 day, 13:33:12, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5309, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.4171 2020-07-29 07:29:06,996 - mmaction - INFO - Epoch [93][520/940] lr: 1.930e-01, eta: 1 day, 13:32:04, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5266, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.4192 2020-07-29 07:29:34,764 - mmaction - INFO - Epoch [93][540/940] lr: 1.930e-01, eta: 1 day, 13:30:58, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2830, top5_acc: 0.5240, loss_cls: 3.3715, loss: 3.3715, grad_norm: 1.4454 2020-07-29 07:30:02,175 - mmaction - INFO - Epoch [93][560/940] lr: 1.930e-01, eta: 1 day, 13:29:50, time: 1.370, data_time: 0.006, memory: 5021, top1_acc: 0.2816, top5_acc: 0.5281, loss_cls: 3.3462, loss: 3.3462, grad_norm: 1.4347 2020-07-29 07:30:30,353 - mmaction - INFO - Epoch [93][580/940] lr: 1.930e-01, eta: 1 day, 13:28:47, time: 1.409, data_time: 0.004, memory: 5021, top1_acc: 0.2898, top5_acc: 0.5334, loss_cls: 3.3397, loss: 3.3397, grad_norm: 1.4377 2020-07-29 07:30:57,703 - mmaction - INFO - Epoch [93][600/940] lr: 1.930e-01, eta: 1 day, 13:27:39, time: 1.365, data_time: 0.005, memory: 5021, top1_acc: 0.2764, top5_acc: 0.5184, loss_cls: 3.3641, loss: 3.3641, grad_norm: 1.4192 2020-07-29 07:31:25,297 - mmaction - INFO - Epoch [93][620/940] lr: 1.930e-01, eta: 1 day, 13:26:33, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2730, top5_acc: 0.5094, loss_cls: 3.4131, loss: 3.4131, grad_norm: 1.4120 2020-07-29 07:31:52,655 - mmaction - INFO - Epoch [93][640/940] lr: 1.930e-01, eta: 1 day, 13:25:25, time: 1.368, data_time: 0.002, memory: 5021, top1_acc: 0.2959, top5_acc: 0.5383, loss_cls: 3.2692, loss: 3.2692, grad_norm: 1.4103 2020-07-29 07:32:20,364 - mmaction - INFO - Epoch [93][660/940] lr: 1.930e-01, eta: 1 day, 13:24:19, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.2893, top5_acc: 0.5232, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.4240 2020-07-29 07:32:48,090 - mmaction - INFO - Epoch [93][680/940] lr: 1.930e-01, eta: 1 day, 13:23:14, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2906, top5_acc: 0.5391, loss_cls: 3.2859, loss: 3.2859, grad_norm: 1.4458 2020-07-29 07:33:15,677 - mmaction - INFO - Epoch [93][700/940] lr: 1.930e-01, eta: 1 day, 13:22:08, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2879, top5_acc: 0.5305, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.4108 2020-07-29 07:33:43,541 - mmaction - INFO - Epoch [93][720/940] lr: 1.930e-01, eta: 1 day, 13:21:04, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5184, loss_cls: 3.3547, loss: 3.3547, grad_norm: 1.4277 2020-07-29 07:34:11,103 - mmaction - INFO - Epoch [93][740/940] lr: 1.930e-01, eta: 1 day, 13:19:58, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2775, top5_acc: 0.5172, loss_cls: 3.4015, loss: 3.4015, grad_norm: 1.4128 2020-07-29 07:34:38,627 - mmaction - INFO - Epoch [93][760/940] lr: 1.930e-01, eta: 1 day, 13:18:52, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2693, top5_acc: 0.5240, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.4114 2020-07-29 07:35:06,095 - mmaction - INFO - Epoch [93][780/940] lr: 1.930e-01, eta: 1 day, 13:17:46, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.2883, top5_acc: 0.5256, loss_cls: 3.3674, loss: 3.3674, grad_norm: 1.3994 2020-07-29 07:35:33,502 - mmaction - INFO - Epoch [93][800/940] lr: 1.930e-01, eta: 1 day, 13:16:40, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5455, loss_cls: 3.2880, loss: 3.2880, grad_norm: 1.4233 2020-07-29 07:36:01,059 - mmaction - INFO - Epoch [93][820/940] lr: 1.930e-01, eta: 1 day, 13:15:34, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2822, top5_acc: 0.5244, loss_cls: 3.3766, loss: 3.3766, grad_norm: 1.4670 2020-07-29 07:36:28,428 - mmaction - INFO - Epoch [93][840/940] lr: 1.930e-01, eta: 1 day, 13:14:28, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.2818, top5_acc: 0.5219, loss_cls: 3.3573, loss: 3.3573, grad_norm: 1.4307 2020-07-29 07:36:56,177 - mmaction - INFO - Epoch [93][860/940] lr: 1.930e-01, eta: 1 day, 13:13:23, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2816, top5_acc: 0.5283, loss_cls: 3.3445, loss: 3.3445, grad_norm: 1.4224 2020-07-29 07:37:23,628 - mmaction - INFO - Epoch [93][880/940] lr: 1.930e-01, eta: 1 day, 13:12:18, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2953, top5_acc: 0.5318, loss_cls: 3.3126, loss: 3.3126, grad_norm: 1.4463 2020-07-29 07:37:51,164 - mmaction - INFO - Epoch [93][900/940] lr: 1.930e-01, eta: 1 day, 13:11:13, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.2848, top5_acc: 0.5252, loss_cls: 3.3368, loss: 3.3368, grad_norm: 1.4314 2020-07-29 07:38:19,051 - mmaction - INFO - Epoch [93][920/940] lr: 1.930e-01, eta: 1 day, 13:10:10, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2809, top5_acc: 0.5281, loss_cls: 3.3470, loss: 3.3470, grad_norm: 1.4616 2020-07-29 07:38:45,471 - mmaction - INFO - Epoch [93][940/940] lr: 1.930e-01, eta: 1 day, 13:08:58, time: 1.323, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5331, loss_cls: 3.3240, loss: 3.3240, grad_norm: 1.4472 2020-07-29 07:38:45,733 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-07-29 07:42:41,346 - mmaction - INFO - Epoch [94][20/940] lr: 1.895e-01, eta: 1 day, 13:29:18, time: 11.734, data_time: 0.355, memory: 5021, top1_acc: 0.2938, top5_acc: 0.5350, loss_cls: 3.2998, loss: 3.2998, grad_norm: 1.4421 2020-07-29 07:43:08,894 - mmaction - INFO - Epoch [94][40/940] lr: 1.895e-01, eta: 1 day, 13:28:11, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2871, top5_acc: 0.5301, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.4455 2020-07-29 07:43:36,809 - mmaction - INFO - Epoch [94][60/940] lr: 1.895e-01, eta: 1 day, 13:27:07, time: 1.396, data_time: 0.007, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5432, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.4469 2020-07-29 07:44:04,592 - mmaction - INFO - Epoch [94][80/940] lr: 1.895e-01, eta: 1 day, 13:26:02, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5311, loss_cls: 3.3245, loss: 3.3245, grad_norm: 1.4515 2020-07-29 07:44:32,254 - mmaction - INFO - Epoch [94][100/940] lr: 1.895e-01, eta: 1 day, 13:24:56, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.2953, top5_acc: 0.5377, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.4357 2020-07-29 07:44:59,992 - mmaction - INFO - Epoch [94][120/940] lr: 1.895e-01, eta: 1 day, 13:23:51, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.2922, top5_acc: 0.5291, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.4240 2020-07-29 07:45:27,849 - mmaction - INFO - Epoch [94][140/940] lr: 1.895e-01, eta: 1 day, 13:22:46, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2959, top5_acc: 0.5328, loss_cls: 3.3146, loss: 3.3146, grad_norm: 1.4386 2020-07-29 07:45:55,666 - mmaction - INFO - Epoch [94][160/940] lr: 1.895e-01, eta: 1 day, 13:21:42, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5287, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.4104 2020-07-29 07:46:23,278 - mmaction - INFO - Epoch [94][180/940] lr: 1.895e-01, eta: 1 day, 13:20:36, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3007, loss: 3.3007, grad_norm: 1.4175 2020-07-29 07:46:50,906 - mmaction - INFO - Epoch [94][200/940] lr: 1.895e-01, eta: 1 day, 13:19:31, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5346, loss_cls: 3.3034, loss: 3.3034, grad_norm: 1.4105 2020-07-29 07:47:18,569 - mmaction - INFO - Epoch [94][220/940] lr: 1.895e-01, eta: 1 day, 13:18:26, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5525, loss_cls: 3.2854, loss: 3.2854, grad_norm: 1.4528 2020-07-29 07:47:46,121 - mmaction - INFO - Epoch [94][240/940] lr: 1.895e-01, eta: 1 day, 13:17:20, time: 1.378, data_time: 0.003, memory: 5021, top1_acc: 0.2793, top5_acc: 0.5230, loss_cls: 3.3559, loss: 3.3559, grad_norm: 1.4425 2020-07-29 07:48:13,808 - mmaction - INFO - Epoch [94][260/940] lr: 1.895e-01, eta: 1 day, 13:16:15, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2955, top5_acc: 0.5381, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.4513 2020-07-29 07:48:41,288 - mmaction - INFO - Epoch [94][280/940] lr: 1.895e-01, eta: 1 day, 13:15:09, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.2850, top5_acc: 0.5207, loss_cls: 3.3764, loss: 3.3764, grad_norm: 1.4288 2020-07-29 07:49:08,953 - mmaction - INFO - Epoch [94][300/940] lr: 1.895e-01, eta: 1 day, 13:14:05, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.2811, top5_acc: 0.5295, loss_cls: 3.3534, loss: 3.3534, grad_norm: 1.4501 2020-07-29 07:49:36,543 - mmaction - INFO - Epoch [94][320/940] lr: 1.895e-01, eta: 1 day, 13:13:00, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2771, top5_acc: 0.5193, loss_cls: 3.3854, loss: 3.3854, grad_norm: 1.4241 2020-07-29 07:50:04,325 - mmaction - INFO - Epoch [94][340/940] lr: 1.895e-01, eta: 1 day, 13:11:56, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2887, top5_acc: 0.5250, loss_cls: 3.3074, loss: 3.3074, grad_norm: 1.4478 2020-07-29 07:50:32,155 - mmaction - INFO - Epoch [94][360/940] lr: 1.895e-01, eta: 1 day, 13:10:53, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.2840, top5_acc: 0.5391, loss_cls: 3.2942, loss: 3.2942, grad_norm: 1.4354 2020-07-29 07:50:59,829 - mmaction - INFO - Epoch [94][380/940] lr: 1.895e-01, eta: 1 day, 13:09:48, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2881, top5_acc: 0.5283, loss_cls: 3.3258, loss: 3.3258, grad_norm: 1.4463 2020-07-29 07:51:27,649 - mmaction - INFO - Epoch [94][400/940] lr: 1.895e-01, eta: 1 day, 13:08:45, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.2906, top5_acc: 0.5334, loss_cls: 3.3175, loss: 3.3175, grad_norm: 1.4340 2020-07-29 07:51:55,453 - mmaction - INFO - Epoch [94][420/940] lr: 1.895e-01, eta: 1 day, 13:07:42, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2732, top5_acc: 0.5309, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.4442 2020-07-29 07:52:22,985 - mmaction - INFO - Epoch [94][440/940] lr: 1.895e-01, eta: 1 day, 13:06:37, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.2949, top5_acc: 0.5418, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.4407 2020-07-29 07:52:50,821 - mmaction - INFO - Epoch [94][460/940] lr: 1.895e-01, eta: 1 day, 13:05:35, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.2938, top5_acc: 0.5346, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.4484 2020-07-29 07:53:18,665 - mmaction - INFO - Epoch [94][480/940] lr: 1.895e-01, eta: 1 day, 13:04:32, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2770, top5_acc: 0.5207, loss_cls: 3.3764, loss: 3.3764, grad_norm: 1.4364 2020-07-29 07:53:46,395 - mmaction - INFO - Epoch [94][500/940] lr: 1.895e-01, eta: 1 day, 13:03:29, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5275, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.4454 2020-07-29 07:54:14,236 - mmaction - INFO - Epoch [94][520/940] lr: 1.895e-01, eta: 1 day, 13:02:26, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2777, top5_acc: 0.5250, loss_cls: 3.3386, loss: 3.3386, grad_norm: 1.4532 2020-07-29 07:54:41,968 - mmaction - INFO - Epoch [94][540/940] lr: 1.895e-01, eta: 1 day, 13:01:23, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2879, top5_acc: 0.5305, loss_cls: 3.3806, loss: 3.3806, grad_norm: 1.4621 2020-07-29 07:55:09,861 - mmaction - INFO - Epoch [94][560/940] lr: 1.895e-01, eta: 1 day, 13:00:21, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5420, loss_cls: 3.2558, loss: 3.2558, grad_norm: 1.4170 2020-07-29 07:55:37,457 - mmaction - INFO - Epoch [94][580/940] lr: 1.895e-01, eta: 1 day, 12:59:18, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2918, top5_acc: 0.5328, loss_cls: 3.3035, loss: 3.3035, grad_norm: 1.4360 2020-07-29 07:56:05,231 - mmaction - INFO - Epoch [94][600/940] lr: 1.895e-01, eta: 1 day, 12:58:15, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2930, top5_acc: 0.5410, loss_cls: 3.2929, loss: 3.2929, grad_norm: 1.4621 2020-07-29 07:56:32,805 - mmaction - INFO - Epoch [94][620/940] lr: 1.895e-01, eta: 1 day, 12:57:12, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.2859, top5_acc: 0.5264, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.4377 2020-07-29 07:57:01,014 - mmaction - INFO - Epoch [94][640/940] lr: 1.895e-01, eta: 1 day, 12:56:12, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.2896, top5_acc: 0.5338, loss_cls: 3.3160, loss: 3.3160, grad_norm: 1.4428 2020-07-29 07:57:28,656 - mmaction - INFO - Epoch [94][660/940] lr: 1.895e-01, eta: 1 day, 12:55:09, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2812, top5_acc: 0.5199, loss_cls: 3.3590, loss: 3.3590, grad_norm: 1.4416 2020-07-29 07:57:56,230 - mmaction - INFO - Epoch [94][680/940] lr: 1.895e-01, eta: 1 day, 12:54:06, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2824, top5_acc: 0.5326, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.4273 2020-07-29 07:58:24,043 - mmaction - INFO - Epoch [94][700/940] lr: 1.895e-01, eta: 1 day, 12:53:04, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.2865, top5_acc: 0.5273, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.4405 2020-07-29 07:58:51,671 - mmaction - INFO - Epoch [94][720/940] lr: 1.895e-01, eta: 1 day, 12:52:02, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5305, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.4169 2020-07-29 07:59:19,503 - mmaction - INFO - Epoch [94][740/940] lr: 1.895e-01, eta: 1 day, 12:51:00, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5246, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.4218 2020-07-29 07:59:46,982 - mmaction - INFO - Epoch [94][760/940] lr: 1.895e-01, eta: 1 day, 12:49:57, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2879, top5_acc: 0.5369, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.4672 2020-07-29 08:00:22,128 - mmaction - INFO - Epoch [94][780/940] lr: 1.895e-01, eta: 1 day, 12:49:37, time: 1.748, data_time: 0.006, memory: 5021, top1_acc: 0.2910, top5_acc: 0.5389, loss_cls: 3.2985, loss: 3.2985, grad_norm: 1.4369 2020-07-29 08:00:49,768 - mmaction - INFO - Epoch [94][800/940] lr: 1.895e-01, eta: 1 day, 12:48:36, time: 1.392, data_time: 0.020, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5322, loss_cls: 3.3056, loss: 3.3056, grad_norm: 1.4608 2020-07-29 08:01:17,243 - mmaction - INFO - Epoch [94][820/940] lr: 1.895e-01, eta: 1 day, 12:47:33, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.4433 2020-07-29 08:01:44,874 - mmaction - INFO - Epoch [94][840/940] lr: 1.895e-01, eta: 1 day, 12:46:31, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5305, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.4464 2020-07-29 08:02:12,511 - mmaction - INFO - Epoch [94][860/940] lr: 1.895e-01, eta: 1 day, 12:45:28, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2842, top5_acc: 0.5279, loss_cls: 3.3128, loss: 3.3128, grad_norm: 1.4523 2020-07-29 08:02:40,197 - mmaction - INFO - Epoch [94][880/940] lr: 1.895e-01, eta: 1 day, 12:44:27, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2824, top5_acc: 0.5270, loss_cls: 3.3391, loss: 3.3391, grad_norm: 1.4210 2020-07-29 08:03:07,963 - mmaction - INFO - Epoch [94][900/940] lr: 1.895e-01, eta: 1 day, 12:43:26, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.2850, top5_acc: 0.5305, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.4383 2020-07-29 08:03:35,881 - mmaction - INFO - Epoch [94][920/940] lr: 1.895e-01, eta: 1 day, 12:42:26, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5287, loss_cls: 3.3207, loss: 3.3207, grad_norm: 1.4508 2020-07-29 08:04:02,713 - mmaction - INFO - Epoch [94][940/940] lr: 1.895e-01, eta: 1 day, 12:41:20, time: 1.344, data_time: 0.005, memory: 5021, top1_acc: 0.2744, top5_acc: 0.5172, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.4771 2020-07-29 08:04:03,117 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-07-29 08:10:52,784 - mmaction - INFO - Epoch [95][20/940] lr: 1.860e-01, eta: 1 day, 13:16:39, time: 20.431, data_time: 0.497, memory: 5021, top1_acc: 0.2879, top5_acc: 0.5217, loss_cls: 3.3332, loss: 3.3332, grad_norm: 1.4686 2020-07-29 08:11:19,867 - mmaction - INFO - Epoch [95][40/940] lr: 1.860e-01, eta: 1 day, 13:15:31, time: 1.356, data_time: 0.005, memory: 5021, top1_acc: 0.2748, top5_acc: 0.5342, loss_cls: 3.3390, loss: 3.3390, grad_norm: 1.4690 2020-07-29 08:11:47,251 - mmaction - INFO - Epoch [95][60/940] lr: 1.860e-01, eta: 1 day, 13:14:24, time: 1.368, data_time: 0.006, memory: 5021, top1_acc: 0.2756, top5_acc: 0.5238, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.4565 2020-07-29 08:12:14,714 - mmaction - INFO - Epoch [95][80/940] lr: 1.860e-01, eta: 1 day, 13:13:18, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2803, top5_acc: 0.5334, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.4296 2020-07-29 08:12:42,388 - mmaction - INFO - Epoch [95][100/940] lr: 1.860e-01, eta: 1 day, 13:12:14, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2826, top5_acc: 0.5271, loss_cls: 3.3328, loss: 3.3328, grad_norm: 1.4417 2020-07-29 08:13:12,115 - mmaction - INFO - Epoch [95][120/940] lr: 1.860e-01, eta: 1 day, 13:11:21, time: 1.488, data_time: 0.005, memory: 5021, top1_acc: 0.2932, top5_acc: 0.5400, loss_cls: 3.2971, loss: 3.2971, grad_norm: 1.4810 2020-07-29 08:13:39,860 - mmaction - INFO - Epoch [95][140/940] lr: 1.860e-01, eta: 1 day, 13:10:17, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3012, top5_acc: 0.5398, loss_cls: 3.2891, loss: 3.2891, grad_norm: 1.4388 2020-07-29 08:14:07,936 - mmaction - INFO - Epoch [95][160/940] lr: 1.860e-01, eta: 1 day, 13:09:15, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.2838, top5_acc: 0.5316, loss_cls: 3.3416, loss: 3.3416, grad_norm: 1.4448 2020-07-29 08:14:35,601 - mmaction - INFO - Epoch [95][180/940] lr: 1.860e-01, eta: 1 day, 13:08:11, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2844, top5_acc: 0.5238, loss_cls: 3.3505, loss: 3.3505, grad_norm: 1.4316 2020-07-29 08:15:03,375 - mmaction - INFO - Epoch [95][200/940] lr: 1.860e-01, eta: 1 day, 13:07:08, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5367, loss_cls: 3.3066, loss: 3.3066, grad_norm: 1.4845 2020-07-29 08:15:31,471 - mmaction - INFO - Epoch [95][220/940] lr: 1.860e-01, eta: 1 day, 13:06:06, time: 1.404, data_time: 0.002, memory: 5021, top1_acc: 0.2793, top5_acc: 0.5301, loss_cls: 3.3530, loss: 3.3530, grad_norm: 1.4290 2020-07-29 08:15:59,482 - mmaction - INFO - Epoch [95][240/940] lr: 1.860e-01, eta: 1 day, 13:05:04, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.2957, top5_acc: 0.5371, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.3989 2020-07-29 08:16:27,001 - mmaction - INFO - Epoch [95][260/940] lr: 1.860e-01, eta: 1 day, 13:04:00, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2881, top5_acc: 0.5258, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.4294 2020-07-29 08:16:54,458 - mmaction - INFO - Epoch [95][280/940] lr: 1.860e-01, eta: 1 day, 13:02:55, time: 1.371, data_time: 0.006, memory: 5021, top1_acc: 0.2887, top5_acc: 0.5318, loss_cls: 3.3318, loss: 3.3318, grad_norm: 1.4135 2020-07-29 08:17:21,963 - mmaction - INFO - Epoch [95][300/940] lr: 1.860e-01, eta: 1 day, 13:01:50, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5299, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.4832 2020-07-29 08:17:49,561 - mmaction - INFO - Epoch [95][320/940] lr: 1.860e-01, eta: 1 day, 13:00:46, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2822, top5_acc: 0.5236, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.4295 2020-07-29 08:18:17,196 - mmaction - INFO - Epoch [95][340/940] lr: 1.860e-01, eta: 1 day, 12:59:43, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5432, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.4690 2020-07-29 08:18:44,739 - mmaction - INFO - Epoch [95][360/940] lr: 1.860e-01, eta: 1 day, 12:58:39, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.2816, top5_acc: 0.5314, loss_cls: 3.3165, loss: 3.3165, grad_norm: 1.4032 2020-07-29 08:19:12,173 - mmaction - INFO - Epoch [95][380/940] lr: 1.860e-01, eta: 1 day, 12:57:34, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2801, top5_acc: 0.5264, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.4675 2020-07-29 08:19:39,794 - mmaction - INFO - Epoch [95][400/940] lr: 1.860e-01, eta: 1 day, 12:56:31, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5139, loss_cls: 3.3536, loss: 3.3536, grad_norm: 1.4267 2020-07-29 08:20:07,504 - mmaction - INFO - Epoch [95][420/940] lr: 1.860e-01, eta: 1 day, 12:55:28, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2896, top5_acc: 0.5307, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.4552 2020-07-29 08:20:34,991 - mmaction - INFO - Epoch [95][440/940] lr: 1.860e-01, eta: 1 day, 12:54:25, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.2961, top5_acc: 0.5467, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.4685 2020-07-29 08:21:02,692 - mmaction - INFO - Epoch [95][460/940] lr: 1.860e-01, eta: 1 day, 12:53:22, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.4407 2020-07-29 08:21:30,263 - mmaction - INFO - Epoch [95][480/940] lr: 1.860e-01, eta: 1 day, 12:52:19, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5428, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.4407 2020-07-29 08:21:58,023 - mmaction - INFO - Epoch [95][500/940] lr: 1.860e-01, eta: 1 day, 12:51:16, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5437, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.4877 2020-07-29 08:22:25,852 - mmaction - INFO - Epoch [95][520/940] lr: 1.860e-01, eta: 1 day, 12:50:15, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3004, top5_acc: 0.5373, loss_cls: 3.3144, loss: 3.3144, grad_norm: 1.5059 2020-07-29 08:22:53,272 - mmaction - INFO - Epoch [95][540/940] lr: 1.860e-01, eta: 1 day, 12:49:11, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.2791, top5_acc: 0.5221, loss_cls: 3.3717, loss: 3.3717, grad_norm: 1.4834 2020-07-29 08:23:20,703 - mmaction - INFO - Epoch [95][560/940] lr: 1.860e-01, eta: 1 day, 12:48:08, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5283, loss_cls: 3.3486, loss: 3.3486, grad_norm: 1.4618 2020-07-29 08:23:48,221 - mmaction - INFO - Epoch [95][580/940] lr: 1.860e-01, eta: 1 day, 12:47:05, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.2873, top5_acc: 0.5346, loss_cls: 3.3109, loss: 3.3109, grad_norm: 1.4844 2020-07-29 08:24:15,915 - mmaction - INFO - Epoch [95][600/940] lr: 1.860e-01, eta: 1 day, 12:46:03, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2781, top5_acc: 0.5148, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.4535 2020-07-29 08:24:43,899 - mmaction - INFO - Epoch [95][620/940] lr: 1.860e-01, eta: 1 day, 12:45:02, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.2785, top5_acc: 0.5193, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.4516 2020-07-29 08:25:11,587 - mmaction - INFO - Epoch [95][640/940] lr: 1.860e-01, eta: 1 day, 12:44:01, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5250, loss_cls: 3.3983, loss: 3.3983, grad_norm: 1.4573 2020-07-29 08:25:39,119 - mmaction - INFO - Epoch [95][660/940] lr: 1.860e-01, eta: 1 day, 12:42:58, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.2855, top5_acc: 0.5400, loss_cls: 3.3085, loss: 3.3085, grad_norm: 1.4187 2020-07-29 08:26:06,567 - mmaction - INFO - Epoch [95][680/940] lr: 1.860e-01, eta: 1 day, 12:41:55, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5312, loss_cls: 3.3242, loss: 3.3242, grad_norm: 1.4565 2020-07-29 08:26:33,880 - mmaction - INFO - Epoch [95][700/940] lr: 1.860e-01, eta: 1 day, 12:40:52, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2844, top5_acc: 0.5383, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.4515 2020-07-29 08:27:01,558 - mmaction - INFO - Epoch [95][720/940] lr: 1.860e-01, eta: 1 day, 12:39:50, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2840, top5_acc: 0.5342, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.4942 2020-07-29 08:27:29,425 - mmaction - INFO - Epoch [95][740/940] lr: 1.860e-01, eta: 1 day, 12:38:50, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2748, top5_acc: 0.5271, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.4316 2020-07-29 08:27:57,065 - mmaction - INFO - Epoch [95][760/940] lr: 1.860e-01, eta: 1 day, 12:37:48, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.2818, top5_acc: 0.5258, loss_cls: 3.3515, loss: 3.3515, grad_norm: 1.4501 2020-07-29 08:28:24,490 - mmaction - INFO - Epoch [95][780/940] lr: 1.860e-01, eta: 1 day, 12:36:46, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.2793, top5_acc: 0.5195, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.4513 2020-07-29 08:28:51,864 - mmaction - INFO - Epoch [95][800/940] lr: 1.860e-01, eta: 1 day, 12:35:43, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2857, top5_acc: 0.5344, loss_cls: 3.3106, loss: 3.3106, grad_norm: 1.4380 2020-07-29 08:29:19,591 - mmaction - INFO - Epoch [95][820/940] lr: 1.860e-01, eta: 1 day, 12:34:42, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2920, top5_acc: 0.5404, loss_cls: 3.2872, loss: 3.2872, grad_norm: 1.4459 2020-07-29 08:29:47,000 - mmaction - INFO - Epoch [95][840/940] lr: 1.860e-01, eta: 1 day, 12:33:40, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.2914, top5_acc: 0.5307, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.4740 2020-07-29 08:30:14,627 - mmaction - INFO - Epoch [95][860/940] lr: 1.860e-01, eta: 1 day, 12:32:38, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2764, top5_acc: 0.5211, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.4522 2020-07-29 08:30:42,282 - mmaction - INFO - Epoch [95][880/940] lr: 1.860e-01, eta: 1 day, 12:31:38, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2850, top5_acc: 0.5334, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.4659 2020-07-29 08:31:09,655 - mmaction - INFO - Epoch [95][900/940] lr: 1.860e-01, eta: 1 day, 12:30:35, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.2941, top5_acc: 0.5457, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.4174 2020-07-29 08:31:37,307 - mmaction - INFO - Epoch [95][920/940] lr: 1.860e-01, eta: 1 day, 12:29:35, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2783, top5_acc: 0.5285, loss_cls: 3.3721, loss: 3.3721, grad_norm: 1.4428 2020-07-29 08:32:03,989 - mmaction - INFO - Epoch [95][940/940] lr: 1.860e-01, eta: 1 day, 12:28:29, time: 1.333, data_time: 0.002, memory: 5021, top1_acc: 0.2851, top5_acc: 0.5239, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.4443 2020-07-29 08:32:04,315 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-29 08:35:32,070 - mmaction - INFO - Epoch [96][20/940] lr: 1.826e-01, eta: 1 day, 12:43:19, time: 10.343, data_time: 0.365, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5293, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.4582 2020-07-29 08:35:59,644 - mmaction - INFO - Epoch [96][40/940] lr: 1.826e-01, eta: 1 day, 12:42:17, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2936, top5_acc: 0.5410, loss_cls: 3.2708, loss: 3.2708, grad_norm: 1.4584 2020-07-29 08:36:26,914 - mmaction - INFO - Epoch [96][60/940] lr: 1.826e-01, eta: 1 day, 12:41:13, time: 1.365, data_time: 0.005, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5311, loss_cls: 3.2968, loss: 3.2968, grad_norm: 1.4677 2020-07-29 08:36:54,509 - mmaction - INFO - Epoch [96][80/940] lr: 1.826e-01, eta: 1 day, 12:40:11, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2926, top5_acc: 0.5398, loss_cls: 3.2989, loss: 3.2989, grad_norm: 1.4743 2020-07-29 08:37:22,096 - mmaction - INFO - Epoch [96][100/940] lr: 1.826e-01, eta: 1 day, 12:39:09, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.2814, top5_acc: 0.5336, loss_cls: 3.3252, loss: 3.3252, grad_norm: 1.4737 2020-07-29 08:37:49,679 - mmaction - INFO - Epoch [96][120/940] lr: 1.826e-01, eta: 1 day, 12:38:07, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2924, top5_acc: 0.5352, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.4558 2020-07-29 08:38:17,265 - mmaction - INFO - Epoch [96][140/940] lr: 1.826e-01, eta: 1 day, 12:37:05, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5232, loss_cls: 3.3359, loss: 3.3359, grad_norm: 1.4609 2020-07-29 08:38:44,932 - mmaction - INFO - Epoch [96][160/940] lr: 1.826e-01, eta: 1 day, 12:36:04, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5328, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.4714 2020-07-29 08:39:12,593 - mmaction - INFO - Epoch [96][180/940] lr: 1.826e-01, eta: 1 day, 12:35:02, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2857, top5_acc: 0.5355, loss_cls: 3.3179, loss: 3.3179, grad_norm: 1.4507 2020-07-29 08:39:40,496 - mmaction - INFO - Epoch [96][200/940] lr: 1.826e-01, eta: 1 day, 12:34:02, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.2914, top5_acc: 0.5379, loss_cls: 3.3467, loss: 3.3467, grad_norm: 1.4717 2020-07-29 08:40:08,326 - mmaction - INFO - Epoch [96][220/940] lr: 1.826e-01, eta: 1 day, 12:33:02, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.2885, top5_acc: 0.5332, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.4231 2020-07-29 08:40:35,645 - mmaction - INFO - Epoch [96][240/940] lr: 1.826e-01, eta: 1 day, 12:32:00, time: 1.366, data_time: 0.002, memory: 5021, top1_acc: 0.2852, top5_acc: 0.5365, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.4783 2020-07-29 08:41:03,358 - mmaction - INFO - Epoch [96][260/940] lr: 1.826e-01, eta: 1 day, 12:30:59, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2854, top5_acc: 0.5344, loss_cls: 3.3089, loss: 3.3089, grad_norm: 1.4344 2020-07-29 08:41:31,189 - mmaction - INFO - Epoch [96][280/940] lr: 1.826e-01, eta: 1 day, 12:29:59, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2836, top5_acc: 0.5412, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.4556 2020-07-29 08:41:58,859 - mmaction - INFO - Epoch [96][300/940] lr: 1.826e-01, eta: 1 day, 12:28:58, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2795, top5_acc: 0.5295, loss_cls: 3.3632, loss: 3.3632, grad_norm: 1.4844 2020-07-29 08:42:26,886 - mmaction - INFO - Epoch [96][320/940] lr: 1.826e-01, eta: 1 day, 12:27:59, time: 1.400, data_time: 0.003, memory: 5021, top1_acc: 0.2801, top5_acc: 0.5238, loss_cls: 3.3675, loss: 3.3675, grad_norm: 1.4708 2020-07-29 08:42:54,519 - mmaction - INFO - Epoch [96][340/940] lr: 1.826e-01, eta: 1 day, 12:26:59, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2834, top5_acc: 0.5348, loss_cls: 3.3134, loss: 3.3134, grad_norm: 1.4776 2020-07-29 08:43:22,056 - mmaction - INFO - Epoch [96][360/940] lr: 1.826e-01, eta: 1 day, 12:25:57, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.2973, top5_acc: 0.5514, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.4528 2020-07-29 08:43:50,461 - mmaction - INFO - Epoch [96][380/940] lr: 1.826e-01, eta: 1 day, 12:25:01, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.2842, top5_acc: 0.5367, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.4372 2020-07-29 08:44:18,236 - mmaction - INFO - Epoch [96][400/940] lr: 1.826e-01, eta: 1 day, 12:24:01, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2902, top5_acc: 0.5350, loss_cls: 3.3075, loss: 3.3075, grad_norm: 1.4375 2020-07-29 08:44:45,887 - mmaction - INFO - Epoch [96][420/940] lr: 1.826e-01, eta: 1 day, 12:23:01, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2846, top5_acc: 0.5221, loss_cls: 3.3568, loss: 3.3568, grad_norm: 1.4598 2020-07-29 08:45:14,118 - mmaction - INFO - Epoch [96][440/940] lr: 1.826e-01, eta: 1 day, 12:22:04, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.2842, top5_acc: 0.5361, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.4769 2020-07-29 08:45:41,807 - mmaction - INFO - Epoch [96][460/940] lr: 1.826e-01, eta: 1 day, 12:21:04, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2865, top5_acc: 0.5428, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.4686 2020-07-29 08:46:09,631 - mmaction - INFO - Epoch [96][480/940] lr: 1.826e-01, eta: 1 day, 12:20:05, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2973, top5_acc: 0.5318, loss_cls: 3.3056, loss: 3.3056, grad_norm: 1.4305 2020-07-29 08:46:37,512 - mmaction - INFO - Epoch [96][500/940] lr: 1.826e-01, eta: 1 day, 12:19:06, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2854, top5_acc: 0.5428, loss_cls: 3.3027, loss: 3.3027, grad_norm: 1.4529 2020-07-29 08:47:05,200 - mmaction - INFO - Epoch [96][520/940] lr: 1.826e-01, eta: 1 day, 12:18:06, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2896, top5_acc: 0.5443, loss_cls: 3.2698, loss: 3.2698, grad_norm: 1.4753 2020-07-29 08:47:32,737 - mmaction - INFO - Epoch [96][540/940] lr: 1.826e-01, eta: 1 day, 12:17:06, time: 1.377, data_time: 0.004, memory: 5021, top1_acc: 0.2852, top5_acc: 0.5270, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.4704 2020-07-29 08:48:00,471 - mmaction - INFO - Epoch [96][560/940] lr: 1.826e-01, eta: 1 day, 12:16:06, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2873, top5_acc: 0.5350, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.4597 2020-07-29 08:48:28,027 - mmaction - INFO - Epoch [96][580/940] lr: 1.826e-01, eta: 1 day, 12:15:06, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2850, top5_acc: 0.5457, loss_cls: 3.2874, loss: 3.2874, grad_norm: 1.4282 2020-07-29 08:48:55,860 - mmaction - INFO - Epoch [96][600/940] lr: 1.826e-01, eta: 1 day, 12:14:08, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2879, top5_acc: 0.5381, loss_cls: 3.3142, loss: 3.3142, grad_norm: 1.4830 2020-07-29 08:49:23,866 - mmaction - INFO - Epoch [96][620/940] lr: 1.826e-01, eta: 1 day, 12:13:10, time: 1.401, data_time: 0.004, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5330, loss_cls: 3.3225, loss: 3.3225, grad_norm: 1.4485 2020-07-29 08:49:51,449 - mmaction - INFO - Epoch [96][640/940] lr: 1.826e-01, eta: 1 day, 12:12:10, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.2951, top5_acc: 0.5391, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.4563 2020-07-29 08:50:19,299 - mmaction - INFO - Epoch [96][660/940] lr: 1.826e-01, eta: 1 day, 12:11:12, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5379, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.4721 2020-07-29 08:50:47,115 - mmaction - INFO - Epoch [96][680/940] lr: 1.826e-01, eta: 1 day, 12:10:14, time: 1.394, data_time: 0.007, memory: 5021, top1_acc: 0.2875, top5_acc: 0.5352, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.4600 2020-07-29 08:51:14,524 - mmaction - INFO - Epoch [96][700/940] lr: 1.826e-01, eta: 1 day, 12:09:13, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.2914, top5_acc: 0.5377, loss_cls: 3.2917, loss: 3.2917, grad_norm: 1.4534 2020-07-29 08:51:42,198 - mmaction - INFO - Epoch [96][720/940] lr: 1.826e-01, eta: 1 day, 12:08:14, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2984, top5_acc: 0.5418, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.4680 2020-07-29 08:52:09,546 - mmaction - INFO - Epoch [96][740/940] lr: 1.826e-01, eta: 1 day, 12:07:14, time: 1.366, data_time: 0.005, memory: 5021, top1_acc: 0.2895, top5_acc: 0.5262, loss_cls: 3.3325, loss: 3.3325, grad_norm: 1.4561 2020-07-29 08:52:37,141 - mmaction - INFO - Epoch [96][760/940] lr: 1.826e-01, eta: 1 day, 12:06:15, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2951, top5_acc: 0.5332, loss_cls: 3.3128, loss: 3.3128, grad_norm: 1.4851 2020-07-29 08:53:04,898 - mmaction - INFO - Epoch [96][780/940] lr: 1.826e-01, eta: 1 day, 12:05:16, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2865, top5_acc: 0.5287, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.4494 2020-07-29 08:53:32,571 - mmaction - INFO - Epoch [96][800/940] lr: 1.826e-01, eta: 1 day, 12:04:18, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.2846, top5_acc: 0.5191, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.4349 2020-07-29 08:54:00,335 - mmaction - INFO - Epoch [96][820/940] lr: 1.826e-01, eta: 1 day, 12:03:19, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2873, top5_acc: 0.5371, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.4550 2020-07-29 08:54:28,845 - mmaction - INFO - Epoch [96][840/940] lr: 1.826e-01, eta: 1 day, 12:02:25, time: 1.428, data_time: 0.006, memory: 5021, top1_acc: 0.2797, top5_acc: 0.5352, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.4740 2020-07-29 08:54:56,469 - mmaction - INFO - Epoch [96][860/940] lr: 1.826e-01, eta: 1 day, 12:01:26, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2961, top5_acc: 0.5371, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.4628 2020-07-29 08:55:24,047 - mmaction - INFO - Epoch [96][880/940] lr: 1.826e-01, eta: 1 day, 12:00:28, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2842, top5_acc: 0.5326, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.4589 2020-07-29 08:55:51,549 - mmaction - INFO - Epoch [96][900/940] lr: 1.826e-01, eta: 1 day, 11:59:29, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5336, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.4632 2020-07-29 08:56:19,220 - mmaction - INFO - Epoch [96][920/940] lr: 1.826e-01, eta: 1 day, 11:58:30, time: 1.384, data_time: 0.004, memory: 5021, top1_acc: 0.2896, top5_acc: 0.5350, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.4876 2020-07-29 08:56:45,979 - mmaction - INFO - Epoch [96][940/940] lr: 1.826e-01, eta: 1 day, 11:57:28, time: 1.336, data_time: 0.005, memory: 5021, top1_acc: 0.2857, top5_acc: 0.5229, loss_cls: 3.3656, loss: 3.3656, grad_norm: 1.4636 2020-07-29 08:56:46,322 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-29 09:00:14,805 - mmaction - INFO - Epoch [97][20/940] lr: 1.791e-01, eta: 1 day, 12:11:16, time: 10.371, data_time: 0.363, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5342, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.4507 2020-07-29 09:00:42,183 - mmaction - INFO - Epoch [97][40/940] lr: 1.791e-01, eta: 1 day, 12:10:16, time: 1.377, data_time: 0.020, memory: 5021, top1_acc: 0.3006, top5_acc: 0.5449, loss_cls: 3.2699, loss: 3.2699, grad_norm: 1.4634 2020-07-29 09:01:09,619 - mmaction - INFO - Epoch [97][60/940] lr: 1.791e-01, eta: 1 day, 12:09:16, time: 1.371, data_time: 0.007, memory: 5021, top1_acc: 0.2832, top5_acc: 0.5355, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.4600 2020-07-29 09:01:36,941 - mmaction - INFO - Epoch [97][80/940] lr: 1.791e-01, eta: 1 day, 12:08:15, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5338, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.4393 2020-07-29 09:02:04,466 - mmaction - INFO - Epoch [97][100/940] lr: 1.791e-01, eta: 1 day, 12:07:15, time: 1.374, data_time: 0.004, memory: 5021, top1_acc: 0.2930, top5_acc: 0.5275, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.4567 2020-07-29 09:02:31,902 - mmaction - INFO - Epoch [97][120/940] lr: 1.791e-01, eta: 1 day, 12:06:16, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.2934, top5_acc: 0.5391, loss_cls: 3.2791, loss: 3.2791, grad_norm: 1.4369 2020-07-29 09:02:59,633 - mmaction - INFO - Epoch [97][140/940] lr: 1.791e-01, eta: 1 day, 12:05:17, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5408, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.4676 2020-07-29 09:03:27,302 - mmaction - INFO - Epoch [97][160/940] lr: 1.791e-01, eta: 1 day, 12:04:18, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3008, top5_acc: 0.5404, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.4725 2020-07-29 09:03:55,106 - mmaction - INFO - Epoch [97][180/940] lr: 1.791e-01, eta: 1 day, 12:03:20, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2910, top5_acc: 0.5260, loss_cls: 3.3240, loss: 3.3240, grad_norm: 1.4551 2020-07-29 09:04:23,085 - mmaction - INFO - Epoch [97][200/940] lr: 1.791e-01, eta: 1 day, 12:02:23, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.2971, top5_acc: 0.5437, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.4476 2020-07-29 09:04:50,875 - mmaction - INFO - Epoch [97][220/940] lr: 1.791e-01, eta: 1 day, 12:01:25, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2982, top5_acc: 0.5375, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.4374 2020-07-29 09:05:19,235 - mmaction - INFO - Epoch [97][240/940] lr: 1.791e-01, eta: 1 day, 12:00:30, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5463, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.4724 2020-07-29 09:05:46,953 - mmaction - INFO - Epoch [97][260/940] lr: 1.791e-01, eta: 1 day, 11:59:31, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5379, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.4702 2020-07-29 09:06:14,784 - mmaction - INFO - Epoch [97][280/940] lr: 1.791e-01, eta: 1 day, 11:58:34, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2926, top5_acc: 0.5348, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.5110 2020-07-29 09:06:42,573 - mmaction - INFO - Epoch [97][300/940] lr: 1.791e-01, eta: 1 day, 11:57:36, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.2812, top5_acc: 0.5287, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.4576 2020-07-29 09:07:10,324 - mmaction - INFO - Epoch [97][320/940] lr: 1.791e-01, eta: 1 day, 11:56:38, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5430, loss_cls: 3.2845, loss: 3.2845, grad_norm: 1.4406 2020-07-29 09:07:37,941 - mmaction - INFO - Epoch [97][340/940] lr: 1.791e-01, eta: 1 day, 11:55:40, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2920, top5_acc: 0.5316, loss_cls: 3.3084, loss: 3.3084, grad_norm: 1.4449 2020-07-29 09:08:05,713 - mmaction - INFO - Epoch [97][360/940] lr: 1.791e-01, eta: 1 day, 11:54:42, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2904, top5_acc: 0.5418, loss_cls: 3.2971, loss: 3.2971, grad_norm: 1.4615 2020-07-29 09:08:33,161 - mmaction - INFO - Epoch [97][380/940] lr: 1.791e-01, eta: 1 day, 11:53:43, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5266, loss_cls: 3.3386, loss: 3.3386, grad_norm: 1.4791 2020-07-29 09:09:00,639 - mmaction - INFO - Epoch [97][400/940] lr: 1.791e-01, eta: 1 day, 11:52:44, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5426, loss_cls: 3.2891, loss: 3.2891, grad_norm: 1.4773 2020-07-29 09:09:28,283 - mmaction - INFO - Epoch [97][420/940] lr: 1.791e-01, eta: 1 day, 11:51:46, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2832, top5_acc: 0.5273, loss_cls: 3.3331, loss: 3.3331, grad_norm: 1.4947 2020-07-29 09:09:55,931 - mmaction - INFO - Epoch [97][440/940] lr: 1.791e-01, eta: 1 day, 11:50:48, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5398, loss_cls: 3.2667, loss: 3.2667, grad_norm: 1.4589 2020-07-29 09:10:23,691 - mmaction - INFO - Epoch [97][460/940] lr: 1.791e-01, eta: 1 day, 11:49:51, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2973, top5_acc: 0.5332, loss_cls: 3.2862, loss: 3.2862, grad_norm: 1.4780 2020-07-29 09:10:51,564 - mmaction - INFO - Epoch [97][480/940] lr: 1.791e-01, eta: 1 day, 11:48:54, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5391, loss_cls: 3.2741, loss: 3.2741, grad_norm: 1.4841 2020-07-29 09:11:19,083 - mmaction - INFO - Epoch [97][500/940] lr: 1.791e-01, eta: 1 day, 11:47:56, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2814, top5_acc: 0.5324, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.5046 2020-07-29 09:11:47,493 - mmaction - INFO - Epoch [97][520/940] lr: 1.791e-01, eta: 1 day, 11:47:02, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.2957, top5_acc: 0.5348, loss_cls: 3.3017, loss: 3.3017, grad_norm: 1.4461 2020-07-29 09:12:14,997 - mmaction - INFO - Epoch [97][540/940] lr: 1.791e-01, eta: 1 day, 11:46:04, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5361, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.4493 2020-07-29 09:12:42,966 - mmaction - INFO - Epoch [97][560/940] lr: 1.791e-01, eta: 1 day, 11:45:08, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.2883, top5_acc: 0.5357, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.4590 2020-07-29 09:13:10,666 - mmaction - INFO - Epoch [97][580/940] lr: 1.791e-01, eta: 1 day, 11:44:11, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.2982, top5_acc: 0.5398, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.4765 2020-07-29 09:13:38,339 - mmaction - INFO - Epoch [97][600/940] lr: 1.791e-01, eta: 1 day, 11:43:14, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2934, top5_acc: 0.5355, loss_cls: 3.3007, loss: 3.3007, grad_norm: 1.4797 2020-07-29 09:14:06,101 - mmaction - INFO - Epoch [97][620/940] lr: 1.791e-01, eta: 1 day, 11:42:17, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2877, top5_acc: 0.5334, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.4498 2020-07-29 09:14:33,835 - mmaction - INFO - Epoch [97][640/940] lr: 1.791e-01, eta: 1 day, 11:41:20, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.2859, top5_acc: 0.5314, loss_cls: 3.3293, loss: 3.3293, grad_norm: 1.4737 2020-07-29 09:15:01,771 - mmaction - INFO - Epoch [97][660/940] lr: 1.791e-01, eta: 1 day, 11:40:24, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2926, top5_acc: 0.5441, loss_cls: 3.2734, loss: 3.2734, grad_norm: 1.4668 2020-07-29 09:15:29,337 - mmaction - INFO - Epoch [97][680/940] lr: 1.791e-01, eta: 1 day, 11:39:27, time: 1.382, data_time: 0.007, memory: 5021, top1_acc: 0.2859, top5_acc: 0.5348, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.4907 2020-07-29 09:15:57,188 - mmaction - INFO - Epoch [97][700/940] lr: 1.791e-01, eta: 1 day, 11:38:31, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3025, top5_acc: 0.5369, loss_cls: 3.2757, loss: 3.2757, grad_norm: 1.4796 2020-07-29 09:16:25,041 - mmaction - INFO - Epoch [97][720/940] lr: 1.791e-01, eta: 1 day, 11:37:35, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5484, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.4537 2020-07-29 09:16:52,654 - mmaction - INFO - Epoch [97][740/940] lr: 1.791e-01, eta: 1 day, 11:36:38, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2840, top5_acc: 0.5305, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.5218 2020-07-29 09:17:20,399 - mmaction - INFO - Epoch [97][760/940] lr: 1.791e-01, eta: 1 day, 11:35:42, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5404, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.5349 2020-07-29 09:17:48,362 - mmaction - INFO - Epoch [97][780/940] lr: 1.791e-01, eta: 1 day, 11:34:47, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.2873, top5_acc: 0.5389, loss_cls: 3.3163, loss: 3.3163, grad_norm: 1.5261 2020-07-29 09:18:16,107 - mmaction - INFO - Epoch [97][800/940] lr: 1.791e-01, eta: 1 day, 11:33:51, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2991, loss: 3.2991, grad_norm: 1.5194 2020-07-29 09:18:43,842 - mmaction - INFO - Epoch [97][820/940] lr: 1.791e-01, eta: 1 day, 11:32:55, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5414, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.4838 2020-07-29 09:19:11,355 - mmaction - INFO - Epoch [97][840/940] lr: 1.791e-01, eta: 1 day, 11:31:58, time: 1.376, data_time: 0.004, memory: 5021, top1_acc: 0.2918, top5_acc: 0.5379, loss_cls: 3.3142, loss: 3.3142, grad_norm: 1.5013 2020-07-29 09:19:39,717 - mmaction - INFO - Epoch [97][860/940] lr: 1.791e-01, eta: 1 day, 11:31:04, time: 1.416, data_time: 0.004, memory: 5021, top1_acc: 0.2936, top5_acc: 0.5377, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.4811 2020-07-29 09:20:07,969 - mmaction - INFO - Epoch [97][880/940] lr: 1.791e-01, eta: 1 day, 11:30:11, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.2961, top5_acc: 0.5420, loss_cls: 3.2786, loss: 3.2786, grad_norm: 1.4687 2020-07-29 09:20:35,250 - mmaction - INFO - Epoch [97][900/940] lr: 1.791e-01, eta: 1 day, 11:29:13, time: 1.364, data_time: 0.002, memory: 5021, top1_acc: 0.2836, top5_acc: 0.5352, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.4854 2020-07-29 09:21:02,918 - mmaction - INFO - Epoch [97][920/940] lr: 1.791e-01, eta: 1 day, 11:28:17, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2807, top5_acc: 0.5391, loss_cls: 3.3403, loss: 3.3403, grad_norm: 1.4747 2020-07-29 09:21:29,710 - mmaction - INFO - Epoch [97][940/940] lr: 1.791e-01, eta: 1 day, 11:27:17, time: 1.340, data_time: 0.004, memory: 5021, top1_acc: 0.2877, top5_acc: 0.5335, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.4400 2020-07-29 09:21:30,095 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-07-29 09:23:00,920 - mmaction - INFO - Epoch [98][20/940] lr: 1.756e-01, eta: 1 day, 11:31:06, time: 4.484, data_time: 0.513, memory: 5021, top1_acc: 0.2846, top5_acc: 0.5365, loss_cls: 3.2846, loss: 3.2846, grad_norm: 1.4720 2020-07-29 09:23:28,306 - mmaction - INFO - Epoch [98][40/940] lr: 1.756e-01, eta: 1 day, 11:30:09, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5396, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.4648 2020-07-29 09:23:55,857 - mmaction - INFO - Epoch [98][60/940] lr: 1.756e-01, eta: 1 day, 11:29:12, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3006, top5_acc: 0.5529, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.4671 2020-07-29 09:24:23,170 - mmaction - INFO - Epoch [98][80/940] lr: 1.756e-01, eta: 1 day, 11:28:14, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.3043, top5_acc: 0.5455, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.4619 2020-07-29 09:24:50,792 - mmaction - INFO - Epoch [98][100/940] lr: 1.756e-01, eta: 1 day, 11:27:18, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.2889, top5_acc: 0.5342, loss_cls: 3.3165, loss: 3.3165, grad_norm: 1.4419 2020-07-29 09:25:18,461 - mmaction - INFO - Epoch [98][120/940] lr: 1.756e-01, eta: 1 day, 11:26:22, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3010, top5_acc: 0.5486, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.4848 2020-07-29 09:25:46,395 - mmaction - INFO - Epoch [98][140/940] lr: 1.756e-01, eta: 1 day, 11:25:27, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5354, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.4982 2020-07-29 09:26:14,066 - mmaction - INFO - Epoch [98][160/940] lr: 1.756e-01, eta: 1 day, 11:24:31, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3004, top5_acc: 0.5486, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.4809 2020-07-29 09:26:41,639 - mmaction - INFO - Epoch [98][180/940] lr: 1.756e-01, eta: 1 day, 11:23:35, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.2965, top5_acc: 0.5430, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.5082 2020-07-29 09:27:09,510 - mmaction - INFO - Epoch [98][200/940] lr: 1.756e-01, eta: 1 day, 11:22:40, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.2938, top5_acc: 0.5371, loss_cls: 3.2872, loss: 3.2872, grad_norm: 1.4929 2020-07-29 09:27:37,081 - mmaction - INFO - Epoch [98][220/940] lr: 1.756e-01, eta: 1 day, 11:21:44, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3008, top5_acc: 0.5441, loss_cls: 3.2428, loss: 3.2428, grad_norm: 1.4837 2020-07-29 09:28:04,661 - mmaction - INFO - Epoch [98][240/940] lr: 1.756e-01, eta: 1 day, 11:20:48, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2916, top5_acc: 0.5365, loss_cls: 3.2986, loss: 3.2986, grad_norm: 1.4667 2020-07-29 09:28:32,508 - mmaction - INFO - Epoch [98][260/940] lr: 1.756e-01, eta: 1 day, 11:19:53, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.2943, top5_acc: 0.5342, loss_cls: 3.3276, loss: 3.3276, grad_norm: 1.5038 2020-07-29 09:29:00,050 - mmaction - INFO - Epoch [98][280/940] lr: 1.756e-01, eta: 1 day, 11:18:57, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2938, top5_acc: 0.5408, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.4893 2020-07-29 09:29:27,653 - mmaction - INFO - Epoch [98][300/940] lr: 1.756e-01, eta: 1 day, 11:18:01, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5455, loss_cls: 3.2835, loss: 3.2835, grad_norm: 1.4994 2020-07-29 09:29:55,249 - mmaction - INFO - Epoch [98][320/940] lr: 1.756e-01, eta: 1 day, 11:17:05, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.2883, top5_acc: 0.5301, loss_cls: 3.3270, loss: 3.3270, grad_norm: 1.5012 2020-07-29 09:30:22,892 - mmaction - INFO - Epoch [98][340/940] lr: 1.756e-01, eta: 1 day, 11:16:10, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2918, top5_acc: 0.5402, loss_cls: 3.2951, loss: 3.2951, grad_norm: 1.4885 2020-07-29 09:30:50,727 - mmaction - INFO - Epoch [98][360/940] lr: 1.756e-01, eta: 1 day, 11:15:15, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2895, top5_acc: 0.5422, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.5050 2020-07-29 09:31:18,226 - mmaction - INFO - Epoch [98][380/940] lr: 1.756e-01, eta: 1 day, 11:14:19, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2926, top5_acc: 0.5437, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.4731 2020-07-29 09:31:45,685 - mmaction - INFO - Epoch [98][400/940] lr: 1.756e-01, eta: 1 day, 11:13:23, time: 1.373, data_time: 0.003, memory: 5021, top1_acc: 0.3006, top5_acc: 0.5398, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.4819 2020-07-29 09:32:13,128 - mmaction - INFO - Epoch [98][420/940] lr: 1.756e-01, eta: 1 day, 11:12:27, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.2887, top5_acc: 0.5299, loss_cls: 3.3158, loss: 3.3158, grad_norm: 1.4866 2020-07-29 09:32:40,590 - mmaction - INFO - Epoch [98][440/940] lr: 1.756e-01, eta: 1 day, 11:11:31, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.2883, top5_acc: 0.5350, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.4946 2020-07-29 09:33:08,029 - mmaction - INFO - Epoch [98][460/940] lr: 1.756e-01, eta: 1 day, 11:10:35, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.2965, top5_acc: 0.5457, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.5209 2020-07-29 09:33:35,687 - mmaction - INFO - Epoch [98][480/940] lr: 1.756e-01, eta: 1 day, 11:09:40, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2926, top5_acc: 0.5381, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.4989 2020-07-29 09:34:03,618 - mmaction - INFO - Epoch [98][500/940] lr: 1.756e-01, eta: 1 day, 11:08:47, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2896, top5_acc: 0.5498, loss_cls: 3.2848, loss: 3.2848, grad_norm: 1.4905 2020-07-29 09:34:31,317 - mmaction - INFO - Epoch [98][520/940] lr: 1.756e-01, eta: 1 day, 11:07:52, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5406, loss_cls: 3.2644, loss: 3.2644, grad_norm: 1.4951 2020-07-29 09:34:59,087 - mmaction - INFO - Epoch [98][540/940] lr: 1.756e-01, eta: 1 day, 11:06:58, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.2967, top5_acc: 0.5402, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.4646 2020-07-29 09:35:26,693 - mmaction - INFO - Epoch [98][560/940] lr: 1.756e-01, eta: 1 day, 11:06:03, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5375, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.5218 2020-07-29 09:35:54,433 - mmaction - INFO - Epoch [98][580/940] lr: 1.756e-01, eta: 1 day, 11:05:09, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.2992, top5_acc: 0.5400, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.4447 2020-07-29 09:36:22,153 - mmaction - INFO - Epoch [98][600/940] lr: 1.756e-01, eta: 1 day, 11:04:14, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3033, top5_acc: 0.5367, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.4805 2020-07-29 09:36:49,869 - mmaction - INFO - Epoch [98][620/940] lr: 1.756e-01, eta: 1 day, 11:03:20, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5355, loss_cls: 3.3321, loss: 3.3321, grad_norm: 1.4910 2020-07-29 09:37:17,240 - mmaction - INFO - Epoch [98][640/940] lr: 1.756e-01, eta: 1 day, 11:02:25, time: 1.368, data_time: 0.002, memory: 5021, top1_acc: 0.2973, top5_acc: 0.5479, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.4493 2020-07-29 09:37:45,510 - mmaction - INFO - Epoch [98][660/940] lr: 1.756e-01, eta: 1 day, 11:01:33, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.2865, top5_acc: 0.5371, loss_cls: 3.3066, loss: 3.3066, grad_norm: 1.5124 2020-07-29 09:38:13,141 - mmaction - INFO - Epoch [98][680/940] lr: 1.756e-01, eta: 1 day, 11:00:38, time: 1.384, data_time: 0.007, memory: 5021, top1_acc: 0.2936, top5_acc: 0.5490, loss_cls: 3.2705, loss: 3.2705, grad_norm: 1.4772 2020-07-29 09:38:41,108 - mmaction - INFO - Epoch [98][700/940] lr: 1.756e-01, eta: 1 day, 10:59:46, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5371, loss_cls: 3.2791, loss: 3.2791, grad_norm: 1.4902 2020-07-29 09:39:08,872 - mmaction - INFO - Epoch [98][720/940] lr: 1.756e-01, eta: 1 day, 10:58:52, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2922, top5_acc: 0.5299, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.4713 2020-07-29 09:39:36,321 - mmaction - INFO - Epoch [98][740/940] lr: 1.756e-01, eta: 1 day, 10:57:57, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3043, top5_acc: 0.5320, loss_cls: 3.3293, loss: 3.3293, grad_norm: 1.4573 2020-07-29 09:40:04,163 - mmaction - INFO - Epoch [98][760/940] lr: 1.756e-01, eta: 1 day, 10:57:04, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5529, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.4559 2020-07-29 09:40:31,966 - mmaction - INFO - Epoch [98][780/940] lr: 1.756e-01, eta: 1 day, 10:56:10, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.2814, top5_acc: 0.5404, loss_cls: 3.3006, loss: 3.3006, grad_norm: 1.5442 2020-07-29 09:40:59,455 - mmaction - INFO - Epoch [98][800/940] lr: 1.756e-01, eta: 1 day, 10:55:15, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.2898, top5_acc: 0.5268, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.4872 2020-07-29 09:41:26,946 - mmaction - INFO - Epoch [98][820/940] lr: 1.756e-01, eta: 1 day, 10:54:21, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.2912, top5_acc: 0.5373, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.4966 2020-07-29 09:41:54,356 - mmaction - INFO - Epoch [98][840/940] lr: 1.756e-01, eta: 1 day, 10:53:26, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2822, top5_acc: 0.5252, loss_cls: 3.3484, loss: 3.3484, grad_norm: 1.4815 2020-07-29 09:42:22,006 - mmaction - INFO - Epoch [98][860/940] lr: 1.756e-01, eta: 1 day, 10:52:32, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2887, top5_acc: 0.5338, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.4641 2020-07-29 09:42:49,942 - mmaction - INFO - Epoch [98][880/940] lr: 1.756e-01, eta: 1 day, 10:51:40, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.2988, top5_acc: 0.5430, loss_cls: 3.2484, loss: 3.2484, grad_norm: 1.4829 2020-07-29 09:43:17,626 - mmaction - INFO - Epoch [98][900/940] lr: 1.756e-01, eta: 1 day, 10:50:46, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3084, top5_acc: 0.5508, loss_cls: 3.2445, loss: 3.2445, grad_norm: 1.4840 2020-07-29 09:43:45,620 - mmaction - INFO - Epoch [98][920/940] lr: 1.756e-01, eta: 1 day, 10:49:54, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.2910, top5_acc: 0.5377, loss_cls: 3.2937, loss: 3.2937, grad_norm: 1.4907 2020-07-29 09:44:12,313 - mmaction - INFO - Epoch [98][940/940] lr: 1.756e-01, eta: 1 day, 10:48:56, time: 1.336, data_time: 0.005, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5294, loss_cls: 3.3371, loss: 3.3371, grad_norm: 1.5002 2020-07-29 09:44:12,578 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-07-29 09:46:17,519 - mmaction - INFO - Epoch [99][20/940] lr: 1.722e-01, eta: 1 day, 10:54:58, time: 6.200, data_time: 0.356, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5328, loss_cls: 3.3039, loss: 3.3039, grad_norm: 1.5105 2020-07-29 09:46:44,889 - mmaction - INFO - Epoch [99][40/940] lr: 1.722e-01, eta: 1 day, 10:54:03, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2965, top5_acc: 0.5545, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.4789 2020-07-29 09:47:12,508 - mmaction - INFO - Epoch [99][60/940] lr: 1.722e-01, eta: 1 day, 10:53:09, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3027, top5_acc: 0.5504, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.4786 2020-07-29 09:47:39,981 - mmaction - INFO - Epoch [99][80/940] lr: 1.722e-01, eta: 1 day, 10:52:14, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.3025, top5_acc: 0.5588, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.5224 2020-07-29 09:48:07,441 - mmaction - INFO - Epoch [99][100/940] lr: 1.722e-01, eta: 1 day, 10:51:19, time: 1.371, data_time: 0.006, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5404, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.4910 2020-07-29 09:48:34,985 - mmaction - INFO - Epoch [99][120/940] lr: 1.722e-01, eta: 1 day, 10:50:25, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3111, top5_acc: 0.5471, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.5114 2020-07-29 09:49:02,638 - mmaction - INFO - Epoch [99][140/940] lr: 1.722e-01, eta: 1 day, 10:49:31, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5396, loss_cls: 3.2921, loss: 3.2921, grad_norm: 1.4937 2020-07-29 09:49:30,167 - mmaction - INFO - Epoch [99][160/940] lr: 1.722e-01, eta: 1 day, 10:48:37, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3029, top5_acc: 0.5400, loss_cls: 3.2825, loss: 3.2825, grad_norm: 1.4870 2020-07-29 09:49:57,761 - mmaction - INFO - Epoch [99][180/940] lr: 1.722e-01, eta: 1 day, 10:47:43, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3020, top5_acc: 0.5492, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.5071 2020-07-29 09:50:25,467 - mmaction - INFO - Epoch [99][200/940] lr: 1.722e-01, eta: 1 day, 10:46:50, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2943, top5_acc: 0.5283, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.4858 2020-07-29 09:50:53,247 - mmaction - INFO - Epoch [99][220/940] lr: 1.722e-01, eta: 1 day, 10:45:57, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2990, top5_acc: 0.5521, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.4923 2020-07-29 09:51:21,113 - mmaction - INFO - Epoch [99][240/940] lr: 1.722e-01, eta: 1 day, 10:45:05, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.2955, top5_acc: 0.5348, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.5308 2020-07-29 09:51:49,095 - mmaction - INFO - Epoch [99][260/940] lr: 1.722e-01, eta: 1 day, 10:44:13, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.2855, top5_acc: 0.5391, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.4517 2020-07-29 09:52:16,935 - mmaction - INFO - Epoch [99][280/940] lr: 1.722e-01, eta: 1 day, 10:43:20, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.3041, top5_acc: 0.5424, loss_cls: 3.2720, loss: 3.2720, grad_norm: 1.4835 2020-07-29 09:52:44,596 - mmaction - INFO - Epoch [99][300/940] lr: 1.722e-01, eta: 1 day, 10:42:27, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3008, top5_acc: 0.5455, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.5011 2020-07-29 09:53:12,226 - mmaction - INFO - Epoch [99][320/940] lr: 1.722e-01, eta: 1 day, 10:41:34, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5385, loss_cls: 3.3051, loss: 3.3051, grad_norm: 1.5077 2020-07-29 09:53:39,945 - mmaction - INFO - Epoch [99][340/940] lr: 1.722e-01, eta: 1 day, 10:40:41, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3029, top5_acc: 0.5504, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.4747 2020-07-29 09:54:07,641 - mmaction - INFO - Epoch [99][360/940] lr: 1.722e-01, eta: 1 day, 10:39:48, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2979, top5_acc: 0.5475, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.5095 2020-07-29 09:54:35,471 - mmaction - INFO - Epoch [99][380/940] lr: 1.722e-01, eta: 1 day, 10:38:55, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3033, top5_acc: 0.5455, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.4811 2020-07-29 09:55:03,157 - mmaction - INFO - Epoch [99][400/940] lr: 1.722e-01, eta: 1 day, 10:38:03, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5486, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.5403 2020-07-29 09:55:30,983 - mmaction - INFO - Epoch [99][420/940] lr: 1.722e-01, eta: 1 day, 10:37:10, time: 1.392, data_time: 0.003, memory: 5021, top1_acc: 0.2885, top5_acc: 0.5354, loss_cls: 3.2801, loss: 3.2801, grad_norm: 1.5079 2020-07-29 09:55:58,530 - mmaction - INFO - Epoch [99][440/940] lr: 1.722e-01, eta: 1 day, 10:36:17, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5424, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.4829 2020-07-29 09:56:26,181 - mmaction - INFO - Epoch [99][460/940] lr: 1.722e-01, eta: 1 day, 10:35:24, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3051, top5_acc: 0.5539, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.5024 2020-07-29 09:56:53,813 - mmaction - INFO - Epoch [99][480/940] lr: 1.722e-01, eta: 1 day, 10:34:31, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5355, loss_cls: 3.3006, loss: 3.3006, grad_norm: 1.5117 2020-07-29 09:57:21,186 - mmaction - INFO - Epoch [99][500/940] lr: 1.722e-01, eta: 1 day, 10:33:38, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5463, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.4946 2020-07-29 09:57:48,923 - mmaction - INFO - Epoch [99][520/940] lr: 1.722e-01, eta: 1 day, 10:32:45, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.4910 2020-07-29 09:58:16,592 - mmaction - INFO - Epoch [99][540/940] lr: 1.722e-01, eta: 1 day, 10:31:53, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2938, top5_acc: 0.5412, loss_cls: 3.2757, loss: 3.2757, grad_norm: 1.4980 2020-07-29 09:58:44,126 - mmaction - INFO - Epoch [99][560/940] lr: 1.722e-01, eta: 1 day, 10:31:00, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.2887, top5_acc: 0.5275, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.5108 2020-07-29 09:59:11,966 - mmaction - INFO - Epoch [99][580/940] lr: 1.722e-01, eta: 1 day, 10:30:08, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2930, top5_acc: 0.5316, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.4673 2020-07-29 09:59:39,511 - mmaction - INFO - Epoch [99][600/940] lr: 1.722e-01, eta: 1 day, 10:29:15, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2891, top5_acc: 0.5420, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.4681 2020-07-29 10:00:12,542 - mmaction - INFO - Epoch [99][620/940] lr: 1.722e-01, eta: 1 day, 10:28:43, time: 1.634, data_time: 0.005, memory: 5021, top1_acc: 0.3020, top5_acc: 0.5510, loss_cls: 3.2696, loss: 3.2696, grad_norm: 1.5148 2020-07-29 10:00:40,461 - mmaction - INFO - Epoch [99][640/940] lr: 1.722e-01, eta: 1 day, 10:27:54, time: 1.414, data_time: 0.034, memory: 5021, top1_acc: 0.2912, top5_acc: 0.5383, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.4970 2020-07-29 10:01:08,085 - mmaction - INFO - Epoch [99][660/940] lr: 1.722e-01, eta: 1 day, 10:27:01, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3012, top5_acc: 0.5492, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.4863 2020-07-29 10:01:36,245 - mmaction - INFO - Epoch [99][680/940] lr: 1.722e-01, eta: 1 day, 10:26:11, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5359, loss_cls: 3.2908, loss: 3.2908, grad_norm: 1.4877 2020-07-29 10:02:04,107 - mmaction - INFO - Epoch [99][700/940] lr: 1.722e-01, eta: 1 day, 10:25:20, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5441, loss_cls: 3.2677, loss: 3.2677, grad_norm: 1.5074 2020-07-29 10:02:31,929 - mmaction - INFO - Epoch [99][720/940] lr: 1.722e-01, eta: 1 day, 10:24:28, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3033, top5_acc: 0.5400, loss_cls: 3.2778, loss: 3.2778, grad_norm: 1.4970 2020-07-29 10:03:00,032 - mmaction - INFO - Epoch [99][740/940] lr: 1.722e-01, eta: 1 day, 10:23:38, time: 1.405, data_time: 0.002, memory: 5021, top1_acc: 0.2869, top5_acc: 0.5342, loss_cls: 3.3075, loss: 3.3075, grad_norm: 1.5082 2020-07-29 10:03:27,997 - mmaction - INFO - Epoch [99][760/940] lr: 1.722e-01, eta: 1 day, 10:22:47, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2918, top5_acc: 0.5312, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.4638 2020-07-29 10:03:55,913 - mmaction - INFO - Epoch [99][780/940] lr: 1.722e-01, eta: 1 day, 10:21:56, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5365, loss_cls: 3.2842, loss: 3.2842, grad_norm: 1.4956 2020-07-29 10:04:23,901 - mmaction - INFO - Epoch [99][800/940] lr: 1.722e-01, eta: 1 day, 10:21:06, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5461, loss_cls: 3.2523, loss: 3.2523, grad_norm: 1.5127 2020-07-29 10:04:51,788 - mmaction - INFO - Epoch [99][820/940] lr: 1.722e-01, eta: 1 day, 10:20:15, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2957, top5_acc: 0.5350, loss_cls: 3.2870, loss: 3.2870, grad_norm: 1.5120 2020-07-29 10:05:20,201 - mmaction - INFO - Epoch [99][840/940] lr: 1.722e-01, eta: 1 day, 10:19:26, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3092, top5_acc: 0.5430, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.5120 2020-07-29 10:05:48,139 - mmaction - INFO - Epoch [99][860/940] lr: 1.722e-01, eta: 1 day, 10:18:35, time: 1.400, data_time: 0.007, memory: 5021, top1_acc: 0.2895, top5_acc: 0.5277, loss_cls: 3.3045, loss: 3.3045, grad_norm: 1.4706 2020-07-29 10:06:15,975 - mmaction - INFO - Epoch [99][880/940] lr: 1.722e-01, eta: 1 day, 10:17:44, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.2967, top5_acc: 0.5375, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.4922 2020-07-29 10:06:43,639 - mmaction - INFO - Epoch [99][900/940] lr: 1.722e-01, eta: 1 day, 10:16:53, time: 1.384, data_time: 0.003, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5361, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.4775 2020-07-29 10:07:11,617 - mmaction - INFO - Epoch [99][920/940] lr: 1.722e-01, eta: 1 day, 10:16:02, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5391, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.4872 2020-07-29 10:07:38,224 - mmaction - INFO - Epoch [99][940/940] lr: 1.722e-01, eta: 1 day, 10:15:07, time: 1.333, data_time: 0.005, memory: 5021, top1_acc: 0.2861, top5_acc: 0.5327, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.5473 2020-07-29 10:07:38,920 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-07-29 10:10:41,856 - mmaction - INFO - Epoch [100][20/940] lr: 1.687e-01, eta: 1 day, 10:24:38, time: 9.084, data_time: 0.530, memory: 5021, top1_acc: 0.2828, top5_acc: 0.5336, loss_cls: 3.3160, loss: 3.3160, grad_norm: 1.5016 2020-07-29 10:11:09,271 - mmaction - INFO - Epoch [100][40/940] lr: 1.687e-01, eta: 1 day, 10:23:45, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3023, top5_acc: 0.5447, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.4842 2020-07-29 10:11:37,029 - mmaction - INFO - Epoch [100][60/940] lr: 1.687e-01, eta: 1 day, 10:22:53, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3008, top5_acc: 0.5508, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.5013 2020-07-29 10:12:04,560 - mmaction - INFO - Epoch [100][80/940] lr: 1.687e-01, eta: 1 day, 10:22:00, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5424, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.5109 2020-07-29 10:12:32,289 - mmaction - INFO - Epoch [100][100/940] lr: 1.687e-01, eta: 1 day, 10:21:08, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3023, top5_acc: 0.5479, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.4969 2020-07-29 10:13:00,518 - mmaction - INFO - Epoch [100][120/940] lr: 1.687e-01, eta: 1 day, 10:20:19, time: 1.412, data_time: 0.002, memory: 5021, top1_acc: 0.2979, top5_acc: 0.5410, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.5426 2020-07-29 10:13:28,579 - mmaction - INFO - Epoch [100][140/940] lr: 1.687e-01, eta: 1 day, 10:19:28, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.2957, top5_acc: 0.5432, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.5036 2020-07-29 10:13:56,293 - mmaction - INFO - Epoch [100][160/940] lr: 1.687e-01, eta: 1 day, 10:18:36, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5393, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.5258 2020-07-29 10:14:24,099 - mmaction - INFO - Epoch [100][180/940] lr: 1.687e-01, eta: 1 day, 10:17:45, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5447, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.4843 2020-07-29 10:14:51,986 - mmaction - INFO - Epoch [100][200/940] lr: 1.687e-01, eta: 1 day, 10:16:54, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.2971, top5_acc: 0.5521, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.5027 2020-07-29 10:15:20,528 - mmaction - INFO - Epoch [100][220/940] lr: 1.687e-01, eta: 1 day, 10:16:06, time: 1.425, data_time: 0.006, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.5186 2020-07-29 10:15:48,421 - mmaction - INFO - Epoch [100][240/940] lr: 1.687e-01, eta: 1 day, 10:15:15, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5441, loss_cls: 3.2545, loss: 3.2545, grad_norm: 1.5020 2020-07-29 10:16:16,137 - mmaction - INFO - Epoch [100][260/940] lr: 1.687e-01, eta: 1 day, 10:14:23, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5336, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.5366 2020-07-29 10:16:43,922 - mmaction - INFO - Epoch [100][280/940] lr: 1.687e-01, eta: 1 day, 10:13:32, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.2943, top5_acc: 0.5506, loss_cls: 3.2587, loss: 3.2587, grad_norm: 1.5003 2020-07-29 10:17:11,864 - mmaction - INFO - Epoch [100][300/940] lr: 1.687e-01, eta: 1 day, 10:12:42, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.2965, top5_acc: 0.5416, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.4934 2020-07-29 10:17:39,728 - mmaction - INFO - Epoch [100][320/940] lr: 1.687e-01, eta: 1 day, 10:11:51, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5336, loss_cls: 3.3005, loss: 3.3005, grad_norm: 1.5219 2020-07-29 10:18:07,755 - mmaction - INFO - Epoch [100][340/940] lr: 1.687e-01, eta: 1 day, 10:11:01, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3043, top5_acc: 0.5469, loss_cls: 3.2277, loss: 3.2277, grad_norm: 1.5028 2020-07-29 10:18:35,420 - mmaction - INFO - Epoch [100][360/940] lr: 1.687e-01, eta: 1 day, 10:10:09, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5344, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.5088 2020-07-29 10:19:02,956 - mmaction - INFO - Epoch [100][380/940] lr: 1.687e-01, eta: 1 day, 10:09:17, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.2895, top5_acc: 0.5422, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.4974 2020-07-29 10:19:30,574 - mmaction - INFO - Epoch [100][400/940] lr: 1.687e-01, eta: 1 day, 10:08:26, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.2965, top5_acc: 0.5348, loss_cls: 3.2811, loss: 3.2811, grad_norm: 1.5194 2020-07-29 10:19:58,777 - mmaction - INFO - Epoch [100][420/940] lr: 1.687e-01, eta: 1 day, 10:07:37, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.2871, top5_acc: 0.5367, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.4943 2020-07-29 10:20:26,773 - mmaction - INFO - Epoch [100][440/940] lr: 1.687e-01, eta: 1 day, 10:06:46, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3104, top5_acc: 0.5477, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.4824 2020-07-29 10:20:54,504 - mmaction - INFO - Epoch [100][460/940] lr: 1.687e-01, eta: 1 day, 10:05:56, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2893, top5_acc: 0.5418, loss_cls: 3.2744, loss: 3.2744, grad_norm: 1.5057 2020-07-29 10:21:22,157 - mmaction - INFO - Epoch [100][480/940] lr: 1.687e-01, eta: 1 day, 10:05:04, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.2980, top5_acc: 0.5336, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.5010 2020-07-29 10:21:49,671 - mmaction - INFO - Epoch [100][500/940] lr: 1.687e-01, eta: 1 day, 10:04:13, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3006, top5_acc: 0.5461, loss_cls: 3.2652, loss: 3.2652, grad_norm: 1.5008 2020-07-29 10:22:17,202 - mmaction - INFO - Epoch [100][520/940] lr: 1.687e-01, eta: 1 day, 10:03:21, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2982, top5_acc: 0.5457, loss_cls: 3.2682, loss: 3.2682, grad_norm: 1.5151 2020-07-29 10:22:44,695 - mmaction - INFO - Epoch [100][540/940] lr: 1.687e-01, eta: 1 day, 10:02:29, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2881, top5_acc: 0.5426, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.4917 2020-07-29 10:23:12,488 - mmaction - INFO - Epoch [100][560/940] lr: 1.687e-01, eta: 1 day, 10:01:39, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.2926, top5_acc: 0.5326, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.5015 2020-07-29 10:23:40,314 - mmaction - INFO - Epoch [100][580/940] lr: 1.687e-01, eta: 1 day, 10:00:49, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2848, top5_acc: 0.5277, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.5057 2020-07-29 10:24:08,294 - mmaction - INFO - Epoch [100][600/940] lr: 1.687e-01, eta: 1 day, 9:59:59, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5371, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.5160 2020-07-29 10:24:35,990 - mmaction - INFO - Epoch [100][620/940] lr: 1.687e-01, eta: 1 day, 9:59:08, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2936, top5_acc: 0.5398, loss_cls: 3.2878, loss: 3.2878, grad_norm: 1.4862 2020-07-29 10:25:03,856 - mmaction - INFO - Epoch [100][640/940] lr: 1.687e-01, eta: 1 day, 9:58:18, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.2992, top5_acc: 0.5445, loss_cls: 3.2623, loss: 3.2623, grad_norm: 1.5166 2020-07-29 10:25:31,492 - mmaction - INFO - Epoch [100][660/940] lr: 1.687e-01, eta: 1 day, 9:57:27, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.2990, top5_acc: 0.5514, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.5102 2020-07-29 10:25:59,240 - mmaction - INFO - Epoch [100][680/940] lr: 1.687e-01, eta: 1 day, 9:56:37, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3035, top5_acc: 0.5422, loss_cls: 3.2811, loss: 3.2811, grad_norm: 1.4990 2020-07-29 10:26:26,727 - mmaction - INFO - Epoch [100][700/940] lr: 1.687e-01, eta: 1 day, 9:55:46, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3074, top5_acc: 0.5488, loss_cls: 3.2425, loss: 3.2425, grad_norm: 1.5399 2020-07-29 10:26:54,398 - mmaction - INFO - Epoch [100][720/940] lr: 1.687e-01, eta: 1 day, 9:54:55, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2924, top5_acc: 0.5303, loss_cls: 3.3194, loss: 3.3194, grad_norm: 1.5451 2020-07-29 10:27:22,100 - mmaction - INFO - Epoch [100][740/940] lr: 1.687e-01, eta: 1 day, 9:54:05, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2932, top5_acc: 0.5336, loss_cls: 3.3027, loss: 3.3027, grad_norm: 1.5024 2020-07-29 10:27:49,792 - mmaction - INFO - Epoch [100][760/940] lr: 1.687e-01, eta: 1 day, 9:53:14, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5477, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.5251 2020-07-29 10:28:17,411 - mmaction - INFO - Epoch [100][780/940] lr: 1.687e-01, eta: 1 day, 9:52:23, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2977, top5_acc: 0.5436, loss_cls: 3.2772, loss: 3.2772, grad_norm: 1.5198 2020-07-29 10:28:45,027 - mmaction - INFO - Epoch [100][800/940] lr: 1.687e-01, eta: 1 day, 9:51:33, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.2928, top5_acc: 0.5400, loss_cls: 3.3060, loss: 3.3060, grad_norm: 1.5405 2020-07-29 10:29:12,965 - mmaction - INFO - Epoch [100][820/940] lr: 1.687e-01, eta: 1 day, 9:50:43, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.2953, top5_acc: 0.5420, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.4922 2020-07-29 10:29:40,424 - mmaction - INFO - Epoch [100][840/940] lr: 1.687e-01, eta: 1 day, 9:49:52, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3041, top5_acc: 0.5459, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.5020 2020-07-29 10:30:08,311 - mmaction - INFO - Epoch [100][860/940] lr: 1.687e-01, eta: 1 day, 9:49:03, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.2959, top5_acc: 0.5457, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.5079 2020-07-29 10:30:35,791 - mmaction - INFO - Epoch [100][880/940] lr: 1.687e-01, eta: 1 day, 9:48:12, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5500, loss_cls: 3.2848, loss: 3.2848, grad_norm: 1.4867 2020-07-29 10:31:03,327 - mmaction - INFO - Epoch [100][900/940] lr: 1.687e-01, eta: 1 day, 9:47:21, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3018, top5_acc: 0.5443, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.4990 2020-07-29 10:31:31,108 - mmaction - INFO - Epoch [100][920/940] lr: 1.687e-01, eta: 1 day, 9:46:32, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.2893, top5_acc: 0.5330, loss_cls: 3.2803, loss: 3.2803, grad_norm: 1.5035 2020-07-29 10:31:58,031 - mmaction - INFO - Epoch [100][940/940] lr: 1.687e-01, eta: 1 day, 9:45:39, time: 1.348, data_time: 0.005, memory: 5021, top1_acc: 0.2898, top5_acc: 0.5388, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.5109 2020-07-29 10:31:58,345 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-29 10:34:08,983 - mmaction - INFO - Epoch [101][20/940] lr: 1.653e-01, eta: 1 day, 9:51:17, time: 6.487, data_time: 0.405, memory: 5021, top1_acc: 0.3029, top5_acc: 0.5537, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.5001 2020-07-29 10:34:36,235 - mmaction - INFO - Epoch [101][40/940] lr: 1.653e-01, eta: 1 day, 9:50:25, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.3141, top5_acc: 0.5537, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.4988 2020-07-29 10:35:03,735 - mmaction - INFO - Epoch [101][60/940] lr: 1.653e-01, eta: 1 day, 9:49:34, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5432, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.5134 2020-07-29 10:35:31,336 - mmaction - INFO - Epoch [101][80/940] lr: 1.653e-01, eta: 1 day, 9:48:43, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5455, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.5204 2020-07-29 10:35:58,675 - mmaction - INFO - Epoch [101][100/940] lr: 1.653e-01, eta: 1 day, 9:47:52, time: 1.366, data_time: 0.004, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5543, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.4962 2020-07-29 10:36:26,290 - mmaction - INFO - Epoch [101][120/940] lr: 1.653e-01, eta: 1 day, 9:47:01, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2984, top5_acc: 0.5520, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.5286 2020-07-29 10:36:54,101 - mmaction - INFO - Epoch [101][140/940] lr: 1.653e-01, eta: 1 day, 9:46:11, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3020, top5_acc: 0.5426, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.5518 2020-07-29 10:37:21,670 - mmaction - INFO - Epoch [101][160/940] lr: 1.653e-01, eta: 1 day, 9:45:21, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5436, loss_cls: 3.2244, loss: 3.2244, grad_norm: 1.5088 2020-07-29 10:37:49,502 - mmaction - INFO - Epoch [101][180/940] lr: 1.653e-01, eta: 1 day, 9:44:31, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5418, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.5190 2020-07-29 10:38:17,141 - mmaction - INFO - Epoch [101][200/940] lr: 1.653e-01, eta: 1 day, 9:43:41, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5410, loss_cls: 3.2414, loss: 3.2414, grad_norm: 1.5327 2020-07-29 10:38:44,812 - mmaction - INFO - Epoch [101][220/940] lr: 1.653e-01, eta: 1 day, 9:42:51, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3084, top5_acc: 0.5492, loss_cls: 3.2351, loss: 3.2351, grad_norm: 1.5059 2020-07-29 10:39:12,217 - mmaction - INFO - Epoch [101][240/940] lr: 1.653e-01, eta: 1 day, 9:42:00, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.2988, top5_acc: 0.5404, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.5140 2020-07-29 10:39:39,634 - mmaction - INFO - Epoch [101][260/940] lr: 1.653e-01, eta: 1 day, 9:41:09, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3096, top5_acc: 0.5539, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.5232 2020-07-29 10:40:07,447 - mmaction - INFO - Epoch [101][280/940] lr: 1.653e-01, eta: 1 day, 9:40:20, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.3016, top5_acc: 0.5510, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.5224 2020-07-29 10:40:34,937 - mmaction - INFO - Epoch [101][300/940] lr: 1.653e-01, eta: 1 day, 9:39:29, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5428, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.5139 2020-07-29 10:41:02,499 - mmaction - INFO - Epoch [101][320/940] lr: 1.653e-01, eta: 1 day, 9:38:39, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3084, top5_acc: 0.5514, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.5692 2020-07-29 10:41:30,137 - mmaction - INFO - Epoch [101][340/940] lr: 1.653e-01, eta: 1 day, 9:37:49, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5486, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.5527 2020-07-29 10:41:57,564 - mmaction - INFO - Epoch [101][360/940] lr: 1.653e-01, eta: 1 day, 9:36:58, time: 1.368, data_time: 0.006, memory: 5021, top1_acc: 0.2906, top5_acc: 0.5441, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.5294 2020-07-29 10:42:25,104 - mmaction - INFO - Epoch [101][380/940] lr: 1.653e-01, eta: 1 day, 9:36:08, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.2859, top5_acc: 0.5316, loss_cls: 3.2947, loss: 3.2947, grad_norm: 1.5223 2020-07-29 10:42:52,520 - mmaction - INFO - Epoch [101][400/940] lr: 1.653e-01, eta: 1 day, 9:35:17, time: 1.368, data_time: 0.006, memory: 5021, top1_acc: 0.2902, top5_acc: 0.5309, loss_cls: 3.2906, loss: 3.2906, grad_norm: 1.5175 2020-07-29 10:43:19,835 - mmaction - INFO - Epoch [101][420/940] lr: 1.653e-01, eta: 1 day, 9:34:27, time: 1.369, data_time: 0.006, memory: 5021, top1_acc: 0.3141, top5_acc: 0.5596, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.5093 2020-07-29 10:43:47,404 - mmaction - INFO - Epoch [101][440/940] lr: 1.653e-01, eta: 1 day, 9:33:37, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2979, top5_acc: 0.5492, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.5436 2020-07-29 10:44:15,247 - mmaction - INFO - Epoch [101][460/940] lr: 1.653e-01, eta: 1 day, 9:32:48, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.2867, top5_acc: 0.5404, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.5371 2020-07-29 10:44:42,728 - mmaction - INFO - Epoch [101][480/940] lr: 1.653e-01, eta: 1 day, 9:31:57, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3152, top5_acc: 0.5551, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.5431 2020-07-29 10:45:10,348 - mmaction - INFO - Epoch [101][500/940] lr: 1.653e-01, eta: 1 day, 9:31:08, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5426, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.5306 2020-07-29 10:45:37,788 - mmaction - INFO - Epoch [101][520/940] lr: 1.653e-01, eta: 1 day, 9:30:18, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5434, loss_cls: 3.2803, loss: 3.2803, grad_norm: 1.5095 2020-07-29 10:46:05,282 - mmaction - INFO - Epoch [101][540/940] lr: 1.653e-01, eta: 1 day, 9:29:28, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5312, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.5841 2020-07-29 10:46:32,877 - mmaction - INFO - Epoch [101][560/940] lr: 1.653e-01, eta: 1 day, 9:28:38, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3014, top5_acc: 0.5367, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.5417 2020-07-29 10:47:00,375 - mmaction - INFO - Epoch [101][580/940] lr: 1.653e-01, eta: 1 day, 9:27:48, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.2863, top5_acc: 0.5334, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.5017 2020-07-29 10:47:27,778 - mmaction - INFO - Epoch [101][600/940] lr: 1.653e-01, eta: 1 day, 9:26:58, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2979, top5_acc: 0.5396, loss_cls: 3.2701, loss: 3.2701, grad_norm: 1.4857 2020-07-29 10:47:55,300 - mmaction - INFO - Epoch [101][620/940] lr: 1.653e-01, eta: 1 day, 9:26:08, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5508, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.5185 2020-07-29 10:48:22,620 - mmaction - INFO - Epoch [101][640/940] lr: 1.653e-01, eta: 1 day, 9:25:18, time: 1.364, data_time: 0.002, memory: 5021, top1_acc: 0.3076, top5_acc: 0.5412, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.5136 2020-07-29 10:48:50,714 - mmaction - INFO - Epoch [101][660/940] lr: 1.653e-01, eta: 1 day, 9:24:30, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3061, top5_acc: 0.5488, loss_cls: 3.2277, loss: 3.2277, grad_norm: 1.5246 2020-07-29 10:49:18,529 - mmaction - INFO - Epoch [101][680/940] lr: 1.653e-01, eta: 1 day, 9:23:42, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5395, loss_cls: 3.2695, loss: 3.2695, grad_norm: 1.5223 2020-07-29 10:49:45,890 - mmaction - INFO - Epoch [101][700/940] lr: 1.653e-01, eta: 1 day, 9:22:52, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.3057, top5_acc: 0.5367, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.5239 2020-07-29 10:50:13,435 - mmaction - INFO - Epoch [101][720/940] lr: 1.653e-01, eta: 1 day, 9:22:02, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5426, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.5220 2020-07-29 10:50:41,017 - mmaction - INFO - Epoch [101][740/940] lr: 1.653e-01, eta: 1 day, 9:21:13, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2992, top5_acc: 0.5441, loss_cls: 3.2838, loss: 3.2838, grad_norm: 1.5439 2020-07-29 10:51:08,938 - mmaction - INFO - Epoch [101][760/940] lr: 1.653e-01, eta: 1 day, 9:20:25, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.3027, top5_acc: 0.5441, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.5010 2020-07-29 10:51:36,411 - mmaction - INFO - Epoch [101][780/940] lr: 1.653e-01, eta: 1 day, 9:19:35, time: 1.373, data_time: 0.003, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5371, loss_cls: 3.2954, loss: 3.2954, grad_norm: 1.5111 2020-07-29 10:52:03,848 - mmaction - INFO - Epoch [101][800/940] lr: 1.653e-01, eta: 1 day, 9:18:46, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3074, top5_acc: 0.5391, loss_cls: 3.2735, loss: 3.2735, grad_norm: 1.5515 2020-07-29 10:52:31,060 - mmaction - INFO - Epoch [101][820/940] lr: 1.653e-01, eta: 1 day, 9:17:55, time: 1.361, data_time: 0.002, memory: 5021, top1_acc: 0.2971, top5_acc: 0.5348, loss_cls: 3.2671, loss: 3.2671, grad_norm: 1.5218 2020-07-29 10:52:58,727 - mmaction - INFO - Epoch [101][840/940] lr: 1.653e-01, eta: 1 day, 9:17:06, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3021, top5_acc: 0.5365, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.5294 2020-07-29 10:53:26,071 - mmaction - INFO - Epoch [101][860/940] lr: 1.653e-01, eta: 1 day, 9:16:17, time: 1.370, data_time: 0.006, memory: 5021, top1_acc: 0.2850, top5_acc: 0.5408, loss_cls: 3.3163, loss: 3.3163, grad_norm: 1.5144 2020-07-29 10:53:53,395 - mmaction - INFO - Epoch [101][880/940] lr: 1.653e-01, eta: 1 day, 9:15:27, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.3023, top5_acc: 0.5455, loss_cls: 3.2323, loss: 3.2323, grad_norm: 1.4759 2020-07-29 10:54:20,808 - mmaction - INFO - Epoch [101][900/940] lr: 1.653e-01, eta: 1 day, 9:14:37, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.2943, top5_acc: 0.5271, loss_cls: 3.3138, loss: 3.3138, grad_norm: 1.5282 2020-07-29 10:54:48,196 - mmaction - INFO - Epoch [101][920/940] lr: 1.653e-01, eta: 1 day, 9:13:48, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.3014, top5_acc: 0.5437, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.5266 2020-07-29 10:55:14,611 - mmaction - INFO - Epoch [101][940/940] lr: 1.653e-01, eta: 1 day, 9:12:55, time: 1.321, data_time: 0.006, memory: 5021, top1_acc: 0.2914, top5_acc: 0.5384, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.5373 2020-07-29 10:55:14,933 - mmaction - INFO - Saving checkpoint at 101 epochs 2020-07-29 11:02:21,802 - mmaction - INFO - Epoch [102][20/940] lr: 1.618e-01, eta: 1 day, 9:35:54, time: 21.286, data_time: 0.377, memory: 5021, top1_acc: 0.3012, top5_acc: 0.5648, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.5022 2020-07-29 11:02:49,640 - mmaction - INFO - Epoch [102][40/940] lr: 1.618e-01, eta: 1 day, 9:35:05, time: 1.405, data_time: 0.020, memory: 5021, top1_acc: 0.3104, top5_acc: 0.5623, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.5328 2020-07-29 11:03:17,353 - mmaction - INFO - Epoch [102][60/940] lr: 1.618e-01, eta: 1 day, 9:34:15, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.2936, top5_acc: 0.5402, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.5196 2020-07-29 11:03:45,399 - mmaction - INFO - Epoch [102][80/940] lr: 1.618e-01, eta: 1 day, 9:33:26, time: 1.402, data_time: 0.007, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5535, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.5832 2020-07-29 11:04:13,134 - mmaction - INFO - Epoch [102][100/940] lr: 1.618e-01, eta: 1 day, 9:32:37, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3018, top5_acc: 0.5375, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.5058 2020-07-29 11:04:40,943 - mmaction - INFO - Epoch [102][120/940] lr: 1.618e-01, eta: 1 day, 9:31:47, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3031, top5_acc: 0.5521, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.5544 2020-07-29 11:05:08,988 - mmaction - INFO - Epoch [102][140/940] lr: 1.618e-01, eta: 1 day, 9:30:58, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5639, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.5362 2020-07-29 11:05:36,906 - mmaction - INFO - Epoch [102][160/940] lr: 1.618e-01, eta: 1 day, 9:30:09, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.2959, top5_acc: 0.5383, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.5339 2020-07-29 11:06:04,803 - mmaction - INFO - Epoch [102][180/940] lr: 1.618e-01, eta: 1 day, 9:29:20, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5598, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.5285 2020-07-29 11:06:32,547 - mmaction - INFO - Epoch [102][200/940] lr: 1.618e-01, eta: 1 day, 9:28:31, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3057, top5_acc: 0.5508, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.5203 2020-07-29 11:07:00,449 - mmaction - INFO - Epoch [102][220/940] lr: 1.618e-01, eta: 1 day, 9:27:42, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5410, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.5365 2020-07-29 11:07:28,920 - mmaction - INFO - Epoch [102][240/940] lr: 1.618e-01, eta: 1 day, 9:26:55, time: 1.424, data_time: 0.004, memory: 5021, top1_acc: 0.3119, top5_acc: 0.5539, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.5145 2020-07-29 11:07:56,557 - mmaction - INFO - Epoch [102][260/940] lr: 1.618e-01, eta: 1 day, 9:26:05, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2949, top5_acc: 0.5363, loss_cls: 3.2961, loss: 3.2961, grad_norm: 1.5460 2020-07-29 11:08:24,694 - mmaction - INFO - Epoch [102][280/940] lr: 1.618e-01, eta: 1 day, 9:25:17, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3072, top5_acc: 0.5498, loss_cls: 3.2123, loss: 3.2123, grad_norm: 1.5339 2020-07-29 11:08:52,589 - mmaction - INFO - Epoch [102][300/940] lr: 1.618e-01, eta: 1 day, 9:24:28, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5408, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.5604 2020-07-29 11:09:20,319 - mmaction - INFO - Epoch [102][320/940] lr: 1.618e-01, eta: 1 day, 9:23:39, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.3023, top5_acc: 0.5402, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.5607 2020-07-29 11:09:48,216 - mmaction - INFO - Epoch [102][340/940] lr: 1.618e-01, eta: 1 day, 9:22:50, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.2984, top5_acc: 0.5447, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.5257 2020-07-29 11:10:16,257 - mmaction - INFO - Epoch [102][360/940] lr: 1.618e-01, eta: 1 day, 9:22:01, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3115, top5_acc: 0.5572, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.5320 2020-07-29 11:10:44,208 - mmaction - INFO - Epoch [102][380/940] lr: 1.618e-01, eta: 1 day, 9:21:13, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3063, top5_acc: 0.5584, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.5315 2020-07-29 11:11:12,230 - mmaction - INFO - Epoch [102][400/940] lr: 1.618e-01, eta: 1 day, 9:20:25, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3031, top5_acc: 0.5520, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.5544 2020-07-29 11:11:40,172 - mmaction - INFO - Epoch [102][420/940] lr: 1.618e-01, eta: 1 day, 9:19:36, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5404, loss_cls: 3.2879, loss: 3.2879, grad_norm: 1.5639 2020-07-29 11:12:08,290 - mmaction - INFO - Epoch [102][440/940] lr: 1.618e-01, eta: 1 day, 9:18:48, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.2900, top5_acc: 0.5266, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.5227 2020-07-29 11:12:36,161 - mmaction - INFO - Epoch [102][460/940] lr: 1.618e-01, eta: 1 day, 9:18:00, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3059, top5_acc: 0.5436, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.4990 2020-07-29 11:13:04,065 - mmaction - INFO - Epoch [102][480/940] lr: 1.618e-01, eta: 1 day, 9:17:11, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5480, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.5252 2020-07-29 11:13:31,880 - mmaction - INFO - Epoch [102][500/940] lr: 1.618e-01, eta: 1 day, 9:16:23, time: 1.391, data_time: 0.004, memory: 5021, top1_acc: 0.3025, top5_acc: 0.5490, loss_cls: 3.2101, loss: 3.2101, grad_norm: 1.5167 2020-07-29 11:13:59,818 - mmaction - INFO - Epoch [102][520/940] lr: 1.618e-01, eta: 1 day, 9:15:34, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3004, top5_acc: 0.5428, loss_cls: 3.2728, loss: 3.2728, grad_norm: 1.5135 2020-07-29 11:14:27,465 - mmaction - INFO - Epoch [102][540/940] lr: 1.618e-01, eta: 1 day, 9:14:45, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3010, top5_acc: 0.5477, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.5480 2020-07-29 11:14:55,107 - mmaction - INFO - Epoch [102][560/940] lr: 1.618e-01, eta: 1 day, 9:13:56, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2963, top5_acc: 0.5383, loss_cls: 3.2846, loss: 3.2846, grad_norm: 1.5934 2020-07-29 11:15:22,833 - mmaction - INFO - Epoch [102][580/940] lr: 1.618e-01, eta: 1 day, 9:13:07, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.2920, top5_acc: 0.5359, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.5123 2020-07-29 11:15:50,484 - mmaction - INFO - Epoch [102][600/940] lr: 1.618e-01, eta: 1 day, 9:12:18, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5465, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.5501 2020-07-29 11:16:18,791 - mmaction - INFO - Epoch [102][620/940] lr: 1.618e-01, eta: 1 day, 9:11:31, time: 1.418, data_time: 0.006, memory: 5021, top1_acc: 0.2939, top5_acc: 0.5521, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.5453 2020-07-29 11:16:46,402 - mmaction - INFO - Epoch [102][640/940] lr: 1.618e-01, eta: 1 day, 9:10:42, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3078, top5_acc: 0.5488, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.5196 2020-07-29 11:17:14,675 - mmaction - INFO - Epoch [102][660/940] lr: 1.618e-01, eta: 1 day, 9:09:55, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.2938, top5_acc: 0.5393, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.5260 2020-07-29 11:17:42,720 - mmaction - INFO - Epoch [102][680/940] lr: 1.618e-01, eta: 1 day, 9:09:08, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.2967, top5_acc: 0.5396, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.5205 2020-07-29 11:18:10,560 - mmaction - INFO - Epoch [102][700/940] lr: 1.618e-01, eta: 1 day, 9:08:19, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3014, top5_acc: 0.5586, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.5328 2020-07-29 11:18:38,122 - mmaction - INFO - Epoch [102][720/940] lr: 1.618e-01, eta: 1 day, 9:07:30, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.2995, loss: 3.2995, grad_norm: 1.5526 2020-07-29 11:19:06,443 - mmaction - INFO - Epoch [102][740/940] lr: 1.618e-01, eta: 1 day, 9:06:43, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5463, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.5312 2020-07-29 11:19:34,416 - mmaction - INFO - Epoch [102][760/940] lr: 1.618e-01, eta: 1 day, 9:05:56, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3014, top5_acc: 0.5539, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.5208 2020-07-29 11:20:02,151 - mmaction - INFO - Epoch [102][780/940] lr: 1.618e-01, eta: 1 day, 9:05:07, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3016, top5_acc: 0.5482, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.5443 2020-07-29 11:20:32,484 - mmaction - INFO - Epoch [102][800/940] lr: 1.618e-01, eta: 1 day, 9:04:28, time: 1.518, data_time: 0.142, memory: 5021, top1_acc: 0.3021, top5_acc: 0.5510, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.5301 2020-07-29 11:21:00,393 - mmaction - INFO - Epoch [102][820/940] lr: 1.618e-01, eta: 1 day, 9:03:40, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3018, top5_acc: 0.5492, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.5674 2020-07-29 11:21:28,051 - mmaction - INFO - Epoch [102][840/940] lr: 1.618e-01, eta: 1 day, 9:02:51, time: 1.384, data_time: 0.004, memory: 5021, top1_acc: 0.2973, top5_acc: 0.5367, loss_cls: 3.2735, loss: 3.2735, grad_norm: 1.5581 2020-07-29 11:21:55,815 - mmaction - INFO - Epoch [102][860/940] lr: 1.618e-01, eta: 1 day, 9:02:03, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3021, top5_acc: 0.5541, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.5547 2020-07-29 11:22:23,229 - mmaction - INFO - Epoch [102][880/940] lr: 1.618e-01, eta: 1 day, 9:01:14, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3090, top5_acc: 0.5590, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.5491 2020-07-29 11:22:50,585 - mmaction - INFO - Epoch [102][900/940] lr: 1.618e-01, eta: 1 day, 9:00:24, time: 1.366, data_time: 0.006, memory: 5021, top1_acc: 0.3037, top5_acc: 0.5455, loss_cls: 3.2510, loss: 3.2510, grad_norm: 1.5491 2020-07-29 11:23:18,298 - mmaction - INFO - Epoch [102][920/940] lr: 1.618e-01, eta: 1 day, 8:59:36, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5523, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.5644 2020-07-29 11:23:44,834 - mmaction - INFO - Epoch [102][940/940] lr: 1.618e-01, eta: 1 day, 8:58:44, time: 1.325, data_time: 0.006, memory: 5021, top1_acc: 0.2920, top5_acc: 0.5270, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.5908 2020-07-29 11:23:45,135 - mmaction - INFO - Saving checkpoint at 102 epochs 2020-07-29 11:26:36,129 - mmaction - INFO - Epoch [103][20/940] lr: 1.584e-01, eta: 1 day, 9:05:57, time: 8.490, data_time: 0.595, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5566, loss_cls: 3.2201, loss: 3.2201, grad_norm: 1.5250 2020-07-29 11:27:03,983 - mmaction - INFO - Epoch [103][40/940] lr: 1.584e-01, eta: 1 day, 9:05:08, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3070, top5_acc: 0.5607, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.5138 2020-07-29 11:27:31,664 - mmaction - INFO - Epoch [103][60/940] lr: 1.584e-01, eta: 1 day, 9:04:20, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.2988, top5_acc: 0.5467, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.5651 2020-07-29 11:27:59,054 - mmaction - INFO - Epoch [103][80/940] lr: 1.584e-01, eta: 1 day, 9:03:30, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.2943, top5_acc: 0.5494, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.5236 2020-07-29 11:28:26,500 - mmaction - INFO - Epoch [103][100/940] lr: 1.584e-01, eta: 1 day, 9:02:40, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3135, top5_acc: 0.5570, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.5599 2020-07-29 11:28:54,326 - mmaction - INFO - Epoch [103][120/940] lr: 1.584e-01, eta: 1 day, 9:01:52, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3037, top5_acc: 0.5508, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.5755 2020-07-29 11:29:22,171 - mmaction - INFO - Epoch [103][140/940] lr: 1.584e-01, eta: 1 day, 9:01:04, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.3045, top5_acc: 0.5549, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.5647 2020-07-29 11:29:49,954 - mmaction - INFO - Epoch [103][160/940] lr: 1.584e-01, eta: 1 day, 9:00:16, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3070, top5_acc: 0.5549, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.5437 2020-07-29 11:30:17,944 - mmaction - INFO - Epoch [103][180/940] lr: 1.584e-01, eta: 1 day, 8:59:28, time: 1.398, data_time: 0.003, memory: 5021, top1_acc: 0.3154, top5_acc: 0.5570, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.5162 2020-07-29 11:30:45,508 - mmaction - INFO - Epoch [103][200/940] lr: 1.584e-01, eta: 1 day, 8:58:39, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5475, loss_cls: 3.2399, loss: 3.2399, grad_norm: 1.5449 2020-07-29 11:31:13,278 - mmaction - INFO - Epoch [103][220/940] lr: 1.584e-01, eta: 1 day, 8:57:51, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5412, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.5269 2020-07-29 11:31:40,780 - mmaction - INFO - Epoch [103][240/940] lr: 1.584e-01, eta: 1 day, 8:57:02, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.2967, top5_acc: 0.5387, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.5811 2020-07-29 11:32:08,712 - mmaction - INFO - Epoch [103][260/940] lr: 1.584e-01, eta: 1 day, 8:56:14, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3059, top5_acc: 0.5520, loss_cls: 3.2152, loss: 3.2152, grad_norm: 1.5593 2020-07-29 11:32:36,451 - mmaction - INFO - Epoch [103][280/940] lr: 1.584e-01, eta: 1 day, 8:55:26, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.3068, top5_acc: 0.5516, loss_cls: 3.2253, loss: 3.2253, grad_norm: 1.5708 2020-07-29 11:33:04,187 - mmaction - INFO - Epoch [103][300/940] lr: 1.584e-01, eta: 1 day, 8:54:38, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5418, loss_cls: 3.2744, loss: 3.2744, grad_norm: 1.5745 2020-07-29 11:33:31,913 - mmaction - INFO - Epoch [103][320/940] lr: 1.584e-01, eta: 1 day, 8:53:50, time: 1.386, data_time: 0.007, memory: 5021, top1_acc: 0.2984, top5_acc: 0.5465, loss_cls: 3.2508, loss: 3.2508, grad_norm: 1.5247 2020-07-29 11:33:59,353 - mmaction - INFO - Epoch [103][340/940] lr: 1.584e-01, eta: 1 day, 8:53:01, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.5349 2020-07-29 11:34:26,928 - mmaction - INFO - Epoch [103][360/940] lr: 1.584e-01, eta: 1 day, 8:52:12, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3111, top5_acc: 0.5590, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.5280 2020-07-29 11:34:54,399 - mmaction - INFO - Epoch [103][380/940] lr: 1.584e-01, eta: 1 day, 8:51:23, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3080, top5_acc: 0.5541, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.5705 2020-07-29 11:35:22,469 - mmaction - INFO - Epoch [103][400/940] lr: 1.584e-01, eta: 1 day, 8:50:36, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5611, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.5726 2020-07-29 11:35:50,311 - mmaction - INFO - Epoch [103][420/940] lr: 1.584e-01, eta: 1 day, 8:49:49, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3063, top5_acc: 0.5607, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.5785 2020-07-29 11:36:17,761 - mmaction - INFO - Epoch [103][440/940] lr: 1.584e-01, eta: 1 day, 8:49:00, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.3035, top5_acc: 0.5578, loss_cls: 3.2273, loss: 3.2273, grad_norm: 1.5885 2020-07-29 11:36:45,470 - mmaction - INFO - Epoch [103][460/940] lr: 1.584e-01, eta: 1 day, 8:48:12, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3033, top5_acc: 0.5590, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.6034 2020-07-29 11:37:12,854 - mmaction - INFO - Epoch [103][480/940] lr: 1.584e-01, eta: 1 day, 8:47:23, time: 1.370, data_time: 0.004, memory: 5021, top1_acc: 0.3072, top5_acc: 0.5570, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.5643 2020-07-29 11:37:40,454 - mmaction - INFO - Epoch [103][500/940] lr: 1.584e-01, eta: 1 day, 8:46:35, time: 1.378, data_time: 0.004, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5422, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.5676 2020-07-29 11:38:07,974 - mmaction - INFO - Epoch [103][520/940] lr: 1.584e-01, eta: 1 day, 8:45:46, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5479, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.5721 2020-07-29 11:38:35,899 - mmaction - INFO - Epoch [103][540/940] lr: 1.584e-01, eta: 1 day, 8:44:59, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3004, top5_acc: 0.5529, loss_cls: 3.2632, loss: 3.2632, grad_norm: 1.5762 2020-07-29 11:39:03,659 - mmaction - INFO - Epoch [103][560/940] lr: 1.584e-01, eta: 1 day, 8:44:11, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.5765 2020-07-29 11:39:31,558 - mmaction - INFO - Epoch [103][580/940] lr: 1.584e-01, eta: 1 day, 8:43:24, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5484, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.5528 2020-07-29 11:39:59,118 - mmaction - INFO - Epoch [103][600/940] lr: 1.584e-01, eta: 1 day, 8:42:36, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3004, top5_acc: 0.5414, loss_cls: 3.2311, loss: 3.2311, grad_norm: 1.5450 2020-07-29 11:40:27,107 - mmaction - INFO - Epoch [103][620/940] lr: 1.584e-01, eta: 1 day, 8:41:49, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3074, top5_acc: 0.5537, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.5658 2020-07-29 11:40:55,314 - mmaction - INFO - Epoch [103][640/940] lr: 1.584e-01, eta: 1 day, 8:41:03, time: 1.410, data_time: 0.002, memory: 5021, top1_acc: 0.3068, top5_acc: 0.5492, loss_cls: 3.2545, loss: 3.2545, grad_norm: 1.5692 2020-07-29 11:41:22,918 - mmaction - INFO - Epoch [103][660/940] lr: 1.584e-01, eta: 1 day, 8:40:15, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5535, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.5545 2020-07-29 11:41:50,450 - mmaction - INFO - Epoch [103][680/940] lr: 1.584e-01, eta: 1 day, 8:39:27, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.5473 2020-07-29 11:42:18,209 - mmaction - INFO - Epoch [103][700/940] lr: 1.584e-01, eta: 1 day, 8:38:40, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.3029, top5_acc: 0.5564, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.6030 2020-07-29 11:42:45,861 - mmaction - INFO - Epoch [103][720/940] lr: 1.584e-01, eta: 1 day, 8:37:52, time: 1.382, data_time: 0.007, memory: 5021, top1_acc: 0.3104, top5_acc: 0.5555, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.5696 2020-07-29 11:43:13,393 - mmaction - INFO - Epoch [103][740/940] lr: 1.584e-01, eta: 1 day, 8:37:04, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5492, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.5573 2020-07-29 11:43:41,098 - mmaction - INFO - Epoch [103][760/940] lr: 1.584e-01, eta: 1 day, 8:36:17, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3049, top5_acc: 0.5477, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.5584 2020-07-29 11:44:08,682 - mmaction - INFO - Epoch [103][780/940] lr: 1.584e-01, eta: 1 day, 8:35:29, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.2936, top5_acc: 0.5348, loss_cls: 3.3206, loss: 3.3206, grad_norm: 1.5615 2020-07-29 11:44:36,376 - mmaction - INFO - Epoch [103][800/940] lr: 1.584e-01, eta: 1 day, 8:34:41, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3070, top5_acc: 0.5396, loss_cls: 3.2532, loss: 3.2532, grad_norm: 1.5347 2020-07-29 11:45:04,225 - mmaction - INFO - Epoch [103][820/940] lr: 1.584e-01, eta: 1 day, 8:33:55, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3012, top5_acc: 0.5533, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.5442 2020-07-29 11:45:31,625 - mmaction - INFO - Epoch [103][840/940] lr: 1.584e-01, eta: 1 day, 8:33:06, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.2971, top5_acc: 0.5570, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.5691 2020-07-29 11:45:59,229 - mmaction - INFO - Epoch [103][860/940] lr: 1.584e-01, eta: 1 day, 8:32:19, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3008, top5_acc: 0.5563, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.5371 2020-07-29 11:46:26,912 - mmaction - INFO - Epoch [103][880/940] lr: 1.584e-01, eta: 1 day, 8:31:32, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3059, top5_acc: 0.5512, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.6039 2020-07-29 11:46:54,401 - mmaction - INFO - Epoch [103][900/940] lr: 1.584e-01, eta: 1 day, 8:30:44, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5547, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.5637 2020-07-29 11:47:22,089 - mmaction - INFO - Epoch [103][920/940] lr: 1.584e-01, eta: 1 day, 8:29:56, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3064, top5_acc: 0.5455, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.5577 2020-07-29 11:47:48,534 - mmaction - INFO - Epoch [103][940/940] lr: 1.584e-01, eta: 1 day, 8:29:05, time: 1.321, data_time: 0.005, memory: 5021, top1_acc: 0.2979, top5_acc: 0.5457, loss_cls: 3.2817, loss: 3.2817, grad_norm: 1.5626 2020-07-29 11:47:48,893 - mmaction - INFO - Saving checkpoint at 103 epochs 2020-07-29 11:50:37,093 - mmaction - INFO - Epoch [104][20/940] lr: 1.550e-01, eta: 1 day, 8:35:45, time: 8.363, data_time: 0.365, memory: 5021, top1_acc: 0.2977, top5_acc: 0.5424, loss_cls: 3.2738, loss: 3.2738, grad_norm: 1.5775 2020-07-29 11:51:04,572 - mmaction - INFO - Epoch [104][40/940] lr: 1.550e-01, eta: 1 day, 8:34:57, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5367, loss_cls: 3.2767, loss: 3.2767, grad_norm: 1.5448 2020-07-29 11:51:32,126 - mmaction - INFO - Epoch [104][60/940] lr: 1.550e-01, eta: 1 day, 8:34:09, time: 1.376, data_time: 0.004, memory: 5021, top1_acc: 0.3184, top5_acc: 0.5533, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.5529 2020-07-29 11:51:59,678 - mmaction - INFO - Epoch [104][80/940] lr: 1.550e-01, eta: 1 day, 8:33:21, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3072, top5_acc: 0.5527, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.5595 2020-07-29 11:52:27,473 - mmaction - INFO - Epoch [104][100/940] lr: 1.550e-01, eta: 1 day, 8:32:34, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.3109, top5_acc: 0.5592, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.5735 2020-07-29 11:52:55,531 - mmaction - INFO - Epoch [104][120/940] lr: 1.550e-01, eta: 1 day, 8:31:48, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5621, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.5699 2020-07-29 11:53:23,386 - mmaction - INFO - Epoch [104][140/940] lr: 1.550e-01, eta: 1 day, 8:31:01, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3121, top5_acc: 0.5545, loss_cls: 3.1854, loss: 3.1854, grad_norm: 1.6092 2020-07-29 11:53:51,175 - mmaction - INFO - Epoch [104][160/940] lr: 1.550e-01, eta: 1 day, 8:30:14, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3002, top5_acc: 0.5375, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.5742 2020-07-29 11:54:19,103 - mmaction - INFO - Epoch [104][180/940] lr: 1.550e-01, eta: 1 day, 8:29:27, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5525, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.5828 2020-07-29 11:54:47,084 - mmaction - INFO - Epoch [104][200/940] lr: 1.550e-01, eta: 1 day, 8:28:40, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5463, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.5504 2020-07-29 11:55:14,968 - mmaction - INFO - Epoch [104][220/940] lr: 1.550e-01, eta: 1 day, 8:27:54, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3037, top5_acc: 0.5496, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.5683 2020-07-29 11:55:42,800 - mmaction - INFO - Epoch [104][240/940] lr: 1.550e-01, eta: 1 day, 8:27:07, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.3029, top5_acc: 0.5443, loss_cls: 3.2521, loss: 3.2521, grad_norm: 1.5572 2020-07-29 11:56:10,545 - mmaction - INFO - Epoch [104][260/940] lr: 1.550e-01, eta: 1 day, 8:26:20, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5375, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.5437 2020-07-29 11:56:38,210 - mmaction - INFO - Epoch [104][280/940] lr: 1.550e-01, eta: 1 day, 8:25:33, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3012, top5_acc: 0.5512, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.5962 2020-07-29 11:57:06,267 - mmaction - INFO - Epoch [104][300/940] lr: 1.550e-01, eta: 1 day, 8:24:47, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5492, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.5717 2020-07-29 11:57:34,328 - mmaction - INFO - Epoch [104][320/940] lr: 1.550e-01, eta: 1 day, 8:24:01, time: 1.401, data_time: 0.004, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5516, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.5530 2020-07-29 11:58:02,283 - mmaction - INFO - Epoch [104][340/940] lr: 1.550e-01, eta: 1 day, 8:23:14, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3156, top5_acc: 0.5547, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.5839 2020-07-29 11:58:30,116 - mmaction - INFO - Epoch [104][360/940] lr: 1.550e-01, eta: 1 day, 8:22:28, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.3023, top5_acc: 0.5443, loss_cls: 3.2686, loss: 3.2686, grad_norm: 1.5668 2020-07-29 11:58:57,734 - mmaction - INFO - Epoch [104][380/940] lr: 1.550e-01, eta: 1 day, 8:21:41, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.2945, top5_acc: 0.5453, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.5700 2020-07-29 11:59:25,781 - mmaction - INFO - Epoch [104][400/940] lr: 1.550e-01, eta: 1 day, 8:20:55, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.5735 2020-07-29 11:59:53,598 - mmaction - INFO - Epoch [104][420/940] lr: 1.550e-01, eta: 1 day, 8:20:08, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.2994, top5_acc: 0.5410, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.5540 2020-07-29 12:00:27,140 - mmaction - INFO - Epoch [104][440/940] lr: 1.550e-01, eta: 1 day, 8:19:39, time: 1.665, data_time: 0.005, memory: 5021, top1_acc: 0.3051, top5_acc: 0.5629, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.5319 2020-07-29 12:00:55,296 - mmaction - INFO - Epoch [104][460/940] lr: 1.550e-01, eta: 1 day, 8:18:54, time: 1.418, data_time: 0.017, memory: 5021, top1_acc: 0.3123, top5_acc: 0.5480, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.5349 2020-07-29 12:01:23,491 - mmaction - INFO - Epoch [104][480/940] lr: 1.550e-01, eta: 1 day, 8:18:09, time: 1.409, data_time: 0.007, memory: 5021, top1_acc: 0.3014, top5_acc: 0.5561, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.5573 2020-07-29 12:01:51,567 - mmaction - INFO - Epoch [104][500/940] lr: 1.550e-01, eta: 1 day, 8:17:23, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3115, top5_acc: 0.5553, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.5778 2020-07-29 12:02:19,292 - mmaction - INFO - Epoch [104][520/940] lr: 1.550e-01, eta: 1 day, 8:16:36, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3043, top5_acc: 0.5504, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.5927 2020-07-29 12:02:47,030 - mmaction - INFO - Epoch [104][540/940] lr: 1.550e-01, eta: 1 day, 8:15:50, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5633, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.5659 2020-07-29 12:03:15,326 - mmaction - INFO - Epoch [104][560/940] lr: 1.550e-01, eta: 1 day, 8:15:05, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.2947, top5_acc: 0.5439, loss_cls: 3.2682, loss: 3.2682, grad_norm: 1.5321 2020-07-29 12:03:43,489 - mmaction - INFO - Epoch [104][580/940] lr: 1.550e-01, eta: 1 day, 8:14:19, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.2980, top5_acc: 0.5475, loss_cls: 3.2523, loss: 3.2523, grad_norm: 1.5631 2020-07-29 12:04:11,421 - mmaction - INFO - Epoch [104][600/940] lr: 1.550e-01, eta: 1 day, 8:13:34, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.3184, top5_acc: 0.5566, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.5460 2020-07-29 12:04:39,298 - mmaction - INFO - Epoch [104][620/940] lr: 1.550e-01, eta: 1 day, 8:12:47, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3170, top5_acc: 0.5611, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.5505 2020-07-29 12:05:06,901 - mmaction - INFO - Epoch [104][640/940] lr: 1.550e-01, eta: 1 day, 8:12:01, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3084, top5_acc: 0.5592, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.5934 2020-07-29 12:05:34,398 - mmaction - INFO - Epoch [104][660/940] lr: 1.550e-01, eta: 1 day, 8:11:13, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3186, top5_acc: 0.5502, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.5937 2020-07-29 12:06:02,065 - mmaction - INFO - Epoch [104][680/940] lr: 1.550e-01, eta: 1 day, 8:10:27, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.3066, top5_acc: 0.5512, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.5430 2020-07-29 12:06:29,798 - mmaction - INFO - Epoch [104][700/940] lr: 1.550e-01, eta: 1 day, 8:09:40, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3111, top5_acc: 0.5451, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.5466 2020-07-29 12:06:57,486 - mmaction - INFO - Epoch [104][720/940] lr: 1.550e-01, eta: 1 day, 8:08:54, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3000, top5_acc: 0.5537, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.5778 2020-07-29 12:07:25,215 - mmaction - INFO - Epoch [104][740/940] lr: 1.550e-01, eta: 1 day, 8:08:07, time: 1.387, data_time: 0.003, memory: 5021, top1_acc: 0.3078, top5_acc: 0.5590, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.5697 2020-07-29 12:07:52,918 - mmaction - INFO - Epoch [104][760/940] lr: 1.550e-01, eta: 1 day, 8:07:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3021, top5_acc: 0.5564, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.6019 2020-07-29 12:08:20,428 - mmaction - INFO - Epoch [104][780/940] lr: 1.550e-01, eta: 1 day, 8:06:34, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3105, top5_acc: 0.5602, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.5293 2020-07-29 12:08:47,868 - mmaction - INFO - Epoch [104][800/940] lr: 1.550e-01, eta: 1 day, 8:05:47, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3105, top5_acc: 0.5545, loss_cls: 3.2199, loss: 3.2199, grad_norm: 1.5782 2020-07-29 12:09:15,784 - mmaction - INFO - Epoch [104][820/940] lr: 1.550e-01, eta: 1 day, 8:05:01, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3150, top5_acc: 0.5576, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.5560 2020-07-29 12:09:43,071 - mmaction - INFO - Epoch [104][840/940] lr: 1.550e-01, eta: 1 day, 8:04:14, time: 1.367, data_time: 0.006, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5561, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.5749 2020-07-29 12:10:10,671 - mmaction - INFO - Epoch [104][860/940] lr: 1.550e-01, eta: 1 day, 8:03:27, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.2984, top5_acc: 0.5385, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.5550 2020-07-29 12:10:38,384 - mmaction - INFO - Epoch [104][880/940] lr: 1.550e-01, eta: 1 day, 8:02:41, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3037, top5_acc: 0.5408, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.5719 2020-07-29 12:11:05,893 - mmaction - INFO - Epoch [104][900/940] lr: 1.550e-01, eta: 1 day, 8:01:54, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3117, top5_acc: 0.5451, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.5726 2020-07-29 12:11:33,877 - mmaction - INFO - Epoch [104][920/940] lr: 1.550e-01, eta: 1 day, 8:01:09, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3057, top5_acc: 0.5695, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.6003 2020-07-29 12:12:00,261 - mmaction - INFO - Epoch [104][940/940] lr: 1.550e-01, eta: 1 day, 8:00:19, time: 1.321, data_time: 0.005, memory: 5021, top1_acc: 0.2983, top5_acc: 0.5420, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.5861 2020-07-29 12:12:00,687 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-29 12:17:12,584 - mmaction - INFO - Epoch [105][20/940] lr: 1.516e-01, eta: 1 day, 8:13:52, time: 15.539, data_time: 0.572, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5488, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.5658 2020-07-29 12:17:40,133 - mmaction - INFO - Epoch [105][40/940] lr: 1.516e-01, eta: 1 day, 8:13:05, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3158, top5_acc: 0.5557, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.5773 2020-07-29 12:18:07,691 - mmaction - INFO - Epoch [105][60/940] lr: 1.516e-01, eta: 1 day, 8:12:17, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5580, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.5468 2020-07-29 12:18:35,308 - mmaction - INFO - Epoch [105][80/940] lr: 1.516e-01, eta: 1 day, 8:11:30, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.5554 2020-07-29 12:19:02,978 - mmaction - INFO - Epoch [105][100/940] lr: 1.516e-01, eta: 1 day, 8:10:43, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3121, top5_acc: 0.5518, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.5757 2020-07-29 12:19:31,047 - mmaction - INFO - Epoch [105][120/940] lr: 1.516e-01, eta: 1 day, 8:09:57, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3074, top5_acc: 0.5592, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.5837 2020-07-29 12:19:58,401 - mmaction - INFO - Epoch [105][140/940] lr: 1.516e-01, eta: 1 day, 8:09:09, time: 1.368, data_time: 0.002, memory: 5021, top1_acc: 0.3051, top5_acc: 0.5578, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.6038 2020-07-29 12:20:26,790 - mmaction - INFO - Epoch [105][160/940] lr: 1.516e-01, eta: 1 day, 8:08:25, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.3045, top5_acc: 0.5488, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.5619 2020-07-29 12:20:54,564 - mmaction - INFO - Epoch [105][180/940] lr: 1.516e-01, eta: 1 day, 8:07:38, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3096, top5_acc: 0.5586, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.5815 2020-07-29 12:21:22,546 - mmaction - INFO - Epoch [105][200/940] lr: 1.516e-01, eta: 1 day, 8:06:52, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5641, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.5975 2020-07-29 12:21:50,302 - mmaction - INFO - Epoch [105][220/940] lr: 1.516e-01, eta: 1 day, 8:06:06, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5502, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.5960 2020-07-29 12:22:18,117 - mmaction - INFO - Epoch [105][240/940] lr: 1.516e-01, eta: 1 day, 8:05:19, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3057, top5_acc: 0.5596, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.5484 2020-07-29 12:22:45,663 - mmaction - INFO - Epoch [105][260/940] lr: 1.516e-01, eta: 1 day, 8:04:32, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5590, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.5864 2020-07-29 12:23:13,435 - mmaction - INFO - Epoch [105][280/940] lr: 1.516e-01, eta: 1 day, 8:03:46, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3006, top5_acc: 0.5467, loss_cls: 3.2351, loss: 3.2351, grad_norm: 1.5976 2020-07-29 12:23:41,354 - mmaction - INFO - Epoch [105][300/940] lr: 1.516e-01, eta: 1 day, 8:03:00, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.2984, top5_acc: 0.5459, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.5844 2020-07-29 12:24:08,875 - mmaction - INFO - Epoch [105][320/940] lr: 1.516e-01, eta: 1 day, 8:02:13, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3172, top5_acc: 0.5557, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.5792 2020-07-29 12:24:36,904 - mmaction - INFO - Epoch [105][340/940] lr: 1.516e-01, eta: 1 day, 8:01:27, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3094, top5_acc: 0.5611, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.5545 2020-07-29 12:25:04,742 - mmaction - INFO - Epoch [105][360/940] lr: 1.516e-01, eta: 1 day, 8:00:41, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3197, top5_acc: 0.5475, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.5702 2020-07-29 12:25:32,353 - mmaction - INFO - Epoch [105][380/940] lr: 1.516e-01, eta: 1 day, 7:59:54, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5543, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.5956 2020-07-29 12:26:00,042 - mmaction - INFO - Epoch [105][400/940] lr: 1.516e-01, eta: 1 day, 7:59:08, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5574, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.5666 2020-07-29 12:26:27,649 - mmaction - INFO - Epoch [105][420/940] lr: 1.516e-01, eta: 1 day, 7:58:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3139, top5_acc: 0.5459, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.5591 2020-07-29 12:26:55,282 - mmaction - INFO - Epoch [105][440/940] lr: 1.516e-01, eta: 1 day, 7:57:34, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3244, top5_acc: 0.5723, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.5808 2020-07-29 12:27:22,788 - mmaction - INFO - Epoch [105][460/940] lr: 1.516e-01, eta: 1 day, 7:56:47, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3092, top5_acc: 0.5631, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.5981 2020-07-29 12:27:50,816 - mmaction - INFO - Epoch [105][480/940] lr: 1.516e-01, eta: 1 day, 7:56:02, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5709, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.5765 2020-07-29 12:28:18,491 - mmaction - INFO - Epoch [105][500/940] lr: 1.516e-01, eta: 1 day, 7:55:16, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3311, top5_acc: 0.5672, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6018 2020-07-29 12:28:46,040 - mmaction - INFO - Epoch [105][520/940] lr: 1.516e-01, eta: 1 day, 7:54:29, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.3061, top5_acc: 0.5539, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.5668 2020-07-29 12:29:13,558 - mmaction - INFO - Epoch [105][540/940] lr: 1.516e-01, eta: 1 day, 7:53:42, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3111, top5_acc: 0.5625, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.5717 2020-07-29 12:29:41,343 - mmaction - INFO - Epoch [105][560/940] lr: 1.516e-01, eta: 1 day, 7:52:56, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3061, top5_acc: 0.5508, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.5722 2020-07-29 12:30:09,271 - mmaction - INFO - Epoch [105][580/940] lr: 1.516e-01, eta: 1 day, 7:52:11, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.3064, top5_acc: 0.5512, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.5938 2020-07-29 12:30:36,573 - mmaction - INFO - Epoch [105][600/940] lr: 1.516e-01, eta: 1 day, 7:51:23, time: 1.365, data_time: 0.002, memory: 5021, top1_acc: 0.3111, top5_acc: 0.5582, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.5815 2020-07-29 12:31:04,396 - mmaction - INFO - Epoch [105][620/940] lr: 1.516e-01, eta: 1 day, 7:50:38, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3078, top5_acc: 0.5598, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.5965 2020-07-29 12:31:32,008 - mmaction - INFO - Epoch [105][640/940] lr: 1.516e-01, eta: 1 day, 7:49:51, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.3094, top5_acc: 0.5467, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.5765 2020-07-29 12:31:59,394 - mmaction - INFO - Epoch [105][660/940] lr: 1.516e-01, eta: 1 day, 7:49:04, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5570, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.5744 2020-07-29 12:32:27,125 - mmaction - INFO - Epoch [105][680/940] lr: 1.516e-01, eta: 1 day, 7:48:18, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3256, top5_acc: 0.5639, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.5790 2020-07-29 12:32:54,802 - mmaction - INFO - Epoch [105][700/940] lr: 1.516e-01, eta: 1 day, 7:47:32, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3021, top5_acc: 0.5521, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.5991 2020-07-29 12:33:22,760 - mmaction - INFO - Epoch [105][720/940] lr: 1.516e-01, eta: 1 day, 7:46:47, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.2973, top5_acc: 0.5400, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.5632 2020-07-29 12:33:50,903 - mmaction - INFO - Epoch [105][740/940] lr: 1.516e-01, eta: 1 day, 7:46:02, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3096, top5_acc: 0.5543, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.5671 2020-07-29 12:34:18,294 - mmaction - INFO - Epoch [105][760/940] lr: 1.516e-01, eta: 1 day, 7:45:16, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5514, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.5828 2020-07-29 12:34:45,997 - mmaction - INFO - Epoch [105][780/940] lr: 1.516e-01, eta: 1 day, 7:44:30, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3070, top5_acc: 0.5563, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.6135 2020-07-29 12:35:13,993 - mmaction - INFO - Epoch [105][800/940] lr: 1.516e-01, eta: 1 day, 7:43:45, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3078, top5_acc: 0.5467, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.5964 2020-07-29 12:35:41,866 - mmaction - INFO - Epoch [105][820/940] lr: 1.516e-01, eta: 1 day, 7:43:00, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3035, top5_acc: 0.5482, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.5395 2020-07-29 12:36:09,383 - mmaction - INFO - Epoch [105][840/940] lr: 1.516e-01, eta: 1 day, 7:42:13, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5727, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.5871 2020-07-29 12:36:36,818 - mmaction - INFO - Epoch [105][860/940] lr: 1.516e-01, eta: 1 day, 7:41:27, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3049, top5_acc: 0.5541, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.6126 2020-07-29 12:37:04,149 - mmaction - INFO - Epoch [105][880/940] lr: 1.516e-01, eta: 1 day, 7:40:40, time: 1.366, data_time: 0.006, memory: 5021, top1_acc: 0.3043, top5_acc: 0.5547, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.5671 2020-07-29 12:37:31,828 - mmaction - INFO - Epoch [105][900/940] lr: 1.516e-01, eta: 1 day, 7:39:54, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.5734 2020-07-29 12:37:59,425 - mmaction - INFO - Epoch [105][920/940] lr: 1.516e-01, eta: 1 day, 7:39:08, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3139, top5_acc: 0.5490, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.5951 2020-07-29 12:38:25,658 - mmaction - INFO - Epoch [105][940/940] lr: 1.516e-01, eta: 1 day, 7:38:18, time: 1.313, data_time: 0.007, memory: 5021, top1_acc: 0.3011, top5_acc: 0.5483, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.5928 2020-07-29 12:38:25,928 - mmaction - INFO - Saving checkpoint at 105 epochs 2020-07-29 12:41:28,320 - mmaction - INFO - Epoch [106][20/940] lr: 1.482e-01, eta: 1 day, 7:44:55, time: 9.064, data_time: 0.341, memory: 5021, top1_acc: 0.3041, top5_acc: 0.5494, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.5670 2020-07-29 12:41:55,732 - mmaction - INFO - Epoch [106][40/940] lr: 1.482e-01, eta: 1 day, 7:44:08, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.3076, top5_acc: 0.5486, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.5813 2020-07-29 12:42:23,135 - mmaction - INFO - Epoch [106][60/940] lr: 1.482e-01, eta: 1 day, 7:43:21, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.3121, top5_acc: 0.5645, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.6045 2020-07-29 12:42:50,557 - mmaction - INFO - Epoch [106][80/940] lr: 1.482e-01, eta: 1 day, 7:42:35, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5574, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.5908 2020-07-29 12:43:18,360 - mmaction - INFO - Epoch [106][100/940] lr: 1.482e-01, eta: 1 day, 7:41:49, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3193, top5_acc: 0.5568, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.5800 2020-07-29 12:43:46,074 - mmaction - INFO - Epoch [106][120/940] lr: 1.482e-01, eta: 1 day, 7:41:03, time: 1.384, data_time: 0.004, memory: 5021, top1_acc: 0.3191, top5_acc: 0.5600, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.5836 2020-07-29 12:44:13,680 - mmaction - INFO - Epoch [106][140/940] lr: 1.482e-01, eta: 1 day, 7:40:17, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3201, top5_acc: 0.5592, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.5759 2020-07-29 12:44:41,595 - mmaction - INFO - Epoch [106][160/940] lr: 1.482e-01, eta: 1 day, 7:39:32, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3043, top5_acc: 0.5553, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.5759 2020-07-29 12:45:09,345 - mmaction - INFO - Epoch [106][180/940] lr: 1.482e-01, eta: 1 day, 7:38:46, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3172, top5_acc: 0.5645, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.5815 2020-07-29 12:45:37,244 - mmaction - INFO - Epoch [106][200/940] lr: 1.482e-01, eta: 1 day, 7:38:01, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5527, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.5797 2020-07-29 12:46:05,445 - mmaction - INFO - Epoch [106][220/940] lr: 1.482e-01, eta: 1 day, 7:37:16, time: 1.411, data_time: 0.007, memory: 5021, top1_acc: 0.3143, top5_acc: 0.5541, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.5665 2020-07-29 12:46:33,214 - mmaction - INFO - Epoch [106][240/940] lr: 1.482e-01, eta: 1 day, 7:36:31, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5568, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.5940 2020-07-29 12:47:01,329 - mmaction - INFO - Epoch [106][260/940] lr: 1.482e-01, eta: 1 day, 7:35:46, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3295, top5_acc: 0.5717, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.5842 2020-07-29 12:47:30,249 - mmaction - INFO - Epoch [106][280/940] lr: 1.482e-01, eta: 1 day, 7:35:04, time: 1.448, data_time: 0.005, memory: 5021, top1_acc: 0.3127, top5_acc: 0.5617, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.6496 2020-07-29 12:47:57,733 - mmaction - INFO - Epoch [106][300/940] lr: 1.482e-01, eta: 1 day, 7:34:18, time: 1.373, data_time: 0.006, memory: 5021, top1_acc: 0.3004, top5_acc: 0.5555, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.5985 2020-07-29 12:48:25,403 - mmaction - INFO - Epoch [106][320/940] lr: 1.482e-01, eta: 1 day, 7:33:32, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3049, top5_acc: 0.5510, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.5734 2020-07-29 12:48:53,036 - mmaction - INFO - Epoch [106][340/940] lr: 1.482e-01, eta: 1 day, 7:32:46, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3027, top5_acc: 0.5529, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.6004 2020-07-29 12:49:20,679 - mmaction - INFO - Epoch [106][360/940] lr: 1.482e-01, eta: 1 day, 7:32:00, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3137, top5_acc: 0.5607, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.5311 2020-07-29 12:49:48,928 - mmaction - INFO - Epoch [106][380/940] lr: 1.482e-01, eta: 1 day, 7:31:16, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.2996, top5_acc: 0.5455, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.6202 2020-07-29 12:50:16,795 - mmaction - INFO - Epoch [106][400/940] lr: 1.482e-01, eta: 1 day, 7:30:31, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3090, top5_acc: 0.5555, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.5807 2020-07-29 12:50:44,490 - mmaction - INFO - Epoch [106][420/940] lr: 1.482e-01, eta: 1 day, 7:29:46, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3049, top5_acc: 0.5559, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.6124 2020-07-29 12:51:12,069 - mmaction - INFO - Epoch [106][440/940] lr: 1.482e-01, eta: 1 day, 7:29:00, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.2980, top5_acc: 0.5439, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.5587 2020-07-29 12:51:39,667 - mmaction - INFO - Epoch [106][460/940] lr: 1.482e-01, eta: 1 day, 7:28:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5533, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.5799 2020-07-29 12:52:07,352 - mmaction - INFO - Epoch [106][480/940] lr: 1.482e-01, eta: 1 day, 7:27:29, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3195, top5_acc: 0.5668, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.5757 2020-07-29 12:52:34,975 - mmaction - INFO - Epoch [106][500/940] lr: 1.482e-01, eta: 1 day, 7:26:43, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3123, top5_acc: 0.5619, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.5979 2020-07-29 12:53:02,641 - mmaction - INFO - Epoch [106][520/940] lr: 1.482e-01, eta: 1 day, 7:25:58, time: 1.386, data_time: 0.007, memory: 5021, top1_acc: 0.3109, top5_acc: 0.5541, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.5867 2020-07-29 12:53:30,301 - mmaction - INFO - Epoch [106][540/940] lr: 1.482e-01, eta: 1 day, 7:25:12, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3096, top5_acc: 0.5541, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.5828 2020-07-29 12:53:57,716 - mmaction - INFO - Epoch [106][560/940] lr: 1.482e-01, eta: 1 day, 7:24:26, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.2975, top5_acc: 0.5463, loss_cls: 3.2586, loss: 3.2586, grad_norm: 1.6039 2020-07-29 12:54:25,158 - mmaction - INFO - Epoch [106][580/940] lr: 1.482e-01, eta: 1 day, 7:23:40, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.3047, top5_acc: 0.5482, loss_cls: 3.2399, loss: 3.2399, grad_norm: 1.5902 2020-07-29 12:54:52,641 - mmaction - INFO - Epoch [106][600/940] lr: 1.482e-01, eta: 1 day, 7:22:54, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3066, top5_acc: 0.5473, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.5738 2020-07-29 12:55:21,031 - mmaction - INFO - Epoch [106][620/940] lr: 1.482e-01, eta: 1 day, 7:22:11, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.3207, top5_acc: 0.5525, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.5766 2020-07-29 12:55:48,474 - mmaction - INFO - Epoch [106][640/940] lr: 1.482e-01, eta: 1 day, 7:21:25, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.3121, top5_acc: 0.5535, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.5581 2020-07-29 12:56:16,193 - mmaction - INFO - Epoch [106][660/940] lr: 1.482e-01, eta: 1 day, 7:20:40, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5637, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.6066 2020-07-29 12:56:43,815 - mmaction - INFO - Epoch [106][680/940] lr: 1.482e-01, eta: 1 day, 7:19:55, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5611, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.6329 2020-07-29 12:57:11,622 - mmaction - INFO - Epoch [106][700/940] lr: 1.482e-01, eta: 1 day, 7:19:10, time: 1.388, data_time: 0.004, memory: 5021, top1_acc: 0.3131, top5_acc: 0.5564, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.6055 2020-07-29 12:57:39,275 - mmaction - INFO - Epoch [106][720/940] lr: 1.482e-01, eta: 1 day, 7:18:24, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.5883 2020-07-29 12:58:07,184 - mmaction - INFO - Epoch [106][740/940] lr: 1.482e-01, eta: 1 day, 7:17:40, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3119, top5_acc: 0.5547, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.6343 2020-07-29 12:58:34,914 - mmaction - INFO - Epoch [106][760/940] lr: 1.482e-01, eta: 1 day, 7:16:55, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3137, top5_acc: 0.5582, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.5775 2020-07-29 12:59:02,579 - mmaction - INFO - Epoch [106][780/940] lr: 1.482e-01, eta: 1 day, 7:16:10, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3064, top5_acc: 0.5518, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.5995 2020-07-29 12:59:30,368 - mmaction - INFO - Epoch [106][800/940] lr: 1.482e-01, eta: 1 day, 7:15:25, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.3064, top5_acc: 0.5514, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.5906 2020-07-29 12:59:58,155 - mmaction - INFO - Epoch [106][820/940] lr: 1.482e-01, eta: 1 day, 7:14:40, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3172, top5_acc: 0.5621, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.5927 2020-07-29 13:00:29,828 - mmaction - INFO - Epoch [106][840/940] lr: 1.482e-01, eta: 1 day, 7:14:06, time: 1.581, data_time: 0.006, memory: 5021, top1_acc: 0.3070, top5_acc: 0.5551, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.6378 2020-07-29 13:00:57,606 - mmaction - INFO - Epoch [106][860/940] lr: 1.482e-01, eta: 1 day, 7:13:22, time: 1.392, data_time: 0.018, memory: 5021, top1_acc: 0.2988, top5_acc: 0.5545, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.6320 2020-07-29 13:01:25,462 - mmaction - INFO - Epoch [106][880/940] lr: 1.482e-01, eta: 1 day, 7:12:38, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5654, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.5845 2020-07-29 13:01:53,145 - mmaction - INFO - Epoch [106][900/940] lr: 1.482e-01, eta: 1 day, 7:11:53, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3182, top5_acc: 0.5639, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.6011 2020-07-29 13:02:20,514 - mmaction - INFO - Epoch [106][920/940] lr: 1.482e-01, eta: 1 day, 7:11:07, time: 1.369, data_time: 0.003, memory: 5021, top1_acc: 0.3080, top5_acc: 0.5586, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.6058 2020-07-29 13:02:47,106 - mmaction - INFO - Epoch [106][940/940] lr: 1.482e-01, eta: 1 day, 7:10:19, time: 1.328, data_time: 0.004, memory: 5021, top1_acc: 0.3015, top5_acc: 0.5501, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.6370 2020-07-29 13:02:47,493 - mmaction - INFO - Saving checkpoint at 106 epochs 2020-07-29 13:07:01,831 - mmaction - INFO - Epoch [107][20/940] lr: 1.449e-01, eta: 1 day, 7:19:52, time: 12.661, data_time: 0.547, memory: 5021, top1_acc: 0.3049, top5_acc: 0.5488, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.6186 2020-07-29 13:07:28,875 - mmaction - INFO - Epoch [107][40/940] lr: 1.449e-01, eta: 1 day, 7:19:05, time: 1.355, data_time: 0.006, memory: 5021, top1_acc: 0.3080, top5_acc: 0.5549, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.5663 2020-07-29 13:07:56,360 - mmaction - INFO - Epoch [107][60/940] lr: 1.449e-01, eta: 1 day, 7:18:18, time: 1.372, data_time: 0.004, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5607, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.5616 2020-07-29 13:08:24,088 - mmaction - INFO - Epoch [107][80/940] lr: 1.449e-01, eta: 1 day, 7:17:33, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.1522, loss: 3.1522, grad_norm: 1.5880 2020-07-29 13:08:51,845 - mmaction - INFO - Epoch [107][100/940] lr: 1.449e-01, eta: 1 day, 7:16:48, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.2986, top5_acc: 0.5551, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.6273 2020-07-29 13:09:19,475 - mmaction - INFO - Epoch [107][120/940] lr: 1.449e-01, eta: 1 day, 7:16:03, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3197, top5_acc: 0.5676, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.6408 2020-07-29 13:09:46,981 - mmaction - INFO - Epoch [107][140/940] lr: 1.449e-01, eta: 1 day, 7:15:17, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.6143 2020-07-29 13:10:14,879 - mmaction - INFO - Epoch [107][160/940] lr: 1.449e-01, eta: 1 day, 7:14:32, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5621, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.6073 2020-07-29 13:10:42,697 - mmaction - INFO - Epoch [107][180/940] lr: 1.449e-01, eta: 1 day, 7:13:47, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3021, top5_acc: 0.5520, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.6014 2020-07-29 13:11:10,310 - mmaction - INFO - Epoch [107][200/940] lr: 1.449e-01, eta: 1 day, 7:13:02, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3053, top5_acc: 0.5520, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.6092 2020-07-29 13:11:38,072 - mmaction - INFO - Epoch [107][220/940] lr: 1.449e-01, eta: 1 day, 7:12:17, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3086, top5_acc: 0.5627, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.5845 2020-07-29 13:12:05,739 - mmaction - INFO - Epoch [107][240/940] lr: 1.449e-01, eta: 1 day, 7:11:32, time: 1.385, data_time: 0.007, memory: 5021, top1_acc: 0.3207, top5_acc: 0.5701, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.6277 2020-07-29 13:12:33,243 - mmaction - INFO - Epoch [107][260/940] lr: 1.449e-01, eta: 1 day, 7:10:46, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3230, top5_acc: 0.5676, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.5961 2020-07-29 13:13:00,972 - mmaction - INFO - Epoch [107][280/940] lr: 1.449e-01, eta: 1 day, 7:10:01, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.6122 2020-07-29 13:13:28,637 - mmaction - INFO - Epoch [107][300/940] lr: 1.449e-01, eta: 1 day, 7:09:16, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3201, top5_acc: 0.5701, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.5997 2020-07-29 13:13:56,279 - mmaction - INFO - Epoch [107][320/940] lr: 1.449e-01, eta: 1 day, 7:08:31, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3189, top5_acc: 0.5531, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6135 2020-07-29 13:14:23,748 - mmaction - INFO - Epoch [107][340/940] lr: 1.449e-01, eta: 1 day, 7:07:45, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3217, top5_acc: 0.5729, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.6319 2020-07-29 13:14:51,415 - mmaction - INFO - Epoch [107][360/940] lr: 1.449e-01, eta: 1 day, 7:07:00, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3244, top5_acc: 0.5656, loss_cls: 3.1590, loss: 3.1590, grad_norm: 1.5931 2020-07-29 13:15:19,286 - mmaction - INFO - Epoch [107][380/940] lr: 1.449e-01, eta: 1 day, 7:06:16, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3342, top5_acc: 0.5699, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.5711 2020-07-29 13:15:46,906 - mmaction - INFO - Epoch [107][400/940] lr: 1.449e-01, eta: 1 day, 7:05:31, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.3197, top5_acc: 0.5646, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.6439 2020-07-29 13:16:14,967 - mmaction - INFO - Epoch [107][420/940] lr: 1.449e-01, eta: 1 day, 7:04:46, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5648, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.6004 2020-07-29 13:16:42,710 - mmaction - INFO - Epoch [107][440/940] lr: 1.449e-01, eta: 1 day, 7:04:02, time: 1.390, data_time: 0.007, memory: 5021, top1_acc: 0.3072, top5_acc: 0.5592, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.6109 2020-07-29 13:17:10,387 - mmaction - INFO - Epoch [107][460/940] lr: 1.449e-01, eta: 1 day, 7:03:17, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3045, top5_acc: 0.5580, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.5866 2020-07-29 13:17:37,857 - mmaction - INFO - Epoch [107][480/940] lr: 1.449e-01, eta: 1 day, 7:02:32, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5588, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.6230 2020-07-29 13:18:05,483 - mmaction - INFO - Epoch [107][500/940] lr: 1.449e-01, eta: 1 day, 7:01:47, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.2169, loss: 3.2169, grad_norm: 1.6370 2020-07-29 13:18:33,073 - mmaction - INFO - Epoch [107][520/940] lr: 1.449e-01, eta: 1 day, 7:01:02, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.3109, top5_acc: 0.5598, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.6342 2020-07-29 13:19:01,064 - mmaction - INFO - Epoch [107][540/940] lr: 1.449e-01, eta: 1 day, 7:00:17, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3139, top5_acc: 0.5533, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.5759 2020-07-29 13:19:28,642 - mmaction - INFO - Epoch [107][560/940] lr: 1.449e-01, eta: 1 day, 6:59:33, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3064, top5_acc: 0.5482, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.6337 2020-07-29 13:19:56,383 - mmaction - INFO - Epoch [107][580/940] lr: 1.449e-01, eta: 1 day, 6:58:48, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5582, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.5877 2020-07-29 13:20:24,065 - mmaction - INFO - Epoch [107][600/940] lr: 1.449e-01, eta: 1 day, 6:58:03, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3080, top5_acc: 0.5646, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.6306 2020-07-29 13:20:51,834 - mmaction - INFO - Epoch [107][620/940] lr: 1.449e-01, eta: 1 day, 6:57:19, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3131, top5_acc: 0.5512, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.6146 2020-07-29 13:21:19,879 - mmaction - INFO - Epoch [107][640/940] lr: 1.449e-01, eta: 1 day, 6:56:35, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3111, top5_acc: 0.5613, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.6114 2020-07-29 13:21:47,475 - mmaction - INFO - Epoch [107][660/940] lr: 1.449e-01, eta: 1 day, 6:55:50, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3141, top5_acc: 0.5600, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.6079 2020-07-29 13:22:14,997 - mmaction - INFO - Epoch [107][680/940] lr: 1.449e-01, eta: 1 day, 6:55:05, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3094, top5_acc: 0.5574, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.6193 2020-07-29 13:22:42,639 - mmaction - INFO - Epoch [107][700/940] lr: 1.449e-01, eta: 1 day, 6:54:21, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3182, top5_acc: 0.5563, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.5818 2020-07-29 13:23:10,321 - mmaction - INFO - Epoch [107][720/940] lr: 1.449e-01, eta: 1 day, 6:53:36, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3152, top5_acc: 0.5482, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.6209 2020-07-29 13:23:37,844 - mmaction - INFO - Epoch [107][740/940] lr: 1.449e-01, eta: 1 day, 6:52:51, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3092, top5_acc: 0.5574, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.6015 2020-07-29 13:24:05,821 - mmaction - INFO - Epoch [107][760/940] lr: 1.449e-01, eta: 1 day, 6:52:08, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3127, top5_acc: 0.5602, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.5887 2020-07-29 13:24:33,482 - mmaction - INFO - Epoch [107][780/940] lr: 1.449e-01, eta: 1 day, 6:51:23, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5559, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.6123 2020-07-29 13:25:01,130 - mmaction - INFO - Epoch [107][800/940] lr: 1.449e-01, eta: 1 day, 6:50:38, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3107, top5_acc: 0.5508, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.5901 2020-07-29 13:25:29,111 - mmaction - INFO - Epoch [107][820/940] lr: 1.449e-01, eta: 1 day, 6:49:55, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5549, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.5679 2020-07-29 13:25:56,544 - mmaction - INFO - Epoch [107][840/940] lr: 1.449e-01, eta: 1 day, 6:49:10, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3061, top5_acc: 0.5549, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.6030 2020-07-29 13:26:24,452 - mmaction - INFO - Epoch [107][860/940] lr: 1.449e-01, eta: 1 day, 6:48:26, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3195, top5_acc: 0.5623, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.6102 2020-07-29 13:26:52,392 - mmaction - INFO - Epoch [107][880/940] lr: 1.449e-01, eta: 1 day, 6:47:42, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3078, top5_acc: 0.5566, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.6354 2020-07-29 13:27:19,939 - mmaction - INFO - Epoch [107][900/940] lr: 1.449e-01, eta: 1 day, 6:46:58, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3100, top5_acc: 0.5586, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.6084 2020-07-29 13:27:47,880 - mmaction - INFO - Epoch [107][920/940] lr: 1.449e-01, eta: 1 day, 6:46:14, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3094, top5_acc: 0.5568, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.6112 2020-07-29 13:28:14,910 - mmaction - INFO - Epoch [107][940/940] lr: 1.449e-01, eta: 1 day, 6:45:28, time: 1.351, data_time: 0.005, memory: 5021, top1_acc: 0.3072, top5_acc: 0.5522, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.6182 2020-07-29 13:28:15,278 - mmaction - INFO - Saving checkpoint at 107 epochs 2020-07-29 13:31:36,334 - mmaction - INFO - Epoch [108][20/940] lr: 1.415e-01, eta: 1 day, 6:52:13, time: 10.008, data_time: 0.376, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5545, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.6520 2020-07-29 13:32:03,660 - mmaction - INFO - Epoch [108][40/940] lr: 1.415e-01, eta: 1 day, 6:51:28, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.3123, top5_acc: 0.5658, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.5979 2020-07-29 13:32:31,015 - mmaction - INFO - Epoch [108][60/940] lr: 1.415e-01, eta: 1 day, 6:50:42, time: 1.368, data_time: 0.004, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5637, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.6260 2020-07-29 13:32:58,405 - mmaction - INFO - Epoch [108][80/940] lr: 1.415e-01, eta: 1 day, 6:49:57, time: 1.369, data_time: 0.004, memory: 5021, top1_acc: 0.3051, top5_acc: 0.5521, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.6280 2020-07-29 13:33:25,873 - mmaction - INFO - Epoch [108][100/940] lr: 1.415e-01, eta: 1 day, 6:49:11, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3156, top5_acc: 0.5525, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.6346 2020-07-29 13:33:53,467 - mmaction - INFO - Epoch [108][120/940] lr: 1.415e-01, eta: 1 day, 6:48:27, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3041, top5_acc: 0.5465, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.6208 2020-07-29 13:34:21,242 - mmaction - INFO - Epoch [108][140/940] lr: 1.415e-01, eta: 1 day, 6:47:42, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.6102 2020-07-29 13:34:49,073 - mmaction - INFO - Epoch [108][160/940] lr: 1.415e-01, eta: 1 day, 6:46:58, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5645, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.6047 2020-07-29 13:35:17,090 - mmaction - INFO - Epoch [108][180/940] lr: 1.415e-01, eta: 1 day, 6:46:15, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3172, top5_acc: 0.5531, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.6042 2020-07-29 13:35:45,031 - mmaction - INFO - Epoch [108][200/940] lr: 1.415e-01, eta: 1 day, 6:45:31, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.6005 2020-07-29 13:36:12,688 - mmaction - INFO - Epoch [108][220/940] lr: 1.415e-01, eta: 1 day, 6:44:46, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3176, top5_acc: 0.5684, loss_cls: 3.1646, loss: 3.1646, grad_norm: 1.6506 2020-07-29 13:36:40,402 - mmaction - INFO - Epoch [108][240/940] lr: 1.415e-01, eta: 1 day, 6:44:02, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3148, top5_acc: 0.5537, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.6283 2020-07-29 13:37:07,978 - mmaction - INFO - Epoch [108][260/940] lr: 1.415e-01, eta: 1 day, 6:43:17, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5676, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.6023 2020-07-29 13:37:35,624 - mmaction - INFO - Epoch [108][280/940] lr: 1.415e-01, eta: 1 day, 6:42:33, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3203, top5_acc: 0.5693, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.6338 2020-07-29 13:38:03,259 - mmaction - INFO - Epoch [108][300/940] lr: 1.415e-01, eta: 1 day, 6:41:48, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5648, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.6260 2020-07-29 13:38:31,193 - mmaction - INFO - Epoch [108][320/940] lr: 1.415e-01, eta: 1 day, 6:41:05, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3129, top5_acc: 0.5594, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.6386 2020-07-29 13:38:58,869 - mmaction - INFO - Epoch [108][340/940] lr: 1.415e-01, eta: 1 day, 6:40:20, time: 1.383, data_time: 0.007, memory: 5021, top1_acc: 0.3160, top5_acc: 0.5689, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.6275 2020-07-29 13:39:26,380 - mmaction - INFO - Epoch [108][360/940] lr: 1.415e-01, eta: 1 day, 6:39:36, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5582, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.6562 2020-07-29 13:39:54,195 - mmaction - INFO - Epoch [108][380/940] lr: 1.415e-01, eta: 1 day, 6:38:52, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3148, top5_acc: 0.5584, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.6497 2020-07-29 13:40:22,343 - mmaction - INFO - Epoch [108][400/940] lr: 1.415e-01, eta: 1 day, 6:38:09, time: 1.406, data_time: 0.002, memory: 5021, top1_acc: 0.3176, top5_acc: 0.5520, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.6096 2020-07-29 13:40:49,661 - mmaction - INFO - Epoch [108][420/940] lr: 1.415e-01, eta: 1 day, 6:37:24, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5588, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.5879 2020-07-29 13:41:17,403 - mmaction - INFO - Epoch [108][440/940] lr: 1.415e-01, eta: 1 day, 6:36:40, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5637, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.6320 2020-07-29 13:41:44,630 - mmaction - INFO - Epoch [108][460/940] lr: 1.415e-01, eta: 1 day, 6:35:54, time: 1.362, data_time: 0.005, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5637, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.6372 2020-07-29 13:42:12,480 - mmaction - INFO - Epoch [108][480/940] lr: 1.415e-01, eta: 1 day, 6:35:11, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3219, top5_acc: 0.5619, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.6450 2020-07-29 13:42:40,879 - mmaction - INFO - Epoch [108][500/940] lr: 1.415e-01, eta: 1 day, 6:34:28, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5512, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.6592 2020-07-29 13:43:08,519 - mmaction - INFO - Epoch [108][520/940] lr: 1.415e-01, eta: 1 day, 6:33:44, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3072, top5_acc: 0.5533, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.6143 2020-07-29 13:43:36,430 - mmaction - INFO - Epoch [108][540/940] lr: 1.415e-01, eta: 1 day, 6:33:01, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3168, top5_acc: 0.5668, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.6171 2020-07-29 13:44:04,186 - mmaction - INFO - Epoch [108][560/940] lr: 1.415e-01, eta: 1 day, 6:32:17, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3090, top5_acc: 0.5512, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.6327 2020-07-29 13:44:31,889 - mmaction - INFO - Epoch [108][580/940] lr: 1.415e-01, eta: 1 day, 6:31:33, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3166, top5_acc: 0.5631, loss_cls: 3.1469, loss: 3.1469, grad_norm: 1.5881 2020-07-29 13:44:59,396 - mmaction - INFO - Epoch [108][600/940] lr: 1.415e-01, eta: 1 day, 6:30:48, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3154, top5_acc: 0.5646, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.6278 2020-07-29 13:45:27,160 - mmaction - INFO - Epoch [108][620/940] lr: 1.415e-01, eta: 1 day, 6:30:05, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3168, top5_acc: 0.5613, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.6368 2020-07-29 13:45:54,491 - mmaction - INFO - Epoch [108][640/940] lr: 1.415e-01, eta: 1 day, 6:29:20, time: 1.367, data_time: 0.002, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5652, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.6300 2020-07-29 13:46:22,049 - mmaction - INFO - Epoch [108][660/940] lr: 1.415e-01, eta: 1 day, 6:28:36, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3246, top5_acc: 0.5682, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.5937 2020-07-29 13:46:49,769 - mmaction - INFO - Epoch [108][680/940] lr: 1.415e-01, eta: 1 day, 6:27:52, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3176, top5_acc: 0.5639, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.6389 2020-07-29 13:47:17,273 - mmaction - INFO - Epoch [108][700/940] lr: 1.415e-01, eta: 1 day, 6:27:08, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3238, top5_acc: 0.5617, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.6486 2020-07-29 13:47:44,805 - mmaction - INFO - Epoch [108][720/940] lr: 1.415e-01, eta: 1 day, 6:26:23, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3086, top5_acc: 0.5541, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.6363 2020-07-29 13:48:12,648 - mmaction - INFO - Epoch [108][740/940] lr: 1.415e-01, eta: 1 day, 6:25:40, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.3131, top5_acc: 0.5621, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.6006 2020-07-29 13:48:40,030 - mmaction - INFO - Epoch [108][760/940] lr: 1.415e-01, eta: 1 day, 6:24:56, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.3121, top5_acc: 0.5756, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.6462 2020-07-29 13:49:07,576 - mmaction - INFO - Epoch [108][780/940] lr: 1.415e-01, eta: 1 day, 6:24:11, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3117, top5_acc: 0.5551, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.6208 2020-07-29 13:49:35,215 - mmaction - INFO - Epoch [108][800/940] lr: 1.415e-01, eta: 1 day, 6:23:28, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.2998, top5_acc: 0.5506, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.5985 2020-07-29 13:50:02,994 - mmaction - INFO - Epoch [108][820/940] lr: 1.415e-01, eta: 1 day, 6:22:44, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3152, top5_acc: 0.5615, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.6318 2020-07-29 13:50:30,615 - mmaction - INFO - Epoch [108][840/940] lr: 1.415e-01, eta: 1 day, 6:22:00, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3113, top5_acc: 0.5506, loss_cls: 3.2484, loss: 3.2484, grad_norm: 1.6388 2020-07-29 13:50:59,021 - mmaction - INFO - Epoch [108][860/940] lr: 1.415e-01, eta: 1 day, 6:21:18, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.3176, top5_acc: 0.5518, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.6180 2020-07-29 13:51:26,711 - mmaction - INFO - Epoch [108][880/940] lr: 1.415e-01, eta: 1 day, 6:20:35, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3184, top5_acc: 0.5652, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.5999 2020-07-29 13:51:54,319 - mmaction - INFO - Epoch [108][900/940] lr: 1.415e-01, eta: 1 day, 6:19:51, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.6132 2020-07-29 13:52:21,963 - mmaction - INFO - Epoch [108][920/940] lr: 1.415e-01, eta: 1 day, 6:19:07, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3047, top5_acc: 0.5479, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.6251 2020-07-29 13:52:48,446 - mmaction - INFO - Epoch [108][940/940] lr: 1.415e-01, eta: 1 day, 6:18:21, time: 1.322, data_time: 0.006, memory: 5021, top1_acc: 0.3153, top5_acc: 0.5629, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.6385 2020-07-29 13:52:48,765 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-07-29 13:54:43,458 - mmaction - INFO - Epoch [109][20/940] lr: 1.382e-01, eta: 1 day, 6:21:11, time: 5.692, data_time: 0.367, memory: 5021, top1_acc: 0.3164, top5_acc: 0.5563, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.6404 2020-07-29 13:55:11,048 - mmaction - INFO - Epoch [109][40/940] lr: 1.382e-01, eta: 1 day, 6:20:27, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3355, top5_acc: 0.5838, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.6218 2020-07-29 13:55:38,815 - mmaction - INFO - Epoch [109][60/940] lr: 1.382e-01, eta: 1 day, 6:19:43, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3236, top5_acc: 0.5629, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.6126 2020-07-29 13:56:06,720 - mmaction - INFO - Epoch [109][80/940] lr: 1.382e-01, eta: 1 day, 6:19:00, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.3182, top5_acc: 0.5631, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.6054 2020-07-29 13:56:34,223 - mmaction - INFO - Epoch [109][100/940] lr: 1.382e-01, eta: 1 day, 6:18:16, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3225, top5_acc: 0.5748, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.6419 2020-07-29 13:57:01,831 - mmaction - INFO - Epoch [109][120/940] lr: 1.382e-01, eta: 1 day, 6:17:32, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5697, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.6677 2020-07-29 13:57:29,562 - mmaction - INFO - Epoch [109][140/940] lr: 1.382e-01, eta: 1 day, 6:16:49, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3211, top5_acc: 0.5635, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6089 2020-07-29 13:57:57,621 - mmaction - INFO - Epoch [109][160/940] lr: 1.382e-01, eta: 1 day, 6:16:06, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3297, top5_acc: 0.5762, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.6260 2020-07-29 13:58:25,514 - mmaction - INFO - Epoch [109][180/940] lr: 1.382e-01, eta: 1 day, 6:15:23, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.3170, top5_acc: 0.5664, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.6321 2020-07-29 13:58:53,375 - mmaction - INFO - Epoch [109][200/940] lr: 1.382e-01, eta: 1 day, 6:14:40, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5646, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.6296 2020-07-29 13:59:21,195 - mmaction - INFO - Epoch [109][220/940] lr: 1.382e-01, eta: 1 day, 6:13:57, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5551, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.6189 2020-07-29 13:59:49,014 - mmaction - INFO - Epoch [109][240/940] lr: 1.382e-01, eta: 1 day, 6:13:13, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5746, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.6369 2020-07-29 14:00:23,381 - mmaction - INFO - Epoch [109][260/940] lr: 1.382e-01, eta: 1 day, 6:12:46, time: 1.708, data_time: 0.006, memory: 5021, top1_acc: 0.3189, top5_acc: 0.5625, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.6570 2020-07-29 14:00:51,480 - mmaction - INFO - Epoch [109][280/940] lr: 1.382e-01, eta: 1 day, 6:12:04, time: 1.416, data_time: 0.029, memory: 5021, top1_acc: 0.3184, top5_acc: 0.5568, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.6371 2020-07-29 14:01:19,355 - mmaction - INFO - Epoch [109][300/940] lr: 1.382e-01, eta: 1 day, 6:11:21, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3131, top5_acc: 0.5734, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.6061 2020-07-29 14:01:47,729 - mmaction - INFO - Epoch [109][320/940] lr: 1.382e-01, eta: 1 day, 6:10:39, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5695, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.6112 2020-07-29 14:02:15,911 - mmaction - INFO - Epoch [109][340/940] lr: 1.382e-01, eta: 1 day, 6:09:57, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.3104, top5_acc: 0.5611, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.6387 2020-07-29 14:02:43,666 - mmaction - INFO - Epoch [109][360/940] lr: 1.382e-01, eta: 1 day, 6:09:14, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3203, top5_acc: 0.5730, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6258 2020-07-29 14:03:11,663 - mmaction - INFO - Epoch [109][380/940] lr: 1.382e-01, eta: 1 day, 6:08:31, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3236, top5_acc: 0.5664, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.6288 2020-07-29 14:03:39,506 - mmaction - INFO - Epoch [109][400/940] lr: 1.382e-01, eta: 1 day, 6:07:48, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3244, top5_acc: 0.5652, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.6496 2020-07-29 14:04:07,123 - mmaction - INFO - Epoch [109][420/940] lr: 1.382e-01, eta: 1 day, 6:07:05, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5625, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.6467 2020-07-29 14:04:34,899 - mmaction - INFO - Epoch [109][440/940] lr: 1.382e-01, eta: 1 day, 6:06:22, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3178, top5_acc: 0.5674, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.6445 2020-07-29 14:05:02,980 - mmaction - INFO - Epoch [109][460/940] lr: 1.382e-01, eta: 1 day, 6:05:39, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.6688 2020-07-29 14:05:30,807 - mmaction - INFO - Epoch [109][480/940] lr: 1.382e-01, eta: 1 day, 6:04:56, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.3121, top5_acc: 0.5625, loss_cls: 3.1850, loss: 3.1850, grad_norm: 1.6040 2020-07-29 14:05:58,784 - mmaction - INFO - Epoch [109][500/940] lr: 1.382e-01, eta: 1 day, 6:04:14, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.6326 2020-07-29 14:06:26,449 - mmaction - INFO - Epoch [109][520/940] lr: 1.382e-01, eta: 1 day, 6:03:31, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3186, top5_acc: 0.5580, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.6649 2020-07-29 14:06:54,297 - mmaction - INFO - Epoch [109][540/940] lr: 1.382e-01, eta: 1 day, 6:02:48, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5652, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.6589 2020-07-29 14:07:22,070 - mmaction - INFO - Epoch [109][560/940] lr: 1.382e-01, eta: 1 day, 6:02:05, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3193, top5_acc: 0.5645, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.6503 2020-07-29 14:07:49,960 - mmaction - INFO - Epoch [109][580/940] lr: 1.382e-01, eta: 1 day, 6:01:22, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3187, top5_acc: 0.5627, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.6186 2020-07-29 14:08:17,553 - mmaction - INFO - Epoch [109][600/940] lr: 1.382e-01, eta: 1 day, 6:00:39, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5707, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.6601 2020-07-29 14:08:45,550 - mmaction - INFO - Epoch [109][620/940] lr: 1.382e-01, eta: 1 day, 5:59:56, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.3141, top5_acc: 0.5580, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.6491 2020-07-29 14:09:13,135 - mmaction - INFO - Epoch [109][640/940] lr: 1.382e-01, eta: 1 day, 5:59:13, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.3162, top5_acc: 0.5682, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.6320 2020-07-29 14:09:40,912 - mmaction - INFO - Epoch [109][660/940] lr: 1.382e-01, eta: 1 day, 5:58:30, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.6359 2020-07-29 14:10:09,000 - mmaction - INFO - Epoch [109][680/940] lr: 1.382e-01, eta: 1 day, 5:57:48, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5629, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.6513 2020-07-29 14:10:36,637 - mmaction - INFO - Epoch [109][700/940] lr: 1.382e-01, eta: 1 day, 5:57:05, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.2490, loss: 3.2490, grad_norm: 1.6437 2020-07-29 14:11:04,494 - mmaction - INFO - Epoch [109][720/940] lr: 1.382e-01, eta: 1 day, 5:56:22, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3125, top5_acc: 0.5613, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.6618 2020-07-29 14:11:32,059 - mmaction - INFO - Epoch [109][740/940] lr: 1.382e-01, eta: 1 day, 5:55:39, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3088, top5_acc: 0.5574, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.5907 2020-07-29 14:11:59,976 - mmaction - INFO - Epoch [109][760/940] lr: 1.382e-01, eta: 1 day, 5:54:57, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3137, top5_acc: 0.5646, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.6372 2020-07-29 14:12:28,360 - mmaction - INFO - Epoch [109][780/940] lr: 1.382e-01, eta: 1 day, 5:54:16, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3162, top5_acc: 0.5611, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.6664 2020-07-29 14:12:55,960 - mmaction - INFO - Epoch [109][800/940] lr: 1.382e-01, eta: 1 day, 5:53:33, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5672, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.6225 2020-07-29 14:13:23,513 - mmaction - INFO - Epoch [109][820/940] lr: 1.382e-01, eta: 1 day, 5:52:49, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3211, top5_acc: 0.5701, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.6403 2020-07-29 14:13:51,129 - mmaction - INFO - Epoch [109][840/940] lr: 1.382e-01, eta: 1 day, 5:52:06, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.3191, top5_acc: 0.5602, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.6439 2020-07-29 14:14:18,703 - mmaction - INFO - Epoch [109][860/940] lr: 1.382e-01, eta: 1 day, 5:51:23, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.3287, top5_acc: 0.5842, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.6325 2020-07-29 14:14:46,759 - mmaction - INFO - Epoch [109][880/940] lr: 1.382e-01, eta: 1 day, 5:50:41, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.6547 2020-07-29 14:15:14,877 - mmaction - INFO - Epoch [109][900/940] lr: 1.382e-01, eta: 1 day, 5:49:59, time: 1.404, data_time: 0.002, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5639, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.6136 2020-07-29 14:15:42,395 - mmaction - INFO - Epoch [109][920/940] lr: 1.382e-01, eta: 1 day, 5:49:16, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3217, top5_acc: 0.5672, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.6711 2020-07-29 14:16:09,509 - mmaction - INFO - Epoch [109][940/940] lr: 1.382e-01, eta: 1 day, 5:48:32, time: 1.354, data_time: 0.005, memory: 5021, top1_acc: 0.3143, top5_acc: 0.5507, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.6789 2020-07-29 14:16:09,913 - mmaction - INFO - Saving checkpoint at 109 epochs 2020-07-29 14:24:02,204 - mmaction - INFO - Epoch [110][20/940] lr: 1.349e-01, eta: 1 day, 6:05:18, time: 23.559, data_time: 0.535, memory: 5021, top1_acc: 0.3248, top5_acc: 0.5645, loss_cls: 3.1259, loss: 3.1259, grad_norm: 1.6389 2020-07-29 14:24:29,521 - mmaction - INFO - Epoch [110][40/940] lr: 1.349e-01, eta: 1 day, 6:04:33, time: 1.369, data_time: 0.006, memory: 5021, top1_acc: 0.3186, top5_acc: 0.5580, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.6536 2020-07-29 14:24:57,043 - mmaction - INFO - Epoch [110][60/940] lr: 1.349e-01, eta: 1 day, 6:03:49, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3184, top5_acc: 0.5658, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.6468 2020-07-29 14:25:24,406 - mmaction - INFO - Epoch [110][80/940] lr: 1.349e-01, eta: 1 day, 6:03:05, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.3365, top5_acc: 0.5771, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.6512 2020-07-29 14:25:51,715 - mmaction - INFO - Epoch [110][100/940] lr: 1.349e-01, eta: 1 day, 6:02:20, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.3236, top5_acc: 0.5709, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.6279 2020-07-29 14:26:18,991 - mmaction - INFO - Epoch [110][120/940] lr: 1.349e-01, eta: 1 day, 6:01:36, time: 1.366, data_time: 0.006, memory: 5021, top1_acc: 0.3264, top5_acc: 0.5719, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.6501 2020-07-29 14:26:46,619 - mmaction - INFO - Epoch [110][140/940] lr: 1.349e-01, eta: 1 day, 6:00:52, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3211, top5_acc: 0.5609, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.6493 2020-07-29 14:27:14,297 - mmaction - INFO - Epoch [110][160/940] lr: 1.349e-01, eta: 1 day, 6:00:08, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3258, top5_acc: 0.5744, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.6478 2020-07-29 14:27:42,070 - mmaction - INFO - Epoch [110][180/940] lr: 1.349e-01, eta: 1 day, 5:59:25, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3264, top5_acc: 0.5693, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.6570 2020-07-29 14:28:09,864 - mmaction - INFO - Epoch [110][200/940] lr: 1.349e-01, eta: 1 day, 5:58:41, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.3123, top5_acc: 0.5537, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.6312 2020-07-29 14:28:37,398 - mmaction - INFO - Epoch [110][220/940] lr: 1.349e-01, eta: 1 day, 5:57:57, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3186, top5_acc: 0.5605, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.6630 2020-07-29 14:29:05,031 - mmaction - INFO - Epoch [110][240/940] lr: 1.349e-01, eta: 1 day, 5:57:14, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3162, top5_acc: 0.5586, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.6518 2020-07-29 14:29:32,556 - mmaction - INFO - Epoch [110][260/940] lr: 1.349e-01, eta: 1 day, 5:56:30, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3373, top5_acc: 0.5881, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.6491 2020-07-29 14:30:00,214 - mmaction - INFO - Epoch [110][280/940] lr: 1.349e-01, eta: 1 day, 5:55:46, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.3187, top5_acc: 0.5572, loss_cls: 3.1716, loss: 3.1716, grad_norm: 1.6338 2020-07-29 14:30:28,248 - mmaction - INFO - Epoch [110][300/940] lr: 1.349e-01, eta: 1 day, 5:55:04, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.6527 2020-07-29 14:30:56,166 - mmaction - INFO - Epoch [110][320/940] lr: 1.349e-01, eta: 1 day, 5:54:21, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3232, top5_acc: 0.5619, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.6806 2020-07-29 14:31:24,301 - mmaction - INFO - Epoch [110][340/940] lr: 1.349e-01, eta: 1 day, 5:53:38, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5697, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.6360 2020-07-29 14:31:52,080 - mmaction - INFO - Epoch [110][360/940] lr: 1.349e-01, eta: 1 day, 5:52:55, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5414, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.6460 2020-07-29 14:32:19,745 - mmaction - INFO - Epoch [110][380/940] lr: 1.349e-01, eta: 1 day, 5:52:12, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3098, top5_acc: 0.5572, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.6268 2020-07-29 14:32:47,671 - mmaction - INFO - Epoch [110][400/940] lr: 1.349e-01, eta: 1 day, 5:51:29, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3193, top5_acc: 0.5687, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.6706 2020-07-29 14:33:15,381 - mmaction - INFO - Epoch [110][420/940] lr: 1.349e-01, eta: 1 day, 5:50:46, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3270, top5_acc: 0.5785, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.6664 2020-07-29 14:33:43,660 - mmaction - INFO - Epoch [110][440/940] lr: 1.349e-01, eta: 1 day, 5:50:04, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.3203, top5_acc: 0.5730, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.6856 2020-07-29 14:34:11,336 - mmaction - INFO - Epoch [110][460/940] lr: 1.349e-01, eta: 1 day, 5:49:20, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3119, top5_acc: 0.5627, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.6651 2020-07-29 14:34:39,253 - mmaction - INFO - Epoch [110][480/940] lr: 1.349e-01, eta: 1 day, 5:48:38, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3303, top5_acc: 0.5768, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.6516 2020-07-29 14:35:07,171 - mmaction - INFO - Epoch [110][500/940] lr: 1.349e-01, eta: 1 day, 5:47:55, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3285, top5_acc: 0.5703, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.6740 2020-07-29 14:35:34,812 - mmaction - INFO - Epoch [110][520/940] lr: 1.349e-01, eta: 1 day, 5:47:12, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3186, top5_acc: 0.5678, loss_cls: 3.1369, loss: 3.1369, grad_norm: 1.6414 2020-07-29 14:36:03,134 - mmaction - INFO - Epoch [110][540/940] lr: 1.349e-01, eta: 1 day, 5:46:30, time: 1.414, data_time: 0.006, memory: 5021, top1_acc: 0.3119, top5_acc: 0.5551, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.6611 2020-07-29 14:36:30,915 - mmaction - INFO - Epoch [110][560/940] lr: 1.349e-01, eta: 1 day, 5:45:47, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3172, top5_acc: 0.5602, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.6964 2020-07-29 14:36:58,805 - mmaction - INFO - Epoch [110][580/940] lr: 1.349e-01, eta: 1 day, 5:45:04, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3176, top5_acc: 0.5701, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.6346 2020-07-29 14:37:26,750 - mmaction - INFO - Epoch [110][600/940] lr: 1.349e-01, eta: 1 day, 5:44:22, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3262, top5_acc: 0.5689, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.6746 2020-07-29 14:37:54,583 - mmaction - INFO - Epoch [110][620/940] lr: 1.349e-01, eta: 1 day, 5:43:39, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3141, top5_acc: 0.5668, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.6638 2020-07-29 14:38:22,519 - mmaction - INFO - Epoch [110][640/940] lr: 1.349e-01, eta: 1 day, 5:42:56, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.3256, top5_acc: 0.5705, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.6576 2020-07-29 14:38:49,928 - mmaction - INFO - Epoch [110][660/940] lr: 1.349e-01, eta: 1 day, 5:42:13, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5572, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.6661 2020-07-29 14:39:17,988 - mmaction - INFO - Epoch [110][680/940] lr: 1.349e-01, eta: 1 day, 5:41:30, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3184, top5_acc: 0.5648, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.6781 2020-07-29 14:39:45,654 - mmaction - INFO - Epoch [110][700/940] lr: 1.349e-01, eta: 1 day, 5:40:47, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3275, top5_acc: 0.5629, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.6506 2020-07-29 14:40:14,213 - mmaction - INFO - Epoch [110][720/940] lr: 1.349e-01, eta: 1 day, 5:40:06, time: 1.425, data_time: 0.004, memory: 5021, top1_acc: 0.3162, top5_acc: 0.5742, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.6301 2020-07-29 14:40:42,016 - mmaction - INFO - Epoch [110][740/940] lr: 1.349e-01, eta: 1 day, 5:39:23, time: 1.393, data_time: 0.007, memory: 5021, top1_acc: 0.3160, top5_acc: 0.5633, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.6490 2020-07-29 14:41:09,693 - mmaction - INFO - Epoch [110][760/940] lr: 1.349e-01, eta: 1 day, 5:38:40, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3252, top5_acc: 0.5686, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.6478 2020-07-29 14:41:37,165 - mmaction - INFO - Epoch [110][780/940] lr: 1.349e-01, eta: 1 day, 5:37:57, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3156, top5_acc: 0.5676, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.6657 2020-07-29 14:42:05,233 - mmaction - INFO - Epoch [110][800/940] lr: 1.349e-01, eta: 1 day, 5:37:15, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5687, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.6570 2020-07-29 14:42:33,459 - mmaction - INFO - Epoch [110][820/940] lr: 1.349e-01, eta: 1 day, 5:36:33, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.3193, top5_acc: 0.5527, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.6356 2020-07-29 14:43:01,045 - mmaction - INFO - Epoch [110][840/940] lr: 1.349e-01, eta: 1 day, 5:35:50, time: 1.380, data_time: 0.008, memory: 5021, top1_acc: 0.3207, top5_acc: 0.5693, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.6489 2020-07-29 14:43:28,759 - mmaction - INFO - Epoch [110][860/940] lr: 1.349e-01, eta: 1 day, 5:35:07, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3191, top5_acc: 0.5721, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.6512 2020-07-29 14:43:56,527 - mmaction - INFO - Epoch [110][880/940] lr: 1.349e-01, eta: 1 day, 5:34:25, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3246, top5_acc: 0.5678, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.7024 2020-07-29 14:44:24,114 - mmaction - INFO - Epoch [110][900/940] lr: 1.349e-01, eta: 1 day, 5:33:42, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3102, top5_acc: 0.5662, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.6761 2020-07-29 14:44:52,022 - mmaction - INFO - Epoch [110][920/940] lr: 1.349e-01, eta: 1 day, 5:32:59, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5615, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.6901 2020-07-29 14:45:18,524 - mmaction - INFO - Epoch [110][940/940] lr: 1.349e-01, eta: 1 day, 5:32:14, time: 1.324, data_time: 0.006, memory: 5021, top1_acc: 0.3099, top5_acc: 0.5617, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.6835 2020-07-29 14:45:18,778 - mmaction - INFO - Saving checkpoint at 110 epochs 2020-07-29 14:46:54,395 - mmaction - INFO - Epoch [111][20/940] lr: 1.316e-01, eta: 1 day, 5:34:02, time: 4.739, data_time: 0.379, memory: 5021, top1_acc: 0.3229, top5_acc: 0.5689, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.6752 2020-07-29 14:47:22,046 - mmaction - INFO - Epoch [111][40/940] lr: 1.316e-01, eta: 1 day, 5:33:19, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.6511 2020-07-29 14:47:49,504 - mmaction - INFO - Epoch [111][60/940] lr: 1.316e-01, eta: 1 day, 5:32:36, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3182, top5_acc: 0.5705, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.6526 2020-07-29 14:48:17,125 - mmaction - INFO - Epoch [111][80/940] lr: 1.316e-01, eta: 1 day, 5:31:53, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.6817 2020-07-29 14:48:45,052 - mmaction - INFO - Epoch [111][100/940] lr: 1.316e-01, eta: 1 day, 5:31:11, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5574, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.6877 2020-07-29 14:49:12,809 - mmaction - INFO - Epoch [111][120/940] lr: 1.316e-01, eta: 1 day, 5:30:28, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.3160, top5_acc: 0.5701, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.6818 2020-07-29 14:49:40,776 - mmaction - INFO - Epoch [111][140/940] lr: 1.316e-01, eta: 1 day, 5:29:46, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3270, top5_acc: 0.5715, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.6448 2020-07-29 14:50:09,169 - mmaction - INFO - Epoch [111][160/940] lr: 1.316e-01, eta: 1 day, 5:29:05, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.3229, top5_acc: 0.5658, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.6874 2020-07-29 14:50:36,980 - mmaction - INFO - Epoch [111][180/940] lr: 1.316e-01, eta: 1 day, 5:28:22, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.3238, top5_acc: 0.5654, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.6686 2020-07-29 14:51:04,698 - mmaction - INFO - Epoch [111][200/940] lr: 1.316e-01, eta: 1 day, 5:27:39, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5748, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.6420 2020-07-29 14:51:32,533 - mmaction - INFO - Epoch [111][220/940] lr: 1.316e-01, eta: 1 day, 5:26:57, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3264, top5_acc: 0.5816, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.6734 2020-07-29 14:52:00,131 - mmaction - INFO - Epoch [111][240/940] lr: 1.316e-01, eta: 1 day, 5:26:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3279, top5_acc: 0.5615, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.6742 2020-07-29 14:52:27,864 - mmaction - INFO - Epoch [111][260/940] lr: 1.316e-01, eta: 1 day, 5:25:31, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3217, top5_acc: 0.5711, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.6634 2020-07-29 14:52:55,524 - mmaction - INFO - Epoch [111][280/940] lr: 1.316e-01, eta: 1 day, 5:24:49, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3291, top5_acc: 0.5781, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.6547 2020-07-29 14:53:23,705 - mmaction - INFO - Epoch [111][300/940] lr: 1.316e-01, eta: 1 day, 5:24:07, time: 1.408, data_time: 0.004, memory: 5021, top1_acc: 0.3160, top5_acc: 0.5668, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.6304 2020-07-29 14:53:51,408 - mmaction - INFO - Epoch [111][320/940] lr: 1.316e-01, eta: 1 day, 5:23:25, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.6187 2020-07-29 14:54:19,044 - mmaction - INFO - Epoch [111][340/940] lr: 1.316e-01, eta: 1 day, 5:22:42, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3379, top5_acc: 0.5783, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.6550 2020-07-29 14:54:47,044 - mmaction - INFO - Epoch [111][360/940] lr: 1.316e-01, eta: 1 day, 5:22:00, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3123, top5_acc: 0.5543, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.6621 2020-07-29 14:55:15,275 - mmaction - INFO - Epoch [111][380/940] lr: 1.316e-01, eta: 1 day, 5:21:19, time: 1.410, data_time: 0.004, memory: 5021, top1_acc: 0.3232, top5_acc: 0.5713, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6620 2020-07-29 14:55:42,987 - mmaction - INFO - Epoch [111][400/940] lr: 1.316e-01, eta: 1 day, 5:20:36, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3215, top5_acc: 0.5650, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.6711 2020-07-29 14:56:10,803 - mmaction - INFO - Epoch [111][420/940] lr: 1.316e-01, eta: 1 day, 5:19:54, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3105, top5_acc: 0.5545, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.6957 2020-07-29 14:56:39,062 - mmaction - INFO - Epoch [111][440/940] lr: 1.316e-01, eta: 1 day, 5:19:13, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5607, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.6418 2020-07-29 14:57:06,931 - mmaction - INFO - Epoch [111][460/940] lr: 1.316e-01, eta: 1 day, 5:18:31, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5729, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.6794 2020-07-29 14:57:34,618 - mmaction - INFO - Epoch [111][480/940] lr: 1.316e-01, eta: 1 day, 5:17:48, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3291, top5_acc: 0.5734, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.6758 2020-07-29 14:58:02,485 - mmaction - INFO - Epoch [111][500/940] lr: 1.316e-01, eta: 1 day, 5:17:06, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3322, top5_acc: 0.5725, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.6317 2020-07-29 14:58:30,119 - mmaction - INFO - Epoch [111][520/940] lr: 1.316e-01, eta: 1 day, 5:16:24, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3268, top5_acc: 0.5842, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.6774 2020-07-29 14:58:57,711 - mmaction - INFO - Epoch [111][540/940] lr: 1.316e-01, eta: 1 day, 5:15:41, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3166, top5_acc: 0.5705, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.6877 2020-07-29 14:59:25,942 - mmaction - INFO - Epoch [111][560/940] lr: 1.316e-01, eta: 1 day, 5:15:00, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.3332, top5_acc: 0.5658, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.6628 2020-07-29 14:59:53,690 - mmaction - INFO - Epoch [111][580/940] lr: 1.316e-01, eta: 1 day, 5:14:18, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3377, top5_acc: 0.5879, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.6852 2020-07-29 15:00:29,530 - mmaction - INFO - Epoch [111][600/940] lr: 1.316e-01, eta: 1 day, 5:13:53, time: 1.785, data_time: 0.002, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5701, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.7003 2020-07-29 15:00:57,725 - mmaction - INFO - Epoch [111][620/940] lr: 1.316e-01, eta: 1 day, 5:13:12, time: 1.417, data_time: 0.021, memory: 5021, top1_acc: 0.3066, top5_acc: 0.5596, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.7050 2020-07-29 15:01:25,418 - mmaction - INFO - Epoch [111][640/940] lr: 1.316e-01, eta: 1 day, 5:12:30, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3150, top5_acc: 0.5736, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.6549 2020-07-29 15:01:53,124 - mmaction - INFO - Epoch [111][660/940] lr: 1.316e-01, eta: 1 day, 5:11:47, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3268, top5_acc: 0.5666, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6660 2020-07-29 15:02:20,577 - mmaction - INFO - Epoch [111][680/940] lr: 1.316e-01, eta: 1 day, 5:11:05, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.3127, top5_acc: 0.5605, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.6705 2020-07-29 15:02:48,174 - mmaction - INFO - Epoch [111][700/940] lr: 1.316e-01, eta: 1 day, 5:10:22, time: 1.378, data_time: 0.004, memory: 5021, top1_acc: 0.3283, top5_acc: 0.5805, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.6536 2020-07-29 15:03:15,857 - mmaction - INFO - Epoch [111][720/940] lr: 1.316e-01, eta: 1 day, 5:09:40, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3170, top5_acc: 0.5646, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.7067 2020-07-29 15:03:43,828 - mmaction - INFO - Epoch [111][740/940] lr: 1.316e-01, eta: 1 day, 5:08:58, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5527, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.6713 2020-07-29 15:04:11,732 - mmaction - INFO - Epoch [111][760/940] lr: 1.316e-01, eta: 1 day, 5:08:17, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5576, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.6627 2020-07-29 15:04:39,466 - mmaction - INFO - Epoch [111][780/940] lr: 1.316e-01, eta: 1 day, 5:07:34, time: 1.385, data_time: 0.003, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5627, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.6448 2020-07-29 15:05:07,411 - mmaction - INFO - Epoch [111][800/940] lr: 1.316e-01, eta: 1 day, 5:06:53, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3301, top5_acc: 0.5730, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.6588 2020-07-29 15:05:35,236 - mmaction - INFO - Epoch [111][820/940] lr: 1.316e-01, eta: 1 day, 5:06:11, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.3100, top5_acc: 0.5607, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.6877 2020-07-29 15:06:03,426 - mmaction - INFO - Epoch [111][840/940] lr: 1.316e-01, eta: 1 day, 5:05:30, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3182, top5_acc: 0.5674, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.6548 2020-07-29 15:06:30,956 - mmaction - INFO - Epoch [111][860/940] lr: 1.316e-01, eta: 1 day, 5:04:47, time: 1.380, data_time: 0.007, memory: 5021, top1_acc: 0.3109, top5_acc: 0.5543, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.6656 2020-07-29 15:06:59,045 - mmaction - INFO - Epoch [111][880/940] lr: 1.316e-01, eta: 1 day, 5:04:06, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.6786 2020-07-29 15:07:26,681 - mmaction - INFO - Epoch [111][900/940] lr: 1.316e-01, eta: 1 day, 5:03:24, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3297, top5_acc: 0.5732, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.6926 2020-07-29 15:07:54,559 - mmaction - INFO - Epoch [111][920/940] lr: 1.316e-01, eta: 1 day, 5:02:42, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3170, top5_acc: 0.5693, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.6774 2020-07-29 15:08:21,393 - mmaction - INFO - Epoch [111][940/940] lr: 1.316e-01, eta: 1 day, 5:01:58, time: 1.342, data_time: 0.006, memory: 5021, top1_acc: 0.3251, top5_acc: 0.5659, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.6962 2020-07-29 15:08:21,726 - mmaction - INFO - Saving checkpoint at 111 epochs 2020-07-29 15:12:53,315 - mmaction - INFO - Epoch [112][20/940] lr: 1.283e-01, eta: 1 day, 5:09:59, time: 13.518, data_time: 0.557, memory: 5021, top1_acc: 0.3369, top5_acc: 0.5742, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.6574 2020-07-29 15:13:20,685 - mmaction - INFO - Epoch [112][40/940] lr: 1.283e-01, eta: 1 day, 5:09:16, time: 1.371, data_time: 0.006, memory: 5021, top1_acc: 0.3344, top5_acc: 0.5762, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.7131 2020-07-29 15:13:48,190 - mmaction - INFO - Epoch [112][60/940] lr: 1.283e-01, eta: 1 day, 5:08:33, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3178, top5_acc: 0.5588, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.6951 2020-07-29 15:14:16,001 - mmaction - INFO - Epoch [112][80/940] lr: 1.283e-01, eta: 1 day, 5:07:51, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3244, top5_acc: 0.5746, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.6611 2020-07-29 15:14:43,653 - mmaction - INFO - Epoch [112][100/940] lr: 1.283e-01, eta: 1 day, 5:07:09, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3262, top5_acc: 0.5820, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.6759 2020-07-29 15:15:11,465 - mmaction - INFO - Epoch [112][120/940] lr: 1.283e-01, eta: 1 day, 5:06:26, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5727, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.7000 2020-07-29 15:15:39,788 - mmaction - INFO - Epoch [112][140/940] lr: 1.283e-01, eta: 1 day, 5:05:45, time: 1.414, data_time: 0.002, memory: 5021, top1_acc: 0.3215, top5_acc: 0.5646, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.6918 2020-07-29 15:16:07,816 - mmaction - INFO - Epoch [112][160/940] lr: 1.283e-01, eta: 1 day, 5:05:04, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3264, top5_acc: 0.5668, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.6520 2020-07-29 15:16:35,555 - mmaction - INFO - Epoch [112][180/940] lr: 1.283e-01, eta: 1 day, 5:04:21, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5729, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.6552 2020-07-29 15:17:03,477 - mmaction - INFO - Epoch [112][200/940] lr: 1.283e-01, eta: 1 day, 5:03:40, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.6994 2020-07-29 15:17:31,051 - mmaction - INFO - Epoch [112][220/940] lr: 1.283e-01, eta: 1 day, 5:02:57, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3174, top5_acc: 0.5680, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.6970 2020-07-29 15:17:58,942 - mmaction - INFO - Epoch [112][240/940] lr: 1.283e-01, eta: 1 day, 5:02:15, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.3260, top5_acc: 0.5652, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.7134 2020-07-29 15:18:27,226 - mmaction - INFO - Epoch [112][260/940] lr: 1.283e-01, eta: 1 day, 5:01:34, time: 1.416, data_time: 0.006, memory: 5021, top1_acc: 0.3316, top5_acc: 0.5723, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.6906 2020-07-29 15:18:55,155 - mmaction - INFO - Epoch [112][280/940] lr: 1.283e-01, eta: 1 day, 5:00:52, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3342, top5_acc: 0.5727, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.6634 2020-07-29 15:19:23,063 - mmaction - INFO - Epoch [112][300/940] lr: 1.283e-01, eta: 1 day, 5:00:11, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3146, top5_acc: 0.5687, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.6972 2020-07-29 15:19:51,056 - mmaction - INFO - Epoch [112][320/940] lr: 1.283e-01, eta: 1 day, 4:59:29, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3182, top5_acc: 0.5555, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.6918 2020-07-29 15:20:19,763 - mmaction - INFO - Epoch [112][340/940] lr: 1.283e-01, eta: 1 day, 4:58:49, time: 1.435, data_time: 0.005, memory: 5021, top1_acc: 0.3303, top5_acc: 0.5732, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.6627 2020-07-29 15:20:48,046 - mmaction - INFO - Epoch [112][360/940] lr: 1.283e-01, eta: 1 day, 4:58:08, time: 1.416, data_time: 0.006, memory: 5021, top1_acc: 0.3225, top5_acc: 0.5607, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.6588 2020-07-29 15:21:16,420 - mmaction - INFO - Epoch [112][380/940] lr: 1.283e-01, eta: 1 day, 4:57:27, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.6828 2020-07-29 15:21:44,200 - mmaction - INFO - Epoch [112][400/940] lr: 1.283e-01, eta: 1 day, 4:56:45, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3256, top5_acc: 0.5687, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.6848 2020-07-29 15:22:12,014 - mmaction - INFO - Epoch [112][420/940] lr: 1.283e-01, eta: 1 day, 4:56:03, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.3256, top5_acc: 0.5727, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.6839 2020-07-29 15:22:39,930 - mmaction - INFO - Epoch [112][440/940] lr: 1.283e-01, eta: 1 day, 4:55:22, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3248, top5_acc: 0.5756, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.6710 2020-07-29 15:23:07,914 - mmaction - INFO - Epoch [112][460/940] lr: 1.283e-01, eta: 1 day, 4:54:40, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3262, top5_acc: 0.5746, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.6618 2020-07-29 15:23:35,864 - mmaction - INFO - Epoch [112][480/940] lr: 1.283e-01, eta: 1 day, 4:53:59, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3258, top5_acc: 0.5697, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.6985 2020-07-29 15:24:03,840 - mmaction - INFO - Epoch [112][500/940] lr: 1.283e-01, eta: 1 day, 4:53:17, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.3316, top5_acc: 0.5750, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.7128 2020-07-29 15:24:31,592 - mmaction - INFO - Epoch [112][520/940] lr: 1.283e-01, eta: 1 day, 4:52:35, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3230, top5_acc: 0.5686, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.6787 2020-07-29 15:24:59,629 - mmaction - INFO - Epoch [112][540/940] lr: 1.283e-01, eta: 1 day, 4:51:54, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3232, top5_acc: 0.5666, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.7078 2020-07-29 15:25:27,631 - mmaction - INFO - Epoch [112][560/940] lr: 1.283e-01, eta: 1 day, 4:51:13, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.3213, top5_acc: 0.5680, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.7177 2020-07-29 15:25:55,619 - mmaction - INFO - Epoch [112][580/940] lr: 1.283e-01, eta: 1 day, 4:50:31, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3203, top5_acc: 0.5691, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.7075 2020-07-29 15:26:23,417 - mmaction - INFO - Epoch [112][600/940] lr: 1.283e-01, eta: 1 day, 4:49:50, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3371, top5_acc: 0.5813, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.6781 2020-07-29 15:26:51,589 - mmaction - INFO - Epoch [112][620/940] lr: 1.283e-01, eta: 1 day, 4:49:09, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3107, top5_acc: 0.5574, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.6938 2020-07-29 15:27:19,372 - mmaction - INFO - Epoch [112][640/940] lr: 1.283e-01, eta: 1 day, 4:48:27, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3270, top5_acc: 0.5744, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.6911 2020-07-29 15:27:47,250 - mmaction - INFO - Epoch [112][660/940] lr: 1.283e-01, eta: 1 day, 4:47:45, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5768, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.6657 2020-07-29 15:28:15,654 - mmaction - INFO - Epoch [112][680/940] lr: 1.283e-01, eta: 1 day, 4:47:05, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.3133, top5_acc: 0.5600, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.6621 2020-07-29 15:28:43,256 - mmaction - INFO - Epoch [112][700/940] lr: 1.283e-01, eta: 1 day, 4:46:23, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3246, top5_acc: 0.5781, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.6733 2020-07-29 15:29:12,247 - mmaction - INFO - Epoch [112][720/940] lr: 1.283e-01, eta: 1 day, 4:45:44, time: 1.448, data_time: 0.005, memory: 5021, top1_acc: 0.3311, top5_acc: 0.5742, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.6974 2020-07-29 15:29:40,150 - mmaction - INFO - Epoch [112][740/940] lr: 1.283e-01, eta: 1 day, 4:45:02, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3305, top5_acc: 0.5699, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.6647 2020-07-29 15:30:08,193 - mmaction - INFO - Epoch [112][760/940] lr: 1.283e-01, eta: 1 day, 4:44:21, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3230, top5_acc: 0.5572, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.7119 2020-07-29 15:30:36,120 - mmaction - INFO - Epoch [112][780/940] lr: 1.283e-01, eta: 1 day, 4:43:40, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5729, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.6943 2020-07-29 15:31:04,127 - mmaction - INFO - Epoch [112][800/940] lr: 1.283e-01, eta: 1 day, 4:42:59, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3275, top5_acc: 0.5799, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.6796 2020-07-29 15:31:32,190 - mmaction - INFO - Epoch [112][820/940] lr: 1.283e-01, eta: 1 day, 4:42:18, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.3371, top5_acc: 0.5760, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.7164 2020-07-29 15:31:59,866 - mmaction - INFO - Epoch [112][840/940] lr: 1.283e-01, eta: 1 day, 4:41:36, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3213, top5_acc: 0.5619, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.6996 2020-07-29 15:32:27,669 - mmaction - INFO - Epoch [112][860/940] lr: 1.283e-01, eta: 1 day, 4:40:54, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.3084, top5_acc: 0.5545, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.6966 2020-07-29 15:32:55,631 - mmaction - INFO - Epoch [112][880/940] lr: 1.283e-01, eta: 1 day, 4:40:13, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.3287, top5_acc: 0.5695, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.6607 2020-07-29 15:33:23,543 - mmaction - INFO - Epoch [112][900/940] lr: 1.283e-01, eta: 1 day, 4:39:32, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3314, top5_acc: 0.5707, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.6910 2020-07-29 15:33:51,363 - mmaction - INFO - Epoch [112][920/940] lr: 1.283e-01, eta: 1 day, 4:38:51, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3096, top5_acc: 0.5617, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.6840 2020-07-29 15:34:18,040 - mmaction - INFO - Epoch [112][940/940] lr: 1.283e-01, eta: 1 day, 4:38:07, time: 1.333, data_time: 0.005, memory: 5021, top1_acc: 0.3166, top5_acc: 0.5586, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.6688 2020-07-29 15:34:18,301 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-29 15:38:15,459 - mmaction - INFO - Epoch [113][20/940] lr: 1.251e-01, eta: 1 day, 4:44:35, time: 11.816, data_time: 0.363, memory: 5021, top1_acc: 0.3156, top5_acc: 0.5766, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.7282 2020-07-29 15:38:43,223 - mmaction - INFO - Epoch [113][40/940] lr: 1.251e-01, eta: 1 day, 4:43:53, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3260, top5_acc: 0.5789, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.7069 2020-07-29 15:39:10,876 - mmaction - INFO - Epoch [113][60/940] lr: 1.251e-01, eta: 1 day, 4:43:11, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3330, top5_acc: 0.5678, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.6902 2020-07-29 15:39:38,818 - mmaction - INFO - Epoch [113][80/940] lr: 1.251e-01, eta: 1 day, 4:42:29, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3336, top5_acc: 0.5842, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.7140 2020-07-29 15:40:06,863 - mmaction - INFO - Epoch [113][100/940] lr: 1.251e-01, eta: 1 day, 4:41:48, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3400, top5_acc: 0.5865, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.6958 2020-07-29 15:40:34,876 - mmaction - INFO - Epoch [113][120/940] lr: 1.251e-01, eta: 1 day, 4:41:07, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.3305, top5_acc: 0.5699, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.7015 2020-07-29 15:41:02,906 - mmaction - INFO - Epoch [113][140/940] lr: 1.251e-01, eta: 1 day, 4:40:25, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3361, top5_acc: 0.5797, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.7057 2020-07-29 15:41:31,045 - mmaction - INFO - Epoch [113][160/940] lr: 1.251e-01, eta: 1 day, 4:39:44, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3260, top5_acc: 0.5773, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.7066 2020-07-29 15:41:59,423 - mmaction - INFO - Epoch [113][180/940] lr: 1.251e-01, eta: 1 day, 4:39:04, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.3398, top5_acc: 0.5834, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.6962 2020-07-29 15:42:27,486 - mmaction - INFO - Epoch [113][200/940] lr: 1.251e-01, eta: 1 day, 4:38:23, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3271, top5_acc: 0.5740, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.7454 2020-07-29 15:42:55,607 - mmaction - INFO - Epoch [113][220/940] lr: 1.251e-01, eta: 1 day, 4:37:42, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.3314, top5_acc: 0.5709, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.7146 2020-07-29 15:43:23,689 - mmaction - INFO - Epoch [113][240/940] lr: 1.251e-01, eta: 1 day, 4:37:00, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.3219, top5_acc: 0.5496, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.7024 2020-07-29 15:43:51,792 - mmaction - INFO - Epoch [113][260/940] lr: 1.251e-01, eta: 1 day, 4:36:20, time: 1.407, data_time: 0.008, memory: 5021, top1_acc: 0.3211, top5_acc: 0.5770, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.6799 2020-07-29 15:44:20,014 - mmaction - INFO - Epoch [113][280/940] lr: 1.251e-01, eta: 1 day, 4:35:39, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5697, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.7025 2020-07-29 15:44:48,433 - mmaction - INFO - Epoch [113][300/940] lr: 1.251e-01, eta: 1 day, 4:34:58, time: 1.421, data_time: 0.002, memory: 5021, top1_acc: 0.3174, top5_acc: 0.5699, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.7147 2020-07-29 15:45:16,646 - mmaction - INFO - Epoch [113][320/940] lr: 1.251e-01, eta: 1 day, 4:34:18, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.3367, top5_acc: 0.5846, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.7075 2020-07-29 15:45:44,995 - mmaction - INFO - Epoch [113][340/940] lr: 1.251e-01, eta: 1 day, 4:33:37, time: 1.416, data_time: 0.002, memory: 5021, top1_acc: 0.3242, top5_acc: 0.5693, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.7418 2020-07-29 15:46:12,945 - mmaction - INFO - Epoch [113][360/940] lr: 1.251e-01, eta: 1 day, 4:32:56, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5693, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.7131 2020-07-29 15:46:41,156 - mmaction - INFO - Epoch [113][380/940] lr: 1.251e-01, eta: 1 day, 4:32:15, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.3123, top5_acc: 0.5621, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.7291 2020-07-29 15:47:09,201 - mmaction - INFO - Epoch [113][400/940] lr: 1.251e-01, eta: 1 day, 4:31:34, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.3287, top5_acc: 0.5758, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.6910 2020-07-29 15:47:37,635 - mmaction - INFO - Epoch [113][420/940] lr: 1.251e-01, eta: 1 day, 4:30:54, time: 1.424, data_time: 0.005, memory: 5021, top1_acc: 0.3225, top5_acc: 0.5686, loss_cls: 3.1087, loss: 3.1087, grad_norm: 1.7258 2020-07-29 15:48:05,747 - mmaction - INFO - Epoch [113][440/940] lr: 1.251e-01, eta: 1 day, 4:30:13, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3277, top5_acc: 0.5678, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.7110 2020-07-29 15:48:33,926 - mmaction - INFO - Epoch [113][460/940] lr: 1.251e-01, eta: 1 day, 4:29:33, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5775, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.6866 2020-07-29 15:49:01,964 - mmaction - INFO - Epoch [113][480/940] lr: 1.251e-01, eta: 1 day, 4:28:52, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.3287, top5_acc: 0.5687, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.6969 2020-07-29 15:49:29,867 - mmaction - INFO - Epoch [113][500/940] lr: 1.251e-01, eta: 1 day, 4:28:10, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5881, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.7559 2020-07-29 15:49:57,950 - mmaction - INFO - Epoch [113][520/940] lr: 1.251e-01, eta: 1 day, 4:27:30, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5555, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.7307 2020-07-29 15:50:26,460 - mmaction - INFO - Epoch [113][540/940] lr: 1.251e-01, eta: 1 day, 4:26:49, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.3326, top5_acc: 0.5699, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.6944 2020-07-29 15:50:54,807 - mmaction - INFO - Epoch [113][560/940] lr: 1.251e-01, eta: 1 day, 4:26:09, time: 1.420, data_time: 0.006, memory: 5021, top1_acc: 0.3219, top5_acc: 0.5637, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.6890 2020-07-29 15:51:22,919 - mmaction - INFO - Epoch [113][580/940] lr: 1.251e-01, eta: 1 day, 4:25:28, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5719, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.6949 2020-07-29 15:51:50,912 - mmaction - INFO - Epoch [113][600/940] lr: 1.251e-01, eta: 1 day, 4:24:48, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3248, top5_acc: 0.5707, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.6994 2020-07-29 15:52:19,401 - mmaction - INFO - Epoch [113][620/940] lr: 1.251e-01, eta: 1 day, 4:24:08, time: 1.425, data_time: 0.005, memory: 5021, top1_acc: 0.3201, top5_acc: 0.5693, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.6995 2020-07-29 15:52:47,367 - mmaction - INFO - Epoch [113][640/940] lr: 1.251e-01, eta: 1 day, 4:23:27, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5715, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.6892 2020-07-29 15:53:15,598 - mmaction - INFO - Epoch [113][660/940] lr: 1.251e-01, eta: 1 day, 4:22:46, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.3299, top5_acc: 0.5674, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.7331 2020-07-29 15:53:43,818 - mmaction - INFO - Epoch [113][680/940] lr: 1.251e-01, eta: 1 day, 4:22:06, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.3232, top5_acc: 0.5738, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.7089 2020-07-29 15:54:11,840 - mmaction - INFO - Epoch [113][700/940] lr: 1.251e-01, eta: 1 day, 4:21:25, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3250, top5_acc: 0.5725, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.6864 2020-07-29 15:54:39,883 - mmaction - INFO - Epoch [113][720/940] lr: 1.251e-01, eta: 1 day, 4:20:44, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3229, top5_acc: 0.5686, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.7214 2020-07-29 15:55:08,370 - mmaction - INFO - Epoch [113][740/940] lr: 1.251e-01, eta: 1 day, 4:20:04, time: 1.424, data_time: 0.005, memory: 5021, top1_acc: 0.3193, top5_acc: 0.5711, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.7239 2020-07-29 15:55:36,403 - mmaction - INFO - Epoch [113][760/940] lr: 1.251e-01, eta: 1 day, 4:19:24, time: 1.402, data_time: 0.002, memory: 5021, top1_acc: 0.3162, top5_acc: 0.5768, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.6908 2020-07-29 15:56:04,726 - mmaction - INFO - Epoch [113][780/940] lr: 1.251e-01, eta: 1 day, 4:18:43, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3268, top5_acc: 0.5762, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.6780 2020-07-29 15:56:32,921 - mmaction - INFO - Epoch [113][800/940] lr: 1.251e-01, eta: 1 day, 4:18:03, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.3180, top5_acc: 0.5721, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.7177 2020-07-29 15:57:01,449 - mmaction - INFO - Epoch [113][820/940] lr: 1.251e-01, eta: 1 day, 4:17:23, time: 1.424, data_time: 0.004, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5609, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.6673 2020-07-29 15:57:29,615 - mmaction - INFO - Epoch [113][840/940] lr: 1.251e-01, eta: 1 day, 4:16:43, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.3244, top5_acc: 0.5639, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.7010 2020-07-29 15:57:57,583 - mmaction - INFO - Epoch [113][860/940] lr: 1.251e-01, eta: 1 day, 4:16:02, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3443, top5_acc: 0.5896, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7029 2020-07-29 15:58:25,647 - mmaction - INFO - Epoch [113][880/940] lr: 1.251e-01, eta: 1 day, 4:15:21, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5723, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.7483 2020-07-29 15:58:53,816 - mmaction - INFO - Epoch [113][900/940] lr: 1.251e-01, eta: 1 day, 4:14:41, time: 1.412, data_time: 0.007, memory: 5021, top1_acc: 0.3297, top5_acc: 0.5703, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.7182 2020-07-29 15:59:22,026 - mmaction - INFO - Epoch [113][920/940] lr: 1.251e-01, eta: 1 day, 4:14:01, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5609, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.7173 2020-07-29 15:59:48,751 - mmaction - INFO - Epoch [113][940/940] lr: 1.251e-01, eta: 1 day, 4:13:18, time: 1.335, data_time: 0.005, memory: 5021, top1_acc: 0.3222, top5_acc: 0.5664, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.7547 2020-07-29 15:59:49,016 - mmaction - INFO - Saving checkpoint at 113 epochs 2020-07-29 16:03:53,419 - mmaction - INFO - Epoch [114][20/940] lr: 1.219e-01, eta: 1 day, 4:19:41, time: 12.173, data_time: 0.355, memory: 5021, top1_acc: 0.3215, top5_acc: 0.5652, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.7138 2020-07-29 16:04:21,529 - mmaction - INFO - Epoch [114][40/940] lr: 1.219e-01, eta: 1 day, 4:19:00, time: 1.409, data_time: 0.017, memory: 5021, top1_acc: 0.3332, top5_acc: 0.5820, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.7257 2020-07-29 16:04:49,278 - mmaction - INFO - Epoch [114][60/940] lr: 1.219e-01, eta: 1 day, 4:18:19, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3291, top5_acc: 0.5832, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.6965 2020-07-29 16:05:17,161 - mmaction - INFO - Epoch [114][80/940] lr: 1.219e-01, eta: 1 day, 4:17:38, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3307, top5_acc: 0.5727, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.7528 2020-07-29 16:05:45,034 - mmaction - INFO - Epoch [114][100/940] lr: 1.219e-01, eta: 1 day, 4:16:56, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3309, top5_acc: 0.5707, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.7140 2020-07-29 16:06:13,211 - mmaction - INFO - Epoch [114][120/940] lr: 1.219e-01, eta: 1 day, 4:16:16, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.3355, top5_acc: 0.5895, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.7326 2020-07-29 16:06:41,656 - mmaction - INFO - Epoch [114][140/940] lr: 1.219e-01, eta: 1 day, 4:15:36, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.3330, top5_acc: 0.5729, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.7166 2020-07-29 16:07:09,542 - mmaction - INFO - Epoch [114][160/940] lr: 1.219e-01, eta: 1 day, 4:14:55, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3334, top5_acc: 0.5748, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.7015 2020-07-29 16:07:37,456 - mmaction - INFO - Epoch [114][180/940] lr: 1.219e-01, eta: 1 day, 4:14:13, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3316, top5_acc: 0.5850, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.7468 2020-07-29 16:08:05,846 - mmaction - INFO - Epoch [114][200/940] lr: 1.219e-01, eta: 1 day, 4:13:33, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.3213, top5_acc: 0.5783, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.7359 2020-07-29 16:08:33,919 - mmaction - INFO - Epoch [114][220/940] lr: 1.219e-01, eta: 1 day, 4:12:52, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.3262, top5_acc: 0.5908, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.7249 2020-07-29 16:09:02,183 - mmaction - INFO - Epoch [114][240/940] lr: 1.219e-01, eta: 1 day, 4:12:12, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5758, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.7405 2020-07-29 16:09:30,270 - mmaction - INFO - Epoch [114][260/940] lr: 1.219e-01, eta: 1 day, 4:11:31, time: 1.403, data_time: 0.004, memory: 5021, top1_acc: 0.3432, top5_acc: 0.5820, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.7146 2020-07-29 16:09:58,061 - mmaction - INFO - Epoch [114][280/940] lr: 1.219e-01, eta: 1 day, 4:10:50, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3377, top5_acc: 0.5813, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.7308 2020-07-29 16:10:26,284 - mmaction - INFO - Epoch [114][300/940] lr: 1.219e-01, eta: 1 day, 4:10:10, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3422, top5_acc: 0.5807, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.7204 2020-07-29 16:10:55,019 - mmaction - INFO - Epoch [114][320/940] lr: 1.219e-01, eta: 1 day, 4:09:30, time: 1.438, data_time: 0.005, memory: 5021, top1_acc: 0.3324, top5_acc: 0.5859, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.7256 2020-07-29 16:11:22,881 - mmaction - INFO - Epoch [114][340/940] lr: 1.219e-01, eta: 1 day, 4:08:49, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5770, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.6948 2020-07-29 16:11:50,976 - mmaction - INFO - Epoch [114][360/940] lr: 1.219e-01, eta: 1 day, 4:08:09, time: 1.405, data_time: 0.004, memory: 5021, top1_acc: 0.3309, top5_acc: 0.5691, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.7528 2020-07-29 16:12:19,142 - mmaction - INFO - Epoch [114][380/940] lr: 1.219e-01, eta: 1 day, 4:07:28, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3314, top5_acc: 0.5793, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.7032 2020-07-29 16:12:46,878 - mmaction - INFO - Epoch [114][400/940] lr: 1.219e-01, eta: 1 day, 4:06:47, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3326, top5_acc: 0.5762, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.6953 2020-07-29 16:13:14,770 - mmaction - INFO - Epoch [114][420/940] lr: 1.219e-01, eta: 1 day, 4:06:06, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.3277, top5_acc: 0.5742, loss_cls: 3.1211, loss: 3.1211, grad_norm: 1.7572 2020-07-29 16:13:42,896 - mmaction - INFO - Epoch [114][440/940] lr: 1.219e-01, eta: 1 day, 4:05:26, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.3299, top5_acc: 0.5775, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.6680 2020-07-29 16:14:11,409 - mmaction - INFO - Epoch [114][460/940] lr: 1.219e-01, eta: 1 day, 4:04:46, time: 1.428, data_time: 0.006, memory: 5021, top1_acc: 0.3334, top5_acc: 0.5795, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.7277 2020-07-29 16:14:39,421 - mmaction - INFO - Epoch [114][480/940] lr: 1.219e-01, eta: 1 day, 4:04:05, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3389, top5_acc: 0.5809, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.7202 2020-07-29 16:15:07,478 - mmaction - INFO - Epoch [114][500/940] lr: 1.219e-01, eta: 1 day, 4:03:25, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3297, top5_acc: 0.5719, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.7225 2020-07-29 16:15:35,253 - mmaction - INFO - Epoch [114][520/940] lr: 1.219e-01, eta: 1 day, 4:02:44, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.3301, top5_acc: 0.5680, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.6713 2020-07-29 16:16:03,262 - mmaction - INFO - Epoch [114][540/940] lr: 1.219e-01, eta: 1 day, 4:02:03, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5775, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.6724 2020-07-29 16:16:31,330 - mmaction - INFO - Epoch [114][560/940] lr: 1.219e-01, eta: 1 day, 4:01:22, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.3301, top5_acc: 0.5734, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.6887 2020-07-29 16:16:59,065 - mmaction - INFO - Epoch [114][580/940] lr: 1.219e-01, eta: 1 day, 4:00:41, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.7173 2020-07-29 16:17:27,070 - mmaction - INFO - Epoch [114][600/940] lr: 1.219e-01, eta: 1 day, 4:00:01, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3367, top5_acc: 0.5791, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.7145 2020-07-29 16:17:55,432 - mmaction - INFO - Epoch [114][620/940] lr: 1.219e-01, eta: 1 day, 3:59:21, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3279, top5_acc: 0.5783, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.7093 2020-07-29 16:18:23,483 - mmaction - INFO - Epoch [114][640/940] lr: 1.219e-01, eta: 1 day, 3:58:40, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.3260, top5_acc: 0.5824, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.7450 2020-07-29 16:18:51,225 - mmaction - INFO - Epoch [114][660/940] lr: 1.219e-01, eta: 1 day, 3:57:59, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3279, top5_acc: 0.5754, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.7476 2020-07-29 16:19:19,596 - mmaction - INFO - Epoch [114][680/940] lr: 1.219e-01, eta: 1 day, 3:57:19, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.3324, top5_acc: 0.5775, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.7165 2020-07-29 16:19:47,675 - mmaction - INFO - Epoch [114][700/940] lr: 1.219e-01, eta: 1 day, 3:56:39, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3338, top5_acc: 0.5746, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.7258 2020-07-29 16:20:15,757 - mmaction - INFO - Epoch [114][720/940] lr: 1.219e-01, eta: 1 day, 3:55:59, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3299, top5_acc: 0.5715, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.7282 2020-07-29 16:20:43,479 - mmaction - INFO - Epoch [114][740/940] lr: 1.219e-01, eta: 1 day, 3:55:18, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.3266, top5_acc: 0.5668, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.7291 2020-07-29 16:21:11,627 - mmaction - INFO - Epoch [114][760/940] lr: 1.219e-01, eta: 1 day, 3:54:37, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5809, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.7158 2020-07-29 16:21:39,516 - mmaction - INFO - Epoch [114][780/940] lr: 1.219e-01, eta: 1 day, 3:53:57, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.1267, loss: 3.1267, grad_norm: 1.6922 2020-07-29 16:22:07,490 - mmaction - INFO - Epoch [114][800/940] lr: 1.219e-01, eta: 1 day, 3:53:16, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3160, top5_acc: 0.5543, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.7257 2020-07-29 16:22:35,329 - mmaction - INFO - Epoch [114][820/940] lr: 1.219e-01, eta: 1 day, 3:52:36, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3330, top5_acc: 0.5791, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.7117 2020-07-29 16:23:03,423 - mmaction - INFO - Epoch [114][840/940] lr: 1.219e-01, eta: 1 day, 3:51:55, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3418, top5_acc: 0.5760, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.6820 2020-07-29 16:23:31,722 - mmaction - INFO - Epoch [114][860/940] lr: 1.219e-01, eta: 1 day, 3:51:16, time: 1.418, data_time: 0.007, memory: 5021, top1_acc: 0.3314, top5_acc: 0.5734, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.7331 2020-07-29 16:23:59,941 - mmaction - INFO - Epoch [114][880/940] lr: 1.219e-01, eta: 1 day, 3:50:35, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3258, top5_acc: 0.5684, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.7672 2020-07-29 16:24:28,184 - mmaction - INFO - Epoch [114][900/940] lr: 1.219e-01, eta: 1 day, 3:49:56, time: 1.415, data_time: 0.006, memory: 5021, top1_acc: 0.3260, top5_acc: 0.5723, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.7081 2020-07-29 16:24:56,164 - mmaction - INFO - Epoch [114][920/940] lr: 1.219e-01, eta: 1 day, 3:49:15, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3400, top5_acc: 0.5824, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.7126 2020-07-29 16:25:23,216 - mmaction - INFO - Epoch [114][940/940] lr: 1.219e-01, eta: 1 day, 3:48:33, time: 1.354, data_time: 0.005, memory: 5021, top1_acc: 0.3295, top5_acc: 0.5755, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.7732 2020-07-29 16:25:23,623 - mmaction - INFO - Saving checkpoint at 114 epochs 2020-07-29 16:29:12,985 - mmaction - INFO - Epoch [115][20/940] lr: 1.187e-01, eta: 1 day, 3:54:10, time: 11.407, data_time: 0.508, memory: 5021, top1_acc: 0.3268, top5_acc: 0.5725, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.7758 2020-07-29 16:29:40,472 - mmaction - INFO - Epoch [115][40/940] lr: 1.187e-01, eta: 1 day, 3:53:28, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5758, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.7204 2020-07-29 16:30:08,543 - mmaction - INFO - Epoch [115][60/940] lr: 1.187e-01, eta: 1 day, 3:52:48, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3346, top5_acc: 0.5814, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.7331 2020-07-29 16:30:36,128 - mmaction - INFO - Epoch [115][80/940] lr: 1.187e-01, eta: 1 day, 3:52:06, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.3275, top5_acc: 0.5771, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.7449 2020-07-29 16:31:04,143 - mmaction - INFO - Epoch [115][100/940] lr: 1.187e-01, eta: 1 day, 3:51:26, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3471, top5_acc: 0.6012, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.6888 2020-07-29 16:31:31,840 - mmaction - INFO - Epoch [115][120/940] lr: 1.187e-01, eta: 1 day, 3:50:45, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.7216 2020-07-29 16:31:59,991 - mmaction - INFO - Epoch [115][140/940] lr: 1.187e-01, eta: 1 day, 3:50:04, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3270, top5_acc: 0.5744, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.7523 2020-07-29 16:32:27,971 - mmaction - INFO - Epoch [115][160/940] lr: 1.187e-01, eta: 1 day, 3:49:24, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3244, top5_acc: 0.5822, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.7502 2020-07-29 16:32:56,458 - mmaction - INFO - Epoch [115][180/940] lr: 1.187e-01, eta: 1 day, 3:48:44, time: 1.422, data_time: 0.006, memory: 5021, top1_acc: 0.3369, top5_acc: 0.5734, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.7122 2020-07-29 16:33:24,497 - mmaction - INFO - Epoch [115][200/940] lr: 1.187e-01, eta: 1 day, 3:48:04, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5801, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.7442 2020-07-29 16:33:52,397 - mmaction - INFO - Epoch [115][220/940] lr: 1.187e-01, eta: 1 day, 3:47:23, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3350, top5_acc: 0.5846, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.7162 2020-07-29 16:34:20,419 - mmaction - INFO - Epoch [115][240/940] lr: 1.187e-01, eta: 1 day, 3:46:42, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3338, top5_acc: 0.5775, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.7261 2020-07-29 16:34:49,044 - mmaction - INFO - Epoch [115][260/940] lr: 1.187e-01, eta: 1 day, 3:46:03, time: 1.430, data_time: 0.005, memory: 5021, top1_acc: 0.3426, top5_acc: 0.5871, loss_cls: 3.0286, loss: 3.0286, grad_norm: 1.7122 2020-07-29 16:35:16,988 - mmaction - INFO - Epoch [115][280/940] lr: 1.187e-01, eta: 1 day, 3:45:22, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5838, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.7381 2020-07-29 16:35:45,081 - mmaction - INFO - Epoch [115][300/940] lr: 1.187e-01, eta: 1 day, 3:44:42, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3359, top5_acc: 0.5807, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.7487 2020-07-29 16:36:12,992 - mmaction - INFO - Epoch [115][320/940] lr: 1.187e-01, eta: 1 day, 3:44:02, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3309, top5_acc: 0.5789, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.7538 2020-07-29 16:36:40,853 - mmaction - INFO - Epoch [115][340/940] lr: 1.187e-01, eta: 1 day, 3:43:21, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3332, top5_acc: 0.5848, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.7291 2020-07-29 16:37:09,034 - mmaction - INFO - Epoch [115][360/940] lr: 1.187e-01, eta: 1 day, 3:42:41, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3258, top5_acc: 0.5705, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.7466 2020-07-29 16:37:36,691 - mmaction - INFO - Epoch [115][380/940] lr: 1.187e-01, eta: 1 day, 3:42:00, time: 1.386, data_time: 0.007, memory: 5021, top1_acc: 0.3195, top5_acc: 0.5713, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.7115 2020-07-29 16:38:04,591 - mmaction - INFO - Epoch [115][400/940] lr: 1.187e-01, eta: 1 day, 3:41:19, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3301, top5_acc: 0.5826, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.7268 2020-07-29 16:38:32,445 - mmaction - INFO - Epoch [115][420/940] lr: 1.187e-01, eta: 1 day, 3:40:39, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3367, top5_acc: 0.5779, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.7432 2020-07-29 16:39:00,419 - mmaction - INFO - Epoch [115][440/940] lr: 1.187e-01, eta: 1 day, 3:39:58, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3365, top5_acc: 0.5826, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.7607 2020-07-29 16:39:28,511 - mmaction - INFO - Epoch [115][460/940] lr: 1.187e-01, eta: 1 day, 3:39:18, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5662, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.7094 2020-07-29 16:39:56,506 - mmaction - INFO - Epoch [115][480/940] lr: 1.187e-01, eta: 1 day, 3:38:38, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.3217, top5_acc: 0.5746, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.7114 2020-07-29 16:40:24,646 - mmaction - INFO - Epoch [115][500/940] lr: 1.187e-01, eta: 1 day, 3:37:58, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.3369, top5_acc: 0.5828, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.7222 2020-07-29 16:40:52,507 - mmaction - INFO - Epoch [115][520/940] lr: 1.187e-01, eta: 1 day, 3:37:17, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3342, top5_acc: 0.5750, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.6987 2020-07-29 16:41:20,392 - mmaction - INFO - Epoch [115][540/940] lr: 1.187e-01, eta: 1 day, 3:36:37, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3422, top5_acc: 0.5818, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.7455 2020-07-29 16:41:48,067 - mmaction - INFO - Epoch [115][560/940] lr: 1.187e-01, eta: 1 day, 3:35:56, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.7581 2020-07-29 16:42:16,205 - mmaction - INFO - Epoch [115][580/940] lr: 1.187e-01, eta: 1 day, 3:35:16, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5629, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.7592 2020-07-29 16:42:43,899 - mmaction - INFO - Epoch [115][600/940] lr: 1.187e-01, eta: 1 day, 3:34:35, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3430, top5_acc: 0.5859, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.7025 2020-07-29 16:43:12,244 - mmaction - INFO - Epoch [115][620/940] lr: 1.187e-01, eta: 1 day, 3:33:55, time: 1.417, data_time: 0.004, memory: 5021, top1_acc: 0.3193, top5_acc: 0.5684, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.7715 2020-07-29 16:43:40,472 - mmaction - INFO - Epoch [115][640/940] lr: 1.187e-01, eta: 1 day, 3:33:16, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5764, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.7344 2020-07-29 16:44:08,827 - mmaction - INFO - Epoch [115][660/940] lr: 1.187e-01, eta: 1 day, 3:32:36, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.3318, top5_acc: 0.5850, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.7368 2020-07-29 16:44:37,155 - mmaction - INFO - Epoch [115][680/940] lr: 1.187e-01, eta: 1 day, 3:31:56, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3227, top5_acc: 0.5695, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.7384 2020-07-29 16:45:05,625 - mmaction - INFO - Epoch [115][700/940] lr: 1.187e-01, eta: 1 day, 3:31:17, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.3330, top5_acc: 0.5740, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.7171 2020-07-29 16:45:33,617 - mmaction - INFO - Epoch [115][720/940] lr: 1.187e-01, eta: 1 day, 3:30:37, time: 1.400, data_time: 0.003, memory: 5021, top1_acc: 0.3447, top5_acc: 0.5771, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.7071 2020-07-29 16:46:01,541 - mmaction - INFO - Epoch [115][740/940] lr: 1.187e-01, eta: 1 day, 3:29:57, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3264, top5_acc: 0.5834, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.7403 2020-07-29 16:46:29,817 - mmaction - INFO - Epoch [115][760/940] lr: 1.187e-01, eta: 1 day, 3:29:17, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5674, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.7159 2020-07-29 16:46:57,907 - mmaction - INFO - Epoch [115][780/940] lr: 1.187e-01, eta: 1 day, 3:28:37, time: 1.404, data_time: 0.007, memory: 5021, top1_acc: 0.3314, top5_acc: 0.5795, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.7340 2020-07-29 16:47:25,796 - mmaction - INFO - Epoch [115][800/940] lr: 1.187e-01, eta: 1 day, 3:27:57, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3377, top5_acc: 0.5857, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.7394 2020-07-29 16:47:53,685 - mmaction - INFO - Epoch [115][820/940] lr: 1.187e-01, eta: 1 day, 3:27:16, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5887, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.7974 2020-07-29 16:48:21,529 - mmaction - INFO - Epoch [115][840/940] lr: 1.187e-01, eta: 1 day, 3:26:36, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5742, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.7479 2020-07-29 16:48:49,483 - mmaction - INFO - Epoch [115][860/940] lr: 1.187e-01, eta: 1 day, 3:25:56, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.7565 2020-07-29 16:49:17,365 - mmaction - INFO - Epoch [115][880/940] lr: 1.187e-01, eta: 1 day, 3:25:16, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3225, top5_acc: 0.5666, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.7267 2020-07-29 16:49:45,189 - mmaction - INFO - Epoch [115][900/940] lr: 1.187e-01, eta: 1 day, 3:24:35, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3312, top5_acc: 0.5729, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.6900 2020-07-29 16:50:13,192 - mmaction - INFO - Epoch [115][920/940] lr: 1.187e-01, eta: 1 day, 3:23:55, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3328, top5_acc: 0.5746, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.7211 2020-07-29 16:50:39,892 - mmaction - INFO - Epoch [115][940/940] lr: 1.187e-01, eta: 1 day, 3:23:13, time: 1.336, data_time: 0.005, memory: 5021, top1_acc: 0.3300, top5_acc: 0.5731, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7419 2020-07-29 16:50:40,158 - mmaction - INFO - Saving checkpoint at 115 epochs 2020-07-29 16:56:29,024 - mmaction - INFO - Epoch [116][20/940] lr: 1.155e-01, eta: 1 day, 3:32:10, time: 17.397, data_time: 0.358, memory: 5021, top1_acc: 0.3279, top5_acc: 0.5709, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.7433 2020-07-29 16:56:56,242 - mmaction - INFO - Epoch [116][40/940] lr: 1.155e-01, eta: 1 day, 3:31:28, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.3295, top5_acc: 0.5807, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.7177 2020-07-29 16:57:23,511 - mmaction - INFO - Epoch [116][60/940] lr: 1.155e-01, eta: 1 day, 3:30:46, time: 1.362, data_time: 0.006, memory: 5021, top1_acc: 0.3350, top5_acc: 0.5859, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.7839 2020-07-29 16:57:50,972 - mmaction - INFO - Epoch [116][80/940] lr: 1.155e-01, eta: 1 day, 3:30:05, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3238, top5_acc: 0.5752, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.7359 2020-07-29 16:58:18,436 - mmaction - INFO - Epoch [116][100/940] lr: 1.155e-01, eta: 1 day, 3:29:24, time: 1.373, data_time: 0.007, memory: 5021, top1_acc: 0.3473, top5_acc: 0.5982, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.7636 2020-07-29 16:58:45,990 - mmaction - INFO - Epoch [116][120/940] lr: 1.155e-01, eta: 1 day, 3:28:42, time: 1.378, data_time: 0.004, memory: 5021, top1_acc: 0.3400, top5_acc: 0.5705, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.7286 2020-07-29 16:59:13,631 - mmaction - INFO - Epoch [116][140/940] lr: 1.155e-01, eta: 1 day, 3:28:01, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3434, top5_acc: 0.5863, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.7674 2020-07-29 16:59:41,280 - mmaction - INFO - Epoch [116][160/940] lr: 1.155e-01, eta: 1 day, 3:27:20, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3344, top5_acc: 0.5707, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.7840 2020-07-29 17:00:15,472 - mmaction - INFO - Epoch [116][180/940] lr: 1.155e-01, eta: 1 day, 3:26:51, time: 1.698, data_time: 0.006, memory: 5021, top1_acc: 0.3336, top5_acc: 0.5945, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.7173 2020-07-29 17:00:43,527 - mmaction - INFO - Epoch [116][200/940] lr: 1.155e-01, eta: 1 day, 3:26:11, time: 1.414, data_time: 0.024, memory: 5021, top1_acc: 0.3383, top5_acc: 0.5826, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.7590 2020-07-29 17:01:11,218 - mmaction - INFO - Epoch [116][220/940] lr: 1.155e-01, eta: 1 day, 3:25:30, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3332, top5_acc: 0.5803, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.7544 2020-07-29 17:01:39,243 - mmaction - INFO - Epoch [116][240/940] lr: 1.155e-01, eta: 1 day, 3:24:50, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3346, top5_acc: 0.5850, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.7788 2020-07-29 17:02:07,216 - mmaction - INFO - Epoch [116][260/940] lr: 1.155e-01, eta: 1 day, 3:24:09, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3348, top5_acc: 0.5797, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.7767 2020-07-29 17:02:34,759 - mmaction - INFO - Epoch [116][280/940] lr: 1.155e-01, eta: 1 day, 3:23:28, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3209, top5_acc: 0.5811, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.7954 2020-07-29 17:03:02,756 - mmaction - INFO - Epoch [116][300/940] lr: 1.155e-01, eta: 1 day, 3:22:48, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3311, top5_acc: 0.5893, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.7666 2020-07-29 17:03:30,662 - mmaction - INFO - Epoch [116][320/940] lr: 1.155e-01, eta: 1 day, 3:22:07, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3322, top5_acc: 0.5877, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.7622 2020-07-29 17:03:58,439 - mmaction - INFO - Epoch [116][340/940] lr: 1.155e-01, eta: 1 day, 3:21:27, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3377, top5_acc: 0.5783, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.8159 2020-07-29 17:04:25,861 - mmaction - INFO - Epoch [116][360/940] lr: 1.155e-01, eta: 1 day, 3:20:45, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3318, top5_acc: 0.5713, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.7915 2020-07-29 17:04:53,663 - mmaction - INFO - Epoch [116][380/940] lr: 1.155e-01, eta: 1 day, 3:20:05, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3371, top5_acc: 0.5738, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.7357 2020-07-29 17:05:21,305 - mmaction - INFO - Epoch [116][400/940] lr: 1.155e-01, eta: 1 day, 3:19:24, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3367, top5_acc: 0.5832, loss_cls: 3.0530, loss: 3.0530, grad_norm: 1.7290 2020-07-29 17:05:48,911 - mmaction - INFO - Epoch [116][420/940] lr: 1.155e-01, eta: 1 day, 3:18:43, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3363, top5_acc: 0.5793, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.7429 2020-07-29 17:06:16,449 - mmaction - INFO - Epoch [116][440/940] lr: 1.155e-01, eta: 1 day, 3:18:02, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3305, top5_acc: 0.5777, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.7422 2020-07-29 17:06:44,327 - mmaction - INFO - Epoch [116][460/940] lr: 1.155e-01, eta: 1 day, 3:17:21, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3297, top5_acc: 0.5771, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.7613 2020-07-29 17:07:12,028 - mmaction - INFO - Epoch [116][480/940] lr: 1.155e-01, eta: 1 day, 3:16:41, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3455, top5_acc: 0.5840, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.7471 2020-07-29 17:07:39,804 - mmaction - INFO - Epoch [116][500/940] lr: 1.155e-01, eta: 1 day, 3:16:00, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3396, top5_acc: 0.5811, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.7776 2020-07-29 17:08:07,558 - mmaction - INFO - Epoch [116][520/940] lr: 1.155e-01, eta: 1 day, 3:15:20, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3307, top5_acc: 0.5680, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.7704 2020-07-29 17:08:35,340 - mmaction - INFO - Epoch [116][540/940] lr: 1.155e-01, eta: 1 day, 3:14:39, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3357, top5_acc: 0.5799, loss_cls: 3.0696, loss: 3.0696, grad_norm: 1.7533 2020-07-29 17:09:02,879 - mmaction - INFO - Epoch [116][560/940] lr: 1.155e-01, eta: 1 day, 3:13:58, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3408, top5_acc: 0.5789, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.7572 2020-07-29 17:09:30,816 - mmaction - INFO - Epoch [116][580/940] lr: 1.155e-01, eta: 1 day, 3:13:18, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.7472 2020-07-29 17:09:58,346 - mmaction - INFO - Epoch [116][600/940] lr: 1.155e-01, eta: 1 day, 3:12:37, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3287, top5_acc: 0.5686, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.7738 2020-07-29 17:10:26,329 - mmaction - INFO - Epoch [116][620/940] lr: 1.155e-01, eta: 1 day, 3:11:57, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.3207, top5_acc: 0.5668, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.7507 2020-07-29 17:10:54,530 - mmaction - INFO - Epoch [116][640/940] lr: 1.155e-01, eta: 1 day, 3:11:17, time: 1.410, data_time: 0.002, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5779, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.7675 2020-07-29 17:11:22,191 - mmaction - INFO - Epoch [116][660/940] lr: 1.155e-01, eta: 1 day, 3:10:37, time: 1.383, data_time: 0.003, memory: 5021, top1_acc: 0.3311, top5_acc: 0.5807, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.7721 2020-07-29 17:11:49,901 - mmaction - INFO - Epoch [116][680/940] lr: 1.155e-01, eta: 1 day, 3:09:56, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3426, top5_acc: 0.5854, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.7554 2020-07-29 17:12:17,706 - mmaction - INFO - Epoch [116][700/940] lr: 1.155e-01, eta: 1 day, 3:09:16, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3375, top5_acc: 0.5785, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.7310 2020-07-29 17:12:45,127 - mmaction - INFO - Epoch [116][720/940] lr: 1.155e-01, eta: 1 day, 3:08:35, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5799, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.7680 2020-07-29 17:13:12,894 - mmaction - INFO - Epoch [116][740/940] lr: 1.155e-01, eta: 1 day, 3:07:54, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3383, top5_acc: 0.5738, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.7793 2020-07-29 17:13:41,337 - mmaction - INFO - Epoch [116][760/940] lr: 1.155e-01, eta: 1 day, 3:07:15, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.3400, top5_acc: 0.5826, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.7241 2020-07-29 17:14:09,047 - mmaction - INFO - Epoch [116][780/940] lr: 1.155e-01, eta: 1 day, 3:06:35, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3400, top5_acc: 0.5793, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.7976 2020-07-29 17:14:36,678 - mmaction - INFO - Epoch [116][800/940] lr: 1.155e-01, eta: 1 day, 3:05:54, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3312, top5_acc: 0.5764, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.7623 2020-07-29 17:15:04,531 - mmaction - INFO - Epoch [116][820/940] lr: 1.155e-01, eta: 1 day, 3:05:14, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3350, top5_acc: 0.5760, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.7494 2020-07-29 17:15:32,167 - mmaction - INFO - Epoch [116][840/940] lr: 1.155e-01, eta: 1 day, 3:04:33, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3387, top5_acc: 0.5807, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.7748 2020-07-29 17:15:59,997 - mmaction - INFO - Epoch [116][860/940] lr: 1.155e-01, eta: 1 day, 3:03:53, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3338, top5_acc: 0.5877, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.7666 2020-07-29 17:16:27,812 - mmaction - INFO - Epoch [116][880/940] lr: 1.155e-01, eta: 1 day, 3:03:13, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.7854 2020-07-29 17:16:56,266 - mmaction - INFO - Epoch [116][900/940] lr: 1.155e-01, eta: 1 day, 3:02:34, time: 1.421, data_time: 0.006, memory: 5021, top1_acc: 0.3230, top5_acc: 0.5744, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.7690 2020-07-29 17:17:23,891 - mmaction - INFO - Epoch [116][920/940] lr: 1.155e-01, eta: 1 day, 3:01:53, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3334, top5_acc: 0.5818, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.7420 2020-07-29 17:17:51,161 - mmaction - INFO - Epoch [116][940/940] lr: 1.155e-01, eta: 1 day, 3:01:12, time: 1.362, data_time: 0.005, memory: 5021, top1_acc: 0.3348, top5_acc: 0.5824, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.8003 2020-07-29 17:17:51,525 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-07-29 17:22:23,490 - mmaction - INFO - Epoch [117][20/940] lr: 1.123e-01, eta: 1 day, 3:07:32, time: 13.539, data_time: 0.530, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5715, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.8049 2020-07-29 17:22:51,055 - mmaction - INFO - Epoch [117][40/940] lr: 1.123e-01, eta: 1 day, 3:06:51, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3242, top5_acc: 0.5746, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.7536 2020-07-29 17:23:18,595 - mmaction - INFO - Epoch [117][60/940] lr: 1.123e-01, eta: 1 day, 3:06:10, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3441, top5_acc: 0.5879, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.7485 2020-07-29 17:23:46,238 - mmaction - INFO - Epoch [117][80/940] lr: 1.123e-01, eta: 1 day, 3:05:29, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3346, top5_acc: 0.5777, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.7653 2020-07-29 17:24:13,996 - mmaction - INFO - Epoch [117][100/940] lr: 1.123e-01, eta: 1 day, 3:04:49, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3352, top5_acc: 0.5863, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.7299 2020-07-29 17:24:41,687 - mmaction - INFO - Epoch [117][120/940] lr: 1.123e-01, eta: 1 day, 3:04:08, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3389, top5_acc: 0.5863, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.8163 2020-07-29 17:25:09,602 - mmaction - INFO - Epoch [117][140/940] lr: 1.123e-01, eta: 1 day, 3:03:28, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3412, top5_acc: 0.5947, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.7928 2020-07-29 17:25:37,787 - mmaction - INFO - Epoch [117][160/940] lr: 1.123e-01, eta: 1 day, 3:02:48, time: 1.408, data_time: 0.002, memory: 5021, top1_acc: 0.3449, top5_acc: 0.5904, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.7391 2020-07-29 17:26:05,679 - mmaction - INFO - Epoch [117][180/940] lr: 1.123e-01, eta: 1 day, 3:02:07, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5854, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.7544 2020-07-29 17:26:33,571 - mmaction - INFO - Epoch [117][200/940] lr: 1.123e-01, eta: 1 day, 3:01:27, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3465, top5_acc: 0.5947, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.7539 2020-07-29 17:27:02,134 - mmaction - INFO - Epoch [117][220/940] lr: 1.123e-01, eta: 1 day, 3:00:48, time: 1.426, data_time: 0.004, memory: 5021, top1_acc: 0.3494, top5_acc: 0.5902, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.7988 2020-07-29 17:27:30,045 - mmaction - INFO - Epoch [117][240/940] lr: 1.123e-01, eta: 1 day, 3:00:08, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.7957 2020-07-29 17:27:58,147 - mmaction - INFO - Epoch [117][260/940] lr: 1.123e-01, eta: 1 day, 2:59:28, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3410, top5_acc: 0.5943, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.7580 2020-07-29 17:28:26,058 - mmaction - INFO - Epoch [117][280/940] lr: 1.123e-01, eta: 1 day, 2:58:48, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.8064 2020-07-29 17:28:53,950 - mmaction - INFO - Epoch [117][300/940] lr: 1.123e-01, eta: 1 day, 2:58:08, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3389, top5_acc: 0.5877, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.7886 2020-07-29 17:29:21,806 - mmaction - INFO - Epoch [117][320/940] lr: 1.123e-01, eta: 1 day, 2:57:27, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3361, top5_acc: 0.5754, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.7752 2020-07-29 17:29:49,497 - mmaction - INFO - Epoch [117][340/940] lr: 1.123e-01, eta: 1 day, 2:56:47, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3367, top5_acc: 0.5869, loss_cls: 3.0580, loss: 3.0580, grad_norm: 1.7967 2020-07-29 17:30:17,762 - mmaction - INFO - Epoch [117][360/940] lr: 1.123e-01, eta: 1 day, 2:56:07, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.3457, top5_acc: 0.5908, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.7628 2020-07-29 17:30:45,899 - mmaction - INFO - Epoch [117][380/940] lr: 1.123e-01, eta: 1 day, 2:55:28, time: 1.407, data_time: 0.004, memory: 5021, top1_acc: 0.3221, top5_acc: 0.5789, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.8012 2020-07-29 17:31:13,789 - mmaction - INFO - Epoch [117][400/940] lr: 1.123e-01, eta: 1 day, 2:54:47, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5842, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.8037 2020-07-29 17:31:41,533 - mmaction - INFO - Epoch [117][420/940] lr: 1.123e-01, eta: 1 day, 2:54:07, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3361, top5_acc: 0.5852, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.7587 2020-07-29 17:32:09,454 - mmaction - INFO - Epoch [117][440/940] lr: 1.123e-01, eta: 1 day, 2:53:27, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3387, top5_acc: 0.5814, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.7475 2020-07-29 17:32:36,990 - mmaction - INFO - Epoch [117][460/940] lr: 1.123e-01, eta: 1 day, 2:52:46, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3338, top5_acc: 0.5766, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.7778 2020-07-29 17:33:04,958 - mmaction - INFO - Epoch [117][480/940] lr: 1.123e-01, eta: 1 day, 2:52:06, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3324, top5_acc: 0.5842, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.7705 2020-07-29 17:33:32,446 - mmaction - INFO - Epoch [117][500/940] lr: 1.123e-01, eta: 1 day, 2:51:26, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.7873 2020-07-29 17:34:00,148 - mmaction - INFO - Epoch [117][520/940] lr: 1.123e-01, eta: 1 day, 2:50:45, time: 1.383, data_time: 0.007, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5826, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.7937 2020-07-29 17:34:27,779 - mmaction - INFO - Epoch [117][540/940] lr: 1.123e-01, eta: 1 day, 2:50:05, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3355, top5_acc: 0.5873, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.7700 2020-07-29 17:34:56,035 - mmaction - INFO - Epoch [117][560/940] lr: 1.123e-01, eta: 1 day, 2:49:25, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.3492, top5_acc: 0.5873, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.7763 2020-07-29 17:35:23,775 - mmaction - INFO - Epoch [117][580/940] lr: 1.123e-01, eta: 1 day, 2:48:45, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5859, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.7940 2020-07-29 17:35:51,302 - mmaction - INFO - Epoch [117][600/940] lr: 1.123e-01, eta: 1 day, 2:48:05, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5814, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.7918 2020-07-29 17:36:19,253 - mmaction - INFO - Epoch [117][620/940] lr: 1.123e-01, eta: 1 day, 2:47:25, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3320, top5_acc: 0.5793, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.7830 2020-07-29 17:36:46,786 - mmaction - INFO - Epoch [117][640/940] lr: 1.123e-01, eta: 1 day, 2:46:44, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.7652 2020-07-29 17:37:14,491 - mmaction - INFO - Epoch [117][660/940] lr: 1.123e-01, eta: 1 day, 2:46:04, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3404, top5_acc: 0.5877, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.8258 2020-07-29 17:37:42,259 - mmaction - INFO - Epoch [117][680/940] lr: 1.123e-01, eta: 1 day, 2:45:24, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3262, top5_acc: 0.5760, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.8209 2020-07-29 17:38:10,299 - mmaction - INFO - Epoch [117][700/940] lr: 1.123e-01, eta: 1 day, 2:44:44, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3357, top5_acc: 0.5678, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.7838 2020-07-29 17:38:38,061 - mmaction - INFO - Epoch [117][720/940] lr: 1.123e-01, eta: 1 day, 2:44:04, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5709, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.7960 2020-07-29 17:39:05,725 - mmaction - INFO - Epoch [117][740/940] lr: 1.123e-01, eta: 1 day, 2:43:24, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3465, top5_acc: 0.5852, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.7848 2020-07-29 17:39:33,605 - mmaction - INFO - Epoch [117][760/940] lr: 1.123e-01, eta: 1 day, 2:42:44, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3338, top5_acc: 0.5818, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.7848 2020-07-29 17:40:01,271 - mmaction - INFO - Epoch [117][780/940] lr: 1.123e-01, eta: 1 day, 2:42:03, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3371, top5_acc: 0.5791, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.7735 2020-07-29 17:40:29,118 - mmaction - INFO - Epoch [117][800/940] lr: 1.123e-01, eta: 1 day, 2:41:24, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3424, top5_acc: 0.5795, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.7819 2020-07-29 17:40:56,739 - mmaction - INFO - Epoch [117][820/940] lr: 1.123e-01, eta: 1 day, 2:40:43, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3305, top5_acc: 0.5799, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.7878 2020-07-29 17:41:24,582 - mmaction - INFO - Epoch [117][840/940] lr: 1.123e-01, eta: 1 day, 2:40:03, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5846, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.7781 2020-07-29 17:41:52,050 - mmaction - INFO - Epoch [117][860/940] lr: 1.123e-01, eta: 1 day, 2:39:23, time: 1.374, data_time: 0.003, memory: 5021, top1_acc: 0.3473, top5_acc: 0.5945, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.7503 2020-07-29 17:42:19,649 - mmaction - INFO - Epoch [117][880/940] lr: 1.123e-01, eta: 1 day, 2:38:42, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3490, top5_acc: 0.5809, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.7954 2020-07-29 17:42:47,159 - mmaction - INFO - Epoch [117][900/940] lr: 1.123e-01, eta: 1 day, 2:38:02, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3430, top5_acc: 0.5863, loss_cls: 3.0275, loss: 3.0275, grad_norm: 1.7642 2020-07-29 17:43:15,518 - mmaction - INFO - Epoch [117][920/940] lr: 1.123e-01, eta: 1 day, 2:37:23, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.3430, top5_acc: 0.5904, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.7802 2020-07-29 17:43:42,355 - mmaction - INFO - Epoch [117][940/940] lr: 1.123e-01, eta: 1 day, 2:36:42, time: 1.344, data_time: 0.006, memory: 5021, top1_acc: 0.3358, top5_acc: 0.5844, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.7997 2020-07-29 17:43:42,630 - mmaction - INFO - Saving checkpoint at 117 epochs 2020-07-29 17:48:54,378 - mmaction - INFO - Epoch [118][20/940] lr: 1.092e-01, eta: 1 day, 2:43:51, time: 15.541, data_time: 0.364, memory: 5021, top1_acc: 0.3369, top5_acc: 0.5805, loss_cls: 3.0554, loss: 3.0554, grad_norm: 1.8469 2020-07-29 17:49:21,617 - mmaction - INFO - Epoch [118][40/940] lr: 1.092e-01, eta: 1 day, 2:43:09, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.3455, top5_acc: 0.5824, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.7943 2020-07-29 17:49:49,085 - mmaction - INFO - Epoch [118][60/940] lr: 1.092e-01, eta: 1 day, 2:42:28, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.3531, top5_acc: 0.5883, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.7687 2020-07-29 17:50:16,822 - mmaction - INFO - Epoch [118][80/940] lr: 1.092e-01, eta: 1 day, 2:41:48, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3385, top5_acc: 0.5842, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.7959 2020-07-29 17:50:44,130 - mmaction - INFO - Epoch [118][100/940] lr: 1.092e-01, eta: 1 day, 2:41:07, time: 1.368, data_time: 0.006, memory: 5021, top1_acc: 0.3451, top5_acc: 0.5906, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.7929 2020-07-29 17:51:11,756 - mmaction - INFO - Epoch [118][120/940] lr: 1.092e-01, eta: 1 day, 2:40:26, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3436, top5_acc: 0.5771, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.7607 2020-07-29 17:51:39,278 - mmaction - INFO - Epoch [118][140/940] lr: 1.092e-01, eta: 1 day, 2:39:46, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3357, top5_acc: 0.5809, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.8062 2020-07-29 17:52:06,830 - mmaction - INFO - Epoch [118][160/940] lr: 1.092e-01, eta: 1 day, 2:39:05, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3346, top5_acc: 0.5822, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.7997 2020-07-29 17:52:34,620 - mmaction - INFO - Epoch [118][180/940] lr: 1.092e-01, eta: 1 day, 2:38:25, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3457, top5_acc: 0.5865, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.7559 2020-07-29 17:53:02,402 - mmaction - INFO - Epoch [118][200/940] lr: 1.092e-01, eta: 1 day, 2:37:45, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.3418, top5_acc: 0.5852, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.7944 2020-07-29 17:53:30,324 - mmaction - INFO - Epoch [118][220/940] lr: 1.092e-01, eta: 1 day, 2:37:05, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3379, top5_acc: 0.5867, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.8333 2020-07-29 17:53:58,062 - mmaction - INFO - Epoch [118][240/940] lr: 1.092e-01, eta: 1 day, 2:36:24, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3436, top5_acc: 0.5852, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.7884 2020-07-29 17:54:25,801 - mmaction - INFO - Epoch [118][260/940] lr: 1.092e-01, eta: 1 day, 2:35:44, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3441, top5_acc: 0.5848, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.7709 2020-07-29 17:54:54,185 - mmaction - INFO - Epoch [118][280/940] lr: 1.092e-01, eta: 1 day, 2:35:05, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3361, top5_acc: 0.5869, loss_cls: 3.0085, loss: 3.0085, grad_norm: 1.7700 2020-07-29 17:55:22,062 - mmaction - INFO - Epoch [118][300/940] lr: 1.092e-01, eta: 1 day, 2:34:25, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3408, top5_acc: 0.5979, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.8375 2020-07-29 17:55:49,669 - mmaction - INFO - Epoch [118][320/940] lr: 1.092e-01, eta: 1 day, 2:33:45, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.3352, top5_acc: 0.5861, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.8290 2020-07-29 17:56:17,108 - mmaction - INFO - Epoch [118][340/940] lr: 1.092e-01, eta: 1 day, 2:33:04, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3385, top5_acc: 0.5887, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.7959 2020-07-29 17:56:44,760 - mmaction - INFO - Epoch [118][360/940] lr: 1.092e-01, eta: 1 day, 2:32:24, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.3396, top5_acc: 0.5871, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.8046 2020-07-29 17:57:12,601 - mmaction - INFO - Epoch [118][380/940] lr: 1.092e-01, eta: 1 day, 2:31:44, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3453, top5_acc: 0.5943, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.7847 2020-07-29 17:57:40,468 - mmaction - INFO - Epoch [118][400/940] lr: 1.092e-01, eta: 1 day, 2:31:04, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3254, top5_acc: 0.5629, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.8089 2020-07-29 17:58:08,011 - mmaction - INFO - Epoch [118][420/940] lr: 1.092e-01, eta: 1 day, 2:30:23, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3480, top5_acc: 0.5967, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7491 2020-07-29 17:58:36,168 - mmaction - INFO - Epoch [118][440/940] lr: 1.092e-01, eta: 1 day, 2:29:44, time: 1.406, data_time: 0.004, memory: 5021, top1_acc: 0.3383, top5_acc: 0.5877, loss_cls: 3.0286, loss: 3.0286, grad_norm: 1.8418 2020-07-29 17:59:03,898 - mmaction - INFO - Epoch [118][460/940] lr: 1.092e-01, eta: 1 day, 2:29:04, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3314, top5_acc: 0.5816, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.7928 2020-07-29 17:59:31,772 - mmaction - INFO - Epoch [118][480/940] lr: 1.092e-01, eta: 1 day, 2:28:24, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3459, top5_acc: 0.5900, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.7613 2020-07-29 17:59:59,425 - mmaction - INFO - Epoch [118][500/940] lr: 1.092e-01, eta: 1 day, 2:27:44, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3490, top5_acc: 0.5938, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.7937 2020-07-29 18:00:32,718 - mmaction - INFO - Epoch [118][520/940] lr: 1.092e-01, eta: 1 day, 2:27:12, time: 1.660, data_time: 0.006, memory: 5021, top1_acc: 0.3354, top5_acc: 0.5836, loss_cls: 3.0696, loss: 3.0696, grad_norm: 1.8248 2020-07-29 18:01:00,498 - mmaction - INFO - Epoch [118][540/940] lr: 1.092e-01, eta: 1 day, 2:26:32, time: 1.394, data_time: 0.018, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5777, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.8099 2020-07-29 18:01:28,300 - mmaction - INFO - Epoch [118][560/940] lr: 1.092e-01, eta: 1 day, 2:25:52, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3344, top5_acc: 0.5863, loss_cls: 3.0470, loss: 3.0470, grad_norm: 1.8051 2020-07-29 18:01:56,109 - mmaction - INFO - Epoch [118][580/940] lr: 1.092e-01, eta: 1 day, 2:25:13, time: 1.394, data_time: 0.007, memory: 5021, top1_acc: 0.3520, top5_acc: 0.5902, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.7602 2020-07-29 18:02:23,714 - mmaction - INFO - Epoch [118][600/940] lr: 1.092e-01, eta: 1 day, 2:24:32, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3488, top5_acc: 0.5873, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.8069 2020-07-29 18:02:51,394 - mmaction - INFO - Epoch [118][620/940] lr: 1.092e-01, eta: 1 day, 2:23:52, time: 1.384, data_time: 0.003, memory: 5021, top1_acc: 0.3480, top5_acc: 0.6004, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.8054 2020-07-29 18:03:19,182 - mmaction - INFO - Epoch [118][640/940] lr: 1.092e-01, eta: 1 day, 2:23:12, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.3223, top5_acc: 0.5711, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.7811 2020-07-29 18:03:46,867 - mmaction - INFO - Epoch [118][660/940] lr: 1.092e-01, eta: 1 day, 2:22:32, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3352, top5_acc: 0.5850, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.7948 2020-07-29 18:04:14,608 - mmaction - INFO - Epoch [118][680/940] lr: 1.092e-01, eta: 1 day, 2:21:52, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3377, top5_acc: 0.5777, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.7933 2020-07-29 18:04:42,491 - mmaction - INFO - Epoch [118][700/940] lr: 1.092e-01, eta: 1 day, 2:21:12, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3420, top5_acc: 0.5898, loss_cls: 2.9943, loss: 2.9943, grad_norm: 1.7866 2020-07-29 18:05:10,231 - mmaction - INFO - Epoch [118][720/940] lr: 1.092e-01, eta: 1 day, 2:20:33, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3457, top5_acc: 0.5896, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.8237 2020-07-29 18:05:37,827 - mmaction - INFO - Epoch [118][740/940] lr: 1.092e-01, eta: 1 day, 2:19:52, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3389, top5_acc: 0.5930, loss_cls: 3.0212, loss: 3.0212, grad_norm: 1.8152 2020-07-29 18:06:05,340 - mmaction - INFO - Epoch [118][760/940] lr: 1.092e-01, eta: 1 day, 2:19:12, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3205, top5_acc: 0.5758, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.8332 2020-07-29 18:06:33,284 - mmaction - INFO - Epoch [118][780/940] lr: 1.092e-01, eta: 1 day, 2:18:33, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3299, top5_acc: 0.5764, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.7916 2020-07-29 18:07:00,929 - mmaction - INFO - Epoch [118][800/940] lr: 1.092e-01, eta: 1 day, 2:17:52, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3416, top5_acc: 0.5867, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.7977 2020-07-29 18:07:28,437 - mmaction - INFO - Epoch [118][820/940] lr: 1.092e-01, eta: 1 day, 2:17:12, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.8009 2020-07-29 18:07:55,918 - mmaction - INFO - Epoch [118][840/940] lr: 1.092e-01, eta: 1 day, 2:16:32, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3439, top5_acc: 0.6006, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.7913 2020-07-29 18:08:23,494 - mmaction - INFO - Epoch [118][860/940] lr: 1.092e-01, eta: 1 day, 2:15:52, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3484, top5_acc: 0.5879, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.7929 2020-07-29 18:08:50,902 - mmaction - INFO - Epoch [118][880/940] lr: 1.092e-01, eta: 1 day, 2:15:12, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3410, top5_acc: 0.5949, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.8014 2020-07-29 18:09:18,407 - mmaction - INFO - Epoch [118][900/940] lr: 1.092e-01, eta: 1 day, 2:14:31, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5797, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.7941 2020-07-29 18:09:45,890 - mmaction - INFO - Epoch [118][920/940] lr: 1.092e-01, eta: 1 day, 2:13:51, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3426, top5_acc: 0.5801, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.7699 2020-07-29 18:10:12,603 - mmaction - INFO - Epoch [118][940/940] lr: 1.092e-01, eta: 1 day, 2:13:10, time: 1.334, data_time: 0.005, memory: 5021, top1_acc: 0.3358, top5_acc: 0.5810, loss_cls: 3.0524, loss: 3.0524, grad_norm: 1.7590 2020-07-29 18:10:13,044 - mmaction - INFO - Saving checkpoint at 118 epochs 2020-07-29 18:20:42,237 - mmaction - INFO - Epoch [119][20/940] lr: 1.061e-01, eta: 1 day, 2:28:23, time: 31.403, data_time: 0.503, memory: 5021, top1_acc: 0.3531, top5_acc: 0.5801, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.7829 2020-07-29 18:21:09,254 - mmaction - INFO - Epoch [119][40/940] lr: 1.061e-01, eta: 1 day, 2:27:42, time: 1.353, data_time: 0.005, memory: 5021, top1_acc: 0.3461, top5_acc: 0.5859, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.8244 2020-07-29 18:21:36,385 - mmaction - INFO - Epoch [119][60/940] lr: 1.061e-01, eta: 1 day, 2:27:00, time: 1.354, data_time: 0.005, memory: 5021, top1_acc: 0.3465, top5_acc: 0.6039, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.7922 2020-07-29 18:22:03,882 - mmaction - INFO - Epoch [119][80/940] lr: 1.061e-01, eta: 1 day, 2:26:19, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.3533, top5_acc: 0.5941, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.8279 2020-07-29 18:22:30,962 - mmaction - INFO - Epoch [119][100/940] lr: 1.061e-01, eta: 1 day, 2:25:37, time: 1.356, data_time: 0.004, memory: 5021, top1_acc: 0.3484, top5_acc: 0.5971, loss_cls: 2.9742, loss: 2.9742, grad_norm: 1.8100 2020-07-29 18:22:58,125 - mmaction - INFO - Epoch [119][120/940] lr: 1.061e-01, eta: 1 day, 2:24:56, time: 1.358, data_time: 0.002, memory: 5021, top1_acc: 0.3459, top5_acc: 0.5900, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.8398 2020-07-29 18:23:25,564 - mmaction - INFO - Epoch [119][140/940] lr: 1.061e-01, eta: 1 day, 2:24:15, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.3418, top5_acc: 0.5871, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.7667 2020-07-29 18:23:53,279 - mmaction - INFO - Epoch [119][160/940] lr: 1.061e-01, eta: 1 day, 2:23:34, time: 1.385, data_time: 0.003, memory: 5021, top1_acc: 0.3510, top5_acc: 0.5938, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.8226 2020-07-29 18:24:21,248 - mmaction - INFO - Epoch [119][180/940] lr: 1.061e-01, eta: 1 day, 2:22:54, time: 1.399, data_time: 0.004, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5887, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.8518 2020-07-29 18:24:49,643 - mmaction - INFO - Epoch [119][200/940] lr: 1.061e-01, eta: 1 day, 2:22:15, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3441, top5_acc: 0.5949, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.8475 2020-07-29 18:25:18,024 - mmaction - INFO - Epoch [119][220/940] lr: 1.061e-01, eta: 1 day, 2:21:35, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.3340, top5_acc: 0.5834, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.8082 2020-07-29 18:25:45,744 - mmaction - INFO - Epoch [119][240/940] lr: 1.061e-01, eta: 1 day, 2:20:55, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3404, top5_acc: 0.5922, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.7929 2020-07-29 18:26:13,383 - mmaction - INFO - Epoch [119][260/940] lr: 1.061e-01, eta: 1 day, 2:20:14, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3336, top5_acc: 0.5910, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.7930 2020-07-29 18:26:40,866 - mmaction - INFO - Epoch [119][280/940] lr: 1.061e-01, eta: 1 day, 2:19:33, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.3363, top5_acc: 0.5875, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.8213 2020-07-29 18:27:08,374 - mmaction - INFO - Epoch [119][300/940] lr: 1.061e-01, eta: 1 day, 2:18:52, time: 1.373, data_time: 0.006, memory: 5021, top1_acc: 0.3385, top5_acc: 0.5922, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.7771 2020-07-29 18:27:36,531 - mmaction - INFO - Epoch [119][320/940] lr: 1.061e-01, eta: 1 day, 2:18:13, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.3262, top5_acc: 0.5734, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.8217 2020-07-29 18:28:04,242 - mmaction - INFO - Epoch [119][340/940] lr: 1.061e-01, eta: 1 day, 2:17:32, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.8161 2020-07-29 18:28:31,862 - mmaction - INFO - Epoch [119][360/940] lr: 1.061e-01, eta: 1 day, 2:16:52, time: 1.381, data_time: 0.007, memory: 5021, top1_acc: 0.3328, top5_acc: 0.5750, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.8276 2020-07-29 18:28:59,647 - mmaction - INFO - Epoch [119][380/940] lr: 1.061e-01, eta: 1 day, 2:16:11, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3416, top5_acc: 0.5891, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.8123 2020-07-29 18:29:26,902 - mmaction - INFO - Epoch [119][400/940] lr: 1.061e-01, eta: 1 day, 2:15:30, time: 1.363, data_time: 0.002, memory: 5021, top1_acc: 0.3443, top5_acc: 0.5879, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.7871 2020-07-29 18:29:54,449 - mmaction - INFO - Epoch [119][420/940] lr: 1.061e-01, eta: 1 day, 2:14:50, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3455, top5_acc: 0.5918, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.8186 2020-07-29 18:30:22,180 - mmaction - INFO - Epoch [119][440/940] lr: 1.061e-01, eta: 1 day, 2:14:09, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3352, top5_acc: 0.5879, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.8309 2020-07-29 18:30:49,652 - mmaction - INFO - Epoch [119][460/940] lr: 1.061e-01, eta: 1 day, 2:13:29, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.3432, top5_acc: 0.5914, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.8254 2020-07-29 18:31:17,122 - mmaction - INFO - Epoch [119][480/940] lr: 1.061e-01, eta: 1 day, 2:12:48, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.3521, top5_acc: 0.5945, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.8253 2020-07-29 18:31:44,827 - mmaction - INFO - Epoch [119][500/940] lr: 1.061e-01, eta: 1 day, 2:12:07, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3488, top5_acc: 0.5822, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.8358 2020-07-29 18:32:12,279 - mmaction - INFO - Epoch [119][520/940] lr: 1.061e-01, eta: 1 day, 2:11:27, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3410, top5_acc: 0.5893, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.8469 2020-07-29 18:32:39,754 - mmaction - INFO - Epoch [119][540/940] lr: 1.061e-01, eta: 1 day, 2:10:46, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.3434, top5_acc: 0.5828, loss_cls: 3.0490, loss: 3.0490, grad_norm: 1.7875 2020-07-29 18:33:07,270 - mmaction - INFO - Epoch [119][560/940] lr: 1.061e-01, eta: 1 day, 2:10:06, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3451, top5_acc: 0.5920, loss_cls: 2.9894, loss: 2.9894, grad_norm: 1.8397 2020-07-29 18:33:34,894 - mmaction - INFO - Epoch [119][580/940] lr: 1.061e-01, eta: 1 day, 2:09:25, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.3457, top5_acc: 0.5895, loss_cls: 3.0054, loss: 3.0054, grad_norm: 1.8463 2020-07-29 18:34:02,693 - mmaction - INFO - Epoch [119][600/940] lr: 1.061e-01, eta: 1 day, 2:08:45, time: 1.388, data_time: 0.003, memory: 5021, top1_acc: 0.3551, top5_acc: 0.5986, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.8213 2020-07-29 18:34:30,239 - mmaction - INFO - Epoch [119][620/940] lr: 1.061e-01, eta: 1 day, 2:08:04, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3271, top5_acc: 0.5715, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.8053 2020-07-29 18:34:57,740 - mmaction - INFO - Epoch [119][640/940] lr: 1.061e-01, eta: 1 day, 2:07:24, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3422, top5_acc: 0.5826, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.7953 2020-07-29 18:35:25,659 - mmaction - INFO - Epoch [119][660/940] lr: 1.061e-01, eta: 1 day, 2:06:44, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3441, top5_acc: 0.5850, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.8615 2020-07-29 18:35:53,127 - mmaction - INFO - Epoch [119][680/940] lr: 1.061e-01, eta: 1 day, 2:06:03, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3369, top5_acc: 0.5813, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.8195 2020-07-29 18:36:21,018 - mmaction - INFO - Epoch [119][700/940] lr: 1.061e-01, eta: 1 day, 2:05:23, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3371, top5_acc: 0.5885, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.8204 2020-07-29 18:36:48,240 - mmaction - INFO - Epoch [119][720/940] lr: 1.061e-01, eta: 1 day, 2:04:43, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.3377, top5_acc: 0.5836, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.7932 2020-07-29 18:37:15,760 - mmaction - INFO - Epoch [119][740/940] lr: 1.061e-01, eta: 1 day, 2:04:02, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3375, top5_acc: 0.5803, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.8028 2020-07-29 18:37:43,238 - mmaction - INFO - Epoch [119][760/940] lr: 1.061e-01, eta: 1 day, 2:03:22, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.3395, top5_acc: 0.5766, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.7679 2020-07-29 18:38:10,687 - mmaction - INFO - Epoch [119][780/940] lr: 1.061e-01, eta: 1 day, 2:02:41, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3443, top5_acc: 0.5832, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.8027 2020-07-29 18:38:38,158 - mmaction - INFO - Epoch [119][800/940] lr: 1.061e-01, eta: 1 day, 2:02:01, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.3381, top5_acc: 0.5768, loss_cls: 3.0842, loss: 3.0842, grad_norm: 1.8092 2020-07-29 18:39:05,966 - mmaction - INFO - Epoch [119][820/940] lr: 1.061e-01, eta: 1 day, 2:01:21, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.7733 2020-07-29 18:39:33,419 - mmaction - INFO - Epoch [119][840/940] lr: 1.061e-01, eta: 1 day, 2:00:40, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.3422, top5_acc: 0.5816, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.8001 2020-07-29 18:40:01,545 - mmaction - INFO - Epoch [119][860/940] lr: 1.061e-01, eta: 1 day, 2:00:01, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3455, top5_acc: 0.5961, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.8410 2020-07-29 18:40:29,505 - mmaction - INFO - Epoch [119][880/940] lr: 1.061e-01, eta: 1 day, 1:59:21, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3467, top5_acc: 0.5840, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.8621 2020-07-29 18:40:56,932 - mmaction - INFO - Epoch [119][900/940] lr: 1.061e-01, eta: 1 day, 1:58:40, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.3336, top5_acc: 0.5926, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.8442 2020-07-29 18:41:24,458 - mmaction - INFO - Epoch [119][920/940] lr: 1.061e-01, eta: 1 day, 1:58:00, time: 1.379, data_time: 0.007, memory: 5021, top1_acc: 0.3312, top5_acc: 0.5898, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.8151 2020-07-29 18:41:51,056 - mmaction - INFO - Epoch [119][940/940] lr: 1.061e-01, eta: 1 day, 1:57:18, time: 1.330, data_time: 0.005, memory: 5021, top1_acc: 0.3399, top5_acc: 0.5887, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.8476 2020-07-29 18:41:51,407 - mmaction - INFO - Saving checkpoint at 119 epochs 2020-07-29 18:44:48,067 - mmaction - INFO - Epoch [120][20/940] lr: 1.030e-01, eta: 1 day, 2:00:24, time: 8.780, data_time: 0.345, memory: 5021, top1_acc: 0.3273, top5_acc: 0.5721, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.8487 2020-07-29 18:45:15,484 - mmaction - INFO - Epoch [120][40/940] lr: 1.030e-01, eta: 1 day, 1:59:43, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3447, top5_acc: 0.5920, loss_cls: 3.0466, loss: 3.0466, grad_norm: 1.7981 2020-07-29 18:45:43,010 - mmaction - INFO - Epoch [120][60/940] lr: 1.030e-01, eta: 1 day, 1:59:03, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3590, top5_acc: 0.6027, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.7934 2020-07-29 18:46:10,405 - mmaction - INFO - Epoch [120][80/940] lr: 1.030e-01, eta: 1 day, 1:58:22, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.3482, top5_acc: 0.5949, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.8437 2020-07-29 18:46:38,011 - mmaction - INFO - Epoch [120][100/940] lr: 1.030e-01, eta: 1 day, 1:57:41, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3424, top5_acc: 0.5818, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.8288 2020-07-29 18:47:06,083 - mmaction - INFO - Epoch [120][120/940] lr: 1.030e-01, eta: 1 day, 1:57:02, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3551, top5_acc: 0.5912, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.8278 2020-07-29 18:47:33,541 - mmaction - INFO - Epoch [120][140/940] lr: 1.030e-01, eta: 1 day, 1:56:21, time: 1.374, data_time: 0.003, memory: 5021, top1_acc: 0.3488, top5_acc: 0.5986, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.8493 2020-07-29 18:48:01,616 - mmaction - INFO - Epoch [120][160/940] lr: 1.030e-01, eta: 1 day, 1:55:42, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3418, top5_acc: 0.5822, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.8734 2020-07-29 18:48:29,418 - mmaction - INFO - Epoch [120][180/940] lr: 1.030e-01, eta: 1 day, 1:55:02, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.3480, top5_acc: 0.5959, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.8618 2020-07-29 18:48:57,216 - mmaction - INFO - Epoch [120][200/940] lr: 1.030e-01, eta: 1 day, 1:54:22, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3373, top5_acc: 0.5939, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.8631 2020-07-29 18:49:25,010 - mmaction - INFO - Epoch [120][220/940] lr: 1.030e-01, eta: 1 day, 1:53:42, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3496, top5_acc: 0.5961, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.8252 2020-07-29 18:49:52,657 - mmaction - INFO - Epoch [120][240/940] lr: 1.030e-01, eta: 1 day, 1:53:02, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3348, top5_acc: 0.5873, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.8270 2020-07-29 18:50:20,453 - mmaction - INFO - Epoch [120][260/940] lr: 1.030e-01, eta: 1 day, 1:52:22, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.3461, top5_acc: 0.5973, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.8300 2020-07-29 18:50:48,112 - mmaction - INFO - Epoch [120][280/940] lr: 1.030e-01, eta: 1 day, 1:51:42, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.8392 2020-07-29 18:51:15,674 - mmaction - INFO - Epoch [120][300/940] lr: 1.030e-01, eta: 1 day, 1:51:01, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.3561, top5_acc: 0.6023, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.8046 2020-07-29 18:51:43,298 - mmaction - INFO - Epoch [120][320/940] lr: 1.030e-01, eta: 1 day, 1:50:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5996, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.8349 2020-07-29 18:52:11,134 - mmaction - INFO - Epoch [120][340/940] lr: 1.030e-01, eta: 1 day, 1:49:41, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.3432, top5_acc: 0.5855, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.8084 2020-07-29 18:52:39,053 - mmaction - INFO - Epoch [120][360/940] lr: 1.030e-01, eta: 1 day, 1:49:02, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3449, top5_acc: 0.5875, loss_cls: 3.0275, loss: 3.0275, grad_norm: 1.8072 2020-07-29 18:53:06,759 - mmaction - INFO - Epoch [120][380/940] lr: 1.030e-01, eta: 1 day, 1:48:22, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3488, top5_acc: 0.5967, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.8161 2020-07-29 18:53:34,568 - mmaction - INFO - Epoch [120][400/940] lr: 1.030e-01, eta: 1 day, 1:47:42, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3543, top5_acc: 0.5951, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.8146 2020-07-29 18:54:02,024 - mmaction - INFO - Epoch [120][420/940] lr: 1.030e-01, eta: 1 day, 1:47:01, time: 1.371, data_time: 0.006, memory: 5021, top1_acc: 0.3494, top5_acc: 0.5891, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.8197 2020-07-29 18:54:30,351 - mmaction - INFO - Epoch [120][440/940] lr: 1.030e-01, eta: 1 day, 1:46:23, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.3461, top5_acc: 0.5881, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.8263 2020-07-29 18:54:58,026 - mmaction - INFO - Epoch [120][460/940] lr: 1.030e-01, eta: 1 day, 1:45:43, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3496, top5_acc: 0.6045, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.8160 2020-07-29 18:55:25,788 - mmaction - INFO - Epoch [120][480/940] lr: 1.030e-01, eta: 1 day, 1:45:03, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3527, top5_acc: 0.5891, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.8142 2020-07-29 18:55:53,437 - mmaction - INFO - Epoch [120][500/940] lr: 1.030e-01, eta: 1 day, 1:44:23, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3412, top5_acc: 0.5934, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.8386 2020-07-29 18:56:21,376 - mmaction - INFO - Epoch [120][520/940] lr: 1.030e-01, eta: 1 day, 1:43:43, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3436, top5_acc: 0.5912, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.8509 2020-07-29 18:56:48,854 - mmaction - INFO - Epoch [120][540/940] lr: 1.030e-01, eta: 1 day, 1:43:03, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.3520, top5_acc: 0.5918, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.8313 2020-07-29 18:57:16,510 - mmaction - INFO - Epoch [120][560/940] lr: 1.030e-01, eta: 1 day, 1:42:23, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3434, top5_acc: 0.5807, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.8450 2020-07-29 18:57:44,739 - mmaction - INFO - Epoch [120][580/940] lr: 1.030e-01, eta: 1 day, 1:41:44, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3492, top5_acc: 0.5885, loss_cls: 3.0195, loss: 3.0195, grad_norm: 1.8375 2020-07-29 18:58:12,348 - mmaction - INFO - Epoch [120][600/940] lr: 1.030e-01, eta: 1 day, 1:41:04, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5967, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.8746 2020-07-29 18:58:40,058 - mmaction - INFO - Epoch [120][620/940] lr: 1.030e-01, eta: 1 day, 1:40:24, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.3398, top5_acc: 0.5795, loss_cls: 3.0342, loss: 3.0342, grad_norm: 1.8527 2020-07-29 18:59:07,996 - mmaction - INFO - Epoch [120][640/940] lr: 1.030e-01, eta: 1 day, 1:39:44, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.3330, top5_acc: 0.5809, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.8299 2020-07-29 18:59:35,812 - mmaction - INFO - Epoch [120][660/940] lr: 1.030e-01, eta: 1 day, 1:39:05, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3457, top5_acc: 0.5795, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.8129 2020-07-29 19:00:08,984 - mmaction - INFO - Epoch [120][680/940] lr: 1.030e-01, eta: 1 day, 1:38:33, time: 1.655, data_time: 0.007, memory: 5021, top1_acc: 0.3473, top5_acc: 0.5961, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.8193 2020-07-29 19:00:36,617 - mmaction - INFO - Epoch [120][700/940] lr: 1.030e-01, eta: 1 day, 1:37:53, time: 1.388, data_time: 0.015, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5854, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.8342 2020-07-29 19:01:04,368 - mmaction - INFO - Epoch [120][720/940] lr: 1.030e-01, eta: 1 day, 1:37:13, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3646, top5_acc: 0.6082, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.8293 2020-07-29 19:01:32,188 - mmaction - INFO - Epoch [120][740/940] lr: 1.030e-01, eta: 1 day, 1:36:34, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3521, top5_acc: 0.5916, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.8452 2020-07-29 19:01:59,964 - mmaction - INFO - Epoch [120][760/940] lr: 1.030e-01, eta: 1 day, 1:35:54, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.3525, top5_acc: 0.5893, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.8594 2020-07-29 19:02:27,633 - mmaction - INFO - Epoch [120][780/940] lr: 1.030e-01, eta: 1 day, 1:35:14, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3422, top5_acc: 0.5908, loss_cls: 3.0407, loss: 3.0407, grad_norm: 1.8675 2020-07-29 19:02:55,567 - mmaction - INFO - Epoch [120][800/940] lr: 1.030e-01, eta: 1 day, 1:34:35, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3475, top5_acc: 0.5867, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.8048 2020-07-29 19:03:23,405 - mmaction - INFO - Epoch [120][820/940] lr: 1.030e-01, eta: 1 day, 1:33:55, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3412, top5_acc: 0.5877, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.8883 2020-07-29 19:03:51,106 - mmaction - INFO - Epoch [120][840/940] lr: 1.030e-01, eta: 1 day, 1:33:16, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.3375, top5_acc: 0.5826, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.8724 2020-07-29 19:04:18,844 - mmaction - INFO - Epoch [120][860/940] lr: 1.030e-01, eta: 1 day, 1:32:36, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3404, top5_acc: 0.5850, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.8460 2020-07-29 19:04:46,642 - mmaction - INFO - Epoch [120][880/940] lr: 1.030e-01, eta: 1 day, 1:31:57, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3563, top5_acc: 0.5889, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.8173 2020-07-29 19:05:14,688 - mmaction - INFO - Epoch [120][900/940] lr: 1.030e-01, eta: 1 day, 1:31:17, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3463, top5_acc: 0.5824, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.8701 2020-07-29 19:05:42,109 - mmaction - INFO - Epoch [120][920/940] lr: 1.030e-01, eta: 1 day, 1:30:37, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3408, top5_acc: 0.5820, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.8441 2020-07-29 19:06:09,205 - mmaction - INFO - Epoch [120][940/940] lr: 1.030e-01, eta: 1 day, 1:29:57, time: 1.353, data_time: 0.005, memory: 5021, top1_acc: 0.3385, top5_acc: 0.5802, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.8856 2020-07-29 19:06:09,586 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-29 19:07:42,111 - mmaction - INFO - Epoch [121][20/940] lr: 1.000e-01, eta: 1 day, 1:30:50, time: 4.564, data_time: 0.448, memory: 5021, top1_acc: 0.3467, top5_acc: 0.5889, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.8166 2020-07-29 19:08:09,757 - mmaction - INFO - Epoch [121][40/940] lr: 1.000e-01, eta: 1 day, 1:30:10, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3555, top5_acc: 0.5891, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.8676 2020-07-29 19:08:37,512 - mmaction - INFO - Epoch [121][60/940] lr: 1.000e-01, eta: 1 day, 1:29:31, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3434, top5_acc: 0.5922, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.8776 2020-07-29 19:09:05,046 - mmaction - INFO - Epoch [121][80/940] lr: 1.000e-01, eta: 1 day, 1:28:51, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3445, top5_acc: 0.5965, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.8761 2020-07-29 19:09:32,767 - mmaction - INFO - Epoch [121][100/940] lr: 1.000e-01, eta: 1 day, 1:28:11, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3611, top5_acc: 0.6066, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.8372 2020-07-29 19:10:01,554 - mmaction - INFO - Epoch [121][120/940] lr: 1.000e-01, eta: 1 day, 1:27:33, time: 1.439, data_time: 0.005, memory: 5021, top1_acc: 0.3453, top5_acc: 0.5936, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.8630 2020-07-29 19:10:29,345 - mmaction - INFO - Epoch [121][140/940] lr: 1.000e-01, eta: 1 day, 1:26:53, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.3432, top5_acc: 0.5863, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.8546 2020-07-29 19:10:57,059 - mmaction - INFO - Epoch [121][160/940] lr: 1.000e-01, eta: 1 day, 1:26:14, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3490, top5_acc: 0.5965, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.8497 2020-07-29 19:11:24,756 - mmaction - INFO - Epoch [121][180/940] lr: 1.000e-01, eta: 1 day, 1:25:34, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3426, top5_acc: 0.6037, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.8986 2020-07-29 19:11:52,531 - mmaction - INFO - Epoch [121][200/940] lr: 1.000e-01, eta: 1 day, 1:24:55, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3418, top5_acc: 0.5768, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.8271 2020-07-29 19:12:20,689 - mmaction - INFO - Epoch [121][220/940] lr: 1.000e-01, eta: 1 day, 1:24:16, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.3537, top5_acc: 0.5969, loss_cls: 2.9483, loss: 2.9483, grad_norm: 1.8316 2020-07-29 19:12:48,370 - mmaction - INFO - Epoch [121][240/940] lr: 1.000e-01, eta: 1 day, 1:23:36, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3514, top5_acc: 0.5918, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.8862 2020-07-29 19:13:16,294 - mmaction - INFO - Epoch [121][260/940] lr: 1.000e-01, eta: 1 day, 1:22:57, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3471, top5_acc: 0.6010, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.8788 2020-07-29 19:13:43,936 - mmaction - INFO - Epoch [121][280/940] lr: 1.000e-01, eta: 1 day, 1:22:17, time: 1.385, data_time: 0.007, memory: 5021, top1_acc: 0.3469, top5_acc: 0.5973, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.8755 2020-07-29 19:14:11,690 - mmaction - INFO - Epoch [121][300/940] lr: 1.000e-01, eta: 1 day, 1:21:38, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3391, top5_acc: 0.5887, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.8504 2020-07-29 19:14:39,373 - mmaction - INFO - Epoch [121][320/940] lr: 1.000e-01, eta: 1 day, 1:20:58, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3518, top5_acc: 0.5891, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.8586 2020-07-29 19:15:07,531 - mmaction - INFO - Epoch [121][340/940] lr: 1.000e-01, eta: 1 day, 1:20:19, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3447, top5_acc: 0.5963, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.8523 2020-07-29 19:15:35,144 - mmaction - INFO - Epoch [121][360/940] lr: 1.000e-01, eta: 1 day, 1:19:40, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3406, top5_acc: 0.5834, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.8647 2020-07-29 19:16:02,847 - mmaction - INFO - Epoch [121][380/940] lr: 1.000e-01, eta: 1 day, 1:19:00, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5846, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.8730 2020-07-29 19:16:30,513 - mmaction - INFO - Epoch [121][400/940] lr: 1.000e-01, eta: 1 day, 1:18:21, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3486, top5_acc: 0.5941, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.8652 2020-07-29 19:16:58,182 - mmaction - INFO - Epoch [121][420/940] lr: 1.000e-01, eta: 1 day, 1:17:41, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3363, top5_acc: 0.5900, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.8628 2020-07-29 19:17:25,700 - mmaction - INFO - Epoch [121][440/940] lr: 1.000e-01, eta: 1 day, 1:17:01, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3439, top5_acc: 0.5949, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.8595 2020-07-29 19:17:53,340 - mmaction - INFO - Epoch [121][460/940] lr: 1.000e-01, eta: 1 day, 1:16:22, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3482, top5_acc: 0.5996, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.8550 2020-07-29 19:18:21,256 - mmaction - INFO - Epoch [121][480/940] lr: 1.000e-01, eta: 1 day, 1:15:43, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.3563, top5_acc: 0.6045, loss_cls: 2.9396, loss: 2.9396, grad_norm: 1.8324 2020-07-29 19:18:48,708 - mmaction - INFO - Epoch [121][500/940] lr: 1.000e-01, eta: 1 day, 1:15:03, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3586, top5_acc: 0.6027, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.8635 2020-07-29 19:19:16,111 - mmaction - INFO - Epoch [121][520/940] lr: 1.000e-01, eta: 1 day, 1:14:23, time: 1.369, data_time: 0.006, memory: 5021, top1_acc: 0.3445, top5_acc: 0.5873, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.8719 2020-07-29 19:19:43,658 - mmaction - INFO - Epoch [121][540/940] lr: 1.000e-01, eta: 1 day, 1:13:43, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3553, top5_acc: 0.5996, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.8468 2020-07-29 19:20:11,338 - mmaction - INFO - Epoch [121][560/940] lr: 1.000e-01, eta: 1 day, 1:13:04, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3520, top5_acc: 0.5963, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.8268 2020-07-29 19:20:39,376 - mmaction - INFO - Epoch [121][580/940] lr: 1.000e-01, eta: 1 day, 1:12:25, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.3420, top5_acc: 0.5891, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.8150 2020-07-29 19:21:07,048 - mmaction - INFO - Epoch [121][600/940] lr: 1.000e-01, eta: 1 day, 1:11:46, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.3492, top5_acc: 0.5850, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.8432 2020-07-29 19:21:35,055 - mmaction - INFO - Epoch [121][620/940] lr: 1.000e-01, eta: 1 day, 1:11:07, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3402, top5_acc: 0.5838, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.8142 2020-07-29 19:22:02,618 - mmaction - INFO - Epoch [121][640/940] lr: 1.000e-01, eta: 1 day, 1:10:27, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3668, top5_acc: 0.6064, loss_cls: 2.9199, loss: 2.9199, grad_norm: 1.8468 2020-07-29 19:22:30,179 - mmaction - INFO - Epoch [121][660/940] lr: 1.000e-01, eta: 1 day, 1:09:48, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3461, top5_acc: 0.5912, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.8593 2020-07-29 19:22:57,786 - mmaction - INFO - Epoch [121][680/940] lr: 1.000e-01, eta: 1 day, 1:09:08, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3561, top5_acc: 0.5920, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.8559 2020-07-29 19:23:25,660 - mmaction - INFO - Epoch [121][700/940] lr: 1.000e-01, eta: 1 day, 1:08:29, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.3322, top5_acc: 0.5906, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.8421 2020-07-29 19:23:53,584 - mmaction - INFO - Epoch [121][720/940] lr: 1.000e-01, eta: 1 day, 1:07:50, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3570, top5_acc: 0.6064, loss_cls: 2.9228, loss: 2.9228, grad_norm: 1.8100 2020-07-29 19:24:21,596 - mmaction - INFO - Epoch [121][740/940] lr: 1.000e-01, eta: 1 day, 1:07:11, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.3434, top5_acc: 0.5961, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.8619 2020-07-29 19:24:49,325 - mmaction - INFO - Epoch [121][760/940] lr: 1.000e-01, eta: 1 day, 1:06:32, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3467, top5_acc: 0.5959, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.8933 2020-07-29 19:25:17,171 - mmaction - INFO - Epoch [121][780/940] lr: 1.000e-01, eta: 1 day, 1:05:53, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3494, top5_acc: 0.5795, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.8279 2020-07-29 19:25:44,839 - mmaction - INFO - Epoch [121][800/940] lr: 1.000e-01, eta: 1 day, 1:05:14, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3381, top5_acc: 0.5748, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.8695 2020-07-29 19:26:12,813 - mmaction - INFO - Epoch [121][820/940] lr: 1.000e-01, eta: 1 day, 1:04:35, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 2.9898, loss: 2.9898, grad_norm: 1.8573 2020-07-29 19:26:40,286 - mmaction - INFO - Epoch [121][840/940] lr: 1.000e-01, eta: 1 day, 1:03:55, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3525, top5_acc: 0.6025, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.8873 2020-07-29 19:27:07,877 - mmaction - INFO - Epoch [121][860/940] lr: 1.000e-01, eta: 1 day, 1:03:16, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3443, top5_acc: 0.5920, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.8626 2020-07-29 19:27:35,853 - mmaction - INFO - Epoch [121][880/940] lr: 1.000e-01, eta: 1 day, 1:02:37, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3535, top5_acc: 0.5990, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.8729 2020-07-29 19:28:03,301 - mmaction - INFO - Epoch [121][900/940] lr: 1.000e-01, eta: 1 day, 1:01:57, time: 1.370, data_time: 0.004, memory: 5021, top1_acc: 0.3547, top5_acc: 0.5992, loss_cls: 2.9790, loss: 2.9790, grad_norm: 1.8748 2020-07-29 19:28:30,922 - mmaction - INFO - Epoch [121][920/940] lr: 1.000e-01, eta: 1 day, 1:01:18, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3350, top5_acc: 0.5781, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.8861 2020-07-29 19:28:57,498 - mmaction - INFO - Epoch [121][940/940] lr: 1.000e-01, eta: 1 day, 1:00:37, time: 1.328, data_time: 0.006, memory: 5021, top1_acc: 0.3468, top5_acc: 0.5911, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.9144 2020-07-29 19:28:57,828 - mmaction - INFO - Saving checkpoint at 121 epochs 2020-07-29 19:31:09,000 - mmaction - INFO - Epoch [122][20/940] lr: 9.699e-02, eta: 1 day, 1:02:22, time: 6.514, data_time: 0.355, memory: 5021, top1_acc: 0.3557, top5_acc: 0.5947, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.8292 2020-07-29 19:31:36,635 - mmaction - INFO - Epoch [122][40/940] lr: 9.699e-02, eta: 1 day, 1:01:43, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3586, top5_acc: 0.6029, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.8144 2020-07-29 19:32:04,213 - mmaction - INFO - Epoch [122][60/940] lr: 9.699e-02, eta: 1 day, 1:01:03, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3436, top5_acc: 0.5941, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.8362 2020-07-29 19:32:31,722 - mmaction - INFO - Epoch [122][80/940] lr: 9.699e-02, eta: 1 day, 1:00:24, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3439, top5_acc: 0.5986, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.8721 2020-07-29 19:32:59,235 - mmaction - INFO - Epoch [122][100/940] lr: 9.699e-02, eta: 1 day, 0:59:44, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3633, top5_acc: 0.6025, loss_cls: 2.9021, loss: 2.9021, grad_norm: 1.8518 2020-07-29 19:33:27,343 - mmaction - INFO - Epoch [122][120/940] lr: 9.699e-02, eta: 1 day, 0:59:06, time: 1.403, data_time: 0.004, memory: 5021, top1_acc: 0.3613, top5_acc: 0.5986, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.8625 2020-07-29 19:33:54,877 - mmaction - INFO - Epoch [122][140/940] lr: 9.699e-02, eta: 1 day, 0:58:26, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3455, top5_acc: 0.5922, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.9139 2020-07-29 19:34:22,730 - mmaction - INFO - Epoch [122][160/940] lr: 9.699e-02, eta: 1 day, 0:57:47, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3598, top5_acc: 0.6062, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.8710 2020-07-29 19:34:51,217 - mmaction - INFO - Epoch [122][180/940] lr: 9.699e-02, eta: 1 day, 0:57:09, time: 1.426, data_time: 0.006, memory: 5021, top1_acc: 0.3451, top5_acc: 0.6016, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.8980 2020-07-29 19:35:19,196 - mmaction - INFO - Epoch [122][200/940] lr: 9.699e-02, eta: 1 day, 0:56:30, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3496, top5_acc: 0.5936, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.8681 2020-07-29 19:35:47,029 - mmaction - INFO - Epoch [122][220/940] lr: 9.699e-02, eta: 1 day, 0:55:51, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3451, top5_acc: 0.5988, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.8764 2020-07-29 19:36:14,761 - mmaction - INFO - Epoch [122][240/940] lr: 9.699e-02, eta: 1 day, 0:55:12, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3488, top5_acc: 0.6043, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.9237 2020-07-29 19:36:42,704 - mmaction - INFO - Epoch [122][260/940] lr: 9.699e-02, eta: 1 day, 0:54:33, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3510, top5_acc: 0.5939, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.8893 2020-07-29 19:37:10,567 - mmaction - INFO - Epoch [122][280/940] lr: 9.699e-02, eta: 1 day, 0:53:55, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.9071 2020-07-29 19:37:38,782 - mmaction - INFO - Epoch [122][300/940] lr: 9.699e-02, eta: 1 day, 0:53:16, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.3432, top5_acc: 0.5893, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.9361 2020-07-29 19:38:06,559 - mmaction - INFO - Epoch [122][320/940] lr: 9.699e-02, eta: 1 day, 0:52:37, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3545, top5_acc: 0.6045, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.8797 2020-07-29 19:38:34,308 - mmaction - INFO - Epoch [122][340/940] lr: 9.699e-02, eta: 1 day, 0:51:58, time: 1.388, data_time: 0.003, memory: 5021, top1_acc: 0.3582, top5_acc: 0.5992, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.8751 2020-07-29 19:39:02,009 - mmaction - INFO - Epoch [122][360/940] lr: 9.699e-02, eta: 1 day, 0:51:19, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3578, top5_acc: 0.5902, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.8844 2020-07-29 19:39:29,625 - mmaction - INFO - Epoch [122][380/940] lr: 9.699e-02, eta: 1 day, 0:50:40, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3527, top5_acc: 0.5967, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.8954 2020-07-29 19:39:57,560 - mmaction - INFO - Epoch [122][400/940] lr: 9.699e-02, eta: 1 day, 0:50:01, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.3498, top5_acc: 0.5980, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.9079 2020-07-29 19:40:25,581 - mmaction - INFO - Epoch [122][420/940] lr: 9.699e-02, eta: 1 day, 0:49:22, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.3402, top5_acc: 0.5891, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.8719 2020-07-29 19:40:53,683 - mmaction - INFO - Epoch [122][440/940] lr: 9.699e-02, eta: 1 day, 0:48:44, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3537, top5_acc: 0.5967, loss_cls: 2.9781, loss: 2.9781, grad_norm: 1.8470 2020-07-29 19:41:21,874 - mmaction - INFO - Epoch [122][460/940] lr: 9.699e-02, eta: 1 day, 0:48:06, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.3541, top5_acc: 0.5889, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.9002 2020-07-29 19:41:49,765 - mmaction - INFO - Epoch [122][480/940] lr: 9.699e-02, eta: 1 day, 0:47:27, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.3496, top5_acc: 0.5973, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.8796 2020-07-29 19:42:18,144 - mmaction - INFO - Epoch [122][500/940] lr: 9.699e-02, eta: 1 day, 0:46:49, time: 1.421, data_time: 0.006, memory: 5021, top1_acc: 0.3525, top5_acc: 0.5949, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.8892 2020-07-29 19:42:46,222 - mmaction - INFO - Epoch [122][520/940] lr: 9.699e-02, eta: 1 day, 0:46:10, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3496, top5_acc: 0.6012, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.9186 2020-07-29 19:43:14,021 - mmaction - INFO - Epoch [122][540/940] lr: 9.699e-02, eta: 1 day, 0:45:31, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3494, top5_acc: 0.6062, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.8836 2020-07-29 19:43:41,630 - mmaction - INFO - Epoch [122][560/940] lr: 9.699e-02, eta: 1 day, 0:44:52, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3545, top5_acc: 0.5990, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.8622 2020-07-29 19:44:10,542 - mmaction - INFO - Epoch [122][580/940] lr: 9.699e-02, eta: 1 day, 0:44:15, time: 1.444, data_time: 0.005, memory: 5021, top1_acc: 0.3465, top5_acc: 0.5875, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.8706 2020-07-29 19:44:38,299 - mmaction - INFO - Epoch [122][600/940] lr: 9.699e-02, eta: 1 day, 0:43:36, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3660, top5_acc: 0.6070, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.8760 2020-07-29 19:45:06,269 - mmaction - INFO - Epoch [122][620/940] lr: 9.699e-02, eta: 1 day, 0:42:57, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3568, top5_acc: 0.6023, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.8877 2020-07-29 19:45:34,022 - mmaction - INFO - Epoch [122][640/940] lr: 9.699e-02, eta: 1 day, 0:42:19, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3439, top5_acc: 0.5918, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.9107 2020-07-29 19:46:01,815 - mmaction - INFO - Epoch [122][660/940] lr: 9.699e-02, eta: 1 day, 0:41:40, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3469, top5_acc: 0.5918, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.8768 2020-07-29 19:46:29,540 - mmaction - INFO - Epoch [122][680/940] lr: 9.699e-02, eta: 1 day, 0:41:01, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3486, top5_acc: 0.5910, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.9003 2020-07-29 19:46:56,996 - mmaction - INFO - Epoch [122][700/940] lr: 9.699e-02, eta: 1 day, 0:40:22, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.3488, top5_acc: 0.5910, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.8719 2020-07-29 19:47:24,845 - mmaction - INFO - Epoch [122][720/940] lr: 9.699e-02, eta: 1 day, 0:39:43, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3510, top5_acc: 0.5943, loss_cls: 2.9755, loss: 2.9755, grad_norm: 1.8644 2020-07-29 19:47:52,483 - mmaction - INFO - Epoch [122][740/940] lr: 9.699e-02, eta: 1 day, 0:39:04, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3266, top5_acc: 0.5766, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.8753 2020-07-29 19:48:20,325 - mmaction - INFO - Epoch [122][760/940] lr: 9.699e-02, eta: 1 day, 0:38:25, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3416, top5_acc: 0.5924, loss_cls: 3.0279, loss: 3.0279, grad_norm: 1.8293 2020-07-29 19:48:48,083 - mmaction - INFO - Epoch [122][780/940] lr: 9.699e-02, eta: 1 day, 0:37:47, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3459, top5_acc: 0.5865, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.8863 2020-07-29 19:49:15,892 - mmaction - INFO - Epoch [122][800/940] lr: 9.699e-02, eta: 1 day, 0:37:08, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3557, top5_acc: 0.6006, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.8239 2020-07-29 19:49:43,753 - mmaction - INFO - Epoch [122][820/940] lr: 9.699e-02, eta: 1 day, 0:36:29, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3488, top5_acc: 0.5982, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.8996 2020-07-29 19:50:12,657 - mmaction - INFO - Epoch [122][840/940] lr: 9.699e-02, eta: 1 day, 0:35:52, time: 1.442, data_time: 0.006, memory: 5021, top1_acc: 0.3551, top5_acc: 0.6033, loss_cls: 2.9393, loss: 2.9393, grad_norm: 1.8896 2020-07-29 19:50:40,310 - mmaction - INFO - Epoch [122][860/940] lr: 9.699e-02, eta: 1 day, 0:35:13, time: 1.386, data_time: 0.007, memory: 5021, top1_acc: 0.3521, top5_acc: 0.6076, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.8710 2020-07-29 19:51:08,539 - mmaction - INFO - Epoch [122][880/940] lr: 9.699e-02, eta: 1 day, 0:34:35, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3691, top5_acc: 0.6123, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.9093 2020-07-29 19:51:37,017 - mmaction - INFO - Epoch [122][900/940] lr: 9.699e-02, eta: 1 day, 0:33:57, time: 1.425, data_time: 0.006, memory: 5021, top1_acc: 0.3477, top5_acc: 0.5926, loss_cls: 2.9917, loss: 2.9917, grad_norm: 1.9705 2020-07-29 19:52:04,794 - mmaction - INFO - Epoch [122][920/940] lr: 9.699e-02, eta: 1 day, 0:33:19, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3584, top5_acc: 0.5967, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.8594 2020-07-29 19:52:31,710 - mmaction - INFO - Epoch [122][940/940] lr: 9.699e-02, eta: 1 day, 0:32:39, time: 1.348, data_time: 0.006, memory: 5021, top1_acc: 0.3415, top5_acc: 0.5891, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.9518 2020-07-29 19:52:31,979 - mmaction - INFO - Saving checkpoint at 122 epochs 2020-07-29 19:56:38,971 - mmaction - INFO - Epoch [123][20/940] lr: 9.402e-02, eta: 1 day, 0:36:54, time: 12.305, data_time: 0.363, memory: 5021, top1_acc: 0.3580, top5_acc: 0.6109, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.8534 2020-07-29 19:57:06,095 - mmaction - INFO - Epoch [123][40/940] lr: 9.402e-02, eta: 1 day, 0:36:15, time: 1.358, data_time: 0.005, memory: 5021, top1_acc: 0.3564, top5_acc: 0.6066, loss_cls: 2.9390, loss: 2.9390, grad_norm: 1.8804 2020-07-29 19:57:33,576 - mmaction - INFO - Epoch [123][60/940] lr: 9.402e-02, eta: 1 day, 0:35:35, time: 1.373, data_time: 0.004, memory: 5021, top1_acc: 0.3635, top5_acc: 0.6049, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.8950 2020-07-29 19:58:01,195 - mmaction - INFO - Epoch [123][80/940] lr: 9.402e-02, eta: 1 day, 0:34:56, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3578, top5_acc: 0.6061, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.8910 2020-07-29 19:58:28,884 - mmaction - INFO - Epoch [123][100/940] lr: 9.402e-02, eta: 1 day, 0:34:17, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.3508, top5_acc: 0.5943, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.8997 2020-07-29 19:58:56,463 - mmaction - INFO - Epoch [123][120/940] lr: 9.402e-02, eta: 1 day, 0:33:38, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3471, top5_acc: 0.6010, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.9464 2020-07-29 19:59:24,003 - mmaction - INFO - Epoch [123][140/940] lr: 9.402e-02, eta: 1 day, 0:32:59, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3670, top5_acc: 0.6100, loss_cls: 2.9015, loss: 2.9015, grad_norm: 1.8480 2020-07-29 19:59:51,943 - mmaction - INFO - Epoch [123][160/940] lr: 9.402e-02, eta: 1 day, 0:32:20, time: 1.399, data_time: 0.004, memory: 5021, top1_acc: 0.3518, top5_acc: 0.6031, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.9279 2020-07-29 20:00:25,156 - mmaction - INFO - Epoch [123][180/940] lr: 9.402e-02, eta: 1 day, 0:31:48, time: 1.642, data_time: 0.003, memory: 5021, top1_acc: 0.3549, top5_acc: 0.6021, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.9168 2020-07-29 20:00:53,114 - mmaction - INFO - Epoch [123][200/940] lr: 9.402e-02, eta: 1 day, 0:31:10, time: 1.417, data_time: 0.032, memory: 5021, top1_acc: 0.3545, top5_acc: 0.6029, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.8790 2020-07-29 20:01:20,722 - mmaction - INFO - Epoch [123][220/940] lr: 9.402e-02, eta: 1 day, 0:30:31, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3615, top5_acc: 0.5982, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.8928 2020-07-29 20:01:49,088 - mmaction - INFO - Epoch [123][240/940] lr: 9.402e-02, eta: 1 day, 0:29:53, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.3588, top5_acc: 0.5945, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.8857 2020-07-29 20:02:17,050 - mmaction - INFO - Epoch [123][260/940] lr: 9.402e-02, eta: 1 day, 0:29:15, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.3463, top5_acc: 0.5959, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.8556 2020-07-29 20:02:45,051 - mmaction - INFO - Epoch [123][280/940] lr: 9.402e-02, eta: 1 day, 0:28:36, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3455, top5_acc: 0.6000, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.8828 2020-07-29 20:03:13,127 - mmaction - INFO - Epoch [123][300/940] lr: 9.402e-02, eta: 1 day, 0:27:58, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5832, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.8791 2020-07-29 20:03:41,222 - mmaction - INFO - Epoch [123][320/940] lr: 9.402e-02, eta: 1 day, 0:27:19, time: 1.404, data_time: 0.002, memory: 5021, top1_acc: 0.3543, top5_acc: 0.5982, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.8755 2020-07-29 20:04:09,831 - mmaction - INFO - Epoch [123][340/940] lr: 9.402e-02, eta: 1 day, 0:26:42, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.3527, top5_acc: 0.6025, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.8912 2020-07-29 20:04:37,738 - mmaction - INFO - Epoch [123][360/940] lr: 9.402e-02, eta: 1 day, 0:26:03, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3510, top5_acc: 0.5900, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.8771 2020-07-29 20:05:06,580 - mmaction - INFO - Epoch [123][380/940] lr: 9.402e-02, eta: 1 day, 0:25:26, time: 1.442, data_time: 0.005, memory: 5021, top1_acc: 0.3574, top5_acc: 0.5932, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.9092 2020-07-29 20:05:34,544 - mmaction - INFO - Epoch [123][400/940] lr: 9.402e-02, eta: 1 day, 0:24:47, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.3479, top5_acc: 0.5898, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.8796 2020-07-29 20:06:01,964 - mmaction - INFO - Epoch [123][420/940] lr: 9.402e-02, eta: 1 day, 0:24:08, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.3547, top5_acc: 0.5951, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.9155 2020-07-29 20:06:29,913 - mmaction - INFO - Epoch [123][440/940] lr: 9.402e-02, eta: 1 day, 0:23:30, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.3529, top5_acc: 0.6041, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.8719 2020-07-29 20:06:57,802 - mmaction - INFO - Epoch [123][460/940] lr: 9.402e-02, eta: 1 day, 0:22:51, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3510, top5_acc: 0.5918, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.8946 2020-07-29 20:07:25,743 - mmaction - INFO - Epoch [123][480/940] lr: 9.402e-02, eta: 1 day, 0:22:13, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.3672, top5_acc: 0.6027, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.8624 2020-07-29 20:07:53,483 - mmaction - INFO - Epoch [123][500/940] lr: 9.402e-02, eta: 1 day, 0:21:34, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3604, top5_acc: 0.5965, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.9744 2020-07-29 20:08:21,217 - mmaction - INFO - Epoch [123][520/940] lr: 9.402e-02, eta: 1 day, 0:20:55, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.3459, top5_acc: 0.5930, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.9616 2020-07-29 20:08:48,850 - mmaction - INFO - Epoch [123][540/940] lr: 9.402e-02, eta: 1 day, 0:20:17, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3486, top5_acc: 0.5914, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.9091 2020-07-29 20:09:16,718 - mmaction - INFO - Epoch [123][560/940] lr: 9.402e-02, eta: 1 day, 0:19:38, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3498, top5_acc: 0.5875, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.9055 2020-07-29 20:09:44,607 - mmaction - INFO - Epoch [123][580/940] lr: 9.402e-02, eta: 1 day, 0:19:00, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3617, top5_acc: 0.5928, loss_cls: 2.9683, loss: 2.9683, grad_norm: 1.8718 2020-07-29 20:10:12,539 - mmaction - INFO - Epoch [123][600/940] lr: 9.402e-02, eta: 1 day, 0:18:21, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3449, top5_acc: 0.5996, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.9105 2020-07-29 20:10:41,309 - mmaction - INFO - Epoch [123][620/940] lr: 9.402e-02, eta: 1 day, 0:17:44, time: 1.440, data_time: 0.004, memory: 5021, top1_acc: 0.3457, top5_acc: 0.5816, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.9208 2020-07-29 20:11:09,057 - mmaction - INFO - Epoch [123][640/940] lr: 9.402e-02, eta: 1 day, 0:17:05, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.3512, top5_acc: 0.6043, loss_cls: 2.9485, loss: 2.9485, grad_norm: 1.9082 2020-07-29 20:11:37,214 - mmaction - INFO - Epoch [123][660/940] lr: 9.402e-02, eta: 1 day, 0:16:27, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3459, top5_acc: 0.5949, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.9247 2020-07-29 20:12:04,881 - mmaction - INFO - Epoch [123][680/940] lr: 9.402e-02, eta: 1 day, 0:15:48, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3441, top5_acc: 0.5873, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.9256 2020-07-29 20:12:32,946 - mmaction - INFO - Epoch [123][700/940] lr: 9.402e-02, eta: 1 day, 0:15:10, time: 1.404, data_time: 0.003, memory: 5021, top1_acc: 0.3578, top5_acc: 0.6098, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.8834 2020-07-29 20:13:00,922 - mmaction - INFO - Epoch [123][720/940] lr: 9.402e-02, eta: 1 day, 0:14:32, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.3502, top5_acc: 0.6004, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.9436 2020-07-29 20:13:28,392 - mmaction - INFO - Epoch [123][740/940] lr: 9.402e-02, eta: 1 day, 0:13:53, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.3611, top5_acc: 0.5916, loss_cls: 2.9737, loss: 2.9737, grad_norm: 1.8968 2020-07-29 20:13:56,211 - mmaction - INFO - Epoch [123][760/940] lr: 9.402e-02, eta: 1 day, 0:13:14, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3428, top5_acc: 0.5957, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.9402 2020-07-29 20:14:24,066 - mmaction - INFO - Epoch [123][780/940] lr: 9.402e-02, eta: 1 day, 0:12:36, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3555, top5_acc: 0.5969, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.9125 2020-07-29 20:14:52,260 - mmaction - INFO - Epoch [123][800/940] lr: 9.402e-02, eta: 1 day, 0:11:58, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3393, top5_acc: 0.5988, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.9152 2020-07-29 20:15:20,152 - mmaction - INFO - Epoch [123][820/940] lr: 9.402e-02, eta: 1 day, 0:11:20, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3527, top5_acc: 0.5969, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.8880 2020-07-29 20:15:48,351 - mmaction - INFO - Epoch [123][840/940] lr: 9.402e-02, eta: 1 day, 0:10:42, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.3563, top5_acc: 0.5996, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.9097 2020-07-29 20:16:15,878 - mmaction - INFO - Epoch [123][860/940] lr: 9.402e-02, eta: 1 day, 0:10:03, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3535, top5_acc: 0.5934, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.9128 2020-07-29 20:16:43,777 - mmaction - INFO - Epoch [123][880/940] lr: 9.402e-02, eta: 1 day, 0:09:25, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.3445, top5_acc: 0.6041, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.9253 2020-07-29 20:17:11,649 - mmaction - INFO - Epoch [123][900/940] lr: 9.402e-02, eta: 1 day, 0:08:46, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3473, top5_acc: 0.5965, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9338 2020-07-29 20:17:39,104 - mmaction - INFO - Epoch [123][920/940] lr: 9.402e-02, eta: 1 day, 0:08:08, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3520, top5_acc: 0.6055, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.9503 2020-07-29 20:18:05,782 - mmaction - INFO - Epoch [123][940/940] lr: 9.402e-02, eta: 1 day, 0:07:28, time: 1.332, data_time: 0.006, memory: 5021, top1_acc: 0.3519, top5_acc: 0.5923, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.9378 2020-07-29 20:18:06,147 - mmaction - INFO - Saving checkpoint at 123 epochs 2020-07-29 20:23:38,611 - mmaction - INFO - Epoch [124][20/940] lr: 9.107e-02, eta: 1 day, 0:13:22, time: 16.562, data_time: 0.617, memory: 5021, top1_acc: 0.3586, top5_acc: 0.6053, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.9327 2020-07-29 20:24:05,627 - mmaction - INFO - Epoch [124][40/940] lr: 9.107e-02, eta: 1 day, 0:12:42, time: 1.352, data_time: 0.005, memory: 5021, top1_acc: 0.3551, top5_acc: 0.6100, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.9082 2020-07-29 20:24:32,834 - mmaction - INFO - Epoch [124][60/940] lr: 9.107e-02, eta: 1 day, 0:12:03, time: 1.359, data_time: 0.006, memory: 5021, top1_acc: 0.3676, top5_acc: 0.6105, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.9274 2020-07-29 20:25:00,010 - mmaction - INFO - Epoch [124][80/940] lr: 9.107e-02, eta: 1 day, 0:11:23, time: 1.359, data_time: 0.005, memory: 5021, top1_acc: 0.3465, top5_acc: 0.6014, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.9072 2020-07-29 20:25:27,918 - mmaction - INFO - Epoch [124][100/940] lr: 9.107e-02, eta: 1 day, 0:10:45, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3457, top5_acc: 0.6021, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.9121 2020-07-29 20:25:56,283 - mmaction - INFO - Epoch [124][120/940] lr: 9.107e-02, eta: 1 day, 0:10:07, time: 1.416, data_time: 0.004, memory: 5021, top1_acc: 0.3654, top5_acc: 0.6102, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.8671 2020-07-29 20:26:23,928 - mmaction - INFO - Epoch [124][140/940] lr: 9.107e-02, eta: 1 day, 0:09:28, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3482, top5_acc: 0.5979, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.9807 2020-07-29 20:26:51,569 - mmaction - INFO - Epoch [124][160/940] lr: 9.107e-02, eta: 1 day, 0:08:49, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3672, top5_acc: 0.6213, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9099 2020-07-29 20:27:19,595 - mmaction - INFO - Epoch [124][180/940] lr: 9.107e-02, eta: 1 day, 0:08:11, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3479, top5_acc: 0.5949, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.9494 2020-07-29 20:27:47,121 - mmaction - INFO - Epoch [124][200/940] lr: 9.107e-02, eta: 1 day, 0:07:32, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3637, top5_acc: 0.5959, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.9062 2020-07-29 20:28:14,872 - mmaction - INFO - Epoch [124][220/940] lr: 9.107e-02, eta: 1 day, 0:06:53, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.3531, top5_acc: 0.5973, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.9291 2020-07-29 20:28:42,902 - mmaction - INFO - Epoch [124][240/940] lr: 9.107e-02, eta: 1 day, 0:06:15, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.3584, top5_acc: 0.6010, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.9016 2020-07-29 20:29:10,705 - mmaction - INFO - Epoch [124][260/940] lr: 9.107e-02, eta: 1 day, 0:05:36, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3588, top5_acc: 0.6098, loss_cls: 2.8911, loss: 2.8911, grad_norm: 1.9178 2020-07-29 20:29:38,709 - mmaction - INFO - Epoch [124][280/940] lr: 9.107e-02, eta: 1 day, 0:04:58, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9297, loss: 2.9297, grad_norm: 1.9241 2020-07-29 20:30:06,695 - mmaction - INFO - Epoch [124][300/940] lr: 9.107e-02, eta: 1 day, 0:04:19, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3605, top5_acc: 0.6100, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.9142 2020-07-29 20:30:34,377 - mmaction - INFO - Epoch [124][320/940] lr: 9.107e-02, eta: 1 day, 0:03:41, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.9415 2020-07-29 20:31:01,766 - mmaction - INFO - Epoch [124][340/940] lr: 9.107e-02, eta: 1 day, 0:03:02, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.3648, top5_acc: 0.6043, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.9827 2020-07-29 20:31:29,564 - mmaction - INFO - Epoch [124][360/940] lr: 9.107e-02, eta: 1 day, 0:02:23, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.9316 2020-07-29 20:31:57,822 - mmaction - INFO - Epoch [124][380/940] lr: 9.107e-02, eta: 1 day, 0:01:45, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3568, top5_acc: 0.5943, loss_cls: 2.9615, loss: 2.9615, grad_norm: 1.9202 2020-07-29 20:32:25,769 - mmaction - INFO - Epoch [124][400/940] lr: 9.107e-02, eta: 1 day, 0:01:07, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3607, top5_acc: 0.6080, loss_cls: 2.9215, loss: 2.9215, grad_norm: 1.9161 2020-07-29 20:32:53,691 - mmaction - INFO - Epoch [124][420/940] lr: 9.107e-02, eta: 1 day, 0:00:28, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3551, top5_acc: 0.5941, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.9281 2020-07-29 20:33:21,366 - mmaction - INFO - Epoch [124][440/940] lr: 9.107e-02, eta: 23:59:50, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3586, top5_acc: 0.5965, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.9121 2020-07-29 20:33:48,973 - mmaction - INFO - Epoch [124][460/940] lr: 9.107e-02, eta: 23:59:11, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3553, top5_acc: 0.6062, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.9649 2020-07-29 20:34:16,276 - mmaction - INFO - Epoch [124][480/940] lr: 9.107e-02, eta: 23:58:32, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.3420, top5_acc: 0.5934, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.9447 2020-07-29 20:34:44,036 - mmaction - INFO - Epoch [124][500/940] lr: 9.107e-02, eta: 23:57:53, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8856, loss: 2.8856, grad_norm: 1.9080 2020-07-29 20:35:12,855 - mmaction - INFO - Epoch [124][520/940] lr: 9.107e-02, eta: 23:57:16, time: 1.439, data_time: 0.002, memory: 5021, top1_acc: 0.3598, top5_acc: 0.5904, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.9424 2020-07-29 20:35:40,899 - mmaction - INFO - Epoch [124][540/940] lr: 9.107e-02, eta: 23:56:38, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3689, top5_acc: 0.6145, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.9100 2020-07-29 20:36:08,548 - mmaction - INFO - Epoch [124][560/940] lr: 9.107e-02, eta: 23:55:59, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3600, top5_acc: 0.6133, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.9651 2020-07-29 20:36:36,323 - mmaction - INFO - Epoch [124][580/940] lr: 9.107e-02, eta: 23:55:21, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.3539, top5_acc: 0.6043, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.9462 2020-07-29 20:37:03,874 - mmaction - INFO - Epoch [124][600/940] lr: 9.107e-02, eta: 23:54:42, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3469, top5_acc: 0.5924, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.9004 2020-07-29 20:37:31,532 - mmaction - INFO - Epoch [124][620/940] lr: 9.107e-02, eta: 23:54:04, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3422, top5_acc: 0.5848, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.9583 2020-07-29 20:37:59,060 - mmaction - INFO - Epoch [124][640/940] lr: 9.107e-02, eta: 23:53:25, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3592, top5_acc: 0.6051, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.9131 2020-07-29 20:38:26,776 - mmaction - INFO - Epoch [124][660/940] lr: 9.107e-02, eta: 23:52:46, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.9444 2020-07-29 20:38:54,701 - mmaction - INFO - Epoch [124][680/940] lr: 9.107e-02, eta: 23:52:08, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3490, top5_acc: 0.5943, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.9213 2020-07-29 20:39:22,690 - mmaction - INFO - Epoch [124][700/940] lr: 9.107e-02, eta: 23:51:30, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3639, top5_acc: 0.6070, loss_cls: 2.9269, loss: 2.9269, grad_norm: 1.9075 2020-07-29 20:39:50,201 - mmaction - INFO - Epoch [124][720/940] lr: 9.107e-02, eta: 23:50:51, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3424, top5_acc: 0.5961, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.9659 2020-07-29 20:40:17,950 - mmaction - INFO - Epoch [124][740/940] lr: 9.107e-02, eta: 23:50:13, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3531, top5_acc: 0.5900, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.9289 2020-07-29 20:40:45,968 - mmaction - INFO - Epoch [124][760/940] lr: 9.107e-02, eta: 23:49:35, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3533, top5_acc: 0.6012, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.9072 2020-07-29 20:41:13,669 - mmaction - INFO - Epoch [124][780/940] lr: 9.107e-02, eta: 23:48:56, time: 1.385, data_time: 0.007, memory: 5021, top1_acc: 0.3486, top5_acc: 0.5957, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.9274 2020-07-29 20:41:41,195 - mmaction - INFO - Epoch [124][800/940] lr: 9.107e-02, eta: 23:48:18, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3525, top5_acc: 0.5953, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.9080 2020-07-29 20:42:08,929 - mmaction - INFO - Epoch [124][820/940] lr: 9.107e-02, eta: 23:47:39, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3688, top5_acc: 0.6090, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.8840 2020-07-29 20:42:36,649 - mmaction - INFO - Epoch [124][840/940] lr: 9.107e-02, eta: 23:47:01, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3650, top5_acc: 0.6047, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.9199 2020-07-29 20:43:04,983 - mmaction - INFO - Epoch [124][860/940] lr: 9.107e-02, eta: 23:46:23, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.3564, top5_acc: 0.6070, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.8981 2020-07-29 20:43:32,772 - mmaction - INFO - Epoch [124][880/940] lr: 9.107e-02, eta: 23:45:45, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3559, top5_acc: 0.5996, loss_cls: 2.9463, loss: 2.9463, grad_norm: 1.9308 2020-07-29 20:44:00,318 - mmaction - INFO - Epoch [124][900/940] lr: 9.107e-02, eta: 23:45:06, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3604, top5_acc: 0.6057, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.9572 2020-07-29 20:44:27,968 - mmaction - INFO - Epoch [124][920/940] lr: 9.107e-02, eta: 23:44:28, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3578, top5_acc: 0.5994, loss_cls: 2.9603, loss: 2.9603, grad_norm: 1.9525 2020-07-29 20:44:55,353 - mmaction - INFO - Epoch [124][940/940] lr: 9.107e-02, eta: 23:43:49, time: 1.369, data_time: 0.006, memory: 5021, top1_acc: 0.3600, top5_acc: 0.6134, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.9597 2020-07-29 20:44:55,632 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-07-29 20:48:17,666 - mmaction - INFO - Epoch [125][20/940] lr: 8.816e-02, eta: 23:46:46, time: 10.055, data_time: 0.373, memory: 5021, top1_acc: 0.3592, top5_acc: 0.6090, loss_cls: 2.9065, loss: 2.9065, grad_norm: 1.9535 2020-07-29 20:48:44,951 - mmaction - INFO - Epoch [125][40/940] lr: 8.816e-02, eta: 23:46:07, time: 1.364, data_time: 0.002, memory: 5021, top1_acc: 0.3586, top5_acc: 0.5998, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.9363 2020-07-29 20:49:12,411 - mmaction - INFO - Epoch [125][60/940] lr: 8.816e-02, eta: 23:45:28, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.3664, top5_acc: 0.6162, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.8952 2020-07-29 20:49:39,845 - mmaction - INFO - Epoch [125][80/940] lr: 8.816e-02, eta: 23:44:49, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.3660, top5_acc: 0.6086, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.9757 2020-07-29 20:50:07,751 - mmaction - INFO - Epoch [125][100/940] lr: 8.816e-02, eta: 23:44:11, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3625, top5_acc: 0.6086, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.9699 2020-07-29 20:50:35,630 - mmaction - INFO - Epoch [125][120/940] lr: 8.816e-02, eta: 23:43:33, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.9634 2020-07-29 20:51:03,541 - mmaction - INFO - Epoch [125][140/940] lr: 8.816e-02, eta: 23:42:55, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3547, top5_acc: 0.6020, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.9491 2020-07-29 20:51:31,211 - mmaction - INFO - Epoch [125][160/940] lr: 8.816e-02, eta: 23:42:16, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3494, top5_acc: 0.5930, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.9935 2020-07-29 20:51:59,365 - mmaction - INFO - Epoch [125][180/940] lr: 8.816e-02, eta: 23:41:38, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3543, top5_acc: 0.6010, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.9375 2020-07-29 20:52:27,845 - mmaction - INFO - Epoch [125][200/940] lr: 8.816e-02, eta: 23:41:01, time: 1.425, data_time: 0.005, memory: 5021, top1_acc: 0.3551, top5_acc: 0.6008, loss_cls: 2.9367, loss: 2.9367, grad_norm: 1.9344 2020-07-29 20:52:55,479 - mmaction - INFO - Epoch [125][220/940] lr: 8.816e-02, eta: 23:40:22, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3705, top5_acc: 0.6018, loss_cls: 2.9501, loss: 2.9501, grad_norm: 1.9372 2020-07-29 20:53:23,335 - mmaction - INFO - Epoch [125][240/940] lr: 8.816e-02, eta: 23:39:44, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3635, top5_acc: 0.6061, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.9349 2020-07-29 20:53:51,095 - mmaction - INFO - Epoch [125][260/940] lr: 8.816e-02, eta: 23:39:06, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3580, top5_acc: 0.6068, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.9659 2020-07-29 20:54:19,153 - mmaction - INFO - Epoch [125][280/940] lr: 8.816e-02, eta: 23:38:27, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.3525, top5_acc: 0.5891, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.9476 2020-07-29 20:54:47,023 - mmaction - INFO - Epoch [125][300/940] lr: 8.816e-02, eta: 23:37:49, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3639, top5_acc: 0.6102, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.9144 2020-07-29 20:55:15,405 - mmaction - INFO - Epoch [125][320/940] lr: 8.816e-02, eta: 23:37:12, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.3551, top5_acc: 0.5949, loss_cls: 2.9632, loss: 2.9632, grad_norm: 1.9758 2020-07-29 20:55:44,019 - mmaction - INFO - Epoch [125][340/940] lr: 8.816e-02, eta: 23:36:34, time: 1.431, data_time: 0.006, memory: 5021, top1_acc: 0.3576, top5_acc: 0.6000, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.9036 2020-07-29 20:56:12,554 - mmaction - INFO - Epoch [125][360/940] lr: 8.816e-02, eta: 23:35:57, time: 1.427, data_time: 0.006, memory: 5021, top1_acc: 0.3637, top5_acc: 0.6070, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.9312 2020-07-29 20:56:40,239 - mmaction - INFO - Epoch [125][380/940] lr: 8.816e-02, eta: 23:35:19, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3617, top5_acc: 0.6064, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.9364 2020-07-29 20:57:08,259 - mmaction - INFO - Epoch [125][400/940] lr: 8.816e-02, eta: 23:34:41, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3658, top5_acc: 0.6023, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.9460 2020-07-29 20:57:36,371 - mmaction - INFO - Epoch [125][420/940] lr: 8.816e-02, eta: 23:34:03, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3578, top5_acc: 0.6061, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.9258 2020-07-29 20:58:03,983 - mmaction - INFO - Epoch [125][440/940] lr: 8.816e-02, eta: 23:33:24, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3621, top5_acc: 0.6004, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.9426 2020-07-29 20:58:32,233 - mmaction - INFO - Epoch [125][460/940] lr: 8.816e-02, eta: 23:32:47, time: 1.410, data_time: 0.004, memory: 5021, top1_acc: 0.3549, top5_acc: 0.6057, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.9507 2020-07-29 20:58:59,975 - mmaction - INFO - Epoch [125][480/940] lr: 8.816e-02, eta: 23:32:08, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3557, top5_acc: 0.6018, loss_cls: 2.9578, loss: 2.9578, grad_norm: 1.9501 2020-07-29 20:59:27,891 - mmaction - INFO - Epoch [125][500/940] lr: 8.816e-02, eta: 23:31:30, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3654, top5_acc: 0.6053, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.9615 2020-07-29 20:59:55,600 - mmaction - INFO - Epoch [125][520/940] lr: 8.816e-02, eta: 23:30:52, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3564, top5_acc: 0.5998, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.9238 2020-07-29 21:00:40,436 - mmaction - INFO - Epoch [125][540/940] lr: 8.816e-02, eta: 23:30:34, time: 2.226, data_time: 0.005, memory: 5021, top1_acc: 0.3561, top5_acc: 0.6014, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.9241 2020-07-29 21:01:08,128 - mmaction - INFO - Epoch [125][560/940] lr: 8.816e-02, eta: 23:29:56, time: 1.401, data_time: 0.024, memory: 5021, top1_acc: 0.3594, top5_acc: 0.6006, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.9812 2020-07-29 21:01:35,924 - mmaction - INFO - Epoch [125][580/940] lr: 8.816e-02, eta: 23:29:18, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3582, top5_acc: 0.6105, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.0137 2020-07-29 21:02:03,827 - mmaction - INFO - Epoch [125][600/940] lr: 8.816e-02, eta: 23:28:40, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.3492, top5_acc: 0.5953, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.9565 2020-07-29 21:02:31,676 - mmaction - INFO - Epoch [125][620/940] lr: 8.816e-02, eta: 23:28:02, time: 1.391, data_time: 0.003, memory: 5021, top1_acc: 0.3607, top5_acc: 0.5969, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.9631 2020-07-29 21:02:59,925 - mmaction - INFO - Epoch [125][640/940] lr: 8.816e-02, eta: 23:27:24, time: 1.415, data_time: 0.004, memory: 5021, top1_acc: 0.3598, top5_acc: 0.6023, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.9784 2020-07-29 21:03:28,036 - mmaction - INFO - Epoch [125][660/940] lr: 8.816e-02, eta: 23:26:47, time: 1.403, data_time: 0.004, memory: 5021, top1_acc: 0.3619, top5_acc: 0.6092, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.9373 2020-07-29 21:03:55,654 - mmaction - INFO - Epoch [125][680/940] lr: 8.816e-02, eta: 23:26:08, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3727, top5_acc: 0.6131, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.8915 2020-07-29 21:04:23,544 - mmaction - INFO - Epoch [125][700/940] lr: 8.816e-02, eta: 23:25:30, time: 1.393, data_time: 0.007, memory: 5021, top1_acc: 0.3531, top5_acc: 0.5967, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.9788 2020-07-29 21:04:51,414 - mmaction - INFO - Epoch [125][720/940] lr: 8.816e-02, eta: 23:24:52, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3596, top5_acc: 0.6111, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.9462 2020-07-29 21:05:19,379 - mmaction - INFO - Epoch [125][740/940] lr: 8.816e-02, eta: 23:24:14, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3582, top5_acc: 0.5965, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.9026 2020-07-29 21:05:47,435 - mmaction - INFO - Epoch [125][760/940] lr: 8.816e-02, eta: 23:23:37, time: 1.406, data_time: 0.007, memory: 5021, top1_acc: 0.3506, top5_acc: 0.5975, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.0266 2020-07-29 21:06:15,777 - mmaction - INFO - Epoch [125][780/940] lr: 8.816e-02, eta: 23:22:59, time: 1.415, data_time: 0.004, memory: 5021, top1_acc: 0.3512, top5_acc: 0.5928, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.9680 2020-07-29 21:06:43,328 - mmaction - INFO - Epoch [125][800/940] lr: 8.816e-02, eta: 23:22:21, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3545, top5_acc: 0.5988, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.9486 2020-07-29 21:07:11,599 - mmaction - INFO - Epoch [125][820/940] lr: 8.816e-02, eta: 23:21:43, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.3590, top5_acc: 0.6074, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.9817 2020-07-29 21:07:39,193 - mmaction - INFO - Epoch [125][840/940] lr: 8.816e-02, eta: 23:21:05, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3547, top5_acc: 0.6033, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.9319 2020-07-29 21:08:06,815 - mmaction - INFO - Epoch [125][860/940] lr: 8.816e-02, eta: 