2020-10-03 17:20:03,547 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.9 |Anaconda, Inc.| (default, Jul 30 2019, 19:07:31) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-28) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_30,code=sm_30;-gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-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;-gencode;arch=compute_52,code=compute_52 - CuDNN 7.6 - Built with CuDNN 7.3.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS=-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -O2 -pipe -I/opt/conda/conda-bld/pytorch_1565134926719/_h_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_place/include -fdebug-prefix-map=${SRC_DIR}=/usr/local/src/conda/${PKG_NAME}-${PKG_VERSION} -fdebug-prefix-map=${PREFIX}=/usr/local/src/conda-prefix -D_FORTIFY_SOURCE=2 -O2 -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -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, PERF_WITH_AVX512=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, TorchVision: 0.3.0 OpenCV: 4.2.0 MMCV: 1.1.3 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.6.0+1e77b0b ------------------------------------------------------------ 2020-10-03 17:20:03,548 - mmaction - INFO - Distributed training: True 2020-10-03 17:20:03,548 - mmaction - INFO - Config: /mnt/cache/duanhaodong/mmaction2/configs/k600/slowonly_8x8.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, lateral=False, conv1_kernel=(1, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, num_classes=600, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'VideoDataset' data_root = '/mnt/cache/duanhaodong/DATAshare/kinetics_all' data_root_val = '/mnt/cache/duanhaodong/DATAshare/kinetics_all' ann_file_train = 'data/k600/k600_train.txt' ann_file_val = 'data/k600/k600_val.txt' ann_file_test = 'data/k600/k600_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit'), dict(type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='DecordDecode'), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), 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='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=12, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.6, 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='CosineAnnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=8) workflow = [('train', 8)] evaluation = dict( interval=8, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/k600/slowonly_8x8' load_from = None resume_from = None find_unused_parameters = False 2020-10-03 17:20:11,457 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-40-53, work_dir: /mnt/cache/duanhaodong/mmaction2/work_dirs/k600/slowonly_8x8 2020-10-03 17:20:11,457 - mmaction - INFO - workflow: [('train', 8)], max: 256 epochs 2020-10-03 17:21:02,175 - mmaction - INFO - Epoch [1][20/999] lr: 6.000e-01, eta: 7 days, 11:57:48, time: 2.533, data_time: 1.281, memory: 8478, top1_acc: 0.0035, top5_acc: 0.0178, loss_cls: 6.8349, loss: 6.8349, grad_norm: 1.3780 2020-10-03 17:21:21,727 - mmaction - INFO - Epoch [1][40/999] lr: 6.000e-01, eta: 5 days, 4:41:59, time: 0.978, data_time: 0.003, memory: 8478, top1_acc: 0.0060, top5_acc: 0.0224, loss_cls: 6.3307, loss: 6.3307, grad_norm: 0.3445 2020-10-03 17:21:41,415 - mmaction - INFO - Epoch [1][60/999] lr: 6.000e-01, eta: 4 days, 10:25:28, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.0082, top5_acc: 0.0319, loss_cls: 6.2652, loss: 6.2652, grad_norm: 0.3495 2020-10-03 17:22:01,135 - mmaction - INFO - Epoch [1][80/999] lr: 6.000e-01, eta: 4 days, 1:19:10, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.0100, top5_acc: 0.0379, loss_cls: 6.1866, loss: 6.1866, grad_norm: 0.3995 2020-10-03 17:22:20,856 - mmaction - INFO - Epoch [1][100/999] lr: 6.000e-01, eta: 3 days, 19:51:40, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.0100, top5_acc: 0.0393, loss_cls: 6.1473, loss: 6.1473, grad_norm: 0.4162 2020-10-03 17:22:40,703 - mmaction - INFO - Epoch [1][120/999] lr: 6.000e-01, eta: 3 days, 16:17:04, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.0145, top5_acc: 0.0499, loss_cls: 6.0968, loss: 6.0968, grad_norm: 0.4153 2020-10-03 17:23:00,586 - mmaction - INFO - Epoch [1][140/999] lr: 6.000e-01, eta: 3 days, 13:45:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0121, top5_acc: 0.0503, loss_cls: 6.0630, loss: 6.0630, grad_norm: 0.4026 2020-10-03 17:23:20,460 - mmaction - INFO - Epoch [1][160/999] lr: 6.000e-01, eta: 3 days, 11:50:18, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.0115, top5_acc: 0.0471, loss_cls: 6.0575, loss: 6.0575, grad_norm: 0.3875 2020-10-03 17:23:40,352 - mmaction - INFO - Epoch [1][180/999] lr: 6.000e-01, eta: 3 days, 10:22:30, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.0139, top5_acc: 0.0513, loss_cls: 6.0024, loss: 6.0024, grad_norm: 0.4112 2020-10-03 17:24:00,250 - mmaction - INFO - Epoch [1][200/999] lr: 6.000e-01, eta: 3 days, 9:11:30, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0139, top5_acc: 0.0559, loss_cls: 6.0098, loss: 6.0098, grad_norm: 0.3967 2020-10-03 17:24:20,243 - mmaction - INFO - Epoch [1][220/999] lr: 6.000e-01, eta: 3 days, 8:14:57, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.0197, top5_acc: 0.0632, loss_cls: 5.9764, loss: 5.9764, grad_norm: 0.4073 2020-10-03 17:24:40,137 - mmaction - INFO - Epoch [1][240/999] lr: 6.000e-01, eta: 3 days, 7:26:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.0139, top5_acc: 0.0585, loss_cls: 5.9618, loss: 5.9618, grad_norm: 0.4068 2020-10-03 17:25:00,059 - mmaction - INFO - Epoch [1][260/999] lr: 6.000e-01, eta: 3 days, 6:45:34, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.0174, top5_acc: 0.0624, loss_cls: 5.9285, loss: 5.9285, grad_norm: 0.4319 2020-10-03 17:25:19,968 - mmaction - INFO - Epoch [1][280/999] lr: 6.000e-01, eta: 3 days, 6:10:50, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.0174, top5_acc: 0.0665, loss_cls: 5.9046, loss: 5.9046, grad_norm: 0.4305 2020-10-03 17:25:40,008 - mmaction - INFO - Epoch [1][300/999] lr: 6.000e-01, eta: 3 days, 5:41:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0197, top5_acc: 0.0687, loss_cls: 5.8833, loss: 5.8833, grad_norm: 0.4348 2020-10-03 17:25:59,971 - mmaction - INFO - Epoch [1][320/999] lr: 6.000e-01, eta: 3 days, 5:15:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0232, top5_acc: 0.0751, loss_cls: 5.8536, loss: 5.8536, grad_norm: 0.4417 2020-10-03 17:26:19,923 - mmaction - INFO - Epoch [1][340/999] lr: 6.000e-01, eta: 3 days, 4:52:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0188, top5_acc: 0.0732, loss_cls: 5.8514, loss: 5.8514, grad_norm: 0.4407 2020-10-03 17:26:39,905 - mmaction - INFO - Epoch [1][360/999] lr: 6.000e-01, eta: 3 days, 4:32:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0236, top5_acc: 0.0828, loss_cls: 5.8015, loss: 5.8015, grad_norm: 0.4628 2020-10-03 17:26:59,865 - mmaction - INFO - Epoch [1][380/999] lr: 6.000e-01, eta: 3 days, 4:13:44, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.0223, top5_acc: 0.0775, loss_cls: 5.7990, loss: 5.7990, grad_norm: 0.4478 2020-10-03 17:27:19,842 - mmaction - INFO - Epoch [1][400/999] lr: 6.000e-01, eta: 3 days, 3:57:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0255, top5_acc: 0.0871, loss_cls: 5.7707, loss: 5.7707, grad_norm: 0.4597 2020-10-03 17:27:39,724 - mmaction - INFO - Epoch [1][420/999] lr: 6.000e-01, eta: 3 days, 3:41:19, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0232, top5_acc: 0.0868, loss_cls: 5.7560, loss: 5.7560, grad_norm: 0.4590 2020-10-03 17:27:59,787 - mmaction - INFO - Epoch [1][440/999] lr: 6.000e-01, eta: 3 days, 3:28:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0266, top5_acc: 0.0969, loss_cls: 5.7145, loss: 5.7145, grad_norm: 0.4627 2020-10-03 17:28:19,671 - mmaction - INFO - Epoch [1][460/999] lr: 6.000e-01, eta: 3 days, 3:15:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.0276, top5_acc: 0.0999, loss_cls: 5.6932, loss: 5.6932, grad_norm: 0.4912 2020-10-03 17:28:39,634 - mmaction - INFO - Epoch [1][480/999] lr: 6.000e-01, eta: 3 days, 3:03:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0297, top5_acc: 0.1014, loss_cls: 5.6545, loss: 5.6545, grad_norm: 0.4881 2020-10-03 17:28:59,568 - mmaction - INFO - Epoch [1][500/999] lr: 6.000e-01, eta: 3 days, 2:52:44, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.0306, top5_acc: 0.0999, loss_cls: 5.6496, loss: 5.6496, grad_norm: 0.4791 2020-10-03 17:29:19,522 - mmaction - INFO - Epoch [1][520/999] lr: 6.000e-01, eta: 3 days, 2:42:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0345, top5_acc: 0.1072, loss_cls: 5.6049, loss: 5.6049, grad_norm: 0.5006 2020-10-03 17:29:39,453 - mmaction - INFO - Epoch [1][540/999] lr: 6.000e-01, eta: 3 days, 2:33:38, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.0299, top5_acc: 0.1034, loss_cls: 5.6180, loss: 5.6180, grad_norm: 0.4903 2020-10-03 17:29:59,368 - mmaction - INFO - Epoch [1][560/999] lr: 6.000e-01, eta: 3 days, 2:24:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0340, top5_acc: 0.1087, loss_cls: 5.5798, loss: 5.5798, grad_norm: 0.5159 2020-10-03 17:30:20,170 - mmaction - INFO - Epoch [1][580/999] lr: 6.000e-01, eta: 3 days, 2:22:56, time: 1.040, data_time: 0.002, memory: 8478, top1_acc: 0.0346, top5_acc: 0.1099, loss_cls: 5.5843, loss: 5.5843, grad_norm: 0.5029 2020-10-03 17:30:40,093 - mmaction - INFO - Epoch [1][600/999] lr: 6.000e-01, eta: 3 days, 2:14:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0384, top5_acc: 0.1243, loss_cls: 5.5135, loss: 5.5135, grad_norm: 0.5261 2020-10-03 17:30:59,971 - mmaction - INFO - Epoch [1][620/999] lr: 6.000e-01, eta: 3 days, 2:07:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0389, top5_acc: 0.1212, loss_cls: 5.5394, loss: 5.5394, grad_norm: 0.5178 2020-10-03 17:31:19,920 - mmaction - INFO - Epoch [1][640/999] lr: 6.000e-01, eta: 3 days, 2:00:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.0382, top5_acc: 0.1201, loss_cls: 5.5078, loss: 5.5078, grad_norm: 0.5199 2020-10-03 17:31:39,845 - mmaction - INFO - Epoch [1][660/999] lr: 6.000e-01, eta: 3 days, 1:53:56, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.0417, top5_acc: 0.1303, loss_cls: 5.4791, loss: 5.4791, grad_norm: 0.5222 2020-10-03 17:31:59,855 - mmaction - INFO - Epoch [1][680/999] lr: 6.000e-01, eta: 3 days, 1:48:17, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.0367, top5_acc: 0.1237, loss_cls: 5.5064, loss: 5.5064, grad_norm: 0.5051 2020-10-03 17:32:19,800 - mmaction - INFO - Epoch [1][700/999] lr: 6.000e-01, eta: 3 days, 1:42:34, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.0440, top5_acc: 0.1276, loss_cls: 5.4662, loss: 5.4662, grad_norm: 0.5131 2020-10-03 17:32:39,734 - mmaction - INFO - Epoch [1][720/999] lr: 6.000e-01, eta: 3 days, 1:37:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0410, top5_acc: 0.1366, loss_cls: 5.4506, loss: 5.4506, grad_norm: 0.5210 2020-10-03 17:32:59,635 - mmaction - INFO - Epoch [1][740/999] lr: 6.000e-01, eta: 3 days, 1:31:31, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.0409, top5_acc: 0.1363, loss_cls: 5.4208, loss: 5.4208, grad_norm: 0.5252 2020-10-03 17:33:19,612 - mmaction - INFO - Epoch [1][760/999] lr: 6.000e-01, eta: 3 days, 1:26:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0477, top5_acc: 0.1384, loss_cls: 5.3948, loss: 5.3948, grad_norm: 0.5257 2020-10-03 17:33:39,525 - mmaction - INFO - Epoch [1][780/999] lr: 6.000e-01, eta: 3 days, 1:22:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.0426, top5_acc: 0.1371, loss_cls: 5.4159, loss: 5.4159, grad_norm: 0.5394 2020-10-03 17:33:59,457 - mmaction - INFO - Epoch [1][800/999] lr: 6.000e-01, eta: 3 days, 1:17:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0432, top5_acc: 0.1471, loss_cls: 5.3721, loss: 5.3721, grad_norm: 0.5234 2020-10-03 17:34:19,473 - mmaction - INFO - Epoch [1][820/999] lr: 6.000e-01, eta: 3 days, 1:13:32, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.0493, top5_acc: 0.1452, loss_cls: 5.3626, loss: 5.3626, grad_norm: 0.5316 2020-10-03 17:34:39,386 - mmaction - INFO - Epoch [1][840/999] lr: 6.000e-01, eta: 3 days, 1:09:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.0460, top5_acc: 0.1530, loss_cls: 5.3592, loss: 5.3592, grad_norm: 0.5198 2020-10-03 17:34:59,360 - mmaction - INFO - Epoch [1][860/999] lr: 6.000e-01, eta: 3 days, 1:05:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.0484, top5_acc: 0.1514, loss_cls: 5.3381, loss: 5.3381, grad_norm: 0.5339 2020-10-03 17:35:19,337 - mmaction - INFO - Epoch [1][880/999] lr: 6.000e-01, eta: 3 days, 1:02:06, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0500, top5_acc: 0.1500, loss_cls: 5.3587, loss: 5.3587, grad_norm: 0.5341 2020-10-03 17:35:39,177 - mmaction - INFO - Epoch [1][900/999] lr: 6.000e-01, eta: 3 days, 0:57:55, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.0516, top5_acc: 0.1547, loss_cls: 5.3251, loss: 5.3251, grad_norm: 0.5473 2020-10-03 17:35:59,197 - mmaction - INFO - Epoch [1][920/999] lr: 6.000e-01, eta: 3 days, 0:54:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0522, top5_acc: 0.1536, loss_cls: 5.2935, loss: 5.2935, grad_norm: 0.5491 2020-10-03 17:36:19,112 - mmaction - INFO - Epoch [1][940/999] lr: 6.000e-01, eta: 3 days, 0:51:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0490, top5_acc: 0.1531, loss_cls: 5.3104, loss: 5.3104, grad_norm: 0.5425 2020-10-03 17:36:39,192 - mmaction - INFO - Epoch [1][960/999] lr: 6.000e-01, eta: 3 days, 0:48:56, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.0540, top5_acc: 0.1658, loss_cls: 5.2910, loss: 5.2910, grad_norm: 0.5495 2020-10-03 17:36:59,067 - mmaction - INFO - Epoch [1][980/999] lr: 6.000e-01, eta: 3 days, 0:45:31, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.0520, top5_acc: 0.1557, loss_cls: 5.2869, loss: 5.2869, grad_norm: 0.5391 2020-10-03 17:38:09,108 - mmaction - INFO - Epoch [2][20/999] lr: 6.000e-01, eta: 3 days, 1:28:41, time: 2.531, data_time: 1.470, memory: 8478, top1_acc: 0.0568, top5_acc: 0.1698, loss_cls: 5.2144, loss: 5.2144, grad_norm: 0.5459 2020-10-03 17:38:28,894 - mmaction - INFO - Epoch [2][40/999] lr: 6.000e-01, eta: 3 days, 1:24:29, time: 0.991, data_time: 0.004, memory: 8478, top1_acc: 0.0536, top5_acc: 0.1654, loss_cls: 5.2619, loss: 5.2619, grad_norm: 0.5560 2020-10-03 17:38:48,741 - mmaction - INFO - Epoch [2][60/999] lr: 6.000e-01, eta: 3 days, 1:20:24, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.0577, top5_acc: 0.1647, loss_cls: 5.2361, loss: 5.2361, grad_norm: 0.5460 2020-10-03 17:39:08,722 - mmaction - INFO - Epoch [2][80/999] lr: 6.000e-01, eta: 3 days, 1:17:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.0638, top5_acc: 0.1758, loss_cls: 5.2000, loss: 5.2000, grad_norm: 0.5639 2020-10-03 17:39:28,570 - mmaction - INFO - Epoch [2][100/999] lr: 6.000e-01, eta: 3 days, 1:13:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.0622, top5_acc: 0.1811, loss_cls: 5.2028, loss: 5.2028, grad_norm: 0.5684 2020-10-03 17:39:48,523 - mmaction - INFO - Epoch [2][120/999] lr: 6.000e-01, eta: 3 days, 1:10:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0579, top5_acc: 0.1729, loss_cls: 5.1885, loss: 5.1885, grad_norm: 0.5695 2020-10-03 17:40:08,408 - mmaction - INFO - Epoch [2][140/999] lr: 6.000e-01, eta: 3 days, 1:06:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0598, top5_acc: 0.1831, loss_cls: 5.1435, loss: 5.1435, grad_norm: 0.5814 2020-10-03 17:40:28,334 - mmaction - INFO - Epoch [2][160/999] lr: 6.000e-01, eta: 3 days, 1:03:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0643, top5_acc: 0.1836, loss_cls: 5.1796, loss: 5.1796, grad_norm: 0.5662 2020-10-03 17:40:48,342 - mmaction - INFO - Epoch [2][180/999] lr: 6.000e-01, eta: 3 days, 1:01:07, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.0632, top5_acc: 0.1850, loss_cls: 5.1520, loss: 5.1520, grad_norm: 0.5885 2020-10-03 17:41:08,286 - mmaction - INFO - Epoch [2][200/999] lr: 6.000e-01, eta: 3 days, 0:58:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0656, top5_acc: 0.1852, loss_cls: 5.1391, loss: 5.1391, grad_norm: 0.5663 2020-10-03 17:41:28,300 - mmaction - INFO - Epoch [2][220/999] lr: 6.000e-01, eta: 3 days, 0:55:42, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0647, top5_acc: 0.1806, loss_cls: 5.1391, loss: 5.1391, grad_norm: 0.5841 2020-10-03 17:41:48,157 - mmaction - INFO - Epoch [2][240/999] lr: 6.000e-01, eta: 3 days, 0:52:44, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.0699, top5_acc: 0.1971, loss_cls: 5.0934, loss: 5.0934, grad_norm: 0.5739 2020-10-03 17:42:07,973 - mmaction - INFO - Epoch [2][260/999] lr: 6.000e-01, eta: 3 days, 0:49:42, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.0708, top5_acc: 0.1962, loss_cls: 5.0955, loss: 5.0955, grad_norm: 0.6023 2020-10-03 17:42:27,981 - mmaction - INFO - Epoch [2][280/999] lr: 6.000e-01, eta: 3 days, 0:47:24, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0664, top5_acc: 0.1915, loss_cls: 5.1046, loss: 5.1046, grad_norm: 0.5953 2020-10-03 17:42:47,948 - mmaction - INFO - Epoch [2][300/999] lr: 6.000e-01, eta: 3 days, 0:44:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0690, top5_acc: 0.1918, loss_cls: 5.1021, loss: 5.1021, grad_norm: 0.5966 2020-10-03 17:43:07,867 - mmaction - INFO - Epoch [2][320/999] lr: 6.000e-01, eta: 3 days, 0:42:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0702, top5_acc: 0.2023, loss_cls: 5.0586, loss: 5.0586, grad_norm: 0.5999 2020-10-03 17:43:27,738 - mmaction - INFO - Epoch [2][340/999] lr: 6.000e-01, eta: 3 days, 0:39:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.0694, top5_acc: 0.1978, loss_cls: 5.0638, loss: 5.0638, grad_norm: 0.6038 2020-10-03 17:43:47,757 - mmaction - INFO - Epoch [2][360/999] lr: 6.000e-01, eta: 3 days, 0:37:49, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.0707, top5_acc: 0.1975, loss_cls: 5.0567, loss: 5.0567, grad_norm: 0.6088 2020-10-03 17:44:07,705 - mmaction - INFO - Epoch [2][380/999] lr: 6.000e-01, eta: 3 days, 0:35:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0701, top5_acc: 0.1991, loss_cls: 5.0884, loss: 5.0884, grad_norm: 0.6138 2020-10-03 17:44:27,714 - mmaction - INFO - Epoch [2][400/999] lr: 6.000e-01, eta: 3 days, 0:33:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0743, top5_acc: 0.1988, loss_cls: 5.0643, loss: 5.0643, grad_norm: 0.5871 2020-10-03 17:44:47,601 - mmaction - INFO - Epoch [2][420/999] lr: 6.000e-01, eta: 3 days, 0:31:20, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.0743, top5_acc: 0.1992, loss_cls: 5.0478, loss: 5.0478, grad_norm: 0.5916 2020-10-03 17:45:07,564 - mmaction - INFO - Epoch [2][440/999] lr: 6.000e-01, eta: 3 days, 0:29:22, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.0753, top5_acc: 0.2107, loss_cls: 5.0036, loss: 5.0036, grad_norm: 0.6170 2020-10-03 17:45:27,558 - mmaction - INFO - Epoch [2][460/999] lr: 6.000e-01, eta: 3 days, 0:27:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0797, top5_acc: 0.2104, loss_cls: 5.0341, loss: 5.0341, grad_norm: 0.5996 2020-10-03 17:45:47,382 - mmaction - INFO - Epoch [2][480/999] lr: 6.000e-01, eta: 3 days, 0:25:07, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.0776, top5_acc: 0.2128, loss_cls: 5.0129, loss: 5.0129, grad_norm: 0.6166 2020-10-03 17:46:07,336 - mmaction - INFO - Epoch [2][500/999] lr: 6.000e-01, eta: 3 days, 0:23:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0793, top5_acc: 0.2307, loss_cls: 4.9707, loss: 4.9707, grad_norm: 0.6181 2020-10-03 17:46:27,247 - mmaction - INFO - Epoch [2][520/999] lr: 6.000e-01, eta: 3 days, 0:21:12, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.0725, top5_acc: 0.2128, loss_cls: 5.0027, loss: 5.0027, grad_norm: 0.6090 2020-10-03 17:46:47,100 - mmaction - INFO - Epoch [2][540/999] lr: 6.000e-01, eta: 3 days, 0:19:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.0811, top5_acc: 0.2103, loss_cls: 5.0174, loss: 5.0174, grad_norm: 0.6079 2020-10-03 17:47:06,920 - mmaction - INFO - Epoch [2][560/999] lr: 6.000e-01, eta: 3 days, 0:16:59, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.0780, top5_acc: 0.2182, loss_cls: 4.9390, loss: 4.9390, grad_norm: 0.6272 2020-10-03 17:47:26,813 - mmaction - INFO - Epoch [2][580/999] lr: 6.000e-01, eta: 3 days, 0:15:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0839, top5_acc: 0.2234, loss_cls: 4.9444, loss: 4.9444, grad_norm: 0.6287 2020-10-03 17:47:46,720 - mmaction - INFO - Epoch [2][600/999] lr: 6.000e-01, eta: 3 days, 0:13:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0850, top5_acc: 0.2215, loss_cls: 4.9428, loss: 4.9428, grad_norm: 0.6202 2020-10-03 17:48:06,741 - mmaction - INFO - Epoch [2][620/999] lr: 6.000e-01, eta: 3 days, 0:11:50, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0836, top5_acc: 0.2247, loss_cls: 4.9190, loss: 4.9190, grad_norm: 0.6191 2020-10-03 17:48:26,588 - mmaction - INFO - Epoch [2][640/999] lr: 6.000e-01, eta: 3 days, 0:09:49, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.0835, top5_acc: 0.2263, loss_cls: 4.9199, loss: 4.9199, grad_norm: 0.6506 2020-10-03 17:48:46,475 - mmaction - INFO - Epoch [2][660/999] lr: 6.000e-01, eta: 3 days, 0:08:06, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0827, top5_acc: 0.2288, loss_cls: 4.9142, loss: 4.9142, grad_norm: 0.6314 2020-10-03 17:49:06,462 - mmaction - INFO - Epoch [2][680/999] lr: 6.000e-01, eta: 3 days, 0:06:34, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0853, top5_acc: 0.2211, loss_cls: 4.9460, loss: 4.9460, grad_norm: 0.6282 2020-10-03 17:49:26,373 - mmaction - INFO - Epoch [2][700/999] lr: 6.000e-01, eta: 3 days, 0:04:58, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.0858, top5_acc: 0.2375, loss_cls: 4.8844, loss: 4.8844, grad_norm: 0.6331 2020-10-03 17:49:46,301 - mmaction - INFO - Epoch [2][720/999] lr: 6.000e-01, eta: 3 days, 0:03:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0857, top5_acc: 0.2276, loss_cls: 4.9232, loss: 4.9232, grad_norm: 0.6402 2020-10-03 17:50:06,325 - mmaction - INFO - Epoch [2][740/999] lr: 6.000e-01, eta: 3 days, 0:02:01, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.0936, top5_acc: 0.2454, loss_cls: 4.8466, loss: 4.8466, grad_norm: 0.6522 2020-10-03 17:50:26,305 - mmaction - INFO - Epoch [2][760/999] lr: 6.000e-01, eta: 3 days, 0:00:42, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.0900, top5_acc: 0.2324, loss_cls: 4.8645, loss: 4.8645, grad_norm: 0.6409 2020-10-03 17:50:46,184 - mmaction - INFO - Epoch [2][780/999] lr: 6.000e-01, eta: 2 days, 23:59:01, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.0826, top5_acc: 0.2302, loss_cls: 4.8977, loss: 4.8977, grad_norm: 0.6532 2020-10-03 17:51:06,103 - mmaction - INFO - Epoch [2][800/999] lr: 6.000e-01, eta: 2 days, 23:57:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0857, top5_acc: 0.2366, loss_cls: 4.8731, loss: 4.8731, grad_norm: 0.6307 2020-10-03 17:51:26,015 - mmaction - INFO - Epoch [2][820/999] lr: 6.000e-01, eta: 2 days, 23:56:06, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.0799, top5_acc: 0.2376, loss_cls: 4.8560, loss: 4.8560, grad_norm: 0.6445 2020-10-03 17:51:45,919 - mmaction - INFO - Epoch [2][840/999] lr: 6.000e-01, eta: 2 days, 23:54:38, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0863, top5_acc: 0.2370, loss_cls: 4.8808, loss: 4.8808, grad_norm: 0.6463 2020-10-03 17:52:05,912 - mmaction - INFO - Epoch [2][860/999] lr: 6.000e-01, eta: 2 days, 23:53:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0930, top5_acc: 0.2503, loss_cls: 4.8511, loss: 4.8511, grad_norm: 0.6579 2020-10-03 17:52:25,794 - mmaction - INFO - Epoch [2][880/999] lr: 6.000e-01, eta: 2 days, 23:51:51, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.0935, top5_acc: 0.2388, loss_cls: 4.8511, loss: 4.8511, grad_norm: 0.6445 2020-10-03 17:52:45,681 - mmaction - INFO - Epoch [2][900/999] lr: 6.000e-01, eta: 2 days, 23:50:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.0944, top5_acc: 0.2563, loss_cls: 4.7898, loss: 4.7898, grad_norm: 0.6524 2020-10-03 17:53:05,626 - mmaction - INFO - Epoch [2][920/999] lr: 6.000e-01, eta: 2 days, 23:49:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1003, top5_acc: 0.2501, loss_cls: 4.7989, loss: 4.7989, grad_norm: 0.6726 2020-10-03 17:53:25,577 - mmaction - INFO - Epoch [2][940/999] lr: 6.000e-01, eta: 2 days, 23:47:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0984, top5_acc: 0.2590, loss_cls: 4.7937, loss: 4.7937, grad_norm: 0.6520 2020-10-03 17:53:45,461 - mmaction - INFO - Epoch [2][960/999] lr: 6.000e-01, eta: 2 days, 23:46:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.0934, top5_acc: 0.2477, loss_cls: 4.8214, loss: 4.8214, grad_norm: 0.6635 2020-10-03 17:54:05,535 - mmaction - INFO - Epoch [2][980/999] lr: 6.000e-01, eta: 2 days, 23:45:32, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.0967, top5_acc: 0.2585, loss_cls: 4.7696, loss: 4.7696, grad_norm: 0.6551 2020-10-03 17:55:14,926 - mmaction - INFO - Epoch [3][20/999] lr: 5.999e-01, eta: 3 days, 0:06:56, time: 2.511, data_time: 1.447, memory: 8478, top1_acc: 0.0964, top5_acc: 0.2605, loss_cls: 4.7826, loss: 4.7826, grad_norm: 0.6655 2020-10-03 17:55:34,555 - mmaction - INFO - Epoch [3][40/999] lr: 5.999e-01, eta: 3 days, 0:04:48, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.0977, top5_acc: 0.2590, loss_cls: 4.7631, loss: 4.7631, grad_norm: 0.6805 2020-10-03 17:55:54,370 - mmaction - INFO - Epoch [3][60/999] lr: 5.999e-01, eta: 3 days, 0:03:11, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.0995, top5_acc: 0.2663, loss_cls: 4.7420, loss: 4.7420, grad_norm: 0.6677 2020-10-03 17:56:14,183 - mmaction - INFO - Epoch [3][80/999] lr: 5.999e-01, eta: 3 days, 0:01:32, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1016, top5_acc: 0.2708, loss_cls: 4.7156, loss: 4.7156, grad_norm: 0.6718 2020-10-03 17:56:34,225 - mmaction - INFO - Epoch [3][100/999] lr: 5.999e-01, eta: 3 days, 0:00:24, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0983, top5_acc: 0.2620, loss_cls: 4.7539, loss: 4.7539, grad_norm: 0.6722 2020-10-03 17:56:54,161 - mmaction - INFO - Epoch [3][120/999] lr: 5.999e-01, eta: 2 days, 23:59:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1025, top5_acc: 0.2643, loss_cls: 4.7372, loss: 4.7372, grad_norm: 0.6822 2020-10-03 17:57:14,076 - mmaction - INFO - Epoch [3][140/999] lr: 5.999e-01, eta: 2 days, 23:57:42, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1010, top5_acc: 0.2581, loss_cls: 4.7557, loss: 4.7557, grad_norm: 0.6875 2020-10-03 17:57:34,019 - mmaction - INFO - Epoch [3][160/999] lr: 5.999e-01, eta: 2 days, 23:56:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1108, top5_acc: 0.2745, loss_cls: 4.6939, loss: 4.6939, grad_norm: 0.6991 2020-10-03 17:57:53,912 - mmaction - INFO - Epoch [3][180/999] lr: 5.999e-01, eta: 2 days, 23:55:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1063, top5_acc: 0.2707, loss_cls: 4.7045, loss: 4.7045, grad_norm: 0.6846 2020-10-03 17:58:13,848 - mmaction - INFO - Epoch [3][200/999] lr: 5.999e-01, eta: 2 days, 23:53:42, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.1098, top5_acc: 0.2690, loss_cls: 4.7086, loss: 4.7086, grad_norm: 0.6811 2020-10-03 17:58:33,827 - mmaction - INFO - Epoch [3][220/999] lr: 5.999e-01, eta: 2 days, 23:52:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1092, top5_acc: 0.2828, loss_cls: 4.6713, loss: 4.6713, grad_norm: 0.6818 2020-10-03 17:58:53,696 - mmaction - INFO - Epoch [3][240/999] lr: 5.999e-01, eta: 2 days, 23:51:12, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.1109, top5_acc: 0.2724, loss_cls: 4.6938, loss: 4.6938, grad_norm: 0.6991 2020-10-03 17:59:13,707 - mmaction - INFO - Epoch [3][260/999] lr: 5.999e-01, eta: 2 days, 23:50:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1047, top5_acc: 0.2690, loss_cls: 4.6961, loss: 4.6961, grad_norm: 0.6802 2020-10-03 17:59:33,610 - mmaction - INFO - Epoch [3][280/999] lr: 5.999e-01, eta: 2 days, 23:48:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1087, top5_acc: 0.2784, loss_cls: 4.6708, loss: 4.6708, grad_norm: 0.6931 2020-10-03 17:59:53,551 - mmaction - INFO - Epoch [3][300/999] lr: 5.999e-01, eta: 2 days, 23:47:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1078, top5_acc: 0.2751, loss_cls: 4.6903, loss: 4.6903, grad_norm: 0.6826 2020-10-03 18:00:15,553 - mmaction - INFO - Epoch [3][320/999] lr: 5.999e-01, eta: 2 days, 23:50:13, time: 1.099, data_time: 0.002, memory: 8478, top1_acc: 0.1064, top5_acc: 0.2792, loss_cls: 4.6776, loss: 4.6776, grad_norm: 0.6888 2020-10-03 18:00:35,468 - mmaction - INFO - Epoch [3][340/999] lr: 5.999e-01, eta: 2 days, 23:49:00, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.1098, top5_acc: 0.2750, loss_cls: 4.6709, loss: 4.6709, grad_norm: 0.6897 2020-10-03 18:00:55,453 - mmaction - INFO - Epoch [3][360/999] lr: 5.999e-01, eta: 2 days, 23:47:54, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1085, top5_acc: 0.2797, loss_cls: 4.6617, loss: 4.6617, grad_norm: 0.6983 2020-10-03 18:01:15,418 - mmaction - INFO - Epoch [3][380/999] lr: 5.999e-01, eta: 2 days, 23:46:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1107, top5_acc: 0.2758, loss_cls: 4.6689, loss: 4.6689, grad_norm: 0.7003 2020-10-03 18:01:35,404 - mmaction - INFO - Epoch [3][400/999] lr: 5.999e-01, eta: 2 days, 23:45:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1185, top5_acc: 0.2878, loss_cls: 4.6388, loss: 4.6388, grad_norm: 0.6847 2020-10-03 18:01:55,374 - mmaction - INFO - Epoch [3][420/999] lr: 5.999e-01, eta: 2 days, 23:44:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1195, top5_acc: 0.2921, loss_cls: 4.6054, loss: 4.6054, grad_norm: 0.7057 2020-10-03 18:02:15,290 - mmaction - INFO - Epoch [3][440/999] lr: 5.999e-01, eta: 2 days, 23:43:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1184, top5_acc: 0.2884, loss_cls: 4.6315, loss: 4.6315, grad_norm: 0.7019 2020-10-03 18:02:35,173 - mmaction - INFO - Epoch [3][460/999] lr: 5.999e-01, eta: 2 days, 23:42:18, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1154, top5_acc: 0.2871, loss_cls: 4.6268, loss: 4.6268, grad_norm: 0.7093 2020-10-03 18:02:55,117 - mmaction - INFO - Epoch [3][480/999] lr: 5.999e-01, eta: 2 days, 23:41:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1104, top5_acc: 0.2828, loss_cls: 4.6469, loss: 4.6469, grad_norm: 0.7057 2020-10-03 18:03:14,998 - mmaction - INFO - Epoch [3][500/999] lr: 5.999e-01, eta: 2 days, 23:40:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.1176, top5_acc: 0.2868, loss_cls: 4.6131, loss: 4.6131, grad_norm: 0.6924 2020-10-03 18:03:34,960 - mmaction - INFO - Epoch [3][520/999] lr: 5.999e-01, eta: 2 days, 23:38:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1224, top5_acc: 0.2910, loss_cls: 4.6074, loss: 4.6074, grad_norm: 0.6982 2020-10-03 18:03:54,946 - mmaction - INFO - Epoch [3][540/999] lr: 5.999e-01, eta: 2 days, 23:38:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1230, top5_acc: 0.2827, loss_cls: 4.6473, loss: 4.6473, grad_norm: 0.7187 2020-10-03 18:04:14,822 - mmaction - INFO - Epoch [3][560/999] lr: 5.999e-01, eta: 2 days, 23:36:52, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.1201, top5_acc: 0.2882, loss_cls: 4.6203, loss: 4.6203, grad_norm: 0.6989 2020-10-03 18:04:34,692 - mmaction - INFO - Epoch [3][580/999] lr: 5.999e-01, eta: 2 days, 23:35:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1134, top5_acc: 0.2986, loss_cls: 4.5784, loss: 4.5784, grad_norm: 0.7097 2020-10-03 18:04:54,622 - mmaction - INFO - Epoch [3][600/999] lr: 5.999e-01, eta: 2 days, 23:34:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1133, top5_acc: 0.2863, loss_cls: 4.6196, loss: 4.6196, grad_norm: 0.7168 2020-10-03 18:05:14,621 - mmaction - INFO - Epoch [3][620/999] lr: 5.999e-01, eta: 2 days, 23:33:45, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.1216, top5_acc: 0.2947, loss_cls: 4.6022, loss: 4.6022, grad_norm: 0.7062 2020-10-03 18:05:34,475 - mmaction - INFO - Epoch [3][640/999] lr: 5.999e-01, eta: 2 days, 23:32:33, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1193, top5_acc: 0.2960, loss_cls: 4.5946, loss: 4.5946, grad_norm: 0.7079 2020-10-03 18:05:54,358 - mmaction - INFO - Epoch [3][660/999] lr: 5.999e-01, eta: 2 days, 23:31:32, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.1168, top5_acc: 0.2889, loss_cls: 4.6121, loss: 4.6121, grad_norm: 0.7133 2020-10-03 18:06:14,355 - mmaction - INFO - Epoch [3][680/999] lr: 5.999e-01, eta: 2 days, 23:30:38, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1191, top5_acc: 0.2973, loss_cls: 4.5636, loss: 4.5636, grad_norm: 0.7171 2020-10-03 18:06:34,270 - mmaction - INFO - Epoch [3][700/999] lr: 5.999e-01, eta: 2 days, 23:29:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1207, top5_acc: 0.3079, loss_cls: 4.5266, loss: 4.5266, grad_norm: 0.7068 2020-10-03 18:06:54,150 - mmaction - INFO - Epoch [3][720/999] lr: 5.999e-01, eta: 2 days, 23:28:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1216, top5_acc: 0.2977, loss_cls: 4.5808, loss: 4.5808, grad_norm: 0.7309 2020-10-03 18:07:14,148 - mmaction - INFO - Epoch [3][740/999] lr: 5.999e-01, eta: 2 days, 23:27:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1237, top5_acc: 0.2996, loss_cls: 4.5825, loss: 4.5825, grad_norm: 0.7211 2020-10-03 18:07:34,037 - mmaction - INFO - Epoch [3][760/999] lr: 5.999e-01, eta: 2 days, 23:26:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1292, top5_acc: 0.2962, loss_cls: 4.5674, loss: 4.5674, grad_norm: 0.7350 2020-10-03 18:07:53,859 - mmaction - INFO - Epoch [3][780/999] lr: 5.999e-01, eta: 2 days, 23:25:33, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1195, top5_acc: 0.2973, loss_cls: 4.5627, loss: 4.5627, grad_norm: 0.7130 2020-10-03 18:08:13,861 - mmaction - INFO - Epoch [3][800/999] lr: 5.999e-01, eta: 2 days, 23:24:44, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1232, top5_acc: 0.3005, loss_cls: 4.5438, loss: 