23:20:27, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.9548 2020-07-29 21:08:35,031 - mmaction - INFO - Epoch [125][880/940] lr: 8.816e-02, eta: 23:19:49, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.3641, top5_acc: 0.6096, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.9390 2020-07-29 21:09:03,021 - mmaction - INFO - Epoch [125][900/940] lr: 8.816e-02, eta: 23:19:11, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3609, top5_acc: 0.6033, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.9374 2020-07-29 21:09:30,840 - mmaction - INFO - Epoch [125][920/940] lr: 8.816e-02, eta: 23:18:33, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3561, top5_acc: 0.6021, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.9262 2020-07-29 21:09:57,543 - mmaction - INFO - Epoch [125][940/940] lr: 8.816e-02, eta: 23:17:54, time: 1.333, data_time: 0.005, memory: 5021, top1_acc: 0.3614, top5_acc: 0.6039, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.9337 2020-07-29 21:09:57,904 - mmaction - INFO - Saving checkpoint at 125 epochs 2020-07-29 21:17:29,988 - mmaction - INFO - Epoch [126][20/940] lr: 8.528e-02, eta: 23:25:41, time: 22.546, data_time: 0.575, memory: 5021, top1_acc: 0.3688, top5_acc: 0.6141, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.9882 2020-07-29 21:17:57,272 - mmaction - INFO - Epoch [126][40/940] lr: 8.528e-02, eta: 23:25:02, time: 1.366, data_time: 0.006, memory: 5021, top1_acc: 0.3613, top5_acc: 0.6100, loss_cls: 2.9187, loss: 2.9187, grad_norm: 1.9710 2020-07-29 21:18:24,739 - mmaction - INFO - Epoch [126][60/940] lr: 8.528e-02, eta: 23:24:24, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3682, top5_acc: 0.6148, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.9530 2020-07-29 21:18:52,042 - mmaction - INFO - Epoch [126][80/940] lr: 8.528e-02, eta: 23:23:45, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.3500, top5_acc: 0.5988, loss_cls: 2.9395, loss: 2.9395, grad_norm: 1.9965 2020-07-29 21:19:19,622 - mmaction - INFO - Epoch [126][100/940] lr: 8.528e-02, eta: 23:23:06, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3639, top5_acc: 0.6061, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.9515 2020-07-29 21:19:47,220 - mmaction - INFO - Epoch [126][120/940] lr: 8.528e-02, eta: 23:22:27, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3631, top5_acc: 0.5973, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.9707 2020-07-29 21:20:14,988 - mmaction - INFO - Epoch [126][140/940] lr: 8.528e-02, eta: 23:21:49, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3689, top5_acc: 0.6047, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9523 2020-07-29 21:20:42,670 - mmaction - INFO - Epoch [126][160/940] lr: 8.528e-02, eta: 23:21:11, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3703, top5_acc: 0.6170, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.9606 2020-07-29 21:21:10,647 - mmaction - INFO - Epoch [126][180/940] lr: 8.528e-02, eta: 23:20:32, time: 1.399, data_time: 0.004, memory: 5021, top1_acc: 0.3533, top5_acc: 0.6039, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9628 2020-07-29 21:21:38,186 - mmaction - INFO - Epoch [126][200/940] lr: 8.528e-02, eta: 23:19:54, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3611, top5_acc: 0.6113, loss_cls: 2.8827, loss: 2.8827, grad_norm: 1.9562 2020-07-29 21:22:05,874 - mmaction - INFO - Epoch [126][220/940] lr: 8.528e-02, eta: 23:19:15, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.3416, top5_acc: 0.6002, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.9393 2020-07-29 21:22:33,699 - mmaction - INFO - Epoch [126][240/940] lr: 8.528e-02, eta: 23:18:37, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3676, top5_acc: 0.6191, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.9294 2020-07-29 21:23:01,906 - mmaction - INFO - Epoch [126][260/940] lr: 8.528e-02, eta: 23:17:59, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.3678, top5_acc: 0.6172, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.9459 2020-07-29 21:23:29,846 - mmaction - INFO - Epoch [126][280/940] lr: 8.528e-02, eta: 23:17:21, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3695, top5_acc: 0.6061, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.9642 2020-07-29 21:23:57,647 - mmaction - INFO - Epoch [126][300/940] lr: 8.528e-02, eta: 23:16:43, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3545, top5_acc: 0.6002, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.9951 2020-07-29 21:24:25,402 - mmaction - INFO - Epoch [126][320/940] lr: 8.528e-02, eta: 23:16:04, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3574, top5_acc: 0.6084, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.9382 2020-07-29 21:24:53,175 - mmaction - INFO - Epoch [126][340/940] lr: 8.528e-02, eta: 23:15:26, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.3674, top5_acc: 0.6008, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.9724 2020-07-29 21:25:21,471 - mmaction - INFO - Epoch [126][360/940] lr: 8.528e-02, eta: 23:14:48, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.3676, top5_acc: 0.6189, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.9926 2020-07-29 21:25:49,475 - mmaction - INFO - Epoch [126][380/940] lr: 8.528e-02, eta: 23:14:10, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.3590, top5_acc: 0.6049, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.9643 2020-07-29 21:26:17,128 - mmaction - INFO - Epoch [126][400/940] lr: 8.528e-02, eta: 23:13:32, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3643, top5_acc: 0.6135, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.9777 2020-07-29 21:26:44,637 - mmaction - INFO - Epoch [126][420/940] lr: 8.528e-02, eta: 23:12:53, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3598, top5_acc: 0.6020, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.9740 2020-07-29 21:27:12,591 - mmaction - INFO - Epoch [126][440/940] lr: 8.528e-02, eta: 23:12:15, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3605, top5_acc: 0.6127, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.9919 2020-07-29 21:27:40,811 - mmaction - INFO - Epoch [126][460/940] lr: 8.528e-02, eta: 23:11:38, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.3682, top5_acc: 0.6076, loss_cls: 2.9120, loss: 2.9120, grad_norm: 1.9991 2020-07-29 21:28:09,044 - mmaction - INFO - Epoch [126][480/940] lr: 8.528e-02, eta: 23:11:00, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.3711, top5_acc: 0.6152, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.0326 2020-07-29 21:28:37,039 - mmaction - INFO - Epoch [126][500/940] lr: 8.528e-02, eta: 23:10:22, time: 1.400, data_time: 0.004, memory: 5021, top1_acc: 0.3516, top5_acc: 0.5973, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.0052 2020-07-29 21:29:04,836 - mmaction - INFO - Epoch [126][520/940] lr: 8.528e-02, eta: 23:09:44, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3582, top5_acc: 0.6158, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.9631 2020-07-29 21:29:33,173 - mmaction - INFO - Epoch [126][540/940] lr: 8.528e-02, eta: 23:09:06, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.3736, top5_acc: 0.6180, loss_cls: 2.8669, loss: 2.8669, grad_norm: 1.9476 2020-07-29 21:30:00,689 - mmaction - INFO - Epoch [126][560/940] lr: 8.528e-02, eta: 23:08:28, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.9781 2020-07-29 21:30:28,364 - mmaction - INFO - Epoch [126][580/940] lr: 8.528e-02, eta: 23:07:49, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3707, top5_acc: 0.6123, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.9359 2020-07-29 21:30:56,224 - mmaction - INFO - Epoch [126][600/940] lr: 8.528e-02, eta: 23:07:11, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3654, top5_acc: 0.6152, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.9851 2020-07-29 21:31:23,796 - mmaction - INFO - Epoch [126][620/940] lr: 8.528e-02, eta: 23:06:33, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3596, top5_acc: 0.6037, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.9837 2020-07-29 21:31:51,397 - mmaction - INFO - Epoch [126][640/940] lr: 8.528e-02, eta: 23:05:55, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3619, top5_acc: 0.6109, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.9750 2020-07-29 21:32:19,286 - mmaction - INFO - Epoch [126][660/940] lr: 8.528e-02, eta: 23:05:17, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3600, top5_acc: 0.6057, loss_cls: 2.9189, loss: 2.9189, grad_norm: 1.9699 2020-07-29 21:32:46,867 - mmaction - INFO - Epoch [126][680/940] lr: 8.528e-02, eta: 23:04:38, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3658, top5_acc: 0.6152, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.9400 2020-07-29 21:33:14,446 - mmaction - INFO - Epoch [126][700/940] lr: 8.528e-02, eta: 23:04:00, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3703, top5_acc: 0.6121, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.9936 2020-07-29 21:33:42,570 - mmaction - INFO - Epoch [126][720/940] lr: 8.528e-02, eta: 23:03:22, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3680, top5_acc: 0.6021, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.0319 2020-07-29 21:34:10,290 - mmaction - INFO - Epoch [126][740/940] lr: 8.528e-02, eta: 23:02:44, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3639, top5_acc: 0.6100, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.0339 2020-07-29 21:34:38,090 - mmaction - INFO - Epoch [126][760/940] lr: 8.528e-02, eta: 23:02:06, time: 1.388, data_time: 0.004, memory: 5021, top1_acc: 0.3555, top5_acc: 0.5988, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.9768 2020-07-29 21:35:05,753 - mmaction - INFO - Epoch [126][780/940] lr: 8.528e-02, eta: 23:01:28, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3592, top5_acc: 0.6035, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.9767 2020-07-29 21:35:33,021 - mmaction - INFO - Epoch [126][800/940] lr: 8.528e-02, eta: 23:00:49, time: 1.364, data_time: 0.002, memory: 5021, top1_acc: 0.3564, top5_acc: 0.6055, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.0098 2020-07-29 21:36:00,923 - mmaction - INFO - Epoch [126][820/940] lr: 8.528e-02, eta: 23:00:11, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3654, top5_acc: 0.6104, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.9600 2020-07-29 21:36:28,457 - mmaction - INFO - Epoch [126][840/940] lr: 8.528e-02, eta: 22:59:33, time: 1.377, data_time: 0.004, memory: 5021, top1_acc: 0.3570, top5_acc: 0.5973, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.0018 2020-07-29 21:36:55,971 - mmaction - INFO - Epoch [126][860/940] lr: 8.528e-02, eta: 22:58:54, time: 1.373, data_time: 0.004, memory: 5021, top1_acc: 0.3619, top5_acc: 0.6066, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.9660 2020-07-29 21:37:23,743 - mmaction - INFO - Epoch [126][880/940] lr: 8.528e-02, eta: 22:58:16, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3609, top5_acc: 0.6137, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.9700 2020-07-29 21:37:51,924 - mmaction - INFO - Epoch [126][900/940] lr: 8.528e-02, eta: 22:57:39, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.3711, top5_acc: 0.6041, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.9852 2020-07-29 21:38:19,534 - mmaction - INFO - Epoch [126][920/940] lr: 8.528e-02, eta: 22:57:01, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3441, top5_acc: 0.5949, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.9548 2020-07-29 21:38:45,870 - mmaction - INFO - Epoch [126][940/940] lr: 8.528e-02, eta: 22:56:21, time: 1.319, data_time: 0.006, memory: 5021, top1_acc: 0.3594, top5_acc: 0.6144, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.9566 2020-07-29 21:38:46,129 - mmaction - INFO - Saving checkpoint at 126 epochs 2020-07-29 21:43:16,189 - mmaction - INFO - Epoch [127][20/940] lr: 8.244e-02, eta: 23:00:20, time: 13.456, data_time: 0.362, memory: 5021, top1_acc: 0.3639, top5_acc: 0.6105, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0462 2020-07-29 21:43:43,529 - mmaction - INFO - Epoch [127][40/940] lr: 8.244e-02, eta: 22:59:41, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.3674, top5_acc: 0.6184, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.9662 2020-07-29 21:44:11,251 - mmaction - INFO - Epoch [127][60/940] lr: 8.244e-02, eta: 22:59:03, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3695, top5_acc: 0.6117, loss_cls: 2.8791, loss: 2.8791, grad_norm: 1.9704 2020-07-29 21:44:38,699 - mmaction - INFO - Epoch [127][80/940] lr: 8.244e-02, eta: 22:58:24, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3645, top5_acc: 0.6037, loss_cls: 2.9232, loss: 2.9232, grad_norm: 2.0159 2020-07-29 21:45:06,705 - mmaction - INFO - Epoch [127][100/940] lr: 8.244e-02, eta: 22:57:46, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3742, top5_acc: 0.6125, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.9573 2020-07-29 21:45:34,787 - mmaction - INFO - Epoch [127][120/940] lr: 8.244e-02, eta: 22:57:09, time: 1.404, data_time: 0.002, memory: 5021, top1_acc: 0.3684, top5_acc: 0.6166, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.0046 2020-07-29 21:46:02,473 - mmaction - INFO - Epoch [127][140/940] lr: 8.244e-02, eta: 22:56:30, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3678, top5_acc: 0.6092, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.9740 2020-07-29 21:46:30,292 - mmaction - INFO - Epoch [127][160/940] lr: 8.244e-02, eta: 22:55:52, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3625, top5_acc: 0.6088, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.9782 2020-07-29 21:46:57,982 - mmaction - INFO - Epoch [127][180/940] lr: 8.244e-02, eta: 22:55:14, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3656, top5_acc: 0.6014, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.9590 2020-07-29 21:47:25,950 - mmaction - INFO - Epoch [127][200/940] lr: 8.244e-02, eta: 22:54:36, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3703, top5_acc: 0.6143, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.0062 2020-07-29 21:47:53,631 - mmaction - INFO - Epoch [127][220/940] lr: 8.244e-02, eta: 22:53:58, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3492, top5_acc: 0.6051, loss_cls: 2.9401, loss: 2.9401, grad_norm: 2.0061 2020-07-29 21:48:21,353 - mmaction - INFO - Epoch [127][240/940] lr: 8.244e-02, eta: 22:53:20, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3725, top5_acc: 0.6086, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.9844 2020-07-29 21:48:48,952 - mmaction - INFO - Epoch [127][260/940] lr: 8.244e-02, eta: 22:52:41, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3611, top5_acc: 0.6008, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.9981 2020-07-29 21:49:16,660 - mmaction - INFO - Epoch [127][280/940] lr: 8.244e-02, eta: 22:52:03, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3623, top5_acc: 0.6152, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.9562 2020-07-29 21:49:44,398 - mmaction - INFO - Epoch [127][300/940] lr: 8.244e-02, eta: 22:51:25, time: 1.388, data_time: 0.004, memory: 5021, top1_acc: 0.3682, top5_acc: 0.6174, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.9525 2020-07-29 21:50:12,259 - mmaction - INFO - Epoch [127][320/940] lr: 8.244e-02, eta: 22:50:47, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3723, top5_acc: 0.6221, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.9832 2020-07-29 21:50:40,092 - mmaction - INFO - Epoch [127][340/940] lr: 8.244e-02, eta: 22:50:09, time: 1.393, data_time: 0.003, memory: 5021, top1_acc: 0.3678, top5_acc: 0.6115, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.9931 2020-07-29 21:51:08,027 - mmaction - INFO - Epoch [127][360/940] lr: 8.244e-02, eta: 22:49:31, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3701, top5_acc: 0.6131, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0067 2020-07-29 21:51:35,737 - mmaction - INFO - Epoch [127][380/940] lr: 8.244e-02, eta: 22:48:53, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3787, top5_acc: 0.6143, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.0009 2020-07-29 21:52:03,510 - mmaction - INFO - Epoch [127][400/940] lr: 8.244e-02, eta: 22:48:15, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9346, loss: 2.9346, grad_norm: 1.9839 2020-07-29 21:52:31,432 - mmaction - INFO - Epoch [127][420/940] lr: 8.244e-02, eta: 22:47:37, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3637, top5_acc: 0.6061, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.9990 2020-07-29 21:52:59,746 - mmaction - INFO - Epoch [127][440/940] lr: 8.244e-02, eta: 22:46:59, time: 1.414, data_time: 0.002, memory: 5021, top1_acc: 0.3771, top5_acc: 0.6107, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.0224 2020-07-29 21:53:27,407 - mmaction - INFO - Epoch [127][460/940] lr: 8.244e-02, eta: 22:46:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3682, top5_acc: 0.6170, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.9519 2020-07-29 21:53:55,418 - mmaction - INFO - Epoch [127][480/940] lr: 8.244e-02, eta: 22:45:44, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.3588, top5_acc: 0.6115, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.0006 2020-07-29 21:54:24,079 - mmaction - INFO - Epoch [127][500/940] lr: 8.244e-02, eta: 22:45:06, time: 1.431, data_time: 0.006, memory: 5021, top1_acc: 0.3764, top5_acc: 0.6178, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.0072 2020-07-29 21:54:51,711 - mmaction - INFO - Epoch [127][520/940] lr: 8.244e-02, eta: 22:44:28, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3668, top5_acc: 0.6125, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.9983 2020-07-29 21:55:19,782 - mmaction - INFO - Epoch [127][540/940] lr: 8.244e-02, eta: 22:43:51, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.3570, top5_acc: 0.6105, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.9765 2020-07-29 21:55:47,464 - mmaction - INFO - Epoch [127][560/940] lr: 8.244e-02, eta: 22:43:13, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3660, top5_acc: 0.6014, loss_cls: 2.9202, loss: 2.9202, grad_norm: 2.0258 2020-07-29 21:56:15,379 - mmaction - INFO - Epoch [127][580/940] lr: 8.244e-02, eta: 22:42:35, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.3602, top5_acc: 0.6059, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.9938 2020-07-29 21:56:43,503 - mmaction - INFO - Epoch [127][600/940] lr: 8.244e-02, eta: 22:41:57, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3742, top5_acc: 0.6131, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.9831 2020-07-29 21:57:11,231 - mmaction - INFO - Epoch [127][620/940] lr: 8.244e-02, eta: 22:41:19, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3727, top5_acc: 0.6053, loss_cls: 2.8927, loss: 2.8927, grad_norm: 2.0179 2020-07-29 21:57:38,988 - mmaction - INFO - Epoch [127][640/940] lr: 8.244e-02, eta: 22:40:41, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3777, top5_acc: 0.6264, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.0301 2020-07-29 21:58:06,533 - mmaction - INFO - Epoch [127][660/940] lr: 8.244e-02, eta: 22:40:03, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3723, top5_acc: 0.6170, loss_cls: 2.8525, loss: 2.8525, grad_norm: 2.0218 2020-07-29 21:58:34,582 - mmaction - INFO - Epoch [127][680/940] lr: 8.244e-02, eta: 22:39:25, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3594, top5_acc: 0.6076, loss_cls: 2.9046, loss: 2.9046, grad_norm: 2.0332 2020-07-29 21:59:02,238 - mmaction - INFO - Epoch [127][700/940] lr: 8.244e-02, eta: 22:38:47, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3637, top5_acc: 0.6092, loss_cls: 2.9065, loss: 2.9065, grad_norm: 2.0182 2020-07-29 21:59:29,913 - mmaction - INFO - Epoch [127][720/940] lr: 8.244e-02, eta: 22:38:09, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3648, top5_acc: 0.6057, loss_cls: 2.9306, loss: 2.9306, grad_norm: 2.0071 2020-07-29 21:59:57,847 - mmaction - INFO - Epoch [127][740/940] lr: 8.244e-02, eta: 22:37:31, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3658, top5_acc: 0.6021, loss_cls: 2.9292, loss: 2.9292, grad_norm: 2.0147 2020-07-29 22:00:31,373 - mmaction - INFO - Epoch [127][760/940] lr: 8.244e-02, eta: 22:37:00, time: 1.668, data_time: 0.006, memory: 5021, top1_acc: 0.3537, top5_acc: 0.5994, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.9753 2020-07-29 22:00:59,232 - mmaction - INFO - Epoch [127][780/940] lr: 8.244e-02, eta: 22:36:22, time: 1.401, data_time: 0.025, memory: 5021, top1_acc: 0.3641, top5_acc: 0.6062, loss_cls: 2.9264, loss: 2.9264, grad_norm: 2.0317 2020-07-29 22:01:27,116 - mmaction - INFO - Epoch [127][800/940] lr: 8.244e-02, eta: 22:35:44, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3539, top5_acc: 0.6059, loss_cls: 2.9367, loss: 2.9367, grad_norm: 2.0161 2020-07-29 22:01:55,663 - mmaction - INFO - Epoch [127][820/940] lr: 8.244e-02, eta: 22:35:07, time: 1.427, data_time: 0.006, memory: 5021, top1_acc: 0.3752, top5_acc: 0.6250, loss_cls: 2.8286, loss: 2.8286, grad_norm: 1.9669 2020-07-29 22:02:23,402 - mmaction - INFO - Epoch [127][840/940] lr: 8.244e-02, eta: 22:34:30, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9014, loss: 2.9014, grad_norm: 2.0333 2020-07-29 22:02:51,066 - mmaction - INFO - Epoch [127][860/940] lr: 8.244e-02, eta: 22:33:51, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3604, top5_acc: 0.6066, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.0259 2020-07-29 22:03:18,813 - mmaction - INFO - Epoch [127][880/940] lr: 8.244e-02, eta: 22:33:14, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3488, top5_acc: 0.6004, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.9889 2020-07-29 22:03:47,004 - mmaction - INFO - Epoch [127][900/940] lr: 8.244e-02, eta: 22:32:36, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3473, top5_acc: 0.6035, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.0420 2020-07-29 22:04:14,737 - mmaction - INFO - Epoch [127][920/940] lr: 8.244e-02, eta: 22:31:58, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3740, top5_acc: 0.6207, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.9912 2020-07-29 22:04:41,506 - mmaction - INFO - Epoch [127][940/940] lr: 8.244e-02, eta: 22:31:19, time: 1.338, data_time: 0.002, memory: 5021, top1_acc: 0.3610, top5_acc: 0.6000, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.0417 2020-07-29 22:04:41,811 - mmaction - INFO - Saving checkpoint at 127 epochs 2020-07-29 22:09:17,022 - mmaction - INFO - Epoch [128][20/940] lr: 7.964e-02, eta: 22:35:13, time: 13.693, data_time: 0.547, memory: 5021, top1_acc: 0.3725, top5_acc: 0.6141, loss_cls: 2.8826, loss: 2.8826, grad_norm: 2.0474 2020-07-29 22:09:44,345 - mmaction - INFO - Epoch [128][40/940] lr: 7.964e-02, eta: 22:34:35, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.3701, top5_acc: 0.6184, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.0176 2020-07-29 22:10:11,917 - mmaction - INFO - Epoch [128][60/940] lr: 7.964e-02, eta: 22:33:56, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3641, top5_acc: 0.6072, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.0025 2020-07-29 22:10:39,447 - mmaction - INFO - Epoch [128][80/940] lr: 7.964e-02, eta: 22:33:18, time: 1.378, data_time: 0.004, memory: 5021, top1_acc: 0.3760, top5_acc: 0.6172, loss_cls: 2.8802, loss: 2.8802, grad_norm: 2.0208 2020-07-29 22:11:07,202 - mmaction - INFO - Epoch [128][100/940] lr: 7.964e-02, eta: 22:32:40, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3621, top5_acc: 0.6043, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.0110 2020-07-29 22:11:34,828 - mmaction - INFO - Epoch [128][120/940] lr: 7.964e-02, eta: 22:32:02, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3652, top5_acc: 0.6152, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.0057 2020-07-29 22:12:02,654 - mmaction - INFO - Epoch [128][140/940] lr: 7.964e-02, eta: 22:31:24, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3633, top5_acc: 0.6121, loss_cls: 2.8791, loss: 2.8791, grad_norm: 2.0429 2020-07-29 22:12:30,244 - mmaction - INFO - Epoch [128][160/940] lr: 7.964e-02, eta: 22:30:46, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3641, top5_acc: 0.6150, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.0796 2020-07-29 22:12:57,969 - mmaction - INFO - Epoch [128][180/940] lr: 7.964e-02, eta: 22:30:08, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3707, top5_acc: 0.6141, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.9803 2020-07-29 22:13:25,803 - mmaction - INFO - Epoch [128][200/940] lr: 7.964e-02, eta: 22:29:30, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3742, top5_acc: 0.6191, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.9782 2020-07-29 22:13:53,594 - mmaction - INFO - Epoch [128][220/940] lr: 7.964e-02, eta: 22:28:52, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3697, top5_acc: 0.6123, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.9610 2020-07-29 22:14:21,255 - mmaction - INFO - Epoch [128][240/940] lr: 7.964e-02, eta: 22:28:14, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3594, top5_acc: 0.6119, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.0337 2020-07-29 22:14:49,418 - mmaction - INFO - Epoch [128][260/940] lr: 7.964e-02, eta: 22:27:36, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.3785, top5_acc: 0.6250, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.0398 2020-07-29 22:15:17,244 - mmaction - INFO - Epoch [128][280/940] lr: 7.964e-02, eta: 22:26:58, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3537, top5_acc: 0.6064, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.0295 2020-07-29 22:15:45,174 - mmaction - INFO - Epoch [128][300/940] lr: 7.964e-02, eta: 22:26:21, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.3668, top5_acc: 0.6029, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.0267 2020-07-29 22:16:12,694 - mmaction - INFO - Epoch [128][320/940] lr: 7.964e-02, eta: 22:25:42, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3703, top5_acc: 0.6109, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.0215 2020-07-29 22:16:40,226 - mmaction - INFO - Epoch [128][340/940] lr: 7.964e-02, eta: 22:25:04, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3715, top5_acc: 0.6223, loss_cls: 2.8720, loss: 2.8720, grad_norm: 2.0245 2020-07-29 22:17:07,674 - mmaction - INFO - Epoch [128][360/940] lr: 7.964e-02, eta: 22:24:26, time: 1.370, data_time: 0.004, memory: 5021, top1_acc: 0.3654, top5_acc: 0.6117, loss_cls: 2.8909, loss: 2.8909, grad_norm: 2.0435 2020-07-29 22:17:35,521 - mmaction - INFO - Epoch [128][380/940] lr: 7.964e-02, eta: 22:23:48, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3648, top5_acc: 0.5986, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.0202 2020-07-29 22:18:03,345 - mmaction - INFO - Epoch [128][400/940] lr: 7.964e-02, eta: 22:23:10, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3732, top5_acc: 0.6227, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.0452 2020-07-29 22:18:31,121 - mmaction - INFO - Epoch [128][420/940] lr: 7.964e-02, eta: 22:22:33, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.3844, top5_acc: 0.6174, loss_cls: 2.8479, loss: 2.8479, grad_norm: 2.0227 2020-07-29 22:18:58,759 - mmaction - INFO - Epoch [128][440/940] lr: 7.964e-02, eta: 22:21:55, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3736, top5_acc: 0.6219, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.0260 2020-07-29 22:19:26,191 - mmaction - INFO - Epoch [128][460/940] lr: 7.964e-02, eta: 22:21:16, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3785, top5_acc: 0.6287, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0531 2020-07-29 22:19:54,106 - mmaction - INFO - Epoch [128][480/940] lr: 7.964e-02, eta: 22:20:39, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3799, top5_acc: 0.6137, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.9975 2020-07-29 22:20:22,019 - mmaction - INFO - Epoch [128][500/940] lr: 7.964e-02, eta: 22:20:01, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.3715, top5_acc: 0.6096, loss_cls: 2.8855, loss: 2.8855, grad_norm: 1.9867 2020-07-29 22:20:49,943 - mmaction - INFO - Epoch [128][520/940] lr: 7.964e-02, eta: 22:19:23, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3693, top5_acc: 0.6201, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.0396 2020-07-29 22:21:17,668 - mmaction - INFO - Epoch [128][540/940] lr: 7.964e-02, eta: 22:18:45, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3713, top5_acc: 0.6250, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.0437 2020-07-29 22:21:45,103 - mmaction - INFO - Epoch [128][560/940] lr: 7.964e-02, eta: 22:18:07, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3760, top5_acc: 0.6162, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.0512 2020-07-29 22:22:12,832 - mmaction - INFO - Epoch [128][580/940] lr: 7.964e-02, eta: 22:17:30, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3689, top5_acc: 0.6033, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.0297 2020-07-29 22:22:41,241 - mmaction - INFO - Epoch [128][600/940] lr: 7.964e-02, eta: 22:16:52, time: 1.418, data_time: 0.002, memory: 5021, top1_acc: 0.3625, top5_acc: 0.6104, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.0240 2020-07-29 22:23:08,905 - mmaction - INFO - Epoch [128][620/940] lr: 7.964e-02, eta: 22:16:15, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3658, top5_acc: 0.6088, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.9998 2020-07-29 22:23:36,588 - mmaction - INFO - Epoch [128][640/940] lr: 7.964e-02, eta: 22:15:37, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.3658, top5_acc: 0.6078, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.0303 2020-07-29 22:24:04,585 - mmaction - INFO - Epoch [128][660/940] lr: 7.964e-02, eta: 22:14:59, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3680, top5_acc: 0.6082, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.0343 2020-07-29 22:24:32,198 - mmaction - INFO - Epoch [128][680/940] lr: 7.964e-02, eta: 22:14:21, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3754, top5_acc: 0.6203, loss_cls: 2.8619, loss: 2.8619, grad_norm: 2.0153 2020-07-29 22:24:59,971 - mmaction - INFO - Epoch [128][700/940] lr: 7.964e-02, eta: 22:13:43, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6195, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.0399 2020-07-29 22:25:27,742 - mmaction - INFO - Epoch [128][720/940] lr: 7.964e-02, eta: 22:13:06, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3822, top5_acc: 0.6113, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.0154 2020-07-29 22:25:55,588 - mmaction - INFO - Epoch [128][740/940] lr: 7.964e-02, eta: 22:12:28, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3668, top5_acc: 0.6143, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.0468 2020-07-29 22:26:23,107 - mmaction - INFO - Epoch [128][760/940] lr: 7.964e-02, eta: 22:11:50, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3607, top5_acc: 0.6080, loss_cls: 2.9334, loss: 2.9334, grad_norm: 2.0244 2020-07-29 22:26:50,735 - mmaction - INFO - Epoch [128][780/940] lr: 7.964e-02, eta: 22:11:12, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3619, top5_acc: 0.6156, loss_cls: 2.8910, loss: 2.8910, grad_norm: 2.0334 2020-07-29 22:27:18,613 - mmaction - INFO - Epoch [128][800/940] lr: 7.964e-02, eta: 22:10:35, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3641, top5_acc: 0.6080, loss_cls: 2.8935, loss: 2.8935, grad_norm: 2.0296 2020-07-29 22:27:45,951 - mmaction - INFO - Epoch [128][820/940] lr: 7.964e-02, eta: 22:09:56, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.3629, top5_acc: 0.6072, loss_cls: 2.9253, loss: 2.9253, grad_norm: 2.0273 2020-07-29 22:28:13,650 - mmaction - INFO - Epoch [128][840/940] lr: 7.964e-02, eta: 22:09:19, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.9881 2020-07-29 22:28:41,125 - mmaction - INFO - Epoch [128][860/940] lr: 7.964e-02, eta: 22:08:41, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.3723, top5_acc: 0.6254, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.0274 2020-07-29 22:29:08,858 - mmaction - INFO - Epoch [128][880/940] lr: 7.964e-02, eta: 22:08:03, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3703, top5_acc: 0.6113, loss_cls: 2.8847, loss: 2.8847, grad_norm: 2.0467 2020-07-29 22:29:36,483 - mmaction - INFO - Epoch [128][900/940] lr: 7.964e-02, eta: 22:07:25, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.0202 2020-07-29 22:30:04,349 - mmaction - INFO - Epoch [128][920/940] lr: 7.964e-02, eta: 22:06:48, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3568, top5_acc: 0.6068, loss_cls: 2.9406, loss: 2.9406, grad_norm: 2.0524 2020-07-29 22:30:31,090 - mmaction - INFO - Epoch [128][940/940] lr: 7.964e-02, eta: 22:06:09, time: 1.335, data_time: 0.002, memory: 5021, top1_acc: 0.3669, top5_acc: 0.6071, loss_cls: 2.9128, loss: 2.9128, grad_norm: 2.0564 2020-07-29 22:30:31,443 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-29 22:32:53,824 - mmaction - INFO - Epoch [129][20/940] lr: 7.687e-02, eta: 22:07:32, time: 7.072, data_time: 0.365, memory: 5021, top1_acc: 0.3721, top5_acc: 0.6188, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.0454 2020-07-29 22:33:21,255 - mmaction - INFO - Epoch [129][40/940] lr: 7.687e-02, eta: 22:06:54, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.3723, top5_acc: 0.6230, loss_cls: 2.8393, loss: 2.8393, grad_norm: 2.0294 2020-07-29 22:33:48,955 - mmaction - INFO - Epoch [129][60/940] lr: 7.687e-02, eta: 22:06:16, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3695, top5_acc: 0.6066, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.0412 2020-07-29 22:34:16,547 - mmaction - INFO - Epoch [129][80/940] lr: 7.687e-02, eta: 22:05:38, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3842, top5_acc: 0.6307, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.0116 2020-07-29 22:34:44,156 - mmaction - INFO - Epoch [129][100/940] lr: 7.687e-02, eta: 22:05:00, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3631, top5_acc: 0.6027, loss_cls: 2.9204, loss: 2.9204, grad_norm: 2.0206 2020-07-29 22:35:12,002 - mmaction - INFO - Epoch [129][120/940] lr: 7.687e-02, eta: 22:04:23, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3705, top5_acc: 0.6127, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.9733 2020-07-29 22:35:39,968 - mmaction - INFO - Epoch [129][140/940] lr: 7.687e-02, eta: 22:03:45, time: 1.400, data_time: 0.004, memory: 5021, top1_acc: 0.3676, top5_acc: 0.6174, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.0639 2020-07-29 22:36:08,314 - mmaction - INFO - Epoch [129][160/940] lr: 7.687e-02, eta: 22:03:08, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3834, top5_acc: 0.6279, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.0425 2020-07-29 22:36:36,087 - mmaction - INFO - Epoch [129][180/940] lr: 7.687e-02, eta: 22:02:30, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3711, top5_acc: 0.6111, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.0392 2020-07-29 22:37:03,653 - mmaction - INFO - Epoch [129][200/940] lr: 7.687e-02, eta: 22:01:52, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3652, top5_acc: 0.6002, loss_cls: 2.9302, loss: 2.9302, grad_norm: 2.0525 2020-07-29 22:37:31,720 - mmaction - INFO - Epoch [129][220/940] lr: 7.687e-02, eta: 22:01:15, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3809, top5_acc: 0.6279, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.0278 2020-07-29 22:37:59,438 - mmaction - INFO - Epoch [129][240/940] lr: 7.687e-02, eta: 22:00:37, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3646, top5_acc: 0.6115, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.0692 2020-07-29 22:38:27,452 - mmaction - INFO - Epoch [129][260/940] lr: 7.687e-02, eta: 22:00:00, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.3768, top5_acc: 0.6166, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0206 2020-07-29 22:38:55,196 - mmaction - INFO - Epoch [129][280/940] lr: 7.687e-02, eta: 21:59:22, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3846, top5_acc: 0.6363, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.0490 2020-07-29 22:39:23,302 - mmaction - INFO - Epoch [129][300/940] lr: 7.687e-02, eta: 21:58:45, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3568, top5_acc: 0.6029, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.0829 2020-07-29 22:39:51,101 - mmaction - INFO - Epoch [129][320/940] lr: 7.687e-02, eta: 21:58:08, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3713, top5_acc: 0.6162, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.0361 2020-07-29 22:40:18,946 - mmaction - INFO - Epoch [129][340/940] lr: 7.687e-02, eta: 21:57:30, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3707, top5_acc: 0.6238, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.0286 2020-07-29 22:40:46,990 - mmaction - INFO - Epoch [129][360/940] lr: 7.687e-02, eta: 21:56:53, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.3789, top5_acc: 0.6221, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.0402 2020-07-29 22:41:14,905 - mmaction - INFO - Epoch [129][380/940] lr: 7.687e-02, eta: 21:56:15, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3650, top5_acc: 0.6223, loss_cls: 2.8525, loss: 2.8525, grad_norm: 2.0675 2020-07-29 22:41:43,398 - mmaction - INFO - Epoch [129][400/940] lr: 7.687e-02, eta: 21:55:39, time: 1.426, data_time: 0.006, memory: 5021, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.0518 2020-07-29 22:42:11,358 - mmaction - INFO - Epoch [129][420/940] lr: 7.687e-02, eta: 21:55:01, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.3721, top5_acc: 0.6172, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.0408 2020-07-29 22:42:39,229 - mmaction - INFO - Epoch [129][440/940] lr: 7.687e-02, eta: 21:54:24, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3725, top5_acc: 0.6201, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.0616 2020-07-29 22:43:07,021 - mmaction - INFO - Epoch [129][460/940] lr: 7.687e-02, eta: 21:53:46, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3678, top5_acc: 0.6092, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.0386 2020-07-29 22:43:34,633 - mmaction - INFO - Epoch [129][480/940] lr: 7.687e-02, eta: 21:53:08, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3627, top5_acc: 0.6158, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.0350 2020-07-29 22:44:02,339 - mmaction - INFO - Epoch [129][500/940] lr: 7.687e-02, eta: 21:52:31, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3646, top5_acc: 0.6084, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.0476 2020-07-29 22:44:30,234 - mmaction - INFO - Epoch [129][520/940] lr: 7.687e-02, eta: 21:51:53, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.3691, top5_acc: 0.6102, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.0358 2020-07-29 22:44:58,751 - mmaction - INFO - Epoch [129][540/940] lr: 7.687e-02, eta: 21:51:17, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.3879, top5_acc: 0.6324, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.0078 2020-07-29 22:45:26,763 - mmaction - INFO - Epoch [129][560/940] lr: 7.687e-02, eta: 21:50:39, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.3639, top5_acc: 0.6080, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.0601 2020-07-29 22:45:54,827 - mmaction - INFO - Epoch [129][580/940] lr: 7.687e-02, eta: 21:50:02, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3473, top5_acc: 0.5945, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.0739 2020-07-29 22:46:22,372 - mmaction - INFO - Epoch [129][600/940] lr: 7.687e-02, eta: 21:49:25, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3688, top5_acc: 0.6080, loss_cls: 2.8826, loss: 2.8826, grad_norm: 2.0244 2020-07-29 22:46:50,079 - mmaction - INFO - Epoch [129][620/940] lr: 7.687e-02, eta: 21:48:47, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3777, top5_acc: 0.6166, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.0246 2020-07-29 22:47:17,968 - mmaction - INFO - Epoch [129][640/940] lr: 7.687e-02, eta: 21:48:10, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6205, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.0268 2020-07-29 22:47:45,849 - mmaction - INFO - Epoch [129][660/940] lr: 7.687e-02, eta: 21:47:32, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3643, top5_acc: 0.6043, loss_cls: 2.9366, loss: 2.9366, grad_norm: 2.0449 2020-07-29 22:48:13,578 - mmaction - INFO - Epoch [129][680/940] lr: 7.687e-02, eta: 21:46:55, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3691, top5_acc: 0.6250, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.0783 2020-07-29 22:48:41,469 - mmaction - INFO - Epoch [129][700/940] lr: 7.687e-02, eta: 21:46:17, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.3615, top5_acc: 0.6076, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.0986 2020-07-29 22:49:09,426 - mmaction - INFO - Epoch [129][720/940] lr: 7.687e-02, eta: 21:45:40, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3770, top5_acc: 0.6119, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0643 2020-07-29 22:49:37,140 - mmaction - INFO - Epoch [129][740/940] lr: 7.687e-02, eta: 21:45:03, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3848, top5_acc: 0.6119, loss_cls: 2.8678, loss: 2.8678, grad_norm: 2.0581 2020-07-29 22:50:04,800 - mmaction - INFO - Epoch [129][760/940] lr: 7.687e-02, eta: 21:44:25, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3770, top5_acc: 0.6260, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.0374 2020-07-29 22:50:32,321 - mmaction - INFO - Epoch [129][780/940] lr: 7.687e-02, eta: 21:43:48, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3676, top5_acc: 0.6209, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.0428 2020-07-29 22:51:00,222 - mmaction - INFO - Epoch [129][800/940] lr: 7.687e-02, eta: 21:43:10, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3830, top5_acc: 0.6244, loss_cls: 2.8301, loss: 2.8301, grad_norm: 2.0771 2020-07-29 22:51:27,794 - mmaction - INFO - Epoch [129][820/940] lr: 7.687e-02, eta: 21:42:33, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3629, top5_acc: 0.6059, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.0856 2020-07-29 22:51:55,223 - mmaction - INFO - Epoch [129][840/940] lr: 7.687e-02, eta: 21:41:55, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.3730, top5_acc: 0.6178, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.0184 2020-07-29 22:52:22,994 - mmaction - INFO - Epoch [129][860/940] lr: 7.687e-02, eta: 21:41:18, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3740, top5_acc: 0.6203, loss_cls: 2.8534, loss: 2.8534, grad_norm: 2.0349 2020-07-29 22:52:50,578 - mmaction - INFO - Epoch [129][880/940] lr: 7.687e-02, eta: 21:40:40, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3643, top5_acc: 0.6143, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.0864 2020-07-29 22:53:18,190 - mmaction - INFO - Epoch [129][900/940] lr: 7.687e-02, eta: 21:40:02, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3857, top5_acc: 0.6160, loss_cls: 2.8660, loss: 2.8660, grad_norm: 2.0406 2020-07-29 22:53:45,842 - mmaction - INFO - Epoch [129][920/940] lr: 7.687e-02, eta: 21:39:25, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3621, top5_acc: 0.6102, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.0199 2020-07-29 22:54:12,794 - mmaction - INFO - Epoch [129][940/940] lr: 7.687e-02, eta: 21:38:47, time: 1.350, data_time: 0.006, memory: 5021, top1_acc: 0.3679, top5_acc: 0.6116, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.0411 2020-07-29 22:54:13,059 - mmaction - INFO - Saving checkpoint at 129 epochs 2020-07-29 22:58:45,271 - mmaction - INFO - Epoch [130][20/940] lr: 7.414e-02, eta: 21:42:18, time: 13.566, data_time: 0.396, memory: 5021, top1_acc: 0.3732, top5_acc: 0.6098, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.0395 2020-07-29 22:59:12,498 - mmaction - INFO - Epoch [130][40/940] lr: 7.414e-02, eta: 21:41:40, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.3715, top5_acc: 0.6178, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.0461 2020-07-29 22:59:39,814 - mmaction - INFO - Epoch [130][60/940] lr: 7.414e-02, eta: 21:41:02, time: 1.364, data_time: 0.004, memory: 5021, top1_acc: 0.3768, top5_acc: 0.6221, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.0546 2020-07-29 23:00:15,196 - mmaction - INFO - Epoch [130][80/940] lr: 7.414e-02, eta: 21:40:32, time: 1.766, data_time: 0.007, memory: 5021, top1_acc: 0.3764, top5_acc: 0.6158, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.0001 2020-07-29 23:00:42,926 - mmaction - INFO - Epoch [130][100/940] lr: 7.414e-02, eta: 21:39:54, time: 1.392, data_time: 0.018, memory: 5021, top1_acc: 0.3699, top5_acc: 0.6123, loss_cls: 2.8661, loss: 2.8661, grad_norm: 2.0871 2020-07-29 23:01:10,910 - mmaction - INFO - Epoch [130][120/940] lr: 7.414e-02, eta: 21:39:17, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3705, top5_acc: 0.6193, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.1184 2020-07-29 23:01:39,131 - mmaction - INFO - Epoch [130][140/940] lr: 7.414e-02, eta: 21:38:40, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.3842, top5_acc: 0.6219, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.0187 2020-07-29 23:02:06,757 - mmaction - INFO - Epoch [130][160/940] lr: 7.414e-02, eta: 21:38:02, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3787, top5_acc: 0.6217, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.0519 2020-07-29 23:02:34,452 - mmaction - INFO - Epoch [130][180/940] lr: 7.414e-02, eta: 21:37:25, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3668, top5_acc: 0.6127, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.0815 2020-07-29 23:03:01,909 - mmaction - INFO - Epoch [130][200/940] lr: 7.414e-02, eta: 21:36:47, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3842, top5_acc: 0.6289, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.0293 2020-07-29 23:03:29,986 - mmaction - INFO - Epoch [130][220/940] lr: 7.414e-02, eta: 21:36:10, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3762, top5_acc: 0.6211, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.0442 2020-07-29 23:03:57,754 - mmaction - INFO - Epoch [130][240/940] lr: 7.414e-02, eta: 21:35:32, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.3727, top5_acc: 0.6123, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.0655 2020-07-29 23:04:25,533 - mmaction - INFO - Epoch [130][260/940] lr: 7.414e-02, eta: 21:34:55, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6330, loss_cls: 2.7882, loss: 2.7882, grad_norm: 1.9960 2020-07-29 23:04:53,190 - mmaction - INFO - Epoch [130][280/940] lr: 7.414e-02, eta: 21:34:17, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3719, top5_acc: 0.6168, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.0559 2020-07-29 23:05:21,317 - mmaction - INFO - Epoch [130][300/940] lr: 7.414e-02, eta: 21:33:40, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.3703, top5_acc: 0.6168, loss_cls: 2.8728, loss: 2.8728, grad_norm: 2.0504 2020-07-29 23:05:49,639 - mmaction - INFO - Epoch [130][320/940] lr: 7.414e-02, eta: 21:33:03, time: 1.416, data_time: 0.007, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6189, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.0570 2020-07-29 23:06:17,326 - mmaction - INFO - Epoch [130][340/940] lr: 7.414e-02, eta: 21:32:26, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6281, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.0137 2020-07-29 23:06:45,109 - mmaction - INFO - Epoch [130][360/940] lr: 7.414e-02, eta: 21:31:48, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3734, top5_acc: 0.6193, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.0390 2020-07-29 23:07:12,875 - mmaction - INFO - Epoch [130][380/940] lr: 7.414e-02, eta: 21:31:11, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3801, top5_acc: 0.6217, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.0328 2020-07-29 23:07:40,702 - mmaction - INFO - Epoch [130][400/940] lr: 7.414e-02, eta: 21:30:34, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3834, top5_acc: 0.6182, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.0667 2020-07-29 23:08:08,553 - mmaction - INFO - Epoch [130][420/940] lr: 7.414e-02, eta: 21:29:56, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.3686, top5_acc: 0.6076, loss_cls: 2.8844, loss: 2.8844, grad_norm: 2.0883 2020-07-29 23:08:36,215 - mmaction - INFO - Epoch [130][440/940] lr: 7.414e-02, eta: 21:29:19, time: 1.383, data_time: 0.003, memory: 5021, top1_acc: 0.3736, top5_acc: 0.6125, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0572 2020-07-29 23:09:03,884 - mmaction - INFO - Epoch [130][460/940] lr: 7.414e-02, eta: 21:28:41, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3689, top5_acc: 0.6197, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0757 2020-07-29 23:09:31,755 - mmaction - INFO - Epoch [130][480/940] lr: 7.414e-02, eta: 21:28:04, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3789, top5_acc: 0.6180, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.0559 2020-07-29 23:09:59,484 - mmaction - INFO - Epoch [130][500/940] lr: 7.414e-02, eta: 21:27:27, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3611, top5_acc: 0.6215, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.1316 2020-07-29 23:10:27,373 - mmaction - INFO - Epoch [130][520/940] lr: 7.414e-02, eta: 21:26:49, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3762, top5_acc: 0.6279, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.0940 2020-07-29 23:10:55,486 - mmaction - INFO - Epoch [130][540/940] lr: 7.414e-02, eta: 21:26:12, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.3732, top5_acc: 0.6205, loss_cls: 2.8681, loss: 2.8681, grad_norm: 2.0785 2020-07-29 23:11:22,984 - mmaction - INFO - Epoch [130][560/940] lr: 7.414e-02, eta: 21:25:35, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.3748, top5_acc: 0.6082, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.0639 2020-07-29 23:11:51,233 - mmaction - INFO - Epoch [130][580/940] lr: 7.414e-02, eta: 21:24:58, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.3805, top5_acc: 0.6203, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.0610 2020-07-29 23:12:19,005 - mmaction - INFO - Epoch [130][600/940] lr: 7.414e-02, eta: 21:24:21, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.3754, top5_acc: 0.6160, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.0958 2020-07-29 23:12:46,771 - mmaction - INFO - Epoch [130][620/940] lr: 7.414e-02, eta: 21:23:43, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3701, top5_acc: 0.6158, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.0843 2020-07-29 23:13:14,254 - mmaction - INFO - Epoch [130][640/940] lr: 7.414e-02, eta: 21:23:06, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.3816, top5_acc: 0.6207, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.0375 2020-07-29 23:13:42,197 - mmaction - INFO - Epoch [130][660/940] lr: 7.414e-02, eta: 21:22:29, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.3812, top5_acc: 0.6262, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.0785 2020-07-29 23:14:09,897 - mmaction - INFO - Epoch [130][680/940] lr: 7.414e-02, eta: 21:21:51, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3756, top5_acc: 0.6170, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.0921 2020-07-29 23:14:37,735 - mmaction - INFO - Epoch [130][700/940] lr: 7.414e-02, eta: 21:21:14, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3807, top5_acc: 0.6293, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.0432 2020-07-29 23:15:06,055 - mmaction - INFO - Epoch [130][720/940] lr: 7.414e-02, eta: 21:20:37, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.3678, top5_acc: 0.6260, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.0432 2020-07-29 23:15:33,457 - mmaction - INFO - Epoch [130][740/940] lr: 7.414e-02, eta: 21:20:00, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.3590, top5_acc: 0.6059, loss_cls: 2.9439, loss: 2.9439, grad_norm: 2.0958 2020-07-29 23:16:01,109 - mmaction - INFO - Epoch [130][760/940] lr: 7.414e-02, eta: 21:19:22, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3771, top5_acc: 0.6092, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.0408 2020-07-29 23:16:29,049 - mmaction - INFO - Epoch [130][780/940] lr: 7.414e-02, eta: 21:18:45, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3777, top5_acc: 0.6174, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.0536 2020-07-29 23:16:56,614 - mmaction - INFO - Epoch [130][800/940] lr: 7.414e-02, eta: 21:18:08, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3867, top5_acc: 0.6318, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.0347 2020-07-29 23:17:24,148 - mmaction - INFO - Epoch [130][820/940] lr: 7.414e-02, eta: 21:17:30, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3775, top5_acc: 0.6186, loss_cls: 2.8243, loss: 2.8243, grad_norm: 2.1289 2020-07-29 23:17:51,938 - mmaction - INFO - Epoch [130][840/940] lr: 7.414e-02, eta: 21:16:53, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3754, top5_acc: 0.6184, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.0493 2020-07-29 23:18:19,639 - mmaction - INFO - Epoch [130][860/940] lr: 7.414e-02, eta: 21:16:16, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3838, top5_acc: 0.6221, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.0951 2020-07-29 23:18:47,087 - mmaction - INFO - Epoch [130][880/940] lr: 7.414e-02, eta: 21:15:38, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.3658, top5_acc: 0.6115, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.0889 2020-07-29 23:19:14,983 - mmaction - INFO - Epoch [130][900/940] lr: 7.414e-02, eta: 21:15:01, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3723, top5_acc: 0.6117, loss_cls: 2.8559, loss: 2.8559, grad_norm: 2.0400 2020-07-29 23:19:42,712 - mmaction - INFO - Epoch [130][920/940] lr: 7.414e-02, eta: 21:14:24, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3836, top5_acc: 0.6301, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.0306 2020-07-29 23:20:09,917 - mmaction - INFO - Epoch [130][940/940] lr: 7.414e-02, eta: 21:13:46, time: 1.360, data_time: 0.002, memory: 5021, top1_acc: 0.3746, top5_acc: 0.6126, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.1127 2020-07-29 23:20:10,279 - mmaction - INFO - Saving checkpoint at 130 epochs 2020-07-29 23:29:33,075 - mmaction - INFO - Epoch [131][20/940] lr: 7.144e-02, eta: 21:21:52, time: 28.075, data_time: 0.548, memory: 5021, top1_acc: 0.3764, top5_acc: 0.6238, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.0917 2020-07-29 23:30:00,287 - mmaction - INFO - Epoch [131][40/940] lr: 7.144e-02, eta: 21:21:14, time: 1.363, data_time: 0.007, memory: 5021, top1_acc: 0.3748, top5_acc: 0.6139, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.0938 2020-07-29 23:30:27,676 - mmaction - INFO - Epoch [131][60/940] lr: 7.144e-02, eta: 21:20:36, time: 1.367, data_time: 0.006, memory: 5021, top1_acc: 0.3836, top5_acc: 0.6242, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.0744 2020-07-29 23:30:55,123 - mmaction - INFO - Epoch [131][80/940] lr: 7.144e-02, eta: 21:19:58, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.1034 2020-07-29 23:31:22,482 - mmaction - INFO - Epoch [131][100/940] lr: 7.144e-02, eta: 21:19:20, time: 1.366, data_time: 0.006, memory: 5021, top1_acc: 0.3807, top5_acc: 0.6240, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.1327 2020-07-29 23:31:50,140 - mmaction - INFO - Epoch [131][120/940] lr: 7.144e-02, eta: 21:18:42, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3736, top5_acc: 0.6199, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.1695 2020-07-29 23:32:17,784 - mmaction - INFO - Epoch [131][140/940] lr: 7.144e-02, eta: 21:18:05, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3748, top5_acc: 0.6172, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.1058 2020-07-29 23:32:45,257 - mmaction - INFO - Epoch [131][160/940] lr: 7.144e-02, eta: 21:17:27, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.3717, top5_acc: 0.6260, loss_cls: 2.8225, loss: 2.8225, grad_norm: 2.0764 2020-07-29 23:33:13,243 - mmaction - INFO - Epoch [131][180/940] lr: 7.144e-02, eta: 21:16:49, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3791, top5_acc: 0.6174, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.0945 2020-07-29 23:33:40,875 - mmaction - INFO - Epoch [131][200/940] lr: 7.144e-02, eta: 21:16:12, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3814, top5_acc: 0.6379, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.0994 2020-07-29 23:34:08,627 - mmaction - INFO - Epoch [131][220/940] lr: 7.144e-02, eta: 21:15:34, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3937, top5_acc: 0.6236, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.1033 2020-07-29 23:34:36,415 - mmaction - INFO - Epoch [131][240/940] lr: 7.144e-02, eta: 21:14:57, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3693, top5_acc: 0.6117, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.0906 2020-07-29 23:35:04,308 - mmaction - INFO - Epoch [131][260/940] lr: 7.144e-02, eta: 21:14:19, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.3775, top5_acc: 0.6199, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.0665 2020-07-29 23:35:31,822 - mmaction - INFO - Epoch [131][280/940] lr: 7.144e-02, eta: 21:13:41, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3734, top5_acc: 0.6186, loss_cls: 2.8378, loss: 2.8378, grad_norm: 2.1050 2020-07-29 23:35:59,754 - mmaction - INFO - Epoch [131][300/940] lr: 7.144e-02, eta: 21:13:04, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3783, top5_acc: 0.6232, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.1301 2020-07-29 23:36:27,246 - mmaction - INFO - Epoch [131][320/940] lr: 7.144e-02, eta: 21:12:26, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3717, top5_acc: 0.6238, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.1067 2020-07-29 23:36:54,893 - mmaction - INFO - Epoch [131][340/940] lr: 7.144e-02, eta: 21:11:49, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3826, top5_acc: 0.6307, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1114 2020-07-29 23:37:22,722 - mmaction - INFO - Epoch [131][360/940] lr: 7.144e-02, eta: 21:11:11, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3734, top5_acc: 0.6273, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.1053 2020-07-29 23:37:50,703 - mmaction - INFO - Epoch [131][380/940] lr: 7.144e-02, eta: 21:10:34, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3713, top5_acc: 0.6066, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.0903 2020-07-29 23:38:18,018 - mmaction - INFO - Epoch [131][400/940] lr: 7.144e-02, eta: 21:09:56, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.3830, top5_acc: 0.6209, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.0854 2020-07-29 23:38:45,530 - mmaction - INFO - Epoch [131][420/940] lr: 7.144e-02, eta: 21:09:18, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.3723, top5_acc: 0.6080, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.0893 2020-07-29 23:39:13,157 - mmaction - INFO - Epoch [131][440/940] lr: 7.144e-02, eta: 21:08:41, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3758, top5_acc: 0.6104, loss_cls: 2.8867, loss: 2.8867, grad_norm: 2.0677 2020-07-29 23:39:40,703 - mmaction - INFO - Epoch [131][460/940] lr: 7.144e-02, eta: 21:08:03, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3705, top5_acc: 0.6156, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.0782 2020-07-29 23:40:08,518 - mmaction - INFO - Epoch [131][480/940] lr: 7.144e-02, eta: 21:07:26, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3824, top5_acc: 0.6303, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.0736 2020-07-29 23:40:36,028 - mmaction - INFO - Epoch [131][500/940] lr: 7.144e-02, eta: 21:06:48, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3727, top5_acc: 0.6258, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.1398 2020-07-29 23:41:03,648 - mmaction - INFO - Epoch [131][520/940] lr: 7.144e-02, eta: 21:06:11, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3771, top5_acc: 0.6125, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.0788 2020-07-29 23:41:31,144 - mmaction - INFO - Epoch [131][540/940] lr: 7.144e-02, eta: 21:05:33, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3850, top5_acc: 0.6230, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.1341 2020-07-29 23:41:58,730 - mmaction - INFO - Epoch [131][560/940] lr: 7.144e-02, eta: 21:04:55, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3826, top5_acc: 0.6170, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.1048 2020-07-29 23:42:26,522 - mmaction - INFO - Epoch [131][580/940] lr: 7.144e-02, eta: 21:04:18, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3713, top5_acc: 0.6193, loss_cls: 2.8612, loss: 2.8612, grad_norm: 2.0882 2020-07-29 23:42:54,268 - mmaction - INFO - Epoch [131][600/940] lr: 7.144e-02, eta: 21:03:41, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3771, top5_acc: 0.6291, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.1030 2020-07-29 23:43:22,750 - mmaction - INFO - Epoch [131][620/940] lr: 7.144e-02, eta: 21:03:04, time: 1.424, data_time: 0.002, memory: 5021, top1_acc: 0.3662, top5_acc: 0.6223, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.1063 2020-07-29 23:43:50,602 - mmaction - INFO - Epoch [131][640/940] lr: 7.144e-02, eta: 21:02:27, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.3766, top5_acc: 0.6182, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.0477 2020-07-29 23:44:18,575 - mmaction - INFO - Epoch [131][660/940] lr: 7.144e-02, eta: 21:01:49, time: 1.397, data_time: 0.004, memory: 5021, top1_acc: 0.3857, top5_acc: 0.6225, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.0871 2020-07-29 23:44:46,645 - mmaction - INFO - Epoch [131][680/940] lr: 7.144e-02, eta: 21:01:12, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3662, top5_acc: 0.6186, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1384 2020-07-29 23:45:14,821 - mmaction - INFO - Epoch [131][700/940] lr: 7.144e-02, eta: 21:00:35, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.3721, top5_acc: 0.6127, loss_cls: 2.9081, loss: 2.9081, grad_norm: 2.1083 2020-07-29 23:45:42,640 - mmaction - INFO - Epoch [131][720/940] lr: 7.144e-02, eta: 20:59:58, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.3795, top5_acc: 0.6221, loss_cls: 2.8303, loss: 2.8303, grad_norm: 2.0691 2020-07-29 23:46:10,191 - mmaction - INFO - Epoch [131][740/940] lr: 7.144e-02, eta: 20:59:21, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3730, top5_acc: 0.6113, loss_cls: 2.8923, loss: 2.8923, grad_norm: 2.1445 2020-07-29 23:46:37,678 - mmaction - INFO - Epoch [131][760/940] lr: 7.144e-02, eta: 20:58:43, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3779, top5_acc: 0.6279, loss_cls: 2.8213, loss: 2.8213, grad_norm: 2.0870 2020-07-29 23:47:06,108 - mmaction - INFO - Epoch [131][780/940] lr: 7.144e-02, eta: 20:58:06, time: 1.419, data_time: 0.004, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6227, loss_cls: 2.8205, loss: 2.8205, grad_norm: 2.1259 2020-07-29 23:47:33,642 - mmaction - INFO - Epoch [131][800/940] lr: 7.144e-02, eta: 20:57:29, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3787, top5_acc: 0.6287, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.1083 2020-07-29 23:48:01,332 - mmaction - INFO - Epoch [131][820/940] lr: 7.144e-02, eta: 20:56:51, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3758, top5_acc: 0.6186, loss_cls: 2.8068, loss: 2.8068, grad_norm: 2.1022 2020-07-29 23:48:28,859 - mmaction - INFO - Epoch [131][840/940] lr: 7.144e-02, eta: 20:56:14, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3855, top5_acc: 0.6213, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.0888 2020-07-29 23:48:56,201 - mmaction - INFO - Epoch [131][860/940] lr: 7.144e-02, eta: 20:55:36, time: 1.366, data_time: 0.006, memory: 5021, top1_acc: 0.3939, top5_acc: 0.6244, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.0704 2020-07-29 23:49:23,646 - mmaction - INFO - Epoch [131][880/940] lr: 7.144e-02, eta: 20:54:59, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3797, top5_acc: 0.6309, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.1165 2020-07-29 23:49:51,203 - mmaction - INFO - Epoch [131][900/940] lr: 7.144e-02, eta: 20:54:21, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.3855, top5_acc: 0.6232, loss_cls: 2.8123, loss: 2.8123, grad_norm: 2.1017 2020-07-29 23:50:19,000 - mmaction - INFO - Epoch [131][920/940] lr: 7.144e-02, eta: 20:53:44, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3764, top5_acc: 0.6240, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.0979 2020-07-29 23:50:45,968 - mmaction - INFO - Epoch [131][940/940] lr: 7.144e-02, eta: 20:53:06, time: 1.350, data_time: 0.005, memory: 5021, top1_acc: 0.3732, top5_acc: 0.6189, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.1927 2020-07-29 23:50:46,289 - mmaction - INFO - Saving checkpoint at 131 epochs 2020-07-29 23:54:21,761 - mmaction - INFO - Epoch [132][20/940] lr: 6.879e-02, eta: 20:55:25, time: 10.729, data_time: 0.359, memory: 5021, top1_acc: 0.3834, top5_acc: 0.6229, loss_cls: 2.8083, loss: 2.8083, grad_norm: 2.1029 2020-07-29 23:54:49,357 - mmaction - INFO - Epoch [132][40/940] lr: 6.879e-02, eta: 20:54:47, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3936, top5_acc: 0.6336, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.1273 2020-07-29 23:55:16,943 - mmaction - INFO - Epoch [132][60/940] lr: 6.879e-02, eta: 20:54:09, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6225, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.0917 2020-07-29 23:55:44,485 - mmaction - INFO - Epoch [132][80/940] lr: 6.879e-02, eta: 20:53:32, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3828, top5_acc: 0.6242, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0867 2020-07-29 23:56:12,227 - mmaction - INFO - Epoch [132][100/940] lr: 6.879e-02, eta: 20:52:55, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.3752, top5_acc: 0.6209, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.0991 2020-07-29 23:56:39,677 - mmaction - INFO - Epoch [132][120/940] lr: 6.879e-02, eta: 20:52:17, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3857, top5_acc: 0.6346, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.1089 2020-07-29 23:57:07,588 - mmaction - INFO - Epoch [132][140/940] lr: 6.879e-02, eta: 20:51:40, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3826, top5_acc: 0.6311, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.0821 2020-07-29 23:57:35,341 - mmaction - INFO - Epoch [132][160/940] lr: 6.879e-02, eta: 20:51:02, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.3838, top5_acc: 0.6143, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.1143 2020-07-29 23:58:03,174 - mmaction - INFO - Epoch [132][180/940] lr: 6.879e-02, eta: 20:50:25, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.3898, top5_acc: 0.6322, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.0915 2020-07-29 23:58:30,814 - mmaction - INFO - Epoch [132][200/940] lr: 6.879e-02, eta: 20:49:48, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.1456 2020-07-29 23:58:58,673 - mmaction - INFO - Epoch [132][220/940] lr: 6.879e-02, eta: 20:49:10, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3805, top5_acc: 0.6295, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1152 2020-07-29 23:59:27,252 - mmaction - INFO - Epoch [132][240/940] lr: 6.879e-02, eta: 20:48:34, time: 1.428, data_time: 0.005, memory: 5021, top1_acc: 0.3777, top5_acc: 0.6225, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.0786 2020-07-29 23:59:54,733 - mmaction - INFO - Epoch [132][260/940] lr: 6.879e-02, eta: 20:47:56, time: 1.377, data_time: 0.007, memory: 5021, top1_acc: 0.3842, top5_acc: 0.6312, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.0949 2020-07-30 00:00:29,022 - mmaction - INFO - Epoch [132][280/940] lr: 6.879e-02, eta: 20:47:25, time: 1.701, data_time: 0.005, memory: 5021, top1_acc: 0.3842, top5_acc: 0.6223, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.1140 2020-07-30 00:00:56,826 - mmaction - INFO - Epoch [132][300/940] lr: 6.879e-02, eta: 20:46:48, time: 1.404, data_time: 0.026, memory: 5021, top1_acc: 0.3854, top5_acc: 0.6299, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.1334 2020-07-30 00:01:24,384 - mmaction - INFO - Epoch [132][320/940] lr: 6.879e-02, eta: 20:46:10, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3754, top5_acc: 0.6232, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.1556 2020-07-30 00:01:52,057 - mmaction - INFO - Epoch [132][340/940] lr: 6.879e-02, eta: 20:45:33, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.3684, top5_acc: 0.6143, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.1290 2020-07-30 00:02:19,854 - mmaction - INFO - Epoch [132][360/940] lr: 6.879e-02, eta: 20:44:56, time: 1.388, data_time: 0.004, memory: 5021, top1_acc: 0.3916, top5_acc: 0.6326, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.0767 2020-07-30 00:02:47,835 - mmaction - INFO - Epoch [132][380/940] lr: 6.879e-02, eta: 20:44:19, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3937, top5_acc: 0.6283, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.1159 2020-07-30 00:03:16,002 - mmaction - INFO - Epoch [132][400/940] lr: 6.879e-02, eta: 20:43:42, time: 1.410, data_time: 0.007, memory: 5021, top1_acc: 0.3809, top5_acc: 0.6273, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1054 2020-07-30 00:03:43,655 - mmaction - INFO - Epoch [132][420/940] lr: 6.879e-02, eta: 20:43:05, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3709, top5_acc: 0.6184, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.1584 2020-07-30 00:04:11,615 - mmaction - INFO - Epoch [132][440/940] lr: 6.879e-02, eta: 20:42:27, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3744, top5_acc: 0.6182, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.1140 2020-07-30 00:04:39,292 - mmaction - INFO - Epoch [132][460/940] lr: 6.879e-02, eta: 20:41:50, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3850, top5_acc: 0.6250, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.0857 2020-07-30 00:05:07,175 - mmaction - INFO - Epoch [132][480/940] lr: 6.879e-02, eta: 20:41:13, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3689, top5_acc: 0.6223, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.1680 2020-07-30 00:05:34,826 - mmaction - INFO - Epoch [132][500/940] lr: 6.879e-02, eta: 20:40:36, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3850, top5_acc: 0.6338, loss_cls: 2.7964, loss: 2.7964, grad_norm: 2.1540 2020-07-30 00:06:02,485 - mmaction - INFO - Epoch [132][520/940] lr: 6.879e-02, eta: 20:39:58, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.3756, top5_acc: 0.6188, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.1204 2020-07-30 00:06:30,078 - mmaction - INFO - Epoch [132][540/940] lr: 6.879e-02, eta: 20:39:21, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3836, top5_acc: 0.6246, loss_cls: 2.8150, loss: 2.8150, grad_norm: 2.1184 2020-07-30 00:06:57,629 - mmaction - INFO - Epoch [132][560/940] lr: 6.879e-02, eta: 20:38:44, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3861, top5_acc: 0.6195, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.1014 2020-07-30 00:07:25,069 - mmaction - INFO - Epoch [132][580/940] lr: 6.879e-02, eta: 20:38:06, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.3707, top5_acc: 0.6176, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.1121 2020-07-30 00:07:52,602 - mmaction - INFO - Epoch [132][600/940] lr: 6.879e-02, eta: 20:37:29, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.3787, top5_acc: 0.6230, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.1283 2020-07-30 00:08:20,465 - mmaction - INFO - Epoch [132][620/940] lr: 6.879e-02, eta: 20:36:52, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3795, top5_acc: 0.6102, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.1111 2020-07-30 00:08:48,070 - mmaction - INFO - Epoch [132][640/940] lr: 6.879e-02, eta: 20:36:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3773, top5_acc: 0.6244, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.0995 2020-07-30 00:09:15,760 - mmaction - INFO - Epoch [132][660/940] lr: 6.879e-02, eta: 20:35:37, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3754, top5_acc: 0.6164, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.0852 2020-07-30 00:09:43,320 - mmaction - INFO - Epoch [132][680/940] lr: 6.879e-02, eta: 20:35:00, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3836, top5_acc: 0.6277, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.0994 2020-07-30 00:10:11,111 - mmaction - INFO - Epoch [132][700/940] lr: 6.879e-02, eta: 20:34:23, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3754, top5_acc: 0.6172, loss_cls: 2.8518, loss: 2.8518, grad_norm: 2.2149 2020-07-30 00:10:39,384 - mmaction - INFO - Epoch [132][720/940] lr: 6.879e-02, eta: 20:33:46, time: 1.415, data_time: 0.003, memory: 5021, top1_acc: 0.3834, top5_acc: 0.6293, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.1326 2020-07-30 00:11:07,287 - mmaction - INFO - Epoch [132][740/940] lr: 6.879e-02, eta: 20:33:09, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6158, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.1395 2020-07-30 00:11:34,765 - mmaction - INFO - Epoch [132][760/940] lr: 6.879e-02, eta: 20:32:32, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6162, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.1276 2020-07-30 00:12:02,457 - mmaction - INFO - Epoch [132][780/940] lr: 6.879e-02, eta: 20:31:55, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.3846, top5_acc: 0.6189, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.1279 2020-07-30 00:12:30,335 - mmaction - INFO - Epoch [132][800/940] lr: 6.879e-02, eta: 20:31:18, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.3699, top5_acc: 0.6193, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.1826 2020-07-30 00:12:57,822 - mmaction - INFO - Epoch [132][820/940] lr: 6.879e-02, eta: 20:30:40, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.3654, top5_acc: 0.6057, loss_cls: 2.8835, loss: 2.8835, grad_norm: 2.1423 2020-07-30 00:13:25,454 - mmaction - INFO - Epoch [132][840/940] lr: 6.879e-02, eta: 20:30:03, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6311, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.1562 2020-07-30 00:13:53,649 - mmaction - INFO - Epoch [132][860/940] lr: 6.879e-02, eta: 20:29:26, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3770, top5_acc: 0.6121, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.1193 2020-07-30 00:14:21,489 - mmaction - INFO - Epoch [132][880/940] lr: 6.879e-02, eta: 20:28:49, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3846, top5_acc: 0.6256, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.1286 2020-07-30 00:14:49,048 - mmaction - INFO - Epoch [132][900/940] lr: 6.879e-02, eta: 20:28:12, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3805, top5_acc: 0.6193, loss_cls: 2.8467, loss: 2.8467, grad_norm: 2.1146 2020-07-30 00:15:16,587 - mmaction - INFO - Epoch [132][920/940] lr: 6.879e-02, eta: 20:27:35, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3807, top5_acc: 0.6182, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.1522 2020-07-30 00:15:43,128 - mmaction - INFO - Epoch [132][940/940] lr: 6.879e-02, eta: 20:26:57, time: 1.330, data_time: 0.006, memory: 5021, top1_acc: 0.3856, top5_acc: 0.6293, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.1596 2020-07-30 00:15:43,720 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-07-30 00:24:25,537 - mmaction - INFO - Epoch [133][20/940] lr: 6.617e-02, eta: 20:33:46, time: 26.031, data_time: 0.599, memory: 5021, top1_acc: 0.3945, top5_acc: 0.6342, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.1430 2020-07-30 00:24:53,080 - mmaction - INFO - Epoch [133][40/940] lr: 6.617e-02, eta: 20:33:08, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8010, loss: 2.8010, grad_norm: 2.1425 2020-07-30 00:25:21,208 - mmaction - INFO - Epoch [133][60/940] lr: 6.617e-02, eta: 20:32:31, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.3801, top5_acc: 0.6357, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.1204 2020-07-30 00:25:48,902 - mmaction - INFO - Epoch [133][80/940] lr: 6.617e-02, eta: 20:31:54, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3930, top5_acc: 0.6314, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.1598 2020-07-30 00:26:16,330 - mmaction - INFO - Epoch [133][100/940] lr: 6.617e-02, eta: 20:31:16, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.3867, top5_acc: 0.6242, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1032 2020-07-30 00:26:43,686 - mmaction - INFO - Epoch [133][120/940] lr: 6.617e-02, eta: 20:30:38, time: 1.370, data_time: 0.006, memory: 5021, top1_acc: 0.3863, top5_acc: 0.6314, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.1748 2020-07-30 00:27:11,123 - mmaction - INFO - Epoch [133][140/940] lr: 6.617e-02, eta: 20:30:00, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.3848, top5_acc: 0.6287, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.1373 2020-07-30 00:27:38,846 - mmaction - INFO - Epoch [133][160/940] lr: 6.617e-02, eta: 20:29:23, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3937, top5_acc: 0.6393, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.1766 2020-07-30 00:28:06,469 - mmaction - INFO - Epoch [133][180/940] lr: 6.617e-02, eta: 20:28:46, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3855, top5_acc: 0.6295, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.2139 2020-07-30 00:28:33,889 - mmaction - INFO - Epoch [133][200/940] lr: 6.617e-02, eta: 20:28:08, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.3883, top5_acc: 0.6275, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.1443 2020-07-30 00:29:01,756 - mmaction - INFO - Epoch [133][220/940] lr: 6.617e-02, eta: 20:27:31, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3736, top5_acc: 0.6184, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.2023 2020-07-30 00:29:29,494 - mmaction - INFO - Epoch [133][240/940] lr: 6.617e-02, eta: 20:26:53, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.3844, top5_acc: 0.6266, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.1670 2020-07-30 00:29:57,145 - mmaction - INFO - Epoch [133][260/940] lr: 6.617e-02, eta: 20:26:16, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3783, top5_acc: 0.6348, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.1420 2020-07-30 00:30:25,047 - mmaction - INFO - Epoch [133][280/940] lr: 6.617e-02, eta: 20:25:39, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.3717, top5_acc: 0.6232, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.1876 2020-07-30 00:30:52,736 - mmaction - INFO - Epoch [133][300/940] lr: 6.617e-02, eta: 20:25:01, time: 1.385, data_time: 0.007, memory: 5021, top1_acc: 0.3861, top5_acc: 0.6283, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.1298 2020-07-30 00:31:20,919 - mmaction - INFO - Epoch [133][320/940] lr: 6.617e-02, eta: 20:24:24, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.3850, top5_acc: 0.6211, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.1598 2020-07-30 00:31:48,806 - mmaction - INFO - Epoch [133][340/940] lr: 6.617e-02, eta: 20:23:47, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.3836, top5_acc: 0.6270, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.1797 2020-07-30 00:32:16,421 - mmaction - INFO - Epoch [133][360/940] lr: 6.617e-02, eta: 20:23:10, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3803, top5_acc: 0.6195, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.1121 2020-07-30 00:32:44,005 - mmaction - INFO - Epoch [133][380/940] lr: 6.617e-02, eta: 20:22:32, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.3822, top5_acc: 0.6240, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.1382 2020-07-30 00:33:12,038 - mmaction - INFO - Epoch [133][400/940] lr: 6.617e-02, eta: 20:21:55, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3814, top5_acc: 0.6219, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.1803 2020-07-30 00:33:39,687 - mmaction - INFO - Epoch [133][420/940] lr: 6.617e-02, eta: 20:21:18, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3748, top5_acc: 0.6189, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.1725 2020-07-30 00:34:07,508 - mmaction - INFO - Epoch [133][440/940] lr: 6.617e-02, eta: 20:20:41, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3848, top5_acc: 0.6299, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.1112 2020-07-30 00:34:35,302 - mmaction - INFO - Epoch [133][460/940] lr: 6.617e-02, eta: 20:20:04, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.3891, top5_acc: 0.6260, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.1321 2020-07-30 00:35:03,522 - mmaction - INFO - Epoch [133][480/940] lr: 6.617e-02, eta: 20:19:27, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.3809, top5_acc: 0.6289, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.1256 2020-07-30 00:35:30,899 - mmaction - INFO - Epoch [133][500/940] lr: 6.617e-02, eta: 20:18:49, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.3721, top5_acc: 0.6260, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.1347 2020-07-30 00:35:58,721 - mmaction - INFO - Epoch [133][520/940] lr: 6.617e-02, eta: 20:18:12, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.3750, top5_acc: 0.6268, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.1286 2020-07-30 00:36:26,150 - mmaction - INFO - Epoch [133][540/940] lr: 6.617e-02, eta: 20:17:35, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3811, top5_acc: 0.6264, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.1501 2020-07-30 00:36:53,922 - mmaction - INFO - Epoch [133][560/940] lr: 6.617e-02, eta: 20:16:57, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3791, top5_acc: 0.6283, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.1615 2020-07-30 00:37:21,495 - mmaction - INFO - Epoch [133][580/940] lr: 6.617e-02, eta: 20:16:20, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.1659 2020-07-30 00:37:49,277 - mmaction - INFO - Epoch [133][600/940] lr: 6.617e-02, eta: 20:15:43, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.1702 2020-07-30 00:38:17,655 - mmaction - INFO - Epoch [133][620/940] lr: 6.617e-02, eta: 20:15:06, time: 1.422, data_time: 0.006, memory: 5021, top1_acc: 0.3842, top5_acc: 0.6344, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.1762 2020-07-30 00:38:45,211 - mmaction - INFO - Epoch [133][640/940] lr: 6.617e-02, eta: 20:14:29, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.3746, top5_acc: 0.6123, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.1895 2020-07-30 00:39:13,216 - mmaction - INFO - Epoch [133][660/940] lr: 6.617e-02, eta: 20:13:52, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3910, top5_acc: 0.6209, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.1542 2020-07-30 00:39:40,480 - mmaction - INFO - Epoch [133][680/940] lr: 6.617e-02, eta: 20:13:14, time: 1.363, data_time: 0.002, memory: 5021, top1_acc: 0.3924, top5_acc: 0.6340, loss_cls: 2.7777, loss: 2.7777, grad_norm: 2.1585 2020-07-30 00:40:08,356 - mmaction - INFO - Epoch [133][700/940] lr: 6.617e-02, eta: 20:12:37, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3863, top5_acc: 0.6348, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.1504 2020-07-30 00:40:35,884 - mmaction - INFO - Epoch [133][720/940] lr: 6.617e-02, eta: 20:12:00, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6258, loss_cls: 2.8253, loss: 2.8253, grad_norm: 2.1811 2020-07-30 00:41:03,997 - mmaction - INFO - Epoch [133][740/940] lr: 6.617e-02, eta: 20:11:23, time: 1.405, data_time: 0.004, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6162, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.1426 2020-07-30 00:41:31,327 - mmaction - INFO - Epoch [133][760/940] lr: 6.617e-02, eta: 20:10:45, time: 1.367, data_time: 0.004, memory: 5021, top1_acc: 0.3822, top5_acc: 0.6234, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.1642 2020-07-30 00:41:58,934 - mmaction - INFO - Epoch [133][780/940] lr: 6.617e-02, eta: 20:10:08, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3742, top5_acc: 0.6197, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.1882 2020-07-30 00:42:26,834 - mmaction - INFO - Epoch [133][800/940] lr: 6.617e-02, eta: 20:09:31, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3857, top5_acc: 0.6324, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.0955 2020-07-30 00:42:54,752 - mmaction - INFO - Epoch [133][820/940] lr: 6.617e-02, eta: 20:08:54, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6275, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.1619 2020-07-30 00:43:22,249 - mmaction - INFO - Epoch [133][840/940] lr: 6.617e-02, eta: 20:08:17, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3730, top5_acc: 0.6223, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.1678 2020-07-30 00:43:49,993 - mmaction - INFO - Epoch [133][860/940] lr: 6.617e-02, eta: 20:07:40, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3984, top5_acc: 0.6271, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.1733 2020-07-30 00:44:17,280 - mmaction - INFO - Epoch [133][880/940] lr: 6.617e-02, eta: 20:07:02, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.3797, top5_acc: 0.6217, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.1721 2020-07-30 00:44:45,311 - mmaction - INFO - Epoch [133][900/940] lr: 6.617e-02, eta: 20:06:25, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6309, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.1658 2020-07-30 00:45:13,283 - mmaction - INFO - Epoch [133][920/940] lr: 6.617e-02, eta: 20:05:48, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3869, top5_acc: 0.6389, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.1306 2020-07-30 00:45:39,839 - mmaction - INFO - Epoch [133][940/940] lr: 6.617e-02, eta: 20:05:10, time: 1.329, data_time: 0.005, memory: 5021, top1_acc: 0.3825, top5_acc: 0.6104, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.1710 2020-07-30 00:45:40,089 - mmaction - INFO - Saving checkpoint at 133 epochs 2020-07-30 00:48:10,124 - mmaction - INFO - Epoch [134][20/940] lr: 6.360e-02, eta: 20:06:19, time: 7.442, data_time: 0.353, memory: 5021, top1_acc: 0.3766, top5_acc: 0.6311, loss_cls: 2.8174, loss: 2.8174, grad_norm: 2.1470 2020-07-30 00:48:37,598 - mmaction - INFO - Epoch [134][40/940] lr: 6.360e-02, eta: 20:05:41, time: 1.376, data_time: 0.004, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.1166 2020-07-30 00:49:05,315 - mmaction - INFO - Epoch [134][60/940] lr: 6.360e-02, eta: 20:05:04, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.3904, top5_acc: 0.6414, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.1974 2020-07-30 00:49:33,040 - mmaction - INFO - Epoch [134][80/940] lr: 6.360e-02, eta: 20:04:27, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.1783 2020-07-30 00:50:00,723 - mmaction - INFO - Epoch [134][100/940] lr: 6.360e-02, eta: 20:03:50, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3867, top5_acc: 0.6303, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.1833 2020-07-30 00:50:28,532 - mmaction - INFO - Epoch [134][120/940] lr: 6.360e-02, eta: 20:03:13, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.3914, top5_acc: 0.6266, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.1324 2020-07-30 00:50:56,153 - mmaction - INFO - Epoch [134][140/940] lr: 6.360e-02, eta: 20:02:35, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3920, top5_acc: 0.6273, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.1844 2020-07-30 00:51:23,967 - mmaction - INFO - Epoch [134][160/940] lr: 6.360e-02, eta: 20:01:58, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4027, top5_acc: 0.6420, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.1402 2020-07-30 00:51:51,929 - mmaction - INFO - Epoch [134][180/940] lr: 6.360e-02, eta: 20:01:22, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.3996, top5_acc: 0.6367, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.1998 2020-07-30 00:52:19,905 - mmaction - INFO - Epoch [134][200/940] lr: 6.360e-02, eta: 20:00:45, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3840, top5_acc: 0.6256, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.1709 2020-07-30 00:52:48,411 - mmaction - INFO - Epoch [134][220/940] lr: 6.360e-02, eta: 20:00:08, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.3924, top5_acc: 0.6375, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.1706 2020-07-30 00:53:16,487 - mmaction - INFO - Epoch [134][240/940] lr: 6.360e-02, eta: 19:59:31, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.3902, top5_acc: 0.6234, loss_cls: 2.7995, loss: 2.7995, grad_norm: 2.1916 2020-07-30 00:53:44,213 - mmaction - INFO - Epoch [134][260/940] lr: 6.360e-02, eta: 19:58:54, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.3932, top5_acc: 0.6250, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.1816 2020-07-30 00:54:12,007 - mmaction - INFO - Epoch [134][280/940] lr: 6.360e-02, eta: 19:58:17, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.3979, top5_acc: 0.6379, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.1941 2020-07-30 00:54:39,601 - mmaction - INFO - Epoch [134][300/940] lr: 6.360e-02, eta: 19:57:40, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.3699, top5_acc: 0.6205, loss_cls: 2.8482, loss: 2.8482, grad_norm: 2.1908 2020-07-30 00:55:07,419 - mmaction - INFO - Epoch [134][320/940] lr: 6.360e-02, eta: 19:57:03, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3820, top5_acc: 0.6295, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.1889 2020-07-30 00:55:35,656 - mmaction - INFO - Epoch [134][340/940] lr: 6.360e-02, eta: 19:56:26, time: 1.412, data_time: 0.002, memory: 5021, top1_acc: 0.3857, top5_acc: 0.6271, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.1337 2020-07-30 00:56:03,384 - mmaction - INFO - Epoch [134][360/940] lr: 6.360e-02, eta: 19:55:49, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3889, top5_acc: 0.6352, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.1835 2020-07-30 00:56:31,029 - mmaction - INFO - Epoch [134][380/940] lr: 6.360e-02, eta: 19:55:12, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3965, top5_acc: 0.6383, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.1783 2020-07-30 00:56:58,995 - mmaction - INFO - Epoch [134][400/940] lr: 6.360e-02, eta: 19:54:35, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.3914, top5_acc: 0.6355, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.1890 2020-07-30 00:57:26,638 - mmaction - INFO - Epoch [134][420/940] lr: 6.360e-02, eta: 19:53:58, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3922, top5_acc: 0.6324, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.1847 2020-07-30 00:57:54,947 - mmaction - INFO - Epoch [134][440/940] lr: 6.360e-02, eta: 19:53:22, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3914, top5_acc: 0.6262, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.2091 2020-07-30 00:58:22,603 - mmaction - INFO - Epoch [134][460/940] lr: 6.360e-02, eta: 19:52:45, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3822, top5_acc: 0.6250, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.1581 2020-07-30 00:58:50,279 - mmaction - INFO - Epoch [134][480/940] lr: 6.360e-02, eta: 19:52:08, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3912, top5_acc: 0.6400, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.1609 2020-07-30 00:59:18,045 - mmaction - INFO - Epoch [134][500/940] lr: 6.360e-02, eta: 19:51:31, time: 1.392, data_time: 0.007, memory: 5021, top1_acc: 0.3869, top5_acc: 0.6309, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.2070 2020-07-30 00:59:45,616 - mmaction - INFO - Epoch [134][520/940] lr: 6.360e-02, eta: 19:50:54, time: 1.375, data_time: 0.004, memory: 5021, top1_acc: 0.3775, top5_acc: 0.6270, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.1915 2020-07-30 01:00:22,420 - mmaction - INFO - Epoch [134][540/940] lr: 6.360e-02, eta: 19:50:24, time: 1.832, data_time: 0.007, memory: 5021, top1_acc: 0.3873, top5_acc: 0.6207, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.1761 2020-07-30 01:00:50,286 - mmaction - INFO - Epoch [134][560/940] lr: 6.360e-02, eta: 19:49:47, time: 1.405, data_time: 0.022, memory: 5021, top1_acc: 0.3832, top5_acc: 0.6287, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.2208 2020-07-30 01:01:17,969 - mmaction - INFO - Epoch [134][580/940] lr: 6.360e-02, eta: 19:49:10, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3920, top5_acc: 0.6350, loss_cls: 2.7659, loss: 2.7659, grad_norm: 2.1684 2020-07-30 01:01:45,865 - mmaction - INFO - Epoch [134][600/940] lr: 6.360e-02, eta: 19:48:34, time: 1.398, data_time: 0.007, memory: 5021, top1_acc: 0.3936, top5_acc: 0.6367, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.1766 2020-07-30 01:02:13,676 - mmaction - INFO - Epoch [134][620/940] lr: 6.360e-02, eta: 19:47:57, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3832, top5_acc: 0.6268, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.2213 2020-07-30 01:02:41,430 - mmaction - INFO - Epoch [134][640/940] lr: 6.360e-02, eta: 19:47:20, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3750, top5_acc: 0.6230, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.2307 2020-07-30 01:03:09,055 - mmaction - INFO - Epoch [134][660/940] lr: 6.360e-02, eta: 19:46:43, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6271, loss_cls: 2.7770, loss: 2.7770, grad_norm: 2.1692 2020-07-30 01:03:36,791 - mmaction - INFO - Epoch [134][680/940] lr: 6.360e-02, eta: 19:46:06, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.3863, top5_acc: 0.6254, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.1950 2020-07-30 01:04:04,508 - mmaction - INFO - Epoch [134][700/940] lr: 6.360e-02, eta: 19:45:29, time: 1.384, data_time: 0.004, memory: 5021, top1_acc: 0.3873, top5_acc: 0.6234, loss_cls: 2.7726, loss: 2.7726, grad_norm: 2.2075 2020-07-30 01:04:32,720 - mmaction - INFO - Epoch [134][720/940] lr: 6.360e-02, eta: 19:44:52, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.3943, top5_acc: 0.6383, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.1760 2020-07-30 01:05:00,396 - mmaction - INFO - Epoch [134][740/940] lr: 6.360e-02, eta: 19:44:15, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.3838, top5_acc: 0.6266, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.2198 2020-07-30 01:05:28,364 - mmaction - INFO - Epoch [134][760/940] lr: 6.360e-02, eta: 19:43:39, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3939, top5_acc: 0.6268, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.1883 2020-07-30 01:05:56,228 - mmaction - INFO - Epoch [134][780/940] lr: 6.360e-02, eta: 19:43:02, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3906, top5_acc: 0.6303, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.2293 2020-07-30 01:06:23,811 - mmaction - INFO - Epoch [134][800/940] lr: 6.360e-02, eta: 19:42:25, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3803, top5_acc: 0.6262, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.2080 2020-07-30 01:06:51,502 - mmaction - INFO - Epoch [134][820/940] lr: 6.360e-02, eta: 19:41:48, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.4002, top5_acc: 0.6406, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.1969 2020-07-30 01:07:18,985 - mmaction - INFO - Epoch [134][840/940] lr: 6.360e-02, eta: 19:41:11, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.3879, top5_acc: 0.6281, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.2444 2020-07-30 01:07:47,002 - mmaction - INFO - Epoch [134][860/940] lr: 6.360e-02, eta: 19:40:34, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3801, top5_acc: 0.6309, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.2079 2020-07-30 01:08:15,036 - mmaction - INFO - Epoch [134][880/940] lr: 6.360e-02, eta: 19:39:58, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.3760, top5_acc: 0.6266, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.1993 2020-07-30 01:08:42,347 - mmaction - INFO - Epoch [134][900/940] lr: 6.360e-02, eta: 19:39:20, time: 1.366, data_time: 0.002, memory: 5021, top1_acc: 0.3893, top5_acc: 0.6389, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.1510 2020-07-30 01:09:09,944 - mmaction - INFO - Epoch [134][920/940] lr: 6.360e-02, eta: 19:38:43, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3832, top5_acc: 0.6332, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.2180 2020-07-30 01:09:37,047 - mmaction - INFO - Epoch [134][940/940] lr: 6.360e-02, eta: 19:38:06, time: 1.357, data_time: 0.005, memory: 5021, top1_acc: 0.3758, top5_acc: 0.6163, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.2231 2020-07-30 01:09:37,617 - mmaction - INFO - Saving checkpoint at 134 epochs 2020-07-30 01:11:40,750 - mmaction - INFO - Epoch [135][20/940] lr: 6.107e-02, eta: 19:38:48, time: 6.081, data_time: 0.549, memory: 5021, top1_acc: 0.3787, top5_acc: 0.6270, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1891 2020-07-30 01:12:08,241 - mmaction - INFO - Epoch [135][40/940] lr: 6.107e-02, eta: 19:38:10, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.3908, top5_acc: 0.6338, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.1629 2020-07-30 01:12:35,882 - mmaction - INFO - Epoch [135][60/940] lr: 6.107e-02, eta: 19:37:34, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.3799, top5_acc: 0.6232, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.2108 2020-07-30 01:13:03,638 - mmaction - INFO - Epoch [135][80/940] lr: 6.107e-02, eta: 19:36:57, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.4070, top5_acc: 0.6520, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.2078 2020-07-30 01:13:31,729 - mmaction - INFO - Epoch [135][100/940] lr: 6.107e-02, eta: 19:36:20, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.3893, top5_acc: 0.6416, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.1582 2020-07-30 01:13:59,681 - mmaction - INFO - Epoch [135][120/940] lr: 6.107e-02, eta: 19:35:43, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.3920, top5_acc: 0.6316, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.1872 2020-07-30 01:14:27,677 - mmaction - INFO - Epoch [135][140/940] lr: 6.107e-02, eta: 19:35:07, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.3951, top5_acc: 0.6340, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.1642 2020-07-30 01:14:55,514 - mmaction - INFO - Epoch [135][160/940] lr: 6.107e-02, eta: 19:34:30, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6357, loss_cls: 2.7370, loss: 2.7370, grad_norm: 2.1895 2020-07-30 01:15:23,492 - mmaction - INFO - Epoch [135][180/940] lr: 6.107e-02, eta: 19:33:53, time: 1.403, data_time: 0.007, memory: 5021, top1_acc: 0.3918, top5_acc: 0.6234, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.1863 2020-07-30 01:15:51,521 - mmaction - INFO - Epoch [135][200/940] lr: 6.107e-02, eta: 19:33:17, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3877, top5_acc: 0.6354, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.2358 2020-07-30 01:16:19,223 - mmaction - INFO - Epoch [135][220/940] lr: 6.107e-02, eta: 19:32:40, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.4051, top5_acc: 0.6516, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.1942 2020-07-30 01:16:47,546 - mmaction - INFO - Epoch [135][240/940] lr: 6.107e-02, eta: 19:32:03, time: 1.416, data_time: 0.006, memory: 5021, top1_acc: 0.3971, top5_acc: 0.6307, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.1852 2020-07-30 01:17:15,310 - mmaction - INFO - Epoch [135][260/940] lr: 6.107e-02, eta: 19:31:27, time: 1.389, data_time: 0.003, memory: 5021, top1_acc: 0.3896, top5_acc: 0.6438, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.2024 2020-07-30 01:17:42,940 - mmaction - INFO - Epoch [135][280/940] lr: 6.107e-02, eta: 19:30:50, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6324, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.2304 2020-07-30 01:18:10,879 - mmaction - INFO - Epoch [135][300/940] lr: 6.107e-02, eta: 19:30:13, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6258, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.2686 2020-07-30 01:18:38,585 - mmaction - INFO - Epoch [135][320/940] lr: 6.107e-02, eta: 19:29:36, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.3777, top5_acc: 0.6230, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.2214 2020-07-30 01:19:06,613 - mmaction - INFO - Epoch [135][340/940] lr: 6.107e-02, eta: 19:29:00, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6461, loss_cls: 2.7119, loss: 2.7119, grad_norm: 2.1949 2020-07-30 01:19:34,404 - mmaction - INFO - Epoch [135][360/940] lr: 6.107e-02, eta: 19:28:23, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3936, top5_acc: 0.6295, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.2143 2020-07-30 01:20:02,566 - mmaction - INFO - Epoch [135][380/940] lr: 6.107e-02, eta: 19:27:47, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3785, top5_acc: 0.6277, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.2463 2020-07-30 01:20:30,411 - mmaction - INFO - Epoch [135][400/940] lr: 6.107e-02, eta: 19:27:10, time: 1.393, data_time: 0.003, memory: 5021, top1_acc: 0.3928, top5_acc: 0.6379, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.1948 2020-07-30 01:20:58,164 - mmaction - INFO - Epoch [135][420/940] lr: 6.107e-02, eta: 19:26:33, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3898, top5_acc: 0.6328, loss_cls: 2.7777, loss: 2.7777, grad_norm: 2.1889 2020-07-30 01:21:26,403 - mmaction - INFO - Epoch [135][440/940] lr: 6.107e-02, eta: 19:25:57, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.3783, top5_acc: 0.6178, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.2028 2020-07-30 01:21:54,311 - mmaction - INFO - Epoch [135][460/940] lr: 6.107e-02, eta: 19:25:20, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3936, top5_acc: 0.6418, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.1800 2020-07-30 01:22:21,954 - mmaction - INFO - Epoch [135][480/940] lr: 6.107e-02, eta: 19:24:43, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3988, top5_acc: 0.6402, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.2203 2020-07-30 01:22:49,654 - mmaction - INFO - Epoch [135][500/940] lr: 6.107e-02, eta: 19:24:07, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3846, top5_acc: 0.6371, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.2319 2020-07-30 01:23:17,183 - mmaction - INFO - Epoch [135][520/940] lr: 6.107e-02, eta: 19:23:30, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6375, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.2385 2020-07-30 01:23:45,646 - mmaction - INFO - Epoch [135][540/940] lr: 6.107e-02, eta: 19:22:54, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.3906, top5_acc: 0.6369, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.2226 2020-07-30 01:24:13,262 - mmaction - INFO - Epoch [135][560/940] lr: 6.107e-02, eta: 19:22:17, time: 1.381, data_time: 0.003, memory: 5021, top1_acc: 0.3869, top5_acc: 0.6297, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.2006 2020-07-30 01:24:41,226 - mmaction - INFO - Epoch [135][580/940] lr: 6.107e-02, eta: 19:21:40, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.3910, top5_acc: 0.6354, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.2217 2020-07-30 01:25:09,062 - mmaction - INFO - Epoch [135][600/940] lr: 6.107e-02, eta: 19:21:04, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.3736, top5_acc: 0.6189, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.2329 2020-07-30 01:25:36,948 - mmaction - INFO - Epoch [135][620/940] lr: 6.107e-02, eta: 19:20:27, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.3873, top5_acc: 0.6359, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.2252 2020-07-30 01:26:04,616 - mmaction - INFO - Epoch [135][640/940] lr: 6.107e-02, eta: 19:19:50, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3781, top5_acc: 0.6197, loss_cls: 2.8273, loss: 2.8273, grad_norm: 2.2389 2020-07-30 01:26:32,293 - mmaction - INFO - Epoch [135][660/940] lr: 6.107e-02, eta: 19:19:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3777, top5_acc: 0.6172, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.1926 2020-07-30 01:27:00,132 - mmaction - INFO - Epoch [135][680/940] lr: 6.107e-02, eta: 19:18:37, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3937, top5_acc: 0.6256, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1491 2020-07-30 01:27:27,899 - mmaction - INFO - Epoch [135][700/940] lr: 6.107e-02, eta: 19:18:00, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.3971, top5_acc: 0.6428, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.1710 2020-07-30 01:27:55,811 - mmaction - INFO - Epoch [135][720/940] lr: 6.107e-02, eta: 19:17:24, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4082, top5_acc: 0.6502, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.1709 2020-07-30 01:28:23,437 - mmaction - INFO - Epoch [135][740/940] lr: 6.107e-02, eta: 19:16:47, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3875, top5_acc: 0.6256, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.2131 2020-07-30 01:28:51,487 - mmaction - INFO - Epoch [135][760/940] lr: 6.107e-02, eta: 19:16:11, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.4018, top5_acc: 0.6439, loss_cls: 2.7084, loss: 2.7084, grad_norm: 2.2432 2020-07-30 01:29:19,011 - mmaction - INFO - Epoch [135][780/940] lr: 6.107e-02, eta: 19:15:34, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3924, top5_acc: 0.6250, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.2478 2020-07-30 01:29:47,023 - mmaction - INFO - Epoch [135][800/940] lr: 6.107e-02, eta: 19:14:57, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.3945, top5_acc: 0.6381, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.1811 2020-07-30 01:30:15,918 - mmaction - INFO - Epoch [135][820/940] lr: 6.107e-02, eta: 19:14:22, time: 1.443, data_time: 0.005, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6311, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.1838 2020-07-30 01:30:43,830 - mmaction - INFO - Epoch [135][840/940] lr: 6.107e-02, eta: 19:13:45, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.3855, top5_acc: 0.6258, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.2346 2020-07-30 01:31:11,689 - mmaction - INFO - Epoch [135][860/940] lr: 6.107e-02, eta: 19:13:09, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3994, top5_acc: 0.6344, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.2118 2020-07-30 01:31:39,394 - mmaction - INFO - Epoch [135][880/940] lr: 6.107e-02, eta: 19:12:32, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.3844, top5_acc: 0.6354, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.2086 2020-07-30 01:32:07,413 - mmaction - INFO - Epoch [135][900/940] lr: 6.107e-02, eta: 19:11:56, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3982, top5_acc: 0.6465, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.2288 2020-07-30 01:32:34,845 - mmaction - INFO - Epoch [135][920/940] lr: 6.107e-02, eta: 19:11:19, time: 1.375, data_time: 0.007, memory: 5021, top1_acc: 0.3988, top5_acc: 0.6418, loss_cls: 2.7298, loss: 2.7298, grad_norm: 2.2106 2020-07-30 01:33:01,619 - mmaction - INFO - Epoch [135][940/940] lr: 6.107e-02, eta: 19:10:41, time: 1.339, data_time: 0.002, memory: 5021, top1_acc: 0.3914, top5_acc: 0.6307, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.2740 2020-07-30 01:33:01,863 - mmaction - INFO - Saving checkpoint at 135 epochs 2020-07-30 01:35:12,559 - mmaction - INFO - Epoch [136][20/940] lr: 5.858e-02, eta: 19:11:27, time: 6.489, data_time: 0.363, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6434, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.2434 2020-07-30 01:35:39,918 - mmaction - INFO - Epoch [136][40/940] lr: 5.858e-02, eta: 19:10:50, time: 1.370, data_time: 0.006, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6436, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.2336 2020-07-30 01:36:07,361 - mmaction - INFO - Epoch [136][60/940] lr: 5.858e-02, eta: 19:10:13, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.3926, top5_acc: 0.6348, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.2402 2020-07-30 01:36:34,844 - mmaction - INFO - Epoch [136][80/940] lr: 5.858e-02, eta: 19:09:36, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.3875, top5_acc: 0.6338, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.2460 2020-07-30 01:37:02,377 - mmaction - INFO - Epoch [136][100/940] lr: 5.858e-02, eta: 19:08:59, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.3936, top5_acc: 0.6348, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.2144 2020-07-30 01:37:29,938 - mmaction - INFO - Epoch [136][120/940] lr: 5.858e-02, eta: 19:08:23, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.4061, top5_acc: 0.6340, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.1995 2020-07-30 01:37:57,659 - mmaction - INFO - Epoch [136][140/940] lr: 5.858e-02, eta: 19:07:46, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.3965, top5_acc: 0.6400, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.2730 2020-07-30 01:38:25,418 - mmaction - INFO - Epoch [136][160/940] lr: 5.858e-02, eta: 19:07:09, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.3877, top5_acc: 0.6340, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.2758 2020-07-30 01:38:53,014 - mmaction - INFO - Epoch [136][180/940] lr: 5.858e-02, eta: 19:06:33, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.3920, top5_acc: 0.6414, loss_cls: 2.7213, loss: 2.7213, grad_norm: 2.2641 2020-07-30 01:39:20,737 - mmaction - INFO - Epoch [136][200/940] lr: 5.858e-02, eta: 19:05:56, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4002, top5_acc: 0.6410, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.1893 2020-07-30 01:39:48,063 - mmaction - INFO - Epoch [136][220/940] lr: 5.858e-02, eta: 19:05:19, time: 1.366, data_time: 0.002, memory: 5021, top1_acc: 0.3936, top5_acc: 0.6395, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.2721 2020-07-30 01:40:16,179 - mmaction - INFO - Epoch [136][240/940] lr: 5.858e-02, eta: 19:04:43, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4047, top5_acc: 0.6455, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.1954 2020-07-30 01:40:43,793 - mmaction - INFO - Epoch [136][260/940] lr: 5.858e-02, eta: 19:04:06, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3922, top5_acc: 0.6330, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.2376 2020-07-30 01:41:11,769 - mmaction - INFO - Epoch [136][280/940] lr: 5.858e-02, eta: 19:03:30, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.4068, top5_acc: 0.6426, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.2408 2020-07-30 01:41:39,356 - mmaction - INFO - Epoch [136][300/940] lr: 5.858e-02, eta: 19:02:53, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3848, top5_acc: 0.6283, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.2438 2020-07-30 01:42:06,911 - mmaction - INFO - Epoch [136][320/940] lr: 5.858e-02, eta: 19:02:17, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.4064, top5_acc: 0.6480, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.1926 2020-07-30 01:42:34,968 - mmaction - INFO - Epoch [136][340/940] lr: 5.858e-02, eta: 19:01:40, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4021, top5_acc: 0.6385, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.2426 2020-07-30 01:43:02,739 - mmaction - INFO - Epoch [136][360/940] lr: 5.858e-02, eta: 19:01:04, time: 1.390, data_time: 0.007, memory: 5021, top1_acc: 0.3910, top5_acc: 0.6355, loss_cls: 2.7777, loss: 2.7777, grad_norm: 2.2554 2020-07-30 01:43:30,553 - mmaction - INFO - Epoch [136][380/940] lr: 5.858e-02, eta: 19:00:27, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3914, top5_acc: 0.6357, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.2505 2020-07-30 01:43:58,411 - mmaction - INFO - Epoch [136][400/940] lr: 5.858e-02, eta: 18:59:51, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3947, top5_acc: 0.6432, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.2584 2020-07-30 01:44:25,912 - mmaction - INFO - Epoch [136][420/940] lr: 5.858e-02, eta: 18:59:14, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.4020, top5_acc: 0.6477, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.2142 2020-07-30 01:44:54,084 - mmaction - INFO - Epoch [136][440/940] lr: 5.858e-02, eta: 18:58:38, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3951, top5_acc: 0.6309, loss_cls: 2.7542, loss: 2.7542, grad_norm: 2.2534 2020-07-30 01:45:22,009 - mmaction - INFO - Epoch [136][460/940] lr: 5.858e-02, eta: 18:58:02, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.3900, top5_acc: 0.6287, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.2304 2020-07-30 01:45:49,865 - mmaction - INFO - Epoch [136][480/940] lr: 5.858e-02, eta: 18:57:25, time: 1.394, data_time: 0.007, memory: 5021, top1_acc: 0.3869, top5_acc: 0.6385, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.2691 2020-07-30 01:46:17,389 - mmaction - INFO - Epoch [136][500/940] lr: 5.858e-02, eta: 18:56:49, time: 1.377, data_time: 0.004, memory: 5021, top1_acc: 0.4008, top5_acc: 0.6424, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.2552 2020-07-30 01:46:45,086 - mmaction - INFO - Epoch [136][520/940] lr: 5.858e-02, eta: 18:56:12, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3877, top5_acc: 0.6279, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.2878 2020-07-30 01:47:12,705 - mmaction - INFO - Epoch [136][540/940] lr: 5.858e-02, eta: 18:55:35, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.3893, top5_acc: 0.6229, loss_cls: 2.8081, loss: 2.8081, grad_norm: 2.2937 2020-07-30 01:47:40,750 - mmaction - INFO - Epoch [136][560/940] lr: 5.858e-02, eta: 18:54:59, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.3934, top5_acc: 0.6340, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.2947 2020-07-30 01:48:08,541 - mmaction - INFO - Epoch [136][580/940] lr: 5.858e-02, eta: 18:54:23, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3906, top5_acc: 0.6377, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.2466 2020-07-30 01:48:36,506 - mmaction - INFO - Epoch [136][600/940] lr: 5.858e-02, eta: 18:53:46, time: 1.399, data_time: 0.003, memory: 5021, top1_acc: 0.3941, top5_acc: 0.6371, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.2577 2020-07-30 01:49:04,166 - mmaction - INFO - Epoch [136][620/940] lr: 5.858e-02, eta: 18:53:10, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3846, top5_acc: 0.6348, loss_cls: 2.7665, loss: 2.7665, grad_norm: 2.2768 2020-07-30 01:49:31,713 - mmaction - INFO - Epoch [136][640/940] lr: 5.858e-02, eta: 18:52:33, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3971, top5_acc: 0.6438, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.2184 2020-07-30 01:49:59,142 - mmaction - INFO - Epoch [136][660/940] lr: 5.858e-02, eta: 18:51:57, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6412, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.2201 2020-07-30 01:50:27,360 - mmaction - INFO - Epoch [136][680/940] lr: 5.858e-02, eta: 18:51:21, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.3998, top5_acc: 0.6367, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.2102 2020-07-30 01:50:55,238 - mmaction - INFO - Epoch [136][700/940] lr: 5.858e-02, eta: 18:50:44, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3930, top5_acc: 0.6385, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.2287 2020-07-30 01:51:23,149 - mmaction - INFO - Epoch [136][720/940] lr: 5.858e-02, eta: 18:50:08, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6316, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.2864 2020-07-30 01:51:50,751 - mmaction - INFO - Epoch [136][740/940] lr: 5.858e-02, eta: 18:49:32, time: 1.383, data_time: 0.007, memory: 5021, top1_acc: 0.3871, top5_acc: 0.6223, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.2890 2020-07-30 01:52:18,183 - mmaction - INFO - Epoch [136][760/940] lr: 5.858e-02, eta: 18:48:55, time: 1.371, data_time: 0.002, memory: 5021, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.2323 2020-07-30 01:52:46,395 - mmaction - INFO - Epoch [136][780/940] lr: 5.858e-02, eta: 18:48:19, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.3875, top5_acc: 0.6314, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.2529 2020-07-30 01:53:14,381 - mmaction - INFO - Epoch [136][800/940] lr: 5.858e-02, eta: 18:47:43, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.3879, top5_acc: 0.6299, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.2304 2020-07-30 01:53:42,819 - mmaction - INFO - Epoch [136][820/940] lr: 5.858e-02, eta: 18:47:07, time: 1.420, data_time: 0.006, memory: 5021, top1_acc: 0.3818, top5_acc: 0.6252, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.2983 2020-07-30 01:54:10,387 - mmaction - INFO - Epoch [136][840/940] lr: 5.858e-02, eta: 18:46:30, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.3973, top5_acc: 0.6346, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.2676 2020-07-30 01:54:38,038 - mmaction - INFO - Epoch [136][860/940] lr: 5.858e-02, eta: 18:45:54, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.4000, top5_acc: 0.6535, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.2600 2020-07-30 01:55:06,101 - mmaction - INFO - Epoch [136][880/940] lr: 5.858e-02, eta: 18:45:18, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.3824, top5_acc: 0.6311, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.2615 2020-07-30 01:55:33,443 - mmaction - INFO - Epoch [136][900/940] lr: 5.858e-02, eta: 18:44:41, time: 1.367, data_time: 0.002, memory: 5021, top1_acc: 0.3752, top5_acc: 0.6184, loss_cls: 2.8244, loss: 2.8244, grad_norm: 2.2773 2020-07-30 01:56:01,362 - mmaction - INFO - Epoch [136][920/940] lr: 5.858e-02, eta: 18:44:05, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.4047, top5_acc: 0.6465, loss_cls: 2.7229, loss: 2.7229, grad_norm: 2.2655 2020-07-30 01:56:28,101 - mmaction - INFO - Epoch [136][940/940] lr: 5.858e-02, eta: 18:43:28, time: 1.339, data_time: 0.005, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6459, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.3094 2020-07-30 01:56:28,366 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-07-30 02:01:17,870 - mmaction - INFO - Epoch [137][20/940] lr: 5.613e-02, eta: 18:46:12, time: 14.416, data_time: 0.365, memory: 5021, top1_acc: 0.4037, top5_acc: 0.6471, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.2139 2020-07-30 02:01:45,643 - mmaction - INFO - Epoch [137][40/940] lr: 5.613e-02, eta: 18:45:36, time: 1.406, data_time: 0.034, memory: 5021, top1_acc: 0.3990, top5_acc: 0.6408, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.1968 2020-07-30 02:02:16,470 - mmaction - INFO - Epoch [137][60/940] lr: 5.613e-02, eta: 18:45:02, time: 1.541, data_time: 0.002, memory: 5021, top1_acc: 0.3926, top5_acc: 0.6322, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.2176 2020-07-30 02:02:43,795 - mmaction - INFO - Epoch [137][80/940] lr: 5.613e-02, eta: 18:44:25, time: 1.365, data_time: 0.006, memory: 5021, top1_acc: 0.4178, top5_acc: 0.6510, loss_cls: 2.6502, loss: 2.6502, grad_norm: 2.2135 2020-07-30 02:03:11,418 - mmaction - INFO - Epoch [137][100/940] lr: 5.613e-02, eta: 18:43:49, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.4020, top5_acc: 0.6406, loss_cls: 2.7056, loss: 2.7056, grad_norm: 2.2887 2020-07-30 02:03:38,847 - mmaction - INFO - Epoch [137][120/940] lr: 5.613e-02, eta: 18:43:12, time: 1.375, data_time: 0.007, memory: 5021, top1_acc: 0.3959, top5_acc: 0.6389, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.2632 2020-07-30 02:04:06,323 - mmaction - INFO - Epoch [137][140/940] lr: 5.613e-02, eta: 18:42:35, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.4090, top5_acc: 0.6543, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.2974 2020-07-30 02:04:33,872 - mmaction - INFO - Epoch [137][160/940] lr: 5.613e-02, eta: 18:41:59, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4057, top5_acc: 0.6428, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.2581 2020-07-30 02:05:01,577 - mmaction - INFO - Epoch [137][180/940] lr: 5.613e-02, eta: 18:41:22, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3988, top5_acc: 0.6316, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.2627 2020-07-30 02:05:29,606 - mmaction - INFO - Epoch [137][200/940] lr: 5.613e-02, eta: 18:40:46, time: 1.402, data_time: 0.007, memory: 5021, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.3011 2020-07-30 02:05:57,532 - mmaction - INFO - Epoch [137][220/940] lr: 5.613e-02, eta: 18:40:10, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.3992, top5_acc: 0.6420, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.2384 2020-07-30 02:06:25,362 - mmaction - INFO - Epoch [137][240/940] lr: 5.613e-02, eta: 18:39:33, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.3932, top5_acc: 0.6355, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.2751 2020-07-30 02:06:53,556 - mmaction - INFO - Epoch [137][260/940] lr: 5.613e-02, eta: 18:38:57, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.4014, top5_acc: 0.6367, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.3181 2020-07-30 02:07:21,841 - mmaction - INFO - Epoch [137][280/940] lr: 5.613e-02, eta: 18:38:21, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.3934, top5_acc: 0.6375, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.2415 2020-07-30 02:07:49,341 - mmaction - INFO - Epoch [137][300/940] lr: 5.613e-02, eta: 18:37:44, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6393, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.2644 2020-07-30 02:08:16,993 - mmaction - INFO - Epoch [137][320/940] lr: 5.613e-02, eta: 18:37:08, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4018, top5_acc: 0.6383, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.2704 2020-07-30 02:08:44,487 - mmaction - INFO - Epoch [137][340/940] lr: 5.613e-02, eta: 18:36:31, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.3828, top5_acc: 0.6281, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.2838 2020-07-30 02:09:12,163 - mmaction - INFO - Epoch [137][360/940] lr: 5.613e-02, eta: 18:35:55, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3869, top5_acc: 0.6277, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.2851 2020-07-30 02:09:40,291 - mmaction - INFO - Epoch [137][380/940] lr: 5.613e-02, eta: 18:35:19, time: 1.408, data_time: 0.007, memory: 5021, top1_acc: 0.3949, top5_acc: 0.6352, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.3621 2020-07-30 02:10:08,314 - mmaction - INFO - Epoch [137][400/940] lr: 5.613e-02, eta: 18:34:43, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.4002, top5_acc: 0.6396, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.2892 2020-07-30 02:10:35,858 - mmaction - INFO - Epoch [137][420/940] lr: 5.613e-02, eta: 18:34:06, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.3922, top5_acc: 0.6426, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.2860 2020-07-30 02:11:03,763 - mmaction - INFO - Epoch [137][440/940] lr: 5.613e-02, eta: 18:33:30, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3982, top5_acc: 0.6492, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.2531 2020-07-30 02:11:31,524 - mmaction - INFO - Epoch [137][460/940] lr: 5.613e-02, eta: 18:32:54, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6436, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.2627 2020-07-30 02:11:59,188 - mmaction - INFO - Epoch [137][480/940] lr: 5.613e-02, eta: 18:32:17, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3994, top5_acc: 0.6467, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.2343 2020-07-30 02:12:26,987 - mmaction - INFO - Epoch [137][500/940] lr: 5.613e-02, eta: 18:31:41, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4092, top5_acc: 0.6418, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.2886 2020-07-30 02:12:54,832 - mmaction - INFO - Epoch [137][520/940] lr: 5.613e-02, eta: 18:31:04, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.3953, top5_acc: 0.6471, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.2655 2020-07-30 02:13:22,524 - mmaction - INFO - Epoch [137][540/940] lr: 5.613e-02, eta: 18:30:28, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3965, top5_acc: 0.6379, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.2691 2020-07-30 02:13:49,952 - mmaction - INFO - Epoch [137][560/940] lr: 5.613e-02, eta: 18:29:52, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.3957, top5_acc: 0.6430, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.2998 2020-07-30 02:14:17,612 - mmaction - INFO - Epoch [137][580/940] lr: 5.613e-02, eta: 18:29:15, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3992, top5_acc: 0.6383, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.3088 2020-07-30 02:14:45,111 - mmaction - INFO - Epoch [137][600/940] lr: 5.613e-02, eta: 18:28:39, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6301, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.3374 2020-07-30 02:15:13,151 - mmaction - INFO - Epoch [137][620/940] lr: 5.613e-02, eta: 18:28:03, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.3918, top5_acc: 0.6424, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.2557 2020-07-30 02:15:40,814 - mmaction - INFO - Epoch [137][640/940] lr: 5.613e-02, eta: 18:27:26, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.3979, top5_acc: 0.6326, loss_cls: 2.7388, loss: 2.7388, grad_norm: 2.2759 2020-07-30 02:16:08,476 - mmaction - INFO - Epoch [137][660/940] lr: 5.613e-02, eta: 18:26:50, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4066, top5_acc: 0.6434, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.3059 2020-07-30 02:16:35,955 - mmaction - INFO - Epoch [137][680/940] lr: 5.613e-02, eta: 18:26:13, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.3918, top5_acc: 0.6354, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.2968 2020-07-30 02:17:03,603 - mmaction - INFO - Epoch [137][700/940] lr: 5.613e-02, eta: 18:25:37, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3965, top5_acc: 0.6486, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.3102 2020-07-30 02:17:30,989 - mmaction - INFO - Epoch [137][720/940] lr: 5.613e-02, eta: 18:25:00, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.3982, top5_acc: 0.6334, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.2956 2020-07-30 02:17:58,591 - mmaction - INFO - Epoch [137][740/940] lr: 5.613e-02, eta: 18:24:24, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.3965, top5_acc: 0.6314, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.2798 2020-07-30 02:18:26,129 - mmaction - INFO - Epoch [137][760/940] lr: 5.613e-02, eta: 18:23:48, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3859, top5_acc: 0.6305, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.2818 2020-07-30 02:18:53,974 - mmaction - INFO - Epoch [137][780/940] lr: 5.613e-02, eta: 18:23:11, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3934, top5_acc: 0.6359, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.2746 2020-07-30 02:19:21,377 - mmaction - INFO - Epoch [137][800/940] lr: 5.613e-02, eta: 18:22:35, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.3186 2020-07-30 02:19:49,508 - mmaction - INFO - Epoch [137][820/940] lr: 5.613e-02, eta: 18:21:59, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4100, top5_acc: 0.6436, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.3180 2020-07-30 02:20:17,234 - mmaction - INFO - Epoch [137][840/940] lr: 5.613e-02, eta: 18:21:23, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3941, top5_acc: 0.6279, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.3381 2020-07-30 02:20:44,816 - mmaction - INFO - Epoch [137][860/940] lr: 5.613e-02, eta: 18:20:46, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3930, top5_acc: 0.6328, loss_cls: 2.7478, loss: 2.7478, grad_norm: 2.2909 2020-07-30 02:21:12,475 - mmaction - INFO - Epoch [137][880/940] lr: 5.613e-02, eta: 18:20:10, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.3986, top5_acc: 0.6400, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.2197 2020-07-30 02:21:40,126 - mmaction - INFO - Epoch [137][900/940] lr: 5.613e-02, eta: 18:19:34, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4082, top5_acc: 0.6408, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.2760 2020-07-30 02:22:07,448 - mmaction - INFO - Epoch [137][920/940] lr: 5.613e-02, eta: 18:18:57, time: 1.366, data_time: 0.002, memory: 5021, top1_acc: 0.4010, top5_acc: 0.6357, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.2860 2020-07-30 02:22:33,974 - mmaction - INFO - Epoch [137][940/940] lr: 5.613e-02, eta: 18:18:20, time: 1.325, data_time: 0.005, memory: 5021, top1_acc: 0.3935, top5_acc: 0.6406, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.2943 2020-07-30 02:22:34,337 - mmaction - INFO - Saving checkpoint at 137 epochs 2020-07-30 02:32:17,542 - mmaction - INFO - Epoch [138][20/940] lr: 5.373e-02, eta: 18:24:34, time: 29.082, data_time: 0.588, memory: 5021, top1_acc: 0.4105, top5_acc: 0.6443, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.2774 2020-07-30 02:32:44,981 - mmaction - INFO - Epoch [138][40/940] lr: 5.373e-02, eta: 18:23:57, time: 1.372, data_time: 0.004, memory: 5021, top1_acc: 0.4076, top5_acc: 0.6477, loss_cls: 2.6698, loss: 2.6698, grad_norm: 2.3099 2020-07-30 02:33:12,414 - mmaction - INFO - Epoch [138][60/940] lr: 5.373e-02, eta: 18:23:20, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.4053, top5_acc: 0.6451, loss_cls: 2.6805, loss: 2.6805, grad_norm: 2.2193 2020-07-30 02:33:39,930 - mmaction - INFO - Epoch [138][80/940] lr: 5.373e-02, eta: 18:22:44, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4008, top5_acc: 0.6439, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.2992 2020-07-30 02:34:07,320 - mmaction - INFO - Epoch [138][100/940] lr: 5.373e-02, eta: 18:22:07, time: 1.369, data_time: 0.004, memory: 5021, top1_acc: 0.4068, top5_acc: 0.6490, loss_cls: 2.6759, loss: 2.6759, grad_norm: 2.2866 2020-07-30 02:34:34,578 - mmaction - INFO - Epoch [138][120/940] lr: 5.373e-02, eta: 18:21:30, time: 1.363, data_time: 0.002, memory: 5021, top1_acc: 0.4092, top5_acc: 0.6453, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.2937 2020-07-30 02:35:01,915 - mmaction - INFO - Epoch [138][140/940] lr: 5.373e-02, eta: 18:20:53, time: 1.365, data_time: 0.005, memory: 5021, top1_acc: 0.3932, top5_acc: 0.6375, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.3993 2020-07-30 02:35:29,323 - mmaction - INFO - Epoch [138][160/940] lr: 5.373e-02, eta: 18:20:17, time: 1.371, data_time: 0.004, memory: 5021, top1_acc: 0.4123, top5_acc: 0.6549, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.3187 2020-07-30 02:35:56,990 - mmaction - INFO - Epoch [138][180/940] lr: 5.373e-02, eta: 18:19:40, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4033, top5_acc: 0.6438, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.3043 2020-07-30 02:36:24,527 - mmaction - INFO - Epoch [138][200/940] lr: 5.373e-02, eta: 18:19:03, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.3965, top5_acc: 0.6330, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.3108 2020-07-30 02:36:52,201 - mmaction - INFO - Epoch [138][220/940] lr: 5.373e-02, eta: 18:18:27, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4033, top5_acc: 0.6514, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.2904 2020-07-30 02:37:19,870 - mmaction - INFO - Epoch [138][240/940] lr: 5.373e-02, eta: 18:17:50, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4064, top5_acc: 0.6398, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.2634 2020-07-30 02:37:47,464 - mmaction - INFO - Epoch [138][260/940] lr: 5.373e-02, eta: 18:17:14, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4023, top5_acc: 0.6479, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.3073 2020-07-30 02:38:15,070 - mmaction - INFO - Epoch [138][280/940] lr: 5.373e-02, eta: 18:16:37, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3924, top5_acc: 0.6342, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.3302 2020-07-30 02:38:42,580 - mmaction - INFO - Epoch [138][300/940] lr: 5.373e-02, eta: 18:16:00, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.4061, top5_acc: 0.6527, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2794 2020-07-30 02:39:10,656 - mmaction - INFO - Epoch [138][320/940] lr: 5.373e-02, eta: 18:15:24, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.4018, top5_acc: 0.6514, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.3237 2020-07-30 02:39:38,270 - mmaction - INFO - Epoch [138][340/940] lr: 5.373e-02, eta: 18:14:48, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3877, top5_acc: 0.6434, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.3126 2020-07-30 02:40:06,217 - mmaction - INFO - Epoch [138][360/940] lr: 5.373e-02, eta: 18:14:11, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4039, top5_acc: 0.6371, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.2981 2020-07-30 02:40:33,961 - mmaction - INFO - Epoch [138][380/940] lr: 5.373e-02, eta: 18:13:35, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.4096, top5_acc: 0.6469, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.3617 2020-07-30 02:41:02,007 - mmaction - INFO - Epoch [138][400/940] lr: 5.373e-02, eta: 18:12:59, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4045, top5_acc: 0.6451, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.3173 2020-07-30 02:41:29,691 - mmaction - INFO - Epoch [138][420/940] lr: 5.373e-02, eta: 18:12:22, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.3928, top5_acc: 0.6424, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.3350 2020-07-30 02:41:57,568 - mmaction - INFO - Epoch [138][440/940] lr: 5.373e-02, eta: 18:11:46, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.3977, top5_acc: 0.6447, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.2869 2020-07-30 02:42:25,333 - mmaction - INFO - Epoch [138][460/940] lr: 5.373e-02, eta: 18:11:09, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4051, top5_acc: 0.6488, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2845 2020-07-30 02:42:53,777 - mmaction - INFO - Epoch [138][480/940] lr: 5.373e-02, eta: 18:10:34, time: 1.425, data_time: 0.005, memory: 5021, top1_acc: 0.4053, top5_acc: 0.6490, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.3363 2020-07-30 02:43:21,391 - mmaction - INFO - Epoch [138][500/940] lr: 5.373e-02, eta: 18:09:57, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.4045, top5_acc: 0.6404, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.3374 2020-07-30 02:43:49,054 - mmaction - INFO - Epoch [138][520/940] lr: 5.373e-02, eta: 18:09:21, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4121, top5_acc: 0.6512, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.2966 2020-07-30 02:44:16,617 - mmaction - INFO - Epoch [138][540/940] lr: 5.373e-02, eta: 18:08:44, time: 1.376, data_time: 0.004, memory: 5021, top1_acc: 0.3977, top5_acc: 0.6381, loss_cls: 2.7249, loss: 2.7249, grad_norm: 2.3476 2020-07-30 02:44:44,419 - mmaction - INFO - Epoch [138][560/940] lr: 5.373e-02, eta: 18:08:08, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4014, top5_acc: 0.6359, loss_cls: 2.7248, loss: 2.7248, grad_norm: 2.3379 2020-07-30 02:45:12,277 - mmaction - INFO - Epoch [138][580/940] lr: 5.373e-02, eta: 18:07:31, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3982, top5_acc: 0.6271, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.2775 2020-07-30 02:45:39,653 - mmaction - INFO - Epoch [138][600/940] lr: 5.373e-02, eta: 18:06:55, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4025, top5_acc: 0.6420, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.3156 2020-07-30 02:46:07,450 - mmaction - INFO - Epoch [138][620/940] lr: 5.373e-02, eta: 18:06:18, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3971, top5_acc: 0.6354, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.3353 2020-07-30 02:46:34,888 - mmaction - INFO - Epoch [138][640/940] lr: 5.373e-02, eta: 18:05:42, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.4064, top5_acc: 0.6406, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.2411 2020-07-30 02:47:02,667 - mmaction - INFO - Epoch [138][660/940] lr: 5.373e-02, eta: 18:05:05, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4084, top5_acc: 0.6436, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.3154 2020-07-30 02:47:30,189 - mmaction - INFO - Epoch [138][680/940] lr: 5.373e-02, eta: 18:04:29, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.4000, top5_acc: 0.6473, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.3232 2020-07-30 02:47:57,809 - mmaction - INFO - Epoch [138][700/940] lr: 5.373e-02, eta: 18:03:52, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.2795 2020-07-30 02:48:25,630 - mmaction - INFO - Epoch [138][720/940] lr: 5.373e-02, eta: 18:03:16, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.3949, top5_acc: 0.6412, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.3461 2020-07-30 02:48:53,381 - mmaction - INFO - Epoch [138][740/940] lr: 5.373e-02, eta: 18:02:40, time: 1.391, data_time: 0.007, memory: 5021, top1_acc: 0.3895, top5_acc: 0.6303, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.2961 2020-07-30 02:49:20,925 - mmaction - INFO - Epoch [138][760/940] lr: 5.373e-02, eta: 18:02:03, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4012, top5_acc: 0.6396, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.3150 2020-07-30 02:49:48,444 - mmaction - INFO - Epoch [138][780/940] lr: 5.373e-02, eta: 18:01:27, time: 1.379, data_time: 0.007, memory: 5021, top1_acc: 0.4088, top5_acc: 0.6439, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.2896 2020-07-30 02:50:16,227 - mmaction - INFO - Epoch [138][800/940] lr: 5.373e-02, eta: 18:00:51, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3990, top5_acc: 0.6461, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.3109 2020-07-30 02:50:43,833 - mmaction - INFO - Epoch [138][820/940] lr: 5.373e-02, eta: 18:00:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4061, top5_acc: 0.6516, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.2627 2020-07-30 02:51:11,784 - mmaction - INFO - Epoch [138][840/940] lr: 5.373e-02, eta: 17:59:38, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.3891, top5_acc: 0.6338, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.3279 2020-07-30 02:51:39,578 - mmaction - INFO - Epoch [138][860/940] lr: 5.373e-02, eta: 17:59:02, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.3957, top5_acc: 0.6385, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.3058 2020-07-30 02:52:07,266 - mmaction - INFO - Epoch [138][880/940] lr: 5.373e-02, eta: 17:58:25, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6412, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.3449 2020-07-30 02:52:34,721 - mmaction - INFO - Epoch [138][900/940] lr: 5.373e-02, eta: 17:57:49, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.3475 2020-07-30 02:53:02,441 - mmaction - INFO - Epoch [138][920/940] lr: 5.373e-02, eta: 17:57:13, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4039, top5_acc: 0.6393, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.3336 2020-07-30 02:53:29,147 - mmaction - INFO - Epoch [138][940/940] lr: 5.373e-02, eta: 17:56:36, time: 1.335, data_time: 0.005, memory: 5021, top1_acc: 0.3898, top5_acc: 0.6347, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.3634 2020-07-30 02:53:29,414 - mmaction - INFO - Saving checkpoint at 138 epochs 2020-07-30 02:57:37,405 - mmaction - INFO - Epoch [139][20/940] lr: 5.137e-02, eta: 17:58:35, time: 12.351, data_time: 0.351, memory: 5021, top1_acc: 0.3975, top5_acc: 0.6361, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.3501 2020-07-30 02:58:04,851 - mmaction - INFO - Epoch [139][40/940] lr: 5.137e-02, eta: 17:57:59, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4092, top5_acc: 0.6541, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.2859 2020-07-30 02:58:32,408 - mmaction - INFO - Epoch [139][60/940] lr: 5.137e-02, eta: 17:57:22, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4123, top5_acc: 0.6492, loss_cls: 2.6425, loss: 2.6425, grad_norm: 2.3315 2020-07-30 02:58:59,843 - mmaction - INFO - Epoch [139][80/940] lr: 5.137e-02, eta: 17:56:46, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4102, top5_acc: 0.6494, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.3592 2020-07-30 02:59:27,348 - mmaction - INFO - Epoch [139][100/940] lr: 5.137e-02, eta: 17:56:09, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4139, top5_acc: 0.6539, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.3306 2020-07-30 02:59:55,316 - mmaction - INFO - Epoch [139][120/940] lr: 5.137e-02, eta: 17:55:33, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4051, top5_acc: 0.6539, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.2838 2020-07-30 03:00:33,333 - mmaction - INFO - Epoch [139][140/940] lr: 5.137e-02, eta: 17:55:04, time: 1.890, data_time: 0.005, memory: 5021, top1_acc: 0.4059, top5_acc: 0.6451, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.3693 2020-07-30 03:01:01,231 - mmaction - INFO - Epoch [139][160/940] lr: 5.137e-02, eta: 17:54:28, time: 1.406, data_time: 0.020, memory: 5021, top1_acc: 0.4111, top5_acc: 0.6543, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.3670 2020-07-30 03:01:29,260 - mmaction - INFO - Epoch [139][180/940] lr: 5.137e-02, eta: 17:53:51, time: 1.399, data_time: 0.004, memory: 5021, top1_acc: 0.4109, top5_acc: 0.6516, loss_cls: 2.6471, loss: 2.6471, grad_norm: 2.3497 2020-07-30 03:01:57,101 - mmaction - INFO - Epoch [139][200/940] lr: 5.137e-02, eta: 17:53:15, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4031, top5_acc: 0.6543, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.3822 2020-07-30 03:02:25,144 - mmaction - INFO - Epoch [139][220/940] lr: 5.137e-02, eta: 17:52:39, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4053, top5_acc: 0.6375, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.3501 2020-07-30 03:02:52,789 - mmaction - INFO - Epoch [139][240/940] lr: 5.137e-02, eta: 17:52:03, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4021, top5_acc: 0.6441, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.3592 2020-07-30 03:03:20,933 - mmaction - INFO - Epoch [139][260/940] lr: 5.137e-02, eta: 17:51:27, time: 1.405, data_time: 0.004, memory: 5021, top1_acc: 0.4082, top5_acc: 0.6520, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.3247 2020-07-30 03:03:48,582 - mmaction - INFO - Epoch [139][280/940] lr: 5.137e-02, eta: 17:50:50, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4037, top5_acc: 0.6377, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.3948 2020-07-30 03:04:16,285 - mmaction - INFO - Epoch [139][300/940] lr: 5.137e-02, eta: 17:50:14, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.3979, top5_acc: 0.6451, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.3393 2020-07-30 03:04:43,918 - mmaction - INFO - Epoch [139][320/940] lr: 5.137e-02, eta: 17:49:37, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.3955, top5_acc: 0.6346, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.3436 2020-07-30 03:05:11,714 - mmaction - INFO - Epoch [139][340/940] lr: 5.137e-02, eta: 17:49:01, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.3998, top5_acc: 0.6377, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.3184 2020-07-30 03:05:39,708 - mmaction - INFO - Epoch [139][360/940] lr: 5.137e-02, eta: 17:48:25, time: 1.400, data_time: 0.003, memory: 5021, top1_acc: 0.4154, top5_acc: 0.6439, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.3280 2020-07-30 03:06:07,338 - mmaction - INFO - Epoch [139][380/940] lr: 5.137e-02, eta: 17:47:49, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.3977, top5_acc: 0.6482, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.3676 2020-07-30 03:06:34,942 - mmaction - INFO - Epoch [139][400/940] lr: 5.137e-02, eta: 17:47:12, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.3934, top5_acc: 0.6377, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.3680 2020-07-30 03:07:03,059 - mmaction - INFO - Epoch [139][420/940] lr: 5.137e-02, eta: 17:46:36, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4057, top5_acc: 0.6383, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.3156 2020-07-30 03:07:30,617 - mmaction - INFO - Epoch [139][440/940] lr: 5.137e-02, eta: 17:46:00, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4037, top5_acc: 0.6400, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.3368 2020-07-30 03:07:58,704 - mmaction - INFO - Epoch [139][460/940] lr: 5.137e-02, eta: 17:45:24, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.4102, top5_acc: 0.6512, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.3406 2020-07-30 03:08:26,277 - mmaction - INFO - Epoch [139][480/940] lr: 5.137e-02, eta: 17:44:47, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4082, top5_acc: 0.6514, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.3301 2020-07-30 03:08:54,298 - mmaction - INFO - Epoch [139][500/940] lr: 5.137e-02, eta: 17:44:11, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4154, top5_acc: 0.6467, loss_cls: 2.6422, loss: 2.6422, grad_norm: 2.3279 2020-07-30 03:09:22,439 - mmaction - INFO - Epoch [139][520/940] lr: 5.137e-02, eta: 17:43:35, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.4115, top5_acc: 0.6521, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3501 2020-07-30 03:09:50,301 - mmaction - INFO - Epoch [139][540/940] lr: 5.137e-02, eta: 17:42:59, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4062, top5_acc: 0.6506, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.3752 2020-07-30 03:10:17,972 - mmaction - INFO - Epoch [139][560/940] lr: 5.137e-02, eta: 17:42:23, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.3963, top5_acc: 0.6383, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.4074 2020-07-30 03:10:46,304 - mmaction - INFO - Epoch [139][580/940] lr: 5.137e-02, eta: 17:41:47, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.3980, top5_acc: 0.6428, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.3359 2020-07-30 03:11:14,352 - mmaction - INFO - Epoch [139][600/940] lr: 5.137e-02, eta: 17:41:11, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6416, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.3643 2020-07-30 03:11:42,779 - mmaction - INFO - Epoch [139][620/940] lr: 5.137e-02, eta: 17:40:35, time: 1.424, data_time: 0.006, memory: 5021, top1_acc: 0.4029, top5_acc: 0.6453, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.3417 2020-07-30 03:12:10,555 - mmaction - INFO - Epoch [139][640/940] lr: 5.137e-02, eta: 17:39:59, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.4010, top5_acc: 0.6385, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.3574 2020-07-30 03:12:38,188 - mmaction - INFO - Epoch [139][660/940] lr: 5.137e-02, eta: 17:39:23, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.3934, top5_acc: 0.6543, loss_cls: 2.6714, loss: 2.6714, grad_norm: 2.3235 2020-07-30 03:13:05,696 - mmaction - INFO - Epoch [139][680/940] lr: 5.137e-02, eta: 17:38:46, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4025, top5_acc: 0.6357, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.3183 2020-07-30 03:13:33,439 - mmaction - INFO - Epoch [139][700/940] lr: 5.137e-02, eta: 17:38:10, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.3973, top5_acc: 0.6381, loss_cls: 2.7223, loss: 2.7223, grad_norm: 2.3337 2020-07-30 03:14:01,213 - mmaction - INFO - Epoch [139][720/940] lr: 5.137e-02, eta: 17:37:34, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4162, top5_acc: 0.6484, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.3175 2020-07-30 03:14:28,992 - mmaction - INFO - Epoch [139][740/940] lr: 5.137e-02, eta: 17:36:58, time: 1.388, data_time: 0.007, memory: 5021, top1_acc: 0.4045, top5_acc: 0.6420, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.3272 2020-07-30 03:14:56,894 - mmaction - INFO - Epoch [139][760/940] lr: 5.137e-02, eta: 17:36:22, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4049, top5_acc: 0.6400, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.2993 2020-07-30 03:15:24,499 - mmaction - INFO - Epoch [139][780/940] lr: 5.137e-02, eta: 17:35:46, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4125, top5_acc: 0.6488, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.3239 2020-07-30 03:15:52,052 - mmaction - INFO - Epoch [139][800/940] lr: 5.137e-02, eta: 17:35:09, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.4236, top5_acc: 0.6547, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.3361 2020-07-30 03:16:19,956 - mmaction - INFO - Epoch [139][820/940] lr: 5.137e-02, eta: 17:34:33, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4004, top5_acc: 0.6488, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.4047 2020-07-30 03:16:47,799 - mmaction - INFO - Epoch [139][840/940] lr: 5.137e-02, eta: 17:33:57, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.3953, top5_acc: 0.6334, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.3694 2020-07-30 03:17:15,331 - mmaction - INFO - Epoch [139][860/940] lr: 5.137e-02, eta: 17:33:21, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4055, top5_acc: 0.6430, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.3337 2020-07-30 03:17:43,059 - mmaction - INFO - Epoch [139][880/940] lr: 5.137e-02, eta: 17:32:45, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4074, top5_acc: 0.6400, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.3419 2020-07-30 03:18:10,915 - mmaction - INFO - Epoch [139][900/940] lr: 5.137e-02, eta: 17:32:09, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.3951, top5_acc: 0.6355, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.3870 2020-07-30 03:18:39,133 - mmaction - INFO - Epoch [139][920/940] lr: 5.137e-02, eta: 17:31:33, time: 1.411, data_time: 0.002, memory: 5021, top1_acc: 0.4076, top5_acc: 0.6445, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.3417 2020-07-30 03:19:05,704 - mmaction - INFO - Epoch [139][940/940] lr: 5.137e-02, eta: 17:30:56, time: 1.327, data_time: 0.006, memory: 5021, top1_acc: 0.3977, top5_acc: 0.6347, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.3986 2020-07-30 03:19:06,063 - mmaction - INFO - Saving checkpoint at 139 epochs 2020-07-30 03:22:12,746 - mmaction - INFO - Epoch [140][20/940] lr: 4.906e-02, eta: 17:32:08, time: 9.285, data_time: 0.564, memory: 5021, top1_acc: 0.4090, top5_acc: 0.6584, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.3565 2020-07-30 03:22:40,193 - mmaction - INFO - Epoch [140][40/940] lr: 4.906e-02, eta: 17:31:31, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4023, top5_acc: 0.6480, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.3828 2020-07-30 03:23:07,862 - mmaction - INFO - Epoch [140][60/940] lr: 4.906e-02, eta: 17:30:55, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.3031 2020-07-30 03:23:35,524 - mmaction - INFO - Epoch [140][80/940] lr: 4.906e-02, eta: 17:30:19, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4098, top5_acc: 0.6469, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.3623 2020-07-30 03:24:03,339 - mmaction - INFO - Epoch [140][100/940] lr: 4.906e-02, eta: 17:29:42, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4197, top5_acc: 0.6480, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.3294 2020-07-30 03:24:31,328 - mmaction - INFO - Epoch [140][120/940] lr: 4.906e-02, eta: 17:29:06, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.3514 2020-07-30 03:24:59,557 - mmaction - INFO - Epoch [140][140/940] lr: 4.906e-02, eta: 17:28:31, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.4215, top5_acc: 0.6658, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.3647 2020-07-30 03:25:27,141 - mmaction - INFO - Epoch [140][160/940] lr: 4.906e-02, eta: 17:27:54, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.4053, top5_acc: 0.6521, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.3647 2020-07-30 03:25:54,797 - mmaction - INFO - Epoch [140][180/940] lr: 4.906e-02, eta: 17:27:18, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.3984, top5_acc: 0.6525, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.3546 2020-07-30 03:26:22,429 - mmaction - INFO - Epoch [140][200/940] lr: 4.906e-02, eta: 17:26:42, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4098, top5_acc: 0.6523, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.3580 2020-07-30 03:26:50,433 - mmaction - INFO - Epoch [140][220/940] lr: 4.906e-02, eta: 17:26:06, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.4057, top5_acc: 0.6535, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.3793 2020-07-30 03:27:18,419 - mmaction - INFO - Epoch [140][240/940] lr: 4.906e-02, eta: 17:25:30, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4076, top5_acc: 0.6514, loss_cls: 2.6712, loss: 2.6712, grad_norm: 2.3813 2020-07-30 03:27:46,033 - mmaction - INFO - Epoch [140][260/940] lr: 4.906e-02, eta: 17:24:54, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4121, top5_acc: 0.6639, loss_cls: 2.6169, loss: 2.6169, grad_norm: 2.3754 2020-07-30 03:28:13,840 - mmaction - INFO - Epoch [140][280/940] lr: 4.906e-02, eta: 17:24:18, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4039, top5_acc: 0.6541, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.3758 2020-07-30 03:28:41,448 - mmaction - INFO - Epoch [140][300/940] lr: 4.906e-02, eta: 17:23:41, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4189, top5_acc: 0.6629, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.3568 2020-07-30 03:29:09,226 - mmaction - INFO - Epoch [140][320/940] lr: 4.906e-02, eta: 17:23:05, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.4070, top5_acc: 0.6422, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.3909 2020-07-30 03:29:37,425 - mmaction - INFO - Epoch [140][340/940] lr: 4.906e-02, eta: 17:22:29, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4059, top5_acc: 0.6535, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.3667 2020-07-30 03:30:05,519 - mmaction - INFO - Epoch [140][360/940] lr: 4.906e-02, eta: 17:21:54, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.4109, top5_acc: 0.6480, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.3770 2020-07-30 03:30:33,037 - mmaction - INFO - Epoch [140][380/940] lr: 4.906e-02, eta: 17:21:17, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.4223, top5_acc: 0.6693, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.3721 2020-07-30 03:31:00,830 - mmaction - INFO - Epoch [140][400/940] lr: 4.906e-02, eta: 17:20:41, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4211, top5_acc: 0.6512, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.3788 2020-07-30 03:31:28,704 - mmaction - INFO - Epoch [140][420/940] lr: 4.906e-02, eta: 17:20:05, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6402, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.3699 2020-07-30 03:31:56,449 - mmaction - INFO - Epoch [140][440/940] lr: 4.906e-02, eta: 17:19:29, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4207, top5_acc: 0.6439, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.3826 2020-07-30 03:32:24,040 - mmaction - INFO - Epoch [140][460/940] lr: 4.906e-02, eta: 17:18:53, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.3467 2020-07-30 03:32:52,023 - mmaction - INFO - Epoch [140][480/940] lr: 4.906e-02, eta: 17:18:17, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.3984, top5_acc: 0.6488, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.3585 2020-07-30 03:33:19,672 - mmaction - INFO - Epoch [140][500/940] lr: 4.906e-02, eta: 17:17:41, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.3885, top5_acc: 0.6371, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.3451 2020-07-30 03:33:47,455 - mmaction - INFO - Epoch [140][520/940] lr: 4.906e-02, eta: 17:17:05, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.4111, top5_acc: 0.6516, loss_cls: 2.6646, loss: 2.6646, grad_norm: 2.4056 2020-07-30 03:34:15,764 - mmaction - INFO - Epoch [140][540/940] lr: 4.906e-02, eta: 17:16:29, time: 1.412, data_time: 0.002, memory: 5021, top1_acc: 0.4133, top5_acc: 0.6484, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.3444 2020-07-30 03:34:43,425 - mmaction - INFO - Epoch [140][560/940] lr: 4.906e-02, eta: 17:15:53, time: 1.386, data_time: 0.007, memory: 5021, top1_acc: 0.3992, top5_acc: 0.6504, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.3998 2020-07-30 03:35:11,230 - mmaction - INFO - Epoch [140][580/940] lr: 4.906e-02, eta: 17:15:17, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6340, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.3933 2020-07-30 03:35:38,803 - mmaction - INFO - Epoch [140][600/940] lr: 4.906e-02, eta: 17:14:41, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.4145, top5_acc: 0.6533, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.3984 2020-07-30 03:36:07,041 - mmaction - INFO - Epoch [140][620/940] lr: 4.906e-02, eta: 17:14:05, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.4121, top5_acc: 0.6516, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.3682 2020-07-30 03:36:34,582 - mmaction - INFO - Epoch [140][640/940] lr: 4.906e-02, eta: 17:13:29, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.4076, top5_acc: 0.6404, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.3458 2020-07-30 03:37:02,131 - mmaction - INFO - Epoch [140][660/940] lr: 4.906e-02, eta: 17:12:53, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.4119, top5_acc: 0.6512, loss_cls: 2.6698, loss: 2.6698, grad_norm: 2.3910 2020-07-30 03:37:30,052 - mmaction - INFO - Epoch [140][680/940] lr: 4.906e-02, eta: 17:12:17, time: 1.397, data_time: 0.004, memory: 5021, top1_acc: 0.4023, top5_acc: 0.6424, loss_cls: 2.7020, loss: 2.7020, grad_norm: 2.3888 2020-07-30 03:37:57,766 - mmaction - INFO - Epoch [140][700/940] lr: 4.906e-02, eta: 17:11:41, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6512, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.3834 2020-07-30 03:38:25,583 - mmaction - INFO - Epoch [140][720/940] lr: 4.906e-02, eta: 17:11:05, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4154, top5_acc: 0.6484, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.3808 2020-07-30 03:38:53,020 - mmaction - INFO - Epoch [140][740/940] lr: 4.906e-02, eta: 17:10:29, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4072, top5_acc: 0.6426, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.4328 2020-07-30 03:39:21,137 - mmaction - INFO - Epoch [140][760/940] lr: 4.906e-02, eta: 17:09:53, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4104, top5_acc: 0.6426, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.3881 2020-07-30 03:39:48,934 - mmaction - INFO - Epoch [140][780/940] lr: 4.906e-02, eta: 17:09:17, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4041, top5_acc: 0.6469, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.3598 2020-07-30 03:40:16,777 - mmaction - INFO - Epoch [140][800/940] lr: 4.906e-02, eta: 17:08:41, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.4209, top5_acc: 0.6516, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.3318 2020-07-30 03:40:44,595 - mmaction - INFO - Epoch [140][820/940] lr: 4.906e-02, eta: 17:08:05, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.4107, top5_acc: 0.6518, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.3949 2020-07-30 03:41:12,100 - mmaction - INFO - Epoch [140][840/940] lr: 4.906e-02, eta: 17:07:29, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4027, top5_acc: 0.6406, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.4163 2020-07-30 03:41:39,896 - mmaction - INFO - Epoch [140][860/940] lr: 4.906e-02, eta: 17:06:53, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4109, top5_acc: 0.6482, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.4029 2020-07-30 03:42:07,732 - mmaction - INFO - Epoch [140][880/940] lr: 4.906e-02, eta: 17:06:17, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.4072, top5_acc: 0.6523, loss_cls: 2.6602, loss: 2.6602, grad_norm: 2.3587 2020-07-30 03:42:35,669 - mmaction - INFO - Epoch [140][900/940] lr: 4.906e-02, eta: 17:05:41, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.4098, top5_acc: 0.6531, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3835 2020-07-30 03:43:03,560 - mmaction - INFO - Epoch [140][920/940] lr: 4.906e-02, eta: 17:05:05, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.3996, top5_acc: 0.6379, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.3862 2020-07-30 03:43:30,538 - mmaction - INFO - Epoch [140][940/940] lr: 4.906e-02, eta: 17:04:29, time: 1.351, data_time: 0.006, memory: 5021, top1_acc: 0.3943, top5_acc: 0.6335, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.3941 2020-07-30 03:43:30,768 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-07-30 03:49:14,624 - mmaction - INFO - Epoch [141][20/940] lr: 4.679e-02, eta: 17:07:20, time: 17.146, data_time: 0.370, memory: 5021, top1_acc: 0.4070, top5_acc: 0.6590, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.3189 2020-07-30 03:49:41,869 - mmaction - INFO - Epoch [141][40/940] lr: 4.679e-02, eta: 17:06:43, time: 1.362, data_time: 0.005, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6609, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.3775 2020-07-30 03:50:10,099 - mmaction - INFO - Epoch [141][60/940] lr: 4.679e-02, eta: 17:06:07, time: 1.412, data_time: 0.007, memory: 5021, top1_acc: 0.4166, top5_acc: 0.6549, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.3817 2020-07-30 03:50:37,838 - mmaction - INFO - Epoch [141][80/940] lr: 4.679e-02, eta: 17:05:31, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4186, top5_acc: 0.6510, loss_cls: 2.6507, loss: 2.6507, grad_norm: 2.3399 2020-07-30 03:51:05,482 - mmaction - INFO - Epoch [141][100/940] lr: 4.679e-02, eta: 17:04:55, time: 1.382, data_time: 0.003, memory: 5021, top1_acc: 0.4137, top5_acc: 0.6512, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.3708 2020-07-30 03:51:33,481 - mmaction - INFO - Epoch [141][120/940] lr: 4.679e-02, eta: 17:04:19, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.4172, top5_acc: 0.6611, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.3988 2020-07-30 03:52:01,313 - mmaction - INFO - Epoch [141][140/940] lr: 4.679e-02, eta: 17:03:43, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.4223, top5_acc: 0.6557, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.3504 2020-07-30 03:52:29,357 - mmaction - INFO - Epoch [141][160/940] lr: 4.679e-02, eta: 17:03:07, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.4123, top5_acc: 0.6561, loss_cls: 2.6394, loss: 2.6394, grad_norm: 2.3359 2020-07-30 03:52:57,482 - mmaction - INFO - Epoch [141][180/940] lr: 4.679e-02, eta: 17:02:31, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4006, top5_acc: 0.6523, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.4192 2020-07-30 03:53:25,395 - mmaction - INFO - Epoch [141][200/940] lr: 4.679e-02, eta: 17:01:55, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.4133, top5_acc: 0.6428, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.3570 2020-07-30 03:53:53,383 - mmaction - INFO - Epoch [141][220/940] lr: 4.679e-02, eta: 17:01:20, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4148, top5_acc: 0.6549, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.4216 2020-07-30 03:54:21,260 - mmaction - INFO - Epoch [141][240/940] lr: 4.679e-02, eta: 17:00:44, time: 1.397, data_time: 0.007, memory: 5021, top1_acc: 0.4176, top5_acc: 0.6541, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.4303 2020-07-30 03:54:49,040 - mmaction - INFO - Epoch [141][260/940] lr: 4.679e-02, eta: 17:00:08, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.4145, top5_acc: 0.6525, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.4160 2020-07-30 03:55:17,186 - mmaction - INFO - Epoch [141][280/940] lr: 4.679e-02, eta: 16:59:32, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4117, top5_acc: 0.6514, loss_cls: 2.6394, loss: 2.6394, grad_norm: 2.3920 2020-07-30 03:55:44,968 - mmaction - INFO - Epoch [141][300/940] lr: 4.679e-02, eta: 16:58:56, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.4133, top5_acc: 0.6469, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.4338 2020-07-30 03:56:12,580 - mmaction - INFO - Epoch [141][320/940] lr: 4.679e-02, eta: 16:58:20, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4078, top5_acc: 0.6549, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.4170 2020-07-30 03:56:40,313 - mmaction - INFO - Epoch [141][340/940] lr: 4.679e-02, eta: 16:57:44, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.4098, top5_acc: 0.6600, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.4044 2020-07-30 03:57:08,252 - mmaction - INFO - Epoch [141][360/940] lr: 4.679e-02, eta: 16:57:08, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4076, top5_acc: 0.6475, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.4357 2020-07-30 03:57:36,117 - mmaction - INFO - Epoch [141][380/940] lr: 4.679e-02, eta: 16:56:32, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4203, top5_acc: 0.6568, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.4305 2020-07-30 03:58:03,707 - mmaction - INFO - Epoch [141][400/940] lr: 4.679e-02, eta: 16:55:56, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.4068, top5_acc: 0.6477, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.4507 2020-07-30 03:58:31,703 - mmaction - INFO - Epoch [141][420/940] lr: 4.679e-02, eta: 16:55:20, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4162, top5_acc: 0.6543, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.4034 2020-07-30 03:58:59,454 - mmaction - INFO - Epoch [141][440/940] lr: 4.679e-02, eta: 16:54:44, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4174, top5_acc: 0.6605, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.3983 2020-07-30 03:59:27,041 - mmaction - INFO - Epoch [141][460/940] lr: 4.679e-02, eta: 16:54:08, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4215, top5_acc: 0.6525, loss_cls: 2.6319, loss: 2.6319, grad_norm: 2.3966 2020-07-30 03:59:54,939 - mmaction - INFO - Epoch [141][480/940] lr: 4.679e-02, eta: 16:53:32, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4072, top5_acc: 0.6533, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.5084 2020-07-30 04:00:32,390 - mmaction - INFO - Epoch [141][500/940] lr: 4.679e-02, eta: 16:53:02, time: 1.860, data_time: 0.013, memory: 5021, top1_acc: 0.4115, top5_acc: 0.6482, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.4366 2020-07-30 04:01:00,234 - mmaction - INFO - Epoch [141][520/940] lr: 4.679e-02, eta: 16:52:26, time: 1.405, data_time: 0.026, memory: 5021, top1_acc: 0.4047, top5_acc: 0.6488, loss_cls: 2.6719, loss: 2.6719, grad_norm: 2.4617 2020-07-30 04:01:28,010 - mmaction - INFO - Epoch [141][540/940] lr: 4.679e-02, eta: 16:51:50, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4135, top5_acc: 0.6514, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.3891 2020-07-30 04:01:55,560 - mmaction - INFO - Epoch [141][560/940] lr: 4.679e-02, eta: 16:51:14, time: 1.378, data_time: 0.003, memory: 5021, top1_acc: 0.4111, top5_acc: 0.6562, loss_cls: 2.6417, loss: 2.6417, grad_norm: 2.4009 2020-07-30 04:02:23,295 - mmaction - INFO - Epoch [141][580/940] lr: 4.679e-02, eta: 16:50:38, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4102, top5_acc: 0.6377, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.4138 2020-07-30 04:02:50,915 - mmaction - INFO - Epoch [141][600/940] lr: 4.679e-02, eta: 16:50:02, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4023, top5_acc: 0.6572, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.4231 2020-07-30 04:03:19,093 - mmaction - INFO - Epoch [141][620/940] lr: 4.679e-02, eta: 16:49:26, time: 1.409, data_time: 0.006, memory: 5021, top1_acc: 0.4088, top5_acc: 0.6484, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.4123 2020-07-30 04:03:46,795 - mmaction - INFO - Epoch [141][640/940] lr: 4.679e-02, eta: 16:48:50, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.4100, top5_acc: 0.6510, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.3741 2020-07-30 04:04:14,369 - mmaction - INFO - Epoch [141][660/940] lr: 4.679e-02, eta: 16:48:14, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4090, top5_acc: 0.6535, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.3948 2020-07-30 04:04:42,092 - mmaction - INFO - Epoch [141][680/940] lr: 4.679e-02, eta: 16:47:38, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4148, top5_acc: 0.6512, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.3802 2020-07-30 04:05:10,692 - mmaction - INFO - Epoch [141][700/940] lr: 4.679e-02, eta: 16:47:03, time: 1.430, data_time: 0.006, memory: 5021, top1_acc: 0.4215, top5_acc: 0.6520, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.3985 2020-07-30 04:05:38,239 - mmaction - INFO - Epoch [141][720/940] lr: 4.679e-02, eta: 16:46:27, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.4184, top5_acc: 0.6486, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.4032 2020-07-30 04:06:06,038 - mmaction - INFO - Epoch [141][740/940] lr: 4.679e-02, eta: 16:45:51, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.3924, top5_acc: 0.6377, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.4448 2020-07-30 04:06:33,565 - mmaction - INFO - Epoch [141][760/940] lr: 4.679e-02, eta: 16:45:15, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4238, top5_acc: 0.6557, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.4180 2020-07-30 04:07:01,437 - mmaction - INFO - Epoch [141][780/940] lr: 4.679e-02, eta: 16:44:39, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4279, top5_acc: 0.6561, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.4327 2020-07-30 04:07:29,466 - mmaction - INFO - Epoch [141][800/940] lr: 4.679e-02, eta: 16:44:03, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.4137, top5_acc: 0.6525, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.4748 2020-07-30 04:07:57,064 - mmaction - INFO - Epoch [141][820/940] lr: 4.679e-02, eta: 16:43:27, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.4166, top5_acc: 0.6521, loss_cls: 2.6288, loss: 2.6288, grad_norm: 2.4733 2020-07-30 04:08:24,832 - mmaction - INFO - Epoch [141][840/940] lr: 4.679e-02, eta: 16:42:52, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4133, top5_acc: 0.6494, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.4281 2020-07-30 04:08:52,613 - mmaction - INFO - Epoch [141][860/940] lr: 4.679e-02, eta: 16:42:16, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4135, top5_acc: 0.6689, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.4290 2020-07-30 04:09:20,229 - mmaction - INFO - Epoch [141][880/940] lr: 4.679e-02, eta: 16:41:40, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.4309 2020-07-30 04:09:48,067 - mmaction - INFO - Epoch [141][900/940] lr: 4.679e-02, eta: 16:41:04, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4137, top5_acc: 0.6496, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.3966 2020-07-30 04:10:15,938 - mmaction - INFO - Epoch [141][920/940] lr: 4.679e-02, eta: 16:40:28, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4123, top5_acc: 0.6533, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.4615 2020-07-30 04:10:42,741 - mmaction - INFO - Epoch [141][940/940] lr: 4.679e-02, eta: 16:39:52, time: 1.342, data_time: 0.005, memory: 5021, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.4952 2020-07-30 04:10:43,154 - mmaction - INFO - Saving checkpoint at 141 epochs 2020-07-30 04:19:36,095 - mmaction - INFO - Epoch [142][20/940] lr: 4.457e-02, eta: 16:44:32, time: 26.578, data_time: 0.579, memory: 5021, top1_acc: 0.4094, top5_acc: 0.6484, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.4171 2020-07-30 04:20:03,521 - mmaction - INFO - Epoch [142][40/940] lr: 4.457e-02, eta: 16:43:56, time: 1.373, data_time: 0.006, memory: 5021, top1_acc: 0.4135, top5_acc: 0.6510, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.4291 2020-07-30 04:20:30,878 - mmaction - INFO - Epoch [142][60/940] lr: 4.457e-02, eta: 16:43:20, time: 1.368, data_time: 0.003, memory: 5021, top1_acc: 0.4189, top5_acc: 0.6510, loss_cls: 2.6537, loss: 2.6537, grad_norm: 2.4050 2020-07-30 04:20:58,112 - mmaction - INFO - Epoch [142][80/940] lr: 4.457e-02, eta: 16:42:43, time: 1.360, data_time: 0.005, memory: 5021, top1_acc: 0.4217, top5_acc: 0.6600, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.3684 2020-07-30 04:21:25,419 - mmaction - INFO - Epoch [142][100/940] lr: 4.457e-02, eta: 16:42:07, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.4107, top5_acc: 0.6611, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.4388 2020-07-30 04:21:53,071 - mmaction - INFO - Epoch [142][120/940] lr: 4.457e-02, eta: 16:41:31, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4158, top5_acc: 0.6566, loss_cls: 2.6177, loss: 2.6177, grad_norm: 2.4448 2020-07-30 04:22:20,603 - mmaction - INFO - Epoch [142][140/940] lr: 4.457e-02, eta: 16:40:54, time: 1.375, data_time: 0.003, memory: 5021, top1_acc: 0.4176, top5_acc: 0.6604, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.4159 2020-07-30 04:22:48,021 - mmaction - INFO - Epoch [142][160/940] lr: 4.457e-02, eta: 16:40:18, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4150, top5_acc: 0.6500, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.4486 2020-07-30 04:23:15,753 - mmaction - INFO - Epoch [142][180/940] lr: 4.457e-02, eta: 16:39:42, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4062, top5_acc: 0.6496, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.4711 2020-07-30 04:23:43,599 - mmaction - INFO - Epoch [142][200/940] lr: 4.457e-02, eta: 16:39:06, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4201, top5_acc: 0.6592, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.4315 2020-07-30 04:24:11,457 - mmaction - INFO - Epoch [142][220/940] lr: 4.457e-02, eta: 16:38:30, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4119, top5_acc: 0.6611, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.4239 2020-07-30 04:24:39,075 - mmaction - INFO - Epoch [142][240/940] lr: 4.457e-02, eta: 16:37:54, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4164, top5_acc: 0.6619, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.4449 2020-07-30 04:25:07,079 - mmaction - INFO - Epoch [142][260/940] lr: 4.457e-02, eta: 16:37:18, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4189, top5_acc: 0.6658, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.4252 2020-07-30 04:25:34,977 - mmaction - INFO - Epoch [142][280/940] lr: 4.457e-02, eta: 16:36:42, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.4201, top5_acc: 0.6596, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.4365 2020-07-30 04:26:02,579 - mmaction - INFO - Epoch [142][300/940] lr: 4.457e-02, eta: 16:36:06, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.4213, top5_acc: 0.6654, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.3831 2020-07-30 04:26:30,546 - mmaction - INFO - Epoch [142][320/940] lr: 4.457e-02, eta: 16:35:30, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4227, top5_acc: 0.6521, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.4666 2020-07-30 04:26:58,638 - mmaction - INFO - Epoch [142][340/940] lr: 4.457e-02, eta: 16:34:54, time: 1.405, data_time: 0.002, memory: 5021, top1_acc: 0.4156, top5_acc: 0.6596, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.4627 2020-07-30 04:27:26,929 - mmaction - INFO - Epoch [142][360/940] lr: 4.457e-02, eta: 16:34:18, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.4254, top5_acc: 0.6625, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.3989 2020-07-30 04:27:54,698 - mmaction - INFO - Epoch [142][380/940] lr: 4.457e-02, eta: 16:33:42, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.4096, top5_acc: 0.6436, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.4685 2020-07-30 04:28:22,440 - mmaction - INFO - Epoch [142][400/940] lr: 4.457e-02, eta: 16:33:06, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4135, top5_acc: 0.6559, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.4233 2020-07-30 04:28:50,060 - mmaction - INFO - Epoch [142][420/940] lr: 4.457e-02, eta: 16:32:30, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4020, top5_acc: 0.6480, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.4943 2020-07-30 04:29:17,798 - mmaction - INFO - Epoch [142][440/940] lr: 4.457e-02, eta: 16:31:54, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4123, top5_acc: 0.6516, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.4659 2020-07-30 04:29:45,600 - mmaction - INFO - Epoch [142][460/940] lr: 4.457e-02, eta: 16:31:18, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4074, top5_acc: 0.6467, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.4452 2020-07-30 04:30:13,271 - mmaction - INFO - Epoch [142][480/940] lr: 4.457e-02, eta: 16:30:42, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4158, top5_acc: 0.6639, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.4036 2020-07-30 04:30:41,017 - mmaction - INFO - Epoch [142][500/940] lr: 4.457e-02, eta: 16:30:06, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4107, top5_acc: 0.6553, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.4643 2020-07-30 04:31:08,860 - mmaction - INFO - Epoch [142][520/940] lr: 4.457e-02, eta: 16:29:30, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.4154, top5_acc: 0.6545, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.4822 2020-07-30 04:31:36,415 - mmaction - INFO - Epoch [142][540/940] lr: 4.457e-02, eta: 16:28:54, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.4178, top5_acc: 0.6613, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.4131 2020-07-30 04:32:04,147 - mmaction - INFO - Epoch [142][560/940] lr: 4.457e-02, eta: 16:28:18, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4176, top5_acc: 0.6467, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.4834 2020-07-30 04:32:31,765 - mmaction - INFO - Epoch [142][580/940] lr: 4.457e-02, eta: 16:27:42, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4100, top5_acc: 0.6463, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.4593 2020-07-30 04:33:00,189 - mmaction - INFO - Epoch [142][600/940] lr: 4.457e-02, eta: 16:27:06, time: 1.419, data_time: 0.002, memory: 5021, top1_acc: 0.4199, top5_acc: 0.6553, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.3714 2020-07-30 04:33:28,684 - mmaction - INFO - Epoch [142][620/940] lr: 4.457e-02, eta: 16:26:31, time: 1.426, data_time: 0.009, memory: 5021, top1_acc: 0.4211, top5_acc: 0.6566, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.3846 2020-07-30 04:33:56,648 - mmaction - INFO - Epoch [142][640/940] lr: 4.457e-02, eta: 16:25:55, time: 1.400, data_time: 0.004, memory: 5021, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.4487 2020-07-30 04:34:24,753 - mmaction - INFO - Epoch [142][660/940] lr: 4.457e-02, eta: 16:25:19, time: 1.404, data_time: 0.004, memory: 5021, top1_acc: 0.4322, top5_acc: 0.6617, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.4546 2020-07-30 04:34:53,097 - mmaction - INFO - Epoch [142][680/940] lr: 4.457e-02, eta: 16:24:44, time: 1.418, data_time: 0.004, memory: 5021, top1_acc: 0.4219, top5_acc: 0.6551, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.4647 2020-07-30 04:35:21,478 - mmaction - INFO - Epoch [142][700/940] lr: 4.457e-02, eta: 16:24:08, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.4199, top5_acc: 0.6652, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.4609 2020-07-30 04:35:49,535 - mmaction - INFO - Epoch [142][720/940] lr: 4.457e-02, eta: 16:23:32, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.4168, top5_acc: 0.6545, loss_cls: 2.6549, loss: 2.6549, grad_norm: 2.3816 2020-07-30 04:36:17,873 - mmaction - INFO - Epoch [142][740/940] lr: 4.457e-02, eta: 16:22:57, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.4016, top5_acc: 0.6486, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.4492 2020-07-30 04:36:46,281 - mmaction - INFO - Epoch [142][760/940] lr: 4.457e-02, eta: 16:22:21, time: 1.420, data_time: 0.004, memory: 5021, top1_acc: 0.4053, top5_acc: 0.6498, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.4355 2020-07-30 04:37:14,534 - mmaction - INFO - Epoch [142][780/940] lr: 4.457e-02, eta: 16:21:46, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.4305, top5_acc: 0.6678, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.4038 2020-07-30 04:37:42,206 - mmaction - INFO - Epoch [142][800/940] lr: 4.457e-02, eta: 16:21:10, time: 1.387, data_time: 0.007, memory: 5021, top1_acc: 0.4176, top5_acc: 0.6588, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.4962 2020-07-30 04:38:09,946 - mmaction - INFO - Epoch [142][820/940] lr: 4.457e-02, eta: 16:20:34, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4188, top5_acc: 0.6654, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.4243 2020-07-30 04:38:37,513 - mmaction - INFO - Epoch [142][840/940] lr: 4.457e-02, eta: 16:19:58, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.4105, top5_acc: 0.6490, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.5056 2020-07-30 04:39:05,675 - mmaction - INFO - Epoch [142][860/940] lr: 4.457e-02, eta: 16:19:22, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4229, top5_acc: 0.6586, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.4510 2020-07-30 04:39:33,959 - mmaction - INFO - Epoch [142][880/940] lr: 4.457e-02, eta: 16:18:47, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.4229, top5_acc: 0.6713, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.4345 2020-07-30 04:40:01,829 - mmaction - INFO - Epoch [142][900/940] lr: 4.457e-02, eta: 16:18:11, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4125, top5_acc: 0.6479, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.4987 2020-07-30 04:40:29,524 - mmaction - INFO - Epoch [142][920/940] lr: 4.457e-02, eta: 16:17:35, time: 1.385, data_time: 0.003, memory: 5021, top1_acc: 0.4201, top5_acc: 0.6629, loss_cls: 2.5901, loss: 2.5901, grad_norm: 2.4318 2020-07-30 04:40:56,448 - mmaction - INFO - Epoch [142][940/940] lr: 4.457e-02, eta: 16:16:58, time: 1.344, data_time: 0.006, memory: 5021, top1_acc: 0.4054, top5_acc: 0.6498, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.5005 2020-07-30 04:40:56,746 - mmaction - INFO - Saving checkpoint at 142 epochs 2020-07-30 04:46:13,162 - mmaction - INFO - Epoch [143][20/940] lr: 4.240e-02, eta: 16:19:16, time: 15.767, data_time: 0.350, memory: 5021, top1_acc: 0.4189, top5_acc: 0.6623, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.4567 2020-07-30 04:46:40,333 - mmaction - INFO - Epoch [143][40/940] lr: 4.240e-02, eta: 16:18:40, time: 1.360, data_time: 0.006, memory: 5021, top1_acc: 0.4080, top5_acc: 0.6525, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.4713 2020-07-30 04:47:07,679 - mmaction - INFO - Epoch [143][60/940] lr: 4.240e-02, eta: 16:18:03, time: 1.365, data_time: 0.006, memory: 5021, top1_acc: 0.4363, top5_acc: 0.6725, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.4475 2020-07-30 04:47:35,136 - mmaction - INFO - Epoch [143][80/940] lr: 4.240e-02, eta: 16:17:27, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4143, top5_acc: 0.6600, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.4765 2020-07-30 04:48:02,707 - mmaction - INFO - Epoch [143][100/940] lr: 4.240e-02, eta: 16:16:51, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.4316, top5_acc: 0.6631, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.4246 2020-07-30 04:48:30,918 - mmaction - INFO - Epoch [143][120/940] lr: 4.240e-02, eta: 16:16:15, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.4229, top5_acc: 0.6592, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.4467 2020-07-30 04:48:59,073 - mmaction - INFO - Epoch [143][140/940] lr: 4.240e-02, eta: 16:15:39, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.5062 2020-07-30 04:49:27,300 - mmaction - INFO - Epoch [143][160/940] lr: 4.240e-02, eta: 16:15:04, time: 1.414, data_time: 0.006, memory: 5021, top1_acc: 0.4268, top5_acc: 0.6672, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.4492 2020-07-30 04:49:55,449 - mmaction - INFO - Epoch [143][180/940] lr: 4.240e-02, eta: 16:14:28, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4229, top5_acc: 0.6568, loss_cls: 2.5918, loss: 2.5918, grad_norm: 2.4171 2020-07-30 04:50:23,419 - mmaction - INFO - Epoch [143][200/940] lr: 4.240e-02, eta: 16:13:52, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4326, top5_acc: 0.6664, loss_cls: 2.5781, loss: 2.5781, grad_norm: 2.4745 2020-07-30 04:50:51,428 - mmaction - INFO - Epoch [143][220/940] lr: 4.240e-02, eta: 16:13:16, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4213, top5_acc: 0.6527, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.4376 2020-07-30 04:51:19,486 - mmaction - INFO - Epoch [143][240/940] lr: 4.240e-02, eta: 16:12:41, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.4250, top5_acc: 0.6529, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.4305 2020-07-30 04:51:47,351 - mmaction - INFO - Epoch [143][260/940] lr: 4.240e-02, eta: 16:12:05, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.4322, top5_acc: 0.6631, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.4076 2020-07-30 04:52:15,189 - mmaction - INFO - Epoch [143][280/940] lr: 4.240e-02, eta: 16:11:29, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4229, top5_acc: 0.6652, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.4740 2020-07-30 04:52:43,158 - mmaction - INFO - Epoch [143][300/940] lr: 4.240e-02, eta: 16:10:53, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.4172, top5_acc: 0.6613, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.4982 2020-07-30 04:53:11,362 - mmaction - INFO - Epoch [143][320/940] lr: 4.240e-02, eta: 16:10:17, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.4277, top5_acc: 0.6604, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.5093 2020-07-30 04:53:39,208 - mmaction - INFO - Epoch [143][340/940] lr: 4.240e-02, eta: 16:09:41, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4143, top5_acc: 0.6537, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.5313 2020-07-30 04:54:06,839 - mmaction - INFO - Epoch [143][360/940] lr: 4.240e-02, eta: 16:09:05, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4230, top5_acc: 0.6596, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.4806 2020-07-30 04:54:34,591 - mmaction - INFO - Epoch [143][380/940] lr: 4.240e-02, eta: 16:08:29, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4213, top5_acc: 0.6582, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.4441 2020-07-30 04:55:03,306 - mmaction - INFO - Epoch [143][400/940] lr: 4.240e-02, eta: 16:07:54, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.4125, top5_acc: 0.6512, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.5093 2020-07-30 04:55:31,049 - mmaction - INFO - Epoch [143][420/940] lr: 4.240e-02, eta: 16:07:18, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.4234, top5_acc: 0.6586, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.5179 2020-07-30 04:55:59,001 - mmaction - INFO - Epoch [143][440/940] lr: 4.240e-02, eta: 16:06:42, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.4164, top5_acc: 0.6566, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.4641 2020-07-30 04:56:26,588 - mmaction - INFO - Epoch [143][460/940] lr: 4.240e-02, eta: 16:06:06, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4211, top5_acc: 0.6613, loss_cls: 2.6208, loss: 2.6208, grad_norm: 2.4762 2020-07-30 04:56:54,150 - mmaction - INFO - Epoch [143][480/940] lr: 4.240e-02, eta: 16:05:30, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4277, top5_acc: 0.6645, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.4696 2020-07-30 04:57:22,077 - mmaction - INFO - Epoch [143][500/940] lr: 4.240e-02, eta: 16:04:54, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4338, top5_acc: 0.6729, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.4818 2020-07-30 04:57:49,852 - mmaction - INFO - Epoch [143][520/940] lr: 4.240e-02, eta: 16:04:19, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4193, top5_acc: 0.6631, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.4822 2020-07-30 04:58:18,110 - mmaction - INFO - Epoch [143][540/940] lr: 4.240e-02, eta: 16:03:43, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.4258, top5_acc: 0.6709, loss_cls: 2.5732, loss: 2.5732, grad_norm: 2.4802 2020-07-30 04:58:46,051 - mmaction - INFO - Epoch [143][560/940] lr: 4.240e-02, eta: 16:03:07, time: 1.397, data_time: 0.004, memory: 5021, top1_acc: 0.4186, top5_acc: 0.6613, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.5299 2020-07-30 04:59:13,786 - mmaction - INFO - Epoch [143][580/940] lr: 4.240e-02, eta: 16:02:31, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4160, top5_acc: 0.6555, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.4938 2020-07-30 04:59:41,514 - mmaction - INFO - Epoch [143][600/940] lr: 4.240e-02, eta: 16:01:55, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4131, top5_acc: 0.6553, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.4730 2020-07-30 05:00:21,539 - mmaction - INFO - Epoch [143][620/940] lr: 4.240e-02, eta: 16:01:27, time: 1.978, data_time: 0.005, memory: 5021, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.4710 2020-07-30 05:00:49,170 - mmaction - INFO - Epoch [143][640/940] lr: 4.240e-02, eta: 16:00:51, time: 1.405, data_time: 0.040, memory: 5021, top1_acc: 0.4201, top5_acc: 0.6617, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.5217 2020-07-30 05:01:16,876 - mmaction - INFO - Epoch [143][660/940] lr: 4.240e-02, eta: 16:00:15, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4066, top5_acc: 0.6607, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.5045 2020-07-30 05:01:44,497 - mmaction - INFO - Epoch [143][680/940] lr: 4.240e-02, eta: 15:59:39, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.4176, top5_acc: 0.6580, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.5372 2020-07-30 05:02:12,340 - mmaction - INFO - Epoch [143][700/940] lr: 4.240e-02, eta: 15:59:03, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4199, top5_acc: 0.6619, loss_cls: 2.6266, loss: 2.6266, grad_norm: 2.5006 2020-07-30 05:02:40,126 - mmaction - INFO - Epoch [143][720/940] lr: 4.240e-02, eta: 15:58:27, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.4186, top5_acc: 0.6527, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.4934 2020-07-30 05:03:08,818 - mmaction - INFO - Epoch [143][740/940] lr: 4.240e-02, eta: 15:57:52, time: 1.433, data_time: 0.006, memory: 5021, top1_acc: 0.4115, top5_acc: 0.6518, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.5101 2020-07-30 05:03:37,218 - mmaction - INFO - Epoch [143][760/940] lr: 4.240e-02, eta: 15:57:17, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.4027, top5_acc: 0.6490, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.5508 2020-07-30 05:04:04,779 - mmaction - INFO - Epoch [143][780/940] lr: 4.240e-02, eta: 15:56:41, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4270, top5_acc: 0.6648, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.4852 2020-07-30 05:04:32,526 - mmaction - INFO - Epoch [143][800/940] lr: 4.240e-02, eta: 15:56:05, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4238, top5_acc: 0.6607, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.5106 2020-07-30 05:05:00,213 - mmaction - INFO - Epoch [143][820/940] lr: 4.240e-02, eta: 15:55:29, time: 1.383, data_time: 0.008, memory: 5021, top1_acc: 0.4133, top5_acc: 0.6621, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.5098 2020-07-30 05:05:28,183 - mmaction - INFO - Epoch [143][840/940] lr: 4.240e-02, eta: 15:54:53, time: 1.401, data_time: 0.007, memory: 5021, top1_acc: 0.4076, top5_acc: 0.6615, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.5544 2020-07-30 05:05:55,767 - mmaction - INFO - Epoch [143][860/940] lr: 4.240e-02, eta: 15:54:17, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4172, top5_acc: 0.6527, loss_cls: 2.6546, loss: 2.6546, grad_norm: 2.5646 2020-07-30 05:06:23,219 - mmaction - INFO - Epoch [143][880/940] lr: 4.240e-02, eta: 15:53:41, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4254, top5_acc: 0.6637, loss_cls: 2.5958, loss: 2.5958, grad_norm: 2.4481 2020-07-30 05:06:51,112 - mmaction - INFO - Epoch [143][900/940] lr: 4.240e-02, eta: 15:53:06, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.5511 2020-07-30 05:07:18,790 - mmaction - INFO - Epoch [143][920/940] lr: 4.240e-02, eta: 15:52:30, time: 1.387, data_time: 0.007, memory: 5021, top1_acc: 0.4281, top5_acc: 0.6639, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.4536 2020-07-30 05:07:46,168 - mmaction - INFO - Epoch [143][940/940] lr: 4.240e-02, eta: 15:51:54, time: 1.367, data_time: 0.004, memory: 5021, top1_acc: 0.4194, top5_acc: 0.6538, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.4788 2020-07-30 05:07:46,562 - mmaction - INFO - Saving checkpoint at 143 epochs 2020-07-30 05:12:33,707 - mmaction - INFO - Epoch [144][20/940] lr: 4.027e-02, eta: 15:53:47, time: 14.297, data_time: 0.514, memory: 5021, top1_acc: 0.4287, top5_acc: 0.6604, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.5283 2020-07-30 05:13:01,254 - mmaction - INFO - Epoch [144][40/940] lr: 4.027e-02, eta: 15:53:11, time: 1.377, data_time: 0.003, memory: 5021, top1_acc: 0.4299, top5_acc: 0.6557, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.5044 2020-07-30 05:13:28,880 - mmaction - INFO - Epoch [144][60/940] lr: 4.027e-02, eta: 15:52:35, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4334, top5_acc: 0.6604, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4819 2020-07-30 05:13:56,624 - mmaction - INFO - Epoch [144][80/940] lr: 4.027e-02, eta: 15:51:59, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4283, top5_acc: 0.6662, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.5444 2020-07-30 05:14:24,254 - mmaction - INFO - Epoch [144][100/940] lr: 4.027e-02, eta: 15:51:23, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4213, top5_acc: 0.6590, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.4821 2020-07-30 05:14:52,024 - mmaction - INFO - Epoch [144][120/940] lr: 4.027e-02, eta: 15:50:47, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4223, top5_acc: 0.6670, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.5265 2020-07-30 05:15:19,906 - mmaction - INFO - Epoch [144][140/940] lr: 4.027e-02, eta: 15:50:12, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.4266, top5_acc: 0.6662, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.4915 2020-07-30 05:15:47,709 - mmaction - INFO - Epoch [144][160/940] lr: 4.027e-02, eta: 15:49:36, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.4168, top5_acc: 0.6617, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.5173 2020-07-30 05:16:15,496 - mmaction - INFO - Epoch [144][180/940] lr: 4.027e-02, eta: 15:49:00, time: 1.390, data_time: 0.007, memory: 5021, top1_acc: 0.4488, top5_acc: 0.6781, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.5122 2020-07-30 05:16:43,479 - mmaction - INFO - Epoch [144][200/940] lr: 4.027e-02, eta: 15:48:24, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4342, top5_acc: 0.6633, loss_cls: 2.5735, loss: 2.5735, grad_norm: 2.4990 2020-07-30 05:17:11,307 - mmaction - INFO - Epoch [144][220/940] lr: 4.027e-02, eta: 15:47:48, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.4299, top5_acc: 0.6504, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.4988 2020-07-30 05:17:39,193 - mmaction - INFO - Epoch [144][240/940] lr: 4.027e-02, eta: 15:47:13, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4303, top5_acc: 0.6625, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.4669 2020-07-30 05:18:06,939 - mmaction - INFO - Epoch [144][260/940] lr: 4.027e-02, eta: 15:46:37, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6309, loss: 2.6309, grad_norm: 2.5425 2020-07-30 05:18:34,651 - mmaction - INFO - Epoch [144][280/940] lr: 4.027e-02, eta: 15:46:01, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4166, top5_acc: 0.6705, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.5103 2020-07-30 05:19:02,372 - mmaction - INFO - Epoch [144][300/940] lr: 4.027e-02, eta: 15:45:25, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6602, loss_cls: 2.5887, loss: 2.5887, grad_norm: 2.4943 2020-07-30 05:19:30,134 - mmaction - INFO - Epoch [144][320/940] lr: 4.027e-02, eta: 15:44:49, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4240, top5_acc: 0.6604, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.4844 2020-07-30 05:19:58,351 - mmaction - INFO - Epoch [144][340/940] lr: 4.027e-02, eta: 15:44:14, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.4406, top5_acc: 0.6826, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.5126 2020-07-30 05:20:26,013 - mmaction - INFO - Epoch [144][360/940] lr: 4.027e-02, eta: 15:43:38, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.4242, top5_acc: 0.6598, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.5550 2020-07-30 05:20:53,564 - mmaction - INFO - Epoch [144][380/940] lr: 4.027e-02, eta: 15:43:02, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4213, top5_acc: 0.6539, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.5195 2020-07-30 05:21:21,385 - mmaction - INFO - Epoch [144][400/940] lr: 4.027e-02, eta: 15:42:26, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.4223, top5_acc: 0.6629, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.5512 2020-07-30 05:21:49,775 - mmaction - INFO - Epoch [144][420/940] lr: 4.027e-02, eta: 15:41:51, time: 1.418, data_time: 0.006, memory: 5021, top1_acc: 0.4254, top5_acc: 0.6609, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.5361 2020-07-30 05:22:18,352 - mmaction - INFO - Epoch [144][440/940] lr: 4.027e-02, eta: 15:41:15, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.4291, top5_acc: 0.6668, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.5647 2020-07-30 05:22:45,957 - mmaction - INFO - Epoch [144][460/940] lr: 4.027e-02, eta: 15:40:39, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4152, top5_acc: 0.6543, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.5666 2020-07-30 05:23:13,424 - mmaction - INFO - Epoch [144][480/940] lr: 4.027e-02, eta: 15:40:03, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.4301, top5_acc: 0.6617, loss_cls: 2.5843, loss: 2.5843, grad_norm: 2.5093 2020-07-30 05:23:41,134 - mmaction - INFO - Epoch [144][500/940] lr: 4.027e-02, eta: 15:39:28, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.5117 2020-07-30 05:24:08,645 - mmaction - INFO - Epoch [144][520/940] lr: 4.027e-02, eta: 15:38:52, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.4332, top5_acc: 0.6740, loss_cls: 2.5387, loss: 2.5387, grad_norm: 2.4608 2020-07-30 05:24:36,607 - mmaction - INFO - Epoch [144][540/940] lr: 4.027e-02, eta: 15:38:16, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4189, top5_acc: 0.6564, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.5163 2020-07-30 05:25:04,319 - mmaction - INFO - Epoch [144][560/940] lr: 4.027e-02, eta: 15:37:40, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4295, top5_acc: 0.6631, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.5336 2020-07-30 05:25:31,609 - mmaction - INFO - Epoch [144][580/940] lr: 4.027e-02, eta: 15:37:04, time: 1.365, data_time: 0.002, memory: 5021, top1_acc: 0.4232, top5_acc: 0.6580, loss_cls: 2.6252, loss: 2.6252, grad_norm: 2.5679 2020-07-30 05:25:59,387 - mmaction - INFO - Epoch [144][600/940] lr: 4.027e-02, eta: 15:36:28, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4221, top5_acc: 0.6689, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.5726 2020-07-30 05:26:26,812 - mmaction - INFO - Epoch [144][620/940] lr: 4.027e-02, eta: 15:35:52, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4232, top5_acc: 0.6598, loss_cls: 2.6075, loss: 2.6075, grad_norm: 2.5498 2020-07-30 05:26:54,299 - mmaction - INFO - Epoch [144][640/940] lr: 4.027e-02, eta: 15:35:17, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.4264, top5_acc: 0.6623, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.4987 2020-07-30 05:27:21,966 - mmaction - INFO - Epoch [144][660/940] lr: 4.027e-02, eta: 15:34:41, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4389, top5_acc: 0.6709, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.5005 2020-07-30 05:27:49,485 - mmaction - INFO - Epoch [144][680/940] lr: 4.027e-02, eta: 15:34:05, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4176, top5_acc: 0.6648, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.5727 2020-07-30 05:28:17,210 - mmaction - INFO - Epoch [144][700/940] lr: 4.027e-02, eta: 15:33:29, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4340, top5_acc: 0.6666, loss_cls: 2.5868, loss: 2.5868, grad_norm: 2.5484 2020-07-30 05:28:44,547 - mmaction - INFO - Epoch [144][720/940] lr: 4.027e-02, eta: 15:32:53, time: 1.367, data_time: 0.002, memory: 5021, top1_acc: 0.4158, top5_acc: 0.6596, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.5091 2020-07-30 05:29:12,550 - mmaction - INFO - Epoch [144][740/940] lr: 4.027e-02, eta: 15:32:18, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4141, top5_acc: 0.6525, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.4985 2020-07-30 05:29:40,026 - mmaction - INFO - Epoch [144][760/940] lr: 4.027e-02, eta: 15:31:42, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4207, top5_acc: 0.6578, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.5588 2020-07-30 05:30:08,117 - mmaction - INFO - Epoch [144][780/940] lr: 4.027e-02, eta: 15:31:06, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4223, top5_acc: 0.6607, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.5258 2020-07-30 05:30:35,672 - mmaction - INFO - Epoch [144][800/940] lr: 4.027e-02, eta: 15:30:30, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.4174, top5_acc: 0.6623, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.5345 2020-07-30 05:31:03,492 - mmaction - INFO - Epoch [144][820/940] lr: 4.027e-02, eta: 15:29:55, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4314, top5_acc: 0.6627, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.4896 2020-07-30 05:31:31,184 - mmaction - INFO - Epoch [144][840/940] lr: 4.027e-02, eta: 15:29:19, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4191, top5_acc: 0.6650, loss_cls: 2.6203, loss: 2.6203, grad_norm: 2.5395 2020-07-30 05:31:59,147 - mmaction - INFO - Epoch [144][860/940] lr: 4.027e-02, eta: 15:28:43, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6656, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.4793 2020-07-30 05:32:26,768 - mmaction - INFO - Epoch [144][880/940] lr: 4.027e-02, eta: 15:28:08, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4279, top5_acc: 0.6668, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.5803 2020-07-30 05:32:54,392 - mmaction - INFO - Epoch [144][900/940] lr: 4.027e-02, eta: 15:27:32, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4223, top5_acc: 0.6668, loss_cls: 2.5688, loss: 2.5688, grad_norm: 2.4942 2020-07-30 05:33:21,872 - mmaction - INFO - Epoch [144][920/940] lr: 4.027e-02, eta: 15:26:56, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.4188, top5_acc: 0.6572, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.5818 2020-07-30 05:33:48,315 - mmaction - INFO - Epoch [144][940/940] lr: 4.027e-02, eta: 15:26:20, time: 1.323, data_time: 0.003, memory: 5021, top1_acc: 0.4215, top5_acc: 0.6636, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.6418 2020-07-30 05:33:48,626 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-07-30 05:37:21,726 - mmaction - INFO - Epoch [145][20/940] lr: 3.820e-02, eta: 15:27:26, time: 10.611, data_time: 0.360, memory: 5021, top1_acc: 0.4291, top5_acc: 0.6547, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.5316 2020-07-30 05:37:49,218 - mmaction - INFO - Epoch [145][40/940] lr: 3.820e-02, eta: 15:26:50, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.4186, top5_acc: 0.6600, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.5250 2020-07-30 05:38:16,745 - mmaction - INFO - Epoch [145][60/940] lr: 3.820e-02, eta: 15:26:14, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4307, top5_acc: 0.6631, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.5187 2020-07-30 05:38:44,337 - mmaction - INFO - Epoch [145][80/940] lr: 3.820e-02, eta: 15:25:38, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4256, top5_acc: 0.6584, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.5522 2020-07-30 05:39:12,002 - mmaction - INFO - Epoch [145][100/940] lr: 3.820e-02, eta: 15:25:03, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.4391, top5_acc: 0.6682, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.5328 2020-07-30 05:39:39,597 - mmaction - INFO - Epoch [145][120/940] lr: 3.820e-02, eta: 15:24:27, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4324, top5_acc: 0.6691, loss_cls: 2.5620, loss: 2.5620, grad_norm: 2.5380 2020-07-30 05:40:07,621 - mmaction - INFO - Epoch [145][140/940] lr: 3.820e-02, eta: 15:23:51, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6781, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.5487 2020-07-30 05:40:35,606 - mmaction - INFO - Epoch [145][160/940] lr: 3.820e-02, eta: 15:23:16, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.4289, top5_acc: 0.6662, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.5458 2020-07-30 05:41:03,491 - mmaction - INFO - Epoch [145][180/940] lr: 3.820e-02, eta: 15:22:40, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.4236, top5_acc: 0.6693, loss_cls: 2.5831, loss: 2.5831, grad_norm: 2.5456 2020-07-30 05:41:31,473 - mmaction - INFO - Epoch [145][200/940] lr: 3.820e-02, eta: 15:22:04, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.4266, top5_acc: 0.6717, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.5208 2020-07-30 05:41:59,333 - mmaction - INFO - Epoch [145][220/940] lr: 3.820e-02, eta: 15:21:29, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4336, top5_acc: 0.6725, loss_cls: 2.5566, loss: 2.5566, grad_norm: 2.5447 2020-07-30 05:42:27,117 - mmaction - INFO - Epoch [145][240/940] lr: 3.820e-02, eta: 15:20:53, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.4334, top5_acc: 0.6723, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.5436 2020-07-30 05:42:55,192 - mmaction - INFO - Epoch [145][260/940] lr: 3.820e-02, eta: 15:20:17, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4305, top5_acc: 0.6691, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.5705 2020-07-30 05:43:23,002 - mmaction - INFO - Epoch [145][280/940] lr: 3.820e-02, eta: 15:19:42, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4303, top5_acc: 0.6654, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.5626 2020-07-30 05:43:50,470 - mmaction - INFO - Epoch [145][300/940] lr: 3.820e-02, eta: 15:19:06, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4316, top5_acc: 0.6650, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.5743 2020-07-30 05:44:18,476 - mmaction - INFO - Epoch [145][320/940] lr: 3.820e-02, eta: 15:18:30, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.4203, top5_acc: 0.6541, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.6026 2020-07-30 05:44:46,298 - mmaction - INFO - Epoch [145][340/940] lr: 3.820e-02, eta: 15:17:55, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4375, top5_acc: 0.6717, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.4885 2020-07-30 05:45:14,145 - mmaction - INFO - Epoch [145][360/940] lr: 3.820e-02, eta: 15:17:19, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.4293, top5_acc: 0.6725, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.5505 2020-07-30 05:45:41,795 - mmaction - INFO - Epoch [145][380/940] lr: 3.820e-02, eta: 15:16:43, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4313, top5_acc: 0.6666, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.5494 2020-07-30 05:46:10,530 - mmaction - INFO - Epoch [145][400/940] lr: 3.820e-02, eta: 15:16:08, time: 1.435, data_time: 0.005, memory: 5021, top1_acc: 0.4336, top5_acc: 0.6756, loss_cls: 2.5549, loss: 2.5549, grad_norm: 2.5916 2020-07-30 05:46:38,298 - mmaction - INFO - Epoch [145][420/940] lr: 3.820e-02, eta: 15:15:33, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4029, top5_acc: 0.6574, loss_cls: 2.6382, loss: 2.6382, grad_norm: 2.5839 2020-07-30 05:47:06,183 - mmaction - INFO - Epoch [145][440/940] lr: 3.820e-02, eta: 15:14:57, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.4266, top5_acc: 0.6613, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.5732 2020-07-30 05:47:34,087 - mmaction - INFO - Epoch [145][460/940] lr: 3.820e-02, eta: 15:14:21, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.4123, top5_acc: 0.6508, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.5448 2020-07-30 05:48:01,938 - mmaction - INFO - Epoch [145][480/940] lr: 3.820e-02, eta: 15:13:46, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4283, top5_acc: 0.6672, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.5085 2020-07-30 05:48:29,755 - mmaction - INFO - Epoch [145][500/940] lr: 3.820e-02, eta: 15:13:10, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4277, top5_acc: 0.6691, loss_cls: 2.5576, loss: 2.5576, grad_norm: 2.5770 2020-07-30 05:48:57,264 - mmaction - INFO - Epoch [145][520/940] lr: 3.820e-02, eta: 15:12:35, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4260, top5_acc: 0.6613, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.5861 2020-07-30 05:49:24,863 - mmaction - INFO - Epoch [145][540/940] lr: 3.820e-02, eta: 15:11:59, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4229, top5_acc: 0.6637, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.5145 2020-07-30 05:49:52,496 - mmaction - INFO - Epoch [145][560/940] lr: 3.820e-02, eta: 15:11:23, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4332, top5_acc: 0.6746, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.5819 2020-07-30 05:50:20,641 - mmaction - INFO - Epoch [145][580/940] lr: 3.820e-02, eta: 15:10:48, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4424, top5_acc: 0.6746, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.5418 2020-07-30 05:50:48,377 - mmaction - INFO - Epoch [145][600/940] lr: 3.820e-02, eta: 15:10:12, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.4361, top5_acc: 0.6748, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.5673 2020-07-30 05:51:16,157 - mmaction - INFO - Epoch [145][620/940] lr: 3.820e-02, eta: 15:09:37, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4316, top5_acc: 0.6730, loss_cls: 2.5379, loss: 2.5379, grad_norm: 2.5780 2020-07-30 05:51:43,762 - mmaction - INFO - Epoch [145][640/940] lr: 3.820e-02, eta: 15:09:01, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4254, top5_acc: 0.6646, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.5660 2020-07-30 05:52:11,211 - mmaction - INFO - Epoch [145][660/940] lr: 3.820e-02, eta: 15:08:25, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4162, top5_acc: 0.6611, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.5681 2020-07-30 05:52:38,798 - mmaction - INFO - Epoch [145][680/940] lr: 3.820e-02, eta: 15:07:49, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.4178, top5_acc: 0.6527, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.5795 2020-07-30 05:53:06,555 - mmaction - INFO - Epoch [145][700/940] lr: 3.820e-02, eta: 15:07:14, time: 1.388, data_time: 0.004, memory: 5021, top1_acc: 0.4293, top5_acc: 0.6660, loss_cls: 2.5569, loss: 2.5569, grad_norm: 2.5910 2020-07-30 05:53:34,572 - mmaction - INFO - Epoch [145][720/940] lr: 3.820e-02, eta: 15:06:38, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4273, top5_acc: 0.6516, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.5842 2020-07-30 05:54:02,791 - mmaction - INFO - Epoch [145][740/940] lr: 3.820e-02, eta: 15:06:03, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.4373, top5_acc: 0.6570, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.5315 2020-07-30 05:54:30,723 - mmaction - INFO - Epoch [145][760/940] lr: 3.820e-02, eta: 15:05:28, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4305, top5_acc: 0.6570, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.5626 2020-07-30 05:54:58,229 - mmaction - INFO - Epoch [145][780/940] lr: 3.820e-02, eta: 15:04:52, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4170, top5_acc: 0.6553, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.5986 2020-07-30 05:55:25,906 - mmaction - INFO - Epoch [145][800/940] lr: 3.820e-02, eta: 15:04:16, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4352, top5_acc: 0.6662, loss_cls: 2.5379, loss: 2.5379, grad_norm: 2.5661 2020-07-30 05:55:53,419 - mmaction - INFO - Epoch [145][820/940] lr: 3.820e-02, eta: 15:03:41, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4313, top5_acc: 0.6705, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.5560 2020-07-30 05:56:21,226 - mmaction - INFO - Epoch [145][840/940] lr: 3.820e-02, eta: 15:03:05, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4215, top5_acc: 0.6648, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.5858 2020-07-30 05:56:48,936 - mmaction - INFO - Epoch [145][860/940] lr: 3.820e-02, eta: 15:02:29, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4393, top5_acc: 0.6732, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.5946 2020-07-30 05:57:16,570 - mmaction - INFO - Epoch [145][880/940] lr: 3.820e-02, eta: 15:01:54, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4316, top5_acc: 0.6709, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.5826 2020-07-30 05:57:44,188 - mmaction - INFO - Epoch [145][900/940] lr: 3.820e-02, eta: 15:01:18, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4279, top5_acc: 0.6658, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.5775 2020-07-30 05:58:11,834 - mmaction - INFO - Epoch [145][920/940] lr: 3.820e-02, eta: 15:00:43, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6648, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.5763 2020-07-30 05:58:38,392 - mmaction - INFO - Epoch [145][940/940] lr: 3.820e-02, eta: 15:00:06, time: 1.325, data_time: 0.002, memory: 5021, top1_acc: 0.4227, top5_acc: 0.6692, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.6437 2020-07-30 05:58:38,680 - mmaction - INFO - Saving checkpoint at 145 epochs 2020-07-30 06:00:57,609 - mmaction - INFO - Epoch [146][20/940] lr: 3.617e-02, eta: 15:00:29, time: 6.895, data_time: 0.357, memory: 5021, top1_acc: 0.4242, top5_acc: 0.6693, loss_cls: 2.5529, loss: 2.5529, grad_norm: 2.5542 2020-07-30 06:01:25,317 - mmaction - INFO - Epoch [146][40/940] lr: 3.617e-02, eta: 14:59:54, time: 1.394, data_time: 0.029, memory: 5021, top1_acc: 0.4402, top5_acc: 0.6736, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.5571 2020-07-30 06:01:52,764 - mmaction - INFO - Epoch [146][60/940] lr: 3.617e-02, eta: 14:59:18, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4471, top5_acc: 0.6805, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.5559 2020-07-30 06:02:20,324 - mmaction - INFO - Epoch [146][80/940] lr: 3.617e-02, eta: 14:58:42, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4266, top5_acc: 0.6697, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.6331 2020-07-30 06:02:47,920 - mmaction - INFO - Epoch [146][100/940] lr: 3.617e-02, eta: 14:58:07, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4303, top5_acc: 0.6744, loss_cls: 2.5424, loss: 2.5424, grad_norm: 2.5590 2020-07-30 06:03:16,318 - mmaction - INFO - Epoch [146][120/940] lr: 3.617e-02, eta: 14:57:32, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.5448 2020-07-30 06:03:44,151 - mmaction - INFO - Epoch [146][140/940] lr: 3.617e-02, eta: 14:56:56, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.4299, top5_acc: 0.6635, loss_cls: 2.5717, loss: 2.5717, grad_norm: 2.5972 2020-07-30 06:04:11,767 - mmaction - INFO - Epoch [146][160/940] lr: 3.617e-02, eta: 14:56:20, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4449, top5_acc: 0.6707, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.5398 2020-07-30 06:04:39,394 - mmaction - INFO - Epoch [146][180/940] lr: 3.617e-02, eta: 14:55:45, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4301, top5_acc: 0.6777, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.5808 2020-07-30 06:05:07,456 - mmaction - INFO - Epoch [146][200/940] lr: 3.617e-02, eta: 14:55:10, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4299, top5_acc: 0.6652, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.5678 2020-07-30 06:05:35,309 - mmaction - INFO - Epoch [146][220/940] lr: 3.617e-02, eta: 14:54:34, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.4361, top5_acc: 0.6705, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.5789 2020-07-30 06:06:03,108 - mmaction - INFO - Epoch [146][240/940] lr: 3.617e-02, eta: 14:53:59, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.4357, top5_acc: 0.6746, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.5756 2020-07-30 06:06:31,021 - mmaction - INFO - Epoch [146][260/940] lr: 3.617e-02, eta: 14:53:23, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4217, top5_acc: 0.6650, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.6065 2020-07-30 06:06:58,771 - mmaction - INFO - Epoch [146][280/940] lr: 3.617e-02, eta: 14:52:48, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.4303, top5_acc: 0.6687, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.6011 2020-07-30 06:07:26,351 - mmaction - INFO - Epoch [146][300/940] lr: 3.617e-02, eta: 14:52:12, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.4391, top5_acc: 0.6918, loss_cls: 2.4681, loss: 2.4681, grad_norm: 2.5232 2020-07-30 06:07:54,253 - mmaction - INFO - Epoch [146][320/940] lr: 3.617e-02, eta: 14:51:37, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.4330, top5_acc: 0.6691, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.6314 2020-07-30 06:08:21,937 - mmaction - INFO - Epoch [146][340/940] lr: 3.617e-02, eta: 14:51:01, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.4332, top5_acc: 0.6717, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.6035 2020-07-30 06:08:49,323 - mmaction - INFO - Epoch [146][360/940] lr: 3.617e-02, eta: 14:50:25, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.4271, top5_acc: 0.6693, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.6723 2020-07-30 06:09:16,960 - mmaction - INFO - Epoch [146][380/940] lr: 3.617e-02, eta: 14:49:50, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4309, top5_acc: 0.6662, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.6400 2020-07-30 06:09:44,855 - mmaction - INFO - Epoch [146][400/940] lr: 3.617e-02, eta: 14:49:14, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4408, top5_acc: 0.6811, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.5539 2020-07-30 06:10:12,718 - mmaction - INFO - Epoch [146][420/940] lr: 3.617e-02, eta: 14:48:39, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4252, top5_acc: 0.6639, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.6288 2020-07-30 06:10:40,471 - mmaction - INFO - Epoch [146][440/940] lr: 3.617e-02, eta: 14:48:04, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4232, top5_acc: 0.6650, loss_cls: 2.5817, loss: 2.5817, grad_norm: 2.6007 2020-07-30 06:11:09,035 - mmaction - INFO - Epoch [146][460/940] lr: 3.617e-02, eta: 14:47:28, time: 1.426, data_time: 0.005, memory: 5021, top1_acc: 0.4256, top5_acc: 0.6562, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.5919 2020-07-30 06:11:36,882 - mmaction - INFO - Epoch [146][480/940] lr: 3.617e-02, eta: 14:46:53, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.4473, top5_acc: 0.6752, loss_cls: 2.4940, loss: 2.4940, grad_norm: 2.5765 2020-07-30 06:12:04,222 - mmaction - INFO - Epoch [146][500/940] lr: 3.617e-02, eta: 14:46:17, time: 1.367, data_time: 0.002, memory: 5021, top1_acc: 0.4320, top5_acc: 0.6775, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.6157 2020-07-30 06:12:31,899 - mmaction - INFO - Epoch [146][520/940] lr: 3.617e-02, eta: 14:45:42, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4289, top5_acc: 0.6719, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.6053 2020-07-30 06:12:59,539 - mmaction - INFO - Epoch [146][540/940] lr: 3.617e-02, eta: 14:45:06, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.4262, top5_acc: 0.6650, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.5766 2020-07-30 06:13:27,461 - mmaction - INFO - Epoch [146][560/940] lr: 3.617e-02, eta: 14:44:31, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4346, top5_acc: 0.6713, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.5817 2020-07-30 06:13:55,115 - mmaction - INFO - Epoch [146][580/940] lr: 3.617e-02, eta: 14:43:56, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4385, top5_acc: 0.6717, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.6052 2020-07-30 06:14:22,752 - mmaction - INFO - Epoch [146][600/940] lr: 3.617e-02, eta: 14:43:20, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6721, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.6014 2020-07-30 06:14:50,878 - mmaction - INFO - Epoch [146][620/940] lr: 3.617e-02, eta: 14:42:45, time: 1.406, data_time: 0.002, memory: 5021, top1_acc: 0.4303, top5_acc: 0.6652, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.6167 2020-07-30 06:15:18,597 - mmaction - INFO - Epoch [146][640/940] lr: 3.617e-02, eta: 14:42:09, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4369, top5_acc: 0.6814, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.5900 2020-07-30 06:15:46,335 - mmaction - INFO - Epoch [146][660/940] lr: 3.617e-02, eta: 14:41:34, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.4359, top5_acc: 0.6721, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.6061 2020-07-30 06:16:14,219 - mmaction - INFO - Epoch [146][680/940] lr: 3.617e-02, eta: 14:40:59, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.4313, top5_acc: 0.6639, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.6213 2020-07-30 06:16:42,016 - mmaction - INFO - Epoch [146][700/940] lr: 3.617e-02, eta: 14:40:23, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4373, top5_acc: 0.6682, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.5998 2020-07-30 06:17:09,680 - mmaction - INFO - Epoch [146][720/940] lr: 3.617e-02, eta: 14:39:48, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.4346, top5_acc: 0.6658, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.6208 2020-07-30 06:17:37,190 - mmaction - INFO - Epoch [146][740/940] lr: 3.617e-02, eta: 14:39:12, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4246, top5_acc: 0.6627, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.6203 2020-07-30 06:18:04,639 - mmaction - INFO - Epoch [146][760/940] lr: 3.617e-02, eta: 14:38:37, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.4211, top5_acc: 0.6648, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.5700 2020-07-30 06:18:32,580 - mmaction - INFO - Epoch [146][780/940] lr: 3.617e-02, eta: 14:38:01, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.4354, top5_acc: 0.6680, loss_cls: 2.5575, loss: 2.5575, grad_norm: 2.6025 2020-07-30 06:19:00,202 - mmaction - INFO - Epoch [146][800/940] lr: 3.617e-02, eta: 14:37:26, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4256, top5_acc: 0.6617, loss_cls: 2.5862, loss: 2.5862, grad_norm: 2.6271 2020-07-30 06:19:27,718 - mmaction - INFO - Epoch [146][820/940] lr: 3.617e-02, eta: 14:36:50, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4297, top5_acc: 0.6748, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.6355 2020-07-30 06:19:55,064 - mmaction - INFO - Epoch [146][840/940] lr: 3.617e-02, eta: 14:36:15, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.4361, top5_acc: 0.6717, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.5937 2020-07-30 06:20:23,205 - mmaction - INFO - Epoch [146][860/940] lr: 3.617e-02, eta: 14:35:40, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4408, top5_acc: 0.6838, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.6285 2020-07-30 06:20:50,604 - mmaction - INFO - Epoch [146][880/940] lr: 3.617e-02, eta: 14:35:04, time: 1.372, data_time: 0.006, memory: 5021, top1_acc: 0.4246, top5_acc: 0.6584, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.6361 2020-07-30 06:21:18,206 - mmaction - INFO - Epoch [146][900/940] lr: 3.617e-02, eta: 14:34:29, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4203, top5_acc: 0.6502, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.6829 2020-07-30 06:21:45,733 - mmaction - INFO - Epoch [146][920/940] lr: 3.617e-02, eta: 14:33:53, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4369, top5_acc: 0.6617, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.5682 2020-07-30 06:22:12,144 - mmaction - INFO - Epoch [146][940/940] lr: 3.617e-02, eta: 14:33:17, time: 1.321, data_time: 0.002, memory: 5021, top1_acc: 0.4198, top5_acc: 0.6634, loss_cls: 2.5975, loss: 2.5975, grad_norm: 2.5874 2020-07-30 06:22:12,462 - mmaction - INFO - Saving checkpoint at 146 epochs 2020-07-30 06:28:27,252 - mmaction - INFO - Epoch [147][20/940] lr: 3.419e-02, eta: 14:35:37, time: 18.683, data_time: 0.546, memory: 5021, top1_acc: 0.4406, top5_acc: 0.6795, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6646 2020-07-30 06:28:54,674 - mmaction - INFO - Epoch [147][40/940] lr: 3.419e-02, eta: 14:35:02, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4371, top5_acc: 0.6789, loss_cls: 2.5028, loss: 2.5028, grad_norm: 2.6561 2020-07-30 06:29:22,056 - mmaction - INFO - Epoch [147][60/940] lr: 3.419e-02, eta: 14:34:26, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4436, top5_acc: 0.6789, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.6079 2020-07-30 06:29:49,410 - mmaction - INFO - Epoch [147][80/940] lr: 3.419e-02, eta: 14:33:50, time: 1.368, data_time: 0.002, memory: 5021, top1_acc: 0.4373, top5_acc: 0.6785, loss_cls: 2.5199, loss: 2.5199, grad_norm: 2.6409 2020-07-30 06:30:17,509 - mmaction - INFO - Epoch [147][100/940] lr: 3.419e-02, eta: 14:33:15, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.4180, top5_acc: 0.6639, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.6522 2020-07-30 06:30:44,976 - mmaction - INFO - Epoch [147][120/940] lr: 3.419e-02, eta: 14:32:39, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4418, top5_acc: 0.6754, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.6302 2020-07-30 06:31:12,582 - mmaction - INFO - Epoch [147][140/940] lr: 3.419e-02, eta: 14:32:04, time: 1.379, data_time: 0.004, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6754, loss_cls: 2.5230, loss: 2.5230, grad_norm: 2.6031 2020-07-30 06:31:40,359 - mmaction - INFO - Epoch [147][160/940] lr: 3.419e-02, eta: 14:31:28, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4373, top5_acc: 0.6752, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.6386 2020-07-30 06:32:08,180 - mmaction - INFO - Epoch [147][180/940] lr: 3.419e-02, eta: 14:30:53, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.6220 2020-07-30 06:32:36,142 - mmaction - INFO - Epoch [147][200/940] lr: 3.419e-02, eta: 14:30:17, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4504, top5_acc: 0.6742, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.6777 2020-07-30 06:33:03,848 - mmaction - INFO - Epoch [147][220/940] lr: 3.419e-02, eta: 14:29:42, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4283, top5_acc: 0.6781, loss_cls: 2.5080, loss: 2.5080, grad_norm: 2.6658 2020-07-30 06:33:31,514 - mmaction - INFO - Epoch [147][240/940] lr: 3.419e-02, eta: 14:29:07, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4518, top5_acc: 0.6807, loss_cls: 2.4514, loss: 2.4514, grad_norm: 2.6024 2020-07-30 06:34:00,305 - mmaction - INFO - Epoch [147][260/940] lr: 3.419e-02, eta: 14:28:32, time: 1.436, data_time: 0.004, memory: 5021, top1_acc: 0.4250, top5_acc: 0.6666, loss_cls: 2.5754, loss: 2.5754, grad_norm: 2.6692 2020-07-30 06:34:28,232 - mmaction - INFO - Epoch [147][280/940] lr: 3.419e-02, eta: 14:27:56, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.4494, top5_acc: 0.6813, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.5832 2020-07-30 06:34:56,233 - mmaction - INFO - Epoch [147][300/940] lr: 3.419e-02, eta: 14:27:21, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.4410, top5_acc: 0.6807, loss_cls: 2.5030, loss: 2.5030, grad_norm: 2.6057 2020-07-30 06:35:24,168 - mmaction - INFO - Epoch [147][320/940] lr: 3.419e-02, eta: 14:26:46, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4420, top5_acc: 0.6740, loss_cls: 2.4967, loss: 2.4967, grad_norm: 2.6252 2020-07-30 06:35:52,299 - mmaction - INFO - Epoch [147][340/940] lr: 3.419e-02, eta: 14:26:10, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.4410, top5_acc: 0.6729, loss_cls: 2.5266, loss: 2.5266, grad_norm: 2.6431 2020-07-30 06:36:20,627 - mmaction - INFO - Epoch [147][360/940] lr: 3.419e-02, eta: 14:25:35, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.4400, top5_acc: 0.6783, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.5997 2020-07-30 06:36:48,943 - mmaction - INFO - Epoch [147][380/940] lr: 3.419e-02, eta: 14:25:00, time: 1.416, data_time: 0.006, memory: 5021, top1_acc: 0.4504, top5_acc: 0.6865, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.6109 2020-07-30 06:37:17,067 - mmaction - INFO - Epoch [147][400/940] lr: 3.419e-02, eta: 14:24:25, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4174, top5_acc: 0.6668, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.6537 2020-07-30 06:37:45,045 - mmaction - INFO - Epoch [147][420/940] lr: 3.419e-02, eta: 14:23:49, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4250, top5_acc: 0.6701, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.6485 2020-07-30 06:38:13,893 - mmaction - INFO - Epoch [147][440/940] lr: 3.419e-02, eta: 14:23:15, time: 1.445, data_time: 0.006, memory: 5021, top1_acc: 0.4395, top5_acc: 0.6793, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.6311 2020-07-30 06:38:42,434 - mmaction - INFO - Epoch [147][460/940] lr: 3.419e-02, eta: 14:22:40, time: 1.427, data_time: 0.002, memory: 5021, top1_acc: 0.4488, top5_acc: 0.6830, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.6218 2020-07-30 06:39:10,292 - mmaction - INFO - Epoch [147][480/940] lr: 3.419e-02, eta: 14:22:04, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4262, top5_acc: 0.6697, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.6717 2020-07-30 06:39:38,417 - mmaction - INFO - Epoch [147][500/940] lr: 3.419e-02, eta: 14:21:29, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.4348, top5_acc: 0.6752, loss_cls: 2.5080, loss: 2.5080, grad_norm: 2.6556 2020-07-30 06:40:06,370 - mmaction - INFO - Epoch [147][520/940] lr: 3.419e-02, eta: 14:20:54, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4420, top5_acc: 0.6740, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.6879 2020-07-30 06:40:34,396 - mmaction - INFO - Epoch [147][540/940] lr: 3.419e-02, eta: 14:20:19, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6760, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.6901 2020-07-30 06:41:02,269 - mmaction - INFO - Epoch [147][560/940] lr: 3.419e-02, eta: 14:19:43, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4307, top5_acc: 0.6768, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.6547 2020-07-30 06:41:30,342 - mmaction - INFO - Epoch [147][580/940] lr: 3.419e-02, eta: 14:19:08, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4240, top5_acc: 0.6639, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.6562 2020-07-30 06:41:57,922 - mmaction - INFO - Epoch [147][600/940] lr: 3.419e-02, eta: 14:18:33, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6781, loss_cls: 2.5437, loss: 2.5437, grad_norm: 2.6340 2020-07-30 06:42:26,626 - mmaction - INFO - Epoch [147][620/940] lr: 3.419e-02, eta: 14:17:58, time: 1.436, data_time: 0.003, memory: 5021, top1_acc: 0.4426, top5_acc: 0.6811, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.6435 2020-07-30 06:42:54,364 - mmaction - INFO - Epoch [147][640/940] lr: 3.419e-02, eta: 14:17:22, time: 1.388, data_time: 0.003, memory: 5021, top1_acc: 0.4248, top5_acc: 0.6629, loss_cls: 2.5521, loss: 2.5521, grad_norm: 2.6976 2020-07-30 06:43:22,232 - mmaction - INFO - Epoch [147][660/940] lr: 3.419e-02, eta: 14:16:47, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.4322, top5_acc: 0.6738, loss_cls: 2.5239, loss: 2.5239, grad_norm: 2.6634 2020-07-30 06:43:49,927 - mmaction - INFO - Epoch [147][680/940] lr: 3.419e-02, eta: 14:16:12, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4307, top5_acc: 0.6586, loss_cls: 2.5945, loss: 2.5945, grad_norm: 2.6092 2020-07-30 06:44:17,718 - mmaction - INFO - Epoch [147][700/940] lr: 3.419e-02, eta: 14:15:36, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4492, top5_acc: 0.6787, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.5495 2020-07-30 06:44:45,564 - mmaction - INFO - Epoch [147][720/940] lr: 3.419e-02, eta: 14:15:01, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4275, top5_acc: 0.6687, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.6574 2020-07-30 06:45:13,920 - mmaction - INFO - Epoch [147][740/940] lr: 3.419e-02, eta: 14:14:26, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.4332, top5_acc: 0.6691, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.6785 2020-07-30 06:45:41,557 - mmaction - INFO - Epoch [147][760/940] lr: 3.419e-02, eta: 14:13:51, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4279, top5_acc: 