4.5438, grad_norm: 0.7303 2020-10-03 18:08:33,749 - mmaction - INFO - Epoch [3][820/999] lr: 5.999e-01, eta: 2 days, 23:23:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1289, top5_acc: 0.3128, loss_cls: 4.5118, loss: 4.5118, grad_norm: 0.7228 2020-10-03 18:08:53,633 - mmaction - INFO - Epoch [3][840/999] lr: 5.999e-01, eta: 2 days, 23:22:42, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.1211, top5_acc: 0.3022, loss_cls: 4.5472, loss: 4.5472, grad_norm: 0.7285 2020-10-03 18:09:13,543 - mmaction - INFO - Epoch [3][860/999] lr: 5.999e-01, eta: 2 days, 23:21:47, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1251, top5_acc: 0.3034, loss_cls: 4.5288, loss: 4.5288, grad_norm: 0.7398 2020-10-03 18:09:33,502 - mmaction - INFO - Epoch [3][880/999] lr: 5.999e-01, eta: 2 days, 23:20:54, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1315, top5_acc: 0.3056, loss_cls: 4.5219, loss: 4.5219, grad_norm: 0.7232 2020-10-03 18:09:53,411 - mmaction - INFO - Epoch [3][900/999] lr: 5.999e-01, eta: 2 days, 23:19:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1257, top5_acc: 0.3021, loss_cls: 4.5152, loss: 4.5152, grad_norm: 0.7252 2020-10-03 18:10:13,280 - mmaction - INFO - Epoch [3][920/999] lr: 5.999e-01, eta: 2 days, 23:19:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1270, top5_acc: 0.3078, loss_cls: 4.5114, loss: 4.5114, grad_norm: 0.7321 2020-10-03 18:10:33,197 - mmaction - INFO - Epoch [3][940/999] lr: 5.999e-01, eta: 2 days, 23:18:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1292, top5_acc: 0.3159, loss_cls: 4.4918, loss: 4.4918, grad_norm: 0.7361 2020-10-03 18:10:53,063 - mmaction - INFO - Epoch [3][960/999] lr: 5.999e-01, eta: 2 days, 23:17:08, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1329, top5_acc: 0.3107, loss_cls: 4.5288, loss: 4.5288, grad_norm: 0.7237 2020-10-03 18:11:13,011 - mmaction - INFO - Epoch [3][980/999] lr: 5.999e-01, eta: 2 days, 23:16:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1306, top5_acc: 0.3135, loss_cls: 4.5054, loss: 4.5054, grad_norm: 0.7193 2020-10-03 18:12:25,956 - mmaction - INFO - Epoch [4][20/999] lr: 5.998e-01, eta: 2 days, 23:33:28, time: 2.619, data_time: 1.562, memory: 8478, top1_acc: 0.1316, top5_acc: 0.3201, loss_cls: 4.4704, loss: 4.4704, grad_norm: 0.7443 2020-10-03 18:12:45,566 - mmaction - INFO - Epoch [4][40/999] lr: 5.998e-01, eta: 2 days, 23:32:02, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1341, top5_acc: 0.3203, loss_cls: 4.4516, loss: 4.4516, grad_norm: 0.7421 2020-10-03 18:13:05,350 - mmaction - INFO - Epoch [4][60/999] lr: 5.998e-01, eta: 2 days, 23:30:53, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1388, top5_acc: 0.3324, loss_cls: 4.4328, loss: 4.4328, grad_norm: 0.7378 2020-10-03 18:13:25,314 - mmaction - INFO - Epoch [4][80/999] lr: 5.998e-01, eta: 2 days, 23:29:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1366, top5_acc: 0.3264, loss_cls: 4.4759, loss: 4.4759, grad_norm: 0.7582 2020-10-03 18:13:45,204 - mmaction - INFO - Epoch [4][100/999] lr: 5.998e-01, eta: 2 days, 23:28:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1404, top5_acc: 0.3292, loss_cls: 4.4267, loss: 4.4267, grad_norm: 0.7458 2020-10-03 18:14:05,124 - mmaction - INFO - Epoch [4][120/999] lr: 5.998e-01, eta: 2 days, 23:28:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1368, top5_acc: 0.3208, loss_cls: 4.4474, loss: 4.4474, grad_norm: 0.7503 2020-10-03 18:14:25,013 - mmaction - INFO - Epoch [4][140/999] lr: 5.998e-01, eta: 2 days, 23:27:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1332, top5_acc: 0.3152, loss_cls: 4.4897, loss: 4.4897, grad_norm: 0.7499 2020-10-03 18:14:44,895 - mmaction - INFO - Epoch [4][160/999] lr: 5.998e-01, eta: 2 days, 23:26:03, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1374, top5_acc: 0.3201, loss_cls: 4.4582, loss: 4.4582, grad_norm: 0.7415 2020-10-03 18:15:04,848 - mmaction - INFO - Epoch [4][180/999] lr: 5.998e-01, eta: 2 days, 23:25:10, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1316, top5_acc: 0.3242, loss_cls: 4.4660, loss: 4.4660, grad_norm: 0.7347 2020-10-03 18:15:24,866 - mmaction - INFO - Epoch [4][200/999] lr: 5.998e-01, eta: 2 days, 23:24:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1387, top5_acc: 0.3228, loss_cls: 4.4238, loss: 4.4238, grad_norm: 0.7500 2020-10-03 18:15:44,779 - mmaction - INFO - Epoch [4][220/999] lr: 5.998e-01, eta: 2 days, 23:23:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1380, top5_acc: 0.3275, loss_cls: 4.4342, loss: 4.4342, grad_norm: 0.7484 2020-10-03 18:16:04,707 - mmaction - INFO - Epoch [4][240/999] lr: 5.998e-01, eta: 2 days, 23:22:36, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1432, top5_acc: 0.3349, loss_cls: 4.4177, loss: 4.4177, grad_norm: 0.7501 2020-10-03 18:16:24,656 - mmaction - INFO - Epoch [4][260/999] lr: 5.998e-01, eta: 2 days, 23:21:42, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.1439, top5_acc: 0.3342, loss_cls: 4.4017, loss: 4.4017, grad_norm: 0.7362 2020-10-03 18:16:44,592 - mmaction - INFO - Epoch [4][280/999] lr: 5.998e-01, eta: 2 days, 23:20:50, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1379, top5_acc: 0.3273, loss_cls: 4.4128, loss: 4.4128, grad_norm: 0.7621 2020-10-03 18:17:04,566 - mmaction - INFO - Epoch [4][300/999] lr: 5.998e-01, eta: 2 days, 23:20:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1363, top5_acc: 0.3206, loss_cls: 4.4401, loss: 4.4401, grad_norm: 0.7522 2020-10-03 18:17:24,424 - mmaction - INFO - Epoch [4][320/999] lr: 5.998e-01, eta: 2 days, 23:19:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1417, top5_acc: 0.3206, loss_cls: 4.4449, loss: 4.4449, grad_norm: 0.7359 2020-10-03 18:17:44,366 - mmaction - INFO - Epoch [4][340/999] lr: 5.998e-01, eta: 2 days, 23:18:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1378, top5_acc: 0.3324, loss_cls: 4.4002, loss: 4.4002, grad_norm: 0.7641 2020-10-03 18:18:04,234 - mmaction - INFO - Epoch [4][360/999] lr: 5.998e-01, eta: 2 days, 23:17:18, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.1368, top5_acc: 0.3305, loss_cls: 4.3971, loss: 4.3971, grad_norm: 0.7661 2020-10-03 18:18:24,175 - mmaction - INFO - Epoch [4][380/999] lr: 5.998e-01, eta: 2 days, 23:16:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1415, top5_acc: 0.3363, loss_cls: 4.4077, loss: 4.4077, grad_norm: 0.7431 2020-10-03 18:18:44,083 - mmaction - INFO - Epoch [4][400/999] lr: 5.998e-01, eta: 2 days, 23:15:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1415, top5_acc: 0.3348, loss_cls: 4.4097, loss: 4.4097, grad_norm: 0.7448 2020-10-03 18:19:04,013 - mmaction - INFO - Epoch [4][420/999] lr: 5.998e-01, eta: 2 days, 23:14:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1421, top5_acc: 0.3331, loss_cls: 4.4064, loss: 4.4064, grad_norm: 0.7534 2020-10-03 18:19:24,091 - mmaction - INFO - Epoch [4][440/999] lr: 5.998e-01, eta: 2 days, 23:14:05, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1497, top5_acc: 0.3467, loss_cls: 4.3511, loss: 4.3511, grad_norm: 0.7648 2020-10-03 18:19:44,003 - mmaction - INFO - Epoch [4][460/999] lr: 5.998e-01, eta: 2 days, 23:13:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1432, top5_acc: 0.3320, loss_cls: 4.4196, loss: 4.4196, grad_norm: 0.7756 2020-10-03 18:20:04,011 - mmaction - INFO - Epoch [4][480/999] lr: 5.998e-01, eta: 2 days, 23:12:33, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1452, top5_acc: 0.3277, loss_cls: 4.3991, loss: 4.3991, grad_norm: 0.7461 2020-10-03 18:20:23,929 - mmaction - INFO - Epoch [4][500/999] lr: 5.998e-01, eta: 2 days, 23:11:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1409, top5_acc: 0.3267, loss_cls: 4.4055, loss: 4.4055, grad_norm: 0.7645 2020-10-03 18:20:43,823 - mmaction - INFO - Epoch [4][520/999] lr: 5.998e-01, eta: 2 days, 23:10:51, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.1445, top5_acc: 0.3292, loss_cls: 4.4173, loss: 4.4173, grad_norm: 0.7487 2020-10-03 18:21:03,690 - mmaction - INFO - Epoch [4][540/999] lr: 5.998e-01, eta: 2 days, 23:09:58, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.1465, top5_acc: 0.3345, loss_cls: 4.3459, loss: 4.3459, grad_norm: 0.7656 2020-10-03 18:21:23,679 - mmaction - INFO - Epoch [4][560/999] lr: 5.998e-01, eta: 2 days, 23:09:16, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1469, top5_acc: 0.3438, loss_cls: 4.3694, loss: 4.3694, grad_norm: 0.7458 2020-10-03 18:21:43,553 - mmaction - INFO - Epoch [4][580/999] lr: 5.998e-01, eta: 2 days, 23:08:25, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1477, top5_acc: 0.3368, loss_cls: 4.3775, loss: 4.3775, grad_norm: 0.7727 2020-10-03 18:22:03,442 - mmaction - INFO - Epoch [4][600/999] lr: 5.998e-01, eta: 2 days, 23:07:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1500, top5_acc: 0.3402, loss_cls: 4.3604, loss: 4.3604, grad_norm: 0.7605 2020-10-03 18:22:23,390 - mmaction - INFO - Epoch [4][620/999] lr: 5.998e-01, eta: 2 days, 23:06:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1466, top5_acc: 0.3367, loss_cls: 4.3815, loss: 4.3815, grad_norm: 0.7651 2020-10-03 18:22:43,304 - mmaction - INFO - Epoch [4][640/999] lr: 5.998e-01, eta: 2 days, 23:06:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1487, top5_acc: 0.3505, loss_cls: 4.3326, loss: 4.3326, grad_norm: 0.7600 2020-10-03 18:23:03,225 - mmaction - INFO - Epoch [4][660/999] lr: 5.998e-01, eta: 2 days, 23:05:15, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1423, top5_acc: 0.3324, loss_cls: 4.3860, loss: 4.3860, grad_norm: 0.7618 2020-10-03 18:23:23,156 - mmaction - INFO - Epoch [4][680/999] lr: 5.998e-01, eta: 2 days, 23:04:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1464, top5_acc: 0.3453, loss_cls: 4.3572, loss: 4.3572, grad_norm: 0.7641 2020-10-03 18:23:43,167 - mmaction - INFO - Epoch [4][700/999] lr: 5.998e-01, eta: 2 days, 23:03:48, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.1475, top5_acc: 0.3409, loss_cls: 4.3410, loss: 4.3410, grad_norm: 0.7768 2020-10-03 18:24:03,123 - mmaction - INFO - Epoch [4][720/999] lr: 5.998e-01, eta: 2 days, 23:03:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1510, top5_acc: 0.3491, loss_cls: 4.3328, loss: 4.3328, grad_norm: 0.7659 2020-10-03 18:24:23,040 - mmaction - INFO - Epoch [4][740/999] lr: 5.998e-01, eta: 2 days, 23:02:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1503, top5_acc: 0.3388, loss_cls: 4.3781, loss: 4.3781, grad_norm: 0.7676 2020-10-03 18:24:42,937 - mmaction - INFO - Epoch [4][760/999] lr: 5.998e-01, eta: 2 days, 23:01:32, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1543, top5_acc: 0.3577, loss_cls: 4.3018, loss: 4.3018, grad_norm: 0.7628 2020-10-03 18:25:02,823 - mmaction - INFO - Epoch [4][780/999] lr: 5.998e-01, eta: 2 days, 23:00:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1483, top5_acc: 0.3408, loss_cls: 4.3533, loss: 4.3533, grad_norm: 0.7854 2020-10-03 18:25:22,816 - mmaction - INFO - Epoch [4][800/999] lr: 5.998e-01, eta: 2 days, 23:00:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1469, top5_acc: 0.3479, loss_cls: 4.3525, loss: 4.3525, grad_norm: 0.7748 2020-10-03 18:25:42,805 - mmaction - INFO - Epoch [4][820/999] lr: 5.998e-01, eta: 2 days, 22:59:23, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.1543, top5_acc: 0.3490, loss_cls: 4.3332, loss: 4.3332, grad_norm: 0.7737 2020-10-03 18:26:02,716 - mmaction - INFO - Epoch [4][840/999] lr: 5.998e-01, eta: 2 days, 22:58:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1480, top5_acc: 0.3590, loss_cls: 4.3205, loss: 4.3205, grad_norm: 0.7909 2020-10-03 18:26:22,628 - mmaction - INFO - Epoch [4][860/999] lr: 5.998e-01, eta: 2 days, 22:57:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1553, top5_acc: 0.3617, loss_cls: 4.2882, loss: 4.2882, grad_norm: 0.7866 2020-10-03 18:26:42,553 - mmaction - INFO - Epoch [4][880/999] lr: 5.998e-01, eta: 2 days, 22:57:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1493, top5_acc: 0.3475, loss_cls: 4.3332, loss: 4.3332, grad_norm: 0.7785 2020-10-03 18:27:02,460 - mmaction - INFO - Epoch [4][900/999] lr: 5.998e-01, eta: 2 days, 22:56:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1574, top5_acc: 0.3474, loss_cls: 4.3115, loss: 4.3115, grad_norm: 0.7603 2020-10-03 18:27:22,419 - mmaction - INFO - Epoch [4][920/999] lr: 5.998e-01, eta: 2 days, 22:55:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1542, top5_acc: 0.3484, loss_cls: 4.2924, loss: 4.2924, grad_norm: 0.7679 2020-10-03 18:27:42,360 - mmaction - INFO - Epoch [4][940/999] lr: 5.998e-01, eta: 2 days, 22:55:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1615, top5_acc: 0.3470, loss_cls: 4.3208, loss: 4.3208, grad_norm: 0.7908 2020-10-03 18:28:02,382 - mmaction - INFO - Epoch [4][960/999] lr: 5.998e-01, eta: 2 days, 22:54:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1564, top5_acc: 0.3578, loss_cls: 4.3126, loss: 4.3126, grad_norm: 0.7639 2020-10-03 18:28:22,289 - mmaction - INFO - Epoch [4][980/999] lr: 5.998e-01, eta: 2 days, 22:53:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1516, top5_acc: 0.3510, loss_cls: 4.3109, loss: 4.3109, grad_norm: 0.7766 2020-10-03 18:29:32,158 - mmaction - INFO - Epoch [5][20/999] lr: 5.996e-01, eta: 2 days, 23:04:26, time: 2.522, data_time: 1.535, memory: 8478, top1_acc: 0.1686, top5_acc: 0.3704, loss_cls: 4.1930, loss: 4.1930, grad_norm: 0.7908 2020-10-03 18:29:51,873 - mmaction - INFO - Epoch [5][40/999] lr: 5.996e-01, eta: 2 days, 23:03:27, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1624, top5_acc: 0.3585, loss_cls: 4.2790, loss: 4.2790, grad_norm: 0.7867 2020-10-03 18:30:12,616 - mmaction - INFO - Epoch [5][60/999] lr: 5.996e-01, eta: 2 days, 23:03:32, time: 1.037, data_time: 0.002, memory: 8478, top1_acc: 0.1577, top5_acc: 0.3618, loss_cls: 4.2799, loss: 4.2799, grad_norm: 0.7806 2020-10-03 18:30:32,518 - mmaction - INFO - Epoch [5][80/999] lr: 5.996e-01, eta: 2 days, 23:02:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1592, top5_acc: 0.3556, loss_cls: 4.2913, loss: 4.2913, grad_norm: 0.7900 2020-10-03 18:30:52,521 - mmaction - INFO - Epoch [5][100/999] lr: 5.996e-01, eta: 2 days, 23:02:07, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1581, top5_acc: 0.3595, loss_cls: 4.2721, loss: 4.2721, grad_norm: 0.7741 2020-10-03 18:31:12,446 - mmaction - INFO - Epoch [5][120/999] lr: 5.996e-01, eta: 2 days, 23:01:22, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.1617, top5_acc: 0.3513, loss_cls: 4.2516, loss: 4.2516, grad_norm: 0.7803 2020-10-03 18:31:32,425 - mmaction - INFO - Epoch [5][140/999] lr: 5.996e-01, eta: 2 days, 23:00:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1578, top5_acc: 0.3677, loss_cls: 4.2652, loss: 4.2652, grad_norm: 0.8074 2020-10-03 18:31:52,338 - mmaction - INFO - Epoch [5][160/999] lr: 5.996e-01, eta: 2 days, 22:59:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1555, top5_acc: 0.3548, loss_cls: 4.2949, loss: 4.2949, grad_norm: 0.7864 2020-10-03 18:32:12,291 - mmaction - INFO - Epoch [5][180/999] lr: 5.996e-01, eta: 2 days, 22:59:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1600, top5_acc: 0.3628, loss_cls: 4.2683, loss: 4.2683, grad_norm: 0.7848 2020-10-03 18:32:32,237 - mmaction - INFO - Epoch [5][200/999] lr: 5.996e-01, eta: 2 days, 22:58:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1603, top5_acc: 0.3622, loss_cls: 4.2467, loss: 4.2467, grad_norm: 0.7875 2020-10-03 18:32:52,196 - mmaction - INFO - Epoch [5][220/999] lr: 5.996e-01, eta: 2 days, 22:57:48, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1596, top5_acc: 0.3721, loss_cls: 4.2409, loss: 4.2409, grad_norm: 0.7823 2020-10-03 18:33:12,110 - mmaction - INFO - Epoch [5][240/999] lr: 5.996e-01, eta: 2 days, 22:57:03, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1634, top5_acc: 0.3660, loss_cls: 4.2567, loss: 4.2567, grad_norm: 0.7846 2020-10-03 18:33:32,044 - mmaction - INFO - Epoch [5][260/999] lr: 5.996e-01, eta: 2 days, 22:56:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1645, top5_acc: 0.3694, loss_cls: 4.2452, loss: 4.2452, grad_norm: 0.8019 2020-10-03 18:33:51,973 - mmaction - INFO - Epoch [5][280/999] lr: 5.996e-01, eta: 2 days, 22:55:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1626, top5_acc: 0.3671, loss_cls: 4.2256, loss: 4.2256, grad_norm: 0.7923 2020-10-03 18:34:11,882 - mmaction - INFO - Epoch [5][300/999] lr: 5.996e-01, eta: 2 days, 22:54:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1655, top5_acc: 0.3655, loss_cls: 4.2338, loss: 4.2338, grad_norm: 0.7918 2020-10-03 18:34:31,841 - mmaction - INFO - Epoch [5][320/999] lr: 5.996e-01, eta: 2 days, 22:54:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1660, top5_acc: 0.3611, loss_cls: 4.2503, loss: 4.2503, grad_norm: 0.7895 2020-10-03 18:34:51,761 - mmaction - INFO - Epoch [5][340/999] lr: 5.996e-01, eta: 2 days, 22:53:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1638, top5_acc: 0.3667, loss_cls: 4.2171, loss: 4.2171, grad_norm: 0.7862 2020-10-03 18:35:11,704 - mmaction - INFO - Epoch [5][360/999] lr: 5.996e-01, eta: 2 days, 22:52:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1654, top5_acc: 0.3613, loss_cls: 4.2462, loss: 4.2462, grad_norm: 0.7977 2020-10-03 18:35:31,656 - mmaction - INFO - Epoch [5][380/999] lr: 5.996e-01, eta: 2 days, 22:52:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1633, top5_acc: 0.3703, loss_cls: 4.2254, loss: 4.2254, grad_norm: 0.8114 2020-10-03 18:35:51,565 - mmaction - INFO - Epoch [5][400/999] lr: 5.996e-01, eta: 2 days, 22:51:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1633, top5_acc: 0.3624, loss_cls: 4.2450, loss: 4.2450, grad_norm: 0.7821 2020-10-03 18:36:11,560 - mmaction - INFO - Epoch [5][420/999] lr: 5.996e-01, eta: 2 days, 22:50:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1729, top5_acc: 0.3716, loss_cls: 4.1980, loss: 4.1980, grad_norm: 0.7946 2020-10-03 18:36:31,484 - mmaction - INFO - Epoch [5][440/999] lr: 5.996e-01, eta: 2 days, 22:50:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1646, top5_acc: 0.3747, loss_cls: 4.1832, loss: 4.1832, grad_norm: 0.8104 2020-10-03 18:36:51,479 - mmaction - INFO - Epoch [5][460/999] lr: 5.996e-01, eta: 2 days, 22:49:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1688, top5_acc: 0.3703, loss_cls: 4.2430, loss: 4.2430, grad_norm: 0.7846 2020-10-03 18:37:11,496 - mmaction - INFO - Epoch [5][480/999] lr: 5.996e-01, eta: 2 days, 22:48:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1621, top5_acc: 0.3634, loss_cls: 4.2420, loss: 4.2420, grad_norm: 0.7872 2020-10-03 18:37:31,467 - mmaction - INFO - Epoch [5][500/999] lr: 5.996e-01, eta: 2 days, 22:48:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1711, top5_acc: 0.3763, loss_cls: 4.2056, loss: 4.2056, grad_norm: 0.7931 2020-10-03 18:37:51,423 - mmaction - INFO - Epoch [5][520/999] lr: 5.996e-01, eta: 2 days, 22:47:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1589, top5_acc: 0.3613, loss_cls: 4.2471, loss: 4.2471, grad_norm: 0.7993 2020-10-03 18:38:11,318 - mmaction - INFO - Epoch [5][540/999] lr: 5.996e-01, eta: 2 days, 22:46:56, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.1740, top5_acc: 0.3763, loss_cls: 4.1934, loss: 4.1934, grad_norm: 0.8076 2020-10-03 18:38:31,217 - mmaction - INFO - Epoch [5][560/999] lr: 5.996e-01, eta: 2 days, 22:46:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1704, top5_acc: 0.3842, loss_cls: 4.1828, loss: 4.1828, grad_norm: 0.8119 2020-10-03 18:38:51,205 - mmaction - INFO - Epoch [5][580/999] lr: 5.996e-01, eta: 2 days, 22:45:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1732, top5_acc: 0.3788, loss_cls: 4.1861, loss: 4.1861, grad_norm: 0.7959 2020-10-03 18:39:11,157 - mmaction - INFO - Epoch [5][600/999] lr: 5.996e-01, eta: 2 days, 22:45:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1645, top5_acc: 0.3659, loss_cls: 4.2296, loss: 4.2296, grad_norm: 0.8157 2020-10-03 18:39:31,147 - mmaction - INFO - Epoch [5][620/999] lr: 5.996e-01, eta: 2 days, 22:44:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1684, top5_acc: 0.3745, loss_cls: 4.1933, loss: 4.1933, grad_norm: 0.7961 2020-10-03 18:39:51,088 - mmaction - INFO - Epoch [5][640/999] lr: 5.996e-01, eta: 2 days, 22:43:44, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.1656, top5_acc: 0.3647, loss_cls: 4.2391, loss: 4.2391, grad_norm: 0.8095 2020-10-03 18:40:11,064 - mmaction - INFO - Epoch [5][660/999] lr: 5.996e-01, eta: 2 days, 22:43:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1703, top5_acc: 0.3763, loss_cls: 4.2187, loss: 4.2187, grad_norm: 0.7947 2020-10-03 18:40:31,036 - mmaction - INFO - Epoch [5][680/999] lr: 5.996e-01, eta: 2 days, 22:42:32, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1607, top5_acc: 0.3723, loss_cls: 4.1927, loss: 4.1927, grad_norm: 0.8019 2020-10-03 18:40:50,973 - mmaction - INFO - Epoch [5][700/999] lr: 5.996e-01, eta: 2 days, 22:41:54, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.1781, top5_acc: 0.3810, loss_cls: 4.1806, loss: 4.1806, grad_norm: 0.7858 2020-10-03 18:41:10,941 - mmaction - INFO - Epoch [5][720/999] lr: 5.996e-01, eta: 2 days, 22:41:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1608, top5_acc: 0.3767, loss_cls: 4.1940, loss: 4.1940, grad_norm: 0.8011 2020-10-03 18:41:30,850 - mmaction - INFO - Epoch [5][740/999] lr: 5.996e-01, eta: 2 days, 22:40:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1708, top5_acc: 0.3777, loss_cls: 4.2056, loss: 4.2056, grad_norm: 0.8222 2020-10-03 18:41:50,799 - mmaction - INFO - Epoch [5][760/999] lr: 5.996e-01, eta: 2 days, 22:39:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1755, top5_acc: 0.3863, loss_cls: 4.1370, loss: 4.1370, grad_norm: 0.8028 2020-10-03 18:42:10,705 - mmaction - INFO - Epoch [5][780/999] lr: 5.996e-01, eta: 2 days, 22:39:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1650, top5_acc: 0.3743, loss_cls: 4.2188, loss: 4.2188, grad_norm: 0.7974 2020-10-03 18:42:30,692 - mmaction - INFO - Epoch [5][800/999] lr: 5.996e-01, eta: 2 days, 22:38:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1801, top5_acc: 0.3888, loss_cls: 4.1376, loss: 4.1376, grad_norm: 0.7842 2020-10-03 18:42:50,656 - mmaction - INFO - Epoch [5][820/999] lr: 5.996e-01, eta: 2 days, 22:38:08, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1762, top5_acc: 0.3776, loss_cls: 4.1711, loss: 4.1711, grad_norm: 0.8145 2020-10-03 18:43:10,648 - mmaction - INFO - Epoch [5][840/999] lr: 5.996e-01, eta: 2 days, 22:37:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1798, top5_acc: 0.3818, loss_cls: 4.1521, loss: 4.1521, grad_norm: 0.8150 2020-10-03 18:43:30,667 - mmaction - INFO - Epoch [5][860/999] lr: 5.996e-01, eta: 2 days, 22:37:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1745, top5_acc: 0.3793, loss_cls: 4.1784, loss: 4.1784, grad_norm: 0.8077 2020-10-03 18:43:50,657 - mmaction - INFO - Epoch [5][880/999] lr: 5.996e-01, eta: 2 days, 22:36:26, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1793, top5_acc: 0.3811, loss_cls: 4.1473, loss: 4.1473, grad_norm: 0.8065 2020-10-03 18:44:10,678 - mmaction - INFO - Epoch [5][900/999] lr: 5.996e-01, eta: 2 days, 22:35:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1785, top5_acc: 0.3965, loss_cls: 4.1352, loss: 4.1352, grad_norm: 0.8123 2020-10-03 18:44:30,523 - mmaction - INFO - Epoch [5][920/999] lr: 5.996e-01, eta: 2 days, 22:35:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1691, top5_acc: 0.3815, loss_cls: 4.1663, loss: 4.1663, grad_norm: 0.8066 2020-10-03 18:44:50,445 - mmaction - INFO - Epoch [5][940/999] lr: 5.996e-01, eta: 2 days, 22:34:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1746, top5_acc: 0.3875, loss_cls: 4.1481, loss: 4.1481, grad_norm: 0.8126 2020-10-03 18:45:10,538 - mmaction - INFO - Epoch [5][960/999] lr: 5.996e-01, eta: 2 days, 22:34:06, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1776, top5_acc: 0.3915, loss_cls: 4.1255, loss: 4.1255, grad_norm: 0.8022 2020-10-03 18:45:30,444 - mmaction - INFO - Epoch [5][980/999] lr: 5.996e-01, eta: 2 days, 22:33:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1793, top5_acc: 0.3936, loss_cls: 4.1386, loss: 4.1386, grad_norm: 0.8113 2020-10-03 18:46:39,568 - mmaction - INFO - Epoch [6][20/999] lr: 5.994e-01, eta: 2 days, 22:41:38, time: 2.505, data_time: 1.488, memory: 8478, top1_acc: 0.1841, top5_acc: 0.4021, loss_cls: 4.0819, loss: 4.0819, grad_norm: 0.8093 2020-10-03 18:46:59,289 - mmaction - INFO - Epoch [6][40/999] lr: 5.994e-01, eta: 2 days, 22:40:49, time: 0.986, data_time: 0.006, memory: 8478, top1_acc: 0.1786, top5_acc: 0.3892, loss_cls: 4.1316, loss: 4.1316, grad_norm: 0.8022 2020-10-03 18:47:19,151 - mmaction - INFO - Epoch [6][60/999] lr: 5.994e-01, eta: 2 days, 22:40:07, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1809, top5_acc: 0.3918, loss_cls: 4.1164, loss: 4.1164, grad_norm: 0.8216 2020-10-03 18:47:39,042 - mmaction - INFO - Epoch [6][80/999] lr: 5.994e-01, eta: 2 days, 22:39:27, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.1783, top5_acc: 0.3964, loss_cls: 4.1181, loss: 4.1181, grad_norm: 0.8173 2020-10-03 18:47:59,067 - mmaction - INFO - Epoch [6][100/999] lr: 5.994e-01, eta: 2 days, 22:38:53, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1725, top5_acc: 0.3859, loss_cls: 4.1409, loss: 4.1409, grad_norm: 0.8315 2020-10-03 18:48:18,968 - mmaction - INFO - Epoch [6][120/999] lr: 5.994e-01, eta: 2 days, 22:38:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1828, top5_acc: 0.3926, loss_cls: 4.1099, loss: 4.1099, grad_norm: 0.8251 2020-10-03 18:48:38,952 - mmaction - INFO - Epoch [6][140/999] lr: 5.994e-01, eta: 2 days, 22:37:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1810, top5_acc: 0.3948, loss_cls: 4.1039, loss: 4.1039, grad_norm: 0.8287 2020-10-03 18:48:58,853 - mmaction - INFO - Epoch [6][160/999] lr: 5.994e-01, eta: 2 days, 22:37:00, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.1771, top5_acc: 0.3883, loss_cls: 4.1317, loss: 4.1317, grad_norm: 0.8139 2020-10-03 18:49:18,761 - mmaction - INFO - Epoch [6][180/999] lr: 5.994e-01, eta: 2 days, 22:36:21, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.1768, top5_acc: 0.3910, loss_cls: 4.1311, loss: 4.1311, grad_norm: 0.8172 2020-10-03 18:49:38,722 - mmaction - INFO - Epoch [6][200/999] lr: 5.994e-01, eta: 2 days, 22:35:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1740, top5_acc: 0.3915, loss_cls: 4.1383, loss: 4.1383, grad_norm: 0.8147 2020-10-03 18:49:58,651 - mmaction - INFO - Epoch [6][220/999] lr: 5.994e-01, eta: 2 days, 22:35:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1866, top5_acc: 0.3979, loss_cls: 4.0786, loss: 4.0786, grad_norm: 0.8242 2020-10-03 18:50:18,538 - mmaction - INFO - Epoch [6][240/999] lr: 5.994e-01, eta: 2 days, 22:34:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1798, top5_acc: 0.3829, loss_cls: 4.1467, loss: 4.1467, grad_norm: 0.8212 2020-10-03 18:50:38,518 - mmaction - INFO - Epoch [6][260/999] lr: 5.994e-01, eta: 2 days, 22:33:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1796, top5_acc: 0.3941, loss_cls: 4.1030, loss: 4.1030, grad_norm: 0.8299 2020-10-03 18:50:58,429 - mmaction - INFO - Epoch [6][280/999] lr: 5.994e-01, eta: 2 days, 22:33:14, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1775, top5_acc: 0.3884, loss_cls: 4.1362, loss: 4.1362, grad_norm: 0.8409 2020-10-03 18:51:18,338 - mmaction - INFO - Epoch [6][300/999] lr: 5.994e-01, eta: 2 days, 22:32:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1806, top5_acc: 0.3858, loss_cls: 4.1385, loss: 4.1385, grad_norm: 0.8291 2020-10-03 18:51:38,265 - mmaction - INFO - Epoch [6][320/999] lr: 5.994e-01, eta: 2 days, 22:32:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1818, top5_acc: 0.3898, loss_cls: 4.1478, loss: 4.1478, grad_norm: 0.8082 2020-10-03 18:51:58,182 - mmaction - INFO - Epoch [6][340/999] lr: 5.994e-01, eta: 2 days, 22:31:22, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.1790, top5_acc: 0.3893, loss_cls: 4.1639, loss: 4.1639, grad_norm: 0.8206 2020-10-03 18:52:18,106 - mmaction - INFO - Epoch [6][360/999] lr: 5.994e-01, eta: 2 days, 22:30:46, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1775, top5_acc: 0.3829, loss_cls: 4.1386, loss: 4.1386, grad_norm: 0.8189 2020-10-03 18:52:38,040 - mmaction - INFO - Epoch [6][380/999] lr: 5.994e-01, eta: 2 days, 22:30:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1854, top5_acc: 0.3983, loss_cls: 4.0697, loss: 4.0697, grad_norm: 0.8139 2020-10-03 18:52:57,992 - mmaction - INFO - Epoch [6][400/999] lr: 5.994e-01, eta: 2 days, 22:29:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1819, top5_acc: 0.3906, loss_cls: 4.1279, loss: 4.1279, grad_norm: 0.8180 2020-10-03 18:53:17,885 - mmaction - INFO - Epoch [6][420/999] lr: 5.994e-01, eta: 2 days, 22:28:56, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1908, top5_acc: 0.4104, loss_cls: 4.0288, loss: 4.0288, grad_norm: 0.8369 2020-10-03 18:53:37,731 - mmaction - INFO - Epoch [6][440/999] lr: 5.994e-01, eta: 2 days, 22:28:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.1850, top5_acc: 0.3923, loss_cls: 4.1131, loss: 4.1131, grad_norm: 0.8259 2020-10-03 18:53:57,727 - mmaction - INFO - Epoch [6][460/999] lr: 5.994e-01, eta: 2 days, 22:27:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1845, top5_acc: 0.3964, loss_cls: 4.1066, loss: 4.1066, grad_norm: 0.8367 2020-10-03 18:54:17,631 - mmaction - INFO - Epoch [6][480/999] lr: 5.994e-01, eta: 2 days, 22:27:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1763, top5_acc: 0.3996, loss_cls: 4.1135, loss: 4.1135, grad_norm: 0.8259 2020-10-03 18:54:37,598 - mmaction - INFO - Epoch [6][500/999] lr: 5.994e-01, eta: 2 days, 22:26:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1788, top5_acc: 0.4004, loss_cls: 4.1079, loss: 4.1079, grad_norm: 0.8122 2020-10-03 18:54:57,546 - mmaction - INFO - Epoch [6][520/999] lr: 5.994e-01, eta: 2 days, 22:25:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1852, top5_acc: 0.4018, loss_cls: 4.0863, loss: 4.0863, grad_norm: 0.8185 2020-10-03 18:55:17,456 - mmaction - INFO - Epoch [6][540/999] lr: 5.994e-01, eta: 2 days, 22:25:22, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.1835, top5_acc: 0.3971, loss_cls: 4.0912, loss: 4.0912, grad_norm: 0.8215 2020-10-03 18:55:37,421 - mmaction - INFO - Epoch [6][560/999] lr: 5.994e-01, eta: 2 days, 22:24:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1889, top5_acc: 0.4039, loss_cls: 4.0704, loss: 4.0704, grad_norm: 0.8216 2020-10-03 18:55:57,477 - mmaction - INFO - Epoch [6][580/999] lr: 5.994e-01, eta: 2 days, 22:24:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1784, top5_acc: 0.3949, loss_cls: 4.1276, loss: 4.1276, grad_norm: 0.8492 2020-10-03 18:56:17,467 - mmaction - INFO - Epoch [6][600/999] lr: 5.994e-01, eta: 2 days, 22:23:46, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1884, top5_acc: 0.3999, loss_cls: 4.0860, loss: 4.0860, grad_norm: 0.8153 2020-10-03 18:56:37,430 - mmaction - INFO - Epoch [6][620/999] lr: 5.994e-01, eta: 2 days, 22:23:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1859, top5_acc: 0.3953, loss_cls: 4.0550, loss: 4.0550, grad_norm: 0.8263 2020-10-03 18:56:57,436 - mmaction - INFO - Epoch [6][640/999] lr: 5.994e-01, eta: 2 days, 22:22:40, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1822, top5_acc: 0.3986, loss_cls: 4.1156, loss: 4.1156, grad_norm: 0.8339 2020-10-03 18:57:17,329 - mmaction - INFO - Epoch [6][660/999] lr: 5.994e-01, eta: 2 days, 22:22:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1826, top5_acc: 0.3961, loss_cls: 4.0879, loss: 4.0879, grad_norm: 0.8312 2020-10-03 18:57:37,212 - mmaction - INFO - Epoch [6][680/999] lr: 5.994e-01, eta: 2 days, 22:21:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.1919, top5_acc: 0.3988, loss_cls: 4.0877, loss: 4.0877, grad_norm: 0.8404 2020-10-03 18:57:57,157 - mmaction - INFO - Epoch [6][700/999] lr: 5.994e-01, eta: 2 days, 22:20:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1939, top5_acc: 0.4040, loss_cls: 4.0437, loss: 4.0437, grad_norm: 0.8261 2020-10-03 18:58:17,084 - mmaction - INFO - Epoch [6][720/999] lr: 5.994e-01, eta: 2 days, 22:20:19, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.1875, top5_acc: 0.4027, loss_cls: 4.0799, loss: 4.0799, grad_norm: 0.8313 2020-10-03 18:58:37,008 - mmaction - INFO - Epoch [6][740/999] lr: 5.994e-01, eta: 2 days, 22:19:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1832, top5_acc: 0.4007, loss_cls: 4.0818, loss: 4.0818, grad_norm: 0.8410 2020-10-03 18:58:56,949 - mmaction - INFO - Epoch [6][760/999] lr: 5.994e-01, eta: 2 days, 22:19:10, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.1811, top5_acc: 0.3984, loss_cls: 4.0802, loss: 4.0802, grad_norm: 0.8282 2020-10-03 18:59:16,888 - mmaction - INFO - Epoch [6][780/999] lr: 5.994e-01, eta: 2 days, 22:18:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4077, loss_cls: 4.0142, loss: 4.0142, grad_norm: 0.8249 2020-10-03 18:59:36,797 - mmaction - INFO - Epoch [6][800/999] lr: 5.994e-01, eta: 2 days, 22:18:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1858, top5_acc: 0.4014, loss_cls: 4.0953, loss: 4.0953, grad_norm: 0.8254 2020-10-03 18:59:56,772 - mmaction - INFO - Epoch [6][820/999] lr: 5.994e-01, eta: 2 days, 22:17:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1932, top5_acc: 0.4073, loss_cls: 4.0362, loss: 4.0362, grad_norm: 0.8280 2020-10-03 19:00:18,923 - mmaction - INFO - Epoch [6][840/999] lr: 5.994e-01, eta: 2 days, 22:18:30, time: 1.107, data_time: 0.002, memory: 8478, top1_acc: 0.1861, top5_acc: 0.3991, loss_cls: 4.0786, loss: 4.0786, grad_norm: 0.8300 2020-10-03 19:00:38,881 - mmaction - INFO - Epoch [6][860/999] lr: 5.994e-01, eta: 2 days, 22:17:57, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1943, top5_acc: 0.4126, loss_cls: 4.0269, loss: 4.0269, grad_norm: 0.8324 2020-10-03 19:00:58,859 - mmaction - INFO - Epoch [6][880/999] lr: 5.994e-01, eta: 2 days, 22:17:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4141, loss_cls: 4.0103, loss: 4.0103, grad_norm: 0.8425 2020-10-03 19:01:18,848 - mmaction - INFO - Epoch [6][900/999] lr: 5.994e-01, eta: 2 days, 22:16:53, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1846, top5_acc: 0.4089, loss_cls: 4.0482, loss: 4.0482, grad_norm: 0.8421 2020-10-03 19:01:38,829 - mmaction - INFO - Epoch [6][920/999] lr: 5.994e-01, eta: 2 days, 22:16:22, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1889, top5_acc: 0.4118, loss_cls: 4.0141, loss: 4.0141, grad_norm: 0.8388 2020-10-03 19:01:58,744 - mmaction - INFO - Epoch [6][940/999] lr: 5.994e-01, eta: 2 days, 22:15:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1883, top5_acc: 0.3944, loss_cls: 4.0765, loss: 4.0765, grad_norm: 0.8471 2020-10-03 19:02:18,687 - mmaction - INFO - Epoch [6][960/999] lr: 5.994e-01, eta: 2 days, 22:15:14, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1875, top5_acc: 0.4042, loss_cls: 4.0636, loss: 4.0636, grad_norm: 0.8367 2020-10-03 19:02:38,624 - mmaction - INFO - Epoch [6][980/999] lr: 5.994e-01, eta: 2 days, 22:14:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1934, top5_acc: 0.4025, loss_cls: 4.0471, loss: 4.0471, grad_norm: 0.8335 2020-10-03 19:03:55,166 - mmaction - INFO - Epoch [7][20/999] lr: 5.992e-01, eta: 2 days, 22:25:25, time: 2.796, data_time: 1.538, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4125, loss_cls: 4.0461, loss: 4.0461, grad_norm: 0.8519 2020-10-03 19:04:14,764 - mmaction - INFO - Epoch [7][40/999] lr: 5.992e-01, eta: 2 days, 22:24:35, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.1906, top5_acc: 0.4137, loss_cls: 4.0190, loss: 4.0190, grad_norm: 0.8414 2020-10-03 19:04:34,641 - mmaction - INFO - Epoch [7][60/999] lr: 5.992e-01, eta: 2 days, 22:23:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.1871, top5_acc: 0.4115, loss_cls: 4.0479, loss: 4.0479, grad_norm: 0.8340 2020-10-03 19:04:54,531 - mmaction - INFO - Epoch [7][80/999] lr: 5.992e-01, eta: 2 days, 22:23:20, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4215, loss_cls: 3.9608, loss: 3.9608, grad_norm: 0.8380 2020-10-03 19:05:14,458 - mmaction - INFO - Epoch [7][100/999] lr: 5.992e-01, eta: 2 days, 22:22:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1922, top5_acc: 0.4132, loss_cls: 4.0243, loss: 4.0243, grad_norm: 0.8525 2020-10-03 19:05:34,436 - mmaction - INFO - Epoch [7][120/999] lr: 5.992e-01, eta: 2 days, 22:22:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1917, top5_acc: 0.4147, loss_cls: 4.0062, loss: 4.0062, grad_norm: 0.8461 2020-10-03 19:05:54,324 - mmaction - INFO - Epoch [7][140/999] lr: 5.992e-01, eta: 2 days, 22:21:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1961, top5_acc: 0.4109, loss_cls: 3.9982, loss: 3.9982, grad_norm: 0.8340 2020-10-03 19:06:14,316 - mmaction - INFO - Epoch [7][160/999] lr: 5.992e-01, eta: 2 days, 22:21:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1974, top5_acc: 0.4078, loss_cls: 4.0050, loss: 4.0050, grad_norm: 0.8454 2020-10-03 19:06:34,233 - mmaction - INFO - Epoch [7][180/999] lr: 5.992e-01, eta: 2 days, 22:20:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4156, loss_cls: 3.9771, loss: 3.9771, grad_norm: 0.8443 2020-10-03 19:06:54,248 - mmaction - INFO - Epoch [7][200/999] lr: 5.992e-01, eta: 2 days, 22:19:55, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1964, top5_acc: 0.4129, loss_cls: 4.0034, loss: 4.0034, grad_norm: 0.8602 2020-10-03 19:07:14,234 - mmaction - INFO - Epoch [7][220/999] lr: 5.992e-01, eta: 2 days, 22:19:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1866, top5_acc: 0.3975, loss_cls: 4.0735, loss: 4.0735, grad_norm: 0.8455 2020-10-03 19:07:34,248 - mmaction - INFO - Epoch [7][240/999] lr: 5.992e-01, eta: 2 days, 22:18:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1917, top5_acc: 0.4068, loss_cls: 4.0318, loss: 4.0318, grad_norm: 0.8436 2020-10-03 19:07:54,256 - mmaction - INFO - Epoch [7][260/999] lr: 5.992e-01, eta: 2 days, 22:18:20, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2007, top5_acc: 0.4266, loss_cls: 3.9736, loss: 3.9736, grad_norm: 0.8448 2020-10-03 19:08:14,152 - mmaction - INFO - Epoch [7][280/999] lr: 5.992e-01, eta: 2 days, 22:17:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1988, top5_acc: 0.4223, loss_cls: 3.9775, loss: 3.9775, grad_norm: 0.8576 2020-10-03 19:08:34,060 - mmaction - INFO - Epoch [7][300/999] lr: 5.992e-01, eta: 2 days, 22:17:08, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4198, loss_cls: 3.9953, loss: 3.9953, grad_norm: 0.8388 2020-10-03 19:08:53,976 - mmaction - INFO - Epoch [7][320/999] lr: 5.992e-01, eta: 2 days, 22:16:33, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4150, loss_cls: 3.9672, loss: 3.9672, grad_norm: 0.8446 2020-10-03 19:09:13,841 - mmaction - INFO - Epoch [7][340/999] lr: 5.992e-01, eta: 2 days, 22:15:56, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4134, loss_cls: 3.9739, loss: 3.9739, grad_norm: 0.8340 2020-10-03 19:09:33,810 - mmaction - INFO - Epoch [7][360/999] lr: 5.992e-01, eta: 2 days, 22:15:23, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4186, loss_cls: 3.9767, loss: 3.9767, grad_norm: 0.8572 2020-10-03 19:09:53,757 - mmaction - INFO - Epoch [7][380/999] lr: 5.992e-01, eta: 2 days, 22:14:50, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1951, top5_acc: 0.4211, loss_cls: 4.0016, loss: 4.0016, grad_norm: 0.8459 2020-10-03 19:10:13,682 - mmaction - INFO - Epoch [7][400/999] lr: 5.992e-01, eta: 2 days, 22:14:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1961, top5_acc: 0.4160, loss_cls: 4.0064, loss: 4.0064, grad_norm: 0.8674 2020-10-03 19:10:33,647 - mmaction - INFO - Epoch [7][420/999] lr: 5.992e-01, eta: 2 days, 22:13:44, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1964, top5_acc: 0.4174, loss_cls: 3.9750, loss: 3.9750, grad_norm: 0.8543 2020-10-03 19:10:53,545 - mmaction - INFO - Epoch [7][440/999] lr: 5.992e-01, eta: 2 days, 22:13:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4202, loss_cls: 3.9616, loss: 3.9616, grad_norm: 0.8467 2020-10-03 19:11:13,504 - mmaction - INFO - Epoch [7][460/999] lr: 5.992e-01, eta: 2 days, 22:12:36, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4156, loss_cls: 3.9864, loss: 3.9864, grad_norm: 0.8483 2020-10-03 19:11:33,503 - mmaction - INFO - Epoch [7][480/999] lr: 5.992e-01, eta: 2 days, 22:12:05, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4107, loss_cls: 4.0091, loss: 4.0091, grad_norm: 0.8512 2020-10-03 19:11:53,342 - mmaction - INFO - Epoch [7][500/999] lr: 5.992e-01, eta: 2 days, 22:11:28, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4126, loss_cls: 4.0130, loss: 4.0130, grad_norm: 0.8462 2020-10-03 19:12:13,352 - mmaction - INFO - Epoch [7][520/999] lr: 5.992e-01, eta: 2 days, 22:10:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4233, loss_cls: 3.9606, loss: 3.9606, grad_norm: 0.8348 2020-10-03 19:12:33,243 - mmaction - INFO - Epoch [7][540/999] lr: 5.992e-01, eta: 2 days, 22:10:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1923, top5_acc: 0.4129, loss_cls: 4.0070, loss: 4.0070, grad_norm: 0.8452 2020-10-03 19:12:53,236 - mmaction - INFO - Epoch [7][560/999] lr: 5.992e-01, eta: 2 days, 22:09:52, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4165, loss_cls: 3.9774, loss: 3.9774, grad_norm: 0.8351 2020-10-03 19:13:13,224 - mmaction - INFO - Epoch [7][580/999] lr: 5.992e-01, eta: 2 days, 22:09:20, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1966, top5_acc: 0.4272, loss_cls: 3.9478, loss: 3.9478, grad_norm: 0.8472 2020-10-03 19:13:33,140 - mmaction - INFO - Epoch [7][600/999] lr: 5.992e-01, eta: 2 days, 22:08:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2008, top5_acc: 0.4184, loss_cls: 3.9838, loss: 3.9838, grad_norm: 0.8624 2020-10-03 19:13:53,053 - mmaction - INFO - Epoch [7][620/999] lr: 5.992e-01, eta: 2 days, 22:08:13, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4169, loss_cls: 4.0230, loss: 4.0230, grad_norm: 0.8524 2020-10-03 19:14:13,000 - mmaction - INFO - Epoch [7][640/999] lr: 5.992e-01, eta: 2 days, 22:07:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4134, loss_cls: 3.9872, loss: 3.9872, grad_norm: 0.8619 2020-10-03 19:14:33,085 - mmaction - INFO - Epoch [7][660/999] lr: 5.992e-01, eta: 2 days, 22:07:13, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1992, top5_acc: 0.4159, loss_cls: 3.9972, loss: 3.9972, grad_norm: 0.8408 2020-10-03 19:14:53,016 - mmaction - INFO - Epoch [7][680/999] lr: 5.992e-01, eta: 2 days, 22:06:40, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1984, top5_acc: 0.4124, loss_cls: 3.9965, loss: 3.9965, grad_norm: 0.8414 2020-10-03 19:15:13,001 - mmaction - INFO - Epoch [7][700/999] lr: 5.992e-01, eta: 2 days, 22:06:10, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1996, top5_acc: 0.4184, loss_cls: 3.9924, loss: 3.9924, grad_norm: 0.8539 2020-10-03 19:15:32,889 - mmaction - INFO - Epoch [7][720/999] lr: 5.992e-01, eta: 2 days, 22:05:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4164, loss_cls: 3.9787, loss: 3.9787, grad_norm: 0.8540 2020-10-03 19:15:52,790 - mmaction - INFO - Epoch [7][740/999] lr: 5.992e-01, eta: 2 days, 22:05:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4223, loss_cls: 3.9489, loss: 3.9489, grad_norm: 0.8454 2020-10-03 19:16:12,821 - mmaction - INFO - Epoch [7][760/999] lr: 5.992e-01, eta: 2 days, 22:04:32, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4273, loss_cls: 3.9678, loss: 3.9678, grad_norm: 0.8519 2020-10-03 19:16:32,685 - mmaction - INFO - Epoch [7][780/999] lr: 5.992e-01, eta: 2 days, 22:03:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4263, loss_cls: 3.9502, loss: 3.9502, grad_norm: 0.8490 2020-10-03 19:16:52,648 - mmaction - INFO - Epoch [7][800/999] lr: 5.992e-01, eta: 2 days, 22:03:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4245, loss_cls: 3.9657, loss: 3.9657, grad_norm: 0.8515 2020-10-03 19:17:12,525 - mmaction - INFO - Epoch [7][820/999] lr: 5.992e-01, eta: 2 days, 22:02:51, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4194, loss_cls: 3.9723, loss: 3.9723, grad_norm: 0.8621 2020-10-03 19:17:32,450 - mmaction - INFO - Epoch [7][840/999] lr: 5.992e-01, eta: 2 days, 22:02:19, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1921, top5_acc: 0.4120, loss_cls: 3.9938, loss: 3.9938, grad_norm: 0.8448 2020-10-03 19:17:52,395 - mmaction - INFO - Epoch [7][860/999] lr: 5.992e-01, eta: 2 days, 22:01:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1911, top5_acc: 0.4094, loss_cls: 4.0457, loss: 4.0457, grad_norm: 0.8492 2020-10-03 19:18:12,361 - mmaction - INFO - Epoch [7][880/999] lr: 5.992e-01, eta: 2 days, 22:01:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4273, loss_cls: 3.9659, loss: 3.9659, grad_norm: 0.8522 2020-10-03 19:18:32,288 - mmaction - INFO - Epoch [7][900/999] lr: 5.992e-01, eta: 2 days, 22:00:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4322, loss_cls: 3.9378, loss: 3.9378, grad_norm: 0.8594 2020-10-03 19:18:52,235 - mmaction - INFO - Epoch [7][920/999] lr: 5.992e-01, eta: 2 days, 22:00:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4243, loss_cls: 3.9579, loss: 3.9579, grad_norm: 0.8472 2020-10-03 19:19:12,244 - mmaction - INFO - Epoch [7][940/999] lr: 5.992e-01, eta: 2 days, 21:59:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4264, loss_cls: 3.9707, loss: 3.9707, grad_norm: 0.8545 2020-10-03 19:19:32,252 - mmaction - INFO - Epoch [7][960/999] lr: 5.992e-01, eta: 2 days, 21:59:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4275, loss_cls: 3.9754, loss: 3.9754, grad_norm: 0.8500 2020-10-03 19:19:52,214 - mmaction - INFO - Epoch [7][980/999] lr: 5.992e-01, eta: 2 days, 21:58:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4158, loss_cls: 3.9269, loss: 3.9269, grad_norm: 0.8378 2020-10-03 19:21:02,020 - mmaction - INFO - Epoch [8][20/999] lr: 5.989e-01, eta: 2 days, 22:04:41, time: 2.534, data_time: 1.509, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4335, loss_cls: 3.9232, loss: 3.9232, grad_norm: 0.8591 2020-10-03 19:21:21,651 - mmaction - INFO - Epoch [8][40/999] lr: 5.989e-01, eta: 2 days, 22:03:58, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4332, loss_cls: 3.9345, loss: 3.9345, grad_norm: 0.8660 2020-10-03 19:21:41,460 - mmaction - INFO - Epoch [8][60/999] lr: 5.989e-01, eta: 2 days, 22:03:21, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4332, loss_cls: 3.9255, loss: 3.9255, grad_norm: 0.8647 2020-10-03 19:22:01,337 - mmaction - INFO - Epoch [8][80/999] lr: 5.989e-01, eta: 2 days, 22:02:46, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4273, loss_cls: 3.9377, loss: 3.9377, grad_norm: 0.8504 2020-10-03 19:22:21,236 - mmaction - INFO - Epoch [8][100/999] lr: 5.989e-01, eta: 2 days, 22:02:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4306, loss_cls: 3.9185, loss: 3.9185, grad_norm: 0.8741 2020-10-03 19:22:41,146 - mmaction - INFO - Epoch [8][120/999] lr: 5.989e-01, eta: 2 days, 22:01:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4268, loss_cls: 3.9340, loss: 3.9340, grad_norm: 0.8655 2020-10-03 19:23:01,064 - mmaction - INFO - Epoch [8][140/999] lr: 5.989e-01, eta: 2 days, 22:01:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4339, loss_cls: 3.9242, loss: 3.9242, grad_norm: 0.8683 2020-10-03 19:23:21,053 - mmaction - INFO - Epoch [8][160/999] lr: 5.989e-01, eta: 2 days, 22:00:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4279, loss_cls: 3.9440, loss: 3.9440, grad_norm: 0.8844 2020-10-03 19:23:41,098 - mmaction - INFO - Epoch [8][180/999] lr: 5.989e-01, eta: 2 days, 22:00:07, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4309, loss_cls: 3.9569, loss: 3.9569, grad_norm: 0.8801 2020-10-03 19:24:01,033 - mmaction - INFO - Epoch [8][200/999] lr: 5.989e-01, eta: 2 days, 21:59:36, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1960, top5_acc: 0.4204, loss_cls: 3.9835, loss: 3.9835, grad_norm: 0.8598 2020-10-03 19:24:20,963 - mmaction - INFO - Epoch [8][220/999] lr: 5.989e-01, eta: 2 days, 21:59:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4335, loss_cls: 3.9171, loss: 3.9171, grad_norm: 0.8579 2020-10-03 19:24:40,962 - mmaction - INFO - Epoch [8][240/999] lr: 5.989e-01, eta: 2 days, 21:58:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4243, loss_cls: 3.9564, loss: 3.9564, grad_norm: 0.8709 2020-10-03 19:25:00,874 - mmaction - INFO - Epoch [8][260/999] lr: 5.989e-01, eta: 2 days, 21:58:02, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4249, loss_cls: 3.9247, loss: 3.9247, grad_norm: 0.8545 2020-10-03 19:25:20,880 - mmaction - INFO - Epoch [8][280/999] lr: 5.989e-01, eta: 2 days, 21:57:31, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4280, loss_cls: 3.9304, loss: 3.9304, grad_norm: 0.8595 2020-10-03 19:25:40,809 - mmaction - INFO - Epoch [8][300/999] lr: 5.989e-01, eta: 2 days, 21:57:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4275, loss_cls: 3.8957, loss: 3.8957, grad_norm: 0.8586 2020-10-03 19:26:00,722 - mmaction - INFO - Epoch [8][320/999] lr: 5.989e-01, eta: 2 days, 21:56:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4328, loss_cls: 3.9122, loss: 3.9122, grad_norm: 0.8706 2020-10-03 19:26:20,684 - mmaction - INFO - Epoch [8][340/999] lr: 5.989e-01, eta: 2 days, 21:55:57, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4322, loss_cls: 3.9096, loss: 3.9096, grad_norm: 0.8695 2020-10-03 19:26:40,598 - mmaction - INFO - Epoch [8][360/999] lr: 5.989e-01, eta: 2 days, 21:55:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4379, loss_cls: 3.8858, loss: 3.8858, grad_norm: 0.8651 2020-10-03 19:27:00,559 - mmaction - INFO - Epoch [8][380/999] lr: 5.989e-01, eta: 2 days, 21:54:53, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4327, loss_cls: 3.9513, loss: 3.9513, grad_norm: 0.8593 2020-10-03 19:27:20,505 - mmaction - INFO - Epoch [8][400/999] lr: 5.989e-01, eta: 2 days, 21:54:23, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2063, top5_acc: 0.4297, loss_cls: 3.9386, loss: 3.9386, grad_norm: 0.8711 2020-10-03 19:27:40,457 - mmaction - INFO - Epoch [8][420/999] lr: 5.989e-01, eta: 2 days, 21:53:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4271, loss_cls: 3.9549, loss: 3.9549, grad_norm: 0.8635 2020-10-03 19:28:00,335 - mmaction - INFO - Epoch [8][440/999] lr: 5.989e-01, eta: 2 days, 21:53:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4378, loss_cls: 3.8988, loss: 3.8988, grad_norm: 0.8644 2020-10-03 19:28:20,233 - mmaction - INFO - Epoch [8][460/999] lr: 5.989e-01, eta: 2 days, 21:52:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4348, loss_cls: 3.9266, loss: 3.9266, grad_norm: 0.8479 2020-10-03 19:28:40,141 - mmaction - INFO - Epoch [8][480/999] lr: 5.989e-01, eta: 2 days, 21:52:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4380, loss_cls: 3.8983, loss: 3.8983, grad_norm: 0.8597 2020-10-03 19:28:59,956 - mmaction - INFO - Epoch [8][500/999] lr: 5.989e-01, eta: 2 days, 21:51:39, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4286, loss_cls: 3.9213, loss: 3.9213, grad_norm: 0.8686 2020-10-03 19:29:19,870 - mmaction - INFO - Epoch [8][520/999] lr: 5.989e-01, eta: 2 days, 21:51:07, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4380, loss_cls: 3.8700, loss: 3.8700, grad_norm: 0.8629 2020-10-03 19:29:39,794 - mmaction - INFO - Epoch [8][540/999] lr: 5.989e-01, eta: 2 days, 21:50:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4314, loss_cls: 3.9179, loss: 3.9179, grad_norm: 0.8542 2020-10-03 19:29:59,865 - mmaction - INFO - Epoch [8][560/999] lr: 5.989e-01, eta: 2 days, 21:50:10, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4301, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.8746 2020-10-03 19:30:20,788 - mmaction - INFO - Epoch [8][580/999] lr: 5.989e-01, eta: 2 days, 21:50:10, time: 1.045, data_time: 0.001, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4298, loss_cls: 3.9485, loss: 3.9485, grad_norm: 0.8492 2020-10-03 19:30:40,811 - mmaction - INFO - Epoch [8][600/999] lr: 5.989e-01, eta: 2 days, 21:49:43, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4358, loss_cls: 3.8938, loss: 3.8938, grad_norm: 0.8660 2020-10-03 19:31:00,718 - mmaction - INFO - Epoch [8][620/999] lr: 5.989e-01, eta: 2 days, 21:49:11, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4320, loss_cls: 3.9429, loss: 3.9429, grad_norm: 0.8787 2020-10-03 19:31:20,650 - mmaction - INFO - Epoch [8][640/999] lr: 5.989e-01, eta: 2 days, 21:48:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4276, loss_cls: 3.9454, loss: 3.9454, grad_norm: 0.8499 2020-10-03 19:31:40,566 - mmaction - INFO - Epoch [8][660/999] lr: 5.989e-01, eta: 2 days, 21:48:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4290, loss_cls: 3.9175, loss: 3.9175, grad_norm: 0.8672 2020-10-03 19:32:00,383 - mmaction - INFO - Epoch [8][680/999] lr: 5.989e-01, eta: 2 days, 21:47:34, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4371, loss_cls: 3.8978, loss: 3.8978, grad_norm: 0.8646 2020-10-03 19:32:20,334 - mmaction - INFO - Epoch [8][700/999] lr: 5.989e-01, eta: 2 days, 21:47:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4286, loss_cls: 3.9291, loss: 3.9291, grad_norm: 0.8695 2020-10-03 19:32:40,211 - mmaction - INFO - Epoch [8][720/999] lr: 5.989e-01, eta: 2 days, 21:46:31, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4319, loss_cls: 3.9052, loss: 3.9052, grad_norm: 0.8623 2020-10-03 19:33:00,069 - mmaction - INFO - Epoch [8][740/999] lr: 5.989e-01, eta: 2 days, 21:45:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4385, loss_cls: 3.8828, loss: 3.8828, grad_norm: 0.8807 2020-10-03 19:33:20,020 - mmaction - INFO - Epoch [8][760/999] lr: 5.989e-01, eta: 2 days, 21:45:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4238, loss_cls: 3.9523, loss: 3.9523, grad_norm: 0.8677 2020-10-03 19:33:40,009 - mmaction - INFO - Epoch [8][780/999] lr: 5.989e-01, eta: 2 days, 21:45:00, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4272, loss_cls: 3.9359, loss: 3.9359, grad_norm: 0.8670 2020-10-03 19:33:59,992 - mmaction - INFO - Epoch [8][800/999] lr: 5.989e-01, eta: 2 days, 21:44:31, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4414, loss_cls: 3.8620, loss: 3.8620, grad_norm: 0.8767 2020-10-03 19:34:19,951 - mmaction - INFO - Epoch [8][820/999] lr: 5.989e-01, eta: 2 days, 21:44:02, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4370, loss_cls: 3.8935, loss: 3.8935, grad_norm: 0.8739 2020-10-03 19:34:39,895 - mmaction - INFO - Epoch [8][840/999] lr: 5.989e-01, eta: 2 days, 21:43:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4388, loss_cls: 3.8898, loss: 3.8898, grad_norm: 0.8771 2020-10-03 19:34:59,793 - mmaction - INFO - Epoch [8][860/999] lr: 5.989e-01, eta: 2 days, 21:43:00, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4329, loss_cls: 3.9199, loss: 3.9199, grad_norm: 0.8793 2020-10-03 19:35:19,649 - mmaction - INFO - Epoch [8][880/999] lr: 5.989e-01, eta: 2 days, 21:42:27, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4315, loss_cls: 3.9033, loss: 3.9033, grad_norm: 0.8584 2020-10-03 19:35:39,624 - mmaction - INFO - Epoch [8][900/999] lr: 5.989e-01, eta: 2 days, 21:41:58, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4285, loss_cls: 3.9268, loss: 3.9268, grad_norm: 0.8697 2020-10-03 19:35:59,501 - mmaction - INFO - Epoch [8][920/999] lr: 5.989e-01, eta: 2 days, 21:41:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4406, loss_cls: 3.8701, loss: 3.8701, grad_norm: 0.8784 2020-10-03 19:36:19,479 - mmaction - INFO - Epoch [8][940/999] lr: 5.989e-01, eta: 2 days, 21:40:59, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4365, loss_cls: 3.9027, loss: 3.9027, grad_norm: 0.8796 2020-10-03 19:36:39,510 - mmaction - INFO - Epoch [8][960/999] lr: 5.989e-01, eta: 2 days, 21:40:32, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4318, loss_cls: 3.9257, loss: 3.9257, grad_norm: 0.8857 2020-10-03 19:36:59,467 - mmaction - INFO - Epoch [8][980/999] lr: 5.989e-01, eta: 2 days, 21:40:02, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4391, loss_cls: 3.8747, loss: 3.8747, grad_norm: 0.8662 2020-10-03 19:37:18,701 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-03 19:38:32,361 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 19:38:34,025 - mmaction - INFO - top1_acc 0.2560 top5_acc 0.5058 2020-10-03 19:38:34,025 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 19:38:34,116 - mmaction - INFO - mean_acc 0.2544 2020-10-03 19:38:34,116 - mmaction - INFO - Now best checkpoint is epoch_8.pth 2020-10-03 19:38:34,146 - mmaction - INFO - Epoch(val) [8][999] top1_acc: 0.2560, top5_acc: 0.5058, mean_class_accuracy: 0.2544 2020-10-03 19:39:22,323 - mmaction - INFO - Epoch [9][20/999] lr: 5.986e-01, eta: 2 days, 21:43:50, time: 2.407, data_time: 1.423, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4380, loss_cls: 3.8836, loss: 3.8836, grad_norm: 0.8643 2020-10-03 19:39:41,937 - mmaction - INFO - Epoch [9][40/999] lr: 5.986e-01, eta: 2 days, 21:43:09, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4484, loss_cls: 3.8619, loss: 3.8619, grad_norm: 0.8958 2020-10-03 19:40:01,661 - mmaction - INFO - Epoch [9][60/999] lr: 5.986e-01, eta: 2 days, 21:42:32, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4483, loss_cls: 3.8475, loss: 3.8475, grad_norm: 0.8785 2020-10-03 19:40:21,550 - mmaction - INFO - Epoch [9][80/999] lr: 5.986e-01, eta: 2 days, 21:42:01, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4493, loss_cls: 3.8336, loss: 3.8336, grad_norm: 0.8852 2020-10-03 19:40:41,452 - mmaction - INFO - Epoch [9][100/999] lr: 5.986e-01, eta: 2 days, 21:41:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4382, loss_cls: 3.8873, loss: 3.8873, grad_norm: 0.8748 2020-10-03 19:41:01,415 - mmaction - INFO - Epoch [9][120/999] lr: 5.986e-01, eta: 2 days, 21:41:01, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4331, loss_cls: 3.8746, loss: 3.8746, grad_norm: 0.8701 2020-10-03 19:41:21,333 - mmaction - INFO - Epoch [9][140/999] lr: 5.986e-01, eta: 2 days, 21:40:30, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4385, loss_cls: 3.9011, loss: 3.9011, grad_norm: 0.8852 2020-10-03 19:41:41,199 - mmaction - INFO - Epoch [9][160/999] lr: 5.986e-01, eta: 2 days, 21:39:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4260, loss_cls: 3.9101, loss: 3.9101, grad_norm: 0.8667 2020-10-03 19:42:01,044 - mmaction - INFO - Epoch [9][180/999] lr: 5.986e-01, eta: 2 days, 21:39:25, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4395, loss_cls: 3.8696, loss: 3.8696, grad_norm: 0.8843 2020-10-03 19:42:20,955 - mmaction - INFO - Epoch [9][200/999] lr: 5.986e-01, eta: 2 days, 21:38:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4396, loss_cls: 3.8836, loss: 3.8836, grad_norm: 0.8725 2020-10-03 19:42:40,847 - mmaction - INFO - Epoch [9][220/999] lr: 5.986e-01, eta: 2 days, 21:38:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4501, loss_cls: 3.8159, loss: 3.8159, grad_norm: 0.8662 2020-10-03 19:43:00,760 - mmaction - INFO - Epoch [9][240/999] lr: 5.986e-01, eta: 2 days, 21:37:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.9068, loss: 3.9068, grad_norm: 0.8916 2020-10-03 19:43:20,734 - mmaction - INFO - Epoch [9][260/999] lr: 5.986e-01, eta: 2 days, 21:37:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4358, loss_cls: 3.9100, loss: 3.9100, grad_norm: 0.8554 2020-10-03 19:43:40,653 - mmaction - INFO - Epoch [9][280/999] lr: 5.986e-01, eta: 2 days, 21:36:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4473, loss_cls: 3.8452, loss: 3.8452, grad_norm: 0.8853 2020-10-03 19:44:00,612 - mmaction - INFO - Epoch [9][300/999] lr: 5.986e-01, eta: 2 days, 21:36:24, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4439, loss_cls: 3.8484, loss: 3.8484, grad_norm: 0.8754 2020-10-03 19:44:20,495 - mmaction - INFO - Epoch [9][320/999] lr: 5.986e-01, eta: 2 days, 21:35:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4397, loss_cls: 3.8959, loss: 3.8959, grad_norm: 0.8805 2020-10-03 19:44:40,506 - mmaction - INFO - Epoch [9][340/999] lr: 5.986e-01, eta: 2 days, 21:35:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4423, loss_cls: 3.8642, loss: 3.8642, grad_norm: 0.8762 2020-10-03 19:45:00,511 - mmaction - INFO - Epoch [9][360/999] lr: 5.986e-01, eta: 2 days, 21:34:57, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4458, loss_cls: 3.8363, loss: 3.8363, grad_norm: 0.8755 2020-10-03 19:45:20,390 - mmaction - INFO - Epoch [9][380/999] lr: 5.986e-01, eta: 2 days, 21:34:27, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4424, loss_cls: 3.8742, loss: 3.8742, grad_norm: 0.8825 2020-10-03 19:45:40,344 - mmaction - INFO - Epoch [9][400/999] lr: 5.986e-01, eta: 2 days, 21:33:57, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4430, loss_cls: 3.8690, loss: 3.8690, grad_norm: 0.8726 2020-10-03 19:46:00,264 - mmaction - INFO - Epoch [9][420/999] lr: 5.986e-01, eta: 2 days, 21:33:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4380, loss_cls: 3.8808, loss: 3.8808, grad_norm: 0.8975 2020-10-03 19:46:20,297 - mmaction - INFO - Epoch [9][440/999] lr: 5.986e-01, eta: 2 days, 21:33:01, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4285, loss_cls: 3.8972, loss: 3.8972, grad_norm: 0.8616 2020-10-03 19:46:40,135 - mmaction - INFO - Epoch [9][460/999] lr: 5.986e-01, eta: 2 days, 21:32:29, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4451, loss_cls: 3.8628, loss: 3.8628, grad_norm: 0.8836 2020-10-03 19:47:00,065 - mmaction - INFO - Epoch [9][480/999] lr: 5.986e-01, eta: 2 days, 21:31:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4423, loss_cls: 3.8824, loss: 3.8824, grad_norm: 0.8788 2020-10-03 19:47:19,969 - mmaction - INFO - Epoch [9][500/999] lr: 5.986e-01, eta: 2 days, 21:31:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4483, loss_cls: 3.8443, loss: 3.8443, grad_norm: 0.8736 2020-10-03 19:47:39,905 - mmaction - INFO - Epoch [9][520/999] lr: 5.986e-01, eta: 2 days, 21:31:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4415, loss_cls: 3.8839, loss: 3.8839, grad_norm: 0.8805 2020-10-03 19:47:59,950 - mmaction - INFO - Epoch [9][540/999] lr: 5.986e-01, eta: 2 days, 21:30:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4486, loss_cls: 3.8411, loss: 3.8411, grad_norm: 0.8781 2020-10-03 19:48:19,849 - mmaction - INFO - Epoch [9][560/999] lr: 5.986e-01, eta: 2 days, 21:30:04, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2240, top5_acc: 0.4531, loss_cls: 3.8244, loss: 3.8244, grad_norm: 0.8743 2020-10-03 19:48:39,790 - mmaction - INFO - Epoch [9][580/999] lr: 5.986e-01, eta: 2 days, 21:29:34, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4504, loss_cls: 3.8476, loss: 3.8476, grad_norm: 0.8913 2020-10-03 19:48:59,756 - mmaction - INFO - Epoch [9][600/999] lr: 5.986e-01, eta: 2 days, 21:29:06, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4449, loss_cls: 3.8453, loss: 3.8453, grad_norm: 0.8882 2020-10-03 19:49:19,630 - mmaction - INFO - Epoch [9][620/999] lr: 5.986e-01, eta: 2 days, 21:28:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4484, loss_cls: 3.8499, loss: 3.8499, grad_norm: 0.8749 2020-10-03 19:49:39,577 - mmaction - INFO - Epoch [9][640/999] lr: 5.986e-01, eta: 2 days, 21:28:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4452, loss_cls: 3.8643, loss: 3.8643, grad_norm: 0.8863 2020-10-03 19:49:59,461 - mmaction - INFO - Epoch [9][660/999] lr: 5.986e-01, eta: 2 days, 21:27:37, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4328, loss_cls: 3.8987, loss: 3.8987, grad_norm: 0.8803 2020-10-03 19:50:19,330 - mmaction - INFO - Epoch [9][680/999] lr: 5.986e-01, eta: 2 days, 21:27:06, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4451, loss_cls: 3.8396, loss: 3.8396, grad_norm: 0.8955 2020-10-03 19:50:39,197 - mmaction - INFO - Epoch [9][700/999] lr: 5.986e-01, eta: 2 days, 21:26:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4385, loss_cls: 3.8662, loss: 3.8662, grad_norm: 0.8803 2020-10-03 19:50:59,290 - mmaction - INFO - Epoch [9][720/999] lr: 5.986e-01, eta: 2 days, 21:26:11, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4349, loss_cls: 3.8996, loss: 3.8996, grad_norm: 0.8791 2020-10-03 19:51:19,215 - mmaction - INFO - Epoch [9][740/999] lr: 5.986e-01, eta: 2 days, 21:25:42, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4457, loss_cls: 3.8504, loss: 3.8504, grad_norm: 0.8832 2020-10-03 19:51:39,169 - mmaction - INFO - Epoch [9][760/999] lr: 5.986e-01, eta: 2 days, 21:25:13, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4458, loss_cls: 3.8491, loss: 3.8491, grad_norm: 0.8907 2020-10-03 19:51:59,105 - mmaction - INFO - Epoch [9][780/999] lr: 5.986e-01, eta: 2 days, 21:24:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4411, loss_cls: 3.8637, loss: 3.8637, grad_norm: 0.8734 2020-10-03 19:52:19,038 - mmaction - INFO - Epoch [9][800/999] lr: 5.986e-01, eta: 2 days, 21:24:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4501, loss_cls: 3.8453, loss: 3.8453, grad_norm: 0.8902 2020-10-03 19:52:38,909 - mmaction - INFO - Epoch [9][820/999] lr: 5.986e-01, eta: 2 days, 21:23:45, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4427, loss_cls: 3.8681, loss: 3.8681, grad_norm: 0.8638 2020-10-03 19:52:58,781 - mmaction - INFO - Epoch [9][840/999] lr: 5.986e-01, eta: 2 days, 21:23:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4471, loss_cls: 3.8296, loss: 3.8296, grad_norm: 0.8618 2020-10-03 19:53:18,629 - mmaction - INFO - Epoch [9][860/999] lr: 5.986e-01, eta: 2 days, 21:22:44, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4406, loss_cls: 3.8711, loss: 3.8711, grad_norm: 0.9068 2020-10-03 19:53:38,605 - mmaction - INFO - Epoch [9][880/999] lr: 5.986e-01, eta: 2 days, 21:22:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4464, loss_cls: 3.8352, loss: 3.8352, grad_norm: 0.8868 2020-10-03 19:53:58,534 - mmaction - INFO - Epoch [9][900/999] lr: 5.986e-01, eta: 2 days, 21:21:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4392, loss_cls: 3.8572, loss: 3.8572, grad_norm: 0.8879 2020-10-03 19:54:18,552 - mmaction - INFO - Epoch [9][920/999] lr: 5.986e-01, eta: 2 days, 21:21:22, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4383, loss_cls: 3.9019, loss: 3.9019, grad_norm: 0.8829 2020-10-03 19:54:38,531 - mmaction - INFO - Epoch [9][940/999] lr: 5.986e-01, eta: 2 days, 21:20:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4464, loss_cls: 3.8277, loss: 3.8277, grad_norm: 0.8664 2020-10-03 19:54:58,496 - mmaction - INFO - Epoch [9][960/999] lr: 5.986e-01, eta: 2 days, 21:20:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4372, loss_cls: 3.8557, loss: 3.8557, grad_norm: 0.8893 2020-10-03 19:55:18,467 - mmaction - INFO - Epoch [9][980/999] lr: 5.986e-01, eta: 2 days, 21:20:00, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4486, loss_cls: 3.8466, loss: 3.8466, grad_norm: 0.8917 2020-10-03 19:56:27,142 - mmaction - INFO - Epoch [10][20/999] lr: 5.982e-01, eta: 2 days, 21:23:48, time: 2.460, data_time: 1.435, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4458, loss_cls: 3.8504, loss: 3.8504, grad_norm: 0.8948 2020-10-03 19:56:46,931 - mmaction - INFO - Epoch [10][40/999] lr: 5.982e-01, eta: 2 days, 21:23:15, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2288, top5_acc: 0.4508, loss_cls: 3.8036, loss: 3.8036, grad_norm: 0.8901 2020-10-03 19:57:06,891 - mmaction - INFO - Epoch [10][60/999] lr: 5.982e-01, eta: 2 days, 21:22:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4547, loss_cls: 3.8323, loss: 3.8323, grad_norm: 0.8854 2020-10-03 19:57:26,807 - mmaction - INFO - Epoch [10][80/999] lr: 5.982e-01, eta: 2 days, 21:22:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2258, top5_acc: 0.4549, loss_cls: 3.7866, loss: 3.7866, grad_norm: 0.8816 2020-10-03 19:57:46,689 - mmaction - INFO - Epoch [10][100/999] lr: 5.982e-01, eta: 2 days, 21:21:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4434, loss_cls: 3.8454, loss: 3.8454, grad_norm: 0.9066 2020-10-03 19:58:06,603 - mmaction - INFO - Epoch [10][120/999] lr: 5.982e-01, eta: 2 days, 21:21:17, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2259, top5_acc: 0.4598, loss_cls: 3.7699, loss: 3.7699, grad_norm: 0.8827 2020-10-03 19:58:26,583 - mmaction - INFO - Epoch [10][140/999] lr: 5.982e-01, eta: 2 days, 21:20:50, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2294, top5_acc: 0.4492, loss_cls: 3.8284, loss: 3.8284, grad_norm: 0.8905 2020-10-03 19:58:46,541 - mmaction - INFO - Epoch [10][160/999] lr: 5.982e-01, eta: 2 days, 21:20:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2242, top5_acc: 0.4568, loss_cls: 3.7958, loss: 3.7958, grad_norm: 0.8944 2020-10-03 19:59:06,410 - mmaction - INFO - Epoch [10][180/999] lr: 5.982e-01, eta: 2 days, 21:19:52, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4539, loss_cls: 3.8010, loss: 3.8010, grad_norm: 0.9003 2020-10-03 19:59:26,385 - mmaction - INFO - Epoch [10][200/999] lr: 5.982e-01, eta: 2 days, 21:19:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4523, loss_cls: 3.8120, loss: 3.8120, grad_norm: 0.8853 2020-10-03 19:59:46,211 - mmaction - INFO - Epoch [10][220/999] lr: 5.982e-01, eta: 2 days, 21:18:53, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4523, loss_cls: 3.8415, loss: 3.8415, grad_norm: 0.8956 2020-10-03 20:00:07,211 - mmaction - INFO - Epoch [10][240/999] lr: 5.982e-01, eta: 2 days, 21:18:53, time: 1.050, data_time: 0.002, memory: 8478, top1_acc: 0.2264, top5_acc: 0.4544, loss_cls: 3.8052, loss: 3.8052, grad_norm: 0.8825 2020-10-03 20:00:28,004 - mmaction - INFO - Epoch [10][260/999] lr: 5.982e-01, eta: 2 days, 21:18:47, time: 1.040, data_time: 0.003, memory: 8478, top1_acc: 0.2298, top5_acc: 0.4613, loss_cls: 3.7701, loss: 3.7701, grad_norm: 0.8789 2020-10-03 20:00:48,026 - mmaction - INFO - Epoch [10][280/999] lr: 5.982e-01, eta: 2 days, 21:18:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4600, loss_cls: 3.8007, loss: 3.8007, grad_norm: 0.8934 2020-10-03 20:01:07,931 - mmaction - INFO - Epoch [10][300/999] lr: 5.982e-01, eta: 2 days, 21:17:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2298, top5_acc: 0.4521, loss_cls: 3.7993, loss: 3.7993, grad_norm: 0.8989 2020-10-03 20:01:27,943 - mmaction - INFO - Epoch [10][320/999] lr: 5.982e-01, eta: 2 days, 21:17:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4404, loss_cls: 3.8441, loss: 3.8441, grad_norm: 0.8773 2020-10-03 20:01:47,825 - mmaction - INFO - Epoch [10][340/999] lr: 5.982e-01, eta: 2 days, 21:16:56, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2270, top5_acc: 0.4546, loss_cls: 3.8053, loss: 3.8053, grad_norm: 0.8919 2020-10-03 20:02:07,770 - mmaction - INFO - Epoch [10][360/999] lr: 5.982e-01, eta: 2 days, 21:16:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4436, loss_cls: 3.8737, loss: 3.8737, grad_norm: 0.8973 2020-10-03 20:02:27,701 - mmaction - INFO - Epoch [10][380/999] lr: 5.982e-01, eta: 2 days, 21:15:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4422, loss_cls: 3.8573, loss: 3.8573, grad_norm: 0.8847 2020-10-03 20:02:47,622 - mmaction - INFO - Epoch [10][400/999] lr: 5.982e-01, eta: 2 days, 21:15:30, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4508, loss_cls: 3.8272, loss: 3.8272, grad_norm: 0.9034 2020-10-03 20:03:07,569 - mmaction - INFO - Epoch [10][420/999] lr: 5.982e-01, eta: 2 days, 21:15:03, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4538, loss_cls: 3.8361, loss: 3.8361, grad_norm: 0.8824 2020-10-03 20:03:27,559 - mmaction - INFO - Epoch [10][440/999] lr: 5.982e-01, eta: 2 days, 21:14:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2259, top5_acc: 0.4522, loss_cls: 3.8343, loss: 3.8343, grad_norm: 0.8951 2020-10-03 20:03:47,491 - mmaction - INFO - Epoch [10][460/999] lr: 5.982e-01, eta: 2 days, 21:14:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4505, loss_cls: 3.8236, loss: 3.8236, grad_norm: 0.9136 2020-10-03 20:04:07,409 - mmaction - INFO - Epoch [10][480/999] lr: 5.982e-01, eta: 2 days, 21:13:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4501, loss_cls: 3.8427, loss: 3.8427, grad_norm: 0.8796 2020-10-03 20:04:27,320 - mmaction - INFO - Epoch [10][500/999] lr: 5.982e-01, eta: 2 days, 21:13:10, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4510, loss_cls: 3.8400, loss: 3.8400, grad_norm: 0.8773 2020-10-03 20:04:47,146 - mmaction - INFO - Epoch [10][520/999] lr: 5.982e-01, eta: 2 days, 21:12:39, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4491, loss_cls: 3.8472, loss: 3.8472, grad_norm: 0.8984 2020-10-03 20:05:07,099 - mmaction - INFO - Epoch [10][540/999] lr: 5.982e-01, eta: 2 days, 21:12:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2257, top5_acc: 0.4462, loss_cls: 3.8138, loss: 3.8138, grad_norm: 0.8748 2020-10-03 20:05:27,062 - mmaction - INFO - Epoch [10][560/999] lr: 5.982e-01, eta: 2 days, 21:11:44, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2322, top5_acc: 0.4572, loss_cls: 3.8055, loss: 3.8055, grad_norm: 0.8919 2020-10-03 20:05:47,025 - mmaction - INFO - Epoch [10][580/999] lr: 5.982e-01, eta: 2 days, 21:11:17, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4581, loss_cls: 3.8227, loss: 3.8227, grad_norm: 0.8981 2020-10-03 20:06:06,943 - mmaction - INFO - Epoch [10][600/999] lr: 5.982e-01, eta: 2 days, 21:10:48, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2305, top5_acc: 0.4557, loss_cls: 3.7588, loss: 3.7588, grad_norm: 0.8952 2020-10-03 20:06:26,858 - mmaction - INFO - Epoch [10][620/999] lr: 5.982e-01, eta: 2 days, 21:10:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4484, loss_cls: 3.8352, loss: 3.8352, grad_norm: 0.9054 2020-10-03 20:06:46,720 - mmaction - INFO - Epoch [10][640/999] lr: 5.982e-01, eta: 2 days, 21:09:51, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4573, loss_cls: 3.7845, loss: 3.7845, grad_norm: 0.8843 2020-10-03 20:07:06,632 - mmaction - INFO - Epoch [10][660/999] lr: 5.982e-01, eta: 2 days, 21:09:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4426, loss_cls: 3.8473, loss: 3.8473, grad_norm: 0.8976 2020-10-03 20:07:26,627 - mmaction - INFO - Epoch [10][680/999] lr: 5.982e-01, eta: 2 days, 21:08:56, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2272, top5_acc: 0.4609, loss_cls: 3.7817, loss: 3.7817, grad_norm: 0.8981 2020-10-03 20:07:46,614 - mmaction - INFO - Epoch [10][700/999] lr: 5.982e-01, eta: 2 days, 21:08:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4397, loss_cls: 3.8680, loss: 3.8680, grad_norm: 0.8869 2020-10-03 20:08:06,532 - mmaction - INFO - Epoch [10][720/999] lr: 5.982e-01, eta: 2 days, 21:08:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4517, loss_cls: 3.7915, loss: 3.7915, grad_norm: 0.8923 2020-10-03 20:08:26,406 - mmaction - INFO - Epoch [10][740/999] lr: 5.982e-01, eta: 2 days, 21:07:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2246, top5_acc: 0.4568, loss_cls: 3.7924, loss: 3.7924, grad_norm: 0.8949 2020-10-03 20:08:46,366 - mmaction - INFO - Epoch [10][760/999] lr: 5.982e-01, eta: 2 days, 21:07:05, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4496, loss_cls: 3.8349, loss: 3.8349, grad_norm: 0.8925 2020-10-03 20:09:06,322 - mmaction - INFO - Epoch [10][780/999] lr: 5.982e-01, eta: 2 days, 21:06:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4508, loss_cls: 3.8183, loss: 3.8183, grad_norm: 0.9011 2020-10-03 20:09:26,210 - mmaction - INFO - Epoch [10][800/999] lr: 5.982e-01, eta: 2 days, 21:06:09, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4578, loss_cls: 3.8016, loss: 3.8016, grad_norm: 0.8977 2020-10-03 20:09:46,087 - mmaction - INFO - Epoch [10][820/999] lr: 5.982e-01, eta: 2 days, 21:05:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2246, top5_acc: 0.4499, loss_cls: 3.8054, loss: 3.8054, grad_norm: 0.8939 2020-10-03 20:10:06,106 - mmaction - INFO - Epoch [10][840/999] lr: 5.982e-01, eta: 2 days, 21:05:15, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4559, loss_cls: 3.8017, loss: 3.8017, grad_norm: 0.8870 2020-10-03 20:10:26,082 - mmaction - INFO - Epoch [10][860/999] lr: 5.982e-01, eta: 2 days, 21:04:48, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4583, loss_cls: 3.8038, loss: 3.8038, grad_norm: 0.8854 2020-10-03 20:10:46,063 - mmaction - INFO - Epoch [10][880/999] lr: 5.982e-01, eta: 2 days, 21:04:21, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2273, top5_acc: 0.4596, loss_cls: 3.7724, loss: 3.7724, grad_norm: 0.9073 2020-10-03 20:11:05,952 - mmaction - INFO - Epoch [10][900/999] lr: 5.982e-01, eta: 2 days, 21:03:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2254, top5_acc: 0.4531, loss_cls: 3.8277, loss: 3.8277, grad_norm: 0.8897 2020-10-03 20:11:25,908 - mmaction - INFO - Epoch [10][920/999] lr: 5.982e-01, eta: 2 days, 21:03:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2253, top5_acc: 0.4529, loss_cls: 3.7965, loss: 3.7965, grad_norm: 0.9035 2020-10-03 20:11:45,816 - mmaction - INFO - Epoch [10][940/999] lr: 5.982e-01, eta: 2 days, 21:02:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4461, loss_cls: 3.8223, loss: 3.8223, grad_norm: 0.8856 2020-10-03 20:12:05,866 - mmaction - INFO - Epoch [10][960/999] lr: 5.982e-01, eta: 2 days, 21:02:34, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2302, top5_acc: 0.4589, loss_cls: 3.7825, loss: 3.7825, grad_norm: 0.9009 2020-10-03 20:12:25,784 - mmaction - INFO - Epoch [10][980/999] lr: 5.982e-01, eta: 2 days, 21:02:05, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2238, top5_acc: 0.4596, loss_cls: 3.7966, loss: 3.7966, grad_norm: 0.8955 2020-10-03 20:13:39,907 - mmaction - INFO - Epoch [11][20/999] lr: 5.977e-01, eta: 2 days, 21:07:12, time: 2.679, data_time: 1.671, memory: 8478, top1_acc: 0.2246, top5_acc: 0.4553, loss_cls: 3.7686, loss: 3.7686, grad_norm: 0.9006 2020-10-03 20:13:59,550 - mmaction - INFO - Epoch [11][40/999] lr: 5.977e-01, eta: 2 days, 21:06:37, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4492, loss_cls: 3.8241, loss: 3.8241, grad_norm: 0.9012 2020-10-03 20:14:19,379 - mmaction - INFO - Epoch [11][60/999] lr: 5.977e-01, eta: 2 days, 21:06:06, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2253, top5_acc: 0.4596, loss_cls: 3.7918, loss: 3.7918, grad_norm: 0.8946 2020-10-03 20:14:39,238 - mmaction - INFO - Epoch [11][80/999] lr: 5.977e-01, eta: 2 days, 21:05:36, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4582, loss_cls: 3.7977, loss: 3.7977, grad_norm: 0.8978 2020-10-03 20:14:59,171 - mmaction - INFO - Epoch [11][100/999] lr: 5.977e-01, eta: 2 days, 21:05:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2339, top5_acc: 0.4602, loss_cls: 3.7628, loss: 3.7628, grad_norm: 0.8859 2020-10-03 20:15:19,096 - mmaction - INFO - Epoch [11][120/999] lr: 5.977e-01, eta: 2 days, 21:04:40, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2361, top5_acc: 0.4676, loss_cls: 3.7561, loss: 3.7561, grad_norm: 0.9106 2020-10-03 20:15:39,007 - mmaction - INFO - Epoch [11][140/999] lr: 5.977e-01, eta: 2 days, 21:04:12, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2352, top5_acc: 0.4658, loss_cls: 3.7542, loss: 3.7542, grad_norm: 0.9071 2020-10-03 20:15:58,984 - mmaction - INFO - Epoch [11][160/999] lr: 5.977e-01, eta: 2 days, 21:03:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2267, top5_acc: 0.4516, loss_cls: 3.8218, loss: 3.8218, grad_norm: 0.8913 2020-10-03 20:16:18,983 - mmaction - INFO - Epoch [11][180/999] lr: 5.977e-01, eta: 2 days, 21:03:19, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2313, top5_acc: 0.4574, loss_cls: 3.7735, loss: 3.7735, grad_norm: 0.9076 2020-10-03 20:16:39,009 - mmaction - INFO - Epoch [11][200/999] lr: 5.977e-01, eta: 2 days, 21:02:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2315, top5_acc: 0.4603, loss_cls: 3.7668, loss: 3.7668, grad_norm: 0.9066 2020-10-03 20:16:58,885 - mmaction - INFO - Epoch [11][220/999] lr: 5.977e-01, eta: 2 days, 21:02:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2259, top5_acc: 0.4534, loss_cls: 3.8092, loss: 3.8092, grad_norm: 0.9072 2020-10-03 20:17:18,886 - mmaction - INFO - Epoch [11][240/999] lr: 5.977e-01, eta: 2 days, 21:01:58, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2322, top5_acc: 0.4586, loss_cls: 3.7471, loss: 3.7471, grad_norm: 0.8987 2020-10-03 20:17:38,809 - mmaction - INFO - Epoch [11][260/999] lr: 5.977e-01, eta: 2 days, 21:01:30, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2277, top5_acc: 0.4529, loss_cls: 3.7995, loss: 3.7995, grad_norm: 0.9021 2020-10-03 20:17:58,723 - mmaction - INFO - Epoch [11][280/999] lr: 5.977e-01, eta: 2 days, 21:01:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2288, top5_acc: 0.4562, loss_cls: 3.7667, loss: 3.7667, grad_norm: 0.9115 2020-10-03 20:18:18,779 - mmaction - INFO - Epoch [11][300/999] lr: 5.977e-01, eta: 2 days, 21:00:37, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2299, top5_acc: 0.4650, loss_cls: 3.7855, loss: 3.7855, grad_norm: 0.8897 2020-10-03 20:18:38,765 - mmaction - INFO - Epoch [11][320/999] lr: 5.977e-01, eta: 2 days, 21:00:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2290, top5_acc: 0.4540, loss_cls: 3.7932, loss: 3.7932, grad_norm: 0.9002 2020-10-03 20:18:58,794 - mmaction - INFO - Epoch [11][340/999] lr: 5.977e-01, eta: 2 days, 20:59:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2285, top5_acc: 0.4560, loss_cls: 3.7804, loss: 3.7804, grad_norm: 0.9099 2020-10-03 20:19:18,649 - mmaction - INFO - Epoch [11][360/999] lr: 5.977e-01, eta: 2 days, 20:59:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2263, top5_acc: 0.4587, loss_cls: 3.7974, loss: 3.7974, grad_norm: 0.9038 2020-10-03 20:19:38,551 - mmaction - INFO - Epoch [11][380/999] lr: 5.977e-01, eta: 2 days, 20:58:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2268, top5_acc: 0.4590, loss_cls: 3.7841, loss: 3.7841, grad_norm: 0.8992 2020-10-03 20:19:58,458 - mmaction - INFO - Epoch [11][400/999] lr: 5.977e-01, eta: 2 days, 20:58:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2284, top5_acc: 0.4581, loss_cls: 3.7884, loss: 3.7884, grad_norm: 0.9039 2020-10-03 20:20:18,324 - mmaction - INFO - Epoch [11][420/999] lr: 5.977e-01, eta: 2 days, 20:57:51, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4570, loss_cls: 3.7804, loss: 3.7804, grad_norm: 0.8993 2020-10-03 20:20:38,154 - mmaction - INFO - Epoch [11][440/999] lr: 5.977e-01, eta: 2 days, 20:57:21, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2395, top5_acc: 0.4714, loss_cls: 3.7232, loss: 3.7232, grad_norm: 0.9075 2020-10-03 20:20:58,101 - mmaction - INFO - Epoch [11][460/999] lr: 5.977e-01, eta: 2 days, 20:56:53, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2400, top5_acc: 0.4724, loss_cls: 3.7132, loss: 3.7132, grad_norm: 0.9080 2020-10-03 20:21:18,021 - mmaction - INFO - Epoch [11][480/999] lr: 5.977e-01, eta: 2 days, 20:56:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2350, top5_acc: 0.4521, loss_cls: 3.7944, loss: 3.7944, grad_norm: 0.8976 2020-10-03 20:21:38,004 - mmaction - INFO - Epoch [11][500/999] lr: 5.977e-01, eta: 2 days, 20:56:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2233, top5_acc: 0.4443, loss_cls: 3.8170, loss: 3.8170, grad_norm: 0.9104 2020-10-03 20:21:57,997 - mmaction - INFO - Epoch [11][520/999] lr: 5.977e-01, eta: 2 days, 20:55:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2250, top5_acc: 0.4486, loss_cls: 3.8210, loss: 3.8210, grad_norm: 0.8928 2020-10-03 20:22:17,894 - mmaction - INFO - Epoch [11][540/999] lr: 5.977e-01, eta: 2 days, 20:55:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2312, top5_acc: 0.4590, loss_cls: 3.7857, loss: 3.7857, grad_norm: 0.9014 2020-10-03 20:22:37,829 - mmaction - INFO - Epoch [11][560/999] lr: 5.977e-01, eta: 2 days, 20:54:38, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4598, loss_cls: 3.7856, loss: 3.7856, grad_norm: 0.9077 2020-10-03 20:22:57,692 - mmaction - INFO - Epoch [11][580/999] lr: 5.977e-01, eta: 2 days, 20:54:09, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2336, top5_acc: 0.4651, loss_cls: 3.7602, loss: 3.7602, grad_norm: 0.8756 2020-10-03 20:23:17,677 - mmaction - INFO - Epoch [11][600/999] lr: 5.977e-01, eta: 2 days, 20:53:43, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2318, top5_acc: 0.4574, loss_cls: 3.7975, loss: 3.7975, grad_norm: 0.9160 2020-10-03 20:23:37,627 - mmaction - INFO - Epoch [11][620/999] lr: 5.977e-01, eta: 2 days, 20:53:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2332, top5_acc: 0.4639, loss_cls: 3.7691, loss: 3.7691, grad_norm: 0.9045 2020-10-03 20:23:57,512 - mmaction - INFO - Epoch [11][640/999] lr: 5.977e-01, eta: 2 days, 20:52:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2234, top5_acc: 0.4624, loss_cls: 3.7860, loss: 3.7860, grad_norm: 0.8997 2020-10-03 20:24:17,409 - mmaction - INFO - Epoch [11][660/999] lr: 5.977e-01, eta: 2 days, 20:52:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2290, top5_acc: 0.4685, loss_cls: 3.7727, loss: 3.7727, grad_norm: 0.8919 2020-10-03 20:24:37,293 - mmaction - INFO - Epoch [11][680/999] lr: 5.977e-01, eta: 2 days, 20:51:52, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2247, top5_acc: 0.4590, loss_cls: 3.8142, loss: 3.8142, grad_norm: 0.9188 2020-10-03 20:24:57,183 - mmaction - INFO - Epoch [11][700/999] lr: 5.977e-01, eta: 2 days, 20:51:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2271, top5_acc: 0.4671, loss_cls: 3.7742, loss: 3.7742, grad_norm: 0.8914 2020-10-03 20:25:17,197 - mmaction - INFO - Epoch [11][720/999] lr: 5.977e-01, eta: 2 days, 20:50:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2288, top5_acc: 0.4582, loss_cls: 3.7839, loss: 3.7839, grad_norm: 0.9151 2020-10-03 20:25:37,134 - mmaction - INFO - Epoch [11][740/999] lr: 5.977e-01, eta: 2 days, 20:50:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2365, top5_acc: 0.4598, loss_cls: 3.7645, loss: 3.7645, grad_norm: 0.8958 2020-10-03 20:25:57,090 - mmaction - INFO - Epoch [11][760/999] lr: 5.977e-01, eta: 2 days, 20:50:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2303, top5_acc: 0.4544, loss_cls: 3.7693, loss: 3.7693, grad_norm: 0.9050 2020-10-03 20:26:17,020 - mmaction - INFO - Epoch [11][780/999] lr: 5.977e-01, eta: 2 days, 20:49:39, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4663, loss_cls: 3.7638, loss: 3.7638, grad_norm: 0.9094 2020-10-03 20:26:36,926 - mmaction - INFO - Epoch [11][800/999] lr: 5.977e-01, eta: 2 days, 20:49:11, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4495, loss_cls: 3.8186, loss: 3.8186, grad_norm: 0.9037 2020-10-03 20:26:56,814 - mmaction - INFO - Epoch [11][820/999] lr: 5.977e-01, eta: 2 days, 20:48:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2303, top5_acc: 0.4676, loss_cls: 3.7574, loss: 3.7574, grad_norm: 0.9000 2020-10-03 20:27:16,844 - mmaction - INFO - Epoch [11][840/999] lr: 5.977e-01, eta: 2 days, 20:48:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4585, loss_cls: 3.7814, loss: 3.7814, grad_norm: 0.9048 2020-10-03 20:27:36,781 - mmaction - INFO - Epoch [11][860/999] lr: 5.977e-01, eta: 2 days, 20:47:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2366, top5_acc: 0.4708, loss_cls: 3.7438, loss: 3.7438, grad_norm: 0.8982 2020-10-03 20:27:56,697 - mmaction - INFO - Epoch [11][880/999] lr: 5.977e-01, eta: 2 days, 20:47:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4513, loss_cls: 3.7947, loss: 3.7947, grad_norm: 0.9076 2020-10-03 20:28:16,567 - mmaction - INFO - Epoch [11][900/999] lr: 5.977e-01, eta: 2 days, 20:46:56, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2322, top5_acc: 0.4612, loss_cls: 3.7673, loss: 3.7673, grad_norm: 0.9036 2020-10-03 20:28:36,581 - mmaction - INFO - Epoch [11][920/999] lr: 5.977e-01, eta: 2 days, 20:46:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2350, top5_acc: 0.4628, loss_cls: 3.7300, loss: 3.7300, grad_norm: 0.8997 2020-10-03 20:28:56,504 - mmaction - INFO - Epoch [11][940/999] lr: 5.977e-01, eta: 2 days, 20:46:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2307, top5_acc: 0.4629, loss_cls: 3.7764, loss: 3.7764, grad_norm: 0.9064 2020-10-03 20:29:16,378 - mmaction - INFO - Epoch [11][960/999] lr: 5.977e-01, eta: 2 days, 20:45:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2262, top5_acc: 0.4651, loss_cls: 3.7590, loss: 3.7590, grad_norm: 0.9067 2020-10-03 20:29:36,299 - mmaction - INFO - Epoch [11][980/999] lr: 5.977e-01, eta: 2 days, 20:45:08, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2333, top5_acc: 0.4676, loss_cls: 3.7303, loss: 3.7303, grad_norm: 0.9092 2020-10-03 20:30:45,867 - mmaction - INFO - Epoch [12][20/999] lr: 5.973e-01, eta: 2 days, 20:48:28, time: 2.510, data_time: 1.522, memory: 8478, top1_acc: 0.2374, top5_acc: 0.4686, loss_cls: 3.7227, loss: 3.7227, grad_norm: 0.9081 2020-10-03 20:31:05,591 - mmaction - INFO - Epoch [12][40/999] lr: 5.973e-01, eta: 2 days, 20:47:56, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2402, top5_acc: 0.4706, loss_cls: 3.7169, loss: 3.7169, grad_norm: 0.9129 2020-10-03 20:31:25,434 - mmaction - INFO - Epoch [12][60/999] lr: 5.973e-01, eta: 2 days, 20:47:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2329, top5_acc: 0.4642, loss_cls: 3.7572, loss: 3.7572, grad_norm: 0.9051 2020-10-03 20:31:45,359 - mmaction - INFO - Epoch [12][80/999] lr: 5.973e-01, eta: 2 days, 20:47:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4816, loss_cls: 3.6894, loss: 3.6894, grad_norm: 0.8990 2020-10-03 20:32:05,226 - mmaction - INFO - Epoch [12][100/999] lr: 5.973e-01, eta: 2 days, 20:46:31, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2440, top5_acc: 0.4715, loss_cls: 3.7178, loss: 3.7178, grad_norm: 0.9168 2020-10-03 20:32:25,123 - mmaction - INFO - Epoch [12][120/999] lr: 5.973e-01, eta: 2 days, 20:46:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2375, top5_acc: 0.4633, loss_cls: 3.7353, loss: 3.7353, grad_norm: 0.8978 2020-10-03 20:32:45,111 - mmaction - INFO - Epoch [12][140/999] lr: 5.973e-01, eta: 2 days, 20:45:38, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2391, top5_acc: 0.4632, loss_cls: 3.7624, loss: 3.7624, grad_norm: 0.9194 2020-10-03 20:33:05,010 - mmaction - INFO - Epoch [12][160/999] lr: 5.973e-01, eta: 2 days, 20:45:10, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4669, loss_cls: 3.7623, loss: 3.7623, grad_norm: 0.9193 2020-10-03 20:33:25,021 - mmaction - INFO - Epoch [12][180/999] lr: 5.973e-01, eta: 2 days, 20:44:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2344, top5_acc: 0.4699, loss_cls: 3.7268, loss: 3.7268, grad_norm: 0.9128 2020-10-03 20:33:44,983 - mmaction - INFO - Epoch [12][200/999] lr: 5.973e-01, eta: 2 days, 20:44:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2272, top5_acc: 0.4561, loss_cls: 3.7862, loss: 3.7862, grad_norm: 0.9138 2020-10-03 20:34:04,888 - mmaction - INFO - Epoch [12][220/999] lr: 5.973e-01, eta: 2 days, 20:43:51, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2349, top5_acc: 0.4681, loss_cls: 3.7364, loss: 3.7364, grad_norm: 0.9137 2020-10-03 20:34:24,822 - mmaction - INFO - Epoch [12][240/999] lr: 5.973e-01, eta: 2 days, 20:43:24, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2333, top5_acc: 0.4587, loss_cls: 3.7850, loss: 3.7850, grad_norm: 0.9149 2020-10-03 20:34:44,856 - mmaction - INFO - Epoch [12][260/999] lr: 5.973e-01, eta: 2 days, 20:42:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4521, loss_cls: 3.8291, loss: 3.8291, grad_norm: 0.9119 2020-10-03 20:35:04,844 - mmaction - INFO - Epoch [12][280/999] lr: 5.973e-01, eta: 2 days, 20:42:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2273, top5_acc: 0.4607, loss_cls: 3.7747, loss: 3.7747, grad_norm: 0.8999 2020-10-03 20:35:24,723 - mmaction - INFO - Epoch [12][300/999] lr: 5.973e-01, eta: 2 days, 20:42:07, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2250, top5_acc: 0.4667, loss_cls: 3.7457, loss: 3.7457, grad_norm: 0.8989 2020-10-03 20:35:44,644 - mmaction - INFO - Epoch [12][320/999] lr: 5.973e-01, eta: 2 days, 20:41:39, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2337, top5_acc: 0.4656, loss_cls: 3.7469, loss: 3.7469, grad_norm: 0.9189 2020-10-03 20:36:04,542 - mmaction - INFO - Epoch [12][340/999] lr: 5.973e-01, eta: 2 days, 20:41:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2318, top5_acc: 0.4585, loss_cls: 3.7967, loss: 3.7967, grad_norm: 0.9158 2020-10-03 20:36:24,558 - mmaction - INFO - Epoch [12][360/999] lr: 5.973e-01, eta: 2 days, 20:40:47, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4539, loss_cls: 3.8061, loss: 3.8061, grad_norm: 0.8977 2020-10-03 20:36:44,475 - mmaction - INFO - Epoch [12][380/999] lr: 5.973e-01, eta: 2 days, 20:40:19, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2326, top5_acc: 0.4672, loss_cls: 3.7382, loss: 3.7382, grad_norm: 0.9079 2020-10-03 20:37:04,490 - mmaction - INFO - Epoch [12][400/999] lr: 5.973e-01, eta: 2 days, 20:39:55, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2267, top5_acc: 0.4621, loss_cls: 3.7708, loss: 3.7708, grad_norm: 0.9170 2020-10-03 20:37:24,365 - mmaction - INFO - Epoch [12][420/999] lr: 5.973e-01, eta: 2 days, 20:39:27, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4643, loss_cls: 3.7492, loss: 3.7492, grad_norm: 0.9099 2020-10-03 20:37:44,379 - mmaction - INFO - Epoch [12][440/999] lr: 5.973e-01, eta: 2 days, 20:39:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2296, top5_acc: 0.4626, loss_cls: 3.7702, loss: 3.7702, grad_norm: 0.9160 2020-10-03 20:38:04,257 - mmaction - INFO - Epoch [12][460/999] lr: 5.973e-01, eta: 2 days, 20:38:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2259, top5_acc: 0.4590, loss_cls: 3.7671, loss: 3.7671, grad_norm: 0.9014 2020-10-03 20:38:24,198 - mmaction - INFO - Epoch [12][480/999] lr: 5.973e-01, eta: 2 days, 20:38:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2318, top5_acc: 0.4533, loss_cls: 3.7836, loss: 3.7836, grad_norm: 0.8976 2020-10-03 20:38:44,174 - mmaction - INFO - Epoch [12][500/999] lr: 5.973e-01, eta: 2 days, 20:37:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2353, top5_acc: 0.4710, loss_cls: 3.7298, loss: 3.7298, grad_norm: 0.9121 2020-10-03 20:39:04,127 - mmaction - INFO - Epoch [12][520/999] lr: 5.973e-01, eta: 2 days, 20:37:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2458, top5_acc: 0.4725, loss_cls: 3.7293, loss: 3.7293, grad_norm: 0.9103 2020-10-03 20:39:24,119 - mmaction - INFO - Epoch [12][540/999] lr: 5.973e-01, eta: 2 days, 20:36:51, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2332, top5_acc: 0.4676, loss_cls: 3.7428, loss: 3.7428, grad_norm: 0.9141 2020-10-03 20:39:44,133 - mmaction - INFO - Epoch [12][560/999] lr: 5.973e-01, eta: 2 days, 20:36:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2371, top5_acc: 0.4669, loss_cls: 3.7416, loss: 3.7416, grad_norm: 0.9069 2020-10-03 20:40:04,150 - mmaction - INFO - Epoch [12][580/999] lr: 5.973e-01, eta: 2 days, 20:36:01, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2285, top5_acc: 0.4624, loss_cls: 3.7745, loss: 3.7745, grad_norm: 0.9047 2020-10-03 20:40:24,056 - mmaction - INFO - Epoch [12][600/999] lr: 5.973e-01, eta: 2 days, 20:35:34, time: 0.997, data_time: 0.005, memory: 8478, top1_acc: 0.2264, top5_acc: 0.4570, loss_cls: 3.7690, loss: 3.7690, grad_norm: 0.9090 2020-10-03 20:40:44,010 - mmaction - INFO - Epoch [12][620/999] lr: 5.973e-01, eta: 2 days, 20:35:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2371, top5_acc: 0.4632, loss_cls: 3.7546, loss: 3.7546, grad_norm: 0.9174 2020-10-03 20:41:03,962 - mmaction - INFO - Epoch [12][640/999] lr: 5.973e-01, eta: 2 days, 20:34:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4737, loss_cls: 3.7480, loss: 3.7480, grad_norm: 0.9090 2020-10-03 20:41:23,998 - mmaction - INFO - Epoch [12][660/999] lr: 5.973e-01, eta: 2 days, 20:34:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2398, top5_acc: 0.4641, loss_cls: 3.7246, loss: 3.7246, grad_norm: 0.9129 2020-10-03 20:41:43,879 - mmaction - INFO - Epoch [12][680/999] lr: 5.973e-01, eta: 2 days, 20:33:51, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2303, top5_acc: 0.4655, loss_cls: 3.7512, loss: 3.7512, grad_norm: 0.8958 2020-10-03 20:42:03,830 - mmaction - INFO - Epoch [12][700/999] lr: 5.973e-01, eta: 2 days, 20:33:25, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2292, top5_acc: 0.4607, loss_cls: 3.7563, loss: 3.7563, grad_norm: 0.9113 2020-10-03 20:42:23,716 - mmaction - INFO - Epoch [12][720/999] lr: 5.973e-01, eta: 2 days, 20:32:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2363, top5_acc: 0.4626, loss_cls: 3.7375, loss: 3.7375, grad_norm: 0.9157 2020-10-03 20:42:43,667 - mmaction - INFO - Epoch [12][740/999] lr: 5.973e-01, eta: 2 days, 20:32:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2320, top5_acc: 0.4639, loss_cls: 3.7531, loss: 3.7531, grad_norm: 0.9062 2020-10-03 20:43:03,563 - mmaction - INFO - Epoch [12][760/999] lr: 5.973e-01, eta: 2 days, 20:32:04, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2310, top5_acc: 0.4642, loss_cls: 3.7536, loss: 3.7536, grad_norm: 0.9153 2020-10-03 20:43:23,517 - mmaction - INFO - Epoch [12][780/999] lr: 5.973e-01, eta: 2 days, 20:31:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2359, top5_acc: 0.4642, loss_cls: 3.7509, loss: 3.7509, grad_norm: 0.9022 2020-10-03 20:43:43,417 - mmaction - INFO - Epoch [12][800/999] lr: 5.973e-01, eta: 2 days, 20:31:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2340, top5_acc: 0.4621, loss_cls: 3.7648, loss: 3.7648, grad_norm: 0.9207 2020-10-03 20:44:03,390 - mmaction - INFO - Epoch [12][820/999] lr: 5.973e-01, eta: 2 days, 20:30:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2389, top5_acc: 0.4749, loss_cls: 3.7167, loss: 3.7167, grad_norm: 0.9033 2020-10-03 20:44:23,355 - mmaction - INFO - Epoch [12][840/999] lr: 5.973e-01, eta: 2 days, 20:30:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2288, top5_acc: 0.4661, loss_cls: 3.7221, loss: 3.7221, grad_norm: 0.9084 2020-10-03 20:44:43,287 - mmaction - INFO - Epoch [12][860/999] lr: 5.973e-01, eta: 2 days, 20:29:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4673, loss_cls: 3.7129, loss: 3.7129, grad_norm: 0.9057 2020-10-03 20:45:03,255 - mmaction - INFO - Epoch [12][880/999] lr: 5.973e-01, eta: 2 days, 20:29:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2298, top5_acc: 0.4625, loss_cls: 3.7683, loss: 3.7683, grad_norm: 0.9145 2020-10-03 20:45:23,202 - mmaction - INFO - Epoch [12][900/999] lr: 5.973e-01, eta: 2 days, 20:29:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2410, top5_acc: 0.4719, loss_cls: 3.7242, loss: 3.7242, grad_norm: 0.9065 2020-10-03 20:45:43,139 - mmaction - INFO - Epoch [12][920/999] lr: 5.973e-01, eta: 2 days, 20:28:37, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2354, top5_acc: 0.4688, loss_cls: 3.7280, loss: 3.7280, grad_norm: 0.9227 2020-10-03 20:46:03,036 - mmaction - INFO - Epoch [12][940/999] lr: 5.973e-01, eta: 2 days, 20:28:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2240, top5_acc: 0.4609, loss_cls: 3.7630, loss: 3.7630, grad_norm: 0.9144 2020-10-03 20:46:23,004 - mmaction - INFO - Epoch [12][960/999] lr: 5.973e-01, eta: 2 days, 20:27:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2371, top5_acc: 0.4663, loss_cls: 3.7371, loss: 3.7371, grad_norm: 0.9059 2020-10-03 20:46:43,034 - mmaction - INFO - Epoch [12][980/999] lr: 5.973e-01, eta: 2 days, 20:27:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2302, top5_acc: 0.4628, loss_cls: 3.7438, loss: 3.7438, grad_norm: 0.9137 2020-10-03 20:47:51,645 - mmaction - INFO - Epoch [13][20/999] lr: 5.968e-01, eta: 2 days, 20:30:05, time: 2.472, data_time: 1.414, memory: 8478, top1_acc: 0.2396, top5_acc: 0.4689, loss_cls: 3.7248, loss: 3.7248, grad_norm: 0.9086 2020-10-03 20:48:11,344 - mmaction - INFO - Epoch [13][40/999] lr: 5.968e-01, eta: 2 days, 20:29:34, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2414, top5_acc: 0.4801, loss_cls: 3.7098, loss: 3.7098, grad_norm: 0.9157 2020-10-03 20:48:31,200 - mmaction - INFO - Epoch [13][60/999] lr: 5.968e-01, eta: 2 days, 20:29:06, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2380, top5_acc: 0.4720, loss_cls: 3.6985, loss: 3.6985, grad_norm: 0.9169 2020-10-03 20:48:51,247 - mmaction - INFO - Epoch [13][80/999] lr: 5.968e-01, eta: 2 days, 20:28:42, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.2387, top5_acc: 0.4764, loss_cls: 3.7174, loss: 3.7174, grad_norm: 0.9181 2020-10-03 20:49:11,226 - mmaction - INFO - Epoch [13][100/999] lr: 5.968e-01, eta: 2 days, 20:28:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2371, top5_acc: 0.4698, loss_cls: 3.7319, loss: 3.7319, grad_norm: 0.9216 2020-10-03 20:49:31,191 - mmaction - INFO - Epoch [13][120/999] lr: 5.968e-01, eta: 2 days, 20:27:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2404, top5_acc: 0.4711, loss_cls: 3.7351, loss: 3.7351, grad_norm: 0.9358 2020-10-03 20:49:51,193 - mmaction - INFO - Epoch [13][140/999] lr: 5.968e-01, eta: 2 days, 20:27:26, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2293, top5_acc: 0.4562, loss_cls: 3.7641, loss: 3.7641, grad_norm: 0.9077 2020-10-03 20:50:11,085 - mmaction - INFO - Epoch [13][160/999] lr: 5.968e-01, eta: 2 days, 20:26:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2409, top5_acc: 0.4773, loss_cls: 3.6851, loss: 3.6851, grad_norm: 0.9131 2020-10-03 20:50:31,130 - mmaction - INFO - Epoch [13][180/999] lr: 5.968e-01, eta: 2 days, 20:26:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2320, top5_acc: 0.4663, loss_cls: 3.7596, loss: 3.7596, grad_norm: 0.9177 2020-10-03 20:50:51,041 - mmaction - INFO - Epoch [13][200/999] lr: 5.968e-01, eta: 2 days, 20:26:08, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4764, loss_cls: 3.7272, loss: 3.7272, grad_norm: 0.9199 2020-10-03 20:51:10,915 - mmaction - INFO - Epoch [13][220/999] lr: 5.968e-01, eta: 2 days, 20:25:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2409, top5_acc: 0.4691, loss_cls: 3.7263, loss: 3.7263, grad_norm: 0.9190 2020-10-03 20:51:30,805 - mmaction - INFO - Epoch [13][240/999] lr: 5.968e-01, eta: 2 days, 20:25:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2362, top5_acc: 0.4665, loss_cls: 3.7380, loss: 3.7380, grad_norm: 0.9160 2020-10-03 20:51:50,774 - mmaction - INFO - Epoch [13][260/999] lr: 5.968e-01, eta: 2 days, 20:24:49, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2365, top5_acc: 0.4702, loss_cls: 3.6991, loss: 3.6991, grad_norm: 0.9341 2020-10-03 20:52:10,680 - mmaction - INFO - Epoch [13][280/999] lr: 5.968e-01, eta: 2 days, 20:24:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2264, top5_acc: 0.4582, loss_cls: 3.7909, loss: 3.7909, grad_norm: 0.9128 2020-10-03 20:52:30,658 - mmaction - INFO - Epoch [13][300/999] lr: 5.968e-01, eta: 2 days, 20:23:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2331, top5_acc: 0.4673, loss_cls: 3.7172, loss: 3.7172, grad_norm: 0.9092 2020-10-03 20:52:50,552 - mmaction - INFO - Epoch [13][320/999] lr: 5.968e-01, eta: 2 days, 20:23:30, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2391, top5_acc: 0.4757, loss_cls: 3.6983, loss: 3.6983, grad_norm: 0.9214 2020-10-03 20:53:10,489 - mmaction - INFO - Epoch [13][340/999] lr: 5.968e-01, eta: 2 days, 20:23:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2341, top5_acc: 0.4699, loss_cls: 3.7403, loss: 3.7403, grad_norm: 0.9106 2020-10-03 20:53:30,424 - mmaction - INFO - Epoch [13][360/999] lr: 5.968e-01, eta: 2 days, 20:22:38, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2349, top5_acc: 0.4698, loss_cls: 3.7523, loss: 3.7523, grad_norm: 0.9263 2020-10-03 20:53:50,426 - mmaction - INFO - Epoch [13][380/999] lr: 5.968e-01, eta: 2 days, 20:22:13, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2358, top5_acc: 0.4684, loss_cls: 3.7222, loss: 3.7222, grad_norm: 0.9186 2020-10-03 20:54:10,467 - mmaction - INFO - Epoch [13][400/999] lr: 5.968e-01, eta: 2 days, 20:21:49, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2297, top5_acc: 0.4634, loss_cls: 3.7688, loss: 3.7688, grad_norm: 0.9174 2020-10-03 20:54:30,455 - mmaction - INFO - Epoch [13][420/999] lr: 5.968e-01, eta: 2 days, 20:21:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2436, top5_acc: 0.4784, loss_cls: 3.6915, loss: 3.6915, grad_norm: 0.9061 2020-10-03 20:54:50,398 - mmaction - INFO - Epoch [13][440/999] lr: 5.968e-01, eta: 2 days, 20:20:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2337, top5_acc: 0.4677, loss_cls: 3.7422, loss: 3.7422, grad_norm: 0.9233 2020-10-03 20:55:10,292 - mmaction - INFO - Epoch [13][460/999] lr: 5.968e-01, eta: 2 days, 20:20:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2315, top5_acc: 0.4643, loss_cls: 3.7678, loss: 3.7678, grad_norm: 0.9061 2020-10-03 20:55:30,282 - mmaction - INFO - Epoch [13][480/999] lr: 5.968e-01, eta: 2 days, 20:20:07, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2423, top5_acc: 0.4736, loss_cls: 3.7180, loss: 3.7180, grad_norm: 0.9220 2020-10-03 20:55:50,235 - mmaction - INFO - Epoch [13][500/999] lr: 5.968e-01, eta: 2 days, 20:19:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2375, top5_acc: 0.4737, loss_cls: 3.7093, loss: 3.7093, grad_norm: 0.9257 2020-10-03 20:56:10,186 - mmaction - INFO - Epoch [13][520/999] lr: 5.968e-01, eta: 2 days, 20:19:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2396, top5_acc: 0.4721, loss_cls: 3.7362, loss: 3.7362, grad_norm: 0.9206 2020-10-03 20:56:30,146 - mmaction - INFO - Epoch [13][540/999] lr: 5.968e-01, eta: 2 days, 20:18:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2453, top5_acc: 0.4702, loss_cls: 3.7071, loss: 3.7071, grad_norm: 0.9206 2020-10-03 20:56:50,075 - mmaction - INFO - Epoch [13][560/999] lr: 5.968e-01, eta: 2 days, 20:18:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2345, top5_acc: 0.4660, loss_cls: 3.7235, loss: 3.7235, grad_norm: 0.9196 2020-10-03 20:57:10,035 - mmaction - INFO - Epoch [13][580/999] lr: 5.968e-01, eta: 2 days, 20:17:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2337, top5_acc: 0.4655, loss_cls: 3.7523, loss: 3.7523, grad_norm: 0.9295 2020-10-03 20:57:29,891 - mmaction - INFO - Epoch [13][600/999] lr: 5.968e-01, eta: 2 days, 20:17:33, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2453, top5_acc: 0.4811, loss_cls: 3.7060, loss: 3.7060, grad_norm: 0.9017 2020-10-03 20:57:49,838 - mmaction - INFO - Epoch [13][620/999] lr: 5.968e-01, eta: 2 days, 20:17:07, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2320, top5_acc: 0.4598, loss_cls: 3.7614, loss: 3.7614, grad_norm: 0.9169 2020-10-03 20:58:09,810 - mmaction - INFO - Epoch [13][640/999] lr: 5.968e-01, eta: 2 days, 20:16:42, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2370, top5_acc: 0.4762, loss_cls: 3.7295, loss: 3.7295, grad_norm: 0.9323 2020-10-03 20:58:29,745 - mmaction - INFO - Epoch [13][660/999] lr: 5.968e-01, eta: 2 days, 20:16:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2353, top5_acc: 0.4733, loss_cls: 3.7045, loss: 3.7045, grad_norm: 0.9284 2020-10-03 20:58:49,679 - mmaction - INFO - Epoch [13][680/999] lr: 5.968e-01, eta: 2 days, 20:15:50, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4750, loss_cls: 3.6940, loss: 3.6940, grad_norm: 0.9162 2020-10-03 20:59:09,624 - mmaction - INFO - Epoch [13][700/999] lr: 5.968e-01, eta: 2 days, 20:15:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2388, top5_acc: 0.4749, loss_cls: 3.6994, loss: 3.6994, grad_norm: 0.9219 2020-10-03 20:59:29,620 - mmaction - INFO - Epoch [13][720/999] lr: 5.968e-01, eta: 2 days, 20:15:00, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2318, top5_acc: 0.4594, loss_cls: 3.7805, loss: 3.7805, grad_norm: 0.9249 2020-10-03 20:59:49,565 - mmaction - INFO - Epoch [13][740/999] lr: 5.968e-01, eta: 2 days, 20:14:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2247, top5_acc: 0.4539, loss_cls: 3.7764, loss: 3.7764, grad_norm: 0.9146 2020-10-03 21:00:11,489 - mmaction - INFO - Epoch [13][760/999] lr: 5.968e-01, eta: 2 days, 20:14:47, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.2271, top5_acc: 0.4625, loss_cls: 3.7693, loss: 3.7693, grad_norm: 0.9068 2020-10-03 21:00:31,404 - mmaction - INFO - Epoch [13][780/999] lr: 5.968e-01, eta: 2 days, 20:14:21, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2366, top5_acc: 0.4669, loss_cls: 3.7394, loss: 3.7394, grad_norm: 0.8955 2020-10-03 21:00:51,394 - mmaction - INFO - Epoch [13][800/999] lr: 5.968e-01, eta: 2 days, 20:13:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2415, top5_acc: 0.4704, loss_cls: 3.7055, loss: 3.7055, grad_norm: 0.9165 2020-10-03 21:01:11,447 - mmaction - INFO - Epoch [13][820/999] lr: 5.968e-01, eta: 2 days, 20:13:33, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2383, top5_acc: 0.4706, loss_cls: 3.7154, loss: 3.7154, grad_norm: 0.9057 2020-10-03 21:01:31,508 - mmaction - INFO - Epoch [13][840/999] lr: 5.968e-01, eta: 2 days, 20:13:10, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2439, top5_acc: 0.4767, loss_cls: 3.6720, loss: 3.6720, grad_norm: 0.9221 2020-10-03 21:01:51,448 - mmaction - INFO - Epoch [13][860/999] lr: 5.968e-01, eta: 2 days, 20:12:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2251, top5_acc: 0.4648, loss_cls: 3.7823, loss: 3.7823, grad_norm: 0.9181 2020-10-03 21:02:11,307 - mmaction - INFO - Epoch [13][880/999] lr: 5.968e-01, eta: 2 days, 20:12:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2350, top5_acc: 0.4750, loss_cls: 3.7260, loss: 3.7260, grad_norm: 0.9071 2020-10-03 21:02:31,249 - mmaction - INFO - Epoch [13][900/999] lr: 5.968e-01, eta: 2 days, 20:11:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2411, top5_acc: 0.4796, loss_cls: 3.7000, loss: 3.7000, grad_norm: 0.9184 2020-10-03 21:02:51,261 - mmaction - INFO - Epoch [13][920/999] lr: 5.968e-01, eta: 2 days, 20:11:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2417, top5_acc: 0.4740, loss_cls: 3.7061, loss: 3.7061, grad_norm: 0.9306 2020-10-03 21:03:11,231 - mmaction - INFO - Epoch [13][940/999] lr: 5.968e-01, eta: 2 days, 20:11:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2348, top5_acc: 0.4746, loss_cls: 3.7095, loss: 3.7095, grad_norm: 0.9195 2020-10-03 21:03:31,220 - mmaction - INFO - Epoch [13][960/999] lr: 5.968e-01, eta: 2 days, 20:10:38, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.2404, top5_acc: 0.4672, loss_cls: 3.7103, loss: 3.7103, grad_norm: 0.9213 2020-10-03 21:03:51,179 - mmaction - INFO - Epoch [13][980/999] lr: 5.968e-01, eta: 2 days, 20:10:14, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2362, top5_acc: 0.4729, loss_cls: 3.7379, loss: 3.7379, grad_norm: 0.9301 2020-10-03 21:05:04,327 - mmaction - INFO - Epoch [14][20/999] lr: 5.962e-01, eta: 2 days, 20:13:40, time: 2.630, data_time: 1.627, memory: 8478, top1_acc: 0.2406, top5_acc: 0.4686, loss_cls: 3.7213, loss: 3.7213, grad_norm: 0.9070 2020-10-03 21:05:24,003 - mmaction - INFO - Epoch [14][40/999] lr: 5.962e-01, eta: 2 days, 20:13:09, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2366, top5_acc: 0.4767, loss_cls: 3.6912, loss: 3.6912, grad_norm: 0.9272 2020-10-03 21:05:43,803 - mmaction - INFO - Epoch [14][60/999] lr: 5.962e-01, eta: 2 days, 20:12:41, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2436, top5_acc: 0.4715, loss_cls: 3.7074, loss: 3.7074, grad_norm: 0.9176 2020-10-03 21:06:03,668 - mmaction - INFO - Epoch [14][80/999] lr: 5.962e-01, eta: 2 days, 20:12:13, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2388, top5_acc: 0.4738, loss_cls: 3.6778, loss: 3.6778, grad_norm: 0.9205 2020-10-03 21:06:23,588 - mmaction - INFO - Epoch [14][100/999] lr: 5.962e-01, eta: 2 days, 20:11:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2367, top5_acc: 0.4698, loss_cls: 3.7295, loss: 3.7295, grad_norm: 0.9209 2020-10-03 21:06:43,508 - mmaction - INFO - Epoch [14][120/999] lr: 5.962e-01, eta: 2 days, 20:11:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4740, loss_cls: 3.7136, loss: 3.7136, grad_norm: 0.9313 2020-10-03 21:07:03,418 - mmaction - INFO - Epoch [14][140/999] lr: 5.962e-01, eta: 2 days, 20:10:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2424, top5_acc: 0.4786, loss_cls: 3.6854, loss: 3.6854, grad_norm: 0.9199 2020-10-03 21:07:23,291 - mmaction - INFO - Epoch [14][160/999] lr: 5.962e-01, eta: 2 days, 20:10:28, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2359, top5_acc: 0.4721, loss_cls: 3.7264, loss: 3.7264, grad_norm: 0.9309 2020-10-03 21:07:43,207 - mmaction - INFO - Epoch [14][180/999] lr: 5.962e-01, eta: 2 days, 20:10:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2387, top5_acc: 0.4762, loss_cls: 3.6953, loss: 3.6953, grad_norm: 0.9138 2020-10-03 21:08:03,163 - mmaction - INFO - Epoch [14][200/999] lr: 5.962e-01, eta: 2 days, 20:09:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2441, top5_acc: 0.4763, loss_cls: 3.7007, loss: 3.7007, grad_norm: 0.9140 2020-10-03 21:08:23,085 - mmaction - INFO - Epoch [14][220/999] lr: 5.962e-01, eta: 2 days, 20:09:11, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2414, top5_acc: 0.4738, loss_cls: 3.6916, loss: 3.6916, grad_norm: 0.9222 2020-10-03 21:08:43,018 - mmaction - INFO - Epoch [14][240/999] lr: 5.962e-01, eta: 2 days, 20:08:45, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2415, top5_acc: 0.4749, loss_cls: 3.7072, loss: 3.7072, grad_norm: 0.9196 2020-10-03 21:09:02,811 - mmaction - INFO - Epoch [14][260/999] lr: 5.962e-01, eta: 2 days, 20:08:17, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2474, top5_acc: 0.4835, loss_cls: 3.6682, loss: 3.6682, grad_norm: 0.9232 2020-10-03 21:09:22,713 - mmaction - INFO - Epoch [14][280/999] lr: 5.962e-01, eta: 2 days, 20:07:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2422, top5_acc: 0.4703, loss_cls: 3.7038, loss: 3.7038, grad_norm: 0.9206 2020-10-03 21:09:42,709 - mmaction - INFO - Epoch [14][300/999] lr: 5.962e-01, eta: 2 days, 20:07:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2414, top5_acc: 0.4760, loss_cls: 3.7002, loss: 3.7002, grad_norm: 0.9262 2020-10-03 21:10:02,628 - mmaction - INFO - Epoch [14][320/999] lr: 5.962e-01, eta: 2 days, 20:07:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4612, loss_cls: 3.7706, loss: 3.7706, grad_norm: 0.9184 2020-10-03 21:10:22,606 - mmaction - INFO - Epoch [14][340/999] lr: 5.962e-01, eta: 2 days, 20:06:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2400, top5_acc: 0.4727, loss_cls: 3.7068, loss: 3.7068, grad_norm: 0.9120 2020-10-03 21:10:42,594 - mmaction - INFO - Epoch [14][360/999] lr: 5.962e-01, eta: 2 days, 20:06:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2462, top5_acc: 0.4760, loss_cls: 3.6811, loss: 3.6811, grad_norm: 0.9202 2020-10-03 21:11:02,601 - mmaction - INFO - Epoch [14][380/999] lr: 5.962e-01, eta: 2 days, 20:05:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2346, top5_acc: 0.4707, loss_cls: 3.7156, loss: 3.7156, grad_norm: 0.9246 2020-10-03 21:11:22,559 - mmaction - INFO - Epoch [14][400/999] lr: 5.962e-01, eta: 2 days, 20:05:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2447, top5_acc: 0.4757, loss_cls: 3.7038, loss: 3.7038, grad_norm: 0.9219 2020-10-03 21:11:42,483 - mmaction - INFO - Epoch [14][420/999] lr: 5.962e-01, eta: 2 days, 20:04:56, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4749, loss_cls: 3.7153, loss: 3.7153, grad_norm: 0.9277 2020-10-03 21:12:02,493 - mmaction - INFO - Epoch [14][440/999] lr: 5.962e-01, eta: 2 days, 20:04:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2417, top5_acc: 0.4770, loss_cls: 3.7048, loss: 3.7048, grad_norm: 0.9264 2020-10-03 21:12:22,462 - mmaction - INFO - Epoch [14][460/999] lr: 5.962e-01, eta: 2 days, 20:04:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2418, top5_acc: 0.4757, loss_cls: 3.7240, loss: 3.7240, grad_norm: 0.9107 2020-10-03 21:12:42,453 - mmaction - INFO - Epoch [14][480/999] lr: 5.962e-01, eta: 2 days, 20:03:42, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2372, top5_acc: 0.4659, loss_cls: 3.7285, loss: 3.7285, grad_norm: 0.9404 2020-10-03 21:13:02,358 - mmaction - INFO - Epoch [14][500/999] lr: 5.962e-01, eta: 2 days, 20:03:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2385, top5_acc: 0.4681, loss_cls: 3.7358, loss: 3.7358, grad_norm: 0.9152 2020-10-03 21:13:22,327 - mmaction - INFO - Epoch [14][520/999] lr: 5.962e-01, eta: 2 days, 20:02:52, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2443, top5_acc: 0.4741, loss_cls: 3.7081, loss: 3.7081, grad_norm: 0.9188 2020-10-03 21:13:42,080 - mmaction - INFO - Epoch [14][540/999] lr: 5.962e-01, eta: 2 days, 20:02:23, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2531, top5_acc: 0.4805, loss_cls: 3.6697, loss: 3.6697, grad_norm: 0.9283 2020-10-03 21:14:02,110 - mmaction - INFO - Epoch [14][560/999] lr: 5.962e-01, eta: 2 days, 20:01:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4789, loss_cls: 3.7134, loss: 3.7134, grad_norm: 0.9357 2020-10-03 21:14:22,041 - mmaction - INFO - Epoch [14][580/999] lr: 5.962e-01, eta: 2 days, 20:01:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2382, top5_acc: 0.4665, loss_cls: 3.7033, loss: 3.7033, grad_norm: 0.9237 2020-10-03 21:14:41,972 - mmaction - INFO - Epoch [14][600/999] lr: 5.962e-01, eta: 2 days, 20:01:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2479, top5_acc: 0.4771, loss_cls: 3.6867, loss: 3.6867, grad_norm: 0.9233 2020-10-03 21:15:01,834 - mmaction - INFO - Epoch [14][620/999] lr: 5.962e-01, eta: 2 days, 20:00:41, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2461, top5_acc: 0.4750, loss_cls: 3.7079, loss: 3.7079, grad_norm: 0.9310 2020-10-03 21:15:21,727 - mmaction - INFO - Epoch [14][640/999] lr: 5.962e-01, eta: 2 days, 20:00:15, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4698, loss_cls: 3.7261, loss: 3.7261, grad_norm: 0.9176 2020-10-03 21:15:41,639 - mmaction - INFO - Epoch [14][660/999] lr: 5.962e-01, eta: 2 days, 19:59:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2339, top5_acc: 0.4659, loss_cls: 3.7672, loss: 3.7672, grad_norm: 0.9175 2020-10-03 21:16:01,577 - mmaction - INFO - Epoch [14][680/999] lr: 5.962e-01, eta: 2 days, 19:59:24, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2352, top5_acc: 0.4730, loss_cls: 3.7286, loss: 3.7286, grad_norm: 0.9149 2020-10-03 21:16:21,515 - mmaction - INFO - Epoch [14][700/999] lr: 5.962e-01, eta: 2 days, 19:58:59, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2427, top5_acc: 0.4723, loss_cls: 3.7139, loss: 3.7139, grad_norm: 0.9232 2020-10-03 21:16:41,385 - mmaction - INFO - Epoch [14][720/999] lr: 5.962e-01, eta: 2 days, 19:58:32, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.2423, top5_acc: 0.4701, loss_cls: 3.6980, loss: 3.6980, grad_norm: 0.9181 2020-10-03 21:17:01,357 - mmaction - INFO - Epoch [14][740/999] lr: 5.962e-01, eta: 2 days, 19:58:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2402, top5_acc: 0.4677, loss_cls: 3.7179, loss: 3.7179, grad_norm: 0.9373 2020-10-03 21:17:21,274 - mmaction - INFO - Epoch [14][760/999] lr: 5.962e-01, eta: 2 days, 19:57:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2359, top5_acc: 0.4689, loss_cls: 3.7465, loss: 3.7465, grad_norm: 0.9196 2020-10-03 21:17:41,186 - mmaction - INFO - Epoch [14][780/999] lr: 5.962e-01, eta: 2 days, 19:57:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2447, top5_acc: 0.4790, loss_cls: 3.7005, loss: 3.7005, grad_norm: 0.9220 2020-10-03 21:18:01,165 - mmaction - INFO - Epoch [14][800/999] lr: 5.962e-01, eta: 2 days, 19:56:52, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2324, top5_acc: 0.4669, loss_cls: 3.7489, loss: 3.7489, grad_norm: 0.9302 2020-10-03 21:18:20,969 - mmaction - INFO - Epoch [14][820/999] lr: 5.962e-01, eta: 2 days, 19:56:25, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2376, top5_acc: 0.4733, loss_cls: 3.7260, loss: 3.7260, grad_norm: 0.9110 2020-10-03 21:18:40,994 - mmaction - INFO - Epoch [14][840/999] lr: 5.962e-01, eta: 2 days, 19:56:01, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2409, top5_acc: 0.4833, loss_cls: 3.6713, loss: 3.6713, grad_norm: 0.9338 2020-10-03 21:19:01,006 - mmaction - INFO - Epoch [14][860/999] lr: 5.962e-01, eta: 2 days, 19:55:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2424, top5_acc: 0.4799, loss_cls: 3.6702, loss: 3.6702, grad_norm: 0.9222 2020-10-03 21:19:20,978 - mmaction - INFO - Epoch [14][880/999] lr: 5.962e-01, eta: 2 days, 19:55:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2411, top5_acc: 0.4736, loss_cls: 3.6907, loss: 3.6907, grad_norm: 0.9433 2020-10-03 21:19:40,879 - mmaction - INFO - Epoch [14][900/999] lr: 5.962e-01, eta: 2 days, 19:54:47, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2404, top5_acc: 0.4645, loss_cls: 3.7272, loss: 3.7272, grad_norm: 0.9151 2020-10-03 21:20:00,862 - mmaction - INFO - Epoch [14][920/999] lr: 5.962e-01, eta: 2 days, 19:54:23, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2392, top5_acc: 0.4716, loss_cls: 3.7278, loss: 3.7278, grad_norm: 0.9340 2020-10-03 21:20:20,790 - mmaction - INFO - Epoch [14][940/999] lr: 5.962e-01, eta: 2 days, 19:53:57, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4773, loss_cls: 3.6869, loss: 3.6869, grad_norm: 0.9116 2020-10-03 21:20:40,695 - mmaction - INFO - Epoch [14][960/999] lr: 5.962e-01, eta: 2 days, 19:53:32, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2452, top5_acc: 0.4849, loss_cls: 3.6818, loss: 3.6818, grad_norm: 0.9244 2020-10-03 21:21:00,674 - mmaction - INFO - Epoch [14][980/999] lr: 5.962e-01, eta: 2 days, 19:53:08, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2348, top5_acc: 0.4725, loss_cls: 3.7185, loss: 3.7185, grad_norm: 0.9175 2020-10-03 21:22:09,773 - mmaction - INFO - Epoch [15][20/999] lr: 5.956e-01, eta: 2 days, 19:55:31, time: 2.500, data_time: 1.399, memory: 8478, top1_acc: 0.2461, top5_acc: 0.4785, loss_cls: 3.6641, loss: 3.6641, grad_norm: 0.9233 2020-10-03 21:22:29,517 - mmaction - INFO - Epoch [15][40/999] lr: 5.956e-01, eta: 2 days, 19:55:02, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2513, top5_acc: 0.4896, loss_cls: 3.6399, loss: 3.6399, grad_norm: 0.9264 2020-10-03 21:22:49,406 - mmaction - INFO - Epoch [15][60/999] lr: 5.956e-01, eta: 2 days, 19:54:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2436, top5_acc: 0.4805, loss_cls: 3.6675, loss: 3.6675, grad_norm: 0.9295 2020-10-03 21:23:09,291 - mmaction - INFO - Epoch [15][80/999] lr: 5.956e-01, eta: 2 days, 19:54:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2388, top5_acc: 0.4732, loss_cls: 3.6930, loss: 3.6930, grad_norm: 0.9326 2020-10-03 21:23:29,268 - mmaction - INFO - Epoch [15][100/999] lr: 5.956e-01, eta: 2 days, 19:53:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2445, top5_acc: 0.4764, loss_cls: 3.6981, loss: 3.6981, grad_norm: 0.9384 2020-10-03 21:23:49,214 - mmaction - INFO - Epoch [15][120/999] lr: 5.956e-01, eta: 2 days, 19:53:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2393, top5_acc: 0.4798, loss_cls: 3.7030, loss: 3.7030, grad_norm: 0.9438 2020-10-03 21:24:09,190 - mmaction - INFO - Epoch [15][140/999] lr: 5.956e-01, eta: 2 days, 19:52:56, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2383, top5_acc: 0.4746, loss_cls: 3.7222, loss: 3.7222, grad_norm: 0.9190 2020-10-03 21:24:29,136 - mmaction - INFO - Epoch [15][160/999] lr: 5.956e-01, eta: 2 days, 19:52:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2454, top5_acc: 0.4826, loss_cls: 3.7056, loss: 3.7056, grad_norm: 0.9209 2020-10-03 21:24:49,023 - mmaction - INFO - Epoch [15][180/999] lr: 5.956e-01, eta: 2 days, 19:52:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2507, top5_acc: 0.4737, loss_cls: 3.7085, loss: 3.7085, grad_norm: 0.9335 2020-10-03 21:25:09,130 - mmaction - INFO - Epoch [15][200/999] lr: 5.956e-01, eta: 2 days, 19:51:42, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4848, loss_cls: 3.6639, loss: 3.6639, grad_norm: 0.9258 2020-10-03 21:25:29,031 - mmaction - INFO - Epoch [15][220/999] lr: 5.956e-01, eta: 2 days, 19:51:17, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2406, top5_acc: 0.4758, loss_cls: 3.6923, loss: 3.6923, grad_norm: 0.9238 2020-10-03 21:25:48,941 - mmaction - INFO - Epoch [15][240/999] lr: 5.956e-01, eta: 2 days, 19:50:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2478, top5_acc: 0.4732, loss_cls: 3.7096, loss: 3.7096, grad_norm: 0.9179 2020-10-03 21:26:08,903 - mmaction - INFO - Epoch [15][260/999] lr: 5.956e-01, eta: 2 days, 19:50:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2263, top5_acc: 0.4630, loss_cls: 3.7868, loss: 3.7868, grad_norm: 0.9220 2020-10-03 21:26:28,864 - mmaction - INFO - Epoch [15][280/999] lr: 5.956e-01, eta: 2 days, 19:50:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2376, top5_acc: 0.4728, loss_cls: 3.6954, loss: 3.6954, grad_norm: 0.9235 2020-10-03 21:26:48,773 - mmaction - INFO - Epoch [15][300/999] lr: 5.956e-01, eta: 2 days, 19:49:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2413, top5_acc: 0.4810, loss_cls: 3.6998, loss: 3.6998, grad_norm: 0.9416 2020-10-03 21:27:08,621 - mmaction - INFO - Epoch [15][320/999] lr: 5.956e-01, eta: 2 days, 19:49:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2475, top5_acc: 0.4792, loss_cls: 3.6731, loss: 3.6731, grad_norm: 0.9297 2020-10-03 21:27:28,594 - mmaction - INFO - Epoch [15][340/999] lr: 5.956e-01, eta: 2 days, 19:48:45, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2413, top5_acc: 0.4725, loss_cls: 3.7176, loss: 3.7176, grad_norm: 0.9176 2020-10-03 21:27:48,564 - mmaction - INFO - Epoch [15][360/999] lr: 5.956e-01, eta: 2 days, 19:48:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4822, loss_cls: 3.6717, loss: 3.6717, grad_norm: 0.9342 2020-10-03 21:28:08,470 - mmaction - INFO - Epoch [15][380/999] lr: 5.956e-01, eta: 2 days, 19:47:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2491, top5_acc: 0.4810, loss_cls: 3.6501, loss: 3.6501, grad_norm: 0.9133 2020-10-03 21:28:28,341 - mmaction - INFO - Epoch [15][400/999] lr: 5.956e-01, eta: 2 days, 19:47:29, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2424, top5_acc: 0.4697, loss_cls: 3.6979, loss: 3.6979, grad_norm: 0.9208 2020-10-03 21:28:48,282 - mmaction - INFO - Epoch [15][420/999] lr: 5.956e-01, eta: 2 days, 19:47:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2440, top5_acc: 0.4723, loss_cls: 3.7002, loss: 3.7002, grad_norm: 0.9230 2020-10-03 21:29:08,286 - mmaction - INFO - Epoch [15][440/999] lr: 5.956e-01, eta: 2 days, 19:46:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4887, loss_cls: 3.6616, loss: 3.6616, grad_norm: 0.9314 2020-10-03 21:29:28,349 - mmaction - INFO - Epoch [15][460/999] lr: 5.956e-01, eta: 2 days, 19:46:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2491, top5_acc: 0.4824, loss_cls: 3.6647, loss: 3.6647, grad_norm: 0.9398 2020-10-03 21:29:48,312 - mmaction - INFO - Epoch [15][480/999] lr: 5.956e-01, eta: 2 days, 19:45:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2380, top5_acc: 0.4777, loss_cls: 3.7096, loss: 3.7096, grad_norm: 0.9084 2020-10-03 21:30:08,230 - mmaction - INFO - Epoch [15][500/999] lr: 5.956e-01, eta: 2 days, 19:45:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2504, top5_acc: 0.4819, loss_cls: 3.6586, loss: 3.6586, grad_norm: 0.9206 2020-10-03 21:30:29,062 - mmaction - INFO - Epoch [15][520/999] lr: 5.956e-01, eta: 2 days, 19:45:17, time: 1.042, data_time: 0.003, memory: 8478, top1_acc: 0.2471, top5_acc: 0.4759, loss_cls: 3.6823, loss: 3.6823, grad_norm: 0.9394 2020-10-03 21:30:49,007 - mmaction - INFO - Epoch [15][540/999] lr: 5.956e-01, eta: 2 days, 19:44:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2397, top5_acc: 0.4699, loss_cls: 3.7178, loss: 3.7178, grad_norm: 0.9352 2020-10-03 21:31:08,991 - mmaction - INFO - Epoch [15][560/999] lr: 5.956e-01, eta: 2 days, 19:44:28, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2378, top5_acc: 0.4727, loss_cls: 3.7298, loss: 3.7298, grad_norm: 0.9188 2020-10-03 21:31:28,957 - mmaction - INFO - Epoch [15][580/999] lr: 5.956e-01, eta: 2 days, 19:44:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2436, top5_acc: 0.4749, loss_cls: 3.6846, loss: 3.6846, grad_norm: 0.9201 2020-10-03 21:31:48,879 - mmaction - INFO - Epoch [15][600/999] lr: 5.956e-01, eta: 2 days, 19:43:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2440, top5_acc: 0.4814, loss_cls: 3.6709, loss: 3.6709, grad_norm: 0.9163 2020-10-03 21:32:08,789 - mmaction - INFO - Epoch [15][620/999] lr: 5.956e-01, eta: 2 days, 19:43:13, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2431, top5_acc: 0.4876, loss_cls: 3.6751, loss: 3.6751, grad_norm: 0.9315 2020-10-03 21:32:28,696 - mmaction - INFO - Epoch [15][640/999] lr: 5.956e-01, eta: 2 days, 19:42:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2423, top5_acc: 0.4793, loss_cls: 3.6828, loss: 3.6828, grad_norm: 0.9302 2020-10-03 21:32:48,688 - mmaction - INFO - Epoch [15][660/999] lr: 5.956e-01, eta: 2 days, 19:42:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2432, top5_acc: 0.4655, loss_cls: 3.7159, loss: 3.7159, grad_norm: 0.9314 2020-10-03 21:33:08,634 - mmaction - INFO - Epoch [15][680/999] lr: 5.956e-01, eta: 2 days, 19:41:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4810, loss_cls: 3.7045, loss: 3.7045, grad_norm: 0.9252 2020-10-03 21:33:28,510 - mmaction - INFO - Epoch [15][700/999] lr: 5.956e-01, eta: 2 days, 19:41:33, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2529, top5_acc: 0.4799, loss_cls: 3.6609, loss: 3.6609, grad_norm: 0.9433 2020-10-03 21:33:48,441 - mmaction - INFO - Epoch [15][720/999] lr: 5.956e-01, eta: 2 days, 19:41:08, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2475, top5_acc: 0.4829, loss_cls: 3.6707, loss: 3.6707, grad_norm: 0.9471 2020-10-03 21:34:08,404 - mmaction - INFO - Epoch [15][740/999] lr: 5.956e-01, eta: 2 days, 19:40:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2363, top5_acc: 0.4703, loss_cls: 3.6958, loss: 3.6958, grad_norm: 0.9377 2020-10-03 21:34:28,373 - mmaction - INFO - Epoch [15][760/999] lr: 5.956e-01, eta: 2 days, 19:40:20, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2388, top5_acc: 0.4792, loss_cls: 3.6830, loss: 3.6830, grad_norm: 0.9364 2020-10-03 21:34:48,292 - mmaction - INFO - Epoch [15][780/999] lr: 5.956e-01, eta: 2 days, 19:39:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2426, top5_acc: 0.4775, loss_cls: 3.6921, loss: 3.6921, grad_norm: 0.9175 2020-10-03 21:35:08,305 - mmaction - INFO - Epoch [15][800/999] lr: 5.956e-01, eta: 2 days, 19:39:31, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2469, top5_acc: 0.4733, loss_cls: 3.7174, loss: 3.7174, grad_norm: 0.9217 2020-10-03 21:35:28,230 - mmaction - INFO - Epoch [15][820/999] lr: 5.956e-01, eta: 2 days, 19:39:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2427, top5_acc: 0.4827, loss_cls: 3.7026, loss: 3.7026, grad_norm: 0.9430 2020-10-03 21:35:48,213 - mmaction - INFO - Epoch [15][840/999] lr: 5.956e-01, eta: 2 days, 19:38:42, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2471, top5_acc: 0.4763, loss_cls: 3.6964, loss: 3.6964, grad_norm: 0.9270 2020-10-03 21:36:08,174 - mmaction - INFO - Epoch [15][860/999] lr: 5.956e-01, eta: 2 days, 19:38:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2439, top5_acc: 0.4814, loss_cls: 3.6782, loss: 3.6782, grad_norm: 0.9419 2020-10-03 21:36:28,071 - mmaction - INFO - Epoch [15][880/999] lr: 5.956e-01, eta: 2 days, 19:37:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2397, top5_acc: 0.4768, loss_cls: 3.6833, loss: 3.6833, grad_norm: 0.9424 2020-10-03 21:36:47,956 - mmaction - INFO - Epoch [15][900/999] lr: 5.956e-01, eta: 2 days, 19:37:27, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2400, top5_acc: 0.4751, loss_cls: 3.7199, loss: 3.7199, grad_norm: 0.9264 2020-10-03 21:37:07,899 - mmaction - INFO - Epoch [15][920/999] lr: 5.956e-01, eta: 2 days, 19:37:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2477, top5_acc: 0.4819, loss_cls: 3.6726, loss: 3.6726, grad_norm: 0.9252 2020-10-03 21:37:27,797 - mmaction - INFO - Epoch [15][940/999] lr: 5.956e-01, eta: 2 days, 19:36:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2374, top5_acc: 0.4710, loss_cls: 3.7301, loss: 3.7301, grad_norm: 0.9258 2020-10-03 21:37:47,748 - mmaction - INFO - Epoch [15][960/999] lr: 5.956e-01, eta: 2 days, 19:36:12, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2505, top5_acc: 0.4897, loss_cls: 3.6345, loss: 3.6345, grad_norm: 0.9322 2020-10-03 21:38:07,633 - mmaction - INFO - Epoch [15][980/999] lr: 5.956e-01, eta: 2 days, 19:35:47, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2458, top5_acc: 0.4835, loss_cls: 3.6545, loss: 3.6545, grad_norm: 0.9535 2020-10-03 21:39:17,951 - mmaction - INFO - Epoch [16][20/999] lr: 5.949e-01, eta: 2 days, 19:38:17, time: 2.559, data_time: 1.501, memory: 8478, top1_acc: 0.2469, top5_acc: 0.4827, loss_cls: 3.6611, loss: 3.6611, grad_norm: 0.9292 2020-10-03 21:39:37,621 - mmaction - INFO - Epoch [16][40/999] lr: 5.949e-01, eta: 2 days, 19:37:48, time: 0.985, data_time: 0.004, memory: 8478, top1_acc: 0.2448, top5_acc: 0.4741, loss_cls: 3.7090, loss: 3.7090, grad_norm: 0.9301 2020-10-03 21:39:57,531 - mmaction - INFO - Epoch [16][60/999] lr: 5.949e-01, eta: 2 days, 19:37:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4816, loss_cls: 3.6451, loss: 3.6451, grad_norm: 0.9337 2020-10-03 21:40:17,427 - mmaction - INFO - Epoch [16][80/999] lr: 5.949e-01, eta: 2 days, 19:36:57, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4803, loss_cls: 3.6802, loss: 3.6802, grad_norm: 0.9361 2020-10-03 21:40:37,357 - mmaction - INFO - Epoch [16][100/999] lr: 5.949e-01, eta: 2 days, 19:36:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4852, loss_cls: 3.6615, loss: 3.6615, grad_norm: 0.9395 2020-10-03 21:40:57,335 - mmaction - INFO - Epoch [16][120/999] lr: 5.949e-01, eta: 2 days, 19:36:07, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2313, top5_acc: 0.4635, loss_cls: 3.7470, loss: 3.7470, grad_norm: 0.9253 2020-10-03 21:41:17,282 - mmaction - INFO - Epoch [16][140/999] lr: 5.949e-01, eta: 2 days, 19:35:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2415, top5_acc: 0.4867, loss_cls: 3.6690, loss: 3.6690, grad_norm: 0.9288 2020-10-03 21:41:37,211 - mmaction - INFO - Epoch [16][160/999] lr: 5.949e-01, eta: 2 days, 19:35:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2512, top5_acc: 0.4895, loss_cls: 3.6670, loss: 3.6670, grad_norm: 0.9418 2020-10-03 21:41:57,249 - mmaction - INFO - Epoch [16][180/999] lr: 5.949e-01, eta: 2 days, 19:34:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2471, top5_acc: 0.4768, loss_cls: 3.6661, loss: 3.6661, grad_norm: 0.9222 2020-10-03 21:42:17,274 - mmaction - INFO - Epoch [16][200/999] lr: 5.949e-01, eta: 2 days, 19:34:32, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2509, top5_acc: 0.4887, loss_cls: 3.6573, loss: 3.6573, grad_norm: 0.9359 2020-10-03 21:42:37,341 - mmaction - INFO - Epoch [16][220/999] lr: 5.949e-01, eta: 2 days, 19:34:08, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2484, top5_acc: 0.4837, loss_cls: 3.6566, loss: 3.6566, grad_norm: 0.9432 2020-10-03 21:42:57,145 - mmaction - INFO - Epoch [16][240/999] lr: 5.949e-01, eta: 2 days, 19:33:42, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2542, top5_acc: 0.4909, loss_cls: 3.6495, loss: 3.6495, grad_norm: 0.9438 2020-10-03 21:43:17,131 - mmaction - INFO - Epoch [16][260/999] lr: 5.949e-01, eta: 2 days, 19:33:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2417, top5_acc: 0.4802, loss_cls: 3.7056, loss: 3.7056, grad_norm: 0.9417 2020-10-03 21:43:37,152 - mmaction - INFO - Epoch [16][280/999] lr: 5.949e-01, eta: 2 days, 19:32:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2465, top5_acc: 