0.6570, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.6652 2020-07-30 06:46:09,313 - mmaction - INFO - Epoch [147][780/940] lr: 3.419e-02, eta: 14:13:15, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.4420, top5_acc: 0.6803, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.5650 2020-07-30 06:46:37,299 - mmaction - INFO - Epoch [147][800/940] lr: 3.419e-02, eta: 14:12:40, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4260, top5_acc: 0.6643, loss_cls: 2.5874, loss: 2.5874, grad_norm: 2.6357 2020-07-30 06:47:05,112 - mmaction - INFO - Epoch [147][820/940] lr: 3.419e-02, eta: 14:12:05, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.4516, top5_acc: 0.6840, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.6352 2020-07-30 06:47:32,806 - mmaction - INFO - Epoch [147][840/940] lr: 3.419e-02, eta: 14:11:29, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5416, loss: 2.5416, grad_norm: 2.7097 2020-07-30 06:48:00,553 - mmaction - INFO - Epoch [147][860/940] lr: 3.419e-02, eta: 14:10:54, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4389, top5_acc: 0.6687, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.6586 2020-07-30 06:48:28,436 - mmaction - INFO - Epoch [147][880/940] lr: 3.419e-02, eta: 14:10:19, time: 1.391, data_time: 0.004, memory: 5021, top1_acc: 0.4355, top5_acc: 0.6725, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.6394 2020-07-30 06:48:56,432 - mmaction - INFO - Epoch [147][900/940] lr: 3.419e-02, eta: 14:09:44, time: 1.403, data_time: 0.007, memory: 5021, top1_acc: 0.4350, top5_acc: 0.6699, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.6806 2020-07-30 06:49:24,273 - mmaction - INFO - Epoch [147][920/940] lr: 3.419e-02, eta: 14:09:08, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4299, top5_acc: 0.6676, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.6655 2020-07-30 06:49:51,274 - mmaction - INFO - Epoch [147][940/940] lr: 3.419e-02, eta: 14:08:33, time: 1.352, data_time: 0.006, memory: 5021, top1_acc: 0.4389, top5_acc: 0.6690, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.6453 2020-07-30 06:49:51,526 - mmaction - INFO - Saving checkpoint at 147 epochs 2020-07-30 06:51:27,529 - mmaction - INFO - Epoch [148][20/940] lr: 3.227e-02, eta: 14:08:30, time: 4.756, data_time: 0.385, memory: 5021, top1_acc: 0.4389, top5_acc: 0.6795, loss_cls: 2.5108, loss: 2.5108, grad_norm: 2.6995 2020-07-30 06:51:55,547 - mmaction - INFO - Epoch [148][40/940] lr: 3.227e-02, eta: 14:07:55, time: 1.403, data_time: 0.018, memory: 5021, top1_acc: 0.4369, top5_acc: 0.6762, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.7181 2020-07-30 06:52:23,424 - mmaction - INFO - Epoch [148][60/940] lr: 3.227e-02, eta: 14:07:20, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.4551, top5_acc: 0.6797, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.7156 2020-07-30 06:52:51,110 - mmaction - INFO - Epoch [148][80/940] lr: 3.227e-02, eta: 14:06:44, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.4428, top5_acc: 0.6816, loss_cls: 2.4847, loss: 2.4847, grad_norm: 2.6623 2020-07-30 06:53:19,048 - mmaction - INFO - Epoch [148][100/940] lr: 3.227e-02, eta: 14:06:09, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.4439, top5_acc: 0.6838, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.6854 2020-07-30 06:53:47,018 - mmaction - INFO - Epoch [148][120/940] lr: 3.227e-02, eta: 14:05:34, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.4400, top5_acc: 0.6771, loss_cls: 2.4957, loss: 2.4957, grad_norm: 2.6352 2020-07-30 06:54:15,335 - mmaction - INFO - Epoch [148][140/940] lr: 3.227e-02, eta: 14:04:59, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.6368 2020-07-30 06:54:43,544 - mmaction - INFO - Epoch [148][160/940] lr: 3.227e-02, eta: 14:04:24, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.4393, top5_acc: 0.6846, loss_cls: 2.4803, loss: 2.4803, grad_norm: 2.6992 2020-07-30 06:55:11,779 - mmaction - INFO - Epoch [148][180/940] lr: 3.227e-02, eta: 14:03:49, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.4373, top5_acc: 0.6816, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.6741 2020-07-30 06:55:40,205 - mmaction - INFO - Epoch [148][200/940] lr: 3.227e-02, eta: 14:03:14, time: 1.422, data_time: 0.006, memory: 5021, top1_acc: 0.4379, top5_acc: 0.6822, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.6644 2020-07-30 06:56:08,588 - mmaction - INFO - Epoch [148][220/940] lr: 3.227e-02, eta: 14:02:39, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.4350, top5_acc: 0.6719, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.7044 2020-07-30 06:56:36,594 - mmaction - INFO - Epoch [148][240/940] lr: 3.227e-02, eta: 14:02:04, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6623, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.6749 2020-07-30 06:57:04,672 - mmaction - INFO - Epoch [148][260/940] lr: 3.227e-02, eta: 14:01:29, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4408, top5_acc: 0.6805, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.6859 2020-07-30 06:57:32,762 - mmaction - INFO - Epoch [148][280/940] lr: 3.227e-02, eta: 14:00:54, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.4416, top5_acc: 0.6721, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.6767 2020-07-30 06:58:01,031 - mmaction - INFO - Epoch [148][300/940] lr: 3.227e-02, eta: 14:00:19, time: 1.415, data_time: 0.006, memory: 5021, top1_acc: 0.4367, top5_acc: 0.6734, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.6573 2020-07-30 06:58:29,985 - mmaction - INFO - Epoch [148][320/940] lr: 3.227e-02, eta: 13:59:44, time: 1.448, data_time: 0.002, memory: 5021, top1_acc: 0.4486, top5_acc: 0.6787, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.6578 2020-07-30 06:58:58,198 - mmaction - INFO - Epoch [148][340/940] lr: 3.227e-02, eta: 13:59:09, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.4437, top5_acc: 0.6900, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.7128 2020-07-30 06:59:26,031 - mmaction - INFO - Epoch [148][360/940] lr: 3.227e-02, eta: 13:58:34, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4316, top5_acc: 0.6666, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.6860 2020-07-30 06:59:53,891 - mmaction - INFO - Epoch [148][380/940] lr: 3.227e-02, eta: 13:57:58, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.4406, top5_acc: 0.6725, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.6550 2020-07-30 07:00:33,866 - mmaction - INFO - Epoch [148][400/940] lr: 3.227e-02, eta: 13:57:29, time: 1.982, data_time: 0.009, memory: 5021, top1_acc: 0.4426, top5_acc: 0.6773, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.6483 2020-07-30 07:01:01,789 - mmaction - INFO - Epoch [148][420/940] lr: 3.227e-02, eta: 13:56:54, time: 1.414, data_time: 0.045, memory: 5021, top1_acc: 0.4396, top5_acc: 0.6764, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.6761 2020-07-30 07:01:29,966 - mmaction - INFO - Epoch [148][440/940] lr: 3.227e-02, eta: 13:56:19, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4287, top5_acc: 0.6703, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.7140 2020-07-30 07:01:57,736 - mmaction - INFO - Epoch [148][460/940] lr: 3.227e-02, eta: 13:55:44, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4365, top5_acc: 0.6717, loss_cls: 2.5282, loss: 2.5282, grad_norm: 2.7588 2020-07-30 07:02:25,545 - mmaction - INFO - Epoch [148][480/940] lr: 3.227e-02, eta: 13:55:08, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4494, top5_acc: 0.6795, loss_cls: 2.4858, loss: 2.4858, grad_norm: 2.6775 2020-07-30 07:02:53,496 - mmaction - INFO - Epoch [148][500/940] lr: 3.227e-02, eta: 13:54:33, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.4514, top5_acc: 0.6904, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.6834 2020-07-30 07:03:21,284 - mmaction - INFO - Epoch [148][520/940] lr: 3.227e-02, eta: 13:53:58, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.4363, top5_acc: 0.6750, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.7427 2020-07-30 07:03:49,065 - mmaction - INFO - Epoch [148][540/940] lr: 3.227e-02, eta: 13:53:23, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4453, top5_acc: 0.6826, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.7190 2020-07-30 07:04:16,857 - mmaction - INFO - Epoch [148][560/940] lr: 3.227e-02, eta: 13:52:48, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4443, top5_acc: 0.6801, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.6787 2020-07-30 07:04:44,677 - mmaction - INFO - Epoch [148][580/940] lr: 3.227e-02, eta: 13:52:13, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4344, top5_acc: 0.6811, loss_cls: 2.5298, loss: 2.5298, grad_norm: 2.7248 2020-07-30 07:05:12,709 - mmaction - INFO - Epoch [148][600/940] lr: 3.227e-02, eta: 13:51:38, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4410, top5_acc: 0.6750, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.6949 2020-07-30 07:05:40,459 - mmaction - INFO - Epoch [148][620/940] lr: 3.227e-02, eta: 13:51:02, time: 1.389, data_time: 0.004, memory: 5021, top1_acc: 0.4309, top5_acc: 0.6645, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.8039 2020-07-30 07:06:08,425 - mmaction - INFO - Epoch [148][640/940] lr: 3.227e-02, eta: 13:50:27, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.4375, top5_acc: 0.6697, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.6961 2020-07-30 07:06:36,460 - mmaction - INFO - Epoch [148][660/940] lr: 3.227e-02, eta: 13:49:52, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.4363, top5_acc: 0.6725, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.7408 2020-07-30 07:07:04,973 - mmaction - INFO - Epoch [148][680/940] lr: 3.227e-02, eta: 13:49:17, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.4498, top5_acc: 0.6834, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.6584 2020-07-30 07:07:32,874 - mmaction - INFO - Epoch [148][700/940] lr: 3.227e-02, eta: 13:48:42, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4410, top5_acc: 0.6820, loss_cls: 2.5139, loss: 2.5139, grad_norm: 2.7081 2020-07-30 07:08:00,559 - mmaction - INFO - Epoch [148][720/940] lr: 3.227e-02, eta: 13:48:07, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4396, top5_acc: 0.6840, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.7075 2020-07-30 07:08:28,340 - mmaction - INFO - Epoch [148][740/940] lr: 3.227e-02, eta: 13:47:32, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4340, top5_acc: 0.6711, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.6838 2020-07-30 07:08:57,163 - mmaction - INFO - Epoch [148][760/940] lr: 3.227e-02, eta: 13:46:57, time: 1.442, data_time: 0.005, memory: 5021, top1_acc: 0.4330, top5_acc: 0.6734, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.6943 2020-07-30 07:09:25,129 - mmaction - INFO - Epoch [148][780/940] lr: 3.227e-02, eta: 13:46:22, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.4523, top5_acc: 0.6859, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.7405 2020-07-30 07:09:53,295 - mmaction - INFO - Epoch [148][800/940] lr: 3.227e-02, eta: 13:45:47, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.4437, top5_acc: 0.6791, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.7023 2020-07-30 07:10:21,157 - mmaction - INFO - Epoch [148][820/940] lr: 3.227e-02, eta: 13:45:12, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.6677 2020-07-30 07:10:49,279 - mmaction - INFO - Epoch [148][840/940] lr: 3.227e-02, eta: 13:44:37, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.4453, top5_acc: 0.6672, loss_cls: 2.5196, loss: 2.5196, grad_norm: 2.7227 2020-07-30 07:11:17,108 - mmaction - INFO - Epoch [148][860/940] lr: 3.227e-02, eta: 13:44:02, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4463, top5_acc: 0.6791, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.7689 2020-07-30 07:11:44,538 - mmaction - INFO - Epoch [148][880/940] lr: 3.227e-02, eta: 13:43:27, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4430, top5_acc: 0.6787, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.6723 2020-07-30 07:12:12,113 - mmaction - INFO - Epoch [148][900/940] lr: 3.227e-02, eta: 13:42:52, time: 1.376, data_time: 0.004, memory: 5021, top1_acc: 0.4486, top5_acc: 0.6861, loss_cls: 2.4661, loss: 2.4661, grad_norm: 2.6365 2020-07-30 07:12:39,795 - mmaction - INFO - Epoch [148][920/940] lr: 3.227e-02, eta: 13:42:17, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4377, top5_acc: 0.6807, loss_cls: 2.5208, loss: 2.5208, grad_norm: 2.7348 2020-07-30 07:13:06,314 - mmaction - INFO - Epoch [148][940/940] lr: 3.227e-02, eta: 13:41:41, time: 1.328, data_time: 0.005, memory: 5021, top1_acc: 0.4316, top5_acc: 0.6660, loss_cls: 2.5387, loss: 2.5387, grad_norm: 2.7517 2020-07-30 07:13:06,807 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-07-30 07:17:39,709 - mmaction - INFO - Epoch [149][20/940] lr: 3.039e-02, eta: 13:42:59, time: 13.583, data_time: 0.549, memory: 5021, top1_acc: 0.4578, top5_acc: 0.6824, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.6667 2020-07-30 07:18:06,934 - mmaction - INFO - Epoch [149][40/940] lr: 3.039e-02, eta: 13:42:23, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.4451, top5_acc: 0.6881, loss_cls: 2.4515, loss: 2.4515, grad_norm: 2.7618 2020-07-30 07:18:34,428 - mmaction - INFO - Epoch [149][60/940] lr: 3.039e-02, eta: 13:41:48, time: 1.373, data_time: 0.004, memory: 5021, top1_acc: 0.4391, top5_acc: 0.6777, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.6928 2020-07-30 07:19:01,814 - mmaction - INFO - Epoch [149][80/940] lr: 3.039e-02, eta: 13:41:13, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4439, top5_acc: 0.6957, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.7012 2020-07-30 07:19:29,314 - mmaction - INFO - Epoch [149][100/940] lr: 3.039e-02, eta: 13:40:37, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4389, top5_acc: 0.6707, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.7378 2020-07-30 07:19:56,898 - mmaction - INFO - Epoch [149][120/940] lr: 3.039e-02, eta: 13:40:02, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.4408, top5_acc: 0.6746, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.7396 2020-07-30 07:20:24,688 - mmaction - INFO - Epoch [149][140/940] lr: 3.039e-02, eta: 13:39:27, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4322, top5_acc: 0.6725, loss_cls: 2.5151, loss: 2.5151, grad_norm: 2.7503 2020-07-30 07:20:52,656 - mmaction - INFO - Epoch [149][160/940] lr: 3.039e-02, eta: 13:38:52, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4490, top5_acc: 0.6801, loss_cls: 2.4655, loss: 2.4655, grad_norm: 2.7189 2020-07-30 07:21:20,049 - mmaction - INFO - Epoch [149][180/940] lr: 3.039e-02, eta: 13:38:16, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4322, top5_acc: 0.6793, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.7500 2020-07-30 07:21:47,563 - mmaction - INFO - Epoch [149][200/940] lr: 3.039e-02, eta: 13:37:41, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4398, top5_acc: 0.6717, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.7183 2020-07-30 07:22:15,166 - mmaction - INFO - Epoch [149][220/940] lr: 3.039e-02, eta: 13:37:06, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4395, top5_acc: 0.6746, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.7457 2020-07-30 07:22:42,900 - mmaction - INFO - Epoch [149][240/940] lr: 3.039e-02, eta: 13:36:31, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4467, top5_acc: 0.6828, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.7300 2020-07-30 07:23:10,696 - mmaction - INFO - Epoch [149][260/940] lr: 3.039e-02, eta: 13:35:56, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4463, top5_acc: 0.6770, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.7155 2020-07-30 07:23:38,194 - mmaction - INFO - Epoch [149][280/940] lr: 3.039e-02, eta: 13:35:20, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4482, top5_acc: 0.6896, loss_cls: 2.4515, loss: 2.4515, grad_norm: 2.6742 2020-07-30 07:24:05,977 - mmaction - INFO - Epoch [149][300/940] lr: 3.039e-02, eta: 13:34:45, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.4457, top5_acc: 0.6816, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.7281 2020-07-30 07:24:33,427 - mmaction - INFO - Epoch [149][320/940] lr: 3.039e-02, eta: 13:34:10, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4389, top5_acc: 0.6836, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.7241 2020-07-30 07:25:01,556 - mmaction - INFO - Epoch [149][340/940] lr: 3.039e-02, eta: 13:33:35, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4404, top5_acc: 0.6814, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.7380 2020-07-30 07:25:29,520 - mmaction - INFO - Epoch [149][360/940] lr: 3.039e-02, eta: 13:33:00, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4457, top5_acc: 0.6828, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.7338 2020-07-30 07:25:57,686 - mmaction - INFO - Epoch [149][380/940] lr: 3.039e-02, eta: 13:32:25, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4510, top5_acc: 0.6805, loss_cls: 2.4715, loss: 2.4715, grad_norm: 2.6853 2020-07-30 07:26:25,165 - mmaction - INFO - Epoch [149][400/940] lr: 3.039e-02, eta: 13:31:50, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4436, top5_acc: 0.6746, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.7495 2020-07-30 07:26:52,768 - mmaction - INFO - Epoch [149][420/940] lr: 3.039e-02, eta: 13:31:14, time: 1.378, data_time: 0.004, memory: 5021, top1_acc: 0.4416, top5_acc: 0.6760, loss_cls: 2.5156, loss: 2.5156, grad_norm: 2.7914 2020-07-30 07:27:20,705 - mmaction - INFO - Epoch [149][440/940] lr: 3.039e-02, eta: 13:30:39, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4402, top5_acc: 0.6828, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.7389 2020-07-30 07:27:49,369 - mmaction - INFO - Epoch [149][460/940] lr: 3.039e-02, eta: 13:30:05, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.4545, top5_acc: 0.6926, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.7580 2020-07-30 07:28:16,943 - mmaction - INFO - Epoch [149][480/940] lr: 3.039e-02, eta: 13:29:29, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4363, top5_acc: 0.6770, loss_cls: 2.5165, loss: 2.5165, grad_norm: 2.8140 2020-07-30 07:28:44,556 - mmaction - INFO - Epoch [149][500/940] lr: 3.039e-02, eta: 13:28:54, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4443, top5_acc: 0.6723, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.7876 2020-07-30 07:29:12,245 - mmaction - INFO - Epoch [149][520/940] lr: 3.039e-02, eta: 13:28:19, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4512, top5_acc: 0.6904, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.7507 2020-07-30 07:29:39,516 - mmaction - INFO - Epoch [149][540/940] lr: 3.039e-02, eta: 13:27:44, time: 1.366, data_time: 0.005, memory: 5021, top1_acc: 0.4457, top5_acc: 0.6818, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.7145 2020-07-30 07:30:07,282 - mmaction - INFO - Epoch [149][560/940] lr: 3.039e-02, eta: 13:27:09, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4416, top5_acc: 0.6703, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.7617 2020-07-30 07:30:34,829 - mmaction - INFO - Epoch [149][580/940] lr: 3.039e-02, eta: 13:26:34, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.4467, top5_acc: 0.6820, loss_cls: 2.4755, loss: 2.4755, grad_norm: 2.7171 2020-07-30 07:31:02,791 - mmaction - INFO - Epoch [149][600/940] lr: 3.039e-02, eta: 13:25:59, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4426, top5_acc: 0.6764, loss_cls: 2.5169, loss: 2.5169, grad_norm: 2.7680 2020-07-30 07:31:30,524 - mmaction - INFO - Epoch [149][620/940] lr: 3.039e-02, eta: 13:25:23, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4346, top5_acc: 0.6740, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.7351 2020-07-30 07:31:58,141 - mmaction - INFO - Epoch [149][640/940] lr: 3.039e-02, eta: 13:24:48, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4385, top5_acc: 0.6850, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.7778 2020-07-30 07:32:25,695 - mmaction - INFO - Epoch [149][660/940] lr: 3.039e-02, eta: 13:24:13, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4309, top5_acc: 0.6713, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.8037 2020-07-30 07:32:53,205 - mmaction - INFO - Epoch [149][680/940] lr: 3.039e-02, eta: 13:23:38, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4412, top5_acc: 0.6842, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.7240 2020-07-30 07:33:20,492 - mmaction - INFO - Epoch [149][700/940] lr: 3.039e-02, eta: 13:23:03, time: 1.366, data_time: 0.004, memory: 5021, top1_acc: 0.4414, top5_acc: 0.6840, loss_cls: 2.5001, loss: 2.5001, grad_norm: 2.7666 2020-07-30 07:33:48,050 - mmaction - INFO - Epoch [149][720/940] lr: 3.039e-02, eta: 13:22:28, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.4486, top5_acc: 0.6842, loss_cls: 2.4931, loss: 2.4931, grad_norm: 2.6837 2020-07-30 07:34:16,033 - mmaction - INFO - Epoch [149][740/940] lr: 3.039e-02, eta: 13:21:53, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4463, top5_acc: 0.6748, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.7289 2020-07-30 07:34:43,583 - mmaction - INFO - Epoch [149][760/940] lr: 3.039e-02, eta: 13:21:17, time: 1.376, data_time: 0.004, memory: 5021, top1_acc: 0.4354, top5_acc: 0.6775, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.6814 2020-07-30 07:35:11,162 - mmaction - INFO - Epoch [149][780/940] lr: 3.039e-02, eta: 13:20:42, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4502, top5_acc: 0.6840, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.7101 2020-07-30 07:35:38,674 - mmaction - INFO - Epoch [149][800/940] lr: 3.039e-02, eta: 13:20:07, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.4479, top5_acc: 0.6771, loss_cls: 2.4690, loss: 2.4690, grad_norm: 2.7526 2020-07-30 07:36:06,017 - mmaction - INFO - Epoch [149][820/940] lr: 3.039e-02, eta: 13:19:32, time: 1.365, data_time: 0.004, memory: 5021, top1_acc: 0.4441, top5_acc: 0.6846, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.6990 2020-07-30 07:36:33,460 - mmaction - INFO - Epoch [149][840/940] lr: 3.039e-02, eta: 13:18:57, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4344, top5_acc: 0.6826, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.7361 2020-07-30 07:37:01,182 - mmaction - INFO - Epoch [149][860/940] lr: 3.039e-02, eta: 13:18:22, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4531, top5_acc: 0.6885, loss_cls: 2.4798, loss: 2.4798, grad_norm: 2.7690 2020-07-30 07:37:28,645 - mmaction - INFO - Epoch [149][880/940] lr: 3.039e-02, eta: 13:17:47, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4447, top5_acc: 0.6830, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.7645 2020-07-30 07:37:56,139 - mmaction - INFO - Epoch [149][900/940] lr: 3.039e-02, eta: 13:17:11, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4355, top5_acc: 0.6801, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.7845 2020-07-30 07:38:23,563 - mmaction - INFO - Epoch [149][920/940] lr: 3.039e-02, eta: 13:16:36, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4465, top5_acc: 0.6797, loss_cls: 2.4916, loss: 2.4916, grad_norm: 2.7754 2020-07-30 07:38:50,053 - mmaction - INFO - Epoch [149][940/940] lr: 3.039e-02, eta: 13:16:01, time: 1.326, data_time: 0.005, memory: 5021, top1_acc: 0.4318, top5_acc: 0.6674, loss_cls: 2.6047, loss: 2.6047, grad_norm: 2.8332 2020-07-30 07:38:50,373 - mmaction - INFO - Saving checkpoint at 149 epochs 2020-07-30 07:41:01,145 - mmaction - INFO - Epoch [150][20/940] lr: 2.857e-02, eta: 13:16:11, time: 6.490, data_time: 0.356, memory: 5021, top1_acc: 0.4361, top5_acc: 0.6783, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.7321 2020-07-30 07:41:28,836 - mmaction - INFO - Epoch [150][40/940] lr: 2.857e-02, eta: 13:15:36, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4582, top5_acc: 0.6881, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.7507 2020-07-30 07:41:56,529 - mmaction - INFO - Epoch [150][60/940] lr: 2.857e-02, eta: 13:15:01, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.4590, top5_acc: 0.6852, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.7123 2020-07-30 07:42:24,141 - mmaction - INFO - Epoch [150][80/940] lr: 2.857e-02, eta: 13:14:26, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4498, top5_acc: 0.6859, loss_cls: 2.4797, loss: 2.4797, grad_norm: 2.7430 2020-07-30 07:42:51,916 - mmaction - INFO - Epoch [150][100/940] lr: 2.857e-02, eta: 13:13:51, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4619, top5_acc: 0.6924, loss_cls: 2.4368, loss: 2.4368, grad_norm: 2.7354 2020-07-30 07:43:19,698 - mmaction - INFO - Epoch [150][120/940] lr: 2.857e-02, eta: 13:13:16, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4553, top5_acc: 0.6900, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.7457 2020-07-30 07:43:47,548 - mmaction - INFO - Epoch [150][140/940] lr: 2.857e-02, eta: 13:12:41, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4484, top5_acc: 0.6793, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.8081 2020-07-30 07:44:15,223 - mmaction - INFO - Epoch [150][160/940] lr: 2.857e-02, eta: 13:12:06, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4607, top5_acc: 0.6908, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.7722 2020-07-30 07:44:43,241 - mmaction - INFO - Epoch [150][180/940] lr: 2.857e-02, eta: 13:11:31, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4574, top5_acc: 0.6877, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.7885 2020-07-30 07:45:11,226 - mmaction - INFO - Epoch [150][200/940] lr: 2.857e-02, eta: 13:10:56, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4477, top5_acc: 0.6840, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.7902 2020-07-30 07:45:38,821 - mmaction - INFO - Epoch [150][220/940] lr: 2.857e-02, eta: 13:10:21, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.4562, top5_acc: 0.6850, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.7730 2020-07-30 07:46:06,448 - mmaction - INFO - Epoch [150][240/940] lr: 2.857e-02, eta: 13:09:46, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4590, top5_acc: 0.6957, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.7374 2020-07-30 07:46:33,949 - mmaction - INFO - Epoch [150][260/940] lr: 2.857e-02, eta: 13:09:11, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4441, top5_acc: 0.6758, loss_cls: 2.5022, loss: 2.5022, grad_norm: 2.8315 2020-07-30 07:47:01,557 - mmaction - INFO - Epoch [150][280/940] lr: 2.857e-02, eta: 13:08:36, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4514, top5_acc: 0.6914, loss_cls: 2.4399, loss: 2.4399, grad_norm: 2.7300 2020-07-30 07:47:29,111 - mmaction - INFO - Epoch [150][300/940] lr: 2.857e-02, eta: 13:08:00, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.4459, top5_acc: 0.6816, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.7598 2020-07-30 07:47:56,745 - mmaction - INFO - Epoch [150][320/940] lr: 2.857e-02, eta: 13:07:25, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4443, top5_acc: 0.6785, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.7592 2020-07-30 07:48:24,429 - mmaction - INFO - Epoch [150][340/940] lr: 2.857e-02, eta: 13:06:50, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4471, top5_acc: 0.6838, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.7706 2020-07-30 07:48:52,089 - mmaction - INFO - Epoch [150][360/940] lr: 2.857e-02, eta: 13:06:15, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4484, top5_acc: 0.6793, loss_cls: 2.4710, loss: 2.4710, grad_norm: 2.7466 2020-07-30 07:49:19,392 - mmaction - INFO - Epoch [150][380/940] lr: 2.857e-02, eta: 13:05:40, time: 1.363, data_time: 0.004, memory: 5021, top1_acc: 0.4443, top5_acc: 0.6750, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.7726 2020-07-30 07:49:47,058 - mmaction - INFO - Epoch [150][400/940] lr: 2.857e-02, eta: 13:05:05, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4547, top5_acc: 0.6816, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.7211 2020-07-30 07:50:14,976 - mmaction - INFO - Epoch [150][420/940] lr: 2.857e-02, eta: 13:04:30, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4447, top5_acc: 0.6775, loss_cls: 2.4883, loss: 2.4883, grad_norm: 2.7835 2020-07-30 07:50:42,872 - mmaction - INFO - Epoch [150][440/940] lr: 2.857e-02, eta: 13:03:55, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4465, top5_acc: 0.6848, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.8236 2020-07-30 07:51:10,569 - mmaction - INFO - Epoch [150][460/940] lr: 2.857e-02, eta: 13:03:20, time: 1.385, data_time: 0.007, memory: 5021, top1_acc: 0.4506, top5_acc: 0.6893, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.7493 2020-07-30 07:51:38,131 - mmaction - INFO - Epoch [150][480/940] lr: 2.857e-02, eta: 13:02:45, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4525, top5_acc: 0.6896, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.8074 2020-07-30 07:52:05,435 - mmaction - INFO - Epoch [150][500/940] lr: 2.857e-02, eta: 13:02:10, time: 1.365, data_time: 0.003, memory: 5021, top1_acc: 0.4559, top5_acc: 0.6949, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.7950 2020-07-30 07:52:33,024 - mmaction - INFO - Epoch [150][520/940] lr: 2.857e-02, eta: 13:01:35, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4455, top5_acc: 0.6832, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.8059 2020-07-30 07:53:00,474 - mmaction - INFO - Epoch [150][540/940] lr: 2.857e-02, eta: 13:01:00, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4451, top5_acc: 0.6932, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.7764 2020-07-30 07:53:28,404 - mmaction - INFO - Epoch [150][560/940] lr: 2.857e-02, eta: 13:00:25, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4486, top5_acc: 0.6834, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.8205 2020-07-30 07:53:55,818 - mmaction - INFO - Epoch [150][580/940] lr: 2.857e-02, eta: 12:59:50, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4555, top5_acc: 0.6900, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.7707 2020-07-30 07:54:23,261 - mmaction - INFO - Epoch [150][600/940] lr: 2.857e-02, eta: 12:59:15, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4504, top5_acc: 0.6748, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.7189 2020-07-30 07:54:51,109 - mmaction - INFO - Epoch [150][620/940] lr: 2.857e-02, eta: 12:58:40, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4381, top5_acc: 0.6832, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.8147 2020-07-30 07:55:18,715 - mmaction - INFO - Epoch [150][640/940] lr: 2.857e-02, eta: 12:58:05, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.4393, top5_acc: 0.6900, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.8058 2020-07-30 07:55:46,407 - mmaction - INFO - Epoch [150][660/940] lr: 2.857e-02, eta: 12:57:30, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4518, top5_acc: 0.6816, loss_cls: 2.4781, loss: 2.4781, grad_norm: 2.8194 2020-07-30 07:56:14,048 - mmaction - INFO - Epoch [150][680/940] lr: 2.857e-02, eta: 12:56:55, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4488, top5_acc: 0.6861, loss_cls: 2.4612, loss: 2.4612, grad_norm: 2.8181 2020-07-30 07:56:41,690 - mmaction - INFO - Epoch [150][700/940] lr: 2.857e-02, eta: 12:56:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4490, top5_acc: 0.6869, loss_cls: 2.4676, loss: 2.4676, grad_norm: 2.8144 2020-07-30 07:57:09,154 - mmaction - INFO - Epoch [150][720/940] lr: 2.857e-02, eta: 12:55:46, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4508, top5_acc: 0.6840, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.7399 2020-07-30 07:57:36,569 - mmaction - INFO - Epoch [150][740/940] lr: 2.857e-02, eta: 12:55:10, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.4514, top5_acc: 0.6934, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.8010 2020-07-30 07:58:04,069 - mmaction - INFO - Epoch [150][760/940] lr: 2.857e-02, eta: 12:54:35, time: 1.373, data_time: 0.006, memory: 5021, top1_acc: 0.4494, top5_acc: 0.6914, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.8041 2020-07-30 07:58:32,059 - mmaction - INFO - Epoch [150][780/940] lr: 2.857e-02, eta: 12:54:01, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.4437, top5_acc: 0.6779, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.8214 2020-07-30 07:58:59,488 - mmaction - INFO - Epoch [150][800/940] lr: 2.857e-02, eta: 12:53:26, time: 1.370, data_time: 0.006, memory: 5021, top1_acc: 0.4373, top5_acc: 0.6832, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.8028 2020-07-30 07:59:27,185 - mmaction - INFO - Epoch [150][820/940] lr: 2.857e-02, eta: 12:52:51, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4437, top5_acc: 0.6779, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.7787 2020-07-30 07:59:54,947 - mmaction - INFO - Epoch [150][840/940] lr: 2.857e-02, eta: 12:52:16, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4516, top5_acc: 0.6924, loss_cls: 2.4529, loss: 2.4529, grad_norm: 2.7848 2020-07-30 08:00:29,006 - mmaction - INFO - Epoch [150][860/940] lr: 2.857e-02, eta: 12:51:44, time: 1.702, data_time: 0.006, memory: 5021, top1_acc: 0.4545, top5_acc: 0.6814, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.7697 2020-07-30 08:00:56,644 - mmaction - INFO - Epoch [150][880/940] lr: 2.857e-02, eta: 12:51:09, time: 1.383, data_time: 0.013, memory: 5021, top1_acc: 0.4441, top5_acc: 0.6752, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.8034 2020-07-30 08:01:24,041 - mmaction - INFO - Epoch [150][900/940] lr: 2.857e-02, eta: 12:50:34, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4510, top5_acc: 0.6871, loss_cls: 2.4441, loss: 2.4441, grad_norm: 2.8119 2020-07-30 08:01:51,591 - mmaction - INFO - Epoch [150][920/940] lr: 2.857e-02, eta: 12:49:59, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4453, top5_acc: 0.6814, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.7810 2020-07-30 08:02:18,499 - mmaction - INFO - Epoch [150][940/940] lr: 2.857e-02, eta: 12:49:24, time: 1.347, data_time: 0.005, memory: 5021, top1_acc: 0.4519, top5_acc: 0.6845, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.7612 2020-07-30 08:02:18,926 - mmaction - INFO - Saving checkpoint at 150 epochs 2020-07-30 08:08:38,386 - mmaction - INFO - Epoch [151][20/940] lr: 2.679e-02, eta: 12:51:17, time: 18.902, data_time: 0.559, memory: 5021, top1_acc: 0.4510, top5_acc: 0.6854, loss_cls: 2.4498, loss: 2.4498, grad_norm: 2.7471 2020-07-30 08:09:05,553 - mmaction - INFO - Epoch [151][40/940] lr: 2.679e-02, eta: 12:50:41, time: 1.361, data_time: 0.006, memory: 5021, top1_acc: 0.4562, top5_acc: 0.6836, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.7481 2020-07-30 08:09:32,588 - mmaction - INFO - Epoch [151][60/940] lr: 2.679e-02, eta: 12:50:06, time: 1.349, data_time: 0.005, memory: 5021, top1_acc: 0.4611, top5_acc: 0.6926, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.7585 2020-07-30 08:09:59,914 - mmaction - INFO - Epoch [151][80/940] lr: 2.679e-02, eta: 12:49:31, time: 1.367, data_time: 0.006, memory: 5021, top1_acc: 0.4508, top5_acc: 0.6865, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.8088 2020-07-30 08:10:27,458 - mmaction - INFO - Epoch [151][100/940] lr: 2.679e-02, eta: 12:48:56, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4551, top5_acc: 0.6984, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.8040 2020-07-30 08:10:54,921 - mmaction - INFO - Epoch [151][120/940] lr: 2.679e-02, eta: 12:48:21, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4555, top5_acc: 0.6924, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.8211 2020-07-30 08:11:22,768 - mmaction - INFO - Epoch [151][140/940] lr: 2.679e-02, eta: 12:47:46, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4627, top5_acc: 0.6898, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.8066 2020-07-30 08:11:50,158 - mmaction - INFO - Epoch [151][160/940] lr: 2.679e-02, eta: 12:47:11, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.7972 2020-07-30 08:12:17,706 - mmaction - INFO - Epoch [151][180/940] lr: 2.679e-02, eta: 12:46:36, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4561, top5_acc: 0.6873, loss_cls: 2.4441, loss: 2.4441, grad_norm: 2.8603 2020-07-30 08:12:45,848 - mmaction - INFO - Epoch [151][200/940] lr: 2.679e-02, eta: 12:46:01, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.4545, top5_acc: 0.6877, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.8257 2020-07-30 08:13:13,589 - mmaction - INFO - Epoch [151][220/940] lr: 2.679e-02, eta: 12:45:26, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4555, top5_acc: 0.6848, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.8434 2020-07-30 08:13:41,232 - mmaction - INFO - Epoch [151][240/940] lr: 2.679e-02, eta: 12:44:51, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4562, top5_acc: 0.6959, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.8132 2020-07-30 08:14:08,695 - mmaction - INFO - Epoch [151][260/940] lr: 2.679e-02, eta: 12:44:16, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4525, top5_acc: 0.6941, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.9011 2020-07-30 08:14:36,467 - mmaction - INFO - Epoch [151][280/940] lr: 2.679e-02, eta: 12:43:41, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4461, top5_acc: 0.6941, loss_cls: 2.4748, loss: 2.4748, grad_norm: 2.8532 2020-07-30 08:15:04,360 - mmaction - INFO - Epoch [151][300/940] lr: 2.679e-02, eta: 12:43:06, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.4576, top5_acc: 0.6836, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.8302 2020-07-30 08:15:31,798 - mmaction - INFO - Epoch [151][320/940] lr: 2.679e-02, eta: 12:42:31, time: 1.372, data_time: 0.002, memory: 5021, top1_acc: 0.4549, top5_acc: 0.6879, loss_cls: 2.4331, loss: 2.4331, grad_norm: 2.8300 2020-07-30 08:15:59,595 - mmaction - INFO - Epoch [151][340/940] lr: 2.679e-02, eta: 12:41:56, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4449, top5_acc: 0.6836, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.8516 2020-07-30 08:16:27,521 - mmaction - INFO - Epoch [151][360/940] lr: 2.679e-02, eta: 12:41:21, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4555, top5_acc: 0.6850, loss_cls: 2.4502, loss: 2.4502, grad_norm: 2.8030 2020-07-30 08:16:55,230 - mmaction - INFO - Epoch [151][380/940] lr: 2.679e-02, eta: 12:40:46, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4436, top5_acc: 0.6861, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.8254 2020-07-30 08:17:22,691 - mmaction - INFO - Epoch [151][400/940] lr: 2.679e-02, eta: 12:40:11, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.4461, top5_acc: 0.6863, loss_cls: 2.4534, loss: 2.4534, grad_norm: 2.8083 2020-07-30 08:17:50,364 - mmaction - INFO - Epoch [151][420/940] lr: 2.679e-02, eta: 12:39:36, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4529, top5_acc: 0.6848, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.8356 2020-07-30 08:18:18,058 - mmaction - INFO - Epoch [151][440/940] lr: 2.679e-02, eta: 12:39:02, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4463, top5_acc: 0.6863, loss_cls: 2.4757, loss: 2.4757, grad_norm: 2.8951 2020-07-30 08:18:45,829 - mmaction - INFO - Epoch [151][460/940] lr: 2.679e-02, eta: 12:38:27, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.4596, top5_acc: 0.6891, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.8335 2020-07-30 08:19:13,417 - mmaction - INFO - Epoch [151][480/940] lr: 2.679e-02, eta: 12:37:52, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4555, top5_acc: 0.6842, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.7958 2020-07-30 08:19:40,851 - mmaction - INFO - Epoch [151][500/940] lr: 2.679e-02, eta: 12:37:17, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4514, top5_acc: 0.6857, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.8462 2020-07-30 08:20:08,998 - mmaction - INFO - Epoch [151][520/940] lr: 2.679e-02, eta: 12:36:42, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4535, top5_acc: 0.6932, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.7863 2020-07-30 08:20:36,410 - mmaction - INFO - Epoch [151][540/940] lr: 2.679e-02, eta: 12:36:07, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.4502, top5_acc: 0.6828, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.8171 2020-07-30 08:21:03,834 - mmaction - INFO - Epoch [151][560/940] lr: 2.679e-02, eta: 12:35:32, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4512, top5_acc: 0.6896, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.7885 2020-07-30 08:21:31,349 - mmaction - INFO - Epoch [151][580/940] lr: 2.679e-02, eta: 12:34:57, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.4385, top5_acc: 0.6734, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.8179 2020-07-30 08:22:00,981 - mmaction - INFO - Epoch [151][600/940] lr: 2.679e-02, eta: 12:34:23, time: 1.480, data_time: 0.094, memory: 5021, top1_acc: 0.4420, top5_acc: 0.6754, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.8395 2020-07-30 08:22:28,887 - mmaction - INFO - Epoch [151][620/940] lr: 2.679e-02, eta: 12:33:48, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4479, top5_acc: 0.6822, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.8555 2020-07-30 08:22:56,469 - mmaction - INFO - Epoch [151][640/940] lr: 2.679e-02, eta: 12:33:13, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.4500, top5_acc: 0.6805, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.8166 2020-07-30 08:23:24,007 - mmaction - INFO - Epoch [151][660/940] lr: 2.679e-02, eta: 12:32:38, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4486, top5_acc: 0.6836, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.8697 2020-07-30 08:23:51,472 - mmaction - INFO - Epoch [151][680/940] lr: 2.679e-02, eta: 12:32:03, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.4537, top5_acc: 0.6943, loss_cls: 2.4132, loss: 2.4132, grad_norm: 2.8262 2020-07-30 08:24:18,987 - mmaction - INFO - Epoch [151][700/940] lr: 2.679e-02, eta: 12:31:28, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4543, top5_acc: 0.6816, loss_cls: 2.4527, loss: 2.4527, grad_norm: 2.8674 2020-07-30 08:24:46,934 - mmaction - INFO - Epoch [151][720/940] lr: 2.679e-02, eta: 12:30:53, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4643, top5_acc: 0.6900, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.8002 2020-07-30 08:25:14,698 - mmaction - INFO - Epoch [151][740/940] lr: 2.679e-02, eta: 12:30:19, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4564, top5_acc: 0.6912, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.8641 2020-07-30 08:25:42,195 - mmaction - INFO - Epoch [151][760/940] lr: 2.679e-02, eta: 12:29:44, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4496, top5_acc: 0.6871, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.8366 2020-07-30 08:26:09,726 - mmaction - INFO - Epoch [151][780/940] lr: 2.679e-02, eta: 12:29:09, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4504, top5_acc: 0.6773, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.8895 2020-07-30 08:26:37,232 - mmaction - INFO - Epoch [151][800/940] lr: 2.679e-02, eta: 12:28:34, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4488, top5_acc: 0.6842, loss_cls: 2.4525, loss: 2.4525, grad_norm: 2.8756 2020-07-30 08:27:04,854 - mmaction - INFO - Epoch [151][820/940] lr: 2.679e-02, eta: 12:27:59, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4566, top5_acc: 0.6912, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.8344 2020-07-30 08:27:32,489 - mmaction - INFO - Epoch [151][840/940] lr: 2.679e-02, eta: 12:27:24, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.4477, top5_acc: 0.6818, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.8690 2020-07-30 08:28:00,379 - mmaction - INFO - Epoch [151][860/940] lr: 2.679e-02, eta: 12:26:49, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4547, top5_acc: 0.6822, loss_cls: 2.4757, loss: 2.4757, grad_norm: 2.8323 2020-07-30 08:28:27,758 - mmaction - INFO - Epoch [151][880/940] lr: 2.679e-02, eta: 12:26:14, time: 1.371, data_time: 0.006, memory: 5021, top1_acc: 0.4357, top5_acc: 0.6777, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.8893 2020-07-30 08:28:55,431 - mmaction - INFO - Epoch [151][900/940] lr: 2.679e-02, eta: 12:25:40, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4418, top5_acc: 0.6848, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.8020 2020-07-30 08:29:22,851 - mmaction - INFO - Epoch [151][920/940] lr: 2.679e-02, eta: 12:25:05, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4600, top5_acc: 0.6943, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.8104 2020-07-30 08:29:49,510 - mmaction - INFO - Epoch [151][940/940] lr: 2.679e-02, eta: 12:24:29, time: 1.331, data_time: 0.006, memory: 5021, top1_acc: 0.4625, top5_acc: 0.6916, loss_cls: 2.4416, loss: 2.4416, grad_norm: 2.8809 2020-07-30 08:29:49,874 - mmaction - INFO - Saving checkpoint at 151 epochs 2020-07-30 08:31:34,268 - mmaction - INFO - Epoch [152][20/940] lr: 2.508e-02, eta: 12:24:25, time: 5.176, data_time: 0.367, memory: 5021, top1_acc: 0.4520, top5_acc: 0.6826, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.8323 2020-07-30 08:32:01,729 - mmaction - INFO - Epoch [152][40/940] lr: 2.508e-02, eta: 12:23:50, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4578, top5_acc: 0.6904, loss_cls: 2.4052, loss: 2.4052, grad_norm: 2.7672 2020-07-30 08:32:29,262 - mmaction - INFO - Epoch [152][60/940] lr: 2.508e-02, eta: 12:23:15, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.4705, top5_acc: 0.6947, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.7381 2020-07-30 08:32:56,975 - mmaction - INFO - Epoch [152][80/940] lr: 2.508e-02, eta: 12:22:40, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.4572, top5_acc: 0.7004, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.8503 2020-07-30 08:33:24,656 - mmaction - INFO - Epoch [152][100/940] lr: 2.508e-02, eta: 12:22:06, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4568, top5_acc: 0.6949, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.8392 2020-07-30 08:33:52,056 - mmaction - INFO - Epoch [152][120/940] lr: 2.508e-02, eta: 12:21:31, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.4650, top5_acc: 0.6912, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.8280 2020-07-30 08:34:19,873 - mmaction - INFO - Epoch [152][140/940] lr: 2.508e-02, eta: 12:20:56, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4553, top5_acc: 0.6953, loss_cls: 2.4152, loss: 2.4152, grad_norm: 2.8317 2020-07-30 08:34:47,497 - mmaction - INFO - Epoch [152][160/940] lr: 2.508e-02, eta: 12:20:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4637, top5_acc: 0.7068, loss_cls: 2.3682, loss: 2.3682, grad_norm: 2.8690 2020-07-30 08:35:15,612 - mmaction - INFO - Epoch [152][180/940] lr: 2.508e-02, eta: 12:19:46, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4691, top5_acc: 0.7049, loss_cls: 2.3191, loss: 2.3191, grad_norm: 2.8970 2020-07-30 08:35:43,354 - mmaction - INFO - Epoch [152][200/940] lr: 2.508e-02, eta: 12:19:12, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4607, top5_acc: 0.6994, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.9386 2020-07-30 08:36:11,388 - mmaction - INFO - Epoch [152][220/940] lr: 2.508e-02, eta: 12:18:37, time: 1.399, data_time: 0.004, memory: 5021, top1_acc: 0.4650, top5_acc: 0.6951, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.8834 2020-07-30 08:36:39,120 - mmaction - INFO - Epoch [152][240/940] lr: 2.508e-02, eta: 12:18:02, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4654, top5_acc: 0.6928, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.9077 2020-07-30 08:37:06,736 - mmaction - INFO - Epoch [152][260/940] lr: 2.508e-02, eta: 12:17:27, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.4557, top5_acc: 0.6836, loss_cls: 2.4189, loss: 2.4189, grad_norm: 2.9063 2020-07-30 08:37:34,184 - mmaction - INFO - Epoch [152][280/940] lr: 2.508e-02, eta: 12:16:52, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.4572, top5_acc: 0.6951, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.9162 2020-07-30 08:38:02,184 - mmaction - INFO - Epoch [152][300/940] lr: 2.508e-02, eta: 12:16:18, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4496, top5_acc: 0.6793, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.9044 2020-07-30 08:38:29,739 - mmaction - INFO - Epoch [152][320/940] lr: 2.508e-02, eta: 12:15:43, time: 1.380, data_time: 0.007, memory: 5021, top1_acc: 0.4656, top5_acc: 0.6904, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.8169 2020-07-30 08:38:57,457 - mmaction - INFO - Epoch [152][340/940] lr: 2.508e-02, eta: 12:15:08, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4713, top5_acc: 0.6943, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.9054 2020-07-30 08:39:25,276 - mmaction - INFO - Epoch [152][360/940] lr: 2.508e-02, eta: 12:14:33, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4627, top5_acc: 0.6916, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.9116 2020-07-30 08:39:53,117 - mmaction - INFO - Epoch [152][380/940] lr: 2.508e-02, eta: 12:13:59, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4557, top5_acc: 0.6832, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.8863 2020-07-30 08:40:21,171 - mmaction - INFO - Epoch [152][400/940] lr: 2.508e-02, eta: 12:13:24, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4521, top5_acc: 0.6818, loss_cls: 2.4420, loss: 2.4420, grad_norm: 2.8794 2020-07-30 08:40:48,992 - mmaction - INFO - Epoch [152][420/940] lr: 2.508e-02, eta: 12:12:49, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4561, top5_acc: 0.6924, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.8930 2020-07-30 08:41:17,018 - mmaction - INFO - Epoch [152][440/940] lr: 2.508e-02, eta: 12:12:15, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.4572, top5_acc: 0.6854, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.8963 2020-07-30 08:41:44,711 - mmaction - INFO - Epoch [152][460/940] lr: 2.508e-02, eta: 12:11:40, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4578, top5_acc: 0.6873, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.9244 2020-07-30 08:42:12,290 - mmaction - INFO - Epoch [152][480/940] lr: 2.508e-02, eta: 12:11:05, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.4654, top5_acc: 0.6969, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.8694 2020-07-30 08:42:39,923 - mmaction - INFO - Epoch [152][500/940] lr: 2.508e-02, eta: 12:10:30, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4527, top5_acc: 0.6850, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.9023 2020-07-30 08:43:07,621 - mmaction - INFO - Epoch [152][520/940] lr: 2.508e-02, eta: 12:09:56, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4521, top5_acc: 0.6852, loss_cls: 2.4629, loss: 2.4629, grad_norm: 2.9132 2020-07-30 08:43:35,503 - mmaction - INFO - Epoch [152][540/940] lr: 2.508e-02, eta: 12:09:21, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4545, top5_acc: 0.6844, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.8804 2020-07-30 08:44:03,128 - mmaction - INFO - Epoch [152][560/940] lr: 2.508e-02, eta: 12:08:46, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4678, top5_acc: 0.6982, loss_cls: 2.3611, loss: 2.3611, grad_norm: 2.8185 2020-07-30 08:44:30,804 - mmaction - INFO - Epoch [152][580/940] lr: 2.508e-02, eta: 12:08:11, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4721, top5_acc: 0.7141, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.8651 2020-07-30 08:44:58,775 - mmaction - INFO - Epoch [152][600/940] lr: 2.508e-02, eta: 12:07:37, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4543, top5_acc: 0.6910, loss_cls: 2.4361, loss: 2.4361, grad_norm: 2.9137 2020-07-30 08:45:26,768 - mmaction - INFO - Epoch [152][620/940] lr: 2.508e-02, eta: 12:07:02, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4623, top5_acc: 0.6848, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.9402 2020-07-30 08:45:54,371 - mmaction - INFO - Epoch [152][640/940] lr: 2.508e-02, eta: 12:06:27, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.4629, top5_acc: 0.6943, loss_cls: 2.4299, loss: 2.4299, grad_norm: 2.8812 2020-07-30 08:46:22,219 - mmaction - INFO - Epoch [152][660/940] lr: 2.508e-02, eta: 12:05:53, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4604, top5_acc: 0.6885, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.8847 2020-07-30 08:46:49,613 - mmaction - INFO - Epoch [152][680/940] lr: 2.508e-02, eta: 12:05:18, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4666, top5_acc: 0.7027, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.8338 2020-07-30 08:47:17,244 - mmaction - INFO - Epoch [152][700/940] lr: 2.508e-02, eta: 12:04:43, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.4643, top5_acc: 0.6998, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.8692 2020-07-30 08:47:45,540 - mmaction - INFO - Epoch [152][720/940] lr: 2.508e-02, eta: 12:04:09, time: 1.416, data_time: 0.006, memory: 5021, top1_acc: 0.4578, top5_acc: 0.6973, loss_cls: 2.3960, loss: 2.3960, grad_norm: 2.8637 2020-07-30 08:48:13,256 - mmaction - INFO - Epoch [152][740/940] lr: 2.508e-02, eta: 12:03:34, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4533, top5_acc: 0.6869, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.9009 2020-07-30 08:48:40,720 - mmaction - INFO - Epoch [152][760/940] lr: 2.508e-02, eta: 12:02:59, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.4553, top5_acc: 0.6910, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.8552 2020-07-30 08:49:08,103 - mmaction - INFO - Epoch [152][780/940] lr: 2.508e-02, eta: 12:02:24, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.4588, top5_acc: 0.6896, loss_cls: 2.4130, loss: 2.4130, grad_norm: 2.8771 2020-07-30 08:49:35,814 - mmaction - INFO - Epoch [152][800/940] lr: 2.508e-02, eta: 12:01:50, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4537, top5_acc: 0.6871, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.8584 2020-07-30 08:50:03,713 - mmaction - INFO - Epoch [152][820/940] lr: 2.508e-02, eta: 12:01:15, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.4537, top5_acc: 0.6879, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.8704 2020-07-30 08:50:31,106 - mmaction - INFO - Epoch [152][840/940] lr: 2.508e-02, eta: 12:00:40, time: 1.370, data_time: 0.003, memory: 5021, top1_acc: 0.4543, top5_acc: 0.6934, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.9008 2020-07-30 08:50:58,701 - mmaction - INFO - Epoch [152][860/940] lr: 2.508e-02, eta: 12:00:06, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4566, top5_acc: 0.6937, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.9151 2020-07-30 08:51:26,291 - mmaction - INFO - Epoch [152][880/940] lr: 2.508e-02, eta: 11:59:31, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.4611, top5_acc: 0.6910, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.8229 2020-07-30 08:51:53,915 - mmaction - INFO - Epoch [152][900/940] lr: 2.508e-02, eta: 11:58:56, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4609, top5_acc: 0.6975, loss_cls: 2.4011, loss: 2.4011, grad_norm: 2.8987 2020-07-30 08:52:21,297 - mmaction - INFO - Epoch [152][920/940] lr: 2.508e-02, eta: 11:58:21, time: 1.373, data_time: 0.007, memory: 5021, top1_acc: 0.4473, top5_acc: 0.6900, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.9362 2020-07-30 08:52:47,738 - mmaction - INFO - Epoch [152][940/940] lr: 2.508e-02, eta: 11:57:46, time: 1.320, data_time: 0.006, memory: 5021, top1_acc: 0.4541, top5_acc: 0.6843, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.8717 2020-07-30 08:52:48,073 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-07-30 08:57:07,381 - mmaction - INFO - Epoch [153][20/940] lr: 2.341e-02, eta: 11:58:40, time: 12.912, data_time: 0.354, memory: 5021, top1_acc: 0.4455, top5_acc: 0.6803, loss_cls: 2.4654, loss: 2.4654, grad_norm: 2.8899 2020-07-30 08:57:34,682 - mmaction - INFO - Epoch [153][40/940] lr: 2.341e-02, eta: 11:58:05, time: 1.367, data_time: 0.006, memory: 5021, top1_acc: 0.4611, top5_acc: 0.6936, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.8559 2020-07-30 08:58:02,286 - mmaction - INFO - Epoch [153][60/940] lr: 2.341e-02, eta: 11:57:30, time: 1.380, data_time: 0.004, memory: 5021, top1_acc: 0.4637, top5_acc: 0.6961, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.8318 2020-07-30 08:58:29,811 - mmaction - INFO - Epoch [153][80/940] lr: 2.341e-02, eta: 11:56:56, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.4623, top5_acc: 0.6965, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.8757 2020-07-30 08:58:57,624 - mmaction - INFO - Epoch [153][100/940] lr: 2.341e-02, eta: 11:56:21, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4592, top5_acc: 0.6963, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.8959 2020-07-30 08:59:25,466 - mmaction - INFO - Epoch [153][120/940] lr: 2.341e-02, eta: 11:55:46, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.4715, top5_acc: 0.6934, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.9042 2020-07-30 08:59:53,222 - mmaction - INFO - Epoch [153][140/940] lr: 2.341e-02, eta: 11:55:11, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4771, top5_acc: 0.7059, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.8444 2020-07-30 09:00:30,043 - mmaction - INFO - Epoch [153][160/940] lr: 2.341e-02, eta: 11:54:40, time: 1.830, data_time: 0.008, memory: 5021, top1_acc: 0.4705, top5_acc: 0.7029, loss_cls: 2.3651, loss: 2.3651, grad_norm: 2.8984 2020-07-30 09:00:58,082 - mmaction - INFO - Epoch [153][180/940] lr: 2.341e-02, eta: 11:54:06, time: 1.416, data_time: 0.030, memory: 5021, top1_acc: 0.4674, top5_acc: 0.7006, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.9037 2020-07-30 09:01:25,949 - mmaction - INFO - Epoch [153][200/940] lr: 2.341e-02, eta: 11:53:31, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4578, top5_acc: 0.7078, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.9061 2020-07-30 09:01:53,800 - mmaction - INFO - Epoch [153][220/940] lr: 2.341e-02, eta: 11:52:56, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4627, top5_acc: 0.6939, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.9050 2020-07-30 09:02:21,442 - mmaction - INFO - Epoch [153][240/940] lr: 2.341e-02, eta: 11:52:22, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.4582, top5_acc: 0.6875, loss_cls: 2.4383, loss: 2.4383, grad_norm: 2.9153 2020-07-30 09:02:49,054 - mmaction - INFO - Epoch [153][260/940] lr: 2.341e-02, eta: 11:51:47, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4623, top5_acc: 0.6963, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.9210 2020-07-30 09:03:17,017 - mmaction - INFO - Epoch [153][280/940] lr: 2.341e-02, eta: 11:51:12, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.4639, top5_acc: 0.6928, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.9041 2020-07-30 09:03:44,929 - mmaction - INFO - Epoch [153][300/940] lr: 2.341e-02, eta: 11:50:38, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.4598, top5_acc: 0.6937, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.9372 2020-07-30 09:04:12,692 - mmaction - INFO - Epoch [153][320/940] lr: 2.341e-02, eta: 11:50:03, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4701, top5_acc: 0.6969, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.9877 2020-07-30 09:04:40,465 - mmaction - INFO - Epoch [153][340/940] lr: 2.341e-02, eta: 11:49:28, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.4748, top5_acc: 0.7051, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.8804 2020-07-30 09:05:09,259 - mmaction - INFO - Epoch [153][360/940] lr: 2.341e-02, eta: 11:48:54, time: 1.440, data_time: 0.005, memory: 5021, top1_acc: 0.4576, top5_acc: 0.6844, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.9519 2020-07-30 09:05:36,995 - mmaction - INFO - Epoch [153][380/940] lr: 2.341e-02, eta: 11:48:19, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.4643, top5_acc: 0.7051, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.9055 2020-07-30 09:06:04,860 - mmaction - INFO - Epoch [153][400/940] lr: 2.341e-02, eta: 11:47:45, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4508, top5_acc: 0.6902, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.9893 2020-07-30 09:06:32,456 - mmaction - INFO - Epoch [153][420/940] lr: 2.341e-02, eta: 11:47:10, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4596, top5_acc: 0.6939, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.9095 2020-07-30 09:07:00,261 - mmaction - INFO - Epoch [153][440/940] lr: 2.341e-02, eta: 11:46:36, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4641, top5_acc: 0.7021, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.9470 2020-07-30 09:07:28,469 - mmaction - INFO - Epoch [153][460/940] lr: 2.341e-02, eta: 11:46:01, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.4703, top5_acc: 0.6963, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.9221 2020-07-30 09:07:56,231 - mmaction - INFO - Epoch [153][480/940] lr: 2.341e-02, eta: 11:45:26, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.4654, top5_acc: 0.7057, loss_cls: 2.3730, loss: 2.3730, grad_norm: 2.9171 2020-07-30 09:08:23,971 - mmaction - INFO - Epoch [153][500/940] lr: 2.341e-02, eta: 11:44:52, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4551, top5_acc: 0.6811, loss_cls: 2.4500, loss: 2.4500, grad_norm: 2.9515 2020-07-30 09:08:51,850 - mmaction - INFO - Epoch [153][520/940] lr: 2.341e-02, eta: 11:44:17, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4664, top5_acc: 0.7049, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.9037 2020-07-30 09:09:19,504 - mmaction - INFO - Epoch [153][540/940] lr: 2.341e-02, eta: 11:43:43, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4752, top5_acc: 0.7102, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.9550 2020-07-30 09:09:47,177 - mmaction - INFO - Epoch [153][560/940] lr: 2.341e-02, eta: 11:43:08, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.4584, top5_acc: 0.6865, loss_cls: 2.4438, loss: 2.4438, grad_norm: 2.9331 2020-07-30 09:10:15,006 - mmaction - INFO - Epoch [153][580/940] lr: 2.341e-02, eta: 11:42:33, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.4553, top5_acc: 0.6934, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.9218 2020-07-30 09:10:42,868 - mmaction - INFO - Epoch [153][600/940] lr: 2.341e-02, eta: 11:41:59, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4715, top5_acc: 0.6986, loss_cls: 2.3499, loss: 2.3499, grad_norm: 2.9217 2020-07-30 09:11:11,244 - mmaction - INFO - Epoch [153][620/940] lr: 2.341e-02, eta: 11:41:24, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.4570, top5_acc: 0.6813, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.9615 2020-07-30 09:11:38,604 - mmaction - INFO - Epoch [153][640/940] lr: 2.341e-02, eta: 11:40:50, time: 1.368, data_time: 0.002, memory: 5021, top1_acc: 0.4592, top5_acc: 0.6932, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.9076 2020-07-30 09:12:06,768 - mmaction - INFO - Epoch [153][660/940] lr: 2.341e-02, eta: 11:40:15, time: 1.406, data_time: 0.004, memory: 5021, top1_acc: 0.4521, top5_acc: 0.6787, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.9320 2020-07-30 09:12:34,131 - mmaction - INFO - Epoch [153][680/940] lr: 2.341e-02, eta: 11:39:40, time: 1.370, data_time: 0.006, memory: 5021, top1_acc: 0.4604, top5_acc: 0.6916, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.9625 2020-07-30 09:13:01,781 - mmaction - INFO - Epoch [153][700/940] lr: 2.341e-02, eta: 11:39:06, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.4604, top5_acc: 0.6930, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.9450 2020-07-30 09:13:29,397 - mmaction - INFO - Epoch [153][720/940] lr: 2.341e-02, eta: 11:38:31, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4643, top5_acc: 0.6943, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.9305 2020-07-30 09:13:57,143 - mmaction - INFO - Epoch [153][740/940] lr: 2.341e-02, eta: 11:37:57, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4584, top5_acc: 0.6957, loss_cls: 2.3990, loss: 2.3990, grad_norm: 2.9485 2020-07-30 09:14:24,679 - mmaction - INFO - Epoch [153][760/940] lr: 2.341e-02, eta: 11:37:22, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4592, top5_acc: 0.6916, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.9397 2020-07-30 09:14:52,528 - mmaction - INFO - Epoch [153][780/940] lr: 2.341e-02, eta: 11:36:47, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4688, top5_acc: 0.6986, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.9028 2020-07-30 09:15:20,381 - mmaction - INFO - Epoch [153][800/940] lr: 2.341e-02, eta: 11:36:13, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4564, top5_acc: 0.6957, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.9486 2020-07-30 09:15:48,008 - mmaction - INFO - Epoch [153][820/940] lr: 2.341e-02, eta: 11:35:38, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.9477 2020-07-30 09:16:15,423 - mmaction - INFO - Epoch [153][840/940] lr: 2.341e-02, eta: 11:35:04, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.4611, top5_acc: 0.6975, loss_cls: 2.3840, loss: 2.3840, grad_norm: 2.9343 2020-07-30 09:16:42,960 - mmaction - INFO - Epoch [153][860/940] lr: 2.341e-02, eta: 11:34:29, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4711, top5_acc: 0.6971, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.8887 2020-07-30 09:17:10,688 - mmaction - INFO - Epoch [153][880/940] lr: 2.341e-02, eta: 11:33:54, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4721, top5_acc: 0.6967, loss_cls: 2.3786, loss: 2.3786, grad_norm: 2.8947 2020-07-30 09:17:38,252 - mmaction - INFO - Epoch [153][900/940] lr: 2.341e-02, eta: 11:33:20, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4744, top5_acc: 0.6979, loss_cls: 2.3668, loss: 2.3668, grad_norm: 2.9511 2020-07-30 09:18:05,866 - mmaction - INFO - Epoch [153][920/940] lr: 2.341e-02, eta: 11:32:45, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.4598, top5_acc: 0.6922, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.9692 2020-07-30 09:18:32,444 - mmaction - INFO - Epoch [153][940/940] lr: 2.341e-02, eta: 11:32:10, time: 1.329, data_time: 0.002, memory: 5021, top1_acc: 0.4552, top5_acc: 0.6901, loss_cls: 2.4278, loss: 2.4278, grad_norm: 3.0194 2020-07-30 09:18:32,840 - mmaction - INFO - Saving checkpoint at 153 epochs 2020-07-30 09:28:02,128 - mmaction - INFO - Epoch [154][20/940] lr: 2.180e-02, eta: 11:34:53, time: 28.405, data_time: 0.517, memory: 5021, top1_acc: 0.4613, top5_acc: 0.7037, loss_cls: 2.3919, loss: 2.3919, grad_norm: 2.9277 2020-07-30 09:28:29,217 - mmaction - INFO - Epoch [154][40/940] lr: 2.180e-02, eta: 11:34:18, time: 1.356, data_time: 0.006, memory: 5021, top1_acc: 0.4604, top5_acc: 0.6910, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.9722 2020-07-30 09:28:56,566 - mmaction - INFO - Epoch [154][60/940] lr: 2.180e-02, eta: 11:33:43, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.4588, top5_acc: 0.6941, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.9649 2020-07-30 09:29:23,786 - mmaction - INFO - Epoch [154][80/940] lr: 2.180e-02, eta: 11:33:08, time: 1.361, data_time: 0.002, memory: 5021, top1_acc: 0.4773, top5_acc: 0.7020, loss_cls: 2.3368, loss: 2.3368, grad_norm: 2.9068 2020-07-30 09:29:51,193 - mmaction - INFO - Epoch [154][100/940] lr: 2.180e-02, eta: 11:32:33, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.4627, top5_acc: 0.6988, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.9471 2020-07-30 09:30:18,756 - mmaction - INFO - Epoch [154][120/940] lr: 2.180e-02, eta: 11:31:58, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4730, top5_acc: 0.7047, loss_cls: 2.3410, loss: 2.3410, grad_norm: 2.9272 2020-07-30 09:30:46,382 - mmaction - INFO - Epoch [154][140/940] lr: 2.180e-02, eta: 11:31:23, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4684, top5_acc: 0.7047, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.9515 2020-07-30 09:31:13,999 - mmaction - INFO - Epoch [154][160/940] lr: 2.180e-02, eta: 11:30:49, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4619, top5_acc: 0.6924, loss_cls: 2.4006, loss: 2.4006, grad_norm: 3.0013 2020-07-30 09:31:41,606 - mmaction - INFO - Epoch [154][180/940] lr: 2.180e-02, eta: 11:30:14, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4693, top5_acc: 0.7039, loss_cls: 2.3770, loss: 2.3770, grad_norm: 2.9779 2020-07-30 09:32:09,602 - mmaction - INFO - Epoch [154][200/940] lr: 2.180e-02, eta: 11:29:39, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.3134, loss: 2.3134, grad_norm: 2.9334 2020-07-30 09:32:37,782 - mmaction - INFO - Epoch [154][220/940] lr: 2.180e-02, eta: 11:29:05, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.4734, top5_acc: 0.7072, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.0314 2020-07-30 09:33:06,536 - mmaction - INFO - Epoch [154][240/940] lr: 2.180e-02, eta: 11:28:30, time: 1.436, data_time: 0.005, memory: 5021, top1_acc: 0.4564, top5_acc: 0.6992, loss_cls: 2.4139, loss: 2.4139, grad_norm: 3.0031 2020-07-30 09:33:34,167 - mmaction - INFO - Epoch [154][260/940] lr: 2.180e-02, eta: 11:27:55, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4629, top5_acc: 0.6951, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.9653 2020-07-30 09:34:01,760 - mmaction - INFO - Epoch [154][280/940] lr: 2.180e-02, eta: 11:27:21, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4727, top5_acc: 0.7082, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.9424 2020-07-30 09:34:29,322 - mmaction - INFO - Epoch [154][300/940] lr: 2.180e-02, eta: 11:26:46, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4670, top5_acc: 0.7008, loss_cls: 2.3474, loss: 2.3474, grad_norm: 2.9516 2020-07-30 09:34:57,227 - mmaction - INFO - Epoch [154][320/940] lr: 2.180e-02, eta: 11:26:11, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4568, top5_acc: 0.6916, loss_cls: 2.4013, loss: 2.4013, grad_norm: 2.9849 2020-07-30 09:35:25,217 - mmaction - INFO - Epoch [154][340/940] lr: 2.180e-02, eta: 11:25:37, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.4562, top5_acc: 0.6936, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.9595 2020-07-30 09:35:52,757 - mmaction - INFO - Epoch [154][360/940] lr: 2.180e-02, eta: 11:25:02, time: 1.375, data_time: 0.004, memory: 5021, top1_acc: 0.4643, top5_acc: 0.7002, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.9709 2020-07-30 09:36:20,711 - mmaction - INFO - Epoch [154][380/940] lr: 2.180e-02, eta: 11:24:27, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4688, top5_acc: 0.6945, loss_cls: 2.3861, loss: 2.3861, grad_norm: 3.0141 2020-07-30 09:36:48,616 - mmaction - INFO - Epoch [154][400/940] lr: 2.180e-02, eta: 11:23:53, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4668, top5_acc: 0.7057, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.9039 2020-07-30 09:37:15,900 - mmaction - INFO - Epoch [154][420/940] lr: 2.180e-02, eta: 11:23:18, time: 1.367, data_time: 0.006, memory: 5021, top1_acc: 0.4564, top5_acc: 0.6953, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.9532 2020-07-30 09:37:43,442 - mmaction - INFO - Epoch [154][440/940] lr: 2.180e-02, eta: 11:22:43, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4699, top5_acc: 0.7041, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.9461 2020-07-30 09:38:11,032 - mmaction - INFO - Epoch [154][460/940] lr: 2.180e-02, eta: 11:22:08, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4752, top5_acc: 0.7053, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.8756 2020-07-30 09:38:38,261 - mmaction - INFO - Epoch [154][480/940] lr: 2.180e-02, eta: 11:21:34, time: 1.361, data_time: 0.002, memory: 5021, top1_acc: 0.4754, top5_acc: 0.7105, loss_cls: 2.3195, loss: 2.3195, grad_norm: 3.0247 2020-07-30 09:39:05,656 - mmaction - INFO - Epoch [154][500/940] lr: 2.180e-02, eta: 11:20:59, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.4846, top5_acc: 0.7047, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.9736 2020-07-30 09:39:33,695 - mmaction - INFO - Epoch [154][520/940] lr: 2.180e-02, eta: 11:20:24, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4664, top5_acc: 0.6889, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.9826 2020-07-30 09:40:01,417 - mmaction - INFO - Epoch [154][540/940] lr: 2.180e-02, eta: 11:19:50, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4727, top5_acc: 0.7045, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.9716 2020-07-30 09:40:29,354 - mmaction - INFO - Epoch [154][560/940] lr: 2.180e-02, eta: 11:19:15, time: 1.400, data_time: 0.007, memory: 5021, top1_acc: 0.4758, top5_acc: 0.6988, loss_cls: 2.3417, loss: 2.3417, grad_norm: 3.0124 2020-07-30 09:40:56,866 - mmaction - INFO - Epoch [154][580/940] lr: 2.180e-02, eta: 11:18:40, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4496, top5_acc: 0.6822, loss_cls: 2.4394, loss: 2.4394, grad_norm: 3.0456 2020-07-30 09:41:24,321 - mmaction - INFO - Epoch [154][600/940] lr: 2.180e-02, eta: 11:18:06, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4654, top5_acc: 0.6957, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.9674 2020-07-30 09:41:51,881 - mmaction - INFO - Epoch [154][620/940] lr: 2.180e-02, eta: 11:17:31, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.4639, top5_acc: 0.7000, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.9344 2020-07-30 09:42:19,666 - mmaction - INFO - Epoch [154][640/940] lr: 2.180e-02, eta: 11:16:56, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.4627, top5_acc: 0.6943, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.9479 2020-07-30 09:42:47,204 - mmaction - INFO - Epoch [154][660/940] lr: 2.180e-02, eta: 11:16:22, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4621, top5_acc: 0.6969, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.9413 2020-07-30 09:43:15,273 - mmaction - INFO - Epoch [154][680/940] lr: 2.180e-02, eta: 11:15:47, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4631, top5_acc: 0.6992, loss_cls: 2.3787, loss: 2.3787, grad_norm: 2.9673 2020-07-30 09:43:42,940 - mmaction - INFO - Epoch [154][700/940] lr: 2.180e-02, eta: 11:15:12, time: 1.381, data_time: 0.004, memory: 5021, top1_acc: 0.4646, top5_acc: 0.7049, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.9810 2020-07-30 09:44:10,618 - mmaction - INFO - Epoch [154][720/940] lr: 2.180e-02, eta: 11:14:38, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4654, top5_acc: 0.6912, loss_cls: 2.4104, loss: 2.4104, grad_norm: 3.0107 2020-07-30 09:44:38,632 - mmaction - INFO - Epoch [154][740/940] lr: 2.180e-02, eta: 11:14:03, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.4656, top5_acc: 0.6986, loss_cls: 2.3792, loss: 2.3792, grad_norm: 3.0072 2020-07-30 09:45:06,259 - mmaction - INFO - Epoch [154][760/940] lr: 2.180e-02, eta: 11:13:29, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4576, top5_acc: 0.6914, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.9659 2020-07-30 09:45:33,576 - mmaction - INFO - Epoch [154][780/940] lr: 2.180e-02, eta: 11:12:54, time: 1.366, data_time: 0.002, memory: 5021, top1_acc: 0.4598, top5_acc: 0.6992, loss_cls: 2.4061, loss: 2.4061, grad_norm: 3.0178 2020-07-30 09:46:01,204 - mmaction - INFO - Epoch [154][800/940] lr: 2.180e-02, eta: 11:12:19, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4510, top5_acc: 0.6941, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.0172 2020-07-30 09:46:28,352 - mmaction - INFO - Epoch [154][820/940] lr: 2.180e-02, eta: 11:11:44, time: 1.359, data_time: 0.005, memory: 5021, top1_acc: 0.4627, top5_acc: 0.7068, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.9601 2020-07-30 09:46:55,913 - mmaction - INFO - Epoch [154][840/940] lr: 2.180e-02, eta: 11:11:10, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4656, top5_acc: 0.6996, loss_cls: 2.3678, loss: 2.3678, grad_norm: 3.0008 2020-07-30 09:47:23,725 - mmaction - INFO - Epoch [154][860/940] lr: 2.180e-02, eta: 11:10:35, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.4670, top5_acc: 0.7014, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.9595 2020-07-30 09:47:51,415 - mmaction - INFO - Epoch [154][880/940] lr: 2.180e-02, eta: 11:10:01, time: 1.385, data_time: 0.007, memory: 5021, top1_acc: 0.4762, top5_acc: 0.6988, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.9443 2020-07-30 09:48:19,303 - mmaction - INFO - Epoch [154][900/940] lr: 2.180e-02, eta: 11:09:26, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4551, top5_acc: 0.6959, loss_cls: 2.4178, loss: 2.4178, grad_norm: 3.0551 2020-07-30 09:48:47,204 - mmaction - INFO - Epoch [154][920/940] lr: 2.180e-02, eta: 11:08:51, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4629, top5_acc: 0.6975, loss_cls: 2.3949, loss: 2.3949, grad_norm: 3.0063 2020-07-30 09:49:13,712 - mmaction - INFO - Epoch [154][940/940] lr: 2.180e-02, eta: 11:08:17, time: 1.327, data_time: 0.006, memory: 5021, top1_acc: 0.4616, top5_acc: 0.6948, loss_cls: 2.3872, loss: 2.3872, grad_norm: 3.0248 2020-07-30 09:49:13,983 - mmaction - INFO - Saving checkpoint at 154 epochs 2020-07-30 09:52:59,899 - mmaction - INFO - Epoch [155][20/940] lr: 2.024e-02, eta: 11:08:50, time: 11.251, data_time: 0.358, memory: 5021, top1_acc: 0.4645, top5_acc: 0.6969, loss_cls: 2.3599, loss: 2.3599, grad_norm: 3.0216 2020-07-30 09:53:27,287 - mmaction - INFO - Epoch [155][40/940] lr: 2.024e-02, eta: 11:08:15, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.4701, top5_acc: 0.7016, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.9817 2020-07-30 09:53:54,719 - mmaction - INFO - Epoch [155][60/940] lr: 2.024e-02, eta: 11:07:41, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3448, loss: 2.3448, grad_norm: 3.0304 2020-07-30 09:54:22,188 - mmaction - INFO - Epoch [155][80/940] lr: 2.024e-02, eta: 11:07:06, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4789, top5_acc: 0.7035, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.9509 2020-07-30 09:54:50,024 - mmaction - INFO - Epoch [155][100/940] lr: 2.024e-02, eta: 11:06:31, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4811, top5_acc: 0.7109, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.9848 2020-07-30 09:55:17,643 - mmaction - INFO - Epoch [155][120/940] lr: 2.024e-02, eta: 11:05:57, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4738, top5_acc: 0.7010, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.9782 2020-07-30 09:55:45,319 - mmaction - INFO - Epoch [155][140/940] lr: 2.024e-02, eta: 11:05:22, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4639, top5_acc: 0.6988, loss_cls: 2.3594, loss: 2.3594, grad_norm: 3.0330 2020-07-30 09:56:13,348 - mmaction - INFO - Epoch [155][160/940] lr: 2.024e-02, eta: 11:04:48, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4648, top5_acc: 0.6955, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.9486 2020-07-30 09:56:41,060 - mmaction - INFO - Epoch [155][180/940] lr: 2.024e-02, eta: 11:04:13, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.4805, top5_acc: 0.7139, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.9691 2020-07-30 09:57:09,048 - mmaction - INFO - Epoch [155][200/940] lr: 2.024e-02, eta: 11:03:38, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4658, top5_acc: 0.7049, loss_cls: 2.3626, loss: 2.3626, grad_norm: 3.0818 2020-07-30 09:57:36,588 - mmaction - INFO - Epoch [155][220/940] lr: 2.024e-02, eta: 11:03:04, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.4701, top5_acc: 0.7004, loss_cls: 2.3492, loss: 2.3492, grad_norm: 3.0349 2020-07-30 09:58:04,975 - mmaction - INFO - Epoch [155][240/940] lr: 2.024e-02, eta: 11:02:29, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.4754, top5_acc: 0.7000, loss_cls: 2.3460, loss: 2.3460, grad_norm: 3.0679 2020-07-30 09:58:32,932 - mmaction - INFO - Epoch [155][260/940] lr: 2.024e-02, eta: 11:01:55, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4857, top5_acc: 0.7180, loss_cls: 2.2985, loss: 2.2985, grad_norm: 3.0127 2020-07-30 09:59:01,139 - mmaction - INFO - Epoch [155][280/940] lr: 2.024e-02, eta: 11:01:20, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.4768, top5_acc: 0.7027, loss_cls: 2.3655, loss: 2.3655, grad_norm: 3.0102 2020-07-30 09:59:28,696 - mmaction - INFO - Epoch [155][300/940] lr: 2.024e-02, eta: 11:00:46, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.4693, top5_acc: 0.7086, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.9912 2020-07-30 09:59:56,242 - mmaction - INFO - Epoch [155][320/940] lr: 2.024e-02, eta: 11:00:11, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4785, top5_acc: 0.7100, loss_cls: 2.3171, loss: 2.3171, grad_norm: 2.9869 2020-07-30 10:00:28,033 - mmaction - INFO - Epoch [155][340/940] lr: 2.024e-02, eta: 10:59:38, time: 1.581, data_time: 0.007, memory: 5021, top1_acc: 0.4660, top5_acc: 0.7025, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.0131 2020-07-30 10:00:55,994 - mmaction - INFO - Epoch [155][360/940] lr: 2.024e-02, eta: 10:59:03, time: 1.409, data_time: 0.032, memory: 5021, top1_acc: 0.4645, top5_acc: 0.6932, loss_cls: 2.4037, loss: 2.4037, grad_norm: 3.0321 2020-07-30 10:01:23,842 - mmaction - INFO - Epoch [155][380/940] lr: 2.024e-02, eta: 10:58:29, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.4625, top5_acc: 0.6973, loss_cls: 2.3999, loss: 2.3999, grad_norm: 3.0532 2020-07-30 10:01:51,451 - mmaction - INFO - Epoch [155][400/940] lr: 2.024e-02, eta: 10:57:54, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4646, top5_acc: 0.7063, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.9978 2020-07-30 10:02:19,181 - mmaction - INFO - Epoch [155][420/940] lr: 2.024e-02, eta: 10:57:20, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4764, top5_acc: 0.7051, loss_cls: 2.3375, loss: 2.3375, grad_norm: 2.9607 2020-07-30 10:02:46,985 - mmaction - INFO - Epoch [155][440/940] lr: 2.024e-02, eta: 10:56:45, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4717, top5_acc: 0.6949, loss_cls: 2.3890, loss: 2.3890, grad_norm: 3.0592 2020-07-30 10:03:14,591 - mmaction - INFO - Epoch [155][460/940] lr: 2.024e-02, eta: 10:56:11, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.4678, top5_acc: 0.7039, loss_cls: 2.3516, loss: 2.3516, grad_norm: 3.0089 2020-07-30 10:03:42,516 - mmaction - INFO - Epoch [155][480/940] lr: 2.024e-02, eta: 10:55:36, time: 1.399, data_time: 0.007, memory: 5021, top1_acc: 0.4617, top5_acc: 0.6943, loss_cls: 2.4085, loss: 2.4085, grad_norm: 3.1104 2020-07-30 10:04:10,870 - mmaction - INFO - Epoch [155][500/940] lr: 2.024e-02, eta: 10:55:02, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.4697, top5_acc: 0.7008, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.9938 2020-07-30 10:04:38,709 - mmaction - INFO - Epoch [155][520/940] lr: 2.024e-02, eta: 10:54:27, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4668, top5_acc: 0.6982, loss_cls: 2.3738, loss: 2.3738, grad_norm: 3.0284 2020-07-30 10:05:07,501 - mmaction - INFO - Epoch [155][540/940] lr: 2.024e-02, eta: 10:53:53, time: 1.438, data_time: 0.005, memory: 5021, top1_acc: 0.4670, top5_acc: 0.7012, loss_cls: 2.3455, loss: 2.3455, grad_norm: 3.0490 2020-07-30 10:05:35,134 - mmaction - INFO - Epoch [155][560/940] lr: 2.024e-02, eta: 10:53:18, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.4744, top5_acc: 0.7063, loss_cls: 2.3146, loss: 2.3146, grad_norm: 3.0306 2020-07-30 10:06:03,152 - mmaction - INFO - Epoch [155][580/940] lr: 2.024e-02, eta: 10:52:44, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.4623, top5_acc: 0.7037, loss_cls: 2.3576, loss: 2.3576, grad_norm: 3.0657 2020-07-30 10:06:30,877 - mmaction - INFO - Epoch [155][600/940] lr: 2.024e-02, eta: 10:52:09, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4785, top5_acc: 0.7146, loss_cls: 2.3043, loss: 2.3043, grad_norm: 3.0219 2020-07-30 10:06:58,689 - mmaction - INFO - Epoch [155][620/940] lr: 2.024e-02, eta: 10:51:35, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.4646, top5_acc: 0.6984, loss_cls: 2.3740, loss: 2.3740, grad_norm: 3.0999 2020-07-30 10:07:26,397 - mmaction - INFO - Epoch [155][640/940] lr: 2.024e-02, eta: 10:51:00, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.4764, top5_acc: 0.7021, loss_cls: 2.3631, loss: 2.3631, grad_norm: 2.9909 2020-07-30 10:07:54,026 - mmaction - INFO - Epoch [155][660/940] lr: 2.024e-02, eta: 10:50:26, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4660, top5_acc: 0.7039, loss_cls: 2.3772, loss: 2.3772, grad_norm: 3.0733 2020-07-30 10:08:21,805 - mmaction - INFO - Epoch [155][680/940] lr: 2.024e-02, eta: 10:49:51, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4678, top5_acc: 0.6996, loss_cls: 2.3812, loss: 2.3812, grad_norm: 3.0579 2020-07-30 10:08:49,385 - mmaction - INFO - Epoch [155][700/940] lr: 2.024e-02, eta: 10:49:17, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4732, top5_acc: 0.7039, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.1036 2020-07-30 10:09:17,142 - mmaction - INFO - Epoch [155][720/940] lr: 2.024e-02, eta: 10:48:42, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4701, top5_acc: 0.6982, loss_cls: 2.3700, loss: 2.3700, grad_norm: 3.0675 2020-07-30 10:09:44,751 - mmaction - INFO - Epoch [155][740/940] lr: 2.024e-02, eta: 10:48:08, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4674, top5_acc: 0.7063, loss_cls: 2.3504, loss: 2.3504, grad_norm: 3.1112 2020-07-30 10:10:13,155 - mmaction - INFO - Epoch [155][760/940] lr: 2.024e-02, eta: 10:47:33, time: 1.418, data_time: 0.002, memory: 5021, top1_acc: 0.4723, top5_acc: 0.7082, loss_cls: 2.3120, loss: 2.3120, grad_norm: 3.0241 2020-07-30 10:10:40,941 - mmaction - INFO - Epoch [155][780/940] lr: 2.024e-02, eta: 10:46:59, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.4582, top5_acc: 0.6867, loss_cls: 2.4347, loss: 2.4347, grad_norm: 3.0305 2020-07-30 10:11:08,636 - mmaction - INFO - Epoch [155][800/940] lr: 2.024e-02, eta: 10:46:24, time: 1.383, data_time: 0.004, memory: 5021, top1_acc: 0.4713, top5_acc: 0.7010, loss_cls: 2.3525, loss: 2.3525, grad_norm: 3.0576 2020-07-30 10:11:36,137 - mmaction - INFO - Epoch [155][820/940] lr: 2.024e-02, eta: 10:45:50, time: 1.377, data_time: 0.006, memory: 5021, top1_acc: 0.4830, top5_acc: 0.7139, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.0293 2020-07-30 10:12:03,996 - mmaction - INFO - Epoch [155][840/940] lr: 2.024e-02, eta: 10:45:15, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4713, top5_acc: 0.7027, loss_cls: 2.3440, loss: 2.3440, grad_norm: 3.0472 2020-07-30 10:12:31,711 - mmaction - INFO - Epoch [155][860/940] lr: 2.024e-02, eta: 10:44:41, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4711, top5_acc: 0.7000, loss_cls: 2.3745, loss: 2.3745, grad_norm: 3.0417 2020-07-30 10:12:59,427 - mmaction - INFO - Epoch [155][880/940] lr: 2.024e-02, eta: 10:44:06, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4748, top5_acc: 0.7016, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.9816 2020-07-30 10:13:27,115 - mmaction - INFO - Epoch [155][900/940] lr: 2.024e-02, eta: 10:43:32, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3312, loss: 2.3312, grad_norm: 3.0202 2020-07-30 10:13:54,806 - mmaction - INFO - Epoch [155][920/940] lr: 2.024e-02, eta: 10:42:57, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4752, top5_acc: 0.7051, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.9702 2020-07-30 10:14:21,966 - mmaction - INFO - Epoch [155][940/940] lr: 2.024e-02, eta: 10:42:23, time: 1.360, data_time: 0.005, memory: 5021, top1_acc: 0.4621, top5_acc: 0.6981, loss_cls: 2.3999, loss: 2.3999, grad_norm: 3.1663 2020-07-30 10:14:22,229 - mmaction - INFO - Saving checkpoint at 155 epochs 2020-07-30 10:20:57,355 - mmaction - INFO - Epoch [156][20/940] lr: 1.874e-02, eta: 10:43:49, time: 19.691, data_time: 0.488, memory: 5021, top1_acc: 0.4699, top5_acc: 0.7029, loss_cls: 2.3605, loss: 2.3605, grad_norm: 3.0995 2020-07-30 10:21:24,683 - mmaction - INFO - Epoch [156][40/940] lr: 1.874e-02, eta: 10:43:14, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.4725, top5_acc: 0.7109, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.0666 2020-07-30 10:21:52,292 - mmaction - INFO - Epoch [156][60/940] lr: 1.874e-02, eta: 10:42:39, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4900, top5_acc: 0.7182, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.9731 2020-07-30 10:22:19,890 - mmaction - INFO - Epoch [156][80/940] lr: 1.874e-02, eta: 10:42:05, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4744, top5_acc: 0.7084, loss_cls: 2.3296, loss: 2.3296, grad_norm: 3.0342 2020-07-30 10:22:47,448 - mmaction - INFO - Epoch [156][100/940] lr: 1.874e-02, eta: 10:41:30, time: 1.376, data_time: 0.007, memory: 5021, top1_acc: 0.4750, top5_acc: 0.6982, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.0837 2020-07-30 10:23:15,008 - mmaction - INFO - Epoch [156][120/940] lr: 1.874e-02, eta: 10:40:55, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4762, top5_acc: 0.7113, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.0745 2020-07-30 10:23:42,785 - mmaction - INFO - Epoch [156][140/940] lr: 1.874e-02, eta: 10:40:21, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4730, top5_acc: 0.7137, loss_cls: 2.3127, loss: 2.3127, grad_norm: 3.0387 2020-07-30 10:24:10,581 - mmaction - INFO - Epoch [156][160/940] lr: 1.874e-02, eta: 10:39:46, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4701, top5_acc: 0.7021, loss_cls: 2.3369, loss: 2.3369, grad_norm: 3.0122 2020-07-30 10:24:38,316 - mmaction - INFO - Epoch [156][180/940] lr: 1.874e-02, eta: 10:39:12, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4762, top5_acc: 0.7004, loss_cls: 2.3285, loss: 2.3285, grad_norm: 3.0511 2020-07-30 10:25:06,356 - mmaction - INFO - Epoch [156][200/940] lr: 1.874e-02, eta: 10:38:37, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4838, top5_acc: 0.7100, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.9871 2020-07-30 10:25:34,673 - mmaction - INFO - Epoch [156][220/940] lr: 1.874e-02, eta: 10:38:03, time: 1.414, data_time: 0.002, memory: 5021, top1_acc: 0.4898, top5_acc: 0.7182, loss_cls: 2.2717, loss: 2.2717, grad_norm: 2.9737 2020-07-30 10:26:02,123 - mmaction - INFO - Epoch [156][240/940] lr: 1.874e-02, eta: 10:37:28, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4781, top5_acc: 0.7037, loss_cls: 2.3385, loss: 2.3385, grad_norm: 3.1023 2020-07-30 10:26:29,901 - mmaction - INFO - Epoch [156][260/940] lr: 1.874e-02, eta: 10:36:54, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3417, loss: 2.3417, grad_norm: 3.0457 2020-07-30 10:26:57,735 - mmaction - INFO - Epoch [156][280/940] lr: 1.874e-02, eta: 10:36:19, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4873, top5_acc: 0.7115, loss_cls: 2.2852, loss: 2.2852, grad_norm: 3.0541 2020-07-30 10:27:25,695 - mmaction - INFO - Epoch [156][300/940] lr: 1.874e-02, eta: 10:35:45, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4740, top5_acc: 0.7119, loss_cls: 2.3289, loss: 2.3289, grad_norm: 3.0845 2020-07-30 10:27:53,337 - mmaction - INFO - Epoch [156][320/940] lr: 1.874e-02, eta: 10:35:10, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.4705, top5_acc: 0.7014, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.0669 2020-07-30 10:28:21,234 - mmaction - INFO - Epoch [156][340/940] lr: 1.874e-02, eta: 10:34:35, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4660, top5_acc: 0.7119, loss_cls: 2.3132, loss: 2.3132, grad_norm: 3.0924 2020-07-30 10:28:48,660 - mmaction - INFO - Epoch [156][360/940] lr: 1.874e-02, eta: 10:34:01, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4707, top5_acc: 0.6992, loss_cls: 2.3276, loss: 2.3276, grad_norm: 3.0382 2020-07-30 10:29:16,380 - mmaction - INFO - Epoch [156][380/940] lr: 1.874e-02, eta: 10:33:26, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.0682 2020-07-30 10:29:44,080 - mmaction - INFO - Epoch [156][400/940] lr: 1.874e-02, eta: 10:32:52, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4766, top5_acc: 0.7076, loss_cls: 2.3434, loss: 2.3434, grad_norm: 3.1014 2020-07-30 10:30:12,140 - mmaction - INFO - Epoch [156][420/940] lr: 1.874e-02, eta: 10:32:17, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.4717, top5_acc: 0.7057, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.1059 2020-07-30 10:30:39,905 - mmaction - INFO - Epoch [156][440/940] lr: 1.874e-02, eta: 10:31:43, time: 1.389, data_time: 0.003, memory: 5021, top1_acc: 0.4686, top5_acc: 0.7021, loss_cls: 2.3673, loss: 2.3673, grad_norm: 3.1440 2020-07-30 10:31:07,576 - mmaction - INFO - Epoch [156][460/940] lr: 1.874e-02, eta: 10:31:08, time: 1.382, data_time: 0.006, memory: 5021, top1_acc: 0.4719, top5_acc: 0.7145, loss_cls: 2.3091, loss: 2.3091, grad_norm: 3.0737 2020-07-30 10:31:35,289 - mmaction - INFO - Epoch [156][480/940] lr: 1.874e-02, eta: 10:30:34, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4604, top5_acc: 0.7043, loss_cls: 2.3623, loss: 2.3623, grad_norm: 3.1511 2020-07-30 10:32:02,812 - mmaction - INFO - Epoch [156][500/940] lr: 1.874e-02, eta: 10:29:59, time: 1.375, data_time: 0.004, memory: 5021, top1_acc: 0.4764, top5_acc: 0.7012, loss_cls: 2.3272, loss: 2.3272, grad_norm: 3.0076 2020-07-30 10:32:30,529 - mmaction - INFO - Epoch [156][520/940] lr: 1.874e-02, eta: 10:29:25, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4701, top5_acc: 0.7084, loss_cls: 2.3096, loss: 2.3096, grad_norm: 3.0271 2020-07-30 10:32:58,338 - mmaction - INFO - Epoch [156][540/940] lr: 1.874e-02, eta: 10:28:50, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.4734, top5_acc: 0.7076, loss_cls: 2.3258, loss: 2.3258, grad_norm: 3.0908 2020-07-30 10:33:26,411 - mmaction - INFO - Epoch [156][560/940] lr: 1.874e-02, eta: 10:28:16, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4725, top5_acc: 0.7053, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.0848 2020-07-30 10:33:53,713 - mmaction - INFO - Epoch [156][580/940] lr: 1.874e-02, eta: 10:27:41, time: 1.365, data_time: 0.002, memory: 5021, top1_acc: 0.4822, top5_acc: 0.7074, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.0153 2020-07-30 10:34:21,210 - mmaction - INFO - Epoch [156][600/940] lr: 1.874e-02, eta: 10:27:07, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.4785, top5_acc: 0.7033, loss_cls: 2.3476, loss: 2.3476, grad_norm: 3.0651 2020-07-30 10:34:49,118 - mmaction - INFO - Epoch [156][620/940] lr: 1.874e-02, eta: 10:26:32, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.4752, top5_acc: 0.7098, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.0727 2020-07-30 10:35:16,869 - mmaction - INFO - Epoch [156][640/940] lr: 1.874e-02, eta: 10:25:58, time: 1.386, data_time: 0.003, memory: 5021, top1_acc: 0.4768, top5_acc: 0.7117, loss_cls: 2.3296, loss: 2.3296, grad_norm: 3.0534 2020-07-30 10:35:44,620 - mmaction - INFO - Epoch [156][660/940] lr: 1.874e-02, eta: 10:25:23, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4764, top5_acc: 0.7016, loss_cls: 2.3655, loss: 2.3655, grad_norm: 3.0916 2020-07-30 10:36:12,462 - mmaction - INFO - Epoch [156][680/940] lr: 1.874e-02, eta: 10:24:49, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.4816, top5_acc: 0.6979, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.1187 2020-07-30 10:36:40,359 - mmaction - INFO - Epoch [156][700/940] lr: 1.874e-02, eta: 10:24:14, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4889, top5_acc: 0.6998, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.0356 2020-07-30 10:37:08,194 - mmaction - INFO - Epoch [156][720/940] lr: 1.874e-02, eta: 10:23:40, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4697, top5_acc: 0.7004, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.1062 2020-07-30 10:37:35,562 - mmaction - INFO - Epoch [156][740/940] lr: 1.874e-02, eta: 10:23:05, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4719, top5_acc: 0.7027, loss_cls: 2.3503, loss: 2.3503, grad_norm: 3.1131 2020-07-30 10:38:03,158 - mmaction - INFO - Epoch [156][760/940] lr: 1.874e-02, eta: 10:22:31, time: 1.378, data_time: 0.004, memory: 5021, top1_acc: 0.4809, top5_acc: 0.7072, loss_cls: 2.2949, loss: 2.2949, grad_norm: 3.0282 2020-07-30 10:38:31,206 - mmaction - INFO - Epoch [156][780/940] lr: 1.874e-02, eta: 10:21:56, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4693, top5_acc: 0.7053, loss_cls: 2.3541, loss: 2.3541, grad_norm: 3.0926 2020-07-30 10:38:58,610 - mmaction - INFO - Epoch [156][800/940] lr: 1.874e-02, eta: 10:21:22, time: 1.370, data_time: 0.002, memory: 5021, top1_acc: 0.4736, top5_acc: 0.7121, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.0963 2020-07-30 10:39:26,141 - mmaction - INFO - Epoch [156][820/940] lr: 1.874e-02, eta: 10:20:47, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.4834, top5_acc: 0.7076, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.0562 2020-07-30 10:39:53,492 - mmaction - INFO - Epoch [156][840/940] lr: 1.874e-02, eta: 10:20:13, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.4750, top5_acc: 0.7096, loss_cls: 2.3559, loss: 2.3559, grad_norm: 3.1553 2020-07-30 10:40:21,221 - mmaction - INFO - Epoch [156][860/940] lr: 1.874e-02, eta: 10:19:38, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4674, top5_acc: 0.6955, loss_cls: 2.3790, loss: 2.3790, grad_norm: 3.1287 2020-07-30 10:40:48,807 - mmaction - INFO - Epoch [156][880/940] lr: 1.874e-02, eta: 10:19:04, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4779, top5_acc: 0.7039, loss_cls: 2.3163, loss: 2.3163, grad_norm: 3.0588 2020-07-30 10:41:16,543 - mmaction - INFO - Epoch [156][900/940] lr: 1.874e-02, eta: 10:18:29, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.4781, top5_acc: 0.7096, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.0383 2020-07-30 10:41:44,644 - mmaction - INFO - Epoch [156][920/940] lr: 1.874e-02, eta: 10:17:55, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.4893, top5_acc: 0.7215, loss_cls: 2.2753, loss: 2.2753, grad_norm: 3.0894 2020-07-30 10:42:11,296 - mmaction - INFO - Epoch [156][940/940] lr: 1.874e-02, eta: 10:17:20, time: 1.331, data_time: 0.005, memory: 5021, top1_acc: 0.4673, top5_acc: 0.6987, loss_cls: 2.3741, loss: 2.3741, grad_norm: 3.2252 2020-07-30 10:42:11,642 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-07-30 10:50:02,314 - mmaction - INFO - Epoch [157][20/940] lr: 1.729e-02, eta: 10:19:03, time: 23.488, data_time: 0.361, memory: 5021, top1_acc: 0.4869, top5_acc: 0.7098, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.0870 2020-07-30 10:50:29,446 - mmaction - INFO - Epoch [157][40/940] lr: 1.729e-02, eta: 10:18:29, time: 1.359, data_time: 0.004, memory: 5021, top1_acc: 0.4846, top5_acc: 0.7090, loss_cls: 2.3161, loss: 2.3161, grad_norm: 3.0822 2020-07-30 10:50:56,758 - mmaction - INFO - Epoch [157][60/940] lr: 1.729e-02, eta: 10:17:54, time: 1.364, data_time: 0.005, memory: 5021, top1_acc: 0.4813, top5_acc: 0.7035, loss_cls: 2.3117, loss: 2.3117, grad_norm: 3.0629 2020-07-30 10:51:24,154 - mmaction - INFO - Epoch [157][80/940] lr: 1.729e-02, eta: 10:17:19, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4924, top5_acc: 0.7068, loss_cls: 2.2698, loss: 2.2698, grad_norm: 3.0595 2020-07-30 10:51:51,521 - mmaction - INFO - Epoch [157][100/940] lr: 1.729e-02, eta: 10:16:45, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.4789, top5_acc: 0.7166, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.0684 2020-07-30 10:52:19,136 - mmaction - INFO - Epoch [157][120/940] lr: 1.729e-02, eta: 10:16:10, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.4854, top5_acc: 0.7092, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.0828 2020-07-30 10:52:46,723 - mmaction - INFO - Epoch [157][140/940] lr: 1.729e-02, eta: 10:15:35, time: 1.382, data_time: 0.007, memory: 5021, top1_acc: 0.4775, top5_acc: 0.7107, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.1278 2020-07-30 10:53:14,689 - mmaction - INFO - Epoch [157][160/940] lr: 1.729e-02, eta: 10:15:01, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.4891, top5_acc: 0.7160, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.0550 2020-07-30 10:53:42,261 - mmaction - INFO - Epoch [157][180/940] lr: 1.729e-02, eta: 10:14:26, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.4818, top5_acc: 0.7139, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.1002 2020-07-30 10:54:10,121 - mmaction - INFO - Epoch [157][200/940] lr: 1.729e-02, eta: 10:13:52, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4758, top5_acc: 0.7012, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.1683 2020-07-30 10:54:37,943 - mmaction - INFO - Epoch [157][220/940] lr: 1.729e-02, eta: 10:13:17, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.4854, top5_acc: 0.7188, loss_cls: 2.2632, loss: 2.2632, grad_norm: 3.0906 2020-07-30 10:55:06,283 - mmaction - INFO - Epoch [157][240/940] lr: 1.729e-02, eta: 10:12:43, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.4768, top5_acc: 0.7180, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.1552 2020-07-30 10:55:33,831 - mmaction - INFO - Epoch [157][260/940] lr: 1.729e-02, eta: 10:12:08, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4857, top5_acc: 0.7129, loss_cls: 2.2859, loss: 2.2859, grad_norm: 3.1478 2020-07-30 10:56:01,939 - mmaction - INFO - Epoch [157][280/940] lr: 1.729e-02, eta: 10:11:34, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.4834, top5_acc: 0.7170, loss_cls: 2.3166, loss: 2.3166, grad_norm: 3.1511 2020-07-30 10:56:29,763 - mmaction - INFO - Epoch [157][300/940] lr: 1.729e-02, eta: 10:10:59, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4762, top5_acc: 0.7092, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.1000 2020-07-30 10:56:57,377 - mmaction - INFO - Epoch [157][320/940] lr: 1.729e-02, eta: 10:10:25, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4799, top5_acc: 0.7010, loss_cls: 2.3513, loss: 2.3513, grad_norm: 3.1391 2020-07-30 10:57:24,875 - mmaction - INFO - Epoch [157][340/940] lr: 1.729e-02, eta: 10:09:50, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4682, top5_acc: 0.7031, loss_cls: 2.3673, loss: 2.3673, grad_norm: 3.1550 2020-07-30 10:57:52,495 - mmaction - INFO - Epoch [157][360/940] lr: 1.729e-02, eta: 10:09:16, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4764, top5_acc: 0.7043, loss_cls: 2.3344, loss: 2.3344, grad_norm: 3.1200 2020-07-30 10:58:20,431 - mmaction - INFO - Epoch [157][380/940] lr: 1.729e-02, eta: 10:08:41, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4881, top5_acc: 0.7135, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.1247 2020-07-30 10:58:49,289 - mmaction - INFO - Epoch [157][400/940] lr: 1.729e-02, eta: 10:08:07, time: 1.445, data_time: 0.006, memory: 5021, top1_acc: 0.4809, top5_acc: 0.7061, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.0839 2020-07-30 10:59:17,029 - mmaction - INFO - Epoch [157][420/940] lr: 1.729e-02, eta: 10:07:33, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4682, top5_acc: 0.7047, loss_cls: 2.3380, loss: 2.3380, grad_norm: 3.1689 2020-07-30 10:59:44,662 - mmaction - INFO - Epoch [157][440/940] lr: 1.729e-02, eta: 10:06:58, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.4826, top5_acc: 0.7043, loss_cls: 2.3166, loss: 2.3166, grad_norm: 3.1434 2020-07-30 11:00:17,514 - mmaction - INFO - Epoch [157][460/940] lr: 1.729e-02, eta: 10:06:25, time: 1.630, data_time: 0.007, memory: 5021, top1_acc: 0.4801, top5_acc: 0.7088, loss_cls: 2.3054, loss: 2.3054, grad_norm: 3.1448 2020-07-30 11:00:45,614 - mmaction - INFO - Epoch [157][480/940] lr: 1.729e-02, eta: 10:05:51, time: 1.417, data_time: 0.030, memory: 5021, top1_acc: 0.4855, top5_acc: 0.7107, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.1075 2020-07-30 11:01:13,389 - mmaction - INFO - Epoch [157][500/940] lr: 1.729e-02, eta: 10:05:16, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4832, top5_acc: 0.7117, loss_cls: 2.3081, loss: 2.3081, grad_norm: 3.1609 2020-07-30 11:01:41,381 - mmaction - INFO - Epoch [157][520/940] lr: 1.729e-02, eta: 10:04:42, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4789, top5_acc: 0.7176, loss_cls: 2.2950, loss: 2.2950, grad_norm: 3.1582 2020-07-30 11:02:09,030 - mmaction - INFO - Epoch [157][540/940] lr: 1.729e-02, eta: 10:04:07, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4977, top5_acc: 0.7119, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.1475 2020-07-30 11:02:36,882 - mmaction - INFO - Epoch [157][560/940] lr: 1.729e-02, eta: 10:03:33, time: 1.391, data_time: 0.004, memory: 5021, top1_acc: 0.4785, top5_acc: 0.7086, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.1989 2020-07-30 11:03:04,954 - mmaction - INFO - Epoch [157][580/940] lr: 1.729e-02, eta: 10:02:58, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.4848, top5_acc: 0.7021, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.0526 2020-07-30 11:03:32,910 - mmaction - INFO - Epoch [157][600/940] lr: 1.729e-02, eta: 10:02:24, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4693, top5_acc: 0.7068, loss_cls: 2.3428, loss: 2.3428, grad_norm: 3.1202 2020-07-30 11:04:00,950 - mmaction - INFO - Epoch [157][620/940] lr: 1.729e-02, eta: 10:01:50, time: 1.402, data_time: 0.002, memory: 5021, top1_acc: 0.4748, top5_acc: 0.7131, loss_cls: 2.3336, loss: 2.3336, grad_norm: 3.1326 2020-07-30 11:04:28,754 - mmaction - INFO - Epoch [157][640/940] lr: 1.729e-02, eta: 10:01:15, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4807, top5_acc: 0.7107, loss_cls: 2.2971, loss: 2.2971, grad_norm: 3.1458 2020-07-30 11:04:56,770 - mmaction - INFO - Epoch [157][660/940] lr: 1.729e-02, eta: 10:00:41, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.4918, top5_acc: 0.7260, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.1343 2020-07-30 11:05:26,871 - mmaction - INFO - Epoch [157][680/940] lr: 1.729e-02, eta: 10:00:06, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.4758, top5_acc: 0.7139, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.1545 2020-07-30 11:05:54,698 - mmaction - INFO - Epoch [157][700/940] lr: 1.729e-02, eta: 9:59:33, time: 1.497, data_time: 0.111, memory: 5021, top1_acc: 0.4758, top5_acc: 0.7092, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.1866 2020-07-30 11:06:22,454 - mmaction - INFO - Epoch [157][720/940] lr: 1.729e-02, eta: 9:58:58, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.4842, top5_acc: 0.7148, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.1301 2020-07-30 11:06:50,466 - mmaction - INFO - Epoch [157][740/940] lr: 1.729e-02, eta: 9:58:24, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.4797, top5_acc: 0.7088, loss_cls: 2.3207, loss: 2.3207, grad_norm: 3.2006 2020-07-30 11:07:18,128 - mmaction - INFO - Epoch [157][760/940] lr: 1.729e-02, eta: 9:57:49, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.4768, top5_acc: 0.7082, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.1315 2020-07-30 11:07:45,750 - mmaction - INFO - Epoch [157][780/940] lr: 1.729e-02, eta: 9:57:15, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4848, top5_acc: 0.7141, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.1243 2020-07-30 11:08:13,524 - mmaction - INFO - Epoch [157][800/940] lr: 1.729e-02, eta: 9:56:40, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.4785, top5_acc: 0.7109, loss_cls: 2.3273, loss: 2.3273, grad_norm: 3.1637 2020-07-30 11:08:41,036 - mmaction - INFO - Epoch [157][820/940] lr: 1.729e-02, eta: 9:56:06, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.4797, top5_acc: 0.7145, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.0963 2020-07-30 11:09:08,744 - mmaction - INFO - Epoch [157][840/940] lr: 1.729e-02, eta: 9:55:31, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4838, top5_acc: 0.7063, loss_cls: 2.2997, loss: 2.2997, grad_norm: 3.1521 2020-07-30 11:09:37,070 - mmaction - INFO - Epoch [157][860/940] lr: 1.729e-02, eta: 9:54:57, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.4861, top5_acc: 0.7059, loss_cls: 2.3142, loss: 2.3142, grad_norm: 3.1576 2020-07-30 11:10:04,915 - mmaction - INFO - Epoch [157][880/940] lr: 1.729e-02, eta: 9:54:23, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.2984, loss: 2.2984, grad_norm: 3.1025 2020-07-30 11:10:32,429 - mmaction - INFO - Epoch [157][900/940] lr: 1.729e-02, eta: 9:53:48, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.4904, top5_acc: 0.7154, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.1225 2020-07-30 11:11:00,298 - mmaction - INFO - Epoch [157][920/940] lr: 1.729e-02, eta: 9:53:14, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4799, top5_acc: 0.7113, loss_cls: 2.3142, loss: 2.3142, grad_norm: 3.1306 2020-07-30 11:11:27,985 - mmaction - INFO - Epoch [157][940/940] lr: 1.729e-02, eta: 9:52:39, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.4679, top5_acc: 0.7098, loss_cls: 2.3372, loss: 2.3372, grad_norm: 3.2008 2020-07-30 11:11:28,412 - mmaction - INFO - Saving checkpoint at 157 epochs 2020-07-30 11:18:09,676 - mmaction - INFO - Epoch [158][20/940] lr: 1.590e-02, eta: 9:53:55, time: 20.006, data_time: 0.531, memory: 5021, top1_acc: 0.4805, top5_acc: 0.7057, loss_cls: 2.3236, loss: 2.3236, grad_norm: 3.1562 2020-07-30 11:18:36,975 - mmaction - INFO - Epoch [158][40/940] lr: 1.590e-02, eta: 9:53:20, time: 1.363, data_time: 0.002, memory: 5021, top1_acc: 0.4916, top5_acc: 0.7193, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.1603 2020-07-30 11:19:04,289 - mmaction - INFO - Epoch [158][60/940] lr: 1.590e-02, eta: 9:52:45, time: 1.367, data_time: 0.005, memory: 5021, top1_acc: 0.4811, top5_acc: 0.7080, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.1816 2020-07-30 11:19:31,671 - mmaction - INFO - Epoch [158][80/940] lr: 1.590e-02, eta: 9:52:11, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.4861, top5_acc: 0.7260, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.0996 2020-07-30 11:19:59,238 - mmaction - INFO - Epoch [158][100/940] lr: 1.590e-02, eta: 9:51:36, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4943, top5_acc: 0.7201, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.1281 2020-07-30 11:20:26,841 - mmaction - INFO - Epoch [158][120/940] lr: 1.590e-02, eta: 9:51:02, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.4777, top5_acc: 0.7158, loss_cls: 2.2895, loss: 2.2895, grad_norm: 3.1814 2020-07-30 11:20:54,566 - mmaction - INFO - Epoch [158][140/940] lr: 1.590e-02, eta: 9:50:27, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4865, top5_acc: 0.7115, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.1688 2020-07-30 11:21:22,186 - mmaction - INFO - Epoch [158][160/940] lr: 1.590e-02, eta: 9:49:53, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.4826, top5_acc: 0.7031, loss_cls: 2.3121, loss: 2.3121, grad_norm: 3.1918 2020-07-30 11:21:50,182 - mmaction - INFO - Epoch [158][180/940] lr: 1.590e-02, eta: 9:49:18, time: 1.399, data_time: 0.004, memory: 5021, top1_acc: 0.4898, top5_acc: 0.7186, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.0899 2020-07-30 11:22:17,939 - mmaction - INFO - Epoch [158][200/940] lr: 1.590e-02, eta: 9:48:44, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.4896, top5_acc: 0.7078, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.1745 2020-07-30 11:22:45,326 - mmaction - INFO - Epoch [158][220/940] lr: 1.590e-02, eta: 9:48:09, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.4914, top5_acc: 0.7197, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.1239 2020-07-30 11:23:13,036 - mmaction - INFO - Epoch [158][240/940] lr: 1.590e-02, eta: 9:47:34, time: 1.386, data_time: 0.004, memory: 5021, top1_acc: 0.4846, top5_acc: 0.7266, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.1645 2020-07-30 11:23:40,853 - mmaction - INFO - Epoch [158][260/940] lr: 1.590e-02, eta: 9:47:00, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.4719, top5_acc: 0.7088, loss_cls: 2.3001, loss: 2.3001, grad_norm: 3.2062 2020-07-30 11:24:09,087 - mmaction - INFO - Epoch [158][280/940] lr: 1.590e-02, eta: 9:46:26, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.4828, top5_acc: 0.7029, loss_cls: 2.3315, loss: 2.3315, grad_norm: 3.1959 2020-07-30 11:24:36,889 - mmaction - INFO - Epoch [158][300/940] lr: 1.590e-02, eta: 9:45:51, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.4904, top5_acc: 0.7158, loss_cls: 2.2860, loss: 2.2860, grad_norm: 3.1712 2020-07-30 11:25:04,836 - mmaction - INFO - Epoch [158][320/940] lr: 1.590e-02, eta: 9:45:17, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.4752, top5_acc: 0.7049, loss_cls: 2.3490, loss: 2.3490, grad_norm: 3.2410 2020-07-30 11:25:32,587 - mmaction - INFO - Epoch [158][340/940] lr: 1.590e-02, eta: 9:44:42, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.4920, top5_acc: 0.7201, loss_cls: 2.2746, loss: 2.2746, grad_norm: 3.1522 2020-07-30 11:26:01,145 - mmaction - INFO - Epoch [158][360/940] lr: 1.590e-02, eta: 9:44:08, time: 1.428, data_time: 0.007, memory: 5021, top1_acc: 0.4838, top5_acc: 0.7143, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.2306 2020-07-30 11:26:29,118 - mmaction - INFO - Epoch [158][380/940] lr: 1.590e-02, eta: 9:43:34, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.4873, top5_acc: 0.7197, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.1448 2020-07-30 11:26:56,741 - mmaction - INFO - Epoch [158][400/940] lr: 1.590e-02, eta: 9:42:59, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4803, top5_acc: 0.7131, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.1849 2020-07-30 11:27:24,087 - mmaction - INFO - Epoch [158][420/940] lr: 1.590e-02, eta: 9:42:25, time: 1.367, data_time: 0.002, memory: 5021, top1_acc: 0.4883, top5_acc: 0.7152, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.1548 2020-07-30 11:27:51,499 - mmaction - INFO - Epoch [158][440/940] lr: 1.590e-02, eta: 9:41:50, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.4840, top5_acc: 0.7086, loss_cls: 2.3192, loss: 2.3192, grad_norm: 3.2119 2020-07-30 11:28:20,127 - mmaction - INFO - Epoch [158][460/940] lr: 1.590e-02, eta: 9:41:16, time: 1.430, data_time: 0.005, memory: 5021, top1_acc: 0.5029, top5_acc: 0.7184, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.1817 2020-07-30 11:28:48,070 - mmaction - INFO - Epoch [158][480/940] lr: 1.590e-02, eta: 9:40:41, time: 1.399, data_time: 0.007, memory: 5021, top1_acc: 0.4783, top5_acc: 0.7137, loss_cls: 2.3063, loss: 2.3063, grad_norm: 3.2728 2020-07-30 11:29:15,588 - mmaction - INFO - Epoch [158][500/940] lr: 1.590e-02, eta: 9:40:07, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.4963, top5_acc: 0.7166, loss_cls: 2.2428, loss: 2.2428, grad_norm: 3.1937 2020-07-30 11:29:43,067 - mmaction - INFO - Epoch [158][520/940] lr: 1.590e-02, eta: 9:39:32, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.4883, top5_acc: 0.7133, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.1591 2020-07-30 11:30:10,835 - mmaction - INFO - Epoch [158][540/940] lr: 1.590e-02, eta: 9:38:58, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.4777, top5_acc: 0.7072, loss_cls: 2.3035, loss: 2.3035, grad_norm: 3.2118 2020-07-30 11:30:38,509 - mmaction - INFO - Epoch [158][560/940] lr: 1.590e-02, eta: 9:38:23, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.4840, top5_acc: 0.7111, loss_cls: 2.3006, loss: 2.3006, grad_norm: 3.1422 2020-07-30 11:31:06,256 - mmaction - INFO - Epoch [158][580/940] lr: 1.590e-02, eta: 9:37:49, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.4887, top5_acc: 0.7180, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.1117 2020-07-30 11:31:33,843 - mmaction - INFO - Epoch [158][600/940] lr: 1.590e-02, eta: 9:37:14, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4816, top5_acc: 0.7094, loss_cls: 2.2943, loss: 2.2943, grad_norm: 3.1819 2020-07-30 11:32:01,958 - mmaction - INFO - Epoch [158][620/940] lr: 1.590e-02, eta: 9:36:40, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.4867, top5_acc: 0.7174, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.1721 2020-07-30 11:32:29,849 - mmaction - INFO - Epoch [158][640/940] lr: 1.590e-02, eta: 9:36:06, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4945, top5_acc: 0.7166, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.2447 2020-07-30 11:32:57,717 - mmaction - INFO - Epoch [158][660/940] lr: 1.590e-02, eta: 9:35:31, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.4820, top5_acc: 0.7131, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.2304 2020-07-30 11:33:25,106 - mmaction - INFO - Epoch [158][680/940] lr: 1.590e-02, eta: 9:34:57, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.4910, top5_acc: 0.7307, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.1863 2020-07-30 11:33:52,898 - mmaction - INFO - Epoch [158][700/940] lr: 1.590e-02, eta: 9:34:22, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.4854, top5_acc: 0.7148, loss_cls: 2.2927, loss: 2.2927, grad_norm: 3.2495 2020-07-30 11:34:20,402 - mmaction - INFO - Epoch [158][720/940] lr: 1.590e-02, eta: 9:33:48, time: 1.378, data_time: 0.007, memory: 5021, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.2645 2020-07-30 11:34:48,590 - mmaction - INFO - Epoch [158][740/940] lr: 