0.4750, loss_cls: 3.7004, loss: 3.7004, grad_norm: 0.9275 2020-10-03 21:43:57,137 - mmaction - INFO - Epoch [16][300/999] lr: 5.949e-01, eta: 2 days, 19:32:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2340, top5_acc: 0.4784, loss_cls: 3.7055, loss: 3.7055, grad_norm: 0.9394 2020-10-03 21:44:17,178 - mmaction - INFO - Epoch [16][320/999] lr: 5.949e-01, eta: 2 days, 19:32:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2411, top5_acc: 0.4710, loss_cls: 3.7224, loss: 3.7224, grad_norm: 0.9320 2020-10-03 21:44:37,095 - mmaction - INFO - Epoch [16][340/999] lr: 5.949e-01, eta: 2 days, 19:31:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2431, top5_acc: 0.4699, loss_cls: 3.6812, loss: 3.6812, grad_norm: 0.9313 2020-10-03 21:44:57,070 - mmaction - INFO - Epoch [16][360/999] lr: 5.949e-01, eta: 2 days, 19:31:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2391, top5_acc: 0.4742, loss_cls: 3.7245, loss: 3.7245, grad_norm: 0.9202 2020-10-03 21:45:17,079 - mmaction - INFO - Epoch [16][380/999] lr: 5.949e-01, eta: 2 days, 19:30:54, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2384, top5_acc: 0.4826, loss_cls: 3.6817, loss: 3.6817, grad_norm: 0.9178 2020-10-03 21:45:37,125 - mmaction - INFO - Epoch [16][400/999] lr: 5.949e-01, eta: 2 days, 19:30:31, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2438, top5_acc: 0.4755, loss_cls: 3.6882, loss: 3.6882, grad_norm: 0.9351 2020-10-03 21:45:57,113 - mmaction - INFO - Epoch [16][420/999] lr: 5.949e-01, eta: 2 days, 19:30:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2474, top5_acc: 0.4901, loss_cls: 3.6313, loss: 3.6313, grad_norm: 0.9237 2020-10-03 21:46:17,049 - mmaction - INFO - Epoch [16][440/999] lr: 5.949e-01, eta: 2 days, 19:29:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4806, loss_cls: 3.6724, loss: 3.6724, grad_norm: 0.9428 2020-10-03 21:46:36,927 - mmaction - INFO - Epoch [16][460/999] lr: 5.949e-01, eta: 2 days, 19:29:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4839, loss_cls: 3.6544, loss: 3.6544, grad_norm: 0.9237 2020-10-03 21:46:56,820 - mmaction - INFO - Epoch [16][480/999] lr: 5.949e-01, eta: 2 days, 19:28:52, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2452, top5_acc: 0.4816, loss_cls: 3.6664, loss: 3.6664, grad_norm: 0.9341 2020-10-03 21:47:16,781 - mmaction - INFO - Epoch [16][500/999] lr: 5.949e-01, eta: 2 days, 19:28:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2448, top5_acc: 0.4815, loss_cls: 3.6711, loss: 3.6711, grad_norm: 0.9197 2020-10-03 21:47:36,729 - mmaction - INFO - Epoch [16][520/999] lr: 5.949e-01, eta: 2 days, 19:28:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4835, loss_cls: 3.6568, loss: 3.6568, grad_norm: 0.9334 2020-10-03 21:47:56,642 - mmaction - INFO - Epoch [16][540/999] lr: 5.949e-01, eta: 2 days, 19:27:38, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2458, top5_acc: 0.4757, loss_cls: 3.6741, loss: 3.6741, grad_norm: 0.9238 2020-10-03 21:48:16,572 - mmaction - INFO - Epoch [16][560/999] lr: 5.949e-01, eta: 2 days, 19:27:14, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2388, top5_acc: 0.4784, loss_cls: 3.6781, loss: 3.6781, grad_norm: 0.9133 2020-10-03 21:48:36,551 - mmaction - INFO - Epoch [16][580/999] lr: 5.949e-01, eta: 2 days, 19:26:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2370, top5_acc: 0.4716, loss_cls: 3.7089, loss: 3.7089, grad_norm: 0.9287 2020-10-03 21:48:56,490 - mmaction - INFO - Epoch [16][600/999] lr: 5.949e-01, eta: 2 days, 19:26:25, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2447, top5_acc: 0.4717, loss_cls: 3.6920, loss: 3.6920, grad_norm: 0.9369 2020-10-03 21:49:16,509 - mmaction - INFO - Epoch [16][620/999] lr: 5.949e-01, eta: 2 days, 19:26:02, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2337, top5_acc: 0.4710, loss_cls: 3.7265, loss: 3.7265, grad_norm: 0.9373 2020-10-03 21:49:36,416 - mmaction - INFO - Epoch [16][640/999] lr: 5.949e-01, eta: 2 days, 19:25:37, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2482, top5_acc: 0.4703, loss_cls: 3.7069, loss: 3.7069, grad_norm: 0.9136 2020-10-03 21:49:56,370 - mmaction - INFO - Epoch [16][660/999] lr: 5.949e-01, eta: 2 days, 19:25:13, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2432, top5_acc: 0.4810, loss_cls: 3.6867, loss: 3.6867, grad_norm: 0.9378 2020-10-03 21:50:16,328 - mmaction - INFO - Epoch [16][680/999] lr: 5.949e-01, eta: 2 days, 19:24:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2480, top5_acc: 0.4831, loss_cls: 3.6409, loss: 3.6409, grad_norm: 0.9555 2020-10-03 21:50:36,163 - mmaction - INFO - Epoch [16][700/999] lr: 5.949e-01, eta: 2 days, 19:24:22, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2555, top5_acc: 0.4855, loss_cls: 3.6421, loss: 3.6421, grad_norm: 0.9412 2020-10-03 21:50:56,063 - mmaction - INFO - Epoch [16][720/999] lr: 5.949e-01, eta: 2 days, 19:23:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2353, top5_acc: 0.4712, loss_cls: 3.7211, loss: 3.7211, grad_norm: 0.9309 2020-10-03 21:51:16,040 - mmaction - INFO - Epoch [16][740/999] lr: 5.949e-01, eta: 2 days, 19:23:34, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2449, top5_acc: 0.4820, loss_cls: 3.6541, loss: 3.6541, grad_norm: 0.9246 2020-10-03 21:51:35,934 - mmaction - INFO - Epoch [16][760/999] lr: 5.949e-01, eta: 2 days, 19:23:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2454, top5_acc: 0.4844, loss_cls: 3.6613, loss: 3.6613, grad_norm: 0.9336 2020-10-03 21:51:55,864 - mmaction - INFO - Epoch [16][780/999] lr: 5.949e-01, eta: 2 days, 19:22:44, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2336, top5_acc: 0.4621, loss_cls: 3.7464, loss: 3.7464, grad_norm: 0.9351 2020-10-03 21:52:15,877 - mmaction - INFO - Epoch [16][800/999] lr: 5.949e-01, eta: 2 days, 19:22:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2517, top5_acc: 0.4874, loss_cls: 3.6348, loss: 3.6348, grad_norm: 0.9384 2020-10-03 21:52:35,716 - mmaction - INFO - Epoch [16][820/999] lr: 5.949e-01, eta: 2 days, 19:21:54, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2404, top5_acc: 0.4772, loss_cls: 3.6881, loss: 3.6881, grad_norm: 0.9456 2020-10-03 21:52:55,589 - mmaction - INFO - Epoch [16][840/999] lr: 5.949e-01, eta: 2 days, 19:21:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2418, top5_acc: 0.4809, loss_cls: 3.6912, loss: 3.6912, grad_norm: 0.9323 2020-10-03 21:53:15,447 - mmaction - INFO - Epoch [16][860/999] lr: 5.949e-01, eta: 2 days, 19:21:04, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2419, top5_acc: 0.4786, loss_cls: 3.6807, loss: 3.6807, grad_norm: 0.9186 2020-10-03 21:53:35,339 - mmaction - INFO - Epoch [16][880/999] lr: 5.949e-01, eta: 2 days, 19:20:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2549, top5_acc: 0.4957, loss_cls: 3.5970, loss: 3.5970, grad_norm: 0.9529 2020-10-03 21:53:55,320 - mmaction - INFO - Epoch [16][900/999] lr: 5.949e-01, eta: 2 days, 19:20:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2483, top5_acc: 0.4792, loss_cls: 3.6781, loss: 3.6781, grad_norm: 0.9292 2020-10-03 21:54:15,272 - mmaction - INFO - Epoch [16][920/999] lr: 5.949e-01, eta: 2 days, 19:19:51, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2564, top5_acc: 0.4790, loss_cls: 3.6485, loss: 3.6485, grad_norm: 0.9395 2020-10-03 21:54:35,221 - mmaction - INFO - Epoch [16][940/999] lr: 5.949e-01, eta: 2 days, 19:19:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2497, top5_acc: 0.4841, loss_cls: 3.6534, loss: 3.6534, grad_norm: 0.9564 2020-10-03 21:54:55,120 - mmaction - INFO - Epoch [16][960/999] lr: 5.949e-01, eta: 2 days, 19:19:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4789, loss_cls: 3.6894, loss: 3.6894, grad_norm: 0.9453 2020-10-03 21:55:15,021 - mmaction - INFO - Epoch [16][980/999] lr: 5.949e-01, eta: 2 days, 19:18:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2453, top5_acc: 0.4760, loss_cls: 3.6818, loss: 3.6818, grad_norm: 0.9179 2020-10-03 21:55:34,090 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-03 21:56:47,630 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 21:56:49,216 - mmaction - INFO - top1_acc 0.3139 top5_acc 0.5826 2020-10-03 21:56:49,217 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 21:56:49,305 - mmaction - INFO - mean_acc 0.3128 2020-10-03 21:56:49,305 - mmaction - INFO - Now best checkpoint is epoch_16.pth 2020-10-03 21:56:49,337 - mmaction - INFO - Epoch(val) [16][999] top1_acc: 0.3139, top5_acc: 0.5826, mean_class_accuracy: 0.3128 2020-10-03 21:57:37,575 - mmaction - INFO - Epoch [17][20/999] lr: 5.942e-01, eta: 2 days, 19:20:08, time: 2.411, data_time: 1.317, memory: 8478, top1_acc: 0.2504, top5_acc: 0.4820, loss_cls: 3.6600, loss: 3.6600, grad_norm: 0.9311 2020-10-03 21:57:58,647 - mmaction - INFO - Epoch [17][40/999] lr: 5.942e-01, eta: 2 days, 19:20:01, time: 1.053, data_time: 0.002, memory: 8478, top1_acc: 0.2521, top5_acc: 0.4826, loss_cls: 3.6678, loss: 3.6678, grad_norm: 0.9390 2020-10-03 21:58:19,818 - mmaction - INFO - Epoch [17][60/999] lr: 5.942e-01, eta: 2 days, 19:19:55, time: 1.059, data_time: 0.002, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4911, loss_cls: 3.6350, loss: 3.6350, grad_norm: 0.9584 2020-10-03 21:58:40,923 - mmaction - INFO - Epoch [17][80/999] lr: 5.942e-01, eta: 2 days, 19:19:48, time: 1.055, data_time: 0.002, memory: 8478, top1_acc: 0.2549, top5_acc: 0.4878, loss_cls: 3.6382, loss: 3.6382, grad_norm: 0.9345 2020-10-03 21:59:02,096 - mmaction - INFO - Epoch [17][100/999] lr: 5.942e-01, eta: 2 days, 19:19:42, time: 1.059, data_time: 0.002, memory: 8478, top1_acc: 0.2592, top5_acc: 0.4866, loss_cls: 3.6212, loss: 3.6212, grad_norm: 0.9415 2020-10-03 21:59:23,293 - mmaction - INFO - Epoch [17][120/999] lr: 5.942e-01, eta: 2 days, 19:19:36, time: 1.059, data_time: 0.002, memory: 8478, top1_acc: 0.2493, top5_acc: 0.4883, loss_cls: 3.6358, loss: 3.6358, grad_norm: 0.9282 2020-10-03 21:59:43,478 - mmaction - INFO - Epoch [17][140/999] lr: 5.942e-01, eta: 2 days, 19:19:15, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.2570, top5_acc: 0.4898, loss_cls: 3.6445, loss: 3.6445, grad_norm: 0.9655 2020-10-03 22:00:04,403 - mmaction - INFO - Epoch [17][160/999] lr: 5.942e-01, eta: 2 days, 19:19:05, time: 1.047, data_time: 0.003, memory: 8478, top1_acc: 0.2458, top5_acc: 0.4836, loss_cls: 3.6653, loss: 3.6653, grad_norm: 0.9402 2020-10-03 22:00:25,161 - mmaction - INFO - Epoch [17][180/999] lr: 5.942e-01, eta: 2 days, 19:18:52, time: 1.037, data_time: 0.002, memory: 8478, top1_acc: 0.2500, top5_acc: 0.4901, loss_cls: 3.6267, loss: 3.6267, grad_norm: 0.9379 2020-10-03 22:00:45,112 - mmaction - INFO - Epoch [17][200/999] lr: 5.942e-01, eta: 2 days, 19:18:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2464, top5_acc: 0.4861, loss_cls: 3.6628, loss: 3.6628, grad_norm: 0.9449 2020-10-03 22:01:05,058 - mmaction - INFO - Epoch [17][220/999] lr: 5.942e-01, eta: 2 days, 19:18:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2380, top5_acc: 0.4828, loss_cls: 3.6940, loss: 3.6940, grad_norm: 0.9608 2020-10-03 22:01:24,977 - mmaction - INFO - Epoch [17][240/999] lr: 5.942e-01, eta: 2 days, 19:17:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2462, top5_acc: 0.4828, loss_cls: 3.6665, loss: 3.6665, grad_norm: 0.9506 2020-10-03 22:01:44,780 - mmaction - INFO - Epoch [17][260/999] lr: 5.942e-01, eta: 2 days, 19:17:13, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2469, top5_acc: 0.4783, loss_cls: 3.6557, loss: 3.6557, grad_norm: 0.9371 2020-10-03 22:02:04,738 - mmaction - INFO - Epoch [17][280/999] lr: 5.942e-01, eta: 2 days, 19:16:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2582, top5_acc: 0.4910, loss_cls: 3.6281, loss: 3.6281, grad_norm: 0.9359 2020-10-03 22:02:24,698 - mmaction - INFO - Epoch [17][300/999] lr: 5.942e-01, eta: 2 days, 19:16:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4895, loss_cls: 3.6364, loss: 3.6364, grad_norm: 0.9292 2020-10-03 22:02:44,614 - mmaction - INFO - Epoch [17][320/999] lr: 5.942e-01, eta: 2 days, 19:15:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2534, top5_acc: 0.4803, loss_cls: 3.6602, loss: 3.6602, grad_norm: 0.9393 2020-10-03 22:03:04,644 - mmaction - INFO - Epoch [17][340/999] lr: 5.942e-01, eta: 2 days, 19:15:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2314, top5_acc: 0.4697, loss_cls: 3.7146, loss: 3.7146, grad_norm: 0.9431 2020-10-03 22:03:24,665 - mmaction - INFO - Epoch [17][360/999] lr: 5.942e-01, eta: 2 days, 19:15:13, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4884, loss_cls: 3.6663, loss: 3.6663, grad_norm: 0.9345 2020-10-03 22:03:44,656 - mmaction - INFO - Epoch [17][380/999] lr: 5.942e-01, eta: 2 days, 19:14:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4824, loss_cls: 3.6445, loss: 3.6445, grad_norm: 0.9632 2020-10-03 22:04:04,585 - mmaction - INFO - Epoch [17][400/999] lr: 5.942e-01, eta: 2 days, 19:14:25, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2402, top5_acc: 0.4745, loss_cls: 3.6771, loss: 3.6771, grad_norm: 0.9361 2020-10-03 22:04:24,500 - mmaction - INFO - Epoch [17][420/999] lr: 5.942e-01, eta: 2 days, 19:14:00, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2475, top5_acc: 0.4826, loss_cls: 3.6628, loss: 3.6628, grad_norm: 0.9316 2020-10-03 22:04:44,450 - mmaction - INFO - Epoch [17][440/999] lr: 5.942e-01, eta: 2 days, 19:13:35, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2493, top5_acc: 0.4849, loss_cls: 3.6559, loss: 3.6559, grad_norm: 0.9419 2020-10-03 22:05:04,446 - mmaction - INFO - Epoch [17][460/999] lr: 5.942e-01, eta: 2 days, 19:13:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2497, top5_acc: 0.4807, loss_cls: 3.6662, loss: 3.6662, grad_norm: 0.9399 2020-10-03 22:05:24,456 - mmaction - INFO - Epoch [17][480/999] lr: 5.942e-01, eta: 2 days, 19:12:49, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.2479, top5_acc: 0.4797, loss_cls: 3.6713, loss: 3.6713, grad_norm: 0.9281 2020-10-03 22:05:44,401 - mmaction - INFO - Epoch [17][500/999] lr: 5.942e-01, eta: 2 days, 19:12:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2466, top5_acc: 0.4831, loss_cls: 3.6589, loss: 3.6589, grad_norm: 0.9301 2020-10-03 22:06:04,359 - mmaction - INFO - Epoch [17][520/999] lr: 5.942e-01, eta: 2 days, 19:12:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2387, top5_acc: 0.4785, loss_cls: 3.6878, loss: 3.6878, grad_norm: 0.9408 2020-10-03 22:06:24,354 - mmaction - INFO - Epoch [17][540/999] lr: 5.942e-01, eta: 2 days, 19:11:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2496, top5_acc: 0.4801, loss_cls: 3.6792, loss: 3.6792, grad_norm: 0.9370 2020-10-03 22:06:44,351 - mmaction - INFO - Epoch [17][560/999] lr: 5.942e-01, eta: 2 days, 19:11:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4901, loss_cls: 3.6157, loss: 3.6157, grad_norm: 0.9476 2020-10-03 22:07:04,334 - mmaction - INFO - Epoch [17][580/999] lr: 5.942e-01, eta: 2 days, 19:10:50, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2516, top5_acc: 0.4805, loss_cls: 3.6535, loss: 3.6535, grad_norm: 0.9441 2020-10-03 22:07:24,243 - mmaction - INFO - Epoch [17][600/999] lr: 5.942e-01, eta: 2 days, 19:10:25, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2483, top5_acc: 0.4853, loss_cls: 3.6244, loss: 3.6244, grad_norm: 0.9294 2020-10-03 22:07:44,151 - mmaction - INFO - Epoch [17][620/999] lr: 5.942e-01, eta: 2 days, 19:10:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2458, top5_acc: 0.4809, loss_cls: 3.6603, loss: 3.6603, grad_norm: 0.9348 2020-10-03 22:08:04,057 - mmaction - INFO - Epoch [17][640/999] lr: 5.942e-01, eta: 2 days, 19:09:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2512, top5_acc: 0.4788, loss_cls: 3.6602, loss: 3.6602, grad_norm: 0.9403 2020-10-03 22:08:24,032 - mmaction - INFO - Epoch [17][660/999] lr: 5.942e-01, eta: 2 days, 19:09:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2448, top5_acc: 0.4793, loss_cls: 3.6656, loss: 3.6656, grad_norm: 0.9393 2020-10-03 22:08:44,044 - mmaction - INFO - Epoch [17][680/999] lr: 5.942e-01, eta: 2 days, 19:08:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2469, top5_acc: 0.4829, loss_cls: 3.6399, loss: 3.6399, grad_norm: 0.9494 2020-10-03 22:09:03,965 - mmaction - INFO - Epoch [17][700/999] lr: 5.942e-01, eta: 2 days, 19:08:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2402, top5_acc: 0.4741, loss_cls: 3.6801, loss: 3.6801, grad_norm: 0.9445 2020-10-03 22:09:23,826 - mmaction - INFO - Epoch [17][720/999] lr: 5.942e-01, eta: 2 days, 19:07:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2376, top5_acc: 0.4786, loss_cls: 3.6818, loss: 3.6818, grad_norm: 0.9494 2020-10-03 22:09:43,731 - mmaction - INFO - Epoch [17][740/999] lr: 5.942e-01, eta: 2 days, 19:07:33, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2527, top5_acc: 0.4807, loss_cls: 3.6538, loss: 3.6538, grad_norm: 0.9257 2020-10-03 22:10:03,674 - mmaction - INFO - Epoch [17][760/999] lr: 5.942e-01, eta: 2 days, 19:07:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4820, loss_cls: 3.6582, loss: 3.6582, grad_norm: 0.9352 2020-10-03 22:10:23,597 - mmaction - INFO - Epoch [17][780/999] lr: 5.942e-01, eta: 2 days, 19:06:45, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2449, top5_acc: 0.4799, loss_cls: 3.6759, loss: 3.6759, grad_norm: 0.9433 2020-10-03 22:10:43,551 - mmaction - INFO - Epoch [17][800/999] lr: 5.942e-01, eta: 2 days, 19:06:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2574, top5_acc: 0.4852, loss_cls: 3.6345, loss: 3.6345, grad_norm: 0.9349 2020-10-03 22:11:03,481 - mmaction - INFO - Epoch [17][820/999] lr: 5.942e-01, eta: 2 days, 19:05:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2525, top5_acc: 0.4814, loss_cls: 3.6659, loss: 3.6659, grad_norm: 0.9455 2020-10-03 22:11:23,483 - mmaction - INFO - Epoch [17][840/999] lr: 5.942e-01, eta: 2 days, 19:05:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2543, top5_acc: 0.4872, loss_cls: 3.6186, loss: 3.6186, grad_norm: 0.9385 2020-10-03 22:11:43,426 - mmaction - INFO - Epoch [17][860/999] lr: 5.942e-01, eta: 2 days, 19:05:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2478, top5_acc: 0.4845, loss_cls: 3.6604, loss: 3.6604, grad_norm: 0.9374 2020-10-03 22:12:03,305 - mmaction - INFO - Epoch [17][880/999] lr: 5.942e-01, eta: 2 days, 19:04:44, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2574, top5_acc: 0.4945, loss_cls: 3.6349, loss: 3.6349, grad_norm: 0.9202 2020-10-03 22:12:23,189 - mmaction - INFO - Epoch [17][900/999] lr: 5.942e-01, eta: 2 days, 19:04:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2549, top5_acc: 0.4866, loss_cls: 3.6519, loss: 3.6519, grad_norm: 0.9549 2020-10-03 22:12:43,063 - mmaction - INFO - Epoch [17][920/999] lr: 5.942e-01, eta: 2 days, 19:03:54, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2417, top5_acc: 0.4796, loss_cls: 3.6777, loss: 3.6777, grad_norm: 0.9287 2020-10-03 22:13:02,866 - mmaction - INFO - Epoch [17][940/999] lr: 5.942e-01, eta: 2 days, 19:03:28, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4887, loss_cls: 3.6336, loss: 3.6336, grad_norm: 0.9324 2020-10-03 22:13:22,760 - mmaction - INFO - Epoch [17][960/999] lr: 5.942e-01, eta: 2 days, 19:03:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2514, top5_acc: 0.4855, loss_cls: 3.6493, loss: 3.6493, grad_norm: 0.9422 2020-10-03 22:13:42,694 - mmaction - INFO - Epoch [17][980/999] lr: 5.942e-01, eta: 2 days, 19:02:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4764, loss_cls: 3.6916, loss: 3.6916, grad_norm: 0.9295 2020-10-03 22:14:56,300 - mmaction - INFO - Epoch [18][20/999] lr: 5.935e-01, eta: 2 days, 19:05:08, time: 2.644, data_time: 1.574, memory: 8478, top1_acc: 0.2531, top5_acc: 0.4936, loss_cls: 3.6049, loss: 3.6049, grad_norm: 0.9528 2020-10-03 22:15:15,953 - mmaction - INFO - Epoch [18][40/999] lr: 5.935e-01, eta: 2 days, 19:04:40, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2531, top5_acc: 0.4771, loss_cls: 3.6459, loss: 3.6459, grad_norm: 0.9325 2020-10-03 22:15:35,757 - mmaction - INFO - Epoch [18][60/999] lr: 5.935e-01, eta: 2 days, 19:04:14, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4902, loss_cls: 3.6224, loss: 3.6224, grad_norm: 0.9437 2020-10-03 22:15:55,651 - mmaction - INFO - Epoch [18][80/999] lr: 5.935e-01, eta: 2 days, 19:03:49, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2559, top5_acc: 0.4919, loss_cls: 3.6297, loss: 3.6297, grad_norm: 0.9452 2020-10-03 22:16:15,551 - mmaction - INFO - Epoch [18][100/999] lr: 5.935e-01, eta: 2 days, 19:03:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2526, top5_acc: 0.4908, loss_cls: 3.6105, loss: 3.6105, grad_norm: 0.9424 2020-10-03 22:16:35,516 - mmaction - INFO - Epoch [18][120/999] lr: 5.935e-01, eta: 2 days, 19:03:00, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2500, top5_acc: 0.4935, loss_cls: 3.6216, loss: 3.6216, grad_norm: 0.9442 2020-10-03 22:16:55,540 - mmaction - INFO - Epoch [18][140/999] lr: 5.935e-01, eta: 2 days, 19:02:37, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2497, top5_acc: 0.4771, loss_cls: 3.6766, loss: 3.6766, grad_norm: 0.9363 2020-10-03 22:17:15,510 - mmaction - INFO - Epoch [18][160/999] lr: 5.935e-01, eta: 2 days, 19:02:13, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2457, top5_acc: 0.4831, loss_cls: 3.6637, loss: 3.6637, grad_norm: 0.9282 2020-10-03 22:17:35,530 - mmaction - INFO - Epoch [18][180/999] lr: 5.935e-01, eta: 2 days, 19:01:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2570, top5_acc: 0.4892, loss_cls: 3.6018, loss: 3.6018, grad_norm: 0.9474 2020-10-03 22:17:55,436 - mmaction - INFO - Epoch [18][200/999] lr: 5.935e-01, eta: 2 days, 19:01:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2439, top5_acc: 0.4852, loss_cls: 3.6503, loss: 3.6503, grad_norm: 0.9501 2020-10-03 22:18:15,422 - mmaction - INFO - Epoch [18][220/999] lr: 5.935e-01, eta: 2 days, 19:01:02, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2551, top5_acc: 0.4941, loss_cls: 3.6042, loss: 3.6042, grad_norm: 0.9471 2020-10-03 22:18:35,360 - mmaction - INFO - Epoch [18][240/999] lr: 5.935e-01, eta: 2 days, 19:00:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2478, top5_acc: 0.4827, loss_cls: 3.6518, loss: 3.6518, grad_norm: 0.9532 2020-10-03 22:18:55,332 - mmaction - INFO - Epoch [18][260/999] lr: 5.935e-01, eta: 2 days, 19:00:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2445, top5_acc: 0.4837, loss_cls: 3.6391, loss: 3.6391, grad_norm: 0.9512 2020-10-03 22:19:15,407 - mmaction - INFO - Epoch [18][280/999] lr: 5.935e-01, eta: 2 days, 18:59:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2423, top5_acc: 0.4801, loss_cls: 3.6700, loss: 3.6700, grad_norm: 0.9364 2020-10-03 22:19:35,408 - mmaction - INFO - Epoch [18][300/999] lr: 5.935e-01, eta: 2 days, 18:59:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4822, loss_cls: 3.6738, loss: 3.6738, grad_norm: 0.9309 2020-10-03 22:19:55,445 - mmaction - INFO - Epoch [18][320/999] lr: 5.935e-01, eta: 2 days, 18:59:06, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2616, top5_acc: 0.4973, loss_cls: 3.5890, loss: 3.5890, grad_norm: 0.9351 2020-10-03 22:20:15,511 - mmaction - INFO - Epoch [18][340/999] lr: 5.935e-01, eta: 2 days, 18:58:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2564, top5_acc: 0.4882, loss_cls: 3.6174, loss: 3.6174, grad_norm: 0.9455 2020-10-03 22:20:35,465 - mmaction - INFO - Epoch [18][360/999] lr: 5.935e-01, eta: 2 days, 18:58:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2534, top5_acc: 0.4858, loss_cls: 3.6225, loss: 3.6225, grad_norm: 0.9406 2020-10-03 22:20:55,329 - mmaction - INFO - Epoch [18][380/999] lr: 5.935e-01, eta: 2 days, 18:57:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4823, loss_cls: 3.6686, loss: 3.6686, grad_norm: 0.9410 2020-10-03 22:21:15,303 - mmaction - INFO - Epoch [18][400/999] lr: 5.935e-01, eta: 2 days, 18:57:30, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2418, top5_acc: 0.4772, loss_cls: 3.6993, loss: 3.6993, grad_norm: 0.9568 2020-10-03 22:21:35,277 - mmaction - INFO - Epoch [18][420/999] lr: 5.935e-01, eta: 2 days, 18:57:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2503, top5_acc: 0.4805, loss_cls: 3.6383, loss: 3.6383, grad_norm: 0.9380 2020-10-03 22:21:55,246 - mmaction - INFO - Epoch [18][440/999] lr: 5.935e-01, eta: 2 days, 18:56:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2479, top5_acc: 0.4868, loss_cls: 3.6573, loss: 3.6573, grad_norm: 0.9364 2020-10-03 22:22:15,275 - mmaction - INFO - Epoch [18][460/999] lr: 5.935e-01, eta: 2 days, 18:56:20, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2582, top5_acc: 0.4879, loss_cls: 3.6035, loss: 3.6035, grad_norm: 0.9507 2020-10-03 22:22:35,137 - mmaction - INFO - Epoch [18][480/999] lr: 5.935e-01, eta: 2 days, 18:55:54, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2460, top5_acc: 0.4810, loss_cls: 3.6728, loss: 3.6728, grad_norm: 0.9455 2020-10-03 22:22:55,110 - mmaction - INFO - Epoch [18][500/999] lr: 5.935e-01, eta: 2 days, 18:55:31, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2552, top5_acc: 0.4870, loss_cls: 3.6474, loss: 3.6474, grad_norm: 0.9447 2020-10-03 22:23:15,089 - mmaction - INFO - Epoch [18][520/999] lr: 5.935e-01, eta: 2 days, 18:55:07, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2556, top5_acc: 0.4853, loss_cls: 3.6485, loss: 3.6485, grad_norm: 0.9316 2020-10-03 22:23:34,990 - mmaction - INFO - Epoch [18][540/999] lr: 5.935e-01, eta: 2 days, 18:54:43, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2513, top5_acc: 0.4941, loss_cls: 3.6247, loss: 3.6247, grad_norm: 0.9367 2020-10-03 22:23:54,878 - mmaction - INFO - Epoch [18][560/999] lr: 5.935e-01, eta: 2 days, 18:54:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2469, top5_acc: 0.4831, loss_cls: 3.6428, loss: 3.6428, grad_norm: 0.9246 2020-10-03 22:24:14,779 - mmaction - INFO - Epoch [18][580/999] lr: 5.935e-01, eta: 2 days, 18:53:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2526, top5_acc: 0.4949, loss_cls: 3.6040, loss: 3.6040, grad_norm: 0.9401 2020-10-03 22:24:34,661 - mmaction - INFO - Epoch [18][600/999] lr: 5.935e-01, eta: 2 days, 18:53:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2477, top5_acc: 0.4846, loss_cls: 3.6362, loss: 3.6362, grad_norm: 0.9569 2020-10-03 22:24:54,567 - mmaction - INFO - Epoch [18][620/999] lr: 5.935e-01, eta: 2 days, 18:53:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2539, top5_acc: 0.4829, loss_cls: 3.6569, loss: 3.6569, grad_norm: 0.9398 2020-10-03 22:25:14,471 - mmaction - INFO - Epoch [18][640/999] lr: 5.935e-01, eta: 2 days, 18:52:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2458, top5_acc: 0.4783, loss_cls: 3.6843, loss: 3.6843, grad_norm: 0.9192 2020-10-03 22:25:34,365 - mmaction - INFO - Epoch [18][660/999] lr: 5.935e-01, eta: 2 days, 18:52:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2533, top5_acc: 0.4862, loss_cls: 3.6455, loss: 3.6455, grad_norm: 0.9503 2020-10-03 22:25:54,288 - mmaction - INFO - Epoch [18][680/999] lr: 5.935e-01, eta: 2 days, 18:51:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2436, top5_acc: 0.4809, loss_cls: 3.6675, loss: 3.6675, grad_norm: 0.9466 2020-10-03 22:26:14,252 - mmaction - INFO - Epoch [18][700/999] lr: 5.935e-01, eta: 2 days, 18:51:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4806, loss_cls: 3.6430, loss: 3.6430, grad_norm: 0.9283 2020-10-03 22:26:34,156 - mmaction - INFO - Epoch [18][720/999] lr: 5.935e-01, eta: 2 days, 18:51:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4784, loss_cls: 3.6780, loss: 3.6780, grad_norm: 0.9291 2020-10-03 22:26:54,040 - mmaction - INFO - Epoch [18][740/999] lr: 5.935e-01, eta: 2 days, 18:50:38, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2577, top5_acc: 0.4966, loss_cls: 3.6086, loss: 3.6086, grad_norm: 0.9447 2020-10-03 22:27:13,948 - mmaction - INFO - Epoch [18][760/999] lr: 5.935e-01, eta: 2 days, 18:50:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2491, top5_acc: 0.4919, loss_cls: 3.6247, loss: 3.6247, grad_norm: 0.9506 2020-10-03 22:27:33,877 - mmaction - INFO - Epoch [18][780/999] lr: 5.935e-01, eta: 2 days, 18:49:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4855, loss_cls: 3.6569, loss: 3.6569, grad_norm: 0.9302 2020-10-03 22:27:53,870 - mmaction - INFO - Epoch [18][800/999] lr: 5.935e-01, eta: 2 days, 18:49:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2460, top5_acc: 0.4764, loss_cls: 3.6970, loss: 3.6970, grad_norm: 0.9393 2020-10-03 22:28:13,789 - mmaction - INFO - Epoch [18][820/999] lr: 5.935e-01, eta: 2 days, 18:49:02, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2477, top5_acc: 0.4887, loss_cls: 3.6297, loss: 3.6297, grad_norm: 0.9494 2020-10-03 22:28:33,739 - mmaction - INFO - Epoch [18][840/999] lr: 5.935e-01, eta: 2 days, 18:48:38, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2456, top5_acc: 0.4818, loss_cls: 3.6810, loss: 3.6810, grad_norm: 0.9431 2020-10-03 22:28:53,748 - mmaction - INFO - Epoch [18][860/999] lr: 5.935e-01, eta: 2 days, 18:48:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2387, top5_acc: 0.4827, loss_cls: 3.6759, loss: 3.6759, grad_norm: 0.9412 2020-10-03 22:29:13,675 - mmaction - INFO - Epoch [18][880/999] lr: 5.935e-01, eta: 2 days, 18:47:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4794, loss_cls: 3.6644, loss: 3.6644, grad_norm: 0.9343 2020-10-03 22:29:33,518 - mmaction - INFO - Epoch [18][900/999] lr: 5.935e-01, eta: 2 days, 18:47:26, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2430, top5_acc: 0.4775, loss_cls: 3.6799, loss: 3.6799, grad_norm: 0.9399 2020-10-03 22:29:53,467 - mmaction - INFO - Epoch [18][920/999] lr: 5.935e-01, eta: 2 days, 18:47:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4904, loss_cls: 3.6245, loss: 3.6245, grad_norm: 0.9434 2020-10-03 22:30:14,342 - mmaction - INFO - Epoch [18][940/999] lr: 5.935e-01, eta: 2 days, 18:46:50, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.2480, top5_acc: 0.4863, loss_cls: 3.6302, loss: 3.6302, grad_norm: 0.9593 2020-10-03 22:30:34,279 - mmaction - INFO - Epoch [18][960/999] lr: 5.935e-01, eta: 2 days, 18:46:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2563, top5_acc: 0.4958, loss_cls: 3.6083, loss: 3.6083, grad_norm: 0.9454 2020-10-03 22:30:54,183 - mmaction - INFO - Epoch [18][980/999] lr: 5.935e-01, eta: 2 days, 18:46:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2478, top5_acc: 0.4922, loss_cls: 3.6158, loss: 3.6158, grad_norm: 0.9414 2020-10-03 22:32:03,127 - mmaction - INFO - Epoch [19][20/999] lr: 5.927e-01, eta: 2 days, 18:47:42, time: 2.497, data_time: 1.414, memory: 8478, top1_acc: 0.2461, top5_acc: 0.4755, loss_cls: 3.6884, loss: 3.6884, grad_norm: 0.9372 2020-10-03 22:32:22,868 - mmaction - INFO - Epoch [19][40/999] lr: 5.927e-01, eta: 2 days, 18:47:15, time: 0.987, data_time: 0.004, memory: 8478, top1_acc: 0.2518, top5_acc: 0.4887, loss_cls: 3.6457, loss: 3.6457, grad_norm: 0.9427 2020-10-03 22:32:42,758 - mmaction - INFO - Epoch [19][60/999] lr: 5.927e-01, eta: 2 days, 18:46:50, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2512, top5_acc: 0.4854, loss_cls: 3.6597, loss: 3.6597, grad_norm: 0.9407 2020-10-03 22:33:02,684 - mmaction - INFO - Epoch [19][80/999] lr: 5.927e-01, eta: 2 days, 18:46:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2480, top5_acc: 0.4801, loss_cls: 3.6406, loss: 3.6406, grad_norm: 0.9457 2020-10-03 22:33:22,676 - mmaction - INFO - Epoch [19][100/999] lr: 5.927e-01, eta: 2 days, 18:46:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2486, top5_acc: 0.4848, loss_cls: 3.6250, loss: 3.6250, grad_norm: 0.9504 2020-10-03 22:33:42,623 - mmaction - INFO - Epoch [19][120/999] lr: 5.927e-01, eta: 2 days, 18:45:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2562, top5_acc: 0.4874, loss_cls: 3.6364, loss: 3.6364, grad_norm: 0.9538 2020-10-03 22:34:02,580 - mmaction - INFO - Epoch [19][140/999] lr: 5.927e-01, eta: 2 days, 18:45:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2467, top5_acc: 0.4863, loss_cls: 3.6468, loss: 3.6468, grad_norm: 0.9278 2020-10-03 22:34:22,535 - mmaction - INFO - Epoch [19][160/999] lr: 5.927e-01, eta: 2 days, 18:44:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4918, loss_cls: 3.6175, loss: 3.6175, grad_norm: 0.9638 2020-10-03 22:34:42,426 - mmaction - INFO - Epoch [19][180/999] lr: 5.927e-01, eta: 2 days, 18:44:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.6248, loss: 3.6248, grad_norm: 0.9443 2020-10-03 22:35:02,352 - mmaction - INFO - Epoch [19][200/999] lr: 5.927e-01, eta: 2 days, 18:44:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2462, top5_acc: 0.4872, loss_cls: 3.6330, loss: 3.6330, grad_norm: 0.9517 2020-10-03 22:35:22,433 - mmaction - INFO - Epoch [19][220/999] lr: 5.927e-01, eta: 2 days, 18:43:40, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4880, loss_cls: 3.6546, loss: 3.6546, grad_norm: 0.9809 2020-10-03 22:35:42,405 - mmaction - INFO - Epoch [19][240/999] lr: 5.927e-01, eta: 2 days, 18:43:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2510, top5_acc: 0.4858, loss_cls: 3.6455, loss: 3.6455, grad_norm: 0.9343 2020-10-03 22:36:02,478 - mmaction - INFO - Epoch [19][260/999] lr: 5.927e-01, eta: 2 days, 18:42:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2462, top5_acc: 0.4859, loss_cls: 3.6350, loss: 3.6350, grad_norm: 0.9298 2020-10-03 22:36:22,456 - mmaction - INFO - Epoch [19][280/999] lr: 5.927e-01, eta: 2 days, 18:42:31, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2419, top5_acc: 0.4863, loss_cls: 3.6577, loss: 3.6577, grad_norm: 0.9521 2020-10-03 22:36:42,420 - mmaction - INFO - Epoch [19][300/999] lr: 5.927e-01, eta: 2 days, 18:42:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2560, top5_acc: 0.4964, loss_cls: 3.5900, loss: 3.5900, grad_norm: 0.9577 2020-10-03 22:37:02,468 - mmaction - INFO - Epoch [19][320/999] lr: 5.927e-01, eta: 2 days, 18:41:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2469, top5_acc: 