1.590e-02, eta: 9:33:14, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.4838, top5_acc: 0.7193, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.1894 2020-07-30 11:35:16,556 - mmaction - INFO - Epoch [158][760/940] lr: 1.590e-02, eta: 9:32:39, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4889, top5_acc: 0.7074, loss_cls: 2.3005, loss: 2.3005, grad_norm: 3.2086 2020-07-30 11:35:44,197 - mmaction - INFO - Epoch [158][780/940] lr: 1.590e-02, eta: 9:32:05, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.4795, top5_acc: 0.7111, loss_cls: 2.2876, loss: 2.2876, grad_norm: 3.2207 2020-07-30 11:36:12,174 - mmaction - INFO - Epoch [158][800/940] lr: 1.590e-02, eta: 9:31:31, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4900, top5_acc: 0.7219, loss_cls: 2.2497, loss: 2.2497, grad_norm: 3.1587 2020-07-30 11:36:39,527 - mmaction - INFO - Epoch [158][820/940] lr: 1.590e-02, eta: 9:30:56, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.4893, top5_acc: 0.7188, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.1745 2020-07-30 11:37:07,110 - mmaction - INFO - Epoch [158][840/940] lr: 1.590e-02, eta: 9:30:22, time: 1.377, data_time: 0.004, memory: 5021, top1_acc: 0.4912, top5_acc: 0.7195, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.1400 2020-07-30 11:37:35,734 - mmaction - INFO - Epoch [158][860/940] lr: 1.590e-02, eta: 9:29:47, time: 1.433, data_time: 0.006, memory: 5021, top1_acc: 0.4867, top5_acc: 0.7127, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.1836 2020-07-30 11:38:03,609 - mmaction - INFO - Epoch [158][880/940] lr: 1.590e-02, eta: 9:29:13, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4799, top5_acc: 0.7063, loss_cls: 2.3202, loss: 2.3202, grad_norm: 3.1790 2020-07-30 11:38:32,518 - mmaction - INFO - Epoch [158][900/940] lr: 1.590e-02, eta: 9:28:39, time: 1.448, data_time: 0.006, memory: 5021, top1_acc: 0.4830, top5_acc: 0.7234, loss_cls: 2.2642, loss: 2.2642, grad_norm: 3.1707 2020-07-30 11:39:00,197 - mmaction - INFO - Epoch [158][920/940] lr: 1.590e-02, eta: 9:28:05, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.4836, top5_acc: 0.7014, loss_cls: 2.3087, loss: 2.3087, grad_norm: 3.2713 2020-07-30 11:39:27,491 - mmaction - INFO - Epoch [158][940/940] lr: 1.590e-02, eta: 9:27:30, time: 1.365, data_time: 0.005, memory: 5021, top1_acc: 0.4696, top5_acc: 0.7175, loss_cls: 2.2927, loss: 2.2927, grad_norm: 3.2459 2020-07-30 11:39:27,768 - mmaction - INFO - Saving checkpoint at 158 epochs 2020-07-30 11:42:30,220 - mmaction - INFO - Epoch [159][20/940] lr: 1.456e-02, eta: 9:27:39, time: 9.078, data_time: 0.362, memory: 5021, top1_acc: 0.4826, top5_acc: 0.7168, loss_cls: 2.2547, loss: 2.2547, grad_norm: 3.2120 2020-07-30 11:42:57,805 - mmaction - INFO - Epoch [159][40/940] lr: 1.456e-02, eta: 9:27:04, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4961, top5_acc: 0.7211, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.1836 2020-07-30 11:43:25,574 - mmaction - INFO - Epoch [159][60/940] lr: 1.456e-02, eta: 9:26:30, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.5057, top5_acc: 0.7314, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.1160 2020-07-30 11:43:53,064 - mmaction - INFO - Epoch [159][80/940] lr: 1.456e-02, eta: 9:25:55, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.4971, top5_acc: 0.7227, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.1695 2020-07-30 11:44:20,925 - mmaction - INFO - Epoch [159][100/940] lr: 1.456e-02, eta: 9:25:21, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4904, top5_acc: 0.7229, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.2427 2020-07-30 11:44:49,230 - mmaction - INFO - Epoch [159][120/940] lr: 1.456e-02, eta: 9:24:47, time: 1.414, data_time: 0.002, memory: 5021, top1_acc: 0.4893, top5_acc: 0.7158, loss_cls: 2.2648, loss: 2.2648, grad_norm: 3.2046 2020-07-30 11:45:17,284 - mmaction - INFO - Epoch [159][140/940] lr: 1.456e-02, eta: 9:24:12, time: 1.402, data_time: 0.007, memory: 5021, top1_acc: 0.4873, top5_acc: 0.7271, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.2614 2020-07-30 11:45:45,226 - mmaction - INFO - Epoch [159][160/940] lr: 1.456e-02, eta: 9:23:38, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4820, top5_acc: 0.7098, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.2330 2020-07-30 11:46:13,078 - mmaction - INFO - Epoch [159][180/940] lr: 1.456e-02, eta: 9:23:03, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.4932, top5_acc: 0.7270, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.2505 2020-07-30 11:46:41,341 - mmaction - INFO - Epoch [159][200/940] lr: 1.456e-02, eta: 9:22:29, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.4893, top5_acc: 0.7205, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.2258 2020-07-30 11:47:09,258 - mmaction - INFO - Epoch [159][220/940] lr: 1.456e-02, eta: 9:21:55, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4809, top5_acc: 0.7137, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.2414 2020-07-30 11:47:37,372 - mmaction - INFO - Epoch [159][240/940] lr: 1.456e-02, eta: 9:21:21, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.2246 2020-07-30 11:48:05,100 - mmaction - INFO - Epoch [159][260/940] lr: 1.456e-02, eta: 9:20:46, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4871, top5_acc: 0.7191, loss_cls: 2.2810, loss: 2.2810, grad_norm: 3.2524 2020-07-30 11:48:33,019 - mmaction - INFO - Epoch [159][280/940] lr: 1.456e-02, eta: 9:20:12, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.4781, top5_acc: 0.7119, loss_cls: 2.3213, loss: 2.3213, grad_norm: 3.2048 2020-07-30 11:49:01,760 - mmaction - INFO - Epoch [159][300/940] lr: 1.456e-02, eta: 9:19:38, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.4965, top5_acc: 0.7209, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.1574 2020-07-30 11:49:29,730 - mmaction - INFO - Epoch [159][320/940] lr: 1.456e-02, eta: 9:19:03, time: 1.398, data_time: 0.007, memory: 5021, top1_acc: 0.4898, top5_acc: 0.7189, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.2018 2020-07-30 11:49:57,303 - mmaction - INFO - Epoch [159][340/940] lr: 1.456e-02, eta: 9:18:29, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.4830, top5_acc: 0.7211, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.2126 2020-07-30 11:50:25,257 - mmaction - INFO - Epoch [159][360/940] lr: 1.456e-02, eta: 9:17:55, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5004, top5_acc: 0.7139, loss_cls: 2.2598, loss: 2.2598, grad_norm: 3.2052 2020-07-30 11:50:53,285 - mmaction - INFO - Epoch [159][380/940] lr: 1.456e-02, eta: 9:17:20, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.4938, top5_acc: 0.7121, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.2292 2020-07-30 11:51:21,264 - mmaction - INFO - Epoch [159][400/940] lr: 1.456e-02, eta: 9:16:46, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.4932, top5_acc: 0.7217, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.1611 2020-07-30 11:51:49,259 - mmaction - INFO - Epoch [159][420/940] lr: 1.456e-02, eta: 9:16:12, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.4918, top5_acc: 0.7232, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.2230 2020-07-30 11:52:17,449 - mmaction - INFO - Epoch [159][440/940] lr: 1.456e-02, eta: 9:15:38, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.4805, top5_acc: 0.7107, loss_cls: 2.2960, loss: 2.2960, grad_norm: 3.2619 2020-07-30 11:52:45,109 - mmaction - INFO - Epoch [159][460/940] lr: 1.456e-02, eta: 9:15:03, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.4771, top5_acc: 0.7006, loss_cls: 2.3183, loss: 2.3183, grad_norm: 3.2029 2020-07-30 11:53:14,090 - mmaction - INFO - Epoch [159][480/940] lr: 1.456e-02, eta: 9:14:29, time: 1.447, data_time: 0.005, memory: 5021, top1_acc: 0.5043, top5_acc: 0.7299, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.1868 2020-07-30 11:53:42,445 - mmaction - INFO - Epoch [159][500/940] lr: 1.456e-02, eta: 9:13:55, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5037, top5_acc: 0.7248, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.2056 2020-07-30 11:54:10,197 - mmaction - INFO - Epoch [159][520/940] lr: 1.456e-02, eta: 9:13:21, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5033, top5_acc: 0.7270, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.2055 2020-07-30 11:54:37,987 - mmaction - INFO - Epoch [159][540/940] lr: 1.456e-02, eta: 9:12:46, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5018, top5_acc: 0.7279, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.2047 2020-07-30 11:55:05,940 - mmaction - INFO - Epoch [159][560/940] lr: 1.456e-02, eta: 9:12:12, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4832, top5_acc: 0.7230, loss_cls: 2.2652, loss: 2.2652, grad_norm: 3.3146 2020-07-30 11:55:33,423 - mmaction - INFO - Epoch [159][580/940] lr: 1.456e-02, eta: 9:11:38, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.4885, top5_acc: 0.7240, loss_cls: 2.2561, loss: 2.2561, grad_norm: 3.2813 2020-07-30 11:56:01,226 - mmaction - INFO - Epoch [159][600/940] lr: 1.456e-02, eta: 9:11:03, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.4904, top5_acc: 0.7088, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.2849 2020-07-30 11:56:29,219 - mmaction - INFO - Epoch [159][620/940] lr: 1.456e-02, eta: 9:10:29, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.2757 2020-07-30 11:56:57,131 - mmaction - INFO - Epoch [159][640/940] lr: 1.456e-02, eta: 9:09:55, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.4881, top5_acc: 0.7131, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.2422 2020-07-30 11:57:25,188 - mmaction - INFO - Epoch [159][660/940] lr: 1.456e-02, eta: 9:09:21, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.4953, top5_acc: 0.7193, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.2317 2020-07-30 11:57:53,919 - mmaction - INFO - Epoch [159][680/940] lr: 1.456e-02, eta: 9:08:47, time: 1.435, data_time: 0.002, memory: 5021, top1_acc: 0.4834, top5_acc: 0.7152, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.2624 2020-07-30 11:58:21,844 - mmaction - INFO - Epoch [159][700/940] lr: 1.456e-02, eta: 9:08:12, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.2345 2020-07-30 11:58:49,225 - mmaction - INFO - Epoch [159][720/940] lr: 1.456e-02, eta: 9:07:38, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.4793, top5_acc: 0.7137, loss_cls: 2.3084, loss: 2.3084, grad_norm: 3.2788 2020-07-30 11:59:17,173 - mmaction - INFO - Epoch [159][740/940] lr: 1.456e-02, eta: 9:07:04, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4988, top5_acc: 0.7238, loss_cls: 2.2327, loss: 2.2327, grad_norm: 3.2527 2020-07-30 11:59:45,217 - mmaction - INFO - Epoch [159][760/940] lr: 1.456e-02, eta: 9:06:29, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.4965, top5_acc: 0.7254, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.2526 2020-07-30 12:00:19,963 - mmaction - INFO - Epoch [159][780/940] lr: 1.456e-02, eta: 9:05:57, time: 1.730, data_time: 0.003, memory: 5021, top1_acc: 0.4871, top5_acc: 0.7189, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.2466 2020-07-30 12:00:47,818 - mmaction - INFO - Epoch [159][800/940] lr: 1.456e-02, eta: 9:05:23, time: 1.401, data_time: 0.025, memory: 5021, top1_acc: 0.4916, top5_acc: 0.7223, loss_cls: 2.2527, loss: 2.2527, grad_norm: 3.2734 2020-07-30 12:01:15,464 - mmaction - INFO - Epoch [159][820/940] lr: 1.456e-02, eta: 9:04:48, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.4908, top5_acc: 0.7225, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.3108 2020-07-30 12:01:43,868 - mmaction - INFO - Epoch [159][840/940] lr: 1.456e-02, eta: 9:04:14, time: 1.422, data_time: 0.006, memory: 5021, top1_acc: 0.4896, top5_acc: 0.7217, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.2938 2020-07-30 12:02:11,855 - mmaction - INFO - Epoch [159][860/940] lr: 1.456e-02, eta: 9:03:40, time: 1.399, data_time: 0.003, memory: 5021, top1_acc: 0.4916, top5_acc: 0.7174, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.2301 2020-07-30 12:02:40,146 - mmaction - INFO - Epoch [159][880/940] lr: 1.456e-02, eta: 9:03:06, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.2492 2020-07-30 12:03:08,307 - mmaction - INFO - Epoch [159][900/940] lr: 1.456e-02, eta: 9:02:32, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.4842, top5_acc: 0.7154, loss_cls: 2.2992, loss: 2.2992, grad_norm: 3.3060 2020-07-30 12:03:36,956 - mmaction - INFO - Epoch [159][920/940] lr: 1.456e-02, eta: 9:01:58, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.4867, top5_acc: 0.7137, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.2851 2020-07-30 12:04:03,868 - mmaction - INFO - Epoch [159][940/940] lr: 1.456e-02, eta: 9:01:23, time: 1.343, data_time: 0.004, memory: 5021, top1_acc: 0.4880, top5_acc: 0.7119, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.3163 2020-07-30 12:04:04,142 - mmaction - INFO - Saving checkpoint at 159 epochs 2020-07-30 12:06:59,620 - mmaction - INFO - Epoch [160][20/940] lr: 1.328e-02, eta: 9:01:27, time: 8.717, data_time: 0.542, memory: 5021, top1_acc: 0.4902, top5_acc: 0.7250, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.2822 2020-07-30 12:07:27,178 - mmaction - INFO - Epoch [160][40/940] lr: 1.328e-02, eta: 9:00:53, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.4898, top5_acc: 0.7217, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.2701 2020-07-30 12:07:55,044 - mmaction - INFO - Epoch [160][60/940] lr: 1.328e-02, eta: 9:00:19, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.5068, top5_acc: 0.7279, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.2799 2020-07-30 12:08:22,518 - mmaction - INFO - Epoch [160][80/940] lr: 1.328e-02, eta: 8:59:44, time: 1.376, data_time: 0.006, memory: 5021, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.3132 2020-07-30 12:08:50,358 - mmaction - INFO - Epoch [160][100/940] lr: 1.328e-02, eta: 8:59:10, time: 1.392, data_time: 0.004, memory: 5021, top1_acc: 0.4965, top5_acc: 0.7250, loss_cls: 2.2325, loss: 2.2325, grad_norm: 3.2777 2020-07-30 12:09:18,486 - mmaction - INFO - Epoch [160][120/940] lr: 1.328e-02, eta: 8:58:36, time: 1.406, data_time: 0.002, memory: 5021, top1_acc: 0.4936, top5_acc: 0.7262, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.2935 2020-07-30 12:09:46,395 - mmaction - INFO - Epoch [160][140/940] lr: 1.328e-02, eta: 8:58:02, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.4934, top5_acc: 0.7320, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.3422 2020-07-30 12:10:14,396 - mmaction - INFO - Epoch [160][160/940] lr: 1.328e-02, eta: 8:57:28, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.4910, top5_acc: 0.7127, loss_cls: 2.2549, loss: 2.2549, grad_norm: 3.2940 2020-07-30 12:10:42,573 - mmaction - INFO - Epoch [160][180/940] lr: 1.328e-02, eta: 8:56:53, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.5107, top5_acc: 0.7404, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.2572 2020-07-30 12:11:10,576 - mmaction - INFO - Epoch [160][200/940] lr: 1.328e-02, eta: 8:56:19, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.4990, top5_acc: 0.7223, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.3661 2020-07-30 12:11:38,478 - mmaction - INFO - Epoch [160][220/940] lr: 1.328e-02, eta: 8:55:45, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.4994, top5_acc: 0.7131, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.3448 2020-07-30 12:12:06,068 - mmaction - INFO - Epoch [160][240/940] lr: 1.328e-02, eta: 8:55:11, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5039, top5_acc: 0.7295, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.2434 2020-07-30 12:12:34,233 - mmaction - INFO - Epoch [160][260/940] lr: 1.328e-02, eta: 8:54:36, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.4994, top5_acc: 0.7252, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.2728 2020-07-30 12:13:03,093 - mmaction - INFO - Epoch [160][280/940] lr: 1.328e-02, eta: 8:54:02, time: 1.443, data_time: 0.006, memory: 5021, top1_acc: 0.5039, top5_acc: 0.7361, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.3225 2020-07-30 12:13:30,710 - mmaction - INFO - Epoch [160][300/940] lr: 1.328e-02, eta: 8:53:28, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.4908, top5_acc: 0.7225, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.3257 2020-07-30 12:13:58,611 - mmaction - INFO - Epoch [160][320/940] lr: 1.328e-02, eta: 8:52:54, time: 1.393, data_time: 0.004, memory: 5021, top1_acc: 0.4984, top5_acc: 0.7174, loss_cls: 2.2580, loss: 2.2580, grad_norm: 3.3465 2020-07-30 12:14:26,640 - mmaction - INFO - Epoch [160][340/940] lr: 1.328e-02, eta: 8:52:20, time: 1.403, data_time: 0.004, memory: 5021, top1_acc: 0.4867, top5_acc: 0.7201, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.3793 2020-07-30 12:14:55,216 - mmaction - INFO - Epoch [160][360/940] lr: 1.328e-02, eta: 8:51:46, time: 1.429, data_time: 0.002, memory: 5021, top1_acc: 0.4990, top5_acc: 0.7295, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.2869 2020-07-30 12:15:22,974 - mmaction - INFO - Epoch [160][380/940] lr: 1.328e-02, eta: 8:51:11, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.4961, top5_acc: 0.7262, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.3748 2020-07-30 12:15:50,845 - mmaction - INFO - Epoch [160][400/940] lr: 1.328e-02, eta: 8:50:37, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4842, top5_acc: 0.7184, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.3744 2020-07-30 12:16:18,703 - mmaction - INFO - Epoch [160][420/940] lr: 1.328e-02, eta: 8:50:03, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.4879, top5_acc: 0.7197, loss_cls: 2.2509, loss: 2.2509, grad_norm: 3.3311 2020-07-30 12:16:46,724 - mmaction - INFO - Epoch [160][440/940] lr: 1.328e-02, eta: 8:49:29, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.4842, top5_acc: 0.7137, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.2919 2020-07-30 12:17:15,209 - mmaction - INFO - Epoch [160][460/940] lr: 1.328e-02, eta: 8:48:55, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.5076, top5_acc: 0.7342, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.3060 2020-07-30 12:17:43,460 - mmaction - INFO - Epoch [160][480/940] lr: 1.328e-02, eta: 8:48:21, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.4977, top5_acc: 0.7238, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.2807 2020-07-30 12:18:11,553 - mmaction - INFO - Epoch [160][500/940] lr: 1.328e-02, eta: 8:47:46, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5057, top5_acc: 0.7232, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.3053 2020-07-30 12:18:39,301 - mmaction - INFO - Epoch [160][520/940] lr: 1.328e-02, eta: 8:47:12, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.4881, top5_acc: 0.7088, loss_cls: 2.2740, loss: 2.2740, grad_norm: 3.3006 2020-07-30 12:19:07,679 - mmaction - INFO - Epoch [160][540/940] lr: 1.328e-02, eta: 8:46:38, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.3292 2020-07-30 12:19:35,925 - mmaction - INFO - Epoch [160][560/940] lr: 1.328e-02, eta: 8:46:04, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.5037, top5_acc: 0.7268, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.2409 2020-07-30 12:20:04,210 - mmaction - INFO - Epoch [160][580/940] lr: 1.328e-02, eta: 8:45:30, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.4951, top5_acc: 0.7211, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.2935 2020-07-30 12:20:32,305 - mmaction - INFO - Epoch [160][600/940] lr: 1.328e-02, eta: 8:44:56, time: 1.403, data_time: 0.002, memory: 5021, top1_acc: 0.4877, top5_acc: 0.7180, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.2776 2020-07-30 12:21:00,568 - mmaction - INFO - Epoch [160][620/940] lr: 1.328e-02, eta: 8:44:22, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.4912, top5_acc: 0.7250, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.3186 2020-07-30 12:21:27,945 - mmaction - INFO - Epoch [160][640/940] lr: 1.328e-02, eta: 8:43:47, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.5020, top5_acc: 0.7182, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.3372 2020-07-30 12:21:55,710 - mmaction - INFO - Epoch [160][660/940] lr: 1.328e-02, eta: 8:43:13, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.4973, top5_acc: 0.7201, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.3069 2020-07-30 12:22:23,233 - mmaction - INFO - Epoch [160][680/940] lr: 1.328e-02, eta: 8:42:39, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.4982, top5_acc: 0.7293, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.2969 2020-07-30 12:22:51,191 - mmaction - INFO - Epoch [160][700/940] lr: 1.328e-02, eta: 8:42:05, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.4963, top5_acc: 0.7211, loss_cls: 2.2501, loss: 2.2501, grad_norm: 3.2528 2020-07-30 12:23:19,719 - mmaction - INFO - Epoch [160][720/940] lr: 1.328e-02, eta: 8:41:31, time: 1.428, data_time: 0.005, memory: 5021, top1_acc: 0.4889, top5_acc: 0.7189, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.3236 2020-07-30 12:23:47,657 - mmaction - INFO - Epoch [160][740/940] lr: 1.328e-02, eta: 8:40:57, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.4867, top5_acc: 0.7051, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.3202 2020-07-30 12:24:15,826 - mmaction - INFO - Epoch [160][760/940] lr: 1.328e-02, eta: 8:40:23, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.4906, top5_acc: 0.7172, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.2880 2020-07-30 12:24:43,439 - mmaction - INFO - Epoch [160][780/940] lr: 1.328e-02, eta: 8:39:48, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.4918, top5_acc: 0.7256, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.3213 2020-07-30 12:25:11,224 - mmaction - INFO - Epoch [160][800/940] lr: 1.328e-02, eta: 8:39:14, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4896, top5_acc: 0.7170, loss_cls: 2.2768, loss: 2.2768, grad_norm: 3.3490 2020-07-30 12:25:39,232 - mmaction - INFO - Epoch [160][820/940] lr: 1.328e-02, eta: 8:38:40, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.4971, top5_acc: 0.7252, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3246 2020-07-30 12:26:08,570 - mmaction - INFO - Epoch [160][840/940] lr: 1.328e-02, eta: 8:38:06, time: 1.468, data_time: 0.005, memory: 5021, top1_acc: 0.4953, top5_acc: 0.7201, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.3226 2020-07-30 12:26:36,731 - mmaction - INFO - Epoch [160][860/940] lr: 1.328e-02, eta: 8:37:32, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4842, top5_acc: 0.7162, loss_cls: 2.2825, loss: 2.2825, grad_norm: 3.3807 2020-07-30 12:27:04,357 - mmaction - INFO - Epoch [160][880/940] lr: 1.328e-02, eta: 8:36:58, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.4975, top5_acc: 0.7238, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.2923 2020-07-30 12:27:32,248 - mmaction - INFO - Epoch [160][900/940] lr: 1.328e-02, eta: 8:36:24, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.5023, top5_acc: 0.7205, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.2332 2020-07-30 12:28:00,989 - mmaction - INFO - Epoch [160][920/940] lr: 1.328e-02, eta: 8:35:50, time: 1.439, data_time: 0.005, memory: 5021, top1_acc: 0.5008, top5_acc: 0.7271, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.3251 2020-07-30 12:28:28,142 - mmaction - INFO - Epoch [160][940/940] lr: 1.328e-02, eta: 8:35:16, time: 1.358, data_time: 0.002, memory: 5021, top1_acc: 0.5124, top5_acc: 0.7323, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.3587 2020-07-30 12:28:28,429 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-30 12:35:14,430 - mmaction - INFO - Epoch [161][20/940] lr: 1.206e-02, eta: 8:36:15, time: 20.254, data_time: 0.358, memory: 5021, top1_acc: 0.4973, top5_acc: 0.7301, loss_cls: 2.1916, loss: 2.1916, grad_norm: 3.3308 2020-07-30 12:35:41,898 - mmaction - INFO - Epoch [161][40/940] lr: 1.206e-02, eta: 8:35:40, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.5016, top5_acc: 0.7207, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.3485 2020-07-30 12:36:09,277 - mmaction - INFO - Epoch [161][60/940] lr: 1.206e-02, eta: 8:35:06, time: 1.369, data_time: 0.002, memory: 5021, top1_acc: 0.5107, top5_acc: 0.7350, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.3115 2020-07-30 12:36:36,685 - mmaction - INFO - Epoch [161][80/940] lr: 1.206e-02, eta: 8:34:32, time: 1.369, data_time: 0.005, memory: 5021, top1_acc: 0.4951, top5_acc: 0.7238, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.4213 2020-07-30 12:37:04,330 - mmaction - INFO - Epoch [161][100/940] lr: 1.206e-02, eta: 8:33:57, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.5123, top5_acc: 0.7301, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.3042 2020-07-30 12:37:32,385 - mmaction - INFO - Epoch [161][120/940] lr: 1.206e-02, eta: 8:33:23, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.5076, top5_acc: 0.7316, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.3665 2020-07-30 12:38:00,276 - mmaction - INFO - Epoch [161][140/940] lr: 1.206e-02, eta: 8:32:49, time: 1.397, data_time: 0.007, memory: 5021, top1_acc: 0.5039, top5_acc: 0.7254, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.3361 2020-07-30 12:38:28,183 - mmaction - INFO - Epoch [161][160/940] lr: 1.206e-02, eta: 8:32:15, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.5041, top5_acc: 0.7289, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.3302 2020-07-30 12:38:55,797 - mmaction - INFO - Epoch [161][180/940] lr: 1.206e-02, eta: 8:31:40, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.5080, top5_acc: 0.7355, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.3109 2020-07-30 12:39:23,905 - mmaction - INFO - Epoch [161][200/940] lr: 1.206e-02, eta: 8:31:06, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.4967, top5_acc: 0.7283, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.3476 2020-07-30 12:39:52,258 - mmaction - INFO - Epoch [161][220/940] lr: 1.206e-02, eta: 8:30:32, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5021, top5_acc: 0.7238, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.3751 2020-07-30 12:40:20,267 - mmaction - INFO - Epoch [161][240/940] lr: 1.206e-02, eta: 8:29:58, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4908, top5_acc: 0.7193, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.3922 2020-07-30 12:40:48,185 - mmaction - INFO - Epoch [161][260/940] lr: 1.206e-02, eta: 8:29:24, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5084, top5_acc: 0.7264, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.3858 2020-07-30 12:41:17,074 - mmaction - INFO - Epoch [161][280/940] lr: 1.206e-02, eta: 8:28:50, time: 1.443, data_time: 0.005, memory: 5021, top1_acc: 0.5078, top5_acc: 0.7316, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.3181 2020-07-30 12:41:45,084 - mmaction - INFO - Epoch [161][300/940] lr: 1.206e-02, eta: 8:28:16, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5012, top5_acc: 0.7246, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.2890 2020-07-30 12:42:13,105 - mmaction - INFO - Epoch [161][320/940] lr: 1.206e-02, eta: 8:27:41, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4994, top5_acc: 0.7279, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.3616 2020-07-30 12:42:40,907 - mmaction - INFO - Epoch [161][340/940] lr: 1.206e-02, eta: 8:27:07, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.5002, top5_acc: 0.7238, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.3093 2020-07-30 12:43:09,385 - mmaction - INFO - Epoch [161][360/940] lr: 1.206e-02, eta: 8:26:33, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.5043, top5_acc: 0.7256, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.3224 2020-07-30 12:43:37,766 - mmaction - INFO - Epoch [161][380/940] lr: 1.206e-02, eta: 8:25:59, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5115, top5_acc: 0.7248, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.3223 2020-07-30 12:44:06,191 - mmaction - INFO - Epoch [161][400/940] lr: 1.206e-02, eta: 8:25:25, time: 1.420, data_time: 0.006, memory: 5021, top1_acc: 0.4969, top5_acc: 0.7314, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.3603 2020-07-30 12:44:34,584 - mmaction - INFO - Epoch [161][420/940] lr: 1.206e-02, eta: 8:24:51, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5057, top5_acc: 0.7314, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.4259 2020-07-30 12:45:02,654 - mmaction - INFO - Epoch [161][440/940] lr: 1.206e-02, eta: 8:24:17, time: 1.405, data_time: 0.007, memory: 5021, top1_acc: 0.5021, top5_acc: 0.7283, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.3988 2020-07-30 12:45:32,304 - mmaction - INFO - Epoch [161][460/940] lr: 1.206e-02, eta: 8:23:43, time: 1.482, data_time: 0.003, memory: 5021, top1_acc: 0.5078, top5_acc: 0.7326, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.3780 2020-07-30 12:46:00,143 - mmaction - INFO - Epoch [161][480/940] lr: 1.206e-02, eta: 8:23:09, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.5086, top5_acc: 0.7264, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.3376 2020-07-30 12:46:27,862 - mmaction - INFO - Epoch [161][500/940] lr: 1.206e-02, eta: 8:22:35, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.4879, top5_acc: 0.7227, loss_cls: 2.2492, loss: 2.2492, grad_norm: 3.3292 2020-07-30 12:46:55,414 - mmaction - INFO - Epoch [161][520/940] lr: 1.206e-02, eta: 8:22:00, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.3843 2020-07-30 12:47:24,003 - mmaction - INFO - Epoch [161][540/940] lr: 1.206e-02, eta: 8:21:26, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5018, top5_acc: 0.7248, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.3793 2020-07-30 12:47:52,184 - mmaction - INFO - Epoch [161][560/940] lr: 1.206e-02, eta: 8:20:52, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.4963, top5_acc: 0.7279, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.3992 2020-07-30 12:48:20,685 - mmaction - INFO - Epoch [161][580/940] lr: 1.206e-02, eta: 8:20:18, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.4984, top5_acc: 0.7248, loss_cls: 2.2210, loss: 2.2210, grad_norm: 3.3813 2020-07-30 12:48:48,461 - mmaction - INFO - Epoch [161][600/940] lr: 1.206e-02, eta: 8:19:44, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.4959, top5_acc: 0.7248, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.3597 2020-07-30 12:49:16,693 - mmaction - INFO - Epoch [161][620/940] lr: 1.206e-02, eta: 8:19:10, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.5043, top5_acc: 0.7338, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.3482 2020-07-30 12:49:45,197 - mmaction - INFO - Epoch [161][640/940] lr: 1.206e-02, eta: 8:18:36, time: 1.426, data_time: 0.002, memory: 5021, top1_acc: 0.5031, top5_acc: 0.7268, loss_cls: 2.1948, loss: 2.1948, grad_norm: 3.3614 2020-07-30 12:50:13,913 - mmaction - INFO - Epoch [161][660/940] lr: 1.206e-02, eta: 8:18:02, time: 1.434, data_time: 0.004, memory: 5021, top1_acc: 0.4895, top5_acc: 0.7199, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.3838 2020-07-30 12:50:42,436 - mmaction - INFO - Epoch [161][680/940] lr: 1.206e-02, eta: 8:17:28, time: 1.426, data_time: 0.005, memory: 5021, top1_acc: 0.5002, top5_acc: 0.7211, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.3737 2020-07-30 12:51:10,146 - mmaction - INFO - Epoch [161][700/940] lr: 1.206e-02, eta: 8:16:54, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.5008, top5_acc: 0.7227, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.3917 2020-07-30 12:51:38,127 - mmaction - INFO - Epoch [161][720/940] lr: 1.206e-02, eta: 8:16:20, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4941, top5_acc: 0.7143, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.4279 2020-07-30 12:52:06,100 - mmaction - INFO - Epoch [161][740/940] lr: 1.206e-02, eta: 8:15:46, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.4998, top5_acc: 0.7303, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.4104 2020-07-30 12:52:33,934 - mmaction - INFO - Epoch [161][760/940] lr: 1.206e-02, eta: 8:15:12, time: 1.393, data_time: 0.006, memory: 5021, top1_acc: 0.4980, top5_acc: 0.7109, loss_cls: 2.2682, loss: 2.2682, grad_norm: 3.4511 2020-07-30 12:53:01,684 - mmaction - INFO - Epoch [161][780/940] lr: 1.206e-02, eta: 8:14:37, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.4953, top5_acc: 0.7191, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.3706 2020-07-30 12:53:29,383 - mmaction - INFO - Epoch [161][800/940] lr: 1.206e-02, eta: 8:14:03, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5105, top5_acc: 0.7346, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.3176 2020-07-30 12:53:57,300 - mmaction - INFO - Epoch [161][820/940] lr: 1.206e-02, eta: 8:13:29, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.3490 2020-07-30 12:54:25,628 - mmaction - INFO - Epoch [161][840/940] lr: 1.206e-02, eta: 8:12:55, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.4891, top5_acc: 0.7158, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.3955 2020-07-30 12:54:53,500 - mmaction - INFO - Epoch [161][860/940] lr: 1.206e-02, eta: 8:12:21, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.4949, top5_acc: 0.7279, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.3900 2020-07-30 12:55:21,887 - mmaction - INFO - Epoch [161][880/940] lr: 1.206e-02, eta: 8:11:47, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5035, top5_acc: 0.7273, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.3564 2020-07-30 12:55:50,169 - mmaction - INFO - Epoch [161][900/940] lr: 1.206e-02, eta: 8:11:13, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.5025, top5_acc: 0.7248, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.3414 2020-07-30 12:56:18,501 - mmaction - INFO - Epoch [161][920/940] lr: 1.206e-02, eta: 8:10:39, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.4959, top5_acc: 0.7238, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.3819 2020-07-30 12:56:46,263 - mmaction - INFO - Epoch [161][940/940] lr: 1.206e-02, eta: 8:10:05, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5071, top5_acc: 0.7293, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.4217 2020-07-30 12:56:46,619 - mmaction - INFO - Saving checkpoint at 161 epochs 2020-07-30 12:59:09,339 - mmaction - INFO - Epoch [162][20/940] lr: 1.090e-02, eta: 8:09:57, time: 7.091, data_time: 0.365, memory: 5021, top1_acc: 0.4996, top5_acc: 0.7287, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.3833 2020-07-30 12:59:36,804 - mmaction - INFO - Epoch [162][40/940] lr: 1.090e-02, eta: 8:09:23, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.3750 2020-07-30 13:00:09,177 - mmaction - INFO - Epoch [162][60/940] lr: 1.090e-02, eta: 8:08:50, time: 1.617, data_time: 0.006, memory: 5021, top1_acc: 0.5072, top5_acc: 0.7307, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.4110 2020-07-30 13:00:36,733 - mmaction - INFO - Epoch [162][80/940] lr: 1.090e-02, eta: 8:08:16, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.4557 2020-07-30 13:01:04,563 - mmaction - INFO - Epoch [162][100/940] lr: 1.090e-02, eta: 8:07:42, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.5004, top5_acc: 0.7232, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.3559 2020-07-30 13:01:32,485 - mmaction - INFO - Epoch [162][120/940] lr: 1.090e-02, eta: 8:07:07, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5051, top5_acc: 0.7311, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.3899 2020-07-30 13:02:00,247 - mmaction - INFO - Epoch [162][140/940] lr: 1.090e-02, eta: 8:06:33, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.5047, top5_acc: 0.7355, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.4533 2020-07-30 13:02:28,242 - mmaction - INFO - Epoch [162][160/940] lr: 1.090e-02, eta: 8:05:59, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.4938, top5_acc: 0.7287, loss_cls: 2.2258, loss: 2.2258, grad_norm: 3.4638 2020-07-30 13:02:56,423 - mmaction - INFO - Epoch [162][180/940] lr: 1.090e-02, eta: 8:05:25, time: 1.408, data_time: 0.002, memory: 5021, top1_acc: 0.5062, top5_acc: 0.7293, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.3851 2020-07-30 13:03:24,860 - mmaction - INFO - Epoch [162][200/940] lr: 1.090e-02, eta: 8:04:51, time: 1.421, data_time: 0.006, memory: 5021, top1_acc: 0.5049, top5_acc: 0.7260, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.4051 2020-07-30 13:03:53,093 - mmaction - INFO - Epoch [162][220/940] lr: 1.090e-02, eta: 8:04:17, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5033, top5_acc: 0.7375, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.4172 2020-07-30 13:04:21,661 - mmaction - INFO - Epoch [162][240/940] lr: 1.090e-02, eta: 8:03:43, time: 1.426, data_time: 0.004, memory: 5021, top1_acc: 0.5088, top5_acc: 0.7346, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.3561 2020-07-30 13:04:49,897 - mmaction - INFO - Epoch [162][260/940] lr: 1.090e-02, eta: 8:03:09, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5025, top5_acc: 0.7336, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.4007 2020-07-30 13:05:18,881 - mmaction - INFO - Epoch [162][280/940] lr: 1.090e-02, eta: 8:02:35, time: 1.448, data_time: 0.005, memory: 5021, top1_acc: 0.5012, top5_acc: 0.7340, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.4161 2020-07-30 13:05:46,974 - mmaction - INFO - Epoch [162][300/940] lr: 1.090e-02, eta: 8:02:01, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5189, top5_acc: 0.7373, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.3585 2020-07-30 13:06:15,214 - mmaction - INFO - Epoch [162][320/940] lr: 1.090e-02, eta: 8:01:27, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5066, top5_acc: 0.7246, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.4019 2020-07-30 13:06:43,484 - mmaction - INFO - Epoch [162][340/940] lr: 1.090e-02, eta: 8:00:53, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5061, top5_acc: 0.7299, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.3798 2020-07-30 13:07:11,817 - mmaction - INFO - Epoch [162][360/940] lr: 1.090e-02, eta: 8:00:19, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.4951, top5_acc: 0.7209, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.4030 2020-07-30 13:07:40,007 - mmaction - INFO - Epoch [162][380/940] lr: 1.090e-02, eta: 7:59:45, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5160, top5_acc: 0.7365, loss_cls: 2.1340, loss: 2.1340, grad_norm: 3.3118 2020-07-30 13:08:08,643 - mmaction - INFO - Epoch [162][400/940] lr: 1.090e-02, eta: 7:59:11, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.5164, top5_acc: 0.7395, loss_cls: 2.1276, loss: 2.1276, grad_norm: 3.3700 2020-07-30 13:08:37,209 - mmaction - INFO - Epoch [162][420/940] lr: 1.090e-02, eta: 7:58:38, time: 1.428, data_time: 0.003, memory: 5021, top1_acc: 0.5051, top5_acc: 0.7320, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.3879 2020-07-30 13:09:05,981 - mmaction - INFO - Epoch [162][440/940] lr: 1.090e-02, eta: 7:58:04, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.5023, top5_acc: 0.7254, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.4259 2020-07-30 13:09:34,321 - mmaction - INFO - Epoch [162][460/940] lr: 1.090e-02, eta: 7:57:30, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5141, top5_acc: 0.7318, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.4504 2020-07-30 13:10:02,740 - mmaction - INFO - Epoch [162][480/940] lr: 1.090e-02, eta: 7:56:56, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.4971, top5_acc: 0.7258, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.3896 2020-07-30 13:10:31,071 - mmaction - INFO - Epoch [162][500/940] lr: 1.090e-02, eta: 7:56:22, time: 1.417, data_time: 0.003, memory: 5021, top1_acc: 0.5010, top5_acc: 0.7396, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.4267 2020-07-30 13:10:59,244 - mmaction - INFO - Epoch [162][520/940] lr: 1.090e-02, eta: 7:55:48, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5115, top5_acc: 0.7352, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.3657 2020-07-30 13:11:27,716 - mmaction - INFO - Epoch [162][540/940] lr: 1.090e-02, eta: 7:55:14, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.5043, top5_acc: 0.7232, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.4171 2020-07-30 13:11:55,950 - mmaction - INFO - Epoch [162][560/940] lr: 1.090e-02, eta: 7:54:40, time: 1.412, data_time: 0.002, memory: 5021, top1_acc: 0.5072, top5_acc: 0.7275, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.4391 2020-07-30 13:12:24,179 - mmaction - INFO - Epoch [162][580/940] lr: 1.090e-02, eta: 7:54:06, time: 1.410, data_time: 0.003, memory: 5021, top1_acc: 0.5068, top5_acc: 0.7301, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.3726 2020-07-30 13:12:52,567 - mmaction - INFO - Epoch [162][600/940] lr: 1.090e-02, eta: 7:53:32, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.5012, top5_acc: 0.7244, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.3627 2020-07-30 13:13:21,689 - mmaction - INFO - Epoch [162][620/940] lr: 1.090e-02, eta: 7:52:58, time: 1.457, data_time: 0.005, memory: 5021, top1_acc: 0.5131, top5_acc: 0.7369, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.3869 2020-07-30 13:13:50,434 - mmaction - INFO - Epoch [162][640/940] lr: 1.090e-02, eta: 7:52:24, time: 1.437, data_time: 0.002, memory: 5021, top1_acc: 0.5049, top5_acc: 0.7324, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.4475 2020-07-30 13:14:18,850 - mmaction - INFO - Epoch [162][660/940] lr: 1.090e-02, eta: 7:51:50, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.4912, top5_acc: 0.7193, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.4914 2020-07-30 13:14:47,783 - mmaction - INFO - Epoch [162][680/940] lr: 1.090e-02, eta: 7:51:17, time: 1.448, data_time: 0.005, memory: 5021, top1_acc: 0.4906, top5_acc: 0.7131, loss_cls: 2.2604, loss: 2.2604, grad_norm: 3.4537 2020-07-30 13:15:16,245 - mmaction - INFO - Epoch [162][700/940] lr: 1.090e-02, eta: 7:50:43, time: 1.420, data_time: 0.004, memory: 5021, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.3334 2020-07-30 13:15:45,137 - mmaction - INFO - Epoch [162][720/940] lr: 1.090e-02, eta: 7:50:09, time: 1.447, data_time: 0.006, memory: 5021, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.4317 2020-07-30 13:16:13,277 - mmaction - INFO - Epoch [162][740/940] lr: 1.090e-02, eta: 7:49:35, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.5088, top5_acc: 0.7275, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.4603 2020-07-30 13:16:41,666 - mmaction - INFO - Epoch [162][760/940] lr: 1.090e-02, eta: 7:49:01, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.5143, top5_acc: 0.7355, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.4330 2020-07-30 13:17:09,833 - mmaction - INFO - Epoch [162][780/940] lr: 1.090e-02, eta: 7:48:27, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4992, top5_acc: 0.7191, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.5205 2020-07-30 13:17:38,180 - mmaction - INFO - Epoch [162][800/940] lr: 1.090e-02, eta: 7:47:53, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5014, top5_acc: 0.7293, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.4240 2020-07-30 13:18:06,198 - mmaction - INFO - Epoch [162][820/940] lr: 1.090e-02, eta: 7:47:19, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5012, top5_acc: 0.7281, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.3923 2020-07-30 13:18:34,818 - mmaction - INFO - Epoch [162][840/940] lr: 1.090e-02, eta: 7:46:45, time: 1.433, data_time: 0.005, memory: 5021, top1_acc: 0.5061, top5_acc: 0.7314, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.4149 2020-07-30 13:19:03,040 - mmaction - INFO - Epoch [162][860/940] lr: 1.090e-02, eta: 7:46:11, time: 1.409, data_time: 0.004, memory: 5021, top1_acc: 0.5031, top5_acc: 0.7355, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.3993 2020-07-30 13:19:31,226 - mmaction - INFO - Epoch [162][880/940] lr: 1.090e-02, eta: 7:45:38, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5080, top5_acc: 0.7281, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.3858 2020-07-30 13:19:59,247 - mmaction - INFO - Epoch [162][900/940] lr: 1.090e-02, eta: 7:45:04, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.4969, top5_acc: 0.7217, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.3988 2020-07-30 13:20:28,383 - mmaction - INFO - Epoch [162][920/940] lr: 1.090e-02, eta: 7:44:30, time: 1.458, data_time: 0.005, memory: 5021, top1_acc: 0.5045, top5_acc: 0.7168, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.4201 2020-07-30 13:20:56,560 - mmaction - INFO - Epoch [162][940/940] lr: 1.090e-02, eta: 7:43:56, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1320, loss: 2.1320, grad_norm: 3.4448 2020-07-30 13:20:56,950 - mmaction - INFO - Saving checkpoint at 162 epochs 2020-07-30 13:27:27,948 - mmaction - INFO - Epoch [163][20/940] lr: 9.789e-03, eta: 7:44:40, time: 19.493, data_time: 0.507, memory: 5021, top1_acc: 0.5170, top5_acc: 0.7412, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.4299 2020-07-30 13:27:56,086 - mmaction - INFO - Epoch [163][40/940] lr: 9.789e-03, eta: 7:44:06, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.4996, top5_acc: 0.7320, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.4186 2020-07-30 13:28:24,078 - mmaction - INFO - Epoch [163][60/940] lr: 9.789e-03, eta: 7:43:32, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.4990, top5_acc: 0.7221, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.4388 2020-07-30 13:28:51,781 - mmaction - INFO - Epoch [163][80/940] lr: 9.789e-03, eta: 7:42:58, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.3900 2020-07-30 13:29:20,082 - mmaction - INFO - Epoch [163][100/940] lr: 9.789e-03, eta: 7:42:24, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5129, top5_acc: 0.7350, loss_cls: 2.1208, loss: 2.1208, grad_norm: 3.4414 2020-07-30 13:29:48,742 - mmaction - INFO - Epoch [163][120/940] lr: 9.789e-03, eta: 7:41:50, time: 1.434, data_time: 0.005, memory: 5021, top1_acc: 0.5029, top5_acc: 0.7285, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.5046 2020-07-30 13:30:17,396 - mmaction - INFO - Epoch [163][140/940] lr: 9.789e-03, eta: 7:41:16, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5137, top5_acc: 0.7365, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.4029 2020-07-30 13:30:45,634 - mmaction - INFO - Epoch [163][160/940] lr: 9.789e-03, eta: 7:40:42, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.5072, top5_acc: 0.7307, loss_cls: 2.1827, loss: 2.1827, grad_norm: 3.4492 2020-07-30 13:31:14,207 - mmaction - INFO - Epoch [163][180/940] lr: 9.789e-03, eta: 7:40:08, time: 1.426, data_time: 0.006, memory: 5021, top1_acc: 0.5066, top5_acc: 0.7340, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.4726 2020-07-30 13:31:43,071 - mmaction - INFO - Epoch [163][200/940] lr: 9.789e-03, eta: 7:39:34, time: 1.446, data_time: 0.007, memory: 5021, top1_acc: 0.5234, top5_acc: 0.7342, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.4189 2020-07-30 13:32:11,848 - mmaction - INFO - Epoch [163][220/940] lr: 9.789e-03, eta: 7:39:01, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.5088, top5_acc: 0.7342, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.4252 2020-07-30 13:32:40,376 - mmaction - INFO - Epoch [163][240/940] lr: 9.789e-03, eta: 7:38:27, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5033, top5_acc: 0.7309, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.4426 2020-07-30 13:33:09,064 - mmaction - INFO - Epoch [163][260/940] lr: 9.789e-03, eta: 7:37:53, time: 1.434, data_time: 0.002, memory: 5021, top1_acc: 0.5225, top5_acc: 0.7391, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.4542 2020-07-30 13:33:37,430 - mmaction - INFO - Epoch [163][280/940] lr: 9.789e-03, eta: 7:37:19, time: 1.419, data_time: 0.004, memory: 5021, top1_acc: 0.5086, top5_acc: 0.7248, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.4310 2020-07-30 13:34:05,931 - mmaction - INFO - Epoch [163][300/940] lr: 9.789e-03, eta: 7:36:45, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.4021 2020-07-30 13:34:34,196 - mmaction - INFO - Epoch [163][320/940] lr: 9.789e-03, eta: 7:36:11, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5033, top5_acc: 0.7230, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.4779 2020-07-30 13:35:02,908 - mmaction - INFO - Epoch [163][340/940] lr: 9.789e-03, eta: 7:35:37, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.4994, top5_acc: 0.7297, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.4237 2020-07-30 13:35:30,985 - mmaction - INFO - Epoch [163][360/940] lr: 9.789e-03, eta: 7:35:03, time: 1.404, data_time: 0.002, memory: 5021, top1_acc: 0.5225, top5_acc: 0.7385, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.3922 2020-07-30 13:35:59,927 - mmaction - INFO - Epoch [163][380/940] lr: 9.789e-03, eta: 7:34:29, time: 1.447, data_time: 0.002, memory: 5021, top1_acc: 0.5221, top5_acc: 0.7402, loss_cls: 2.0839, loss: 2.0839, grad_norm: 3.4478 2020-07-30 13:36:28,463 - mmaction - INFO - Epoch [163][400/940] lr: 9.789e-03, eta: 7:33:55, time: 1.425, data_time: 0.005, memory: 5021, top1_acc: 0.5154, top5_acc: 0.7316, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.4833 2020-07-30 13:36:56,798 - mmaction - INFO - Epoch [163][420/940] lr: 9.789e-03, eta: 7:33:21, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5111, top5_acc: 0.7348, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.4742 2020-07-30 13:37:25,361 - mmaction - INFO - Epoch [163][440/940] lr: 9.789e-03, eta: 7:32:47, time: 1.430, data_time: 0.005, memory: 5021, top1_acc: 0.4996, top5_acc: 0.7244, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.4596 2020-07-30 13:37:54,222 - mmaction - INFO - Epoch [163][460/940] lr: 9.789e-03, eta: 7:32:13, time: 1.441, data_time: 0.005, memory: 5021, top1_acc: 0.5139, top5_acc: 0.7350, loss_cls: 2.1552, loss: 2.1552, grad_norm: 3.5396 2020-07-30 13:38:22,792 - mmaction - INFO - Epoch [163][480/940] lr: 9.789e-03, eta: 7:31:40, time: 1.429, data_time: 0.006, memory: 5021, top1_acc: 0.5041, top5_acc: 0.7287, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.5363 2020-07-30 13:38:50,809 - mmaction - INFO - Epoch [163][500/940] lr: 9.789e-03, eta: 7:31:06, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5025, top5_acc: 0.7275, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.4349 2020-07-30 13:39:18,999 - mmaction - INFO - Epoch [163][520/940] lr: 9.789e-03, eta: 7:30:32, time: 1.408, data_time: 0.004, memory: 5021, top1_acc: 0.5162, top5_acc: 0.7391, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.4219 2020-07-30 13:39:47,408 - mmaction - INFO - Epoch [163][540/940] lr: 9.789e-03, eta: 7:29:58, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5180, top5_acc: 0.7260, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.4363 2020-07-30 13:40:16,082 - mmaction - INFO - Epoch [163][560/940] lr: 9.789e-03, eta: 7:29:24, time: 1.433, data_time: 0.005, memory: 5021, top1_acc: 0.5082, top5_acc: 0.7359, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.4778 2020-07-30 13:40:44,637 - mmaction - INFO - Epoch [163][580/940] lr: 9.789e-03, eta: 7:28:50, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5104, top5_acc: 0.7264, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.5381 2020-07-30 13:41:12,659 - mmaction - INFO - Epoch [163][600/940] lr: 9.789e-03, eta: 7:28:16, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.5121, top5_acc: 0.7293, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.4839 2020-07-30 13:41:41,266 - mmaction - INFO - Epoch [163][620/940] lr: 9.789e-03, eta: 7:27:42, time: 1.433, data_time: 0.006, memory: 5021, top1_acc: 0.5195, top5_acc: 0.7393, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.5100 2020-07-30 13:42:09,311 - mmaction - INFO - Epoch [163][640/940] lr: 9.789e-03, eta: 7:27:08, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.5182, top5_acc: 0.7467, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.4503 2020-07-30 13:42:37,694 - mmaction - INFO - Epoch [163][660/940] lr: 9.789e-03, eta: 7:26:34, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.4992, top5_acc: 0.7189, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.5014 2020-07-30 13:43:05,946 - mmaction - INFO - Epoch [163][680/940] lr: 9.789e-03, eta: 7:26:00, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.4736 2020-07-30 13:43:34,781 - mmaction - INFO - Epoch [163][700/940] lr: 9.789e-03, eta: 7:25:27, time: 1.443, data_time: 0.005, memory: 5021, top1_acc: 0.5223, top5_acc: 0.7418, loss_cls: 2.1020, loss: 2.1020, grad_norm: 3.4598 2020-07-30 13:44:03,740 - mmaction - INFO - Epoch [163][720/940] lr: 9.789e-03, eta: 7:24:53, time: 1.447, data_time: 0.006, memory: 5021, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.4897 2020-07-30 13:44:32,822 - mmaction - INFO - Epoch [163][740/940] lr: 9.789e-03, eta: 7:24:19, time: 1.453, data_time: 0.004, memory: 5021, top1_acc: 0.5188, top5_acc: 0.7396, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.4482 2020-07-30 13:45:00,911 - mmaction - INFO - Epoch [163][760/940] lr: 9.789e-03, eta: 7:23:45, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5131, top5_acc: 0.7359, loss_cls: 2.1530, loss: 2.1530, grad_norm: 3.4379 2020-07-30 13:45:29,736 - mmaction - INFO - Epoch [163][780/940] lr: 9.789e-03, eta: 7:23:11, time: 1.442, data_time: 0.004, memory: 5021, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.4456 2020-07-30 13:45:58,126 - mmaction - INFO - Epoch [163][800/940] lr: 9.789e-03, eta: 7:22:37, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5088, top5_acc: 0.7291, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.4648 2020-07-30 13:46:26,482 - mmaction - INFO - Epoch [163][820/940] lr: 9.789e-03, eta: 7:22:03, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5145, top5_acc: 0.7414, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.4587 2020-07-30 13:46:54,706 - mmaction - INFO - Epoch [163][840/940] lr: 9.789e-03, eta: 7:21:30, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.5029, top5_acc: 0.7342, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.5533 2020-07-30 13:47:23,233 - mmaction - INFO - Epoch [163][860/940] lr: 9.789e-03, eta: 7:20:56, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.5123, top5_acc: 0.7441, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.5058 2020-07-30 13:47:51,593 - mmaction - INFO - Epoch [163][880/940] lr: 9.789e-03, eta: 7:20:22, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.5109, top5_acc: 0.7324, loss_cls: 2.1408, loss: 2.1408, grad_norm: 3.4672 2020-07-30 13:48:20,176 - mmaction - INFO - Epoch [163][900/940] lr: 9.789e-03, eta: 7:19:48, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5164, top5_acc: 0.7309, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.4699 2020-07-30 13:48:48,639 - mmaction - INFO - Epoch [163][920/940] lr: 9.789e-03, eta: 7:19:14, time: 1.424, data_time: 0.006, memory: 5021, top1_acc: 0.5016, top5_acc: 0.7395, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.5012 2020-07-30 13:49:16,443 - mmaction - INFO - Epoch [163][940/940] lr: 9.789e-03, eta: 7:18:40, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.5187, top5_acc: 0.7350, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.4933 2020-07-30 13:49:16,780 - mmaction - INFO - Saving checkpoint at 163 epochs 2020-07-30 13:51:24,336 - mmaction - INFO - Epoch [164][20/940] lr: 8.739e-03, eta: 7:18:26, time: 6.333, data_time: 0.366, memory: 5021, top1_acc: 0.5146, top5_acc: 0.7297, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.5238 2020-07-30 13:51:52,581 - mmaction - INFO - Epoch [164][40/940] lr: 8.739e-03, eta: 7:17:52, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5189, top5_acc: 0.7389, loss_cls: 2.0972, loss: 2.0972, grad_norm: 3.4837 2020-07-30 13:52:20,930 - mmaction - INFO - Epoch [164][60/940] lr: 8.739e-03, eta: 7:17:18, time: 1.415, data_time: 0.004, memory: 5021, top1_acc: 0.5184, top5_acc: 0.7381, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.5169 2020-07-30 13:52:49,677 - mmaction - INFO - Epoch [164][80/940] lr: 8.739e-03, eta: 7:16:45, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.5195, top5_acc: 0.7400, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.4663 2020-07-30 13:53:18,153 - mmaction - INFO - Epoch [164][100/940] lr: 8.739e-03, eta: 7:16:11, time: 1.424, data_time: 0.005, memory: 5021, top1_acc: 0.5115, top5_acc: 0.7270, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.5021 2020-07-30 13:53:46,491 - mmaction - INFO - Epoch [164][120/940] lr: 8.739e-03, eta: 7:15:37, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.5043, top5_acc: 0.7348, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.5461 2020-07-30 13:54:14,610 - mmaction - INFO - Epoch [164][140/940] lr: 8.739e-03, eta: 7:15:03, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1068, loss: 2.1068, grad_norm: 3.4688 2020-07-30 13:54:43,489 - mmaction - INFO - Epoch [164][160/940] lr: 8.739e-03, eta: 7:14:29, time: 1.442, data_time: 0.005, memory: 5021, top1_acc: 0.5107, top5_acc: 0.7328, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.5069 2020-07-30 13:55:11,805 - mmaction - INFO - Epoch [164][180/940] lr: 8.739e-03, eta: 7:13:55, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5293, top5_acc: 0.7438, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.4280 2020-07-30 13:55:40,519 - mmaction - INFO - Epoch [164][200/940] lr: 8.739e-03, eta: 7:13:21, time: 1.435, data_time: 0.002, memory: 5021, top1_acc: 0.5176, top5_acc: 0.7277, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.4874 2020-07-30 13:56:09,400 - mmaction - INFO - Epoch [164][220/940] lr: 8.739e-03, eta: 7:12:48, time: 1.444, data_time: 0.005, memory: 5021, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1154, loss: 2.1154, grad_norm: 3.5302 2020-07-30 13:56:37,455 - mmaction - INFO - Epoch [164][240/940] lr: 8.739e-03, eta: 7:12:14, time: 1.403, data_time: 0.004, memory: 5021, top1_acc: 0.5119, top5_acc: 0.7262, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.5811 2020-07-30 13:57:06,046 - mmaction - INFO - Epoch [164][260/940] lr: 8.739e-03, eta: 7:11:40, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.5191, top5_acc: 0.7488, loss_cls: 2.1023, loss: 2.1023, grad_norm: 3.4865 2020-07-30 13:57:34,387 - mmaction - INFO - Epoch [164][280/940] lr: 8.739e-03, eta: 7:11:06, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.5131, top5_acc: 0.7424, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.4873 2020-07-30 13:58:03,068 - mmaction - INFO - Epoch [164][300/940] lr: 8.739e-03, eta: 7:10:32, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.5266 2020-07-30 13:58:31,669 - mmaction - INFO - Epoch [164][320/940] lr: 8.739e-03, eta: 7:09:58, time: 1.432, data_time: 0.006, memory: 5021, top1_acc: 0.5225, top5_acc: 0.7369, loss_cls: 2.1090, loss: 2.1090, grad_norm: 3.4877 2020-07-30 13:59:00,085 - mmaction - INFO - Epoch [164][340/940] lr: 8.739e-03, eta: 7:09:25, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5268, top5_acc: 0.7445, loss_cls: 2.0761, loss: 2.0761, grad_norm: 3.5074 2020-07-30 13:59:28,853 - mmaction - INFO - Epoch [164][360/940] lr: 8.739e-03, eta: 7:08:51, time: 1.440, data_time: 0.005, memory: 5021, top1_acc: 0.5156, top5_acc: 0.7400, loss_cls: 2.1237, loss: 2.1237, grad_norm: 3.4873 2020-07-30 13:59:57,495 - mmaction - INFO - Epoch [164][380/940] lr: 8.739e-03, eta: 7:08:17, time: 1.430, data_time: 0.004, memory: 5021, top1_acc: 0.5117, top5_acc: 0.7379, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.5772 2020-07-30 14:00:30,637 - mmaction - INFO - Epoch [164][400/940] lr: 8.739e-03, eta: 7:07:44, time: 1.650, data_time: 0.005, memory: 5021, top1_acc: 0.5240, top5_acc: 0.7410, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.5372 2020-07-30 14:00:58,914 - mmaction - INFO - Epoch [164][420/940] lr: 8.739e-03, eta: 7:07:10, time: 1.421, data_time: 0.023, memory: 5021, top1_acc: 0.5127, top5_acc: 0.7416, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.5789 2020-07-30 14:01:27,574 - mmaction - INFO - Epoch [164][440/940] lr: 8.739e-03, eta: 7:06:36, time: 1.435, data_time: 0.005, memory: 5021, top1_acc: 0.5020, top5_acc: 0.7254, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.6056 2020-07-30 14:01:56,067 - mmaction - INFO - Epoch [164][460/940] lr: 8.739e-03, eta: 7:06:03, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.5119, top5_acc: 0.7389, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.5912 2020-07-30 14:02:24,128 - mmaction - INFO - Epoch [164][480/940] lr: 8.739e-03, eta: 7:05:29, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5117, top5_acc: 0.7412, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.5359 2020-07-30 14:02:52,580 - mmaction - INFO - Epoch [164][500/940] lr: 8.739e-03, eta: 7:04:55, time: 1.420, data_time: 0.002, memory: 5021, top1_acc: 0.5129, top5_acc: 0.7457, loss_cls: 2.1110, loss: 2.1110, grad_norm: 3.5605 2020-07-30 14:03:21,613 - mmaction - INFO - Epoch [164][520/940] lr: 8.739e-03, eta: 7:04:21, time: 1.452, data_time: 0.006, memory: 5021, top1_acc: 0.5199, top5_acc: 0.7344, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.5391 2020-07-30 14:03:50,125 - mmaction - INFO - Epoch [164][540/940] lr: 8.739e-03, eta: 7:03:47, time: 1.425, data_time: 0.007, memory: 5021, top1_acc: 0.5113, top5_acc: 0.7373, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.5613 2020-07-30 14:04:18,279 - mmaction - INFO - Epoch [164][560/940] lr: 8.739e-03, eta: 7:03:14, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.5576 2020-07-30 14:04:47,066 - mmaction - INFO - Epoch [164][580/940] lr: 8.739e-03, eta: 7:02:40, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.5090, top5_acc: 0.7279, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.5974 2020-07-30 14:05:15,281 - mmaction - INFO - Epoch [164][600/940] lr: 8.739e-03, eta: 7:02:06, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.5309 2020-07-30 14:05:43,940 - mmaction - INFO - Epoch [164][620/940] lr: 8.739e-03, eta: 7:01:32, time: 1.434, data_time: 0.005, memory: 5021, top1_acc: 0.5135, top5_acc: 0.7318, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.5535 2020-07-30 14:06:12,438 - mmaction - INFO - Epoch [164][640/940] lr: 8.739e-03, eta: 7:00:58, time: 1.425, data_time: 0.002, memory: 5021, top1_acc: 0.5098, top5_acc: 0.7355, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.5167 2020-07-30 14:06:41,374 - mmaction - INFO - Epoch [164][660/940] lr: 8.739e-03, eta: 7:00:25, time: 1.445, data_time: 0.005, memory: 5021, top1_acc: 0.5172, top5_acc: 0.7373, loss_cls: 2.1393, loss: 2.1393, grad_norm: 3.5655 2020-07-30 14:07:09,876 - mmaction - INFO - Epoch [164][680/940] lr: 8.739e-03, eta: 6:59:51, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.5211, top5_acc: 0.7273, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.5243 2020-07-30 14:07:38,098 - mmaction - INFO - Epoch [164][700/940] lr: 8.739e-03, eta: 6:59:17, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.5113, top5_acc: 0.7375, loss_cls: 2.1280, loss: 2.1280, grad_norm: 3.4976 2020-07-30 14:08:06,922 - mmaction - INFO - Epoch [164][720/940] lr: 8.739e-03, eta: 6:58:43, time: 1.441, data_time: 0.002, memory: 5021, top1_acc: 0.5195, top5_acc: 0.7457, loss_cls: 2.1167, loss: 2.1167, grad_norm: 3.5274 2020-07-30 14:08:35,038 - mmaction - INFO - Epoch [164][740/940] lr: 8.739e-03, eta: 6:58:10, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.5325 2020-07-30 14:09:03,259 - mmaction - INFO - Epoch [164][760/940] lr: 8.739e-03, eta: 6:57:36, time: 1.413, data_time: 0.005, memory: 5021, top1_acc: 0.5100, top5_acc: 0.7336, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.5346 2020-07-30 14:09:31,990 - mmaction - INFO - Epoch [164][780/940] lr: 8.739e-03, eta: 6:57:02, time: 1.435, data_time: 0.006, memory: 5021, top1_acc: 0.5203, top5_acc: 0.7502, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.4556 2020-07-30 14:10:00,610 - mmaction - INFO - Epoch [164][800/940] lr: 8.739e-03, eta: 6:56:28, time: 1.430, data_time: 0.005, memory: 5021, top1_acc: 0.5045, top5_acc: 0.7299, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.5736 2020-07-30 14:10:28,854 - mmaction - INFO - Epoch [164][820/940] lr: 8.739e-03, eta: 6:55:54, time: 1.414, data_time: 0.006, memory: 5021, top1_acc: 0.5104, top5_acc: 0.7361, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.5425 2020-07-30 14:10:57,285 - mmaction - INFO - Epoch [164][840/940] lr: 8.739e-03, eta: 6:55:21, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5260, top5_acc: 0.7461, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.4318 2020-07-30 14:11:25,615 - mmaction - INFO - Epoch [164][860/940] lr: 8.739e-03, eta: 6:54:47, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5160, top5_acc: 0.7355, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.5302 2020-07-30 14:11:55,038 - mmaction - INFO - Epoch [164][880/940] lr: 8.739e-03, eta: 6:54:13, time: 1.471, data_time: 0.005, memory: 5021, top1_acc: 0.5107, top5_acc: 0.7205, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.5605 2020-07-30 14:12:23,117 - mmaction - INFO - Epoch [164][900/940] lr: 8.739e-03, eta: 6:53:39, time: 1.402, data_time: 0.002, memory: 5021, top1_acc: 0.4949, top5_acc: 0.7309, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.5548 2020-07-30 14:12:51,084 - mmaction - INFO - Epoch [164][920/940] lr: 8.739e-03, eta: 6:53:06, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5209, top5_acc: 0.7441, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.5095 2020-07-30 14:13:18,605 - mmaction - INFO - Epoch [164][940/940] lr: 8.739e-03, eta: 6:52:32, time: 1.375, data_time: 0.005, memory: 5021, top1_acc: 0.5124, top5_acc: 0.7364, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.5520 2020-07-30 14:13:18,988 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-07-30 14:17:47,032 - mmaction - INFO - Epoch [165][20/940] lr: 7.748e-03, eta: 6:52:43, time: 13.341, data_time: 0.496, memory: 5021, top1_acc: 0.5254, top5_acc: 0.7404, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.4685 2020-07-30 14:18:14,912 - mmaction - INFO - Epoch [165][40/940] lr: 7.748e-03, eta: 6:52:09, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5203, top5_acc: 0.7471, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.4962 2020-07-30 14:18:42,602 - mmaction - INFO - Epoch [165][60/940] lr: 7.748e-03, eta: 6:51:35, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.5207, top5_acc: 0.7420, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.5452 2020-07-30 14:19:10,635 - mmaction - INFO - Epoch [165][80/940] lr: 7.748e-03, eta: 6:51:01, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5230, top5_acc: 0.7367, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.5012 2020-07-30 14:19:38,852 - mmaction - INFO - Epoch [165][100/940] lr: 7.748e-03, eta: 6:50:27, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.5221, top5_acc: 0.7410, loss_cls: 2.0883, loss: 2.0883, grad_norm: 3.5438 2020-07-30 14:20:07,284 - mmaction - INFO - Epoch [165][120/940] lr: 7.748e-03, eta: 6:49:53, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5182, top5_acc: 0.7475, loss_cls: 2.0735, loss: 2.0735, grad_norm: 3.5109 2020-07-30 14:20:35,520 - mmaction - INFO - Epoch [165][140/940] lr: 7.748e-03, eta: 6:49:19, time: 1.410, data_time: 0.002, memory: 5021, top1_acc: 0.5152, top5_acc: 0.7430, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.5734 2020-07-30 14:21:04,340 - mmaction - INFO - Epoch [165][160/940] lr: 7.748e-03, eta: 6:48:46, time: 1.443, data_time: 0.005, memory: 5021, top1_acc: 0.5295, top5_acc: 0.7486, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.5677 2020-07-30 14:21:32,756 - mmaction - INFO - Epoch [165][180/940] lr: 7.748e-03, eta: 6:48:12, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5332, top5_acc: 0.7451, loss_cls: 2.0647, loss: 2.0647, grad_norm: 3.5170 2020-07-30 14:22:01,065 - mmaction - INFO - Epoch [165][200/940] lr: 7.748e-03, eta: 6:47:38, time: 1.416, data_time: 0.003, memory: 5021, top1_acc: 0.5311, top5_acc: 0.7523, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.5876 2020-07-30 14:22:29,296 - mmaction - INFO - Epoch [165][220/940] lr: 7.748e-03, eta: 6:47:04, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5232, top5_acc: 0.7420, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.5090 2020-07-30 14:22:58,559 - mmaction - INFO - Epoch [165][240/940] lr: 7.748e-03, eta: 6:46:31, time: 1.465, data_time: 0.005, memory: 5021, top1_acc: 0.5148, top5_acc: 0.7393, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.6632 2020-07-30 14:23:27,273 - mmaction - INFO - Epoch [165][260/940] lr: 7.748e-03, eta: 6:45:57, time: 1.435, data_time: 0.005, memory: 5021, top1_acc: 0.5309, top5_acc: 0.7525, loss_cls: 2.0526, loss: 2.0526, grad_norm: 3.5660 2020-07-30 14:23:55,557 - mmaction - INFO - Epoch [165][280/940] lr: 7.748e-03, eta: 6:45:23, time: 1.415, data_time: 0.004, memory: 5021, top1_acc: 0.5258, top5_acc: 0.7443, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.5616 2020-07-30 14:24:24,173 - mmaction - INFO - Epoch [165][300/940] lr: 7.748e-03, eta: 6:44:49, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5076, top5_acc: 0.7359, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.6395 2020-07-30 14:24:52,340 - mmaction - INFO - Epoch [165][320/940] lr: 7.748e-03, eta: 6:44:15, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5189, top5_acc: 0.7402, loss_cls: 2.1171, loss: 2.1171, grad_norm: 3.5543 2020-07-30 14:25:21,097 - mmaction - INFO - Epoch [165][340/940] lr: 7.748e-03, eta: 6:43:42, time: 1.438, data_time: 0.004, memory: 5021, top1_acc: 0.5316, top5_acc: 0.7480, loss_cls: 2.0673, loss: 2.0673, grad_norm: 3.5440 2020-07-30 14:25:49,662 - mmaction - INFO - Epoch [165][360/940] lr: 7.748e-03, eta: 6:43:08, time: 1.429, data_time: 0.004, memory: 5021, top1_acc: 0.5184, top5_acc: 0.7414, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.6311 2020-07-30 14:26:18,229 - mmaction - INFO - Epoch [165][380/940] lr: 7.748e-03, eta: 6:42:34, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.5162, top5_acc: 0.7426, loss_cls: 2.1138, loss: 2.1138, grad_norm: 3.6109 2020-07-30 14:26:46,929 - mmaction - INFO - Epoch [165][400/940] lr: 7.748e-03, eta: 6:42:00, time: 1.437, data_time: 0.005, memory: 5021, top1_acc: 0.5049, top5_acc: 0.7391, loss_cls: 2.1184, loss: 2.1184, grad_norm: 3.5957 2020-07-30 14:27:15,255 - mmaction - INFO - Epoch [165][420/940] lr: 7.748e-03, eta: 6:41:27, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5193, top5_acc: 0.7377, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.6228 2020-07-30 14:27:43,882 - mmaction - INFO - Epoch [165][440/940] lr: 7.748e-03, eta: 6:40:53, time: 1.433, data_time: 0.006, memory: 5021, top1_acc: 0.5148, top5_acc: 0.7318, loss_cls: 2.1339, loss: 2.1339, grad_norm: 3.6159 2020-07-30 14:28:12,105 - mmaction - INFO - Epoch [165][460/940] lr: 7.748e-03, eta: 6:40:19, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5080, top5_acc: 0.7398, loss_cls: 2.1201, loss: 2.1201, grad_norm: 3.6213 2020-07-30 14:28:40,782 - mmaction - INFO - Epoch [165][480/940] lr: 7.748e-03, eta: 6:39:45, time: 1.434, data_time: 0.002, memory: 5021, top1_acc: 0.5213, top5_acc: 0.7389, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.5946 2020-07-30 14:29:08,719 - mmaction - INFO - Epoch [165][500/940] lr: 7.748e-03, eta: 6:39:12, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.5295, top5_acc: 0.7436, loss_cls: 2.0864, loss: 2.0864, grad_norm: 3.5494 2020-07-30 14:29:36,800 - mmaction - INFO - Epoch [165][520/940] lr: 7.748e-03, eta: 6:38:38, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5150, top5_acc: 0.7359, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.5739 2020-07-30 14:30:05,300 - mmaction - INFO - Epoch [165][540/940] lr: 7.748e-03, eta: 6:38:04, time: 1.425, data_time: 0.005, memory: 5021, top1_acc: 0.5143, top5_acc: 0.7314, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.5834 2020-07-30 14:30:34,599 - mmaction - INFO - Epoch [165][560/940] lr: 7.748e-03, eta: 6:37:30, time: 1.465, data_time: 0.002, memory: 5021, top1_acc: 0.5293, top5_acc: 0.7549, loss_cls: 2.0320, loss: 2.0320, grad_norm: 3.5440 2020-07-30 14:31:02,738 - mmaction - INFO - Epoch [165][580/940] lr: 7.748e-03, eta: 6:36:57, time: 1.407, data_time: 0.002, memory: 5021, top1_acc: 0.5184, top5_acc: 0.7486, loss_cls: 2.0748, loss: 2.0748, grad_norm: 3.5815 2020-07-30 14:31:30,828 - mmaction - INFO - Epoch [165][600/940] lr: 7.748e-03, eta: 6:36:23, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.5209, top5_acc: 0.7416, loss_cls: 2.1064, loss: 2.1064, grad_norm: 3.5749 2020-07-30 14:31:59,846 - mmaction - INFO - Epoch [165][620/940] lr: 7.748e-03, eta: 6:35:49, time: 1.451, data_time: 0.005, memory: 5021, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1091, loss: 2.1091, grad_norm: 3.6421 2020-07-30 14:32:28,142 - mmaction - INFO - Epoch [165][640/940] lr: 7.748e-03, eta: 6:35:15, time: 1.416, data_time: 0.004, memory: 5021, top1_acc: 0.5314, top5_acc: 0.7416, loss_cls: 2.0830, loss: 2.0830, grad_norm: 3.5530 2020-07-30 14:32:56,849 - mmaction - INFO - Epoch [165][660/940] lr: 7.748e-03, eta: 6:34:42, time: 1.435, data_time: 0.003, memory: 5021, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.0918, loss: 2.0918, grad_norm: 3.6147 2020-07-30 14:33:25,612 - mmaction - INFO - Epoch [165][680/940] lr: 7.748e-03, eta: 6:34:08, time: 1.436, data_time: 0.005, memory: 5021, top1_acc: 0.5129, top5_acc: 0.7328, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.5760 2020-07-30 14:33:53,465 - mmaction - INFO - Epoch [165][700/940] lr: 7.748e-03, eta: 6:33:34, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5227, top5_acc: 0.7490, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.6119 2020-07-30 14:34:22,668 - mmaction - INFO - Epoch [165][720/940] lr: 7.748e-03, eta: 6:33:00, time: 1.457, data_time: 0.006, memory: 5021, top1_acc: 0.5158, top5_acc: 0.7303, loss_cls: 2.1520, loss: 2.1520, grad_norm: 3.6187 2020-07-30 14:34:51,296 - mmaction - INFO - Epoch [165][740/940] lr: 7.748e-03, eta: 6:32:27, time: 1.435, data_time: 0.007, memory: 5021, top1_acc: 0.5168, top5_acc: 0.7434, loss_cls: 2.1114, loss: 2.1114, grad_norm: 3.6505 2020-07-30 14:35:19,760 - mmaction - INFO - Epoch [165][760/940] lr: 7.748e-03, eta: 6:31:53, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5230, top5_acc: 0.7379, loss_cls: 2.1062, loss: 2.1062, grad_norm: 3.6163 2020-07-30 14:35:48,568 - mmaction - INFO - Epoch [165][780/940] lr: 7.748e-03, eta: 6:31:19, time: 1.440, data_time: 0.005, memory: 5021, top1_acc: 0.5393, top5_acc: 0.7451, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.5325 2020-07-30 14:36:16,859 - mmaction - INFO - Epoch [165][800/940] lr: 7.748e-03, eta: 6:30:46, time: 1.417, data_time: 0.007, memory: 5021, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.6851 2020-07-30 14:36:45,160 - mmaction - INFO - Epoch [165][820/940] lr: 7.748e-03, eta: 6:30:12, time: 1.415, data_time: 0.002, memory: 5021, top1_acc: 0.5320, top5_acc: 0.7502, loss_cls: 2.0563, loss: 2.0563, grad_norm: 3.5465 2020-07-30 14:37:13,304 - mmaction - INFO - Epoch [165][840/940] lr: 7.748e-03, eta: 6:29:38, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.5178, top5_acc: 0.7379, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.6306 2020-07-30 14:37:41,672 - mmaction - INFO - Epoch [165][860/940] lr: 7.748e-03, eta: 6:29:04, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5215, top5_acc: 0.7496, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.6073 2020-07-30 14:38:10,296 - mmaction - INFO - Epoch [165][880/940] lr: 7.748e-03, eta: 6:28:31, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5213, top5_acc: 0.7381, loss_cls: 2.1266, loss: 2.1266, grad_norm: 3.6091 2020-07-30 14:38:39,022 - mmaction - INFO - Epoch [165][900/940] lr: 7.748e-03, eta: 6:27:57, time: 1.437, data_time: 0.002, memory: 5021, top1_acc: 0.5295, top5_acc: 0.7576, loss_cls: 2.0487, loss: 2.0487, grad_norm: 3.5962 2020-07-30 14:39:07,929 - mmaction - INFO - Epoch [165][920/940] lr: 7.748e-03, eta: 6:27:23, time: 1.443, data_time: 0.005, memory: 5021, top1_acc: 0.5225, top5_acc: 0.7383, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.6295 2020-07-30 14:39:34,972 - mmaction - INFO - Epoch [165][940/940] lr: 7.748e-03, eta: 6:26:50, time: 1.354, data_time: 0.006, memory: 5021, top1_acc: 0.5225, top5_acc: 0.7470, loss_cls: 2.1026, loss: 2.1026, grad_norm: 3.6246 2020-07-30 14:39:35,233 - mmaction - INFO - Saving checkpoint at 165 epochs 2020-07-30 14:44:53,451 - mmaction - INFO - Epoch [166][20/940] lr: 6.815e-03, eta: 6:27:06, time: 15.860, data_time: 0.343, memory: 5021, top1_acc: 0.5348, top5_acc: 0.7551, loss_cls: 2.0475, loss: 2.0475, grad_norm: 3.6126 2020-07-30 14:45:20,996 - mmaction - INFO - Epoch [166][40/940] lr: 6.815e-03, eta: 6:26:32, time: 1.379, data_time: 0.006, memory: 5021, top1_acc: 0.5355, top5_acc: 0.7562, loss_cls: 2.0152, loss: 2.0152, grad_norm: 3.5225 2020-07-30 14:45:48,655 - mmaction - INFO - Epoch [166][60/940] lr: 6.815e-03, eta: 6:25:58, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5377, top5_acc: 0.7562, loss_cls: 2.0317, loss: 2.0317, grad_norm: 3.5462 2020-07-30 14:46:16,370 - mmaction - INFO - Epoch [166][80/940] lr: 6.815e-03, eta: 6:25:24, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.5176, top5_acc: 0.7350, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.6727 2020-07-30 14:46:44,354 - mmaction - INFO - Epoch [166][100/940] lr: 6.815e-03, eta: 6:24:50, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5258, top5_acc: 0.7426, loss_cls: 2.1067, loss: 2.1067, grad_norm: 3.6530 2020-07-30 14:47:12,500 - mmaction - INFO - Epoch [166][120/940] lr: 6.815e-03, eta: 6:24:17, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5252, top5_acc: 0.7420, loss_cls: 2.0966, loss: 2.0966, grad_norm: 3.6896 2020-07-30 14:47:40,459 - mmaction - INFO - Epoch [166][140/940] lr: 6.815e-03, eta: 6:23:43, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.5385, top5_acc: 0.7482, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.6175 2020-07-30 14:48:08,370 - mmaction - INFO - Epoch [166][160/940] lr: 6.815e-03, eta: 6:23:09, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.5279, top5_acc: 0.7414, loss_cls: 2.0963, loss: 2.0963, grad_norm: 3.6733 2020-07-30 14:48:37,054 - mmaction - INFO - Epoch [166][180/940] lr: 6.815e-03, eta: 6:22:35, time: 1.434, data_time: 0.004, memory: 5021, top1_acc: 0.5273, top5_acc: 0.7447, loss_cls: 2.0695, loss: 2.0695, grad_norm: 3.5836 2020-07-30 14:49:05,883 - mmaction - INFO - Epoch [166][200/940] lr: 6.815e-03, eta: 6:22:02, time: 1.441, data_time: 0.005, memory: 5021, top1_acc: 0.5254, top5_acc: 0.7305, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.6001 2020-07-30 14:49:34,178 - mmaction - INFO - Epoch [166][220/940] lr: 6.815e-03, eta: 6:21:28, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5299, top5_acc: 0.7457, loss_cls: 2.0582, loss: 2.0582, grad_norm: 3.6505 2020-07-30 14:50:02,260 - mmaction - INFO - Epoch [166][240/940] lr: 6.815e-03, eta: 6:20:54, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5400, top5_acc: 0.7520, loss_cls: 2.0282, loss: 2.0282, grad_norm: 3.5847 2020-07-30 14:50:30,381 - mmaction - INFO - Epoch [166][260/940] lr: 6.815e-03, eta: 6:20:20, time: 1.408, data_time: 0.004, memory: 5021, top1_acc: 0.5311, top5_acc: 0.7434, loss_cls: 2.0739, loss: 2.0739, grad_norm: 3.6008 2020-07-30 14:50:59,160 - mmaction - INFO - Epoch [166][280/940] lr: 6.815e-03, eta: 6:19:46, time: 1.438, data_time: 0.005, memory: 5021, top1_acc: 0.5242, top5_acc: 0.7396, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.6390 2020-07-30 14:51:27,533 - mmaction - INFO - Epoch [166][300/940] lr: 6.815e-03, eta: 6:19:13, time: 1.420, data_time: 0.004, memory: 5021, top1_acc: 0.5270, top5_acc: 0.7408, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.6610 2020-07-30 14:51:55,966 - mmaction - INFO - Epoch [166][320/940] lr: 6.815e-03, eta: 6:18:39, time: 1.419, data_time: 0.004, memory: 5021, top1_acc: 0.5162, top5_acc: 0.7424, loss_cls: 2.1099, loss: 2.1099, grad_norm: 3.6827 2020-07-30 14:52:24,868 - mmaction - INFO - Epoch [166][340/940] lr: 6.815e-03, eta: 6:18:05, time: 1.447, data_time: 0.006, memory: 5021, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1007, loss: 2.1007, grad_norm: 3.6408 2020-07-30 14:52:53,242 - mmaction - INFO - Epoch [166][360/940] lr: 6.815e-03, eta: 6:17:31, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.5283, top5_acc: 0.7482, loss_cls: 2.0562, loss: 2.0562, grad_norm: 3.6385 2020-07-30 14:53:21,207 - mmaction - INFO - Epoch [166][380/940] lr: 6.815e-03, eta: 6:16:58, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.5230, top5_acc: 0.7438, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.6982 2020-07-30 14:53:49,570 - mmaction - INFO - Epoch [166][400/940] lr: 6.815e-03, eta: 6:16:24, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5336, top5_acc: 0.7529, loss_cls: 2.0509, loss: 2.0509, grad_norm: 3.6222 2020-07-30 14:54:17,545 - mmaction - INFO - Epoch [166][420/940] lr: 6.815e-03, eta: 6:15:50, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5348, top5_acc: 0.7477, loss_cls: 2.0573, loss: 2.0573, grad_norm: 3.5111 2020-07-30 14:54:46,418 - mmaction - INFO - Epoch [166][440/940] lr: 6.815e-03, eta: 6:15:16, time: 1.442, data_time: 0.004, memory: 5021, top1_acc: 0.5311, top5_acc: 0.7498, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.5991 2020-07-30 14:55:14,943 - mmaction - INFO - Epoch [166][460/940] lr: 6.815e-03, eta: 6:14:43, time: 1.426, data_time: 0.005, memory: 5021, top1_acc: 0.5174, top5_acc: 0.7383, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.6855 2020-07-30 14:55:43,114 - mmaction - INFO - Epoch [166][480/940] lr: 6.815e-03, eta: 6:14:09, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5268, top5_acc: 0.7414, loss_cls: 2.0989, loss: 2.0989, grad_norm: 3.6318 2020-07-30 14:56:11,188 - mmaction - INFO - Epoch [166][500/940] lr: 6.815e-03, eta: 6:13:35, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.5268, top5_acc: 0.7443, loss_cls: 2.0793, loss: 2.0793, grad_norm: 3.6841 2020-07-30 14:56:39,435 - mmaction - INFO - Epoch [166][520/940] lr: 6.815e-03, eta: 6:13:01, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5260, top5_acc: 0.7418, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.6568 2020-07-30 14:57:07,099 - mmaction - INFO - Epoch [166][540/940] lr: 6.815e-03, eta: 6:12:28, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5256, top5_acc: 0.7482, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.6423 2020-07-30 14:57:35,285 - mmaction - INFO - Epoch [166][560/940] lr: 6.815e-03, eta: 6:11:54, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.5217, top5_acc: 0.7426, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.7278 2020-07-30 14:58:03,183 - mmaction - INFO - Epoch [166][580/940] lr: 6.815e-03, eta: 6:11:20, time: 1.394, data_time: 0.004, memory: 5021, top1_acc: 0.5227, top5_acc: 0.7387, loss_cls: 2.0878, loss: 2.0878, grad_norm: 3.6673 2020-07-30 14:58:31,622 - mmaction - INFO - Epoch [166][600/940] lr: 6.815e-03, eta: 6:10:46, time: 1.423, data_time: 0.004, memory: 5021, top1_acc: 0.5211, top5_acc: 0.7371, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.6845 2020-07-30 14:59:00,079 - mmaction - INFO - Epoch [166][620/940] lr: 6.815e-03, eta: 6:10:13, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.5205, top5_acc: 0.7404, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.6306 2020-07-30 14:59:28,055 - mmaction - INFO - Epoch [166][640/940] lr: 6.815e-03, eta: 6:09:39, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.5367, top5_acc: 0.7445, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.6084 2020-07-30 14:59:56,687 - mmaction - INFO - Epoch [166][660/940] lr: 6.815e-03, eta: 6:09:05, time: 1.430, data_time: 0.005, memory: 5021, top1_acc: 0.5184, top5_acc: 0.7287, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.7060 2020-07-30 15:00:30,924 - mmaction - INFO - Epoch [166][680/940] lr: 6.815e-03, eta: 6:08:32, time: 1.704, data_time: 0.011, memory: 5021, top1_acc: 0.5229, top5_acc: 0.7521, loss_cls: 2.0844, loss: 2.0844, grad_norm: 3.6833 2020-07-30 15:00:59,039 - mmaction - INFO - Epoch [166][700/940] lr: 6.815e-03, eta: 6:07:59, time: 1.413, data_time: 0.022, memory: 5021, top1_acc: 0.5475, top5_acc: 0.7527, loss_cls: 2.0174, loss: 2.0174, grad_norm: 3.5213 2020-07-30 15:01:27,363 - mmaction - INFO - Epoch [166][720/940] lr: 6.815e-03, eta: 6:07:25, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5074, top5_acc: 0.7328, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.7840 2020-07-30 15:01:55,466 - mmaction - INFO - Epoch [166][740/940] lr: 6.815e-03, eta: 6:06:51, time: 1.405, data_time: 0.002, memory: 5021, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0353, loss: 2.0353, grad_norm: 3.6392 2020-07-30 15:02:23,502 - mmaction - INFO - Epoch [166][760/940] lr: 6.815e-03, eta: 6:06:17, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5279, top5_acc: 0.7484, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.6156 2020-07-30 15:02:52,376 - mmaction - INFO - Epoch [166][780/940] lr: 6.815e-03, eta: 6:05:44, time: 1.444, data_time: 0.006, memory: 5021, top1_acc: 0.5211, top5_acc: 0.7564, loss_cls: 2.0686, loss: 2.0686, grad_norm: 3.6677 2020-07-30 15:03:20,782 - mmaction - INFO - Epoch [166][800/940] lr: 6.815e-03, eta: 6:05:10, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5188, top5_acc: 0.7473, loss_cls: 2.0966, loss: 2.0966, grad_norm: 3.7100 2020-07-30 15:03:48,911 - mmaction - INFO - Epoch [166][820/940] lr: 6.815e-03, eta: 6:04:36, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5201, top5_acc: 0.7527, loss_cls: 2.0492, loss: 2.0492, grad_norm: 3.5643 2020-07-30 15:04:18,857 - mmaction - INFO - Epoch [166][840/940] lr: 6.815e-03, eta: 6:04:03, time: 1.498, data_time: 0.005, memory: 5021, top1_acc: 0.5305, top5_acc: 0.7490, loss_cls: 2.0815, loss: 2.0815, grad_norm: 3.6592 2020-07-30 15:04:46,663 - mmaction - INFO - Epoch [166][860/940] lr: 6.815e-03, eta: 6:03:29, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5170, top5_acc: 0.7346, loss_cls: 2.1504, loss: 2.1504, grad_norm: 3.7434 2020-07-30 15:05:15,206 - mmaction - INFO - Epoch [166][880/940] lr: 6.815e-03, eta: 6:02:56, time: 1.426, data_time: 0.006, memory: 5021, top1_acc: 0.5352, top5_acc: 0.7484, loss_cls: 2.0599, loss: 2.0599, grad_norm: 3.6402 2020-07-30 15:05:43,099 - mmaction - INFO - Epoch [166][900/940] lr: 6.815e-03, eta: 6:02:22, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.5244, top5_acc: 0.7490, loss_cls: 2.0828, loss: 2.0828, grad_norm: 3.7416 2020-07-30 15:06:12,060 - mmaction - INFO - Epoch [166][920/940] lr: 6.815e-03, eta: 6:01:48, time: 1.446, data_time: 0.005, memory: 5021, top1_acc: 0.5180, top5_acc: 0.7432, loss_cls: 2.0997, loss: 2.0997, grad_norm: 3.7317 2020-07-30 15:06:39,616 - mmaction - INFO - Epoch [166][940/940] lr: 6.815e-03, eta: 6:01:14, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5152, top5_acc: 0.7407, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.6700 2020-07-30 15:06:40,045 - mmaction - INFO - Saving checkpoint at 166 epochs 2020-07-30 15:10:18,055 - mmaction - INFO - Epoch [167][20/940] lr: 5.941e-03, eta: 6:01:11, time: 10.831, data_time: 0.506, memory: 5021, top1_acc: 0.5301, top5_acc: 0.7514, loss_cls: 2.0720, loss: 2.0720, grad_norm: 3.7173 2020-07-30 15:10:45,968 - mmaction - INFO - Epoch [167][40/940] lr: 5.941e-03, eta: 6:00:37, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5303, top5_acc: 0.7543, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.6180 2020-07-30 15:11:13,919 - mmaction - INFO - Epoch [167][60/940] lr: 5.941e-03, eta: 6:00:03, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5240, top5_acc: 0.7451, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.6135 2020-07-30 15:11:41,730 - mmaction - INFO - Epoch [167][80/940] lr: 5.941e-03, eta: 5:59:30, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.5201, top5_acc: 0.7438, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.7210 2020-07-30 15:12:09,476 - mmaction - INFO - Epoch [167][100/940] lr: 5.941e-03, eta: 5:58:56, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.5408, top5_acc: 0.7598, loss_cls: 1.9949, loss: 1.9949, grad_norm: 3.6687 2020-07-30 15:12:37,539 - mmaction - INFO - Epoch [167][120/940] lr: 5.941e-03, eta: 5:58:22, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5307, top5_acc: 0.7471, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.6327 2020-07-30 15:13:05,630 - mmaction - INFO - Epoch [167][140/940] lr: 5.941e-03, eta: 5:57:48, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5209, top5_acc: 0.7371, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.7253 2020-07-30 15:13:34,184 - mmaction - INFO - Epoch [167][160/940] lr: 5.941e-03, eta: 5:57:15, time: 1.426, data_time: 0.002, memory: 5021, top1_acc: 0.5355, top5_acc: 0.7506, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.6219 2020-07-30 15:14:02,103 - mmaction - INFO - Epoch [167][180/940] lr: 5.941e-03, eta: 5:56:41, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5305, top5_acc: 0.7512, loss_cls: 2.0430, loss: 2.0430, grad_norm: 3.6854 2020-07-30 15:14:30,230 - mmaction - INFO - Epoch [167][200/940] lr: 5.941e-03, eta: 5:56:07, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5262, top5_acc: 0.7404, loss_cls: 2.0972, loss: 2.0972, grad_norm: 3.7086 2020-07-30 15:14:58,342 - mmaction - INFO - Epoch [167][220/940] lr: 5.941e-03, eta: 5:55:33, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.5346, top5_acc: 0.7496, loss_cls: 2.0381, loss: 2.0381, grad_norm: 3.6056 2020-07-30 15:15:26,769 - mmaction - INFO - Epoch [167][240/940] lr: 5.941e-03, eta: 5:55:00, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5428, top5_acc: 0.7512, loss_cls: 2.0247, loss: 2.0247, grad_norm: 3.6543 2020-07-30 15:15:55,628 - mmaction - INFO - Epoch [167][260/940] lr: 5.941e-03, eta: 5:54:26, time: 1.445, data_time: 0.006, memory: 5021, top1_acc: 0.5312, top5_acc: 0.7434, loss_cls: 2.0357, loss: 2.0357, grad_norm: 3.6466 2020-07-30 15:16:24,096 - mmaction - INFO - Epoch [167][280/940] lr: 5.941e-03, eta: 5:53:52, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5260, top5_acc: 0.7445, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.7282 2020-07-30 15:16:52,272 - mmaction - INFO - Epoch [167][300/940] lr: 5.941e-03, eta: 5:53:19, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0571, loss: 2.0571, grad_norm: 3.7288 2020-07-30 15:17:20,747 - mmaction - INFO - Epoch [167][320/940] lr: 5.941e-03, eta: 5:52:45, time: 1.422, data_time: 0.006, memory: 5021, top1_acc: 0.5346, top5_acc: 0.7539, loss_cls: 2.0460, loss: 2.0460, grad_norm: 3.6919 2020-07-30 15:17:50,112 - mmaction - INFO - Epoch [167][340/940] lr: 5.941e-03, eta: 5:52:11, time: 1.470, data_time: 0.005, memory: 5021, top1_acc: 0.5436, top5_acc: 0.7555, loss_cls: 2.0177, loss: 2.0177, grad_norm: 3.6455 2020-07-30 15:18:18,313 - mmaction - INFO - Epoch [167][360/940] lr: 5.941e-03, eta: 5:51:38, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5312, top5_acc: 0.7490, loss_cls: 2.0592, loss: 2.0592, grad_norm: 3.6415 2020-07-30 15:18:46,629 - mmaction - INFO - Epoch [167][380/940] lr: 5.941e-03, eta: 5:51:04, time: 1.416, data_time: 0.003, memory: 5021, top1_acc: 0.5283, top5_acc: 0.7521, loss_cls: 2.0740, loss: 2.0740, grad_norm: 3.7171 2020-07-30 15:19:15,263 - mmaction - INFO - Epoch [167][400/940] lr: 5.941e-03, eta: 5:50:30, time: 1.430, data_time: 0.006, memory: 5021, top1_acc: 0.5350, top5_acc: 0.7434, loss_cls: 2.0648, loss: 2.0648, grad_norm: 3.6926 2020-07-30 15:19:43,698 - mmaction - INFO - Epoch [167][420/940] lr: 5.941e-03, eta: 5:49:57, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5162, top5_acc: 0.7334, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.7820 2020-07-30 15:20:12,076 - mmaction - INFO - Epoch [167][440/940] lr: 5.941e-03, eta: 5:49:23, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5311, top5_acc: 0.7508, loss_cls: 2.0792, loss: 2.0792, grad_norm: 3.7246 2020-07-30 15:20:40,329 - mmaction - INFO - Epoch [167][460/940] lr: 5.941e-03, eta: 5:48:49, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5281, top5_acc: 0.7502, loss_cls: 2.0598, loss: 2.0598, grad_norm: 3.7050 2020-07-30 15:21:08,706 - mmaction - INFO - Epoch [167][480/940] lr: 5.941e-03, eta: 5:48:16, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.5311, top5_acc: 0.7502, loss_cls: 2.0717, loss: 2.0717, grad_norm: 3.6764 2020-07-30 15:21:37,038 - mmaction - INFO - Epoch [167][500/940] lr: 5.941e-03, eta: 5:47:42, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5354, top5_acc: 0.7545, loss_cls: 2.0225, loss: 2.0225, grad_norm: 3.6893 2020-07-30 15:22:05,351 - mmaction - INFO - Epoch [167][520/940] lr: 5.941e-03, eta: 5:47:08, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5180, top5_acc: 0.7359, loss_cls: 2.0746, loss: 2.0746, grad_norm: 3.6585 2020-07-30 15:22:33,787 - mmaction - INFO - Epoch [167][540/940] lr: 5.941e-03, eta: 5:46:35, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5260, top5_acc: 0.7551, loss_cls: 2.0426, loss: 2.0426, grad_norm: 3.6613 2020-07-30 15:23:01,653 - mmaction - INFO - Epoch [167][560/940] lr: 5.941e-03, eta: 5:46:01, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5262, top5_acc: 0.7482, loss_cls: 2.0890, loss: 2.0890, grad_norm: 3.7826 2020-07-30 15:23:30,252 - mmaction - INFO - Epoch [167][580/940] lr: 5.941e-03, eta: 5:45:27, time: 1.428, data_time: 0.004, memory: 5021, top1_acc: 0.5305, top5_acc: 0.7406, loss_cls: 2.0841, loss: 2.0841, grad_norm: 3.7217 2020-07-30 15:23:58,669 - mmaction - INFO - Epoch [167][600/940] lr: 5.941e-03, eta: 5:44:54, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.5342, top5_acc: 0.7455, loss_cls: 2.0583, loss: 2.0583, grad_norm: 3.7029 2020-07-30 15:24:26,903 - mmaction - INFO - Epoch [167][620/940] lr: 5.941e-03, eta: 5:44:20, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.5338, top5_acc: 0.7502, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.6505 2020-07-30 15:24:55,323 - mmaction - INFO - Epoch [167][640/940] lr: 5.941e-03, eta: 5:43:46, time: 1.420, data_time: 0.002, memory: 5021, top1_acc: 0.5182, top5_acc: 0.7459, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.6983 2020-07-30 15:25:24,251 - mmaction - INFO - Epoch [167][660/940] lr: 5.941e-03, eta: 5:43:13, time: 1.445, data_time: 0.005, memory: 5021, top1_acc: 0.5238, top5_acc: 0.7404, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.6468 2020-07-30 15:25:52,459 - mmaction - INFO - Epoch [167][680/940] lr: 5.941e-03, eta: 5:42:39, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.5260, top5_acc: 0.7514, loss_cls: 2.0672, loss: 2.0672, grad_norm: 3.6519 2020-07-30 15:26:20,645 - mmaction - INFO - Epoch [167][700/940] lr: 5.941e-03, eta: 5:42:05, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5330, top5_acc: 0.7432, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.7464 2020-07-30 15:26:48,670 - mmaction - INFO - Epoch [167][720/940] lr: 5.941e-03, eta: 5:41:32, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5270, top5_acc: 0.7451, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.7441 2020-07-30 15:27:17,495 - mmaction - INFO - Epoch [167][740/940] lr: 5.941e-03, eta: 5:40:58, time: 1.439, data_time: 0.004, memory: 5021, top1_acc: 0.5297, top5_acc: 0.7467, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.6801 2020-07-30 15:27:46,776 - mmaction - INFO - Epoch [167][760/940] lr: 5.941e-03, eta: 5:40:25, time: 1.466, data_time: 0.005, memory: 5021, top1_acc: 0.5355, top5_acc: 0.7521, loss_cls: 2.0218, loss: 2.0218, grad_norm: 3.6744 2020-07-30 15:28:14,801 - mmaction - INFO - Epoch [167][780/940] lr: 5.941e-03, eta: 5:39:51, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5271, top5_acc: 0.7533, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.6920 2020-07-30 15:28:42,884 - mmaction - INFO - Epoch [167][800/940] lr: 5.941e-03, eta: 5:39:17, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5281, top5_acc: 0.7512, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.6971 2020-07-30 15:29:11,571 - mmaction - INFO - Epoch [167][820/940] lr: 5.941e-03, eta: 5:38:44, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.5158, top5_acc: 0.7492, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.7841 2020-07-30 15:29:39,685 - mmaction - INFO - Epoch [167][840/940] lr: 5.941e-03, eta: 5:38:10, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.5303, top5_acc: 0.7438, loss_cls: 2.0747, loss: 2.0747, grad_norm: 3.7628 2020-07-30 15:30:08,271 - mmaction - INFO - Epoch [167][860/940] lr: 5.941e-03, eta: 5:37:37, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5285, top5_acc: 0.7395, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.7444 2020-07-30 15:30:37,052 - mmaction - INFO - Epoch [167][880/940] lr: 5.941e-03, eta: 5:37:03, time: 1.439, data_time: 0.002, memory: 5021, top1_acc: 0.5262, top5_acc: 0.7545, loss_cls: 2.0772, loss: 2.0772, grad_norm: 3.7728 2020-07-30 15:31:06,019 - mmaction - INFO - Epoch [167][900/940] lr: 5.941e-03, eta: 5:36:29, time: 1.449, data_time: 0.005, memory: 5021, top1_acc: 0.5236, top5_acc: 0.7525, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.6862 2020-07-30 15:31:34,059 - mmaction - INFO - Epoch [167][920/940] lr: 5.941e-03, eta: 5:35:56, time: 1.402, data_time: 0.002, memory: 5021, top1_acc: 0.5354, top5_acc: 0.7471, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.7194 2020-07-30 15:32:01,141 - mmaction - INFO - Epoch [167][940/940] lr: 5.941e-03, eta: 5:35:22, time: 1.352, data_time: 0.006, memory: 5021, top1_acc: 0.5195, top5_acc: 0.7498, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.7608 2020-07-30 15:32:01,462 - mmaction - INFO - Saving checkpoint at 167 epochs 2020-07-30 15:36:25,561 - mmaction - INFO - Epoch [168][20/940] lr: 5.126e-03, eta: 5:35:23, time: 13.158, data_time: 0.368, memory: 5021, top1_acc: 0.5357, top5_acc: 0.7611, loss_cls: 1.9976, loss: 1.9976, grad_norm: 3.6712 2020-07-30 15:36:53,425 - mmaction - INFO - Epoch [168][40/940] lr: 5.126e-03, eta: 5:34:49, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5291, top5_acc: 0.7525, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.7619 2020-07-30 15:37:21,565 - mmaction - INFO - Epoch [168][60/940] lr: 5.126e-03, eta: 5:34:16, time: 1.409, data_time: 0.006, memory: 5021, top1_acc: 0.5373, top5_acc: 0.7451, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.6966 2020-07-30 15:37:49,048 - mmaction - INFO - Epoch [168][80/940] lr: 5.126e-03, eta: 5:33:42, time: 1.374, data_time: 0.002, memory: 5021, top1_acc: 0.5369, top5_acc: 0.7623, loss_cls: 2.0181, loss: 2.0181, grad_norm: 3.7135 2020-07-30 15:38:17,094 - mmaction - INFO - Epoch [168][100/940] lr: 5.126e-03, eta: 5:33:08, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5422, top5_acc: 0.7549, loss_cls: 2.0054, loss: 2.0054, grad_norm: 3.7479 2020-07-30 15:38:45,226 - mmaction - INFO - Epoch [168][120/940] lr: 5.126e-03, eta: 5:32:34, time: 1.405, data_time: 0.002, memory: 5021, top1_acc: 0.5416, top5_acc: 0.7504, loss_cls: 2.0095, loss: 2.0095, grad_norm: 3.6977 2020-07-30 15:39:13,823 - mmaction - INFO - Epoch [168][140/940] lr: 5.126e-03, eta: 5:32:01, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5402, top5_acc: 0.7502, loss_cls: 2.0444, loss: 2.0444, grad_norm: 3.6897 2020-07-30 15:39:41,647 - mmaction - INFO - Epoch [168][160/940] lr: 5.126e-03, eta: 5:31:27, time: 1.391, data_time: 0.002, memory: 5021, top1_acc: 0.5275, top5_acc: 0.7473, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.7021 2020-07-30 15:40:10,083 - mmaction - INFO - Epoch [168][180/940] lr: 5.126e-03, eta: 5:30:53, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5416, top5_acc: 0.7521, loss_cls: 2.0112, loss: 2.0112, grad_norm: 3.6536 2020-07-30 15:40:38,298 - mmaction - INFO - Epoch [168][200/940] lr: 5.126e-03, eta: 5:30:20, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5383, top5_acc: 0.7512, loss_cls: 2.0578, loss: 2.0578, grad_norm: 3.7413 2020-07-30 15:41:06,430 - mmaction - INFO - Epoch [168][220/940] lr: 5.126e-03, eta: 5:29:46, time: 1.409, data_time: 0.006, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7625, loss_cls: 1.9876, loss: 1.9876, grad_norm: 3.6774 2020-07-30 15:41:34,854 - mmaction - INFO - Epoch [168][240/940] lr: 5.126e-03, eta: 5:29:12, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.5432, top5_acc: 0.7498, loss_cls: 2.0381, loss: 2.0381, grad_norm: 3.6915 2020-07-30 15:42:03,545 - mmaction - INFO - Epoch [168][260/940] lr: 5.126e-03, eta: 5:28:39, time: 1.435, data_time: 0.002, memory: 5021, top1_acc: 0.5375, top5_acc: 0.7566, loss_cls: 2.0391, loss: 2.0391, grad_norm: 3.7537 2020-07-30 15:42:32,044 - mmaction - INFO - Epoch [168][280/940] lr: 5.126e-03, eta: 5:28:05, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.5373, top5_acc: 0.7463, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.6874 2020-07-30 15:43:01,137 - mmaction - INFO - Epoch [168][300/940] lr: 5.126e-03, eta: 5:27:32, time: 1.457, data_time: 0.006, memory: 5021, top1_acc: 0.5316, top5_acc: 0.7496, loss_cls: 2.0280, loss: 2.0280, grad_norm: 3.7330 2020-07-30 15:43:29,616 - mmaction - INFO - Epoch [168][320/940] lr: 5.126e-03, eta: 5:26:58, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5260, top5_acc: 0.7426, loss_cls: 2.0888, loss: 2.0888, grad_norm: 3.7954 2020-07-30 15:43:58,553 - mmaction - INFO - Epoch [168][340/940] lr: 5.126e-03, eta: 5:26:24, time: 1.449, data_time: 0.005, memory: 5021, top1_acc: 0.5312, top5_acc: 0.7475, loss_cls: 2.0327, loss: 2.0327, grad_norm: 3.7612 2020-07-30 15:44:26,736 - mmaction - INFO - Epoch [168][360/940] lr: 5.126e-03, eta: 5:25:51, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.5334, top5_acc: 0.7480, loss_cls: 2.0455, loss: 2.0455, grad_norm: 3.7074 2020-07-30 15:44:55,094 - mmaction - INFO - Epoch [168][380/940] lr: 5.126e-03, eta: 5:25:17, time: 1.420, data_time: 0.006, memory: 5021, top1_acc: 0.5246, top5_acc: 0.7512, loss_cls: 2.0409, loss: 2.0409, grad_norm: 3.8355 2020-07-30 15:45:23,792 - mmaction - INFO - Epoch [168][400/940] lr: 5.126e-03, eta: 5:24:44, time: 1.435, data_time: 0.004, memory: 5021, top1_acc: 0.5264, top5_acc: 0.7443, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.7947 2020-07-30 15:45:52,770 - mmaction - INFO - Epoch [168][420/940] lr: 5.126e-03, eta: 5:24:10, time: 1.449, data_time: 0.002, memory: 5021, top1_acc: 0.5266, top5_acc: 0.7527, loss_cls: 2.0324, loss: 2.0324, grad_norm: 3.7430 2020-07-30 15:46:20,996 - mmaction - INFO - Epoch [168][440/940] lr: 5.126e-03, eta: 5:23:36, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.5283, top5_acc: 0.7455, loss_cls: 2.0655, loss: 2.0655, grad_norm: 3.7917 2020-07-30 15:46:49,381 - mmaction - INFO - Epoch [168][460/940] lr: 5.126e-03, eta: 5:23:03, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.5395, top5_acc: 0.7502, loss_cls: 2.0385, loss: 2.0385, grad_norm: 3.7062 2020-07-30 15:47:17,591 - mmaction - INFO - Epoch [168][480/940] lr: 5.126e-03, eta: 5:22:29, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.5348, top5_acc: 0.7547, loss_cls: 2.0359, loss: 2.0359, grad_norm: 3.7974 2020-07-30 15:47:45,812 - mmaction - INFO - Epoch [168][500/940] lr: 5.126e-03, eta: 5:21:56, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5418, top5_acc: 0.7596, loss_cls: 1.9923, loss: 1.9923, grad_norm: 3.7306 2020-07-30 15:48:14,222 - mmaction - INFO - Epoch [168][520/940] lr: 5.126e-03, eta: 5:21:22, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5346, top5_acc: 0.7527, loss_cls: 2.0139, loss: 2.0139, grad_norm: 3.7048 2020-07-30 15:48:42,402 - mmaction - INFO - Epoch [168][540/940] lr: 5.126e-03, eta: 5:20:48, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5441, top5_acc: 0.7557, loss_cls: 2.0136, loss: 2.0136, grad_norm: 3.7415 2020-07-30 15:49:10,728 - mmaction - INFO - Epoch [168][560/940] lr: 5.126e-03, eta: 5:20:15, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5316, top5_acc: 0.7492, loss_cls: 2.0592, loss: 2.0592, grad_norm: 3.8390 2020-07-30 15:49:38,868 - mmaction - INFO - Epoch [168][580/940] lr: 5.126e-03, eta: 5:19:41, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.5254, top5_acc: 0.7385, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.8057 2020-07-30 15:50:07,523 - mmaction - INFO - Epoch [168][600/940] lr: 5.126e-03, eta: 5:19:08, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5268, top5_acc: 0.7428, loss_cls: 2.0499, loss: 2.0499, grad_norm: 3.8054 2020-07-30 15:50:35,823 - mmaction - INFO - Epoch [168][620/940] lr: 5.126e-03, eta: 5:18:34, time: 1.416, data_time: 0.003, memory: 5021, top1_acc: 0.5275, top5_acc: 0.7566, loss_cls: 2.0646, loss: 2.0646, grad_norm: 3.8557 2020-07-30 15:51:04,278 - mmaction - INFO - Epoch [168][640/940] lr: 5.126e-03, eta: 5:18:00, time: 1.424, data_time: 0.003, memory: 5021, top1_acc: 0.5344, top5_acc: 0.7490, loss_cls: 2.0370, loss: 2.0370, grad_norm: 3.7487 2020-07-30 15:51:32,926 - mmaction - INFO - Epoch [168][660/940] lr: 5.126e-03, eta: 5:17:27, time: 1.432, data_time: 0.002, memory: 5021, top1_acc: 0.5355, top5_acc: 0.7520, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.7508 2020-07-30 15:52:01,235 - mmaction - INFO - Epoch [168][680/940] lr: 5.126e-03, eta: 5:16:53, time: 1.415, data_time: 0.002, memory: 5021, top1_acc: 0.5367, top5_acc: 0.7441, loss_cls: 2.0675, loss: 2.0675, grad_norm: 3.7509 2020-07-30 15:52:29,847 - mmaction - INFO - Epoch [168][700/940] lr: 5.126e-03, eta: 5:16:20, time: 1.430, data_time: 0.007, memory: 5021, top1_acc: 0.5420, top5_acc: 0.7611, loss_cls: 2.0231, loss: 2.0231, grad_norm: 3.7376 2020-07-30 15:52:57,963 - mmaction - INFO - Epoch [168][720/940] lr: 5.126e-03, eta: 5:15:46, time: 1.407, data_time: 0.007, memory: 5021, top1_acc: 0.5312, top5_acc: 0.7486, loss_cls: 2.0339, loss: 2.0339, grad_norm: 3.7204 2020-07-30 15:53:26,169 - mmaction - INFO - Epoch [168][740/940] lr: 5.126e-03, eta: 5:15:12, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.5342, top5_acc: 0.7584, loss_cls: 2.0045, loss: 2.0045, grad_norm: 3.7151 2020-07-30 15:53:54,248 - mmaction - INFO - Epoch [168][760/940] lr: 5.126e-03, eta: 5:14:39, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5289, top5_acc: 0.7408, loss_cls: 2.0852, loss: 2.0852, grad_norm: 3.7845 2020-07-30 15:54:22,441 - mmaction - INFO - Epoch [168][780/940] lr: 5.126e-03, eta: 5:14:05, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.5318, top5_acc: 0.7516, loss_cls: 2.0487, loss: 2.0487, grad_norm: 3.7991 2020-07-30 15:54:50,818 - mmaction - INFO - Epoch [168][800/940] lr: 5.126e-03, eta: 5:13:32, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0723, loss: 2.0723, grad_norm: 3.7548 2020-07-30 15:55:18,879 - mmaction - INFO - Epoch [168][820/940] lr: 5.126e-03, eta: 5:12:58, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5395, top5_acc: 0.7510, loss_cls: 2.0409, loss: 2.0409, grad_norm: 3.7311 2020-07-30 15:55:47,088 - mmaction - INFO - Epoch [168][840/940] lr: 5.126e-03, eta: 5:12:24, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.5244, top5_acc: 0.7562, loss_cls: 2.0492, loss: 2.0492, grad_norm: 3.7937 2020-07-30 15:56:16,105 - mmaction - INFO - Epoch [168][860/940] lr: 5.126e-03, eta: 5:11:51, time: 1.449, data_time: 0.005, memory: 5021, top1_acc: 0.5412, top5_acc: 0.7520, loss_cls: 2.0078, loss: 2.0078, grad_norm: 3.7325 2020-07-30 15:56:45,130 - mmaction - INFO - Epoch [168][880/940] lr: 5.126e-03, eta: 5:11:17, time: 1.453, data_time: 0.006, memory: 5021, top1_acc: 0.5305, top5_acc: 0.7498, loss_cls: 2.0391, loss: 2.0391, grad_norm: 3.7574 2020-07-30 15:57:13,285 - mmaction - INFO - Epoch [168][900/940] lr: 5.126e-03, eta: 5:10:44, time: 1.408, data_time: 0.002, memory: 5021, top1_acc: 0.5510, top5_acc: 0.7537, loss_cls: 2.0178, loss: 2.0178, grad_norm: 3.6894 2020-07-30 15:57:41,867 - mmaction - INFO - Epoch [168][920/940] lr: 5.126e-03, eta: 5:10:10, time: 1.429, data_time: 0.004, memory: 5021, top1_acc: 0.5332, top5_acc: 0.7498, loss_cls: 2.0627, loss: 2.0627, grad_norm: 3.8008 2020-07-30 15:58:08,337 - mmaction - INFO - Epoch [168][940/940] lr: 5.126e-03, eta: 5:09:37, time: 1.323, data_time: 0.002, memory: 5021, top1_acc: 0.5412, top5_acc: 0.7437, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.7609 2020-07-30 15:58:08,678 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-07-30 16:01:53,222 - mmaction - INFO - Epoch [169][20/940] lr: 4.370e-03, eta: 5:09:29, time: 11.179, data_time: 0.363, memory: 5021, top1_acc: 0.5463, top5_acc: 0.7652, loss_cls: 1.9772, loss: 1.9772, grad_norm: 3.6963 2020-07-30 16:02:21,014 - mmaction - INFO - Epoch [169][40/940] lr: 4.370e-03, eta: 5:08:56, time: 1.395, data_time: 0.021, memory: 5021, top1_acc: 0.5346, top5_acc: 0.7631, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.7501 2020-07-30 16:02:48,674 - mmaction - INFO - Epoch [169][60/940] lr: 4.370e-03, eta: 5:08:22, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.5416, top5_acc: 0.7535, loss_cls: 2.0317, loss: 2.0317, grad_norm: 3.7431 2020-07-30 16:03:16,726 - mmaction - INFO - Epoch [169][80/940] lr: 4.370e-03, eta: 5:07:48, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9873, loss: 1.9873, grad_norm: 3.7294 2020-07-30 16:03:44,542 - mmaction - INFO - Epoch [169][100/940] lr: 4.370e-03, eta: 5:07:15, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5414, top5_acc: 0.7520, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.7158 2020-07-30 16:04:12,676 - mmaction - INFO - Epoch [169][120/940] lr: 4.370e-03, eta: 5:06:41, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5334, top5_acc: 0.7494, loss_cls: 2.0482, loss: 2.0482, grad_norm: 3.7201 2020-07-30 16:04:41,248 - mmaction - INFO - Epoch [169][140/940] lr: 4.370e-03, eta: 5:06:07, time: 1.431, data_time: 0.006, memory: 5021, top1_acc: 0.5406, top5_acc: 0.7619, loss_cls: 2.0040, loss: 2.0040, grad_norm: 3.7748 2020-07-30 16:05:09,490 - mmaction - INFO - Epoch [169][160/940] lr: 4.370e-03, eta: 5:05:34, time: 1.412, data_time: 0.002, memory: 5021, top1_acc: 0.5234, top5_acc: 0.7496, loss_cls: 2.0448, loss: 2.0448, grad_norm: 3.8294 2020-07-30 16:05:37,954 - mmaction - INFO - Epoch [169][180/940] lr: 4.370e-03, eta: 5:05:00, time: 1.423, data_time: 0.002, memory: 5021, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0142, loss: 2.0142, grad_norm: 3.7629 2020-07-30 16:06:06,646 - mmaction - INFO - Epoch [169][200/940] lr: 4.370e-03, eta: 5:04:27, time: 1.433, data_time: 0.005, memory: 5021, top1_acc: 0.5320, top5_acc: 0.7496, loss_cls: 2.0649, loss: 2.0649, grad_norm: 3.7824 2020-07-30 16:06:35,435 - mmaction - INFO - Epoch [169][220/940] lr: 4.370e-03, eta: 5:03:53, time: 1.442, data_time: 0.005, memory: 5021, top1_acc: 0.5531, top5_acc: 0.7676, loss_cls: 1.9628, loss: 1.9628, grad_norm: 3.7039 2020-07-30 16:07:03,744 - mmaction - INFO - Epoch [169][240/940] lr: 4.370e-03, eta: 5:03:20, time: 1.415, data_time: 0.002, memory: 5021, top1_acc: 0.5434, top5_acc: 0.7582, loss_cls: 1.9957, loss: 1.9957, grad_norm: 3.7332 2020-07-30 16:07:32,382 - mmaction - INFO - Epoch [169][260/940] lr: 4.370e-03, eta: 5:02:46, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.5469, top5_acc: 0.7537, loss_cls: 2.0100, loss: 2.0100, grad_norm: 3.8199 2020-07-30 16:08:00,820 - mmaction - INFO - Epoch [169][280/940] lr: 4.370e-03, eta: 5:02:12, time: 1.422, data_time: 0.002, memory: 5021, top1_acc: 0.5350, top5_acc: 0.7508, loss_cls: 2.0476, loss: 2.0476, grad_norm: 3.8180 2020-07-30 16:08:29,258 - mmaction - INFO - Epoch [169][300/940] lr: 4.370e-03, eta: 5:01:39, time: 1.420, data_time: 0.004, memory: 5021, top1_acc: 0.5359, top5_acc: 0.7512, loss_cls: 2.0279, loss: 2.0279, grad_norm: 3.8083 2020-07-30 16:08:57,343 - mmaction - INFO - Epoch [169][320/940] lr: 4.370e-03, eta: 5:01:05, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5338, top5_acc: 0.7539, loss_cls: 2.0266, loss: 2.0266, grad_norm: 3.7937 2020-07-30 16:09:25,504 - mmaction - INFO - Epoch [169][340/940] lr: 4.370e-03, eta: 5:00:32, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.5398, top5_acc: 0.7592, loss_cls: 1.9995, loss: 1.9995, grad_norm: 3.7738 2020-07-30 16:09:53,706 - mmaction - INFO - Epoch [169][360/940] lr: 4.370e-03, eta: 4:59:58, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.5432, top5_acc: 0.7652, loss_cls: 1.9932, loss: 1.9932, grad_norm: 3.8241 2020-07-30 16:10:22,387 - mmaction - INFO - Epoch [169][380/940] lr: 4.370e-03, eta: 4:59:25, time: 1.432, data_time: 0.006, memory: 5021, top1_acc: 0.5387, top5_acc: 0.7594, loss_cls: 2.0167, loss: 2.0167, grad_norm: 3.8433 2020-07-30 16:10:51,081 - mmaction - INFO - Epoch [169][400/940] lr: 4.370e-03, eta: 4:58:51, time: 1.437, data_time: 0.006, memory: 5021, top1_acc: 0.5359, top5_acc: 0.7455, loss_cls: 2.0471, loss: 2.0471, grad_norm: 3.7843 2020-07-30 16:11:19,933 - mmaction - INFO - Epoch [169][420/940] lr: 4.370e-03, eta: 4:58:18, time: 1.441, data_time: 0.005, memory: 5021, top1_acc: 0.5430, top5_acc: 0.7605, loss_cls: 1.9934, loss: 1.9934, grad_norm: 3.8244 2020-07-30 16:11:47,995 - mmaction - INFO - Epoch [169][440/940] lr: 4.370e-03, eta: 4:57:44, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.5379, top5_acc: 0.7578, loss_cls: 2.0179, loss: 2.0179, grad_norm: 3.7915 2020-07-30 16:12:16,466 - mmaction - INFO - Epoch [169][460/940] lr: 4.370e-03, eta: 4:57:10, time: 1.424, data_time: 0.002, memory: 5021, top1_acc: 0.5406, top5_acc: 0.7646, loss_cls: 1.9768, loss: 1.9768, grad_norm: 3.7477 2020-07-30 16:12:45,044 - mmaction - INFO - Epoch [169][480/940] lr: 4.370e-03, eta: 4:56:37, time: 1.429, data_time: 0.006, memory: 5021, top1_acc: 0.5328, top5_acc: 0.7588, loss_cls: 2.0529, loss: 2.0529, grad_norm: 3.8643 2020-07-30 16:13:13,503 - mmaction - INFO - Epoch [169][500/940] lr: 4.370e-03, eta: 4:56:03, time: 1.421, data_time: 0.003, memory: 5021, top1_acc: 0.5291, top5_acc: 0.7547, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.7578 2020-07-30 16:13:41,709 - mmaction - INFO - Epoch [169][520/940] lr: 4.370e-03, eta: 4:55:30, time: 1.412, data_time: 0.005, memory: 5021, top1_acc: 0.5320, top5_acc: 0.7463, loss_cls: 2.0672, loss: 2.0672, grad_norm: 3.8179 2020-07-30 16:14:10,914 - mmaction - INFO - Epoch [169][540/940] lr: 4.370e-03, eta: 4:54:56, time: 1.458, data_time: 0.005, memory: 5021, top1_acc: 0.5387, top5_acc: 0.7551, loss_cls: 2.0277, loss: 2.0277, grad_norm: 3.7886 2020-07-30 16:14:39,405 - mmaction - INFO - Epoch [169][560/940] lr: 4.370e-03, eta: 4:54:23, time: 1.427, data_time: 0.006, memory: 5021, top1_acc: 0.5377, top5_acc: 0.7541, loss_cls: 2.0267, loss: 2.0267, grad_norm: 3.8032 2020-07-30 16:15:07,428 - mmaction - INFO - Epoch [169][580/940] lr: 4.370e-03, eta: 4:53:49, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5332, top5_acc: 0.7510, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.8036 2020-07-30 16:15:35,479 - mmaction - INFO - Epoch [169][600/940] lr: 4.370e-03, eta: 4:53:16, time: 1.402, data_time: 0.002, memory: 5021, top1_acc: 0.5234, top5_acc: 0.7412, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.8019 2020-07-30 16:16:04,324 - mmaction - INFO - Epoch [169][620/940] lr: 4.370e-03, eta: 4:52:42, time: 1.442, data_time: 0.005, memory: 5021, top1_acc: 0.5334, top5_acc: 0.7469, loss_cls: 2.0646, loss: 2.0646, grad_norm: 3.8437 2020-07-30 16:16:32,521 - mmaction - INFO - Epoch [169][640/940] lr: 4.370e-03, eta: 4:52:09, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5512, top5_acc: 0.7592, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.7940 2020-07-30 16:17:00,458 - mmaction - INFO - Epoch [169][660/940] lr: 4.370e-03, eta: 4:51:35, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5486, top5_acc: 0.7635, loss_cls: 1.9858, loss: 1.9858, grad_norm: 3.7288 2020-07-30 16:17:28,479 - mmaction - INFO - Epoch [169][680/940] lr: 4.370e-03, eta: 4:51:02, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5357, top5_acc: 0.7498, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.7771 2020-07-30 16:17:56,452 - mmaction - INFO - Epoch [169][700/940] lr: 4.370e-03, eta: 4:50:28, time: 1.398, data_time: 0.004, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7588, loss_cls: 1.9859, loss: 1.9859, grad_norm: 3.7557 2020-07-30 16:18:24,431 - mmaction - INFO - Epoch [169][720/940] lr: 4.370e-03, eta: 4:49:54, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5291, top5_acc: 0.7498, loss_cls: 2.0640, loss: 2.0640, grad_norm: 3.8604 2020-07-30 16:18:52,212 - mmaction - INFO - Epoch [169][740/940] lr: 4.370e-03, eta: 4:49:21, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.5527, top5_acc: 0.7609, loss_cls: 1.9879, loss: 1.9879, grad_norm: 3.7690 2020-07-30 16:19:20,301 - mmaction - INFO - Epoch [169][760/940] lr: 4.370e-03, eta: 4:48:47, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5545, top5_acc: 0.7635, loss_cls: 1.9752, loss: 1.9752, grad_norm: 3.7646 2020-07-30 16:19:48,436 - mmaction - INFO - Epoch [169][780/940] lr: 4.370e-03, eta: 4:48:14, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5359, top5_acc: 0.7564, loss_cls: 2.0062, loss: 2.0062, grad_norm: 3.8032 2020-07-30 16:20:16,460 - mmaction - INFO - Epoch [169][800/940] lr: 4.370e-03, eta: 4:47:40, time: 1.401, data_time: 0.004, memory: 5021, top1_acc: 0.5268, top5_acc: 0.7520, loss_cls: 2.0720, loss: 2.0720, grad_norm: 3.8765 2020-07-30 16:20:44,551 - mmaction - INFO - Epoch [169][820/940] lr: 4.370e-03, eta: 4:47:07, time: 1.404, data_time: 0.002, memory: 5021, top1_acc: 0.5348, top5_acc: 0.7506, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.8208 2020-07-30 16:21:12,223 - mmaction - INFO - Epoch [169][840/940] lr: 4.370e-03, eta: 4:46:33, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.5377, top5_acc: 0.7520, loss_cls: 2.0358, loss: 2.0358, grad_norm: 3.8814 2020-07-30 16:21:40,451 - mmaction - INFO - Epoch [169][860/940] lr: 4.370e-03, eta: 4:46:00, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5357, top5_acc: 0.7648, loss_cls: 1.9910, loss: 1.9910, grad_norm: 3.7382 2020-07-30 16:22:08,137 - mmaction - INFO - Epoch [169][880/940] lr: 4.370e-03, eta: 4:45:26, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5529, top5_acc: 0.7652, loss_cls: 1.9406, loss: 1.9406, grad_norm: 3.7476 2020-07-30 16:22:35,801 - mmaction - INFO - Epoch [169][900/940] lr: 4.370e-03, eta: 4:44:52, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7516, loss_cls: 2.0295, loss: 2.0295, grad_norm: 3.8610 2020-07-30 16:23:03,581 - mmaction - INFO - Epoch [169][920/940] lr: 4.370e-03, eta: 4:44:19, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5479, top5_acc: 0.7586, loss_cls: 1.9836, loss: 1.9836, grad_norm: 3.7740 2020-07-30 16:23:30,543 - mmaction - INFO - Epoch [169][940/940] lr: 4.370e-03, eta: 4:43:45, time: 1.349, data_time: 0.005, memory: 5021, top1_acc: 0.5465, top5_acc: 0.7654, loss_cls: 1.9676, loss: 1.9676, grad_norm: 3.8051 2020-07-30 16:23:30,859 - mmaction - INFO - Saving checkpoint at 169 epochs 2020-07-30 16:27:41,556 - mmaction - INFO - Epoch [170][20/940] lr: 3.675e-03, eta: 4:43:39, time: 12.478, data_time: 0.496, memory: 5021, top1_acc: 0.5498, top5_acc: 0.7562, loss_cls: 2.0049, loss: 2.0049, grad_norm: 3.7840 2020-07-30 16:28:08,978 - mmaction - INFO - Epoch [170][40/940] lr: 3.675e-03, eta: 4:43:05, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.5514, top5_acc: 0.7582, loss_cls: 1.9601, loss: 1.9601, grad_norm: 3.7802 2020-07-30 16:28:36,627 - mmaction - INFO - Epoch [170][60/940] lr: 3.675e-03, eta: 4:42:31, time: 1.383, data_time: 0.003, memory: 5021, top1_acc: 0.5498, top5_acc: 0.7643, loss_cls: 1.9557, loss: 1.9557, grad_norm: 3.8091 2020-07-30 16:29:04,238 - mmaction - INFO - Epoch [170][80/940] lr: 3.675e-03, eta: 4:41:58, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.5416, top5_acc: 0.7525, loss_cls: 2.0080, loss: 2.0080, grad_norm: 3.8073 2020-07-30 16:29:31,978 - mmaction - INFO - Epoch [170][100/940] lr: 3.675e-03, eta: 4:41:24, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.5381, top5_acc: 0.7551, loss_cls: 1.9991, loss: 1.9991, grad_norm: 3.7897 2020-07-30 16:29:59,583 - mmaction - INFO - Epoch [170][120/940] lr: 3.675e-03, eta: 4:40:50, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.5436, top5_acc: 0.7650, loss_cls: 1.9598, loss: 1.9598, grad_norm: 3.8137 2020-07-30 16:30:27,768 - mmaction - INFO - Epoch [170][140/940] lr: 3.675e-03, eta: 4:40:17, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5408, top5_acc: 0.7486, loss_cls: 2.0369, loss: 2.0369, grad_norm: 3.7597 2020-07-30 16:30:55,598 - mmaction - INFO - Epoch [170][160/940] lr: 3.675e-03, eta: 4:39:43, time: 1.395, data_time: 0.007, memory: 5021, top1_acc: 0.5436, top5_acc: 0.7609, loss_cls: 1.9727, loss: 1.9727, grad_norm: 3.7905 2020-07-30 16:31:24,107 - mmaction - INFO - Epoch [170][180/940] lr: 3.675e-03, eta: 4:39:10, time: 1.425, data_time: 0.003, memory: 5021, top1_acc: 0.5443, top5_acc: 0.7547, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.8073 2020-07-30 16:31:51,810 - mmaction - INFO - Epoch [170][200/940] lr: 3.675e-03, eta: 4:38:36, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.5512, top5_acc: 0.7660, loss_cls: 1.9618, loss: 1.9618, grad_norm: 3.8164 2020-07-30 16:32:19,663 - mmaction - INFO - Epoch [170][220/940] lr: 3.675e-03, eta: 4:38:03, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.5346, top5_acc: 0.7621, loss_cls: 2.0108, loss: 2.0108, grad_norm: 3.8366 2020-07-30 16:32:47,466 - mmaction - INFO - Epoch [170][240/940] lr: 3.675e-03, eta: 4:37:29, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5559, top5_acc: 0.7727, loss_cls: 1.9175, loss: 1.9175, grad_norm: 3.6953 2020-07-30 16:33:15,628 - mmaction - INFO - Epoch [170][260/940] lr: 3.675e-03, eta: 4:36:56, time: 1.408, data_time: 0.002, memory: 5021, top1_acc: 0.5391, top5_acc: 0.7621, loss_cls: 1.9938, loss: 1.9938, grad_norm: 3.8158 2020-07-30 16:33:43,579 - mmaction - INFO - Epoch [170][280/940] lr: 3.675e-03, eta: 4:36:22, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5510, top5_acc: 0.7559, loss_cls: 1.9791, loss: 1.9791, grad_norm: 3.7841 2020-07-30 16:34:11,302 - mmaction - INFO - Epoch [170][300/940] lr: 3.675e-03, eta: 4:35:48, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.5316, top5_acc: 0.7504, loss_cls: 2.0509, loss: 2.0509, grad_norm: 3.8429 2020-07-30 16:34:39,459 - mmaction - INFO - Epoch [170][320/940] lr: 3.675e-03, eta: 4:35:15, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5396, top5_acc: 0.7549, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.9067 2020-07-30 16:35:07,483 - mmaction - INFO - Epoch [170][340/940] lr: 3.675e-03, eta: 4:34:41, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5449, top5_acc: 0.7580, loss_cls: 1.9992, loss: 1.9992, grad_norm: 3.8702 2020-07-30 16:35:35,241 - mmaction - INFO - Epoch [170][360/940] lr: 3.675e-03, eta: 4:34:08, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.5582, top5_acc: 0.7568, loss_cls: 1.9492, loss: 1.9492, grad_norm: 3.7344 2020-07-30 16:36:03,223 - mmaction - INFO - Epoch [170][380/940] lr: 3.675e-03, eta: 4:33:34, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.5465, top5_acc: 0.7666, loss_cls: 1.9513, loss: 1.9513, grad_norm: 3.8356 2020-07-30 16:36:31,277 - mmaction - INFO - Epoch [170][400/940] lr: 3.675e-03, eta: 4:33:01, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5471, top5_acc: 0.7639, loss_cls: 1.9677, loss: 1.9677, grad_norm: 3.7865 2020-07-30 16:36:59,143 - mmaction - INFO - Epoch [170][420/940] lr: 3.675e-03, eta: 4:32:27, time: 1.394, data_time: 0.003, memory: 5021, top1_acc: 0.5389, top5_acc: 0.7514, loss_cls: 2.0496, loss: 2.0496, grad_norm: 3.8551 2020-07-30 16:37:27,027 - mmaction - INFO - Epoch [170][440/940] lr: 3.675e-03, eta: 4:31:54, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5363, top5_acc: 0.7594, loss_cls: 2.0234, loss: 2.0234, grad_norm: 3.9059 2020-07-30 16:37:55,286 - mmaction - INFO - Epoch [170][460/940] lr: 3.675e-03, eta: 4:31:20, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5533, top5_acc: 0.7668, loss_cls: 1.9564, loss: 1.9564, grad_norm: 3.7533 2020-07-30 16:38:22,978 - mmaction - INFO - Epoch [170][480/940] lr: 3.675e-03, eta: 4:30:46, time: 1.381, data_time: 0.002, memory: 5021, top1_acc: 0.5418, top5_acc: 0.7664, loss_cls: 1.9912, loss: 1.9912, grad_norm: 3.8427 2020-07-30 16:38:51,082 - mmaction - INFO - Epoch [170][500/940] lr: 3.675e-03, eta: 4:30:13, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.5471, top5_acc: 0.7592, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.8419 2020-07-30 16:39:19,050 - mmaction - INFO - Epoch [170][520/940] lr: 3.675e-03, eta: 4:29:39, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7625, loss_cls: 1.9754, loss: 1.9754, grad_norm: 3.8145 2020-07-30 16:39:46,971 - mmaction - INFO - Epoch [170][540/940] lr: 3.675e-03, eta: 4:29:06, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5373, top5_acc: 0.7627, loss_cls: 2.0053, loss: 2.0053, grad_norm: 3.8983 2020-07-30 16:40:14,838 - mmaction - INFO - Epoch [170][560/940] lr: 3.675e-03, eta: 4:28:32, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.5447, top5_acc: 0.7600, loss_cls: 1.9887, loss: 1.9887, grad_norm: 3.8882 2020-07-30 16:40:42,635 - mmaction - INFO - Epoch [170][580/940] lr: 3.675e-03, eta: 4:27:59, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5357, top5_acc: 0.7488, loss_cls: 2.0344, loss: 2.0344, grad_norm: 3.9410 2020-07-30 16:41:10,829 - mmaction - INFO - Epoch [170][600/940] lr: 3.675e-03, eta: 4:27:25, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5391, top5_acc: 0.7479, loss_cls: 2.0150, loss: 2.0150, grad_norm: 3.8478 2020-07-30 16:41:38,551 - mmaction - INFO - Epoch [170][620/940] lr: 3.675e-03, eta: 4:26:52, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 1.9699, loss: 1.9699, grad_norm: 3.9042 2020-07-30 16:42:06,782 - mmaction - INFO - Epoch [170][640/940] lr: 3.675e-03, eta: 4:26:18, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7623, loss_cls: 1.9706, loss: 1.9706, grad_norm: 3.8267 2020-07-30 16:42:34,881 - mmaction - INFO - Epoch [170][660/940] lr: 3.675e-03, eta: 4:25:45, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5410, top5_acc: 0.7439, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.9155 2020-07-30 16:43:02,649 - mmaction - INFO - Epoch [170][680/940] lr: 3.675e-03, eta: 4:25:11, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5314, top5_acc: 0.7463, loss_cls: 2.0688, loss: 2.0688, grad_norm: 3.9009 2020-07-30 16:43:30,453 - mmaction - INFO - Epoch [170][700/940] lr: 3.675e-03, eta: 4:24:38, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.5430, top5_acc: 0.7551, loss_cls: 2.0064, loss: 2.0064, grad_norm: 3.7776 2020-07-30 16:43:58,510 - mmaction - INFO - Epoch [170][720/940] lr: 3.675e-03, eta: 4:24:04, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5445, top5_acc: 0.7660, loss_cls: 1.9903, loss: 1.9903, grad_norm: 3.8162 2020-07-30 16:44:26,762 - mmaction - INFO - Epoch [170][740/940] lr: 3.675e-03, eta: 4:23:31, time: 1.415, data_time: 0.006, memory: 5021, top1_acc: 0.5445, top5_acc: 0.7531, loss_cls: 2.0128, loss: 2.0128, grad_norm: 3.8332 2020-07-30 16:44:54,814 - mmaction - INFO - Epoch [170][760/940] lr: 3.675e-03, eta: 4:22:57, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.5307, top5_acc: 0.7584, loss_cls: 2.0209, loss: 2.0209, grad_norm: 3.8964 2020-07-30 16:45:22,700 - mmaction - INFO - Epoch [170][780/940] lr: 3.675e-03, eta: 4:22:24, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5437, top5_acc: 0.7561, loss_cls: 1.9855, loss: 1.9855, grad_norm: 3.8207 2020-07-30 16:45:50,703 - mmaction - INFO - Epoch [170][800/940] lr: 3.675e-03, eta: 4:21:50, time: 1.400, data_time: 0.007, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7547, loss_cls: 2.0121, loss: 2.0121, grad_norm: 3.8499 2020-07-30 16:46:18,849 - mmaction - INFO - Epoch [170][820/940] lr: 3.675e-03, eta: 4:21:17, time: 1.409, data_time: 0.006, memory: 5021, top1_acc: 0.5420, top5_acc: 0.7562, loss_cls: 1.9977, loss: 1.9977, grad_norm: 3.8213 2020-07-30 16:46:46,504 - mmaction - INFO - Epoch [170][840/940] lr: 3.675e-03, eta: 4:20:43, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5451, top5_acc: 0.7609, loss_cls: 1.9683, loss: 1.9683, grad_norm: 3.8825 2020-07-30 16:47:14,684 - mmaction - INFO - Epoch [170][860/940] lr: 3.675e-03, eta: 4:20:10, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7574, loss_cls: 1.9664, loss: 1.9664, grad_norm: 3.8164 2020-07-30 16:47:42,465 - mmaction - INFO - Epoch [170][880/940] lr: 3.675e-03, eta: 4:19:36, time: 1.390, data_time: 0.003, memory: 5021, top1_acc: 0.5412, top5_acc: 0.7568, loss_cls: 1.9990, loss: 1.9990, grad_norm: 3.8379 2020-07-30 16:48:10,945 - mmaction - INFO - Epoch [170][900/940] lr: 3.675e-03, eta: 4:19:03, time: 1.424, data_time: 0.006, memory: 5021, top1_acc: 0.5443, top5_acc: 0.7541, loss_cls: 2.0089, loss: 2.0089, grad_norm: 3.8366 2020-07-30 16:48:38,436 - mmaction - INFO - Epoch [170][920/940] lr: 3.675e-03, eta: 4:18:29, time: 1.375, data_time: 0.002, memory: 5021, top1_acc: 0.5385, top5_acc: 0.7494, loss_cls: 2.0228, loss: 2.0228, grad_norm: 3.9459 2020-07-30 16:49:05,198 - mmaction - INFO - Epoch [170][940/940] lr: 3.675e-03, eta: 4:17:56, time: 1.336, data_time: 0.006, memory: 5021, top1_acc: 0.5444, top5_acc: 0.7585, loss_cls: 2.0154, loss: 2.0154, grad_norm: 3.9080 2020-07-30 16:49:05,546 - mmaction - INFO - Saving checkpoint at 170 epochs 2020-07-30 16:52:05,443 - mmaction - INFO - Epoch [171][20/940] lr: 3.038e-03, eta: 4:17:39, time: 8.951, data_time: 0.367, memory: 5021, top1_acc: 0.5428, top5_acc: 0.7516, loss_cls: 2.0000, loss: 2.0000, grad_norm: 3.8858 2020-07-30 16:52:33,011 - mmaction - INFO - Epoch [171][40/940] lr: 3.038e-03, eta: 4:17:05, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7561, loss_cls: 1.9969, loss: 1.9969, grad_norm: 3.8865 2020-07-30 16:53:00,728 - mmaction - INFO - Epoch [171][60/940] lr: 3.038e-03, eta: 4:16:32, time: 1.386, data_time: 0.006, memory: 5021, top1_acc: 0.5436, top5_acc: 0.7652, loss_cls: 1.9882, loss: 1.9882, grad_norm: 3.8542 2020-07-30 16:53:28,540 - mmaction - INFO - Epoch [171][80/940] lr: 3.038e-03, eta: 4:15:58, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7662, loss_cls: 1.9494, loss: 1.9494, grad_norm: 3.8507 2020-07-30 16:53:56,302 - mmaction - INFO - Epoch [171][100/940] lr: 3.038e-03, eta: 4:15:25, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.5490, top5_acc: 0.7609, loss_cls: 1.9786, loss: 1.9786, grad_norm: 3.8949 2020-07-30 16:54:24,357 - mmaction - INFO - Epoch [171][120/940] lr: 3.038e-03, eta: 4:14:51, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5418, top5_acc: 0.7574, loss_cls: 1.9975, loss: 1.9975, grad_norm: 3.8717 2020-07-30 16:54:52,414 - mmaction - INFO - Epoch [171][140/940] lr: 3.038e-03, eta: 4:14:18, time: 1.403, data_time: 0.002, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7666, loss_cls: 1.9610, loss: 1.9610, grad_norm: 3.8637 2020-07-30 16:55:20,552 - mmaction - INFO - Epoch [171][160/940] lr: 3.038e-03, eta: 4:13:44, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5480, top5_acc: 0.7594, loss_cls: 1.9865, loss: 1.9865, grad_norm: 3.8458 2020-07-30 16:55:48,436 - mmaction - INFO - Epoch [171][180/940] lr: 3.038e-03, eta: 4:13:11, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.5559, top5_acc: 0.7650, loss_cls: 1.9446, loss: 1.9446, grad_norm: 3.8246 2020-07-30 16:56:16,952 - mmaction - INFO - Epoch [171][200/940] lr: 3.038e-03, eta: 4:12:37, time: 1.425, data_time: 0.004, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7604, loss_cls: 1.9828, loss: 1.9828, grad_norm: 3.8405 2020-07-30 16:56:44,869 - mmaction - INFO - Epoch [171][220/940] lr: 3.038e-03, eta: 4:12:04, time: 1.396, data_time: 0.002, memory: 5021, top1_acc: 0.5447, top5_acc: 0.7682, loss_cls: 1.9721, loss: 1.9721, grad_norm: 3.9017 2020-07-30 16:57:12,605 - mmaction - INFO - Epoch [171][240/940] lr: 3.038e-03, eta: 4:11:30, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.5494, top5_acc: 0.7592, loss_cls: 1.9709, loss: 1.9709, grad_norm: 3.8877 2020-07-30 16:57:40,554 - mmaction - INFO - Epoch [171][260/940] lr: 3.038e-03, eta: 4:10:57, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.5451, top5_acc: 0.7643, loss_cls: 1.9526, loss: 1.9526, grad_norm: 3.8416 2020-07-30 16:58:09,027 - mmaction - INFO - Epoch [171][280/940] lr: 3.038e-03, eta: 4:10:23, time: 1.424, data_time: 0.005, memory: 5021, top1_acc: 0.5486, top5_acc: 0.7656, loss_cls: 1.9787, loss: 1.9787, grad_norm: 3.8672 2020-07-30 16:58:37,006 - mmaction - INFO - Epoch [171][300/940] lr: 3.038e-03, eta: 4:09:50, time: 1.399, data_time: 0.003, memory: 5021, top1_acc: 0.5379, top5_acc: 0.7602, loss_cls: 2.0180, loss: 2.0180, grad_norm: 3.9212 2020-07-30 16:59:04,848 - mmaction - INFO - Epoch [171][320/940] lr: 3.038e-03, eta: 4:09:16, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7527, loss_cls: 1.9966, loss: 1.9966, grad_norm: 3.8239 2020-07-30 16:59:32,684 - mmaction - INFO - Epoch [171][340/940] lr: 3.038e-03, eta: 4:08:43, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.5332, top5_acc: 0.7609, loss_cls: 1.9942, loss: 1.9942, grad_norm: 3.8812 2020-07-30 17:00:00,772 - mmaction - INFO - Epoch [171][360/940] lr: 3.038e-03, eta: 4:08:10, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5404, top5_acc: 0.7559, loss_cls: 2.0143, loss: 2.0143, grad_norm: 3.9296 2020-07-30 17:00:33,067 - mmaction - INFO - Epoch [171][380/940] lr: 3.038e-03, eta: 4:07:37, time: 1.608, data_time: 0.006, memory: 5021, top1_acc: 0.5361, top5_acc: 0.7584, loss_cls: 2.0022, loss: 2.0022, grad_norm: 3.9008 2020-07-30 17:01:01,345 - mmaction - INFO - Epoch [171][400/940] lr: 3.038e-03, eta: 4:07:03, time: 1.421, data_time: 0.020, memory: 5021, top1_acc: 0.5467, top5_acc: 0.7650, loss_cls: 1.9669, loss: 1.9669, grad_norm: 3.9026 2020-07-30 17:01:29,773 - mmaction - INFO - Epoch [171][420/940] lr: 3.038e-03, eta: 4:06:30, time: 1.423, data_time: 0.005, memory: 5021, top1_acc: 0.5299, top5_acc: 0.7502, loss_cls: 2.0418, loss: 2.0418, grad_norm: 3.9257 2020-07-30 17:01:57,738 - mmaction - INFO - Epoch [171][440/940] lr: 3.038e-03, eta: 4:05:56, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5467, top5_acc: 0.7543, loss_cls: 1.9788, loss: 1.9788, grad_norm: 3.8574 2020-07-30 17:02:25,639 - mmaction - INFO - Epoch [171][460/940] lr: 3.038e-03, eta: 4:05:23, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5447, top5_acc: 0.7557, loss_cls: 1.9972, loss: 1.9972, grad_norm: 3.8884 2020-07-30 17:02:53,390 - mmaction - INFO - Epoch [171][480/940] lr: 3.038e-03, eta: 4:04:49, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.5500, top5_acc: 0.7555, loss_cls: 1.9879, loss: 1.9879, grad_norm: 3.8494 2020-07-30 17:03:21,291 - mmaction - INFO - Epoch [171][500/940] lr: 3.038e-03, eta: 4:04:16, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5543, top5_acc: 0.7676, loss_cls: 1.9489, loss: 1.9489, grad_norm: 3.9232 2020-07-30 17:03:49,627 - mmaction - INFO - Epoch [171][520/940] lr: 3.038e-03, eta: 4:03:42, time: 1.415, data_time: 0.004, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7551, loss_cls: 1.9678, loss: 1.9678, grad_norm: 3.8499 2020-07-30 17:04:17,578 - mmaction - INFO - Epoch [171][540/940] lr: 3.038e-03, eta: 4:03:09, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5445, top5_acc: 0.7584, loss_cls: 1.9771, loss: 1.9771, grad_norm: 3.8911 2020-07-30 17:04:45,752 - mmaction - INFO - Epoch [171][560/940] lr: 3.038e-03, eta: 4:02:36, time: 1.411, data_time: 0.006, memory: 5021, top1_acc: 0.5424, top5_acc: 0.7541, loss_cls: 2.0207, loss: 2.0207, grad_norm: 3.9770 2020-07-30 17:05:14,131 - mmaction - INFO - Epoch [171][580/940] lr: 3.038e-03, eta: 4:02:02, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5541, top5_acc: 0.7580, loss_cls: 1.9543, loss: 1.9543, grad_norm: 3.8837 2020-07-30 17:05:41,955 - mmaction - INFO - Epoch [171][600/940] lr: 3.038e-03, eta: 4:01:29, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7678, loss_cls: 1.9440, loss: 1.9440, grad_norm: 3.8328 2020-07-30 17:06:10,249 - mmaction - INFO - Epoch [171][620/940] lr: 3.038e-03, eta: 4:00:55, time: 1.414, data_time: 0.002, memory: 5021, top1_acc: 0.5465, top5_acc: 0.7650, loss_cls: 1.9536, loss: 1.9536, grad_norm: 3.9235 2020-07-30 17:06:38,418 - mmaction - INFO - Epoch [171][640/940] lr: 3.038e-03, eta: 4:00:22, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5521, top5_acc: 0.7650, loss_cls: 1.9570, loss: 1.9570, grad_norm: 3.9166 2020-07-30 17:07:06,192 - mmaction - INFO - Epoch [171][660/940] lr: 3.038e-03, eta: 3:59:48, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.5363, top5_acc: 0.7625, loss_cls: 2.0035, loss: 2.0035, grad_norm: 3.9655 2020-07-30 17:07:34,124 - mmaction - INFO - Epoch [171][680/940] lr: 3.038e-03, eta: 3:59:15, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5621, top5_acc: 0.7602, loss_cls: 1.9668, loss: 1.9668, grad_norm: 3.8879 2020-07-30 17:08:01,946 - mmaction - INFO - Epoch [171][700/940] lr: 3.038e-03, eta: 3:58:42, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7580, loss_cls: 1.9925, loss: 1.9925, grad_norm: 3.9026 2020-07-30 17:08:30,419 - mmaction - INFO - Epoch [171][720/940] lr: 3.038e-03, eta: 3:58:08, time: 1.426, data_time: 0.005, memory: 5021, top1_acc: 0.5449, top5_acc: 0.7674, loss_cls: 1.9747, loss: 1.9747, grad_norm: 3.9203 2020-07-30 17:08:58,062 - mmaction - INFO - Epoch [171][740/940] lr: 3.038e-03, eta: 3:57:35, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9784, loss: 1.9784, grad_norm: 3.9416 2020-07-30 17:09:26,716 - mmaction - INFO - Epoch [171][760/940] lr: 3.038e-03, eta: 3:57:01, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7594, loss_cls: 1.9744, loss: 1.9744, grad_norm: 3.9760 2020-07-30 17:09:54,680 - mmaction - INFO - Epoch [171][780/940] lr: 3.038e-03, eta: 3:56:28, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5600, top5_acc: 0.7707, loss_cls: 1.9154, loss: 1.9154, grad_norm: 3.8304 2020-07-30 17:10:22,482 - mmaction - INFO - Epoch [171][800/940] lr: 3.038e-03, eta: 3:55:55, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7564, loss_cls: 2.0138, loss: 2.0138, grad_norm: 3.9893 2020-07-30 17:10:50,763 - mmaction - INFO - Epoch [171][820/940] lr: 3.038e-03, eta: 3:55:21, time: 1.416, data_time: 0.005, memory: 5021, top1_acc: 0.5496, top5_acc: 0.7617, loss_cls: 1.9516, loss: 1.9516, grad_norm: 3.8770 2020-07-30 17:11:18,689 - mmaction - INFO - Epoch [171][840/940] lr: 3.038e-03, eta: 3:54:48, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5350, top5_acc: 0.7580, loss_cls: 2.0263, loss: 2.0263, grad_norm: 3.9494 2020-07-30 17:11:46,264 - mmaction - INFO - Epoch [171][860/940] lr: 3.038e-03, eta: 3:54:14, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5547, top5_acc: 0.7648, loss_cls: 1.9880, loss: 1.9880, grad_norm: 3.8695 2020-07-30 17:12:14,250 - mmaction - INFO - Epoch [171][880/940] lr: 3.038e-03, eta: 3:53:41, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5447, top5_acc: 0.7529, loss_cls: 2.0013, loss: 2.0013, grad_norm: 3.8991 2020-07-30 17:12:41,807 - mmaction - INFO - Epoch [171][900/940] lr: 3.038e-03, eta: 3:53:07, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.5416, top5_acc: 0.7604, loss_cls: 1.9732, loss: 1.9732, grad_norm: 3.9054 2020-07-30 17:13:10,129 - mmaction - INFO - Epoch [171][920/940] lr: 3.038e-03, eta: 3:52:34, time: 1.415, data_time: 0.005, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7586, loss_cls: 1.9887, loss: 1.9887, grad_norm: 3.9004 2020-07-30 17:13:37,174 - mmaction - INFO - Epoch [171][940/940] lr: 3.038e-03, eta: 3:52:01, time: 1.354, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7589, loss_cls: 1.9949, loss: 1.9949, grad_norm: 4.0098 2020-07-30 17:13:37,540 - mmaction - INFO - Saving checkpoint at 171 epochs 2020-07-30 17:17:58,289 - mmaction - INFO - Epoch [172][20/940] lr: 2.462e-03, eta: 3:51:50, time: 12.978, data_time: 0.483, memory: 5021, top1_acc: 0.5426, top5_acc: 0.7605, loss_cls: 1.9923, loss: 1.9923, grad_norm: 3.9206 2020-07-30 17:18:25,831 - mmaction - INFO - Epoch [172][40/940] lr: 2.462e-03, eta: 3:51:16, time: 1.378, data_time: 0.006, memory: 5021, top1_acc: 0.5406, top5_acc: 0.7555, loss_cls: 2.0090, loss: 2.0090, grad_norm: 3.9525 2020-07-30 17:18:53,137 - mmaction - INFO - Epoch [172][60/940] lr: 2.462e-03, eta: 3:50:43, time: 1.366, data_time: 0.003, memory: 5021, top1_acc: 0.5467, top5_acc: 0.7637, loss_cls: 1.9571, loss: 1.9571, grad_norm: 3.8984 2020-07-30 17:19:20,529 - mmaction - INFO - Epoch [172][80/940] lr: 2.462e-03, eta: 3:50:09, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.5529, top5_acc: 0.7674, loss_cls: 1.9250, loss: 1.9250, grad_norm: 3.8346 2020-07-30 17:19:48,167 - mmaction - INFO - Epoch [172][100/940] lr: 2.462e-03, eta: 3:49:36, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5451, top5_acc: 0.7596, loss_cls: 1.9536, loss: 1.9536, grad_norm: 3.8724 2020-07-30 17:20:16,269 - mmaction - INFO - Epoch [172][120/940] lr: 2.462e-03, eta: 3:49:02, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.5473, top5_acc: 0.7660, loss_cls: 1.9678, loss: 1.9678, grad_norm: 3.9286 2020-07-30 17:20:44,116 - mmaction - INFO - Epoch [172][140/940] lr: 2.462e-03, eta: 3:48:29, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7654, loss_cls: 1.9653, loss: 1.9653, grad_norm: 3.8946 2020-07-30 17:21:12,109 - mmaction - INFO - Epoch [172][160/940] lr: 2.462e-03, eta: 3:47:56, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7621, loss_cls: 1.9733, loss: 1.9733, grad_norm: 3.8633 2020-07-30 17:21:40,200 - mmaction - INFO - Epoch [172][180/940] lr: 2.462e-03, eta: 3:47:22, time: 1.405, data_time: 0.002, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7650, loss_cls: 1.9322, loss: 1.9322, grad_norm: 3.9276 2020-07-30 17:22:08,074 - mmaction - INFO - Epoch [172][200/940] lr: 2.462e-03, eta: 3:46:49, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5578, top5_acc: 0.7641, loss_cls: 1.9525, loss: 1.9525, grad_norm: 3.8452 2020-07-30 17:22:35,825 - mmaction - INFO - Epoch [172][220/940] lr: 2.462e-03, eta: 3:46:15, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.5473, top5_acc: 0.7588, loss_cls: 1.9574, loss: 1.9574, grad_norm: 3.8657 2020-07-30 17:23:04,301 - mmaction - INFO - Epoch [172][240/940] lr: 2.462e-03, eta: 3:45:42, time: 1.422, data_time: 0.002, memory: 5021, top1_acc: 0.5514, top5_acc: 0.7682, loss_cls: 1.9424, loss: 1.9424, grad_norm: 3.8499 2020-07-30 17:23:32,644 - mmaction - INFO - Epoch [172][260/940] lr: 2.462e-03, eta: 3:45:08, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7607, loss_cls: 1.9739, loss: 1.9739, grad_norm: 3.8772 2020-07-30 17:24:00,751 - mmaction - INFO - Epoch [172][280/940] lr: 2.462e-03, eta: 3:44:35, time: 1.406, data_time: 0.007, memory: 5021, top1_acc: 0.5449, top5_acc: 0.7576, loss_cls: 1.9974, loss: 1.9974, grad_norm: 3.9266 2020-07-30 17:24:28,936 - mmaction - INFO - Epoch [172][300/940] lr: 2.462e-03, eta: 3:44:02, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5467, top5_acc: 0.7596, loss_cls: 1.9610, loss: 1.9610, grad_norm: 3.9029 2020-07-30 17:24:56,812 - mmaction - INFO - Epoch [172][320/940] lr: 2.462e-03, eta: 3:43:28, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5473, top5_acc: 0.7693, loss_cls: 1.9518, loss: 1.9518, grad_norm: 3.9632 2020-07-30 17:25:25,208 - mmaction - INFO - Epoch [172][340/940] lr: 2.462e-03, eta: 3:42:55, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.5477, top5_acc: 0.7695, loss_cls: 1.9615, loss: 1.9615, grad_norm: 3.9548 2020-07-30 17:25:52,943 - mmaction - INFO - Epoch [172][360/940] lr: 2.462e-03, eta: 3:42:21, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.5506, top5_acc: 0.7654, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.9153 2020-07-30 17:26:21,052 - mmaction - INFO - Epoch [172][380/940] lr: 2.462e-03, eta: 3:41:48, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5553, top5_acc: 0.7740, loss_cls: 1.9373, loss: 1.9373, grad_norm: 3.9302 2020-07-30 17:26:48,721 - mmaction - INFO - Epoch [172][400/940] lr: 2.462e-03, eta: 3:41:15, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.5424, top5_acc: 0.7594, loss_cls: 1.9886, loss: 1.9886, grad_norm: 3.9807 2020-07-30 17:27:16,509 - mmaction - INFO - Epoch [172][420/940] lr: 2.462e-03, eta: 3:40:41, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.5369, top5_acc: 0.7590, loss_cls: 2.0224, loss: 2.0224, grad_norm: 4.0401 2020-07-30 17:27:44,288 - mmaction - INFO - Epoch [172][440/940] lr: 2.462e-03, eta: 3:40:08, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5619, top5_acc: 0.7695, loss_cls: 1.9160, loss: 1.9160, grad_norm: 3.9281 2020-07-30 17:28:12,375 - mmaction - INFO - Epoch [172][460/940] lr: 2.462e-03, eta: 3:39:34, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5443, top5_acc: 0.7578, loss_cls: 1.9846, loss: 1.9846, grad_norm: 3.9636 2020-07-30 17:28:40,804 - mmaction - INFO - Epoch [172][480/940] lr: 2.462e-03, eta: 3:39:01, time: 1.420, data_time: 0.002, memory: 5021, top1_acc: 0.5521, top5_acc: 0.7684, loss_cls: 1.9357, loss: 1.9357, grad_norm: 3.8539 2020-07-30 17:29:08,669 - mmaction - INFO - Epoch [172][500/940] lr: 2.462e-03, eta: 3:38:28, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5508, top5_acc: 0.7590, loss_cls: 1.9784, loss: 1.9784, grad_norm: 3.9288 2020-07-30 17:29:36,249 - mmaction - INFO - Epoch [172][520/940] lr: 2.462e-03, eta: 3:37:54, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.5541, top5_acc: 0.7553, loss_cls: 1.9667, loss: 1.9667, grad_norm: 3.9276 2020-07-30 17:30:04,119 - mmaction - INFO - Epoch [172][540/940] lr: 2.462e-03, eta: 3:37:21, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5576, top5_acc: 0.7629, loss_cls: 1.9527, loss: 1.9527, grad_norm: 3.9476 2020-07-30 17:30:32,043 - mmaction - INFO - Epoch [172][560/940] lr: 2.462e-03, eta: 3:36:47, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.5482, top5_acc: 0.7631, loss_cls: 1.9597, loss: 1.9597, grad_norm: 3.9494 2020-07-30 17:30:59,559 - mmaction - INFO - Epoch [172][580/940] lr: 2.462e-03, eta: 3:36:14, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9684, loss: 1.9684, grad_norm: 3.9881 2020-07-30 17:31:27,809 - mmaction - INFO - Epoch [172][600/940] lr: 2.462e-03, eta: 3:35:41, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7643, loss_cls: 1.9675, loss: 1.9675, grad_norm: 3.9541 2020-07-30 17:31:55,842 - mmaction - INFO - Epoch [172][620/940] lr: 2.462e-03, eta: 3:35:07, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5539, top5_acc: 0.7666, loss_cls: 1.9299, loss: 1.9299, grad_norm: 3.9039 2020-07-30 17:32:23,481 - mmaction - INFO - Epoch [172][640/940] lr: 2.462e-03, eta: 3:34:34, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.5416, top5_acc: 0.7578, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.9874 2020-07-30 17:32:51,350 - mmaction - INFO - Epoch [172][660/940] lr: 2.462e-03, eta: 3:34:01, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.5479, top5_acc: 0.7605, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.9860 2020-07-30 17:33:19,428 - mmaction - INFO - Epoch [172][680/940] lr: 2.462e-03, eta: 3:33:27, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5400, top5_acc: 0.7633, loss_cls: 1.9623, loss: 1.9623, grad_norm: 3.9907 2020-07-30 17:33:47,626 - mmaction - INFO - Epoch [172][700/940] lr: 2.462e-03, eta: 3:32:54, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.5561, top5_acc: 0.7582, loss_cls: 1.9660, loss: 1.9660, grad_norm: 3.9059 2020-07-30 17:34:15,331 - mmaction - INFO - Epoch [172][720/940] lr: 2.462e-03, eta: 3:32:20, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5436, top5_acc: 0.7559, loss_cls: 2.0079, loss: 2.0079, grad_norm: 3.9567 2020-07-30 17:34:43,233 - mmaction - INFO - Epoch [172][740/940] lr: 2.462e-03, eta: 3:31:47, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7639, loss_cls: 1.9571, loss: 1.9571, grad_norm: 3.9395 2020-07-30 17:35:11,330 - mmaction - INFO - Epoch [172][760/940] lr: 2.462e-03, eta: 3:31:14, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5586, top5_acc: 0.7682, loss_cls: 1.9433, loss: 1.9433, grad_norm: 3.9036 2020-07-30 17:35:39,324 - mmaction - INFO - Epoch [172][780/940] lr: 2.462e-03, eta: 3:30:40, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.5482, top5_acc: 0.7643, loss_cls: 1.9714, loss: 1.9714, grad_norm: 3.9243 2020-07-30 17:36:07,297 - mmaction - INFO - Epoch [172][800/940] lr: 2.462e-03, eta: 3:30:07, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.5541, top5_acc: 0.7684, loss_cls: 1.9472, loss: 1.9472, grad_norm: 3.9608 2020-07-30 17:36:35,439 - mmaction - INFO - Epoch [172][820/940] lr: 2.462e-03, eta: 3:29:34, time: 1.407, data_time: 0.003, memory: 5021, top1_acc: 0.5500, top5_acc: 0.7693, loss_cls: 1.9495, loss: 1.9495, grad_norm: 3.8988 2020-07-30 17:37:03,618 - mmaction - INFO - Epoch [172][840/940] lr: 2.462e-03, eta: 3:29:00, time: 1.407, data_time: 0.006, memory: 5021, top1_acc: 0.5514, top5_acc: 0.7645, loss_cls: 1.9725, loss: 1.9725, grad_norm: 4.0306 2020-07-30 17:37:31,307 - mmaction - INFO - Epoch [172][860/940] lr: 2.462e-03, eta: 3:28:27, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7520, loss_cls: 1.9975, loss: 1.9975, grad_norm: 3.9874 2020-07-30 17:37:59,786 - mmaction - INFO - Epoch [172][880/940] lr: 2.462e-03, eta: 3:27:54, time: 1.423, data_time: 0.006, memory: 5021, top1_acc: 0.5584, top5_acc: 0.7627, loss_cls: 1.9551, loss: 1.9551, grad_norm: 3.9713 2020-07-30 17:38:27,816 - mmaction - INFO - Epoch [172][900/940] lr: 2.462e-03, eta: 3:27:20, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5555, top5_acc: 0.7617, loss_cls: 1.9710, loss: 1.9710, grad_norm: 3.9244 2020-07-30 17:38:56,215 - mmaction - INFO - Epoch [172][920/940] lr: 2.462e-03, eta: 3:26:47, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5490, top5_acc: 0.7588, loss_cls: 1.9924, loss: 1.9924, grad_norm: 4.0171 2020-07-30 17:39:24,226 - mmaction - INFO - Epoch [172][940/940] lr: 2.462e-03, eta: 3:26:14, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.5519, top5_acc: 0.7561, loss_cls: 1.9901, loss: 1.9901, grad_norm: 4.0068 2020-07-30 17:39:24,474 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-07-30 17:41:41,132 - mmaction - INFO - Epoch [173][20/940] lr: 1.946e-03, eta: 3:25:50, time: 6.788, data_time: 0.359, memory: 5021, top1_acc: 0.5465, top5_acc: 0.7678, loss_cls: 1.9185, loss: 1.9185, grad_norm: 3.8644 2020-07-30 17:42:08,998 - mmaction - INFO - Epoch [173][40/940] lr: 1.946e-03, eta: 3:25:16, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7561, loss_cls: 1.9820, loss: 1.9820, grad_norm: 3.9860 2020-07-30 17:42:36,530 - mmaction - INFO - Epoch [173][60/940] lr: 1.946e-03, eta: 3:24:43, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.5516, top5_acc: 0.7725, loss_cls: 1.9320, loss: 1.9320, grad_norm: 3.8985 2020-07-30 17:43:04,337 - mmaction - INFO - Epoch [173][80/940] lr: 1.946e-03, eta: 3:24:10, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5506, top5_acc: 0.7807, loss_cls: 1.9136, loss: 1.9136, grad_norm: 3.9759 2020-07-30 17:43:32,290 - mmaction - INFO - Epoch [173][100/940] lr: 1.946e-03, eta: 3:23:36, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5512, top5_acc: 0.7566, loss_cls: 1.9726, loss: 1.9726, grad_norm: 3.8754 2020-07-30 17:44:00,572 - mmaction - INFO - Epoch [173][120/940] lr: 1.946e-03, eta: 3:23:03, time: 1.413, data_time: 0.004, memory: 5021, top1_acc: 0.5572, top5_acc: 0.7746, loss_cls: 1.9299, loss: 1.9299, grad_norm: 3.9517 2020-07-30 17:44:28,734 - mmaction - INFO - Epoch [173][140/940] lr: 1.946e-03, eta: 3:22:30, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5572, top5_acc: 0.7742, loss_cls: 1.9099, loss: 1.9099, grad_norm: 3.8721 2020-07-30 17:44:56,765 - mmaction - INFO - Epoch [173][160/940] lr: 1.946e-03, eta: 3:21:56, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5605, top5_acc: 0.7607, loss_cls: 1.9470, loss: 1.9470, grad_norm: 3.8720 2020-07-30 17:45:25,089 - mmaction - INFO - Epoch [173][180/940] lr: 1.946e-03, eta: 3:21:23, time: 1.418, data_time: 0.005, memory: 5021, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.9292, loss: 1.9292, grad_norm: 3.9379 2020-07-30 17:45:52,915 - mmaction - INFO - Epoch [173][200/940] lr: 1.946e-03, eta: 3:20:50, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5516, top5_acc: 0.7641, loss_cls: 1.9496, loss: 1.9496, grad_norm: 3.9455 2020-07-30 17:46:20,802 - mmaction - INFO - Epoch [173][220/940] lr: 1.946e-03, eta: 3:20:16, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.5422, top5_acc: 0.7590, loss_cls: 1.9862, loss: 1.9862, grad_norm: 3.9617 2020-07-30 17:46:48,637 - mmaction - INFO - Epoch [173][240/940] lr: 1.946e-03, eta: 3:19:43, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5424, top5_acc: 0.7568, loss_cls: 1.9995, loss: 1.9995, grad_norm: 4.0218 2020-07-30 17:47:16,288 - mmaction - INFO - Epoch [173][260/940] lr: 1.946e-03, eta: 3:19:09, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.5498, top5_acc: 0.7645, loss_cls: 1.9403, loss: 1.9403, grad_norm: 3.8879 2020-07-30 17:47:44,953 - mmaction - INFO - Epoch [173][280/940] lr: 1.946e-03, eta: 3:18:36, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.5547, top5_acc: 0.7697, loss_cls: 1.9336, loss: 1.9336, grad_norm: 3.9616 2020-07-30 17:48:12,675 - mmaction - INFO - Epoch [173][300/940] lr: 1.946e-03, eta: 3:18:03, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5453, top5_acc: 0.7621, loss_cls: 1.9501, loss: 1.9501, grad_norm: 3.9489 2020-07-30 17:48:40,823 - mmaction - INFO - Epoch [173][320/940] lr: 1.946e-03, eta: 3:17:30, time: 1.407, data_time: 0.002, memory: 5021, top1_acc: 0.5523, top5_acc: 0.7621, loss_cls: 1.9562, loss: 1.9562, grad_norm: 3.9207 2020-07-30 17:49:09,018 - mmaction - INFO - Epoch [173][340/940] lr: 1.946e-03, eta: 3:16:56, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5512, top5_acc: 0.7762, loss_cls: 1.9413, loss: 1.9413, grad_norm: 3.9582 2020-07-30 17:49:36,970 - mmaction - INFO - Epoch [173][360/940] lr: 1.946e-03, eta: 3:16:23, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5414, top5_acc: 0.7545, loss_cls: 1.9913, loss: 1.9913, grad_norm: 4.0255 2020-07-30 17:50:05,011 - mmaction - INFO - Epoch [173][380/940] lr: 1.946e-03, eta: 3:15:50, time: 1.404, data_time: 0.006, memory: 5021, top1_acc: 0.5467, top5_acc: 0.7555, loss_cls: 1.9807, loss: 1.9807, grad_norm: 3.9531 2020-07-30 17:50:33,101 - mmaction - INFO - Epoch [173][400/940] lr: 1.946e-03, eta: 3:15:16, time: 1.403, data_time: 0.002, memory: 5021, top1_acc: 0.5529, top5_acc: 0.7682, loss_cls: 1.9360, loss: 1.9360, grad_norm: 3.9755 2020-07-30 17:51:00,705 - mmaction - INFO - Epoch [173][420/940] lr: 1.946e-03, eta: 3:14:43, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.5521, top5_acc: 0.7592, loss_cls: 1.9578, loss: 1.9578, grad_norm: 3.9703 2020-07-30 17:51:28,633 - mmaction - INFO - Epoch [173][440/940] lr: 1.946e-03, eta: 3:14:10, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7576, loss_cls: 1.9690, loss: 1.9690, grad_norm: 4.0533 2020-07-30 17:51:56,620 - mmaction - INFO - Epoch [173][460/940] lr: 1.946e-03, eta: 3:13:36, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5441, top5_acc: 0.7541, loss_cls: 2.0114, loss: 2.0114, grad_norm: 3.9267 2020-07-30 17:52:24,348 - mmaction - INFO - Epoch [173][480/940] lr: 1.946e-03, eta: 3:13:03, time: 1.385, data_time: 0.002, memory: 5021, top1_acc: 0.5559, top5_acc: 0.7672, loss_cls: 1.9410, loss: 1.9410, grad_norm: 3.9537 2020-07-30 17:52:52,165 - mmaction - INFO - Epoch [173][500/940] lr: 1.946e-03, eta: 3:12:30, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5684, top5_acc: 0.7734, loss_cls: 1.9030, loss: 1.9030, grad_norm: 3.9593 2020-07-30 17:53:20,030 - mmaction - INFO - Epoch [173][520/940] lr: 1.946e-03, eta: 3:11:56, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7740, loss_cls: 1.9150, loss: 1.9150, grad_norm: 3.9628 2020-07-30 17:53:47,949 - mmaction - INFO - Epoch [173][540/940] lr: 1.946e-03, eta: 3:11:23, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5561, top5_acc: 0.7639, loss_cls: 1.9575, loss: 1.9575, grad_norm: 3.9831 2020-07-30 17:54:15,585 - mmaction - INFO - Epoch [173][560/940] lr: 1.946e-03, eta: 3:10:50, time: 1.382, data_time: 0.002, memory: 5021, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9733, loss: 1.9733, grad_norm: 4.0360 2020-07-30 17:54:43,238 - mmaction - INFO - Epoch [173][580/940] lr: 1.946e-03, eta: 3:10:16, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.5510, top5_acc: 0.7668, loss_cls: 1.9489, loss: 1.9489, grad_norm: 4.0197 2020-07-30 17:55:11,518 - mmaction - INFO - Epoch [173][600/940] lr: 1.946e-03, eta: 3:09:43, time: 1.417, data_time: 0.007, memory: 5021, top1_acc: 0.5561, top5_acc: 0.7744, loss_cls: 1.9133, loss: 1.9133, grad_norm: 3.9362 2020-07-30 17:55:39,391 - mmaction - INFO - Epoch [173][620/940] lr: 1.946e-03, eta: 3:09:10, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7703, loss_cls: 1.9304, loss: 1.9304, grad_norm: 3.8974 2020-07-30 17:56:08,098 - mmaction - INFO - Epoch [173][640/940] lr: 1.946e-03, eta: 3:08:37, time: 1.434, data_time: 0.002, memory: 5021, top1_acc: 0.5543, top5_acc: 0.7711, loss_cls: 1.9442, loss: 1.9442, grad_norm: 3.9359 2020-07-30 17:56:35,885 - mmaction - INFO - Epoch [173][660/940] lr: 1.946e-03, eta: 3:08:03, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5473, top5_acc: 0.7623, loss_cls: 1.9751, loss: 1.9751, grad_norm: 4.0330 2020-07-30 17:57:03,177 - mmaction - INFO - Epoch [173][680/940] lr: 1.946e-03, eta: 3:07:30, time: 1.364, data_time: 0.004, memory: 5021, top1_acc: 0.5422, top5_acc: 0.7572, loss_cls: 2.0045, loss: 2.0045, grad_norm: 3.9934 2020-07-30 17:57:31,169 - mmaction - INFO - Epoch [173][700/940] lr: 1.946e-03, eta: 3:06:57, time: 1.398, data_time: 0.004, memory: 5021, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9483, loss: 1.9483, grad_norm: 3.9601 2020-07-30 17:57:59,616 - mmaction - INFO - Epoch [173][720/940] lr: 1.946e-03, eta: 3:06:24, time: 1.424, data_time: 0.005, memory: 5021, top1_acc: 0.5580, top5_acc: 0.7717, loss_cls: 1.9286, loss: 1.9286, grad_norm: 3.9015 2020-07-30 17:58:27,806 - mmaction - INFO - Epoch [173][740/940] lr: 1.946e-03, eta: 3:05:50, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.5445, top5_acc: 0.7559, loss_cls: 2.0001, loss: 2.0001, grad_norm: 4.0710 2020-07-30 17:58:56,323 - mmaction - INFO - Epoch [173][760/940] lr: 1.946e-03, eta: 3:05:17, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7701, loss_cls: 1.9131, loss: 1.9131, grad_norm: 3.9104 2020-07-30 17:59:24,471 - mmaction - INFO - Epoch [173][780/940] lr: 1.946e-03, eta: 3:04:44, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.5527, top5_acc: 0.7666, loss_cls: 1.9501, loss: 1.9501, grad_norm: 3.9558 2020-07-30 17:59:52,043 - mmaction - INFO - Epoch [173][800/940] lr: 1.946e-03, eta: 3:04:10, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.5498, top5_acc: 0.7572, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.9329 2020-07-30 18:00:27,122 - mmaction - INFO - Epoch [173][820/940] lr: 1.946e-03, eta: 3:03:38, time: 1.748, data_time: 0.008, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7680, loss_cls: 1.9411, loss: 1.9411, grad_norm: 3.9553 2020-07-30 18:00:55,156 - mmaction - INFO - Epoch [173][840/940] lr: 1.946e-03, eta: 3:03:04, time: 1.407, data_time: 0.020, memory: 5021, top1_acc: 0.5418, top5_acc: 0.7551, loss_cls: 1.9843, loss: 1.9843, grad_norm: 4.0205 2020-07-30 18:01:22,666 - mmaction - INFO - Epoch [173][860/940] lr: 1.946e-03, eta: 3:02:31, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.5518, top5_acc: 0.7678, loss_cls: 1.9580, loss: 1.9580, grad_norm: 4.0018 2020-07-30 18:01:50,323 - mmaction - INFO - Epoch [173][880/940] lr: 1.946e-03, eta: 3:01:58, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5514, top5_acc: 0.7646, loss_cls: 1.9651, loss: 1.9651, grad_norm: 3.9856 2020-07-30 18:02:18,465 - mmaction - INFO - Epoch [173][900/940] lr: 1.946e-03, eta: 3:01:25, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.5531, top5_acc: 0.7707, loss_cls: 1.9337, loss: 1.9337, grad_norm: 3.9865 2020-07-30 18:02:46,352 - mmaction - INFO - Epoch [173][920/940] lr: 1.946e-03, eta: 3:00:51, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5523, top5_acc: 0.7670, loss_cls: 1.9859, loss: 1.9859, grad_norm: 3.9933 2020-07-30 18:03:14,538 - mmaction - INFO - Epoch [173][940/940] lr: 1.946e-03, eta: 3:00:18, time: 1.409, data_time: 0.005, memory: 5021, top1_acc: 0.5542, top5_acc: 0.7672, loss_cls: 1.9557, loss: 1.9557, grad_norm: 4.0465 2020-07-30 18:03:14,785 - mmaction - INFO - Saving checkpoint at 173 epochs 2020-07-30 18:10:02,463 - mmaction - INFO - Epoch [174][20/940] lr: 1.491e-03, eta: 3:00:13, time: 20.325, data_time: 0.473, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7645, loss_cls: 1.9309, loss: 1.9309, grad_norm: 3.9926 2020-07-30 18:10:29,831 - mmaction - INFO - Epoch [174][40/940] lr: 1.491e-03, eta: 2:59:40, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7619, loss_cls: 1.9660, loss: 1.9660, grad_norm: 4.0374 2020-07-30 18:10:57,158 - mmaction - INFO - Epoch [174][60/940] lr: 1.491e-03, eta: 2:59:06, time: 1.365, data_time: 0.005, memory: 5021, top1_acc: 0.5631, top5_acc: 0.7707, loss_cls: 1.9153, loss: 1.9153, grad_norm: 3.9897 2020-07-30 18:11:24,732 - mmaction - INFO - Epoch [174][80/940] lr: 1.491e-03, eta: 2:58:33, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.5475, top5_acc: 0.7725, loss_cls: 1.9509, loss: 1.9509, grad_norm: 4.0424 2020-07-30 18:11:52,306 - mmaction - INFO - Epoch [174][100/940] lr: 1.491e-03, eta: 2:58:00, time: 1.380, data_time: 0.006, memory: 5021, top1_acc: 0.5563, top5_acc: 0.7670, loss_cls: 1.9019, loss: 1.9019, grad_norm: 4.0001 2020-07-30 18:12:19,702 - mmaction - INFO - Epoch [174][120/940] lr: 1.491e-03, eta: 2:57:26, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.5619, top5_acc: 0.7600, loss_cls: 1.9531, loss: 1.9531, grad_norm: 3.9749 2020-07-30 18:12:47,622 - mmaction - INFO - Epoch [174][140/940] lr: 1.491e-03, eta: 2:56:53, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5574, top5_acc: 0.7748, loss_cls: 1.9120, loss: 1.9120, grad_norm: 4.0026 2020-07-30 18:13:15,528 - mmaction - INFO - Epoch [174][160/940] lr: 1.491e-03, eta: 2:56:20, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5590, top5_acc: 0.7775, loss_cls: 1.9084, loss: 1.9084, grad_norm: 3.9935 2020-07-30 18:13:43,347 - mmaction - INFO - Epoch [174][180/940] lr: 1.491e-03, eta: 2:55:46, time: 1.393, data_time: 0.007, memory: 5021, top1_acc: 0.5590, top5_acc: 0.7650, loss_cls: 1.9436, loss: 1.9436, grad_norm: 3.9035 2020-07-30 18:14:11,277 - mmaction - INFO - Epoch [174][200/940] lr: 1.491e-03, eta: 2:55:13, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7658, loss_cls: 1.9422, loss: 1.9422, grad_norm: 3.8956 2020-07-30 18:14:39,236 - mmaction - INFO - Epoch [174][220/940] lr: 1.491e-03, eta: 2:54:40, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5477, top5_acc: 0.7627, loss_cls: 1.9817, loss: 1.9817, grad_norm: 3.9886 2020-07-30 18:15:07,102 - mmaction - INFO - Epoch [174][240/940] lr: 1.491e-03, eta: 2:54:06, time: 1.392, data_time: 0.006, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7719, loss_cls: 1.9168, loss: 1.9168, grad_norm: 3.9545 2020-07-30 18:15:34,710 - mmaction - INFO - Epoch [174][260/940] lr: 1.491e-03, eta: 2:53:33, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5680, top5_acc: 0.7662, loss_cls: 1.9390, loss: 1.9390, grad_norm: 3.9571 2020-07-30 18:16:02,474 - mmaction - INFO - Epoch [174][280/940] lr: 1.491e-03, eta: 2:53:00, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5604, top5_acc: 0.7625, loss_cls: 1.9284, loss: 1.9284, grad_norm: 4.0202 2020-07-30 18:16:30,517 - mmaction - INFO - Epoch [174][300/940] lr: 1.491e-03, eta: 2:52:26, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5621, top5_acc: 0.7719, loss_cls: 1.9002, loss: 1.9002, grad_norm: 3.9750 2020-07-30 18:16:58,153 - mmaction - INFO - Epoch [174][320/940] lr: 1.491e-03, eta: 2:51:53, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.5531, top5_acc: 0.7666, loss_cls: 1.9351, loss: 1.9351, grad_norm: 4.0001 2020-07-30 18:17:25,931 - mmaction - INFO - Epoch [174][340/940] lr: 1.491e-03, eta: 2:51:20, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.5590, top5_acc: 0.7703, loss_cls: 1.9226, loss: 1.9226, grad_norm: 3.9938 2020-07-30 18:17:53,826 - mmaction - INFO - Epoch [174][360/940] lr: 1.491e-03, eta: 2:50:46, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5395, top5_acc: 0.7645, loss_cls: 2.0046, loss: 2.0046, grad_norm: 4.0872 2020-07-30 18:18:21,817 - mmaction - INFO - Epoch [174][380/940] lr: 1.491e-03, eta: 2:50:13, time: 1.400, data_time: 0.007, memory: 5021, top1_acc: 0.5531, top5_acc: 0.7670, loss_cls: 1.9318, loss: 1.9318, grad_norm: 4.0108 2020-07-30 18:18:50,119 - mmaction - INFO - Epoch [174][400/940] lr: 1.491e-03, eta: 2:49:40, time: 1.415, data_time: 0.006, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7656, loss_cls: 1.9659, loss: 1.9659, grad_norm: 4.0338 2020-07-30 18:19:18,187 - mmaction - INFO - Epoch [174][420/940] lr: 1.491e-03, eta: 2:49:06, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7570, loss_cls: 1.9881, loss: 1.9881, grad_norm: 4.0032 2020-07-30 18:19:46,112 - mmaction - INFO - Epoch [174][440/940] lr: 1.491e-03, eta: 2:48:33, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5516, top5_acc: 0.7598, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.0325 2020-07-30 18:20:14,138 - mmaction - INFO - Epoch [174][460/940] lr: 1.491e-03, eta: 2:48:00, time: 1.398, data_time: 0.002, memory: 5021, top1_acc: 0.5607, top5_acc: 0.7732, loss_cls: 1.9173, loss: 1.9173, grad_norm: 3.9933 2020-07-30 18:20:41,991 - mmaction - INFO - Epoch [174][480/940] lr: 1.491e-03, eta: 2:47:27, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.5566, top5_acc: 0.7773, loss_cls: 1.9070, loss: 1.9070, grad_norm: 4.0145 2020-07-30 18:21:09,620 - mmaction - INFO - Epoch [174][500/940] lr: 1.491e-03, eta: 2:46:53, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5525, top5_acc: 0.7635, loss_cls: 1.9526, loss: 1.9526, grad_norm: 4.0141 2020-07-30 18:21:37,748 - mmaction - INFO - Epoch [174][520/940] lr: 1.491e-03, eta: 2:46:20, time: 1.408, data_time: 0.005, memory: 5021, top1_acc: 0.5514, top5_acc: 0.7711, loss_cls: 1.9488, loss: 1.9488, grad_norm: 4.0742 2020-07-30 18:22:05,675 - mmaction - INFO - Epoch [174][540/940] lr: 1.491e-03, eta: 2:45:47, time: 1.396, data_time: 0.003, memory: 5021, top1_acc: 0.5635, top5_acc: 0.7676, loss_cls: 1.9108, loss: 1.9108, grad_norm: 3.9139 2020-07-30 18:22:33,327 - mmaction - INFO - Epoch [174][560/940] lr: 1.491e-03, eta: 2:45:13, time: 1.383, data_time: 0.002, memory: 5021, top1_acc: 0.5705, top5_acc: 0.7758, loss_cls: 1.8903, loss: 1.8903, grad_norm: 3.9122 2020-07-30 18:23:01,344 - mmaction - INFO - Epoch [174][580/940] lr: 1.491e-03, eta: 2:44:40, time: 1.401, data_time: 0.006, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7635, loss_cls: 1.9632, loss: 1.9632, grad_norm: 4.0274 2020-07-30 18:23:29,454 - mmaction - INFO - Epoch [174][600/940] lr: 1.491e-03, eta: 2:44:07, time: 1.406, data_time: 0.004, memory: 5021, top1_acc: 0.5494, top5_acc: 0.7637, loss_cls: 1.9542, loss: 1.9542, grad_norm: 4.0869 2020-07-30 18:23:57,506 - mmaction - INFO - Epoch [174][620/940] lr: 1.491e-03, eta: 2:43:34, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5670, top5_acc: 0.7773, loss_cls: 1.9067, loss: 1.9067, grad_norm: 4.0325 2020-07-30 18:24:25,375 - mmaction - INFO - Epoch [174][640/940] lr: 1.491e-03, eta: 2:43:00, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.5648, top5_acc: 0.7664, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.0062 2020-07-30 18:24:53,732 - mmaction - INFO - Epoch [174][660/940] lr: 1.491e-03, eta: 2:42:27, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5713, top5_acc: 0.7768, loss_cls: 1.8597, loss: 1.8597, grad_norm: 3.9439 2020-07-30 18:25:21,559 - mmaction - INFO - Epoch [174][680/940] lr: 1.491e-03, eta: 2:41:54, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7670, loss_cls: 1.9213, loss: 1.9213, grad_norm: 3.9675 2020-07-30 18:25:49,646 - mmaction - INFO - Epoch [174][700/940] lr: 1.491e-03, eta: 2:41:21, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.5646, top5_acc: 0.7707, loss_cls: 1.9198, loss: 1.9198, grad_norm: 3.9665 2020-07-30 18:26:17,278 - mmaction - INFO - Epoch [174][720/940] lr: 1.491e-03, eta: 2:40:47, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5527, top5_acc: 0.7633, loss_cls: 1.9700, loss: 1.9700, grad_norm: 4.0620 2020-07-30 18:26:45,122 - mmaction - INFO - Epoch [174][740/940] lr: 1.491e-03, eta: 2:40:14, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5563, top5_acc: 0.7631, loss_cls: 1.9730, loss: 1.9730, grad_norm: 4.1042 2020-07-30 18:27:13,240 - mmaction - INFO - Epoch [174][760/940] lr: 1.491e-03, eta: 2:39:41, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5504, top5_acc: 0.7592, loss_cls: 1.9895, loss: 1.9895, grad_norm: 4.0224 2020-07-30 18:27:41,070 - mmaction - INFO - Epoch [174][780/940] lr: 1.491e-03, eta: 2:39:08, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.5531, top5_acc: 0.7645, loss_cls: 1.9649, loss: 1.9649, grad_norm: 3.9872 2020-07-30 18:28:09,028 - mmaction - INFO - Epoch [174][800/940] lr: 1.491e-03, eta: 2:38:34, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5588, top5_acc: 0.7721, loss_cls: 1.9202, loss: 1.9202, grad_norm: 3.8947 2020-07-30 18:28:36,949 - mmaction - INFO - Epoch [174][820/940] lr: 1.491e-03, eta: 2:38:01, time: 1.396, data_time: 0.003, memory: 5021, top1_acc: 0.5592, top5_acc: 0.7691, loss_cls: 1.9376, loss: 1.9376, grad_norm: 3.9852 2020-07-30 18:29:04,596 - mmaction - INFO - Epoch [174][840/940] lr: 1.491e-03, eta: 2:37:28, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5490, top5_acc: 0.7588, loss_cls: 1.9689, loss: 1.9689, grad_norm: 3.9500 2020-07-30 18:29:32,694 - mmaction - INFO - Epoch [174][860/940] lr: 1.491e-03, eta: 2:36:55, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5543, top5_acc: 0.7553, loss_cls: 1.9563, loss: 1.9563, grad_norm: 3.9609 2020-07-30 18:30:00,542 - mmaction - INFO - Epoch [174][880/940] lr: 1.491e-03, eta: 2:36:21, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7658, loss_cls: 1.9499, loss: 1.9499, grad_norm: 4.0120 2020-07-30 18:30:28,586 - mmaction - INFO - Epoch [174][900/940] lr: 1.491e-03, eta: 2:35:48, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5650, top5_acc: 0.7695, loss_cls: 1.9035, loss: 1.9035, grad_norm: 3.9764 2020-07-30 18:30:56,375 - mmaction - INFO - Epoch [174][920/940] lr: 1.491e-03, eta: 2:35:15, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5691, top5_acc: 0.7709, loss_cls: 1.9152, loss: 1.9152, grad_norm: 3.9709 2020-07-30 18:31:23,198 - mmaction - INFO - Epoch [174][940/940] lr: 1.491e-03, eta: 2:34:42, time: 1.340, data_time: 0.005, memory: 5021, top1_acc: 0.5489, top5_acc: 0.7658, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.0289 2020-07-30 18:31:23,451 - mmaction - INFO - Saving checkpoint at 174 epochs 2020-07-30 18:36:02,211 - mmaction - INFO - Epoch [175][20/940] lr: 1.096e-03, eta: 2:34:24, time: 13.894, data_time: 0.353, memory: 5021, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.9160, loss: 1.9160, grad_norm: 4.0508 2020-07-30 18:36:29,413 - mmaction - INFO - Epoch [175][40/940] lr: 1.096e-03, eta: 2:33:51, time: 1.360, data_time: 0.002, memory: 5021, top1_acc: 0.5602, top5_acc: 0.7643, loss_cls: 1.9316, loss: 1.9316, grad_norm: 3.9717 2020-07-30 18:36:57,009 - mmaction - INFO - Epoch [175][60/940] lr: 1.096e-03, eta: 2:33:17, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7775, loss_cls: 1.9012, loss: 1.9012, grad_norm: 3.9434 2020-07-30 18:37:24,534 - mmaction - INFO - Epoch [175][80/940] lr: 1.096e-03, eta: 2:32:44, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.5547, top5_acc: 0.7746, loss_cls: 1.9024, loss: 1.9024, grad_norm: 4.0042 2020-07-30 18:37:52,428 - mmaction - INFO - Epoch [175][100/940] lr: 1.096e-03, eta: 2:32:11, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5607, top5_acc: 0.7705, loss_cls: 1.9317, loss: 1.9317, grad_norm: 3.9970 2020-07-30 18:38:20,419 - mmaction - INFO - Epoch [175][120/940] lr: 1.096e-03, eta: 2:31:38, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.5564, top5_acc: 0.7697, loss_cls: 1.9329, loss: 1.9329, grad_norm: 3.9696 2020-07-30 18:38:47,948 - mmaction - INFO - Epoch [175][140/940] lr: 1.096e-03, eta: 2:31:04, time: 1.376, data_time: 0.003, memory: 5021, top1_acc: 0.5619, top5_acc: 0.7768, loss_cls: 1.8984, loss: 1.8984, grad_norm: 3.9382 2020-07-30 18:39:15,895 - mmaction - INFO - Epoch [175][160/940] lr: 1.096e-03, eta: 2:30:31, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.5605, top5_acc: 0.7717, loss_cls: 1.9074, loss: 1.9074, grad_norm: 3.9845 2020-07-30 18:39:43,784 - mmaction - INFO - Epoch [175][180/940] lr: 1.096e-03, eta: 2:29:58, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5654, top5_acc: 0.7693, loss_cls: 1.9067, loss: 1.9067, grad_norm: 3.9252 2020-07-30 18:40:11,570 - mmaction - INFO - Epoch [175][200/940] lr: 1.096e-03, eta: 2:29:24, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5439, top5_acc: 0.7660, loss_cls: 1.9464, loss: 1.9464, grad_norm: 4.0223 2020-07-30 18:40:39,316 - mmaction - INFO - Epoch [175][220/940] lr: 1.096e-03, eta: 2:28:51, time: 1.387, data_time: 0.002, memory: 5021, top1_acc: 0.5684, top5_acc: 0.7717, loss_cls: 1.8882, loss: 1.8882, grad_norm: 3.9263 2020-07-30 18:41:07,259 - mmaction - INFO - Epoch [175][240/940] lr: 1.096e-03, eta: 2:28:18, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7662, loss_cls: 1.9348, loss: 1.9348, grad_norm: 4.0129 2020-07-30 18:41:35,362 - mmaction - INFO - Epoch [175][260/940] lr: 1.096e-03, eta: 2:27:45, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5742, top5_acc: 0.7697, loss_cls: 1.8954, loss: 1.8954, grad_norm: 3.9908 2020-07-30 18:42:03,339 - mmaction - INFO - Epoch [175][280/940] lr: 1.096e-03, eta: 2:27:11, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7676, loss_cls: 1.9362, loss: 1.9362, grad_norm: 4.0566 2020-07-30 18:42:31,837 - mmaction - INFO - Epoch [175][300/940] lr: 1.096e-03, eta: 2:26:38, time: 1.425, data_time: 0.006, memory: 5021, top1_acc: 0.5592, top5_acc: 0.7744, loss_cls: 1.9005, loss: 1.9005, grad_norm: 3.9324 2020-07-30 18:43:00,881 - mmaction - INFO - Epoch [175][320/940] lr: 1.096e-03, eta: 2:26:05, time: 1.455, data_time: 0.006, memory: 5021, top1_acc: 0.5584, top5_acc: 0.7527, loss_cls: 1.9712, loss: 1.9712, grad_norm: 4.0408 2020-07-30 18:43:28,881 - mmaction - INFO - Epoch [175][340/940] lr: 1.096e-03, eta: 2:25:32, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.5715, top5_acc: 0.7795, loss_cls: 1.8734, loss: 1.8734, grad_norm: 3.9376 2020-07-30 18:43:56,722 - mmaction - INFO - Epoch [175][360/940] lr: 1.096e-03, eta: 2:24:59, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.5602, top5_acc: 0.7646, loss_cls: 1.9419, loss: 1.9419, grad_norm: 4.1072 2020-07-30 18:44:24,346 - mmaction - INFO - Epoch [175][380/940] lr: 1.096e-03, eta: 2:24:25, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.5506, top5_acc: 0.7662, loss_cls: 1.9510, loss: 1.9510, grad_norm: 4.0497 2020-07-30 18:44:52,718 - mmaction - INFO - Epoch [175][400/940] lr: 1.096e-03, eta: 2:23:52, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5635, top5_acc: 0.7732, loss_cls: 1.9211, loss: 1.9211, grad_norm: 4.0091 2020-07-30 18:45:20,878 - mmaction - INFO - Epoch [175][420/940] lr: 1.096e-03, eta: 2:23:19, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5514, top5_acc: 0.7646, loss_cls: 1.9604, loss: 1.9604, grad_norm: 4.0446 2020-07-30 18:45:48,926 - mmaction - INFO - Epoch [175][440/940] lr: 1.096e-03, eta: 2:22:46, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5652, top5_acc: 0.7621, loss_cls: 1.9317, loss: 1.9317, grad_norm: 3.9984 2020-07-30 18:46:16,892 - mmaction - INFO - Epoch [175][460/940] lr: 1.096e-03, eta: 2:22:12, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7607, loss_cls: 1.9457, loss: 1.9457, grad_norm: 4.0231 2020-07-30 18:46:45,596 - mmaction - INFO - Epoch [175][480/940] lr: 1.096e-03, eta: 2:21:39, time: 1.433, data_time: 0.004, memory: 5021, top1_acc: 0.5564, top5_acc: 0.7670, loss_cls: 1.9375, loss: 1.9375, grad_norm: 4.0651 2020-07-30 18:47:13,887 - mmaction - INFO - Epoch [175][500/940] lr: 1.096e-03, eta: 2:21:06, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.5545, top5_acc: 0.7689, loss_cls: 1.9531, loss: 1.9531, grad_norm: 4.0406 2020-07-30 18:47:42,042 - mmaction - INFO - Epoch [175][520/940] lr: 1.096e-03, eta: 2:20:33, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7715, loss_cls: 1.9354, loss: 1.9354, grad_norm: 4.0491 2020-07-30 18:48:09,925 - mmaction - INFO - Epoch [175][540/940] lr: 1.096e-03, eta: 2:20:00, time: 1.397, data_time: 0.006, memory: 5021, top1_acc: 0.5617, top5_acc: 0.7623, loss_cls: 1.9392, loss: 1.9392, grad_norm: 3.9940 2020-07-30 18:48:37,498 - mmaction - INFO - Epoch [175][560/940] lr: 1.096e-03, eta: 2:19:26, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.5551, top5_acc: 0.7672, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.0367 2020-07-30 18:49:05,388 - mmaction - INFO - Epoch [175][580/940] lr: 1.096e-03, eta: 2:18:53, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5563, top5_acc: 0.7686, loss_cls: 1.9222, loss: 1.9222, grad_norm: 4.0277 2020-07-30 18:49:33,404 - mmaction - INFO - Epoch [175][600/940] lr: 1.096e-03, eta: 2:18:20, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5527, top5_acc: 0.7727, loss_cls: 1.9422, loss: 1.9422, grad_norm: 4.0343 2020-07-30 18:50:01,358 - mmaction - INFO - Epoch [175][620/940] lr: 1.096e-03, eta: 2:17:47, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5564, top5_acc: 0.7738, loss_cls: 1.8907, loss: 1.8907, grad_norm: 4.0202 2020-07-30 18:50:28,897 - mmaction - INFO - Epoch [175][640/940] lr: 1.096e-03, eta: 2:17:13, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.5705, top5_acc: 0.7744, loss_cls: 1.8741, loss: 1.8741, grad_norm: 3.9359 2020-07-30 18:50:56,687 - mmaction - INFO - Epoch [175][660/940] lr: 1.096e-03, eta: 2:16:40, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5629, top5_acc: 0.7715, loss_cls: 1.9263, loss: 1.9263, grad_norm: 4.0314 2020-07-30 18:51:24,103 - mmaction - INFO - Epoch [175][680/940] lr: 1.096e-03, eta: 2:16:07, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.5553, top5_acc: 0.7691, loss_cls: 1.9453, loss: 1.9453, grad_norm: 4.0509 2020-07-30 18:51:51,672 - mmaction - INFO - Epoch [175][700/940] lr: 1.096e-03, eta: 2:15:34, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.5701, top5_acc: 0.7768, loss_cls: 1.8724, loss: 1.8724, grad_norm: 4.0092 2020-07-30 18:52:19,189 - mmaction - INFO - Epoch [175][720/940] lr: 1.096e-03, eta: 2:15:00, time: 1.378, data_time: 0.005, memory: 5021, top1_acc: 0.5486, top5_acc: 0.7604, loss_cls: 1.9876, loss: 1.9876, grad_norm: 4.0853 2020-07-30 18:52:46,862 - mmaction - INFO - Epoch [175][740/940] lr: 1.096e-03, eta: 2:14:27, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5662, top5_acc: 0.7738, loss_cls: 1.8770, loss: 1.8770, grad_norm: 4.0258 2020-07-30 18:53:14,644 - mmaction - INFO - Epoch [175][760/940] lr: 1.096e-03, eta: 2:13:54, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5687, top5_acc: 0.7822, loss_cls: 1.8671, loss: 1.8671, grad_norm: 3.9826 2020-07-30 18:53:42,331 - mmaction - INFO - Epoch [175][780/940] lr: 1.096e-03, eta: 2:13:21, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5436, top5_acc: 0.7602, loss_cls: 1.9743, loss: 1.9743, grad_norm: 4.0326 2020-07-30 18:54:10,068 - mmaction - INFO - Epoch [175][800/940] lr: 1.096e-03, eta: 2:12:48, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5523, top5_acc: 0.7660, loss_cls: 1.9103, loss: 1.9103, grad_norm: 3.9912 2020-07-30 18:54:38,107 - mmaction - INFO - Epoch [175][820/940] lr: 1.096e-03, eta: 2:12:14, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.5609, top5_acc: 0.7654, loss_cls: 1.9396, loss: 1.9396, grad_norm: 4.0648 2020-07-30 18:55:06,201 - mmaction - INFO - Epoch [175][840/940] lr: 1.096e-03, eta: 2:11:41, time: 1.406, data_time: 0.005, memory: 5021, top1_acc: 0.5553, top5_acc: 0.7674, loss_cls: 1.9178, loss: 1.9178, grad_norm: 4.0152 2020-07-30 18:55:33,747 - mmaction - INFO - Epoch [175][860/940] lr: 1.096e-03, eta: 2:11:08, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.5617, top5_acc: 0.7807, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.0337 2020-07-30 18:56:01,747 - mmaction - INFO - Epoch [175][880/940] lr: 1.096e-03, eta: 2:10:35, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5525, top5_acc: 0.7697, loss_cls: 1.9183, loss: 1.9183, grad_norm: 4.0457 2020-07-30 18:56:29,733 - mmaction - INFO - Epoch [175][900/940] lr: 1.096e-03, eta: 2:10:02, time: 1.399, data_time: 0.002, memory: 5021, top1_acc: 0.5686, top5_acc: 0.7697, loss_cls: 1.9033, loss: 1.9033, grad_norm: 3.9648 2020-07-30 18:56:57,929 - mmaction - INFO - Epoch [175][920/940] lr: 1.096e-03, eta: 2:09:29, time: 1.408, data_time: 0.004, memory: 5021, top1_acc: 0.5625, top5_acc: 0.7725, loss_cls: 1.9122, loss: 1.9122, grad_norm: 4.1116 2020-07-30 18:57:24,612 - mmaction - INFO - Epoch [175][940/940] lr: 1.096e-03, eta: 2:08:55, time: 1.335, data_time: 0.005, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7555, loss_cls: 1.9945, loss: 1.9945, grad_norm: 4.1097 2020-07-30 18:57:24,912 - mmaction - INFO - Saving checkpoint at 175 epochs 2020-07-30 18:59:34,814 - mmaction - INFO - Epoch [176][20/940] lr: 7.611e-04, eta: 2:08:27, time: 6.450, data_time: 0.360, memory: 5021, top1_acc: 0.5648, top5_acc: 0.7670, loss_cls: 1.9277, loss: 1.9277, grad_norm: 4.0116 2020-07-30 19:00:02,428 - mmaction - INFO - Epoch [176][40/940] lr: 7.611e-04, eta: 2:07:54, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5545, top5_acc: 0.7629, loss_cls: 1.9617, loss: 1.9617, grad_norm: 4.0659 2020-07-30 19:00:34,830 - mmaction - INFO - Epoch [176][60/940] lr: 7.611e-04, eta: 2:07:21, time: 1.616, data_time: 0.006, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7736, loss_cls: 1.8883, loss: 1.8883, grad_norm: 3.9854 2020-07-30 19:01:02,740 - mmaction - INFO - Epoch [176][80/940] lr: 7.611e-04, eta: 2:06:48, time: 1.401, data_time: 0.025, memory: 5021, top1_acc: 0.5709, top5_acc: 0.7826, loss_cls: 1.8774, loss: 1.8774, grad_norm: 4.0128 2020-07-30 19:01:30,451 - mmaction - INFO - Epoch [176][100/940] lr: 7.611e-04, eta: 2:06:15, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5637, top5_acc: 0.7732, loss_cls: 1.8991, loss: 1.8991, grad_norm: 3.9848 2020-07-30 19:01:58,461 - mmaction - INFO - Epoch [176][120/940] lr: 7.611e-04, eta: 2:05:42, time: 1.398, data_time: 0.004, memory: 5021, top1_acc: 0.5555, top5_acc: 0.7703, loss_cls: 1.9497, loss: 1.9497, grad_norm: 4.0520 2020-07-30 19:02:26,294 - mmaction - INFO - Epoch [176][140/940] lr: 7.611e-04, eta: 2:05:08, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.5682, top5_acc: 0.7674, loss_cls: 1.9234, loss: 1.9234, grad_norm: 3.9883 2020-07-30 19:02:54,169 - mmaction - INFO - Epoch [176][160/940] lr: 7.611e-04, eta: 2:04:35, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7627, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.0214 2020-07-30 19:03:22,221 - mmaction - INFO - Epoch [176][180/940] lr: 7.611e-04, eta: 2:04:02, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9306, loss: 1.9306, grad_norm: 4.0777 2020-07-30 19:03:49,746 - mmaction - INFO - Epoch [176][200/940] lr: 7.611e-04, eta: 2:03:29, time: 1.376, data_time: 0.002, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7797, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.0273 2020-07-30 19:04:17,695 - mmaction - INFO - Epoch [176][220/940] lr: 7.611e-04, eta: 2:02:56, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7721, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.0243 2020-07-30 19:04:45,649 - mmaction - INFO - Epoch [176][240/940] lr: 7.611e-04, eta: 2:02:22, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.5648, top5_acc: 0.7744, loss_cls: 1.8977, loss: 1.8977, grad_norm: 4.0053 2020-07-30 19:05:14,039 - mmaction - INFO - Epoch [176][260/940] lr: 7.611e-04, eta: 2:01:49, time: 1.419, data_time: 0.007, memory: 5021, top1_acc: 0.5602, top5_acc: 0.7764, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.0045 2020-07-30 19:05:42,180 - mmaction - INFO - Epoch [176][280/940] lr: 7.611e-04, eta: 2:01:16, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.5760, top5_acc: 0.7779, loss_cls: 1.8643, loss: 1.8643, grad_norm: 3.9354 2020-07-30 19:06:10,394 - mmaction - INFO - Epoch [176][300/940] lr: 7.611e-04, eta: 2:00:43, time: 1.413, data_time: 0.006, memory: 5021, top1_acc: 0.5557, top5_acc: 0.7580, loss_cls: 1.9290, loss: 1.9290, grad_norm: 4.0604 2020-07-30 19:06:38,635 - mmaction - INFO - Epoch [176][320/940] lr: 7.611e-04, eta: 2:00:10, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5637, top5_acc: 0.7781, loss_cls: 1.8980, loss: 1.8980, grad_norm: 3.9762 2020-07-30 19:07:06,152 - mmaction - INFO - Epoch [176][340/940] lr: 7.611e-04, eta: 1:59:37, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.5746, top5_acc: 0.7865, loss_cls: 1.8279, loss: 1.8279, grad_norm: 3.9536 2020-07-30 19:07:34,278 - mmaction - INFO - Epoch [176][360/940] lr: 7.611e-04, eta: 1:59:04, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5582, top5_acc: 0.7658, loss_cls: 1.9343, loss: 1.9343, grad_norm: 4.0240 2020-07-30 19:08:02,316 - mmaction - INFO - Epoch [176][380/940] lr: 7.611e-04, eta: 1:58:30, time: 1.405, data_time: 0.006, memory: 5021, top1_acc: 0.5658, top5_acc: 0.7766, loss_cls: 1.8706, loss: 1.8706, grad_norm: 3.9985 2020-07-30 19:08:30,097 - mmaction - INFO - Epoch [176][400/940] lr: 7.611e-04, eta: 1:57:57, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5520, top5_acc: 0.7619, loss_cls: 1.9612, loss: 1.9612, grad_norm: 4.0323 2020-07-30 19:08:58,412 - mmaction - INFO - Epoch [176][420/940] lr: 7.611e-04, eta: 1:57:24, time: 1.417, data_time: 0.006, memory: 5021, top1_acc: 0.5549, top5_acc: 0.7596, loss_cls: 1.9456, loss: 1.9456, grad_norm: 4.0777 2020-07-30 19:09:26,225 - mmaction - INFO - Epoch [176][440/940] lr: 7.611e-04, eta: 1:56:51, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5635, top5_acc: 0.7709, loss_cls: 1.9210, loss: 1.9210, grad_norm: 4.0422 2020-07-30 19:09:54,047 - mmaction - INFO - Epoch [176][460/940] lr: 7.611e-04, eta: 1:56:18, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5604, top5_acc: 0.7594, loss_cls: 1.9539, loss: 1.9539, grad_norm: 3.9953 2020-07-30 19:10:22,128 - mmaction - INFO - Epoch [176][480/940] lr: 7.611e-04, eta: 1:55:45, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5473, top5_acc: 0.7645, loss_cls: 1.9320, loss: 1.9320, grad_norm: 4.0289 2020-07-30 19:10:50,560 - mmaction - INFO - Epoch [176][500/940] lr: 7.611e-04, eta: 1:55:11, time: 1.422, data_time: 0.005, memory: 5021, top1_acc: 0.5500, top5_acc: 0.7641, loss_cls: 1.9433, loss: 1.9433, grad_norm: 4.0756 2020-07-30 19:11:18,616 - mmaction - INFO - Epoch [176][520/940] lr: 7.611e-04, eta: 1:54:38, time: 1.402, data_time: 0.007, memory: 5021, top1_acc: 0.5572, top5_acc: 0.7711, loss_cls: 1.8915, loss: 1.8915, grad_norm: 3.9062 2020-07-30 19:11:46,627 - mmaction - INFO - Epoch [176][540/940] lr: 7.611e-04, eta: 1:54:05, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7715, loss_cls: 1.8988, loss: 1.8988, grad_norm: 3.9375 2020-07-30 19:12:15,232 - mmaction - INFO - Epoch [176][560/940] lr: 7.611e-04, eta: 1:53:32, time: 1.432, data_time: 0.005, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7656, loss_cls: 1.9237, loss: 1.9237, grad_norm: 4.0730 2020-07-30 19:12:43,414 - mmaction - INFO - Epoch [176][580/940] lr: 7.611e-04, eta: 1:52:59, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5473, top5_acc: 0.7678, loss_cls: 1.9371, loss: 1.9371, grad_norm: 4.0411 2020-07-30 19:13:10,971 - mmaction - INFO - Epoch [176][600/940] lr: 7.611e-04, eta: 1:52:26, time: 1.378, data_time: 0.002, memory: 5021, top1_acc: 0.5492, top5_acc: 0.7662, loss_cls: 1.9527, loss: 1.9527, grad_norm: 4.0984 2020-07-30 19:13:39,029 - mmaction - INFO - Epoch [176][620/940] lr: 7.611e-04, eta: 1:51:53, time: 1.403, data_time: 0.004, memory: 5021, top1_acc: 0.5641, top5_acc: 0.7713, loss_cls: 1.9002, loss: 1.9002, grad_norm: 4.0405 2020-07-30 19:14:07,050 - mmaction - INFO - Epoch [176][640/940] lr: 7.611e-04, eta: 1:51:20, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.5643, top5_acc: 0.7738, loss_cls: 1.9073, loss: 1.9073, grad_norm: 3.9983 2020-07-30 19:14:35,057 - mmaction - INFO - Epoch [176][660/940] lr: 7.611e-04, eta: 1:50:46, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5566, top5_acc: 0.7676, loss_cls: 1.9365, loss: 1.9365, grad_norm: 4.1194 2020-07-30 19:15:03,042 - mmaction - INFO - Epoch [176][680/940] lr: 7.611e-04, eta: 1:50:13, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5498, top5_acc: 0.7689, loss_cls: 1.9166, loss: 1.9166, grad_norm: 4.0951 2020-07-30 19:15:30,835 - mmaction - INFO - Epoch [176][700/940] lr: 7.611e-04, eta: 1:49:40, time: 1.390, data_time: 0.002, memory: 5021, top1_acc: 0.5682, top5_acc: 0.7764, loss_cls: 1.8839, loss: 1.8839, grad_norm: 3.9776 2020-07-30 19:15:59,079 - mmaction - INFO - Epoch [176][720/940] lr: 7.611e-04, eta: 1:49:07, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5656, top5_acc: 0.7699, loss_cls: 1.8987, loss: 1.8987, grad_norm: 4.0493 2020-07-30 19:16:26,723 - mmaction - INFO - Epoch [176][740/940] lr: 7.611e-04, eta: 1:48:34, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.5561, top5_acc: 0.7725, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.1052 2020-07-30 19:16:54,898 - mmaction - INFO - Epoch [176][760/940] lr: 7.611e-04, eta: 1:48:01, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7717, loss_cls: 1.8982, loss: 1.8982, grad_norm: 4.0457 2020-07-30 19:17:23,281 - mmaction - INFO - Epoch [176][780/940] lr: 7.611e-04, eta: 1:47:28, time: 1.421, data_time: 0.005, memory: 5021, top1_acc: 0.5463, top5_acc: 0.7609, loss_cls: 1.9652, loss: 1.9652, grad_norm: 4.1548 2020-07-30 19:17:51,301 - mmaction - INFO - Epoch [176][800/940] lr: 7.611e-04, eta: 1:46:55, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5564, top5_acc: 0.7689, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.0196 2020-07-30 19:18:19,060 - mmaction - INFO - Epoch [176][820/940] lr: 7.611e-04, eta: 1:46:22, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.5539, top5_acc: 0.7682, loss_cls: 1.9306, loss: 1.9306, grad_norm: 4.1181 2020-07-30 19:18:46,929 - mmaction - INFO - Epoch [176][840/940] lr: 7.611e-04, eta: 1:45:48, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5527, top5_acc: 0.7729, loss_cls: 1.9238, loss: 1.9238, grad_norm: 4.0682 2020-07-30 19:19:14,701 - mmaction - INFO - Epoch [176][860/940] lr: 7.611e-04, eta: 1:45:15, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5721, top5_acc: 0.7777, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.0275 2020-07-30 19:19:42,662 - mmaction - INFO - Epoch [176][880/940] lr: 7.611e-04, eta: 1:44:42, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5643, top5_acc: 0.7783, loss_cls: 1.8768, loss: 1.8768, grad_norm: 4.0508 2020-07-30 19:20:10,682 - mmaction - INFO - Epoch [176][900/940] lr: 7.611e-04, eta: 1:44:09, time: 1.402, data_time: 0.006, memory: 5021, top1_acc: 0.5568, top5_acc: 0.7697, loss_cls: 1.9406, loss: 1.9406, grad_norm: 4.0528 2020-07-30 19:20:38,720 - mmaction - INFO - Epoch [176][920/940] lr: 7.611e-04, eta: 1:43:36, time: 1.403, data_time: 0.003, memory: 5021, top1_acc: 0.5619, top5_acc: 0.7627, loss_cls: 1.9244, loss: 1.9244, grad_norm: 3.9816 2020-07-30 19:21:05,803 - mmaction - INFO - Epoch [176][940/940] lr: 7.611e-04, eta: 1:43:03, time: 1.352, data_time: 0.005, memory: 5021, top1_acc: 0.5526, top5_acc: 0.7697, loss_cls: 1.9235, loss: 1.9235, grad_norm: 4.1564 2020-07-30 19:21:06,128 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-07-30 19:26:44,631 - mmaction - INFO - Epoch [177][20/940] lr: 4.872e-04, eta: 1:42:42, time: 16.872, data_time: 0.547, memory: 5021, top1_acc: 0.5461, top5_acc: 0.7629, loss_cls: 1.9720, loss: 1.9720, grad_norm: 4.1513 2020-07-30 19:27:12,296 - mmaction - INFO - Epoch [177][40/940] lr: 4.872e-04, eta: 1:42:09, time: 1.385, data_time: 0.004, memory: 5021, top1_acc: 0.5639, top5_acc: 0.7715, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.0142 2020-07-30 19:27:39,599 - mmaction - INFO - Epoch [177][60/940] lr: 4.872e-04, eta: 1:41:36, time: 1.363, data_time: 0.005, memory: 5021, top1_acc: 0.5695, top5_acc: 0.7703, loss_cls: 1.9285, loss: 1.9285, grad_norm: 4.0548 2020-07-30 19:28:07,216 - mmaction - INFO - Epoch [177][80/940] lr: 4.872e-04, eta: 1:41:03, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.5674, top5_acc: 0.7705, loss_cls: 1.9038, loss: 1.9038, grad_norm: 4.0714 2020-07-30 19:28:34,726 - mmaction - INFO - Epoch [177][100/940] lr: 4.872e-04, eta: 1:40:30, time: 1.374, data_time: 0.006, memory: 5021, top1_acc: 0.5578, top5_acc: 0.7760, loss_cls: 1.8991, loss: 1.8991, grad_norm: 4.0434 2020-07-30 19:29:02,455 - mmaction - INFO - Epoch [177][120/940] lr: 4.872e-04, eta: 1:39:57, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.5680, top5_acc: 0.7717, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.0447 2020-07-30 19:29:30,382 - mmaction - INFO - Epoch [177][140/940] lr: 4.872e-04, eta: 1:39:23, time: 1.394, data_time: 0.002, memory: 5021, top1_acc: 0.5543, top5_acc: 0.7725, loss_cls: 1.9093, loss: 1.9093, grad_norm: 4.0385 2020-07-30 19:29:58,343 - mmaction - INFO - Epoch [177][160/940] lr: 4.872e-04, eta: 1:38:50, time: 1.400, data_time: 0.006, memory: 5021, top1_acc: 0.5455, top5_acc: 0.7641, loss_cls: 1.9674, loss: 1.9674, grad_norm: 4.1052 2020-07-30 19:30:26,283 - mmaction - INFO - Epoch [177][180/940] lr: 4.872e-04, eta: 1:38:17, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.5605, top5_acc: 0.7689, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.0119 2020-07-30 19:30:53,896 - mmaction - INFO - Epoch [177][200/940] lr: 4.872e-04, eta: 1:37:44, time: 1.383, data_time: 0.006, memory: 5021, top1_acc: 0.5770, top5_acc: 0.7750, loss_cls: 1.8714, loss: 1.8714, grad_norm: 3.9537 2020-07-30 19:31:21,842 - mmaction - INFO - Epoch [177][220/940] lr: 4.872e-04, eta: 1:37:11, time: 1.396, data_time: 0.004, memory: 5021, top1_acc: 0.5687, top5_acc: 0.7689, loss_cls: 1.8951, loss: 1.8951, grad_norm: 3.9834 2020-07-30 19:31:49,423 - mmaction - INFO - Epoch [177][240/940] lr: 4.872e-04, eta: 1:36:38, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5670, top5_acc: 0.7691, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.0581 2020-07-30 19:32:17,828 - mmaction - INFO - Epoch [177][260/940] lr: 4.872e-04, eta: 1:36:05, time: 1.419, data_time: 0.006, memory: 5021, top1_acc: 0.5732, top5_acc: 0.7820, loss_cls: 1.8595, loss: 1.8595, grad_norm: 3.9527 2020-07-30 19:32:45,552 - mmaction - INFO - Epoch [177][280/940] lr: 4.872e-04, eta: 1:35:31, time: 1.388, data_time: 0.005, memory: 5021, top1_acc: 0.5648, top5_acc: 0.7777, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.0902 2020-07-30 19:33:13,567 - mmaction - INFO - Epoch [177][300/940] lr: 4.872e-04, eta: 1:34:58, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5623, top5_acc: 0.7719, loss_cls: 1.9228, loss: 1.9228, grad_norm: 4.0509 2020-07-30 19:33:41,815 - mmaction - INFO - Epoch [177][320/940] lr: 4.872e-04, eta: 1:34:25, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5551, top5_acc: 0.7625, loss_cls: 1.9425, loss: 1.9425, grad_norm: 4.1084 2020-07-30 19:34:09,631 - mmaction - INFO - Epoch [177][340/940] lr: 4.872e-04, eta: 1:33:52, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.5660, top5_acc: 0.7756, loss_cls: 1.8806, loss: 1.8806, grad_norm: 4.0108 2020-07-30 19:34:37,170 - mmaction - INFO - Epoch [177][360/940] lr: 4.872e-04, eta: 1:33:19, time: 1.380, data_time: 0.007, memory: 5021, top1_acc: 0.5650, top5_acc: 0.7807, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.0224 2020-07-30 19:35:05,212 - mmaction - INFO - Epoch [177][380/940] lr: 4.872e-04, eta: 1:32:46, time: 1.402, data_time: 0.005, memory: 5021, top1_acc: 0.5684, top5_acc: 0.7775, loss_cls: 1.8655, loss: 1.8655, grad_norm: 4.0092 2020-07-30 19:35:33,077 - mmaction - INFO - Epoch [177][400/940] lr: 4.872e-04, eta: 1:32:13, time: 1.393, data_time: 0.002, memory: 5021, top1_acc: 0.5549, top5_acc: 0.7713, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.0316 2020-07-30 19:36:01,177 - mmaction - INFO - Epoch [177][420/940] lr: 4.872e-04, eta: 1:31:40, time: 1.403, data_time: 0.006, memory: 5021, top1_acc: 0.5678, top5_acc: 0.7756, loss_cls: 1.8776, loss: 1.8776, grad_norm: 3.9727 2020-07-30 19:36:29,336 - mmaction - INFO - Epoch [177][440/940] lr: 4.872e-04, eta: 1:31:06, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5664, top5_acc: 0.7760, loss_cls: 1.8899, loss: 1.8899, grad_norm: 4.0258 2020-07-30 19:36:56,998 - mmaction - INFO - Epoch [177][460/940] lr: 4.872e-04, eta: 1:30:33, time: 1.381, data_time: 0.006, memory: 5021, top1_acc: 0.5525, top5_acc: 0.7668, loss_cls: 1.9322, loss: 1.9322, grad_norm: 4.0533 2020-07-30 19:37:24,875 - mmaction - INFO - Epoch [177][480/940] lr: 4.872e-04, eta: 1:30:00, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5482, top5_acc: 0.7643, loss_cls: 1.9457, loss: 1.9457, grad_norm: 4.1164 2020-07-30 19:37:53,006 - mmaction - INFO - Epoch [177][500/940] lr: 4.872e-04, eta: 1:29:27, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5527, top5_acc: 0.7723, loss_cls: 1.9097, loss: 1.9097, grad_norm: 4.0477 2020-07-30 19:38:20,756 - mmaction - INFO - Epoch [177][520/940] lr: 4.872e-04, eta: 1:28:54, time: 1.388, data_time: 0.006, memory: 5021, top1_acc: 0.5602, top5_acc: 0.7701, loss_cls: 1.9127, loss: 1.9127, grad_norm: 4.0012 2020-07-30 19:38:48,880 - mmaction - INFO - Epoch [177][540/940] lr: 4.872e-04, eta: 1:28:21, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5641, top5_acc: 0.7789, loss_cls: 1.8538, loss: 1.8538, grad_norm: 3.9871 2020-07-30 19:39:17,327 - mmaction - INFO - Epoch [177][560/940] lr: 4.872e-04, eta: 1:27:48, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5547, top5_acc: 0.7662, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.0811 2020-07-30 19:39:45,095 - mmaction - INFO - Epoch [177][580/940] lr: 4.872e-04, eta: 1:27:15, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5627, top5_acc: 0.7715, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.0161 2020-07-30 19:40:13,139 - mmaction - INFO - Epoch [177][600/940] lr: 4.872e-04, eta: 1:26:42, time: 1.401, data_time: 0.005, memory: 5021, top1_acc: 0.5625, top5_acc: 0.7746, loss_cls: 1.8961, loss: 1.8961, grad_norm: 4.0148 2020-07-30 19:40:41,229 - mmaction - INFO - Epoch [177][620/940] lr: 4.872e-04, eta: 1:26:09, time: 1.405, data_time: 0.003, memory: 5021, top1_acc: 0.5648, top5_acc: 0.7697, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.0109 2020-07-30 19:41:09,135 - mmaction - INFO - Epoch [177][640/940] lr: 4.872e-04, eta: 1:25:35, time: 1.395, data_time: 0.002, memory: 5021, top1_acc: 0.5639, top5_acc: 0.7791, loss_cls: 1.8902, loss: 1.8902, grad_norm: 4.0357 2020-07-30 19:41:36,732 - mmaction - INFO - Epoch [177][660/940] lr: 4.872e-04, eta: 1:25:02, time: 1.379, data_time: 0.005, memory: 5021, top1_acc: 0.5676, top5_acc: 0.7748, loss_cls: 1.8820, loss: 1.8820, grad_norm: 3.9877 2020-07-30 19:42:04,678 - mmaction - INFO - Epoch [177][680/940] lr: 4.872e-04, eta: 1:24:29, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7719, loss_cls: 1.9140, loss: 1.9140, grad_norm: 4.0576 2020-07-30 19:42:32,384 - mmaction - INFO - Epoch [177][700/940] lr: 4.872e-04, eta: 1:23:56, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.5600, top5_acc: 0.7691, loss_cls: 1.9083, loss: 1.9083, grad_norm: 4.1089 2020-07-30 19:43:00,204 - mmaction - INFO - Epoch [177][720/940] lr: 4.872e-04, eta: 1:23:23, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5574, top5_acc: 0.7598, loss_cls: 1.9383, loss: 1.9383, grad_norm: 4.0346 2020-07-30 19:43:27,829 - mmaction - INFO - Epoch [177][740/940] lr: 4.872e-04, eta: 1:22:50, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5633, top5_acc: 0.7783, loss_cls: 1.8690, loss: 1.8690, grad_norm: 4.0215 2020-07-30 19:43:55,654 - mmaction - INFO - Epoch [177][760/940] lr: 4.872e-04, eta: 1:22:17, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5566, top5_acc: 0.7646, loss_cls: 1.9434, loss: 1.9434, grad_norm: 4.0855 2020-07-30 19:44:23,532 - mmaction - INFO - Epoch [177][780/940] lr: 4.872e-04, eta: 1:21:44, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5564, top5_acc: 0.7611, loss_cls: 1.9486, loss: 1.9486, grad_norm: 4.0695 2020-07-30 19:44:52,104 - mmaction - INFO - Epoch [177][800/940] lr: 4.872e-04, eta: 1:21:11, time: 1.427, data_time: 0.006, memory: 5021, top1_acc: 0.5570, top5_acc: 0.7701, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.1137 2020-07-30 19:45:21,088 - mmaction - INFO - Epoch [177][820/940] lr: 4.872e-04, eta: 1:20:38, time: 1.450, data_time: 0.006, memory: 5021, top1_acc: 0.5588, top5_acc: 0.7754, loss_cls: 1.9051, loss: 1.9051, grad_norm: 4.1162 2020-07-30 19:45:48,411 - mmaction - INFO - Epoch [177][840/940] lr: 4.872e-04, eta: 1:20:05, time: 1.368, data_time: 0.005, memory: 5021, top1_acc: 0.5449, top5_acc: 0.7564, loss_cls: 1.9988, loss: 1.9988, grad_norm: 4.0936 2020-07-30 19:46:16,222 - mmaction - INFO - Epoch [177][860/940] lr: 4.872e-04, eta: 1:19:32, time: 1.389, data_time: 0.005, memory: 5021, top1_acc: 0.5668, top5_acc: 0.7736, loss_cls: 1.8927, loss: 1.8927, grad_norm: 4.0381 2020-07-30 19:46:44,038 - mmaction - INFO - Epoch [177][880/940] lr: 4.872e-04, eta: 1:18:59, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5693, top5_acc: 0.7789, loss_cls: 1.8480, loss: 1.8480, grad_norm: 4.0105 2020-07-30 19:47:11,806 - mmaction - INFO - Epoch [177][900/940] lr: 4.872e-04, eta: 1:18:25, time: 1.387, data_time: 0.006, memory: 5021, top1_acc: 0.5604, top5_acc: 0.7680, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.0734 2020-07-30 19:47:39,731 - mmaction - INFO - Epoch [177][920/940] lr: 4.872e-04, eta: 1:17:52, time: 1.398, data_time: 0.006, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7727, loss_cls: 1.9231, loss: 1.9231, grad_norm: 4.1009 2020-07-30 19:48:06,797 - mmaction - INFO - Epoch [177][940/940] lr: 4.872e-04, eta: 1:17:19, time: 1.351, data_time: 0.004, memory: 5021, top1_acc: 0.5584, top5_acc: 0.7687, loss_cls: 1.9554, loss: 1.9554, grad_norm: 4.1913 2020-07-30 19:48:07,145 - mmaction - INFO - Saving checkpoint at 177 epochs 2020-07-30 19:51:01,513 - mmaction - INFO - Epoch [178][20/940] lr: 2.741e-04, eta: 1:16:51, time: 8.666, data_time: 0.352, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7771, loss_cls: 1.8741, loss: 1.8741, grad_norm: 3.9959 2020-07-30 19:51:28,886 - mmaction - INFO - Epoch [178][40/940] lr: 2.741e-04, eta: 1:16:18, time: 1.371, data_time: 0.005, memory: 5021, top1_acc: 0.5613, top5_acc: 0.7805, loss_cls: 1.8907, loss: 1.8907, grad_norm: 4.0070 2020-07-30 19:51:56,279 - mmaction - INFO - Epoch [178][60/940] lr: 2.741e-04, eta: 1:15:44, time: 1.368, data_time: 0.004, memory: 5021, top1_acc: 0.5703, top5_acc: 0.7674, loss_cls: 1.9140, loss: 1.9140, grad_norm: 4.0466 2020-07-30 19:52:23,807 - mmaction - INFO - Epoch [178][80/940] lr: 2.741e-04, eta: 1:15:11, time: 1.376, data_time: 0.005, memory: 5021, top1_acc: 0.5570, top5_acc: 0.7746, loss_cls: 1.9122, loss: 1.9122, grad_norm: 4.0533 2020-07-30 19:52:51,131 - mmaction - INFO - Epoch [178][100/940] lr: 2.741e-04, eta: 1:14:38, time: 1.368, data_time: 0.006, memory: 5021, top1_acc: 0.5570, top5_acc: 0.7709, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.0393 2020-07-30 19:53:19,013 - mmaction - INFO - Epoch [178][120/940] lr: 2.741e-04, eta: 1:14:05, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5732, top5_acc: 0.7703, loss_cls: 1.8772, loss: 1.8772, grad_norm: 3.9519 2020-07-30 19:53:47,106 - mmaction - INFO - Epoch [178][140/940] lr: 2.741e-04, eta: 1:13:32, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5559, top5_acc: 0.7684, loss_cls: 1.9415, loss: 1.9415, grad_norm: 4.0868 2020-07-30 19:54:14,650 - mmaction - INFO - Epoch [178][160/940] lr: 2.741e-04, eta: 1:12:59, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.5584, top5_acc: 0.7654, loss_cls: 1.9294, loss: 1.9294, grad_norm: 4.0339 2020-07-30 19:54:42,820 - mmaction - INFO - Epoch [178][180/940] lr: 2.741e-04, eta: 1:12:26, time: 1.410, data_time: 0.005, memory: 5021, top1_acc: 0.5756, top5_acc: 0.7848, loss_cls: 1.8317, loss: 1.8317, grad_norm: 3.9701 2020-07-30 19:55:10,498 - mmaction - INFO - Epoch [178][200/940] lr: 2.741e-04, eta: 1:11:53, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.5670, top5_acc: 0.7666, loss_cls: 1.8994, loss: 1.8994, grad_norm: 4.0043 2020-07-30 19:55:38,040 - mmaction - INFO - Epoch [178][220/940] lr: 2.741e-04, eta: 1:11:20, time: 1.377, data_time: 0.002, memory: 5021, top1_acc: 0.5551, top5_acc: 0.7678, loss_cls: 1.9266, loss: 1.9266, grad_norm: 4.0581 2020-07-30 19:56:06,019 - mmaction - INFO - Epoch [178][240/940] lr: 2.741e-04, eta: 1:10:47, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5689, top5_acc: 0.7812, loss_cls: 1.8948, loss: 1.8948, grad_norm: 4.0798 2020-07-30 19:56:33,980 - mmaction - INFO - Epoch [178][260/940] lr: 2.741e-04, eta: 1:10:14, time: 1.397, data_time: 0.004, memory: 5021, top1_acc: 0.5566, top5_acc: 0.7664, loss_cls: 1.9406, loss: 1.9406, grad_norm: 4.0516 2020-07-30 19:57:01,750 - mmaction - INFO - Epoch [178][280/940] lr: 2.741e-04, eta: 1:09:41, time: 1.389, data_time: 0.006, memory: 5021, top1_acc: 0.5566, top5_acc: 0.7658, loss_cls: 1.9265, loss: 1.9265, grad_norm: 4.0692 2020-07-30 19:57:29,869 - mmaction - INFO - Epoch [178][300/940] lr: 2.741e-04, eta: 1:09:08, time: 1.407, data_time: 0.005, memory: 5021, top1_acc: 0.5682, top5_acc: 0.7848, loss_cls: 1.8459, loss: 1.8459, grad_norm: 4.0096 2020-07-30 19:57:57,599 - mmaction - INFO - Epoch [178][320/940] lr: 2.741e-04, eta: 1:08:34, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5666, top5_acc: 0.7682, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.0630 2020-07-30 19:58:25,265 - mmaction - INFO - Epoch [178][340/940] lr: 2.741e-04, eta: 1:08:01, time: 1.382, data_time: 0.004, memory: 5021, top1_acc: 0.5619, top5_acc: 0.7758, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.0857 2020-07-30 19:58:53,679 - mmaction - INFO - Epoch [178][360/940] lr: 2.741e-04, eta: 1:07:28, time: 1.420, data_time: 0.005, memory: 5021, top1_acc: 0.5574, top5_acc: 0.7717, loss_cls: 1.9236, loss: 1.9236, grad_norm: 4.0475 2020-07-30 19:59:21,376 - mmaction - INFO - Epoch [178][380/940] lr: 2.741e-04, eta: 1:06:55, time: 1.387, data_time: 0.004, memory: 5021, top1_acc: 0.5699, top5_acc: 0.7729, loss_cls: 1.8730, loss: 1.8730, grad_norm: 3.9910 2020-07-30 19:59:49,035 - mmaction - INFO - Epoch [178][400/940] lr: 2.741e-04, eta: 1:06:22, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5709, top5_acc: 0.7711, loss_cls: 1.8998, loss: 1.8998, grad_norm: 4.0592 2020-07-30 20:00:21,139 - mmaction - INFO - Epoch [178][420/940] lr: 2.741e-04, eta: 1:05:49, time: 1.601, data_time: 0.006, memory: 5021, top1_acc: 0.5678, top5_acc: 0.7732, loss_cls: 1.9004, loss: 1.9004, grad_norm: 4.0714 2020-07-30 20:00:48,853 - mmaction - INFO - Epoch [178][440/940] lr: 2.741e-04, eta: 1:05:16, time: 1.390, data_time: 0.020, memory: 5021, top1_acc: 0.5631, top5_acc: 0.7715, loss_cls: 1.8940, loss: 1.8940, grad_norm: 4.0315 2020-07-30 20:01:16,411 - mmaction - INFO - Epoch [178][460/940] lr: 2.741e-04, eta: 1:04:43, time: 1.379, data_time: 0.007, memory: 5021, top1_acc: 0.5643, top5_acc: 0.7785, loss_cls: 1.8738, loss: 1.8738, grad_norm: 4.0275 2020-07-30 20:01:44,672 - mmaction - INFO - Epoch [178][480/940] lr: 2.741e-04, eta: 1:04:10, time: 1.411, data_time: 0.005, memory: 5021, top1_acc: 0.5643, top5_acc: 0.7752, loss_cls: 1.8913, loss: 1.8913, grad_norm: 4.0252 2020-07-30 20:02:12,544 - mmaction - INFO - Epoch [178][500/940] lr: 2.741e-04, eta: 1:03:37, time: 1.397, data_time: 0.007, memory: 5021, top1_acc: 0.5590, top5_acc: 0.7666, loss_cls: 1.9134, loss: 1.9134, grad_norm: 4.0469 2020-07-30 20:02:40,541 - mmaction - INFO - Epoch [178][520/940] lr: 2.741e-04, eta: 1:03:04, time: 1.400, data_time: 0.004, memory: 5021, top1_acc: 0.5607, top5_acc: 0.7727, loss_cls: 1.8978, loss: 1.8978, grad_norm: 4.0295 2020-07-30 20:03:08,495 - mmaction - INFO - Epoch [178][540/940] lr: 2.741e-04, eta: 1:02:31, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5477, top5_acc: 0.7648, loss_cls: 1.9479, loss: 1.9479, grad_norm: 4.0984 2020-07-30 20:03:36,273 - mmaction - INFO - Epoch [178][560/940] lr: 2.741e-04, eta: 1:01:58, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.0342 2020-07-30 20:04:04,235 - mmaction - INFO - Epoch [178][580/940] lr: 2.741e-04, eta: 1:01:25, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.5600, top5_acc: 0.7697, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.0468 2020-07-30 20:04:32,068 - mmaction - INFO - Epoch [178][600/940] lr: 2.741e-04, eta: 1:00:52, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5613, top5_acc: 0.7732, loss_cls: 1.9089, loss: 1.9089, grad_norm: 4.0657 2020-07-30 20:05:01,300 - mmaction - INFO - Epoch [178][620/940] lr: 2.741e-04, eta: 1:00:19, time: 1.459, data_time: 0.004, memory: 5021, top1_acc: 0.5570, top5_acc: 0.7754, loss_cls: 1.8876, loss: 1.8876, grad_norm: 4.1000 2020-07-30 20:05:29,149 - mmaction - INFO - Epoch [178][640/940] lr: 2.741e-04, eta: 0:59:46, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5646, top5_acc: 0.7791, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.0159 2020-07-30 20:05:56,916 - mmaction - INFO - Epoch [178][660/940] lr: 2.741e-04, eta: 0:59:13, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.5533, top5_acc: 0.7715, loss_cls: 1.9146, loss: 1.9146, grad_norm: 4.0824 2020-07-30 20:06:24,569 - mmaction - INFO - Epoch [178][680/940] lr: 2.741e-04, eta: 0:58:40, time: 1.385, data_time: 0.006, memory: 5021, top1_acc: 0.5494, top5_acc: 0.7635, loss_cls: 1.9565, loss: 1.9565, grad_norm: 4.1000 2020-07-30 20:06:52,289 - mmaction - INFO - Epoch [178][700/940] lr: 2.741e-04, eta: 0:58:07, time: 1.384, data_time: 0.005, memory: 5021, top1_acc: 0.5682, top5_acc: 0.7822, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.0316 2020-07-30 20:07:19,684 - mmaction - INFO - Epoch [178][720/940] lr: 2.741e-04, eta: 0:57:34, time: 1.372, data_time: 0.005, memory: 5021, top1_acc: 0.5701, top5_acc: 0.7682, loss_cls: 1.9230, loss: 1.9230, grad_norm: 4.0826 2020-07-30 20:07:47,610 - mmaction - INFO - Epoch [178][740/940] lr: 2.741e-04, eta: 0:57:01, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.5484, top5_acc: 0.7693, loss_cls: 1.9424, loss: 1.9424, grad_norm: 4.1343 2020-07-30 20:08:15,459 - mmaction - INFO - Epoch [178][760/940] lr: 2.741e-04, eta: 0:56:28, time: 1.393, data_time: 0.005, memory: 5021, top1_acc: 0.5604, top5_acc: 0.7744, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.0649 2020-07-30 20:08:43,254 - mmaction - INFO - Epoch [178][780/940] lr: 2.741e-04, eta: 0:55:55, time: 1.390, data_time: 0.003, memory: 5021, top1_acc: 0.5588, top5_acc: 0.7660, loss_cls: 1.9308, loss: 1.9308, grad_norm: 4.0365 2020-07-30 20:09:10,922 - mmaction - INFO - Epoch [178][800/940] lr: 2.741e-04, eta: 0:55:22, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5627, top5_acc: 0.7664, loss_cls: 1.9355, loss: 1.9355, grad_norm: 4.0899 2020-07-30 20:09:38,379 - mmaction - INFO - Epoch [178][820/940] lr: 2.741e-04, eta: 0:54:49, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.5508, top5_acc: 0.7691, loss_cls: 1.9236, loss: 1.9236, grad_norm: 4.1200 2020-07-30 20:10:06,559 - mmaction - INFO - Epoch [178][840/940] lr: 2.741e-04, eta: 0:54:16, time: 1.409, data_time: 0.002, memory: 5021, top1_acc: 0.5553, top5_acc: 0.7744, loss_cls: 1.9175, loss: 1.9175, grad_norm: 4.0812 2020-07-30 20:10:34,291 - mmaction - INFO - Epoch [178][860/940] lr: 2.741e-04, eta: 0:53:43, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7713, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.0074 2020-07-30 20:11:02,609 - mmaction - INFO - Epoch [178][880/940] lr: 2.741e-04, eta: 0:53:10, time: 1.414, data_time: 0.005, memory: 5021, top1_acc: 0.5621, top5_acc: 0.7656, loss_cls: 1.9048, loss: 1.9048, grad_norm: 4.1238 2020-07-30 20:11:30,946 - mmaction - INFO - Epoch [178][900/940] lr: 2.741e-04, eta: 0:52:37, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5730, top5_acc: 0.7832, loss_cls: 1.8657, loss: 1.8657, grad_norm: 4.0587 2020-07-30 20:11:58,811 - mmaction - INFO - Epoch [178][920/940] lr: 2.741e-04, eta: 0:52:04, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5680, top5_acc: 0.7756, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.0548 2020-07-30 20:12:26,618 - mmaction - INFO - Epoch [178][940/940] lr: 2.741e-04, eta: 0:51:31, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5674, top5_acc: 0.7705, loss_cls: 1.9097, loss: 1.9097, grad_norm: 4.1105 2020-07-30 20:12:26,992 - mmaction - INFO - Saving checkpoint at 178 epochs 2020-07-30 20:16:24,124 - mmaction - INFO - Epoch [179][20/940] lr: 1.218e-04, eta: 0:51:02, time: 11.801, data_time: 0.533, memory: 5021, top1_acc: 0.5783, top5_acc: 0.7857, loss_cls: 1.8313, loss: 1.8313, grad_norm: 3.9708 2020-07-30 20:16:51,569 - mmaction - INFO - Epoch [179][40/940] lr: 1.218e-04, eta: 0:50:29, time: 1.375, data_time: 0.006, memory: 5021, top1_acc: 0.5660, top5_acc: 0.7648, loss_cls: 1.9307, loss: 1.9307, grad_norm: 4.0696 2020-07-30 20:17:19,388 - mmaction - INFO - Epoch [179][60/940] lr: 1.218e-04, eta: 0:49:56, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7715, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.1139 2020-07-30 20:17:46,987 - mmaction - INFO - Epoch [179][80/940] lr: 1.218e-04, eta: 0:49:23, time: 1.380, data_time: 0.002, memory: 5021, top1_acc: 0.5623, top5_acc: 0.7730, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.0083 2020-07-30 20:18:14,601 - mmaction - INFO - Epoch [179][100/940] lr: 1.218e-04, eta: 0:48:50, time: 1.381, data_time: 0.005, memory: 5021, top1_acc: 0.5748, top5_acc: 0.7855, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.0301 2020-07-30 20:18:42,303 - mmaction - INFO - Epoch [179][120/940] lr: 1.218e-04, eta: 0:48:17, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7676, loss_cls: 1.9149, loss: 1.9149, grad_norm: 4.0475 2020-07-30 20:19:09,757 - mmaction - INFO - Epoch [179][140/940] lr: 1.218e-04, eta: 0:47:44, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.5539, top5_acc: 0.7695, loss_cls: 1.9209, loss: 1.9209, grad_norm: 4.1247 2020-07-30 20:19:37,716 - mmaction - INFO - Epoch [179][160/940] lr: 1.218e-04, eta: 0:47:11, time: 1.396, data_time: 0.005, memory: 5021, top1_acc: 0.5604, top5_acc: 0.7758, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.0775 2020-07-30 20:20:06,024 - mmaction - INFO - Epoch [179][180/940] lr: 1.218e-04, eta: 0:46:38, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5664, top5_acc: 0.7814, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.0241 2020-07-30 20:20:33,489 - mmaction - INFO - Epoch [179][200/940] lr: 1.218e-04, eta: 0:46:05, time: 1.373, data_time: 0.002, memory: 5021, top1_acc: 0.5678, top5_acc: 0.7746, loss_cls: 1.8769, loss: 1.8769, grad_norm: 4.0627 2020-07-30 20:21:02,166 - mmaction - INFO - Epoch [179][220/940] lr: 1.218e-04, eta: 0:45:32, time: 1.432, data_time: 0.006, memory: 5021, top1_acc: 0.5518, top5_acc: 0.7637, loss_cls: 1.9486, loss: 1.9486, grad_norm: 4.0476 2020-07-30 20:21:29,975 - mmaction - INFO - Epoch [179][240/940] lr: 1.218e-04, eta: 0:44:59, time: 1.392, data_time: 0.005, memory: 5021, top1_acc: 0.5777, top5_acc: 0.7711, loss_cls: 1.8761, loss: 1.8761, grad_norm: 4.0200 2020-07-30 20:21:57,836 - mmaction - INFO - Epoch [179][260/940] lr: 1.218e-04, eta: 0:44:26, time: 1.392, data_time: 0.002, memory: 5021, top1_acc: 0.5609, top5_acc: 0.7682, loss_cls: 1.9124, loss: 1.9124, grad_norm: 4.0596 2020-07-30 20:22:25,752 - mmaction - INFO - Epoch [179][280/940] lr: 1.218e-04, eta: 0:43:53, time: 1.395, data_time: 0.006, memory: 5021, top1_acc: 0.5680, top5_acc: 0.7707, loss_cls: 1.8758, loss: 1.8758, grad_norm: 4.0056 2020-07-30 20:22:53,380 - mmaction - INFO - Epoch [179][300/940] lr: 1.218e-04, eta: 0:43:20, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.5611, top5_acc: 0.7789, loss_cls: 1.8931, loss: 1.8931, grad_norm: 4.1089 2020-07-30 20:23:21,017 - mmaction - INFO - Epoch [179][320/940] lr: 1.218e-04, eta: 0:42:47, time: 1.383, data_time: 0.003, memory: 5021, top1_acc: 0.5627, top5_acc: 0.7775, loss_cls: 1.8752, loss: 1.8752, grad_norm: 4.0683 2020-07-30 20:23:49,328 - mmaction - INFO - Epoch [179][340/940] lr: 1.218e-04, eta: 0:42:14, time: 1.413, data_time: 0.004, memory: 5021, top1_acc: 0.5541, top5_acc: 0.7686, loss_cls: 1.9559, loss: 1.9559, grad_norm: 4.0598 2020-07-30 20:24:16,824 - mmaction - INFO - Epoch [179][360/940] lr: 1.218e-04, eta: 0:41:41, time: 1.377, data_time: 0.005, memory: 5021, top1_acc: 0.5557, top5_acc: 0.7719, loss_cls: 1.9508, loss: 1.9508, grad_norm: 4.1482 2020-07-30 20:24:44,649 - mmaction - INFO - Epoch [179][380/940] lr: 1.218e-04, eta: 0:41:08, time: 1.390, data_time: 0.004, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7697, loss_cls: 1.9089, loss: 1.9089, grad_norm: 4.0776 2020-07-30 20:25:12,608 - mmaction - INFO - Epoch [179][400/940] lr: 1.218e-04, eta: 0:40:35, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5598, top5_acc: 0.7674, loss_cls: 1.9225, loss: 1.9225, grad_norm: 4.1108 2020-07-30 20:25:40,512 - mmaction - INFO - Epoch [179][420/940] lr: 1.218e-04, eta: 0:40:02, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 1.9492, loss: 1.9492, grad_norm: 4.1215 2020-07-30 20:26:08,475 - mmaction - INFO - Epoch [179][440/940] lr: 1.218e-04, eta: 0:39:29, time: 1.399, data_time: 0.006, memory: 5021, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9353, loss: 1.9353, grad_norm: 4.0885 2020-07-30 20:26:36,485 - mmaction - INFO - Epoch [179][460/940] lr: 1.218e-04, eta: 0:38:56, time: 1.401, data_time: 0.002, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7732, loss_cls: 1.8919, loss: 1.8919, grad_norm: 4.0323 2020-07-30 20:27:04,485 - mmaction - INFO - Epoch [179][480/940] lr: 1.218e-04, eta: 0:38:23, time: 1.399, data_time: 0.005, memory: 5021, top1_acc: 0.5629, top5_acc: 0.7807, loss_cls: 1.8772, loss: 1.8772, grad_norm: 4.0256 2020-07-30 20:27:32,256 - mmaction - INFO - Epoch [179][500/940] lr: 1.218e-04, eta: 0:37:50, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5645, top5_acc: 0.7676, loss_cls: 1.9089, loss: 1.9089, grad_norm: 4.0459 2020-07-30 20:28:00,343 - mmaction - INFO - Epoch [179][520/940] lr: 1.218e-04, eta: 0:37:17, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.5605, top5_acc: 0.7703, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.0269 2020-07-30 20:28:28,115 - mmaction - INFO - Epoch [179][540/940] lr: 1.218e-04, eta: 0:36:44, time: 1.391, data_time: 0.006, memory: 5021, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.0087 2020-07-30 20:28:56,049 - mmaction - INFO - Epoch [179][560/940] lr: 1.218e-04, eta: 0:36:11, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5744, top5_acc: 0.7736, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.0176 2020-07-30 20:29:24,560 - mmaction - INFO - Epoch [179][580/940] lr: 1.218e-04, eta: 0:35:38, time: 1.427, data_time: 0.005, memory: 5021, top1_acc: 0.5650, top5_acc: 0.7730, loss_cls: 1.8652, loss: 1.8652, grad_norm: 4.0444 2020-07-30 20:29:52,173 - mmaction - INFO - Epoch [179][600/940] lr: 1.218e-04, eta: 0:35:05, time: 1.380, data_time: 0.005, memory: 5021, top1_acc: 0.5615, top5_acc: 0.7691, loss_cls: 1.8839, loss: 1.8839, grad_norm: 3.9733 2020-07-30 20:30:21,002 - mmaction - INFO - Epoch [179][620/940] lr: 1.218e-04, eta: 0:34:32, time: 1.442, data_time: 0.003, memory: 5021, top1_acc: 0.5719, top5_acc: 0.7699, loss_cls: 1.8857, loss: 1.8857, grad_norm: 4.0389 2020-07-30 20:30:48,691 - mmaction - INFO - Epoch [179][640/940] lr: 1.218e-04, eta: 0:33:59, time: 1.384, data_time: 0.002, memory: 5021, top1_acc: 0.5633, top5_acc: 0.7723, loss_cls: 1.9108, loss: 1.9108, grad_norm: 4.0993 2020-07-30 20:31:16,817 - mmaction - INFO - Epoch [179][660/940] lr: 1.218e-04, eta: 0:33:26, time: 1.405, data_time: 0.005, memory: 5021, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9484, loss: 1.9484, grad_norm: 4.0667 2020-07-30 20:31:44,502 - mmaction - INFO - Epoch [179][680/940] lr: 1.218e-04, eta: 0:32:53, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.5627, top5_acc: 0.7766, loss_cls: 1.9012, loss: 1.9012, grad_norm: 4.0453 2020-07-30 20:32:13,125 - mmaction - INFO - Epoch [179][700/940] lr: 1.218e-04, eta: 0:32:20, time: 1.429, data_time: 0.005, memory: 5021, top1_acc: 0.5613, top5_acc: 0.7697, loss_cls: 1.8922, loss: 1.8922, grad_norm: 4.0468 2020-07-30 20:32:41,008 - mmaction - INFO - Epoch [179][720/940] lr: 1.218e-04, eta: 0:31:47, time: 1.396, data_time: 0.006, memory: 5021, top1_acc: 0.5691, top5_acc: 0.7719, loss_cls: 1.8835, loss: 1.8835, grad_norm: 4.0348 2020-07-30 20:33:08,675 - mmaction - INFO - Epoch [179][740/940] lr: 1.218e-04, eta: 0:31:14, time: 1.383, data_time: 0.007, memory: 5021, top1_acc: 0.5662, top5_acc: 0.7699, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.0634 2020-07-30 20:33:36,473 - mmaction - INFO - Epoch [179][760/940] lr: 1.218e-04, eta: 0:30:41, time: 1.389, data_time: 0.002, memory: 5021, top1_acc: 0.5557, top5_acc: 0.7674, loss_cls: 1.9233, loss: 1.9233, grad_norm: 4.0375 2020-07-30 20:34:04,635 - mmaction - INFO - Epoch [179][780/940] lr: 1.218e-04, eta: 0:30:08, time: 1.408, data_time: 0.006, memory: 5021, top1_acc: 0.5584, top5_acc: 0.7686, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.0829 2020-07-30 20:34:32,339 - mmaction - INFO - Epoch [179][800/940] lr: 1.218e-04, eta: 0:29:36, time: 1.386, data_time: 0.005, memory: 5021, top1_acc: 0.5537, top5_acc: 0.7650, loss_cls: 1.9582, loss: 1.9582, grad_norm: 4.1553 2020-07-30 20:35:00,861 - mmaction - INFO - Epoch [179][820/940] lr: 1.218e-04, eta: 0:29:03, time: 1.426, data_time: 0.002, memory: 5021, top1_acc: 0.5482, top5_acc: 0.7709, loss_cls: 1.9389, loss: 1.9389, grad_norm: 4.0997 2020-07-30 20:35:28,868 - mmaction - INFO - Epoch [179][840/940] lr: 1.218e-04, eta: 0:28:30, time: 1.400, data_time: 0.002, memory: 5021, top1_acc: 0.5713, top5_acc: 0.7852, loss_cls: 1.8392, loss: 1.8392, grad_norm: 4.0179 2020-07-30 20:35:56,551 - mmaction - INFO - Epoch [179][860/940] lr: 1.218e-04, eta: 0:27:57, time: 1.383, data_time: 0.005, memory: 5021, top1_acc: 0.5555, top5_acc: 0.7699, loss_cls: 1.9188, loss: 1.9188, grad_norm: 4.1011 2020-07-30 20:36:24,258 - mmaction - INFO - Epoch [179][880/940] lr: 1.218e-04, eta: 0:27:24, time: 1.387, data_time: 0.005, memory: 5021, top1_acc: 0.5654, top5_acc: 0.7738, loss_cls: 1.8943, loss: 1.8943, grad_norm: 4.0992 2020-07-30 20:36:52,093 - mmaction - INFO - Epoch [179][900/940] lr: 1.218e-04, eta: 0:26:51, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5561, top5_acc: 0.7678, loss_cls: 1.9179, loss: 1.9179, grad_norm: 4.0668 2020-07-30 20:37:20,048 - mmaction - INFO - Epoch [179][920/940] lr: 1.218e-04, eta: 0:26:18, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5643, top5_acc: 0.7754, loss_cls: 1.8723, loss: 1.8723, grad_norm: 4.0706 2020-07-30 20:37:46,659 - mmaction - INFO - Epoch [179][940/940] lr: 1.218e-04, eta: 0:25:45, time: 1.328, data_time: 0.005, memory: 5021, top1_acc: 0.5489, top5_acc: 0.7610, loss_cls: 1.9869, loss: 1.9869, grad_norm: 4.2161 2020-07-30 20:37:46,938 - mmaction - INFO - Saving checkpoint at 179 epochs 2020-07-30 20:41:04,678 - mmaction - INFO - Epoch [180][20/940] lr: 3.046e-05, eta: 0:25:14, time: 9.841, data_time: 0.374, memory: 5021, top1_acc: 0.5561, top5_acc: 0.7701, loss_cls: 1.9374, loss: 1.9374, grad_norm: 4.1055 2020-07-30 20:41:32,117 - mmaction - INFO - Epoch [180][40/940] lr: 3.046e-05, eta: 0:24:41, time: 1.373, data_time: 0.005, memory: 5021, top1_acc: 0.5678, top5_acc: 0.7771, loss_cls: 1.8806, loss: 1.8806, grad_norm: 4.1071 2020-07-30 20:41:59,994 - mmaction - INFO - Epoch [180][60/940] lr: 3.046e-05, eta: 0:24:08, time: 1.394, data_time: 0.005, memory: 5021, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.9001, loss: 1.9001, grad_norm: 4.1448 2020-07-30 20:42:27,713 - mmaction - INFO - Epoch [180][80/940] lr: 3.046e-05, eta: 0:23:35, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.5660, top5_acc: 0.7738, loss_cls: 1.8772, loss: 1.8772, grad_norm: 4.0163 2020-07-30 20:42:55,662 - mmaction - INFO - Epoch [180][100/940] lr: 3.046e-05, eta: 0:23:02, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5672, top5_acc: 0.7785, loss_cls: 1.8741, loss: 1.8741, grad_norm: 4.0666 2020-07-30 20:43:23,859 - mmaction - INFO - Epoch [180][120/940] lr: 3.046e-05, eta: 0:22:29, time: 1.412, data_time: 0.006, memory: 5021, top1_acc: 0.5621, top5_acc: 0.7754, loss_cls: 1.8958, loss: 1.8958, grad_norm: 4.0906 2020-07-30 20:43:51,716 - mmaction - INFO - Epoch [180][140/940] lr: 3.046e-05, eta: 0:21:56, time: 1.390, data_time: 0.006, memory: 5021, top1_acc: 0.5680, top5_acc: 0.7670, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.0540 2020-07-30 20:44:19,657 - mmaction - INFO - Epoch [180][160/940] lr: 3.046e-05, eta: 0:21:23, time: 1.398, data_time: 0.007, memory: 5021, top1_acc: 0.5758, top5_acc: 0.7746, loss_cls: 1.8839, loss: 1.8839, grad_norm: 3.9784 2020-07-30 20:44:47,498 - mmaction - INFO - Epoch [180][180/940] lr: 3.046e-05, eta: 0:20:50, time: 1.394, data_time: 0.006, memory: 5021, top1_acc: 0.5676, top5_acc: 0.7713, loss_cls: 1.9058, loss: 1.9058, grad_norm: 4.1022 2020-07-30 20:45:15,460 - mmaction - INFO - Epoch [180][200/940] lr: 3.046e-05, eta: 0:20:17, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5635, top5_acc: 0.7721, loss_cls: 1.9068, loss: 1.9068, grad_norm: 4.0867 2020-07-30 20:45:43,178 - mmaction - INFO - Epoch [180][220/940] lr: 3.046e-05, eta: 0:19:44, time: 1.386, data_time: 0.002, memory: 5021, top1_acc: 0.5707, top5_acc: 0.7773, loss_cls: 1.8722, loss: 1.8722, grad_norm: 3.9741 2020-07-30 20:46:12,170 - mmaction - INFO - Epoch [180][240/940] lr: 3.046e-05, eta: 0:19:11, time: 1.448, data_time: 0.005, memory: 5021, top1_acc: 0.5502, top5_acc: 0.7568, loss_cls: 1.9865, loss: 1.9865, grad_norm: 4.1072 2020-07-30 20:46:40,093 - mmaction - INFO - Epoch [180][260/940] lr: 3.046e-05, eta: 0:18:38, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5758, top5_acc: 0.7812, loss_cls: 1.8510, loss: 1.8510, grad_norm: 4.0036 2020-07-30 20:47:07,862 - mmaction - INFO - Epoch [180][280/940] lr: 3.046e-05, eta: 0:18:05, time: 1.388, data_time: 0.002, memory: 5021, top1_acc: 0.5689, top5_acc: 0.7779, loss_cls: 1.8860, loss: 1.8860, grad_norm: 4.0533 2020-07-30 20:47:35,894 - mmaction - INFO - Epoch [180][300/940] lr: 3.046e-05, eta: 0:17:32, time: 1.400, data_time: 0.005, memory: 5021, top1_acc: 0.5576, top5_acc: 0.7643, loss_cls: 1.9231, loss: 1.9231, grad_norm: 4.0478 2020-07-30 20:48:03,829 - mmaction - INFO - Epoch [180][320/940] lr: 3.046e-05, eta: 0:16:59, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5662, top5_acc: 0.7773, loss_cls: 1.8889, loss: 1.8889, grad_norm: 4.0756 2020-07-30 20:48:32,231 - mmaction - INFO - Epoch [180][340/940] lr: 3.046e-05, eta: 0:16:26, time: 1.420, data_time: 0.002, memory: 5021, top1_acc: 0.5701, top5_acc: 0.7822, loss_cls: 1.8677, loss: 1.8677, grad_norm: 3.9877 2020-07-30 20:49:00,162 - mmaction - INFO - Epoch [180][360/940] lr: 3.046e-05, eta: 0:15:54, time: 1.395, data_time: 0.004, memory: 5021, top1_acc: 0.5582, top5_acc: 0.7684, loss_cls: 1.9271, loss: 1.9271, grad_norm: 4.0837 2020-07-30 20:49:28,205 - mmaction - INFO - Epoch [180][380/940] lr: 3.046e-05, eta: 0:15:21, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5547, top5_acc: 0.7707, loss_cls: 1.9318, loss: 1.9318, grad_norm: 4.0924 2020-07-30 20:49:56,592 - mmaction - INFO - Epoch [180][400/940] lr: 3.046e-05, eta: 0:14:48, time: 1.418, data_time: 0.004, memory: 5021, top1_acc: 0.5725, top5_acc: 0.7768, loss_cls: 1.8843, loss: 1.8843, grad_norm: 4.0256 2020-07-30 20:50:24,552 - mmaction - INFO - Epoch [180][420/940] lr: 3.046e-05, eta: 0:14:15, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5463, top5_acc: 0.7574, loss_cls: 1.9809, loss: 1.9809, grad_norm: 4.1981 2020-07-30 20:50:52,616 - mmaction - INFO - Epoch [180][440/940] lr: 3.046e-05, eta: 0:13:42, time: 1.403, data_time: 0.005, memory: 5021, top1_acc: 0.5635, top5_acc: 0.7727, loss_cls: 1.9260, loss: 1.9260, grad_norm: 4.0332 2020-07-30 20:51:20,958 - mmaction - INFO - Epoch [180][460/940] lr: 3.046e-05, eta: 0:13:09, time: 1.419, data_time: 0.005, memory: 5021, top1_acc: 0.5648, top5_acc: 0.7775, loss_cls: 1.8906, loss: 1.8906, grad_norm: 4.0594 2020-07-30 20:51:49,065 - mmaction - INFO - Epoch [180][480/940] lr: 3.046e-05, eta: 0:12:36, time: 1.404, data_time: 0.005, memory: 5021, top1_acc: 0.5699, top5_acc: 0.7768, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.0592 2020-07-30 20:52:17,690 - mmaction - INFO - Epoch [180][500/940] lr: 3.046e-05, eta: 0:12:03, time: 1.431, data_time: 0.005, memory: 5021, top1_acc: 0.5627, top5_acc: 0.7807, loss_cls: 1.8998, loss: 1.8998, grad_norm: 4.0940 2020-07-30 20:52:45,884 - mmaction - INFO - Epoch [180][520/940] lr: 3.046e-05, eta: 0:11:30, time: 1.410, data_time: 0.006, memory: 5021, top1_acc: 0.5703, top5_acc: 0.7834, loss_cls: 1.8554, loss: 1.8554, grad_norm: 4.0402 2020-07-30 20:53:13,848 - mmaction - INFO - Epoch [180][540/940] lr: 3.046e-05, eta: 0:10:57, time: 1.398, data_time: 0.005, memory: 5021, top1_acc: 0.5605, top5_acc: 0.7703, loss_cls: 1.9117, loss: 1.9117, grad_norm: 4.0887 2020-07-30 20:53:41,635 - mmaction - INFO - Epoch [180][560/940] lr: 3.046e-05, eta: 0:10:24, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5828, top5_acc: 0.7912, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.9697 2020-07-30 20:54:09,470 - mmaction - INFO - Epoch [180][580/940] lr: 3.046e-05, eta: 0:09:51, time: 1.390, data_time: 0.005, memory: 5021, top1_acc: 0.5643, top5_acc: 0.7732, loss_cls: 1.9169, loss: 1.9169, grad_norm: 4.0614 2020-07-30 20:54:37,134 - mmaction - INFO - Epoch [180][600/940] lr: 3.046e-05, eta: 0:09:19, time: 1.385, data_time: 0.005, memory: 5021, top1_acc: 0.5623, top5_acc: 0.7703, loss_cls: 1.8987, loss: 1.8987, grad_norm: 4.0580 2020-07-30 20:55:05,806 - mmaction - INFO - Epoch [180][620/940] lr: 3.046e-05, eta: 0:08:46, time: 1.433, data_time: 0.005, memory: 5021, top1_acc: 0.5637, top5_acc: 0.7783, loss_cls: 1.8812, loss: 1.8812, grad_norm: 4.0773 2020-07-30 20:55:33,752 - mmaction - INFO - Epoch [180][640/940] lr: 3.046e-05, eta: 0:08:13, time: 1.397, data_time: 0.002, memory: 5021, top1_acc: 0.5684, top5_acc: 0.7709, loss_cls: 1.9179, loss: 1.9179, grad_norm: 4.0401 2020-07-30 20:56:01,679 - mmaction - INFO - Epoch [180][660/940] lr: 3.046e-05, eta: 0:07:40, time: 1.395, data_time: 0.005, memory: 5021, top1_acc: 0.5600, top5_acc: 0.7707, loss_cls: 1.8967, loss: 1.8967, grad_norm: 4.0236 2020-07-30 20:56:29,285 - mmaction - INFO - Epoch [180][680/940] lr: 3.046e-05, eta: 0:07:07, time: 1.382, data_time: 0.005, memory: 5021, top1_acc: 0.5672, top5_acc: 0.7666, loss_cls: 1.9038, loss: 1.9038, grad_norm: 4.0536 2020-07-30 20:56:57,149 - mmaction - INFO - Epoch [180][700/940] lr: 3.046e-05, eta: 0:06:34, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5535, top5_acc: 0.7688, loss_cls: 1.8844, loss: 1.8844, grad_norm: 4.0504 2020-07-30 20:57:25,213 - mmaction - INFO - Epoch [180][720/940] lr: 3.046e-05, eta: 0:06:01, time: 1.406, data_time: 0.006, memory: 5021, top1_acc: 0.5631, top5_acc: 0.7732, loss_cls: 1.8985, loss: 1.8985, grad_norm: 4.0735 2020-07-30 20:57:52,641 - mmaction - INFO - Epoch [180][740/940] lr: 3.046e-05, eta: 0:05:28, time: 1.370, data_time: 0.005, memory: 5021, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.9227, loss: 1.9227, grad_norm: 4.0488 2020-07-30 20:58:20,574 - mmaction - INFO - Epoch [180][760/940] lr: 3.046e-05, eta: 0:04:55, time: 1.397, data_time: 0.005, memory: 5021, top1_acc: 0.5607, top5_acc: 0.7828, loss_cls: 1.8792, loss: 1.8792, grad_norm: 4.0356 2020-07-30 20:58:48,033 - mmaction - INFO - Epoch [180][780/940] lr: 3.046e-05, eta: 0:04:23, time: 1.374, data_time: 0.005, memory: 5021, top1_acc: 0.5684, top5_acc: 0.7725, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.0742 2020-07-30 20:59:16,105 - mmaction - INFO - Epoch [180][800/940] lr: 3.046e-05, eta: 0:03:50, time: 1.402, data_time: 0.004, memory: 5021, top1_acc: 0.5637, top5_acc: 0.7668, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.0953 2020-07-30 20:59:43,744 - mmaction - INFO - Epoch [180][820/940] lr: 3.046e-05, eta: 0:03:17, time: 1.384, data_time: 0.006, memory: 5021, top1_acc: 0.5580, top5_acc: 0.7701, loss_cls: 1.9093, loss: 1.9093, grad_norm: 4.1174 2020-07-30 21:00:17,485 - mmaction - INFO - Epoch [180][840/940] lr: 3.046e-05, eta: 0:02:44, time: 1.678, data_time: 0.007, memory: 5021, top1_acc: 0.5658, top5_acc: 0.7723, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.0208 2020-07-30 21:00:45,417 - mmaction - INFO - Epoch [180][860/940] lr: 3.046e-05, eta: 0:02:11, time: 1.405, data_time: 0.018, memory: 5021, top1_acc: 0.5725, top5_acc: 0.7834, loss_cls: 1.8564, loss: 1.8564, grad_norm: 3.9955 2020-07-30 21:01:13,796 - mmaction - INFO - Epoch [180][880/940] lr: 3.046e-05, eta: 0:01:38, time: 1.417, data_time: 0.005, memory: 5021, top1_acc: 0.5676, top5_acc: 0.7867, loss_cls: 1.8674, loss: 1.8674, grad_norm: 4.0632 2020-07-30 21:01:41,571 - mmaction - INFO - Epoch [180][900/940] lr: 3.046e-05, eta: 0:01:05, time: 1.391, data_time: 0.005, memory: 5021, top1_acc: 0.5605, top5_acc: 0.7727, loss_cls: 1.9119, loss: 1.9119, grad_norm: 4.0550 2020-07-30 21:02:09,162 - mmaction - INFO - Epoch [180][920/940] lr: 3.046e-05, eta: 0:00:32, time: 1.379, data_time: 0.002, memory: 5021, top1_acc: 0.5557, top5_acc: 0.7695, loss_cls: 1.9222, loss: 1.9222, grad_norm: 4.0744 2020-07-30 21:02:36,223 - mmaction - INFO - Epoch [180][940/940] lr: 3.046e-05, eta: 0:00:00, time: 1.351, data_time: 0.005, memory: 5021, top1_acc: 0.5686, top5_acc: 0.7762, loss_cls: 1.8716, loss: 1.8716, grad_norm: 4.0949 2020-07-30 21:02:36,627 - mmaction - INFO - Saving checkpoint at 180 epochs