0.4879, loss_cls: 3.6398, loss: 3.6398, grad_norm: 0.9475 2020-10-03 22:37:22,379 - mmaction - INFO - Epoch [19][340/999] lr: 5.927e-01, eta: 2 days, 18:41:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2510, top5_acc: 0.4900, loss_cls: 3.6320, loss: 3.6320, grad_norm: 0.9382 2020-10-03 22:37:42,258 - mmaction - INFO - Epoch [19][360/999] lr: 5.927e-01, eta: 2 days, 18:40:56, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2460, top5_acc: 0.4826, loss_cls: 3.6546, loss: 3.6546, grad_norm: 0.9454 2020-10-03 22:38:02,184 - mmaction - INFO - Epoch [19][380/999] lr: 5.927e-01, eta: 2 days, 18:40:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4936, loss_cls: 3.6187, loss: 3.6187, grad_norm: 0.9346 2020-10-03 22:38:22,171 - mmaction - INFO - Epoch [19][400/999] lr: 5.927e-01, eta: 2 days, 18:40:09, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2513, top5_acc: 0.4833, loss_cls: 3.6370, loss: 3.6370, grad_norm: 0.9441 2020-10-03 22:38:42,120 - mmaction - INFO - Epoch [19][420/999] lr: 5.927e-01, eta: 2 days, 18:39:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2431, top5_acc: 0.4815, loss_cls: 3.6568, loss: 3.6568, grad_norm: 0.9633 2020-10-03 22:39:02,060 - mmaction - INFO - Epoch [19][440/999] lr: 5.927e-01, eta: 2 days, 18:39:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2491, top5_acc: 0.4949, loss_cls: 3.6371, loss: 3.6371, grad_norm: 0.9493 2020-10-03 22:39:22,059 - mmaction - INFO - Epoch [19][460/999] lr: 5.927e-01, eta: 2 days, 18:38:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2574, top5_acc: 0.4878, loss_cls: 3.6413, loss: 3.6413, grad_norm: 0.9390 2020-10-03 22:39:42,002 - mmaction - INFO - Epoch [19][480/999] lr: 5.927e-01, eta: 2 days, 18:38:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2522, top5_acc: 0.4868, loss_cls: 3.6119, loss: 3.6119, grad_norm: 0.9272 2020-10-03 22:40:01,969 - mmaction - INFO - Epoch [19][500/999] lr: 5.927e-01, eta: 2 days, 18:38:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2522, top5_acc: 0.4831, loss_cls: 3.6403, loss: 3.6403, grad_norm: 0.9493 2020-10-03 22:40:21,955 - mmaction - INFO - Epoch [19][520/999] lr: 5.927e-01, eta: 2 days, 18:37:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2526, top5_acc: 0.4908, loss_cls: 3.6324, loss: 3.6324, grad_norm: 0.9541 2020-10-03 22:40:41,872 - mmaction - INFO - Epoch [19][540/999] lr: 5.927e-01, eta: 2 days, 18:37:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2470, top5_acc: 0.4892, loss_cls: 3.6282, loss: 3.6282, grad_norm: 0.9439 2020-10-03 22:41:01,892 - mmaction - INFO - Epoch [19][560/999] lr: 5.927e-01, eta: 2 days, 18:37:01, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2507, top5_acc: 0.4901, loss_cls: 3.6393, loss: 3.6393, grad_norm: 0.9352 2020-10-03 22:41:21,747 - mmaction - INFO - Epoch [19][580/999] lr: 5.927e-01, eta: 2 days, 18:36:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2516, top5_acc: 0.4854, loss_cls: 3.6308, loss: 3.6308, grad_norm: 0.9493 2020-10-03 22:41:41,681 - mmaction - INFO - Epoch [19][600/999] lr: 5.927e-01, eta: 2 days, 18:36:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2565, top5_acc: 0.4936, loss_cls: 3.6083, loss: 3.6083, grad_norm: 0.9446 2020-10-03 22:42:01,680 - mmaction - INFO - Epoch [19][620/999] lr: 5.927e-01, eta: 2 days, 18:35:49, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4810, loss_cls: 3.6599, loss: 3.6599, grad_norm: 0.9507 2020-10-03 22:42:21,651 - mmaction - INFO - Epoch [19][640/999] lr: 5.927e-01, eta: 2 days, 18:35:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2534, top5_acc: 0.4891, loss_cls: 3.6434, loss: 3.6434, grad_norm: 0.9393 2020-10-03 22:42:41,617 - mmaction - INFO - Epoch [19][660/999] lr: 5.927e-01, eta: 2 days, 18:35:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2480, top5_acc: 0.4827, loss_cls: 3.6588, loss: 3.6588, grad_norm: 0.9456 2020-10-03 22:43:01,550 - mmaction - INFO - Epoch [19][680/999] lr: 5.927e-01, eta: 2 days, 18:34:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2509, top5_acc: 0.4917, loss_cls: 3.6003, loss: 3.6003, grad_norm: 0.9380 2020-10-03 22:43:21,647 - mmaction - INFO - Epoch [19][700/999] lr: 5.927e-01, eta: 2 days, 18:34:16, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.2508, top5_acc: 0.4945, loss_cls: 3.6318, loss: 3.6318, grad_norm: 0.9407 2020-10-03 22:43:41,588 - mmaction - INFO - Epoch [19][720/999] lr: 5.927e-01, eta: 2 days, 18:33:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2503, top5_acc: 0.4862, loss_cls: 3.6388, loss: 3.6388, grad_norm: 0.9451 2020-10-03 22:44:01,520 - mmaction - INFO - Epoch [19][740/999] lr: 5.927e-01, eta: 2 days, 18:33:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2467, top5_acc: 0.4807, loss_cls: 3.6542, loss: 3.6542, grad_norm: 0.9445 2020-10-03 22:44:21,524 - mmaction - INFO - Epoch [19][760/999] lr: 5.927e-01, eta: 2 days, 18:33:06, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4833, loss_cls: 3.6550, loss: 3.6550, grad_norm: 0.9330 2020-10-03 22:44:41,539 - mmaction - INFO - Epoch [19][780/999] lr: 5.927e-01, eta: 2 days, 18:32:43, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4874, loss_cls: 3.6405, loss: 3.6405, grad_norm: 0.9469 2020-10-03 22:45:01,520 - mmaction - INFO - Epoch [19][800/999] lr: 5.927e-01, eta: 2 days, 18:32:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2561, top5_acc: 0.5030, loss_cls: 3.5871, loss: 3.5871, grad_norm: 0.9407 2020-10-03 22:45:21,392 - mmaction - INFO - Epoch [19][820/999] lr: 5.927e-01, eta: 2 days, 18:31:55, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2475, top5_acc: 0.4857, loss_cls: 3.6399, loss: 3.6399, grad_norm: 0.9524 2020-10-03 22:45:41,338 - mmaction - INFO - Epoch [19][840/999] lr: 5.927e-01, eta: 2 days, 18:31:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2510, top5_acc: 0.4835, loss_cls: 3.6697, loss: 3.6697, grad_norm: 0.9511 2020-10-03 22:46:01,280 - mmaction - INFO - Epoch [19][860/999] lr: 5.927e-01, eta: 2 days, 18:31:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4878, loss_cls: 3.6382, loss: 3.6382, grad_norm: 0.9595 2020-10-03 22:46:21,219 - mmaction - INFO - Epoch [19][880/999] lr: 5.927e-01, eta: 2 days, 18:30:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2436, top5_acc: 0.4902, loss_cls: 3.6347, loss: 3.6347, grad_norm: 0.9588 2020-10-03 22:46:41,122 - mmaction - INFO - Epoch [19][900/999] lr: 5.927e-01, eta: 2 days, 18:30:20, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4776, loss_cls: 3.6648, loss: 3.6648, grad_norm: 0.9449 2020-10-03 22:47:01,137 - mmaction - INFO - Epoch [19][920/999] lr: 5.927e-01, eta: 2 days, 18:29:58, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2480, top5_acc: 0.4855, loss_cls: 3.6592, loss: 3.6592, grad_norm: 0.9432 2020-10-03 22:47:21,240 - mmaction - INFO - Epoch [19][940/999] lr: 5.927e-01, eta: 2 days, 18:29:35, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.2470, top5_acc: 0.4822, loss_cls: 3.6496, loss: 3.6496, grad_norm: 0.9309 2020-10-03 22:47:41,293 - mmaction - INFO - Epoch [19][960/999] lr: 5.927e-01, eta: 2 days, 18:29:13, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.2493, top5_acc: 0.4841, loss_cls: 3.6300, loss: 3.6300, grad_norm: 0.9426 2020-10-03 22:48:01,264 - mmaction - INFO - Epoch [19][980/999] lr: 5.927e-01, eta: 2 days, 18:28:50, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2624, top5_acc: 0.4928, loss_cls: 3.6096, loss: 3.6096, grad_norm: 0.9520 2020-10-03 22:49:10,211 - mmaction - INFO - Epoch [20][20/999] lr: 5.919e-01, eta: 2 days, 18:30:19, time: 2.487, data_time: 1.465, memory: 8478, top1_acc: 0.2555, top5_acc: 0.4896, loss_cls: 3.6195, loss: 3.6195, grad_norm: 0.9673 2020-10-03 22:49:29,884 - mmaction - INFO - Epoch [20][40/999] lr: 5.919e-01, eta: 2 days, 18:29:53, time: 0.986, data_time: 0.004, memory: 8478, top1_acc: 0.2559, top5_acc: 0.4931, loss_cls: 3.6242, loss: 3.6242, grad_norm: 0.9456 2020-10-03 22:49:49,636 - mmaction - INFO - Epoch [20][60/999] lr: 5.919e-01, eta: 2 days, 18:29:27, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4918, loss_cls: 3.6325, loss: 3.6325, grad_norm: 0.9639 2020-10-03 22:50:09,497 - mmaction - INFO - Epoch [20][80/999] lr: 5.919e-01, eta: 2 days, 18:29:02, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2578, top5_acc: 0.4995, loss_cls: 3.5729, loss: 3.5729, grad_norm: 0.9554 2020-10-03 22:50:29,489 - mmaction - INFO - Epoch [20][100/999] lr: 5.919e-01, eta: 2 days, 18:28:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2510, top5_acc: 0.4885, loss_cls: 3.6264, loss: 3.6264, grad_norm: 0.9444 2020-10-03 22:50:49,422 - mmaction - INFO - Epoch [20][120/999] lr: 5.919e-01, eta: 2 days, 18:28:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2491, top5_acc: 0.4861, loss_cls: 3.6489, loss: 3.6489, grad_norm: 0.9510 2020-10-03 22:51:09,310 - mmaction - INFO - Epoch [20][140/999] lr: 5.919e-01, eta: 2 days, 18:27:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4863, loss_cls: 3.6272, loss: 3.6272, grad_norm: 0.9530 2020-10-03 22:51:29,270 - mmaction - INFO - Epoch [20][160/999] lr: 5.919e-01, eta: 2 days, 18:27:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2574, top5_acc: 0.4902, loss_cls: 3.6393, loss: 3.6393, grad_norm: 0.9539 2020-10-03 22:51:49,198 - mmaction - INFO - Epoch [20][180/999] lr: 5.919e-01, eta: 2 days, 18:27:03, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4853, loss_cls: 3.6425, loss: 3.6425, grad_norm: 0.9547 2020-10-03 22:52:09,154 - mmaction - INFO - Epoch [20][200/999] lr: 5.919e-01, eta: 2 days, 18:26:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4803, loss_cls: 3.6262, loss: 3.6262, grad_norm: 0.9707 2020-10-03 22:52:29,003 - mmaction - INFO - Epoch [20][220/999] lr: 5.919e-01, eta: 2 days, 18:26:15, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2540, top5_acc: 0.4876, loss_cls: 3.6360, loss: 3.6360, grad_norm: 0.9368 2020-10-03 22:52:48,948 - mmaction - INFO - Epoch [20][240/999] lr: 5.919e-01, eta: 2 days, 18:25:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2574, top5_acc: 0.4922, loss_cls: 3.6147, loss: 3.6147, grad_norm: 0.9449 2020-10-03 22:53:08,979 - mmaction - INFO - Epoch [20][260/999] lr: 5.919e-01, eta: 2 days, 18:25:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4876, loss_cls: 3.6221, loss: 3.6221, grad_norm: 0.9660 2020-10-03 22:53:29,017 - mmaction - INFO - Epoch [20][280/999] lr: 5.919e-01, eta: 2 days, 18:25:06, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2549, top5_acc: 0.4875, loss_cls: 3.6271, loss: 3.6271, grad_norm: 0.9489 2020-10-03 22:53:48,877 - mmaction - INFO - Epoch [20][300/999] lr: 5.919e-01, eta: 2 days, 18:24:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2499, top5_acc: 0.4887, loss_cls: 3.6480, loss: 3.6480, grad_norm: 0.9506 2020-10-03 22:54:08,816 - mmaction - INFO - Epoch [20][320/999] lr: 5.919e-01, eta: 2 days, 18:24:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2509, top5_acc: 0.4887, loss_cls: 3.6259, loss: 3.6259, grad_norm: 0.9345 2020-10-03 22:54:28,750 - mmaction - INFO - Epoch [20][340/999] lr: 5.919e-01, eta: 2 days, 18:23:54, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2512, top5_acc: 0.4927, loss_cls: 3.5928, loss: 3.5928, grad_norm: 0.9409 2020-10-03 22:54:48,705 - mmaction - INFO - Epoch [20][360/999] lr: 5.919e-01, eta: 2 days, 18:23:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4840, loss_cls: 3.6560, loss: 3.6560, grad_norm: 0.9566 2020-10-03 22:55:08,628 - mmaction - INFO - Epoch [20][380/999] lr: 5.919e-01, eta: 2 days, 18:23:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2527, top5_acc: 0.4790, loss_cls: 3.6688, loss: 3.6688, grad_norm: 0.9257 2020-10-03 22:55:28,628 - mmaction - INFO - Epoch [20][400/999] lr: 5.919e-01, eta: 2 days, 18:22:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4865, loss_cls: 3.6420, loss: 3.6420, grad_norm: 0.9365 2020-10-03 22:55:48,462 - mmaction - INFO - Epoch [20][420/999] lr: 5.919e-01, eta: 2 days, 18:22:19, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2500, top5_acc: 0.4822, loss_cls: 3.6391, loss: 3.6391, grad_norm: 0.9324 2020-10-03 22:56:08,353 - mmaction - INFO - Epoch [20][440/999] lr: 5.919e-01, eta: 2 days, 18:21:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5048, loss_cls: 3.5796, loss: 3.5796, grad_norm: 0.9357 2020-10-03 22:56:28,337 - mmaction - INFO - Epoch [20][460/999] lr: 5.919e-01, eta: 2 days, 18:21:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4996, loss_cls: 3.6030, loss: 3.6030, grad_norm: 0.9548 2020-10-03 22:56:48,287 - mmaction - INFO - Epoch [20][480/999] lr: 5.919e-01, eta: 2 days, 18:21:08, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2613, top5_acc: 0.4876, loss_cls: 3.6461, loss: 3.6461, grad_norm: 0.9614 2020-10-03 22:57:08,127 - mmaction - INFO - Epoch [20][500/999] lr: 5.919e-01, eta: 2 days, 18:20:43, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2510, top5_acc: 0.4871, loss_cls: 3.6247, loss: 3.6247, grad_norm: 0.9328 2020-10-03 22:57:28,006 - mmaction - INFO - Epoch [20][520/999] lr: 5.919e-01, eta: 2 days, 18:20:19, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2508, top5_acc: 0.4872, loss_cls: 3.6291, loss: 3.6291, grad_norm: 0.9587 2020-10-03 22:57:47,997 - mmaction - INFO - Epoch [20][540/999] lr: 5.919e-01, eta: 2 days, 18:19:56, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2518, top5_acc: 0.4854, loss_cls: 3.6439, loss: 3.6439, grad_norm: 0.9426 2020-10-03 22:58:07,952 - mmaction - INFO - Epoch [20][560/999] lr: 5.919e-01, eta: 2 days, 18:19:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2518, top5_acc: 0.4789, loss_cls: 3.6709, loss: 3.6709, grad_norm: 0.9480 2020-10-03 22:58:27,918 - mmaction - INFO - Epoch [20][580/999] lr: 5.919e-01, eta: 2 days, 18:19:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2595, top5_acc: 0.4957, loss_cls: 3.6113, loss: 3.6113, grad_norm: 0.9523 2020-10-03 22:58:47,972 - mmaction - INFO - Epoch [20][600/999] lr: 5.919e-01, eta: 2 days, 18:18:47, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2665, top5_acc: 0.4910, loss_cls: 3.5770, loss: 3.5770, grad_norm: 0.9480 2020-10-03 22:59:08,009 - mmaction - INFO - Epoch [20][620/999] lr: 5.919e-01, eta: 2 days, 18:18:25, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2539, top5_acc: 0.4786, loss_cls: 3.6697, loss: 3.6697, grad_norm: 0.9479 2020-10-03 22:59:27,904 - mmaction - INFO - Epoch [20][640/999] lr: 5.919e-01, eta: 2 days, 18:18:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2552, top5_acc: 0.4906, loss_cls: 3.6160, loss: 3.6160, grad_norm: 0.9590 2020-10-03 22:59:47,885 - mmaction - INFO - Epoch [20][660/999] lr: 5.919e-01, eta: 2 days, 18:17:38, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2475, top5_acc: 0.4822, loss_cls: 3.6501, loss: 3.6501, grad_norm: 0.9513 2020-10-03 23:00:09,996 - mmaction - INFO - Epoch [20][680/999] lr: 5.919e-01, eta: 2 days, 18:17:40, time: 1.104, data_time: 0.002, memory: 8478, top1_acc: 0.2475, top5_acc: 0.4776, loss_cls: 3.6810, loss: 3.6810, grad_norm: 0.9581 2020-10-03 23:00:29,985 - mmaction - INFO - Epoch [20][700/999] lr: 5.919e-01, eta: 2 days, 18:17:17, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.2577, top5_acc: 0.4941, loss_cls: 3.5901, loss: 3.5901, grad_norm: 0.9352 2020-10-03 23:00:49,933 - mmaction - INFO - Epoch [20][720/999] lr: 5.919e-01, eta: 2 days, 18:16:53, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2546, top5_acc: 0.4845, loss_cls: 3.6294, loss: 3.6294, grad_norm: 0.9563 2020-10-03 23:01:09,894 - mmaction - INFO - Epoch [20][740/999] lr: 5.919e-01, eta: 2 days, 18:16:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4970, loss_cls: 3.5772, loss: 3.5772, grad_norm: 0.9484 2020-10-03 23:01:29,937 - mmaction - INFO - Epoch [20][760/999] lr: 5.919e-01, eta: 2 days, 18:16:08, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2556, top5_acc: 0.5020, loss_cls: 3.5845, loss: 3.5845, grad_norm: 0.9408 2020-10-03 23:01:49,873 - mmaction - INFO - Epoch [20][780/999] lr: 5.919e-01, eta: 2 days, 18:15:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2456, top5_acc: 0.4914, loss_cls: 3.6189, loss: 3.6189, grad_norm: 0.9603 2020-10-03 23:02:09,824 - mmaction - INFO - Epoch [20][800/999] lr: 5.919e-01, eta: 2 days, 18:15:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2479, top5_acc: 0.4854, loss_cls: 3.6659, loss: 3.6659, grad_norm: 0.9410 2020-10-03 23:02:29,734 - mmaction - INFO - Epoch [20][820/999] lr: 5.919e-01, eta: 2 days, 18:14:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2663, top5_acc: 0.4940, loss_cls: 3.5719, loss: 3.5719, grad_norm: 0.9448 2020-10-03 23:02:49,667 - mmaction - INFO - Epoch [20][840/999] lr: 5.919e-01, eta: 2 days, 18:14:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4880, loss_cls: 3.6206, loss: 3.6206, grad_norm: 0.9584 2020-10-03 23:03:09,569 - mmaction - INFO - Epoch [20][860/999] lr: 5.919e-01, eta: 2 days, 18:14:09, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4892, loss_cls: 3.5967, loss: 3.5967, grad_norm: 0.9424 2020-10-03 23:03:29,428 - mmaction - INFO - Epoch [20][880/999] lr: 5.919e-01, eta: 2 days, 18:13:45, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2536, top5_acc: 0.4923, loss_cls: 3.6089, loss: 3.6089, grad_norm: 0.9606 2020-10-03 23:03:49,337 - mmaction - INFO - Epoch [20][900/999] lr: 5.919e-01, eta: 2 days, 18:13:21, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2505, top5_acc: 0.4760, loss_cls: 3.6618, loss: 3.6618, grad_norm: 0.9547 2020-10-03 23:04:09,227 - mmaction - INFO - Epoch [20][920/999] lr: 5.919e-01, eta: 2 days, 18:12:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4762, loss_cls: 3.6833, loss: 3.6833, grad_norm: 0.9473 2020-10-03 23:04:29,202 - mmaction - INFO - Epoch [20][940/999] lr: 5.919e-01, eta: 2 days, 18:12:34, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4819, loss_cls: 3.6332, loss: 3.6332, grad_norm: 0.9366 2020-10-03 23:04:49,264 - mmaction - INFO - Epoch [20][960/999] lr: 5.919e-01, eta: 2 days, 18:12:12, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4900, loss_cls: 3.6491, loss: 3.6491, grad_norm: 0.9440 2020-10-03 23:05:09,209 - mmaction - INFO - Epoch [20][980/999] lr: 5.919e-01, eta: 2 days, 18:11:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2503, top5_acc: 0.4952, loss_cls: 3.6311, loss: 3.6311, grad_norm: 0.9494 2020-10-03 23:06:22,530 - mmaction - INFO - Epoch [21][20/999] lr: 5.910e-01, eta: 2 days, 18:13:45, time: 2.632, data_time: 1.537, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4895, loss_cls: 3.6148, loss: 3.6148, grad_norm: 0.9534 2020-10-03 23:06:42,251 - mmaction - INFO - Epoch [21][40/999] lr: 5.910e-01, eta: 2 days, 18:13:19, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2496, top5_acc: 0.4924, loss_cls: 3.6356, loss: 3.6356, grad_norm: 0.9508 2020-10-03 23:07:02,044 - mmaction - INFO - Epoch [21][60/999] lr: 5.910e-01, eta: 2 days, 18:12:54, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2579, top5_acc: 0.4958, loss_cls: 3.6120, loss: 3.6120, grad_norm: 0.9579 2020-10-03 23:07:21,961 - mmaction - INFO - Epoch [21][80/999] lr: 5.910e-01, eta: 2 days, 18:12:30, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4971, loss_cls: 3.5769, loss: 3.5769, grad_norm: 0.9392 2020-10-03 23:07:41,921 - mmaction - INFO - Epoch [21][100/999] lr: 5.910e-01, eta: 2 days, 18:12:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4923, loss_cls: 3.6092, loss: 3.6092, grad_norm: 0.9502 2020-10-03 23:08:01,803 - mmaction - INFO - Epoch [21][120/999] lr: 5.910e-01, eta: 2 days, 18:11:42, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5130, loss_cls: 3.5211, loss: 3.5211, grad_norm: 0.9463 2020-10-03 23:08:21,779 - mmaction - INFO - Epoch [21][140/999] lr: 5.910e-01, eta: 2 days, 18:11:19, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2538, top5_acc: 0.4913, loss_cls: 3.5998, loss: 3.5998, grad_norm: 0.9624 2020-10-03 23:08:41,814 - mmaction - INFO - Epoch [21][160/999] lr: 5.910e-01, eta: 2 days, 18:10:57, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4888, loss_cls: 3.6285, loss: 3.6285, grad_norm: 0.9576 2020-10-03 23:09:01,833 - mmaction - INFO - Epoch [21][180/999] lr: 5.910e-01, eta: 2 days, 18:10:34, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4883, loss_cls: 3.6197, loss: 3.6197, grad_norm: 0.9538 2020-10-03 23:09:21,773 - mmaction - INFO - Epoch [21][200/999] lr: 5.910e-01, eta: 2 days, 18:10:10, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2563, top5_acc: 0.4956, loss_cls: 3.5976, loss: 3.5976, grad_norm: 0.9555 2020-10-03 23:09:41,674 - mmaction - INFO - Epoch [21][220/999] lr: 5.910e-01, eta: 2 days, 18:09:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2460, top5_acc: 0.4934, loss_cls: 3.6528, loss: 3.6528, grad_norm: 0.9765 2020-10-03 23:10:01,581 - mmaction - INFO - Epoch [21][240/999] lr: 5.910e-01, eta: 2 days, 18:09:22, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4923, loss_cls: 3.6274, loss: 3.6274, grad_norm: 0.9490 2020-10-03 23:10:21,529 - mmaction - INFO - Epoch [21][260/999] lr: 5.910e-01, eta: 2 days, 18:08:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2564, top5_acc: 0.4904, loss_cls: 3.6240, loss: 3.6240, grad_norm: 0.9610 2020-10-03 23:10:41,452 - mmaction - INFO - Epoch [21][280/999] lr: 5.910e-01, eta: 2 days, 18:08:35, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2514, top5_acc: 0.4940, loss_cls: 3.6122, loss: 3.6122, grad_norm: 0.9614 2020-10-03 23:11:01,538 - mmaction - INFO - Epoch [21][300/999] lr: 5.910e-01, eta: 2 days, 18:08:13, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.2521, top5_acc: 0.4944, loss_cls: 3.6208, loss: 3.6208, grad_norm: 0.9480 2020-10-03 23:11:21,524 - mmaction - INFO - Epoch [21][320/999] lr: 5.910e-01, eta: 2 days, 18:07:50, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2566, top5_acc: 0.4861, loss_cls: 3.6409, loss: 3.6409, grad_norm: 0.9582 2020-10-03 23:11:41,414 - mmaction - INFO - Epoch [21][340/999] lr: 5.910e-01, eta: 2 days, 18:07:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2586, top5_acc: 0.4984, loss_cls: 3.5833, loss: 3.5833, grad_norm: 0.9415 2020-10-03 23:12:01,313 - mmaction - INFO - Epoch [21][360/999] lr: 5.910e-01, eta: 2 days, 18:07:02, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2546, top5_acc: 0.4984, loss_cls: 3.5927, loss: 3.5927, grad_norm: 0.9613 2020-10-03 23:12:21,257 - mmaction - INFO - Epoch [21][380/999] lr: 5.910e-01, eta: 2 days, 18:06:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2531, top5_acc: 0.4905, loss_cls: 3.6250, loss: 3.6250, grad_norm: 0.9631 2020-10-03 23:12:41,146 - mmaction - INFO - Epoch [21][400/999] lr: 5.910e-01, eta: 2 days, 18:06:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4879, loss_cls: 3.6258, loss: 3.6258, grad_norm: 0.9461 2020-10-03 23:13:01,107 - mmaction - INFO - Epoch [21][420/999] lr: 5.910e-01, eta: 2 days, 18:05:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2486, top5_acc: 0.4828, loss_cls: 3.6364, loss: 3.6364, grad_norm: 0.9532 2020-10-03 23:13:21,060 - mmaction - INFO - Epoch [21][440/999] lr: 5.910e-01, eta: 2 days, 18:05:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2504, top5_acc: 0.4986, loss_cls: 3.5969, loss: 3.5969, grad_norm: 0.9560 2020-10-03 23:13:40,991 - mmaction - INFO - Epoch [21][460/999] lr: 5.910e-01, eta: 2 days, 18:05:05, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2586, top5_acc: 0.4910, loss_cls: 3.6050, loss: 3.6050, grad_norm: 0.9498 2020-10-03 23:14:00,939 - mmaction - INFO - Epoch [21][480/999] lr: 5.910e-01, eta: 2 days, 18:04:41, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2504, top5_acc: 0.4863, loss_cls: 3.6569, loss: 3.6569, grad_norm: 0.9442 2020-10-03 23:14:20,892 - mmaction - INFO - Epoch [21][500/999] lr: 5.910e-01, eta: 2 days, 18:04:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2488, top5_acc: 0.4923, loss_cls: 3.6172, loss: 3.6172, grad_norm: 0.9490 2020-10-03 23:14:40,923 - mmaction - INFO - Epoch [21][520/999] lr: 5.910e-01, eta: 2 days, 18:03:55, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2552, top5_acc: 0.4914, loss_cls: 3.6355, loss: 3.6355, grad_norm: 0.9455 2020-10-03 23:15:00,925 - mmaction - INFO - Epoch [21][540/999] lr: 5.910e-01, eta: 2 days, 18:03:33, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2589, top5_acc: 0.4888, loss_cls: 3.6182, loss: 3.6182, grad_norm: 0.9492 2020-10-03 23:15:20,948 - mmaction - INFO - Epoch [21][560/999] lr: 5.910e-01, eta: 2 days, 18:03:11, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2598, top5_acc: 0.4990, loss_cls: 3.5975, loss: 3.5975, grad_norm: 0.9598 2020-10-03 23:15:40,857 - mmaction - INFO - Epoch [21][580/999] lr: 5.910e-01, eta: 2 days, 18:02:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2621, top5_acc: 0.5074, loss_cls: 3.5271, loss: 3.5271, grad_norm: 0.9506 2020-10-03 23:16:00,896 - mmaction - INFO - Epoch [21][600/999] lr: 5.910e-01, eta: 2 days, 18:02:25, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4892, loss_cls: 3.6104, loss: 3.6104, grad_norm: 0.9671 2020-10-03 23:16:20,954 - mmaction - INFO - Epoch [21][620/999] lr: 5.910e-01, eta: 2 days, 18:02:02, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.2600, top5_acc: 0.5026, loss_cls: 3.5778, loss: 3.5778, grad_norm: 0.9515 2020-10-03 23:16:40,882 - mmaction - INFO - Epoch [21][640/999] lr: 5.910e-01, eta: 2 days, 18:01:39, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4909, loss_cls: 3.6141, loss: 3.6141, grad_norm: 0.9582 2020-10-03 23:17:00,771 - mmaction - INFO - Epoch [21][660/999] lr: 5.910e-01, eta: 2 days, 18:01:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4861, loss_cls: 3.6348, loss: 3.6348, grad_norm: 0.9600 2020-10-03 23:17:20,658 - mmaction - INFO - Epoch [21][680/999] lr: 5.910e-01, eta: 2 days, 18:00:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4939, loss_cls: 3.5945, loss: 3.5945, grad_norm: 0.9550 2020-10-03 23:17:40,632 - mmaction - INFO - Epoch [21][700/999] lr: 5.910e-01, eta: 2 days, 18:00:28, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2516, top5_acc: 0.5030, loss_cls: 3.5878, loss: 3.5878, grad_norm: 0.9509 2020-10-03 23:18:00,508 - mmaction - INFO - Epoch [21][720/999] lr: 5.910e-01, eta: 2 days, 18:00:04, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4914, loss_cls: 3.6176, loss: 3.6176, grad_norm: 0.9613 2020-10-03 23:18:20,501 - mmaction - INFO - Epoch [21][740/999] lr: 5.910e-01, eta: 2 days, 17:59:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2557, top5_acc: 0.4939, loss_cls: 3.6072, loss: 3.6072, grad_norm: 0.9508 2020-10-03 23:18:40,331 - mmaction - INFO - Epoch [21][760/999] lr: 5.910e-01, eta: 2 days, 17:59:16, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2543, top5_acc: 0.4897, loss_cls: 3.5991, loss: 3.5991, grad_norm: 0.9461 2020-10-03 23:19:00,216 - mmaction - INFO - Epoch [21][780/999] lr: 5.910e-01, eta: 2 days, 17:58:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2632, top5_acc: 0.4910, loss_cls: 3.5952, loss: 3.5952, grad_norm: 0.9421 2020-10-03 23:19:20,197 - mmaction - INFO - Epoch [21][800/999] lr: 5.910e-01, eta: 2 days, 17:58:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2559, top5_acc: 0.4988, loss_cls: 3.6090, loss: 3.6090, grad_norm: 0.9584 2020-10-03 23:19:40,161 - mmaction - INFO - Epoch [21][820/999] lr: 5.910e-01, eta: 2 days, 17:58:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2536, top5_acc: 0.4905, loss_cls: 3.6339, loss: 3.6339, grad_norm: 0.9287 2020-10-03 23:20:00,091 - mmaction - INFO - Epoch [21][840/999] lr: 5.910e-01, eta: 2 days, 17:57:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4893, loss_cls: 3.6112, loss: 3.6112, grad_norm: 0.9595 2020-10-03 23:20:20,040 - mmaction - INFO - Epoch [21][860/999] lr: 5.910e-01, eta: 2 days, 17:57:20, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2560, top5_acc: 0.4970, loss_cls: 3.5967, loss: 3.5967, grad_norm: 0.9663 2020-10-03 23:20:40,027 - mmaction - INFO - Epoch [21][880/999] lr: 5.910e-01, eta: 2 days, 17:56:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2419, top5_acc: 0.4846, loss_cls: 3.6590, loss: 3.6590, grad_norm: 0.9570 2020-10-03 23:20:59,864 - mmaction - INFO - Epoch [21][900/999] lr: 5.910e-01, eta: 2 days, 17:56:32, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2505, top5_acc: 0.4940, loss_cls: 3.6268, loss: 3.6268, grad_norm: 0.9403 2020-10-03 23:21:19,783 - mmaction - INFO - Epoch [21][920/999] lr: 5.910e-01, eta: 2 days, 17:56:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4992, loss_cls: 3.5930, loss: 3.5930, grad_norm: 0.9672 2020-10-03 23:21:39,693 - mmaction - INFO - Epoch [21][940/999] lr: 5.910e-01, eta: 2 days, 17:55:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2470, top5_acc: 0.4806, loss_cls: 3.6507, loss: 3.6507, grad_norm: 0.9603 2020-10-03 23:21:59,552 - mmaction - INFO - Epoch [21][960/999] lr: 5.910e-01, eta: 2 days, 17:55:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4949, loss_cls: 3.5882, loss: 3.5882, grad_norm: 0.9610 2020-10-03 23:22:19,577 - mmaction - INFO - Epoch [21][980/999] lr: 5.910e-01, eta: 2 days, 17:54:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2444, top5_acc: 0.4767, loss_cls: 3.6735, loss: 3.6735, grad_norm: 0.9528 2020-10-03 23:23:28,503 - mmaction - INFO - Epoch [22][20/999] lr: 5.901e-01, eta: 2 days, 17:56:16, time: 2.495, data_time: 1.498, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5021, loss_cls: 3.5487, loss: 3.5487, grad_norm: 0.9497 2020-10-03 23:23:48,234 - mmaction - INFO - Epoch [22][40/999] lr: 5.901e-01, eta: 2 days, 17:55:51, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2633, top5_acc: 0.4966, loss_cls: 3.5791, loss: 3.5791, grad_norm: 0.9610 2020-10-03 23:24:08,092 - mmaction - INFO - Epoch [22][60/999] lr: 5.901e-01, eta: 2 days, 17:55:26, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4898, loss_cls: 3.6282, loss: 3.6282, grad_norm: 0.9657 2020-10-03 23:24:27,940 - mmaction - INFO - Epoch [22][80/999] lr: 5.901e-01, eta: 2 days, 17:55:02, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.4870, loss_cls: 3.5976, loss: 3.5976, grad_norm: 0.9525 2020-10-03 23:24:47,960 - mmaction - INFO - Epoch [22][100/999] lr: 5.901e-01, eta: 2 days, 17:54:40, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2668, top5_acc: 0.4975, loss_cls: 3.5647, loss: 3.5647, grad_norm: 0.9491 2020-10-03 23:25:08,020 - mmaction - INFO - Epoch [22][120/999] lr: 5.901e-01, eta: 2 days, 17:54:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2539, top5_acc: 0.4947, loss_cls: 3.6146, loss: 3.6146, grad_norm: 0.9576 2020-10-03 23:25:27,986 - mmaction - INFO - Epoch [22][140/999] lr: 5.901e-01, eta: 2 days, 17:53:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2518, top5_acc: 0.4892, loss_cls: 3.6354, loss: 3.6354, grad_norm: 0.9743 2020-10-03 23:25:47,878 - mmaction - INFO - Epoch [22][160/999] lr: 5.901e-01, eta: 2 days, 17:53:31, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2508, top5_acc: 0.4945, loss_cls: 3.6157, loss: 3.6157, grad_norm: 0.9611 2020-10-03 23:26:07,816 - mmaction - INFO - Epoch [22][180/999] lr: 5.901e-01, eta: 2 days, 17:53:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4931, loss_cls: 3.6001, loss: 3.6001, grad_norm: 0.9556 2020-10-03 23:26:27,767 - mmaction - INFO - Epoch [22][200/999] lr: 5.901e-01, eta: 2 days, 17:52:44, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2609, top5_acc: 0.5079, loss_cls: 3.5499, loss: 3.5499, grad_norm: 0.9444 2020-10-03 23:26:47,676 - mmaction - INFO - Epoch [22][220/999] lr: 5.901e-01, eta: 2 days, 17:52:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2572, top5_acc: 0.4883, loss_cls: 3.6444, loss: 3.6444, grad_norm: 0.9564 2020-10-03 23:27:07,580 - mmaction - INFO - Epoch [22][240/999] lr: 5.901e-01, eta: 2 days, 17:51:56, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2596, top5_acc: 0.4973, loss_cls: 3.5906, loss: 3.5906, grad_norm: 0.9493 2020-10-03 23:27:27,455 - mmaction - INFO - Epoch [22][260/999] lr: 5.901e-01, eta: 2 days, 17:51:33, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2538, top5_acc: 0.4876, loss_cls: 3.6441, loss: 3.6441, grad_norm: 0.9681 2020-10-03 23:27:47,345 - mmaction - INFO - Epoch [22][280/999] lr: 5.901e-01, eta: 2 days, 17:51:09, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2516, top5_acc: 0.4945, loss_cls: 3.5991, loss: 3.5991, grad_norm: 0.9587 2020-10-03 23:28:07,139 - mmaction - INFO - Epoch [22][300/999] lr: 5.901e-01, eta: 2 days, 17:50:43, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2598, top5_acc: 0.4973, loss_cls: 3.5745, loss: 3.5745, grad_norm: 0.9529 2020-10-03 23:28:27,109 - mmaction - INFO - Epoch [22][320/999] lr: 5.901e-01, eta: 2 days, 17:50:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4917, loss_cls: 3.6080, loss: 3.6080, grad_norm: 0.9607 2020-10-03 23:28:47,058 - mmaction - INFO - Epoch [22][340/999] lr: 5.901e-01, eta: 2 days, 17:49:58, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2630, top5_acc: 0.4984, loss_cls: 3.5821, loss: 3.5821, grad_norm: 0.9350 2020-10-03 23:29:06,991 - mmaction - INFO - Epoch [22][360/999] lr: 5.901e-01, eta: 2 days, 17:49:34, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2577, top5_acc: 0.5007, loss_cls: 3.5919, loss: 3.5919, grad_norm: 0.9529 2020-10-03 23:29:26,971 - mmaction - INFO - Epoch [22][380/999] lr: 5.901e-01, eta: 2 days, 17:49:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2585, top5_acc: 0.4967, loss_cls: 3.6112, loss: 3.6112, grad_norm: 0.9514 2020-10-03 23:29:46,826 - mmaction - INFO - Epoch [22][400/999] lr: 5.901e-01, eta: 2 days, 17:48:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2500, top5_acc: 0.4815, loss_cls: 3.6411, loss: 3.6411, grad_norm: 0.9517 2020-10-03 23:30:06,744 - mmaction - INFO - Epoch [22][420/999] lr: 5.901e-01, eta: 2 days, 17:48:23, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2543, top5_acc: 0.4953, loss_cls: 3.5957, loss: 3.5957, grad_norm: 0.9509 2020-10-03 23:30:27,558 - mmaction - INFO - Epoch [22][440/999] lr: 5.901e-01, eta: 2 days, 17:48:10, time: 1.041, data_time: 0.003, memory: 8478, top1_acc: 0.2533, top5_acc: 0.4839, loss_cls: 3.6173, loss: 3.6173, grad_norm: 0.9597 2020-10-03 23:30:47,481 - mmaction - INFO - Epoch [22][460/999] lr: 5.901e-01, eta: 2 days, 17:47:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2557, top5_acc: 0.4953, loss_cls: 3.5923, loss: 3.5923, grad_norm: 0.9784 2020-10-03 23:31:07,382 - mmaction - INFO - Epoch [22][480/999] lr: 5.901e-01, eta: 2 days, 17:47:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2538, top5_acc: 0.4909, loss_cls: 3.6371, loss: 3.6371, grad_norm: 0.9463 2020-10-03 23:31:27,357 - mmaction - INFO - Epoch [22][500/999] lr: 5.901e-01, eta: 2 days, 17:47:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2540, top5_acc: 0.4937, loss_cls: 3.6045, loss: 3.6045, grad_norm: 0.9523 2020-10-03 23:31:47,393 - mmaction - INFO - Epoch [22][520/999] lr: 5.901e-01, eta: 2 days, 17:46:38, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4967, loss_cls: 3.5835, loss: 3.5835, grad_norm: 0.9503 2020-10-03 23:32:07,283 - mmaction - INFO - Epoch [22][540/999] lr: 5.901e-01, eta: 2 days, 17:46:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2495, top5_acc: 0.4845, loss_cls: 3.6326, loss: 3.6326, grad_norm: 0.9569 2020-10-03 23:32:27,234 - mmaction - INFO - Epoch [22][560/999] lr: 5.901e-01, eta: 2 days, 17:45:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4781, loss_cls: 3.6704, loss: 3.6704, grad_norm: 0.9513 2020-10-03 23:32:47,141 - mmaction - INFO - Epoch [22][580/999] lr: 5.901e-01, eta: 2 days, 17:45:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2607, top5_acc: 0.5026, loss_cls: 3.5731, loss: 3.5731, grad_norm: 0.9577 2020-10-03 23:33:07,080 - mmaction - INFO - Epoch [22][600/999] lr: 5.901e-01, eta: 2 days, 17:45:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2517, top5_acc: 0.4853, loss_cls: 3.6544, loss: 3.6544, grad_norm: 0.9694 2020-10-03 23:33:27,045 - mmaction - INFO - Epoch [22][620/999] lr: 5.901e-01, eta: 2 days, 17:44:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2564, top5_acc: 0.4995, loss_cls: 3.5921, loss: 3.5921, grad_norm: 0.9506 2020-10-03 23:33:46,869 - mmaction - INFO - Epoch [22][640/999] lr: 5.901e-01, eta: 2 days, 17:44:16, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2630, top5_acc: 0.4861, loss_cls: 3.6190, loss: 3.6190, grad_norm: 0.9344 2020-10-03 23:34:06,818 - mmaction - INFO - Epoch [22][660/999] lr: 5.901e-01, eta: 2 days, 17:43:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2538, top5_acc: 0.4970, loss_cls: 3.5894, loss: 3.5894, grad_norm: 0.9567 2020-10-03 23:34:26,774 - mmaction - INFO - Epoch [22][680/999] lr: 5.901e-01, eta: 2 days, 17:43:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2527, top5_acc: 0.4910, loss_cls: 3.6145, loss: 3.6145, grad_norm: 0.9574 2020-10-03 23:34:46,751 - mmaction - INFO - Epoch [22][700/999] lr: 5.901e-01, eta: 2 days, 17:43:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2664, top5_acc: 0.5064, loss_cls: 3.5470, loss: 3.5470, grad_norm: 0.9476 2020-10-03 23:35:06,742 - mmaction - INFO - Epoch [22][720/999] lr: 5.901e-01, eta: 2 days, 17:42:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2555, top5_acc: 0.4967, loss_cls: 3.5944, loss: 3.5944, grad_norm: 0.9484 2020-10-03 23:35:26,606 - mmaction - INFO - Epoch [22][740/999] lr: 5.901e-01, eta: 2 days, 17:42:21, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4956, loss_cls: 3.6021, loss: 3.6021, grad_norm: 0.9585 2020-10-03 23:35:46,603 - mmaction - INFO - Epoch [22][760/999] lr: 5.901e-01, eta: 2 days, 17:41:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4945, loss_cls: 3.5896, loss: 3.5896, grad_norm: 0.9663 2020-10-03 23:36:06,459 - mmaction - INFO - Epoch [22][780/999] lr: 5.901e-01, eta: 2 days, 17:41:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2504, top5_acc: 0.4833, loss_cls: 3.6262, loss: 3.6262, grad_norm: 0.9475 2020-10-03 23:36:26,276 - mmaction - INFO - Epoch [22][800/999] lr: 5.901e-01, eta: 2 days, 17:41:10, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4880, loss_cls: 3.6628, loss: 3.6628, grad_norm: 0.9607 2020-10-03 23:36:46,159 - mmaction - INFO - Epoch [22][820/999] lr: 5.901e-01, eta: 2 days, 17:40:46, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.6305, loss: 3.6305, grad_norm: 0.9386 2020-10-03 23:37:06,065 - mmaction - INFO - Epoch [22][840/999] lr: 5.901e-01, eta: 2 days, 17:40:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4939, loss_cls: 3.6154, loss: 3.6154, grad_norm: 0.9448 2020-10-03 23:37:25,995 - mmaction - INFO - Epoch [22][860/999] lr: 5.901e-01, eta: 2 days, 17:39:59, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4944, loss_cls: 3.6054, loss: 3.6054, grad_norm: 0.9491 2020-10-03 23:37:45,879 - mmaction - INFO - Epoch [22][880/999] lr: 5.901e-01, eta: 2 days, 17:39:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2535, top5_acc: 0.4805, loss_cls: 3.6731, loss: 3.6731, grad_norm: 0.9541 2020-10-03 23:38:05,924 - mmaction - INFO - Epoch [22][900/999] lr: 5.901e-01, eta: 2 days, 17:39:13, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2596, top5_acc: 0.4982, loss_cls: 3.5964, loss: 3.5964, grad_norm: 0.9313 2020-10-03 23:38:25,879 - mmaction - INFO - Epoch [22][920/999] lr: 5.901e-01, eta: 2 days, 17:38:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2620, top5_acc: 0.4964, loss_cls: 3.5657, loss: 3.5657, grad_norm: 0.9511 2020-10-03 23:38:45,823 - mmaction - INFO - Epoch [22][940/999] lr: 5.901e-01, eta: 2 days, 17:38:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2557, top5_acc: 0.4949, loss_cls: 3.6148, loss: 3.6148, grad_norm: 0.9645 2020-10-03 23:39:05,701 - mmaction - INFO - Epoch [22][960/999] lr: 5.901e-01, eta: 2 days, 17:38:04, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2555, top5_acc: 0.4944, loss_cls: 3.5902, loss: 3.5902, grad_norm: 0.9543 2020-10-03 23:39:25,682 - mmaction - INFO - Epoch [22][980/999] lr: 5.901e-01, eta: 2 days, 17:37:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2466, top5_acc: 0.4883, loss_cls: 3.6210, loss: 3.6210, grad_norm: 0.9544 2020-10-03 23:40:35,125 - mmaction - INFO - Epoch [23][20/999] lr: 5.891e-01, eta: 2 days, 17:39:00, time: 2.527, data_time: 1.499, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4922, loss_cls: 3.6175, loss: 3.6175, grad_norm: 0.9524 2020-10-03 23:40:54,837 - mmaction - INFO - Epoch [23][40/999] lr: 5.891e-01, eta: 2 days, 17:38:34, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2583, top5_acc: 0.4939, loss_cls: 3.5874, loss: 3.5874, grad_norm: 0.9461 2020-10-03 23:41:14,720 - mmaction - INFO - Epoch [23][60/999] lr: 5.891e-01, eta: 2 days, 17:38:10, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5072, loss_cls: 3.5077, loss: 3.5077, grad_norm: 0.9619 2020-10-03 23:41:34,662 - mmaction - INFO - Epoch [23][80/999] lr: 5.891e-01, eta: 2 days, 17:37:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2616, top5_acc: 0.4964, loss_cls: 3.5834, loss: 3.5834, grad_norm: 0.9773 2020-10-03 23:41:54,468 - mmaction - INFO - Epoch [23][100/999] lr: 5.891e-01, eta: 2 days, 17:37:22, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2479, top5_acc: 0.4857, loss_cls: 3.6328, loss: 3.6328, grad_norm: 0.9529 2020-10-03 23:42:14,374 - mmaction - INFO - Epoch [23][120/999] lr: 5.891e-01, eta: 2 days, 17:36:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2581, top5_acc: 0.5004, loss_cls: 3.5841, loss: 3.5841, grad_norm: 0.9730 2020-10-03 23:42:34,346 - mmaction - INFO - Epoch [23][140/999] lr: 5.891e-01, eta: 2 days, 17:36:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4898, loss_cls: 3.6206, loss: 3.6206, grad_norm: 0.9644 2020-10-03 23:42:54,179 - mmaction - INFO - Epoch [23][160/999] lr: 5.891e-01, eta: 2 days, 17:36:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4934, loss_cls: 3.6048, loss: 3.6048, grad_norm: 0.9574 2020-10-03 23:43:14,087 - mmaction - INFO - Epoch [23][180/999] lr: 5.891e-01, eta: 2 days, 17:35:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2516, top5_acc: 0.4919, loss_cls: 3.6028, loss: 3.6028, grad_norm: 0.9775 2020-10-03 23:43:34,035 - mmaction - INFO - Epoch [23][200/999] lr: 5.891e-01, eta: 2 days, 17:35:25, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2548, top5_acc: 0.4887, loss_cls: 3.6185, loss: 3.6185, grad_norm: 0.9468 2020-10-03 23:43:53,922 - mmaction - INFO - Epoch [23][220/999] lr: 5.891e-01, eta: 2 days, 17:35:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2616, top5_acc: 0.4947, loss_cls: 3.6152, loss: 3.6152, grad_norm: 0.9492 2020-10-03 23:44:13,897 - mmaction - INFO - Epoch [23][240/999] lr: 5.891e-01, eta: 2 days, 17:34:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2539, top5_acc: 0.4958, loss_cls: 3.6308, loss: 3.6308, grad_norm: 0.9428 2020-10-03 23:44:33,790 - mmaction - INFO - Epoch [23][260/999] lr: 5.891e-01, eta: 2 days, 17:34:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2654, top5_acc: 0.4987, loss_cls: 3.5689, loss: 3.5689, grad_norm: 0.9622 2020-10-03 23:44:53,864 - mmaction - INFO - Epoch [23][280/999] lr: 5.891e-01, eta: 2 days, 17:33:53, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2589, top5_acc: 0.5033, loss_cls: 3.5865, loss: 3.5865, grad_norm: 0.9615 2020-10-03 23:45:13,817 - mmaction - INFO - Epoch [23][300/999] lr: 5.891e-01, eta: 2 days, 17:33:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2645, top5_acc: 0.5072, loss_cls: 3.5497, loss: 3.5497, grad_norm: 0.9476 2020-10-03 23:45:33,682 - mmaction - INFO - Epoch [23][320/999] lr: 5.891e-01, eta: 2 days, 17:33:06, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2490, top5_acc: 0.4904, loss_cls: 3.6453, loss: 3.6453, grad_norm: 0.9696 2020-10-03 23:45:53,596 - mmaction - INFO - Epoch [23][340/999] lr: 5.891e-01, eta: 2 days, 17:32:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2633, top5_acc: 0.5016, loss_cls: 3.5665, loss: 3.5665, grad_norm: 0.9409 2020-10-03 23:46:13,483 - mmaction - INFO - Epoch [23][360/999] lr: 5.891e-01, eta: 2 days, 17:32:19, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2581, top5_acc: 0.4948, loss_cls: 3.5859, loss: 3.5859, grad_norm: 0.9754 2020-10-03 23:46:33,390 - mmaction - INFO - Epoch [23][380/999] lr: 5.891e-01, eta: 2 days, 17:31:56, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2612, top5_acc: 0.4978, loss_cls: 3.5921, loss: 3.5921, grad_norm: 0.9471 2020-10-03 23:46:53,347 - mmaction - INFO - Epoch [23][400/999] lr: 5.891e-01, eta: 2 days, 17:31:33, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5025, loss_cls: 3.5728, loss: 3.5728, grad_norm: 0.9604 2020-10-03 23:47:13,234 - mmaction - INFO - Epoch [23][420/999] lr: 5.891e-01, eta: 2 days, 17:31:09, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2605, top5_acc: 0.4962, loss_cls: 3.6081, loss: 3.6081, grad_norm: 0.9647 2020-10-03 23:47:33,163 - mmaction - INFO - Epoch [23][440/999] lr: 5.891e-01, eta: 2 days, 17:30:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4988, loss_cls: 3.5780, loss: 3.5780, grad_norm: 0.9514 2020-10-03 23:47:53,070 - mmaction - INFO - Epoch [23][460/999] lr: 5.891e-01, eta: 2 days, 17:30:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2629, top5_acc: 0.4937, loss_cls: 3.5942, loss: 3.5942, grad_norm: 0.9601 2020-10-03 23:48:13,011 - mmaction - INFO - Epoch [23][480/999] lr: 5.891e-01, eta: 2 days, 17:30:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2540, top5_acc: 0.4957, loss_cls: 3.5972, loss: 3.5972, grad_norm: 0.9585 2020-10-03 23:48:32,963 - mmaction - INFO - Epoch [23][500/999] lr: 5.891e-01, eta: 2 days, 17:29:36, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2605, top5_acc: 0.4911, loss_cls: 3.6016, loss: 3.6016, grad_norm: 0.9697 2020-10-03 23:48:52,882 - mmaction - INFO - Epoch [23][520/999] lr: 5.891e-01, eta: 2 days, 17:29:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4902, loss_cls: 3.6361, loss: 3.6361, grad_norm: 0.9429 2020-10-03 23:49:12,907 - mmaction - INFO - Epoch [23][540/999] lr: 5.891e-01, eta: 2 days, 17:28:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2526, top5_acc: 0.4964, loss_cls: 3.5981, loss: 3.5981, grad_norm: 0.9515 2020-10-03 23:49:32,838 - mmaction - INFO - Epoch [23][560/999] lr: 5.891e-01, eta: 2 days, 17:28:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2637, top5_acc: 0.5089, loss_cls: 3.5667, loss: 3.5667, grad_norm: 0.9491 2020-10-03 23:49:52,762 - mmaction - INFO - Epoch [23][580/999] lr: 5.891e-01, eta: 2 days, 17:28:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2604, top5_acc: 0.4979, loss_cls: 3.5939, loss: 3.5939, grad_norm: 0.9672 2020-10-03 23:50:12,790 - mmaction - INFO - Epoch [23][600/999] lr: 5.891e-01, eta: 2 days, 17:27:42, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2540, top5_acc: 0.5005, loss_cls: 3.6002, loss: 3.6002, grad_norm: 0.9435 2020-10-03 23:50:32,696 - mmaction - INFO - Epoch [23][620/999] lr: 5.891e-01, eta: 2 days, 17:27:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4868, loss_cls: 3.6499, loss: 3.6499, grad_norm: 0.9626 2020-10-03 23:50:52,614 - mmaction - INFO - Epoch [23][640/999] lr: 5.891e-01, eta: 2 days, 17:26:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2569, top5_acc: 0.4892, loss_cls: 3.5994, loss: 3.5994, grad_norm: 0.9522 2020-10-03 23:51:12,498 - mmaction - INFO - Epoch [23][660/999] lr: 5.891e-01, eta: 2 days, 17:26:32, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2622, top5_acc: 0.5023, loss_cls: 3.5539, loss: 3.5539, grad_norm: 0.9435 2020-10-03 23:51:32,462 - mmaction - INFO - Epoch [23][680/999] lr: 5.891e-01, eta: 2 days, 17:26:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2661, top5_acc: 0.4988, loss_cls: 3.5460, loss: 3.5460, grad_norm: 0.9539 2020-10-03 23:51:52,441 - mmaction - INFO - Epoch [23][700/999] lr: 5.891e-01, eta: 2 days, 17:25:47, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2568, top5_acc: 0.4975, loss_cls: 3.5716, loss: 3.5716, grad_norm: 0.9676 2020-10-03 23:52:12,415 - mmaction - INFO - Epoch [23][720/999] lr: 5.891e-01, eta: 2 days, 17:25:24, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2496, top5_acc: 0.4892, loss_cls: 3.6179, loss: 3.6179, grad_norm: 0.9563 2020-10-03 23:52:32,377 - mmaction - INFO - Epoch [23][740/999] lr: 5.891e-01, eta: 2 days, 17:25:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2560, top5_acc: 0.4992, loss_cls: 3.5820, loss: 3.5820, grad_norm: 0.9770 2020-10-03 23:52:52,316 - mmaction - INFO - Epoch [23][760/999] lr: 5.891e-01, eta: 2 days, 17:24:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2497, top5_acc: 0.4900, loss_cls: 3.6449, loss: 3.6449, grad_norm: 0.9588 2020-10-03 23:53:12,335 - mmaction - INFO - Epoch [23][780/999] lr: 5.891e-01, eta: 2 days, 17:24:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2591, top5_acc: 0.4935, loss_cls: 3.5828, loss: 3.5828, grad_norm: 0.9545 2020-10-03 23:53:32,155 - mmaction - INFO - Epoch [23][800/999] lr: 5.891e-01, eta: 2 days, 17:23:52, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2598, top5_acc: 0.5039, loss_cls: 3.5736, loss: 3.5736, grad_norm: 0.9462 2020-10-03 23:53:52,065 - mmaction - INFO - Epoch [23][820/999] lr: 5.891e-01, eta: 2 days, 17:23:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2565, top5_acc: 0.4924, loss_cls: 3.6134, loss: 3.6134, grad_norm: 0.9832 2020-10-03 23:54:11,966 - mmaction - INFO - Epoch [23][840/999] lr: 5.891e-01, eta: 2 days, 17:23:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2569, top5_acc: 0.4924, loss_cls: 3.6211, loss: 3.6211, grad_norm: 0.9613 2020-10-03 23:54:31,795 - mmaction - INFO - Epoch [23][860/999] lr: 5.891e-01, eta: 2 days, 17:22:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2507, top5_acc: 0.4818, loss_cls: 3.6379, loss: 3.6379, grad_norm: 0.9498 2020-10-03 23:54:51,765 - mmaction - INFO - Epoch [23][880/999] lr: 5.891e-01, eta: 2 days, 17:22:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2518, top5_acc: 0.4915, loss_cls: 3.6161, loss: 3.6161, grad_norm: 0.9629 2020-10-03 23:55:11,825 - mmaction - INFO - Epoch [23][900/999] lr: 5.891e-01, eta: 2 days, 17:21:57, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2473, top5_acc: 0.4917, loss_cls: 3.6434, loss: 3.6434, grad_norm: 0.9511 2020-10-03 23:55:31,754 - mmaction - INFO - Epoch [23][920/999] lr: 5.891e-01, eta: 2 days, 17:21:34, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2552, top5_acc: 0.4992, loss_cls: 3.6165, loss: 3.6165, grad_norm: 0.9445 2020-10-03 23:55:51,757 - mmaction - INFO - Epoch [23][940/999] lr: 5.891e-01, eta: 2 days, 17:21:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2684, top5_acc: 0.4978, loss_cls: 3.6106, loss: 3.6106, grad_norm: 0.9601 2020-10-03 23:56:11,821 - mmaction - INFO - Epoch [23][960/999] lr: 5.891e-01, eta: 2 days, 17:20:50, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2474, top5_acc: 0.4848, loss_cls: 3.6519, loss: 3.6519, grad_norm: 0.9542 2020-10-03 23:56:31,758 - mmaction - INFO - Epoch [23][980/999] lr: 5.891e-01, eta: 2 days, 17:20:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2543, top5_acc: 0.4944, loss_cls: 3.5986, loss: 3.5986, grad_norm: 0.9493 2020-10-03 23:57:41,421 - mmaction - INFO - Epoch [24][20/999] lr: 5.881e-01, eta: 2 days, 17:21:40, time: 2.530, data_time: 1.409, memory: 8478, top1_acc: 0.2622, top5_acc: 0.4964, loss_cls: 3.5732, loss: 3.5732, grad_norm: 0.9639 2020-10-03 23:58:01,111 - mmaction - INFO - Epoch [24][40/999] lr: 5.881e-01, eta: 2 days, 17:21:15, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5035, loss_cls: 3.5586, loss: 3.5586, grad_norm: 0.9629 2020-10-03 23:58:21,086 - mmaction - INFO - Epoch [24][60/999] lr: 5.881e-01, eta: 2 days, 17:20:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2573, top5_acc: 0.5039, loss_cls: 3.5687, loss: 3.5687, grad_norm: 0.9533 2020-10-03 23:58:41,032 - mmaction - INFO - Epoch [24][80/999] lr: 5.881e-01, eta: 2 days, 17:20:29, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2611, top5_acc: 0.4995, loss_cls: 3.5506, loss: 3.5506, grad_norm: 0.9624 2020-10-03 23:59:00,962 - mmaction - INFO - Epoch [24][100/999] lr: 5.881e-01, eta: 2 days, 17:20:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2520, top5_acc: 0.4857, loss_cls: 3.6198, loss: 3.6198, grad_norm: 0.9641 2020-10-03 23:59:20,927 - mmaction - INFO - Epoch [24][120/999] lr: 5.881e-01, eta: 2 days, 17:19:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4923, loss_cls: 3.6234, loss: 3.6234, grad_norm: 0.9559 2020-10-03 23:59:40,881 - mmaction - INFO - Epoch [24][140/999] lr: 5.881e-01, eta: 2 days, 17:19:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5025, loss_cls: 3.5623, loss: 3.5623, grad_norm: 0.9589 2020-10-04 00:00:00,825 - mmaction - INFO - Epoch [24][160/999] lr: 5.881e-01, eta: 2 days, 17:18:58, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.4969, loss_cls: 3.5666, loss: 3.5666, grad_norm: 0.9739 2020-10-04 00:00:22,563 - mmaction - INFO - Epoch [24][180/999] lr: 5.881e-01, eta: 2 days, 17:18:53, time: 1.086, data_time: 0.001, memory: 8478, top1_acc: 0.2626, top5_acc: 0.4965, loss_cls: 3.5981, loss: 3.5981, grad_norm: 0.9601 2020-10-04 00:00:42,495 - mmaction - INFO - Epoch [24][200/999] lr: 5.881e-01, eta: 2 days, 17:18:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2499, top5_acc: 0.4896, loss_cls: 3.6158, loss: 3.6158, grad_norm: 0.9570 2020-10-04 00:01:02,422 - mmaction - INFO - Epoch [24][220/999] lr: 5.881e-01, eta: 2 days, 17:18:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2586, top5_acc: 0.4960, loss_cls: 3.5968, loss: 3.5968, grad_norm: 0.9621 2020-10-04 00:01:22,408 - mmaction - INFO - Epoch [24][240/999] lr: 5.881e-01, eta: 2 days, 17:17:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5040, loss_cls: 3.5585, loss: 3.5585, grad_norm: 0.9741 2020-10-04 00:01:42,346 - mmaction - INFO - Epoch [24][260/999] lr: 5.881e-01, eta: 2 days, 17:17:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5113, loss_cls: 3.5260, loss: 3.5260, grad_norm: 0.9597 2020-10-04 00:02:02,359 - mmaction - INFO - Epoch [24][280/999] lr: 5.881e-01, eta: 2 days, 17:16:58, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2557, top5_acc: 0.4988, loss_cls: 3.5713, loss: 3.5713, grad_norm: 0.9787 2020-10-04 00:02:22,120 - mmaction - INFO - Epoch [24][300/999] lr: 5.881e-01, eta: 2 days, 17:16:34, time: 0.989, data_time: 0.004, memory: 8478, top1_acc: 0.2503, top5_acc: 0.4952, loss_cls: 3.6109, loss: 3.6109, grad_norm: 0.9611 2020-10-04 00:02:42,149 - mmaction - INFO - Epoch [24][320/999] lr: 5.881e-01, eta: 2 days, 17:16:12, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2574, top5_acc: 0.4962, loss_cls: 3.6072, loss: 3.6072, grad_norm: 0.9776 2020-10-04 00:03:02,095 - mmaction - INFO - Epoch [24][340/999] lr: 5.881e-01, eta: 2 days, 17:15:49, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2487, top5_acc: 0.4911, loss_cls: 3.6247, loss: 3.6247, grad_norm: 0.9670 2020-10-04 00:03:22,059 - mmaction - INFO - Epoch [24][360/999] lr: 5.881e-01, eta: 2 days, 17:15:26, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4915, loss_cls: 3.6152, loss: 3.6152, grad_norm: 0.9645 2020-10-04 00:03:41,991 - mmaction - INFO - Epoch [24][380/999] lr: 5.881e-01, eta: 2 days, 17:15:03, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2529, top5_acc: 0.4845, loss_cls: 3.6279, loss: 3.6279, grad_norm: 0.9692 2020-10-04 00:04:01,915 - mmaction - INFO - Epoch [24][400/999] lr: 5.881e-01, eta: 2 days, 17:14:40, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2596, top5_acc: 0.4965, loss_cls: 3.5950, loss: 3.5950, grad_norm: 0.9378 2020-10-04 00:04:21,952 - mmaction - INFO - Epoch [24][420/999] lr: 5.881e-01, eta: 2 days, 17:14:18, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4910, loss_cls: 3.6180, loss: 3.6180, grad_norm: 0.9487 2020-10-04 00:04:41,843 - mmaction - INFO - Epoch [24][440/999] lr: 5.881e-01, eta: 2 days, 17:13:54, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4910, loss_cls: 3.6037, loss: 3.6037, grad_norm: 0.9670 2020-10-04 00:05:01,852 - mmaction - INFO - Epoch [24][460/999] lr: 5.881e-01, eta: 2 days, 17:13:32, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2497, top5_acc: 0.4924, loss_cls: 3.5998, loss: 3.5998, grad_norm: 0.9608 2020-10-04 00:05:21,815 - mmaction - INFO - Epoch [24][480/999] lr: 5.881e-01, eta: 2 days, 17:13:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2628, top5_acc: 0.4900, loss_cls: 3.6099, loss: 3.6099, grad_norm: 0.9547 2020-10-04 00:05:41,709 - mmaction - INFO - Epoch [24][500/999] lr: 5.881e-01, eta: 2 days, 17:12:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2559, top5_acc: 0.4897, loss_cls: 3.5970, loss: 3.5970, grad_norm: 0.9479 2020-10-04 00:06:01,616 - mmaction - INFO - Epoch [24][520/999] lr: 5.881e-01, eta: 2 days, 17:12:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2536, top5_acc: 0.4948, loss_cls: 3.5969, loss: 3.5969, grad_norm: 0.9567 2020-10-04 00:06:21,570 - mmaction - INFO - Epoch [24][540/999] lr: 5.881e-01, eta: 2 days, 17:12:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2612, top5_acc: 0.5018, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9625 2020-10-04 00:06:41,400 - mmaction - INFO - Epoch [24][560/999] lr: 5.881e-01, eta: 2 days, 17:11:36, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2549, top5_acc: 0.4960, loss_cls: 3.6112, loss: 3.6112, grad_norm: 0.9677 2020-10-04 00:07:01,284 - mmaction - INFO - Epoch [24][580/999] lr: 5.881e-01, eta: 2 days, 17:11:12, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2624, top5_acc: 0.4936, loss_cls: 3.5966, loss: 3.5966, grad_norm: 0.9572 2020-10-04 00:07:21,246 - mmaction - INFO - Epoch [24][600/999] lr: 5.881e-01, eta: 2 days, 17:10:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.4978, loss_cls: 3.5712, loss: 3.5712, grad_norm: 0.9403 2020-10-04 00:07:41,170 - mmaction - INFO - Epoch [24][620/999] lr: 5.881e-01, eta: 2 days, 17:10:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4889, loss_cls: 3.5973, loss: 3.5973, grad_norm: 0.9536 2020-10-04 00:08:01,150 - mmaction - INFO - Epoch [24][640/999] lr: 5.881e-01, eta: 2 days, 17:10:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2573, top5_acc: 0.4982, loss_cls: 3.5780, loss: 3.5780, grad_norm: 0.9923 2020-10-04 00:08:21,134 - mmaction - INFO - Epoch [24][660/999] lr: 5.881e-01, eta: 2 days, 17:09:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2552, top5_acc: 0.5027, loss_cls: 3.5619, loss: 3.5619, grad_norm: 0.9576 2020-10-04 00:08:41,121 - mmaction - INFO - Epoch [24][680/999] lr: 5.881e-01, eta: 2 days, 17:09:19, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2583, top5_acc: 0.4993, loss_cls: 3.5767, loss: 3.5767, grad_norm: 0.9676 2020-10-04 00:09:01,148 - mmaction - INFO - Epoch [24][700/999] lr: 5.881e-01, eta: 2 days, 17:08:57, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2579, top5_acc: 0.4977, loss_cls: 3.6046, loss: 3.6046, grad_norm: 0.9780 2020-10-04 00:09:21,144 - mmaction - INFO - Epoch [24][720/999] lr: 5.881e-01, eta: 2 days, 17:08:35, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2565, top5_acc: 0.4943, loss_cls: 3.6159, loss: 3.6159, grad_norm: 0.9584 2020-10-04 00:09:41,073 - mmaction - INFO - Epoch [24][740/999] lr: 5.881e-01, eta: 2 days, 17:08:11, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2590, top5_acc: 0.4995, loss_cls: 3.6112, loss: 3.6112, grad_norm: 0.9693 2020-10-04 00:10:01,060 - mmaction - INFO - Epoch [24][760/999] lr: 5.881e-01, eta: 2 days, 17:07:49, time: 1.001, data_time: 0.005, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4897, loss_cls: 3.6209, loss: 3.6209, grad_norm: 0.9564 2020-10-04 00:10:21,034 - mmaction - INFO - Epoch [24][780/999] lr: 5.881e-01, eta: 2 days, 17:07:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2467, top5_acc: 0.4780, loss_cls: 3.6449, loss: 3.6449, grad_norm: 0.9577 2020-10-04 00:10:40,944 - mmaction - INFO - Epoch [24][800/999] lr: 5.881e-01, eta: 2 days, 17:07:04, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2638, top5_acc: 0.4926, loss_cls: 3.6359, loss: 3.6359, grad_norm: 0.9526 2020-10-04 00:11:00,947 - mmaction - INFO - Epoch [24][820/999] lr: 5.881e-01, eta: 2 days, 17:06:42, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2602, top5_acc: 0.5020, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9539 2020-10-04 00:11:20,873 - mmaction - INFO - Epoch [24][840/999] lr: 5.881e-01, eta: 2 days, 17:06:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2535, top5_acc: 0.4964, loss_cls: 3.5975, loss: 3.5975, grad_norm: 0.9579 2020-10-04 00:11:40,875 - mmaction - INFO - Epoch [24][860/999] lr: 5.881e-01, eta: 2 days, 17:05:56, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2589, top5_acc: 0.4975, loss_cls: 3.5615, loss: 3.5615, grad_norm: 0.9693 2020-10-04 00:12:00,749 - mmaction - INFO - Epoch [24][880/999] lr: 5.881e-01, eta: 2 days, 17:05:33, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2529, top5_acc: 0.4908, loss_cls: 3.6157, loss: 3.6157, grad_norm: 0.9541 2020-10-04 00:12:20,704 - mmaction - INFO - Epoch [24][900/999] lr: 5.881e-01, eta: 2 days, 17:05:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2589, top5_acc: 0.4999, loss_cls: 3.5708, loss: 3.5708, grad_norm: 0.9644 2020-10-04 00:12:40,568 - mmaction - INFO - Epoch [24][920/999] lr: 5.881e-01, eta: 2 days, 17:04:46, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2565, top5_acc: 0.4961, loss_cls: 3.5792, loss: 3.5792, grad_norm: 0.9634 2020-10-04 00:13:00,458 - mmaction - INFO - Epoch [24][940/999] lr: 5.881e-01, eta: 2 days, 17:04:23, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2617, top5_acc: 0.4905, loss_cls: 3.6113, loss: 3.6113, grad_norm: 0.9640 2020-10-04 00:13:20,325 - mmaction - INFO - Epoch [24][960/999] lr: 5.881e-01, eta: 2 days, 17:03:59, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2620, top5_acc: 0.4965, loss_cls: 3.6025, loss: 3.6025, grad_norm: 0.9526 2020-10-04 00:13:40,141 - mmaction - INFO - Epoch [24][980/999] lr: 5.881e-01, eta: 2 days, 17:03:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2548, top5_acc: 0.4960, loss_cls: 3.5889, loss: 3.5889, grad_norm: 0.9642 2020-10-04 00:14:00,610 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-04 00:15:17,256 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 00:15:18,836 - mmaction - INFO - top1_acc 0.3035 top5_acc 0.5758 2020-10-04 00:15:18,836 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 00:15:18,936 - mmaction - INFO - mean_acc 0.3019 2020-10-04 00:15:18,948 - mmaction - INFO - Epoch(val) [24][999] top1_acc: 0.3035, top5_acc: 0.5758, mean_class_accuracy: 0.3019 2020-10-04 00:16:05,526 - mmaction - INFO - Epoch [25][20/999] lr: 5.871e-01, eta: 2 days, 17:04:05, time: 2.327, data_time: 1.326, memory: 8478, top1_acc: 0.2521, top5_acc: 0.4892, loss_cls: 3.6206, loss: 3.6206, grad_norm: 0.9638 2020-10-04 00:16:25,123 - mmaction - INFO - Epoch [25][40/999] lr: 5.871e-01, eta: 2 days, 17:03:39, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2604, top5_acc: 0.5040, loss_cls: 3.5918, loss: 3.5918, grad_norm: 0.9586 2020-10-04 00:16:44,922 - mmaction - INFO - Epoch [25][60/999] lr: 5.871e-01, eta: 2 days, 17:03:14, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4841, loss_cls: 3.6289, loss: 3.6289, grad_norm: 0.9628 2020-10-04 00:17:04,750 - mmaction - INFO - Epoch [25][80/999] lr: 5.871e-01, eta: 2 days, 17:02:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2530, top5_acc: 0.4961, loss_cls: 3.6130, loss: 3.6130, grad_norm: 0.9649 2020-10-04 00:17:24,656 - mmaction - INFO - Epoch [25][100/999] lr: 5.871e-01, eta: 2 days, 17:02:27, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5052, loss_cls: 3.5383, loss: 3.5383, grad_norm: 0.9536 2020-10-04 00:17:44,576 - mmaction - INFO - Epoch [25][120/999] lr: 5.871e-01, eta: 2 days, 17:02:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2612, top5_acc: 0.5081, loss_cls: 3.5579, loss: 3.5579, grad_norm: 0.9611 2020-10-04 00:18:04,551 - mmaction - INFO - Epoch [25][140/999] lr: 5.871e-01, eta: 2 days, 17:01:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2549, top5_acc: 0.4962, loss_cls: 3.5894, loss: 3.5894, grad_norm: 0.9633 2020-10-04 00:18:24,476 - mmaction - INFO - Epoch [25][160/999] lr: 5.871e-01, eta: 2 days, 17:01:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2608, top5_acc: 0.4941, loss_cls: 3.5858, loss: 3.5858, grad_norm: 0.9600 2020-10-04 00:18:44,396 - mmaction - INFO - Epoch [25][180/999] lr: 5.871e-01, eta: 2 days, 17:00:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2551, top5_acc: 0.4919, loss_cls: 3.6210, loss: 3.6210, grad_norm: 0.9629 2020-10-04 00:19:04,282 - mmaction - INFO - Epoch [25][200/999] lr: 5.871e-01, eta: 2 days, 17:00:32, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4948, loss_cls: 3.5964, loss: 3.5964, grad_norm: 0.9722 2020-10-04 00:19:24,177 - mmaction - INFO - Epoch [25][220/999] lr: 5.871e-01, eta: 2 days, 17:00:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2589, top5_acc: 0.4999, loss_cls: 3.5558, loss: 3.5558, grad_norm: 0.9739 2020-10-04 00:19:44,120 - mmaction - INFO - Epoch [25][240/999] lr: 5.871e-01, eta: 2 days, 16:59:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2642, top5_acc: 0.5026, loss_cls: 3.5833, loss: 3.5833, grad_norm: 0.9527 2020-10-04 00:20:04,005 - mmaction - INFO - Epoch [25][260/999] lr: 5.871e-01, eta: 2 days, 16:59:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5038, loss_cls: 3.5390, loss: 3.5390, grad_norm: 0.9544 2020-10-04 00:20:23,904 - mmaction - INFO - Epoch [25][280/999] lr: 5.871e-01, eta: 2 days, 16:59:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2629, top5_acc: 0.5046, loss_cls: 3.5422, loss: 3.5422, grad_norm: 0.9673 2020-10-04 00:20:43,824 - mmaction - INFO - Epoch [25][300/999] lr: 5.871e-01, eta: 2 days, 16:58:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2591, top5_acc: 0.4992, loss_cls: 3.5837, loss: 3.5837, grad_norm: 0.9634 2020-10-04 00:21:03,757 - mmaction - INFO - Epoch [25][320/999] lr: 5.871e-01, eta: 2 days, 16:58:14, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2651, top5_acc: 0.5020, loss_cls: 3.5735, loss: 3.5735, grad_norm: 0.9740 2020-10-04 00:21:23,745 - mmaction - INFO - Epoch [25][340/999] lr: 5.871e-01, eta: 2 days, 16:57:52, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5052, loss_cls: 3.5784, loss: 3.5784, grad_norm: 0.9701 2020-10-04 00:21:43,644 - mmaction - INFO - Epoch [25][360/999] lr: 5.871e-01, eta: 2 days, 16:57:29, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4982, loss_cls: 3.5905, loss: 3.5905, grad_norm: 0.9706 2020-10-04 00:22:03,530 - mmaction - INFO - Epoch [25][380/999] lr: 5.871e-01, eta: 2 days, 16:57:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2599, top5_acc: 0.5009, loss_cls: 3.5945, loss: 3.5945, grad_norm: 0.9633 2020-10-04 00:22:23,415 - mmaction - INFO - Epoch [25][400/999] lr: 5.871e-01, eta: 2 days, 16:56:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2578, top5_acc: 0.4986, loss_cls: 3.5809, loss: 3.5809, grad_norm: 0.9578 2020-10-04 00:22:43,275 - mmaction - INFO - Epoch [25][420/999] lr: 5.871e-01, eta: 2 days, 16:56:18, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2563, top5_acc: 0.4900, loss_cls: 3.5916, loss: 3.5916, grad_norm: 0.9757 2020-10-04 00:23:03,173 - mmaction - INFO - Epoch [25][440/999] lr: 5.871e-01, eta: 2 days, 16:55:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4904, loss_cls: 3.5969, loss: 3.5969, grad_norm: 0.9530 2020-10-04 00:23:23,032 - mmaction - INFO - Epoch [25][460/999] lr: 5.871e-01, eta: 2 days, 16:55:32, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2586, top5_acc: 0.4980, loss_cls: 3.5764, loss: 3.5764, grad_norm: 0.9688 2020-10-04 00:23:42,970 - mmaction - INFO - Epoch [25][480/999] lr: 5.871e-01, eta: 2 days, 16:55:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2510, top5_acc: 0.4888, loss_cls: 3.6249, loss: 3.6249, grad_norm: 0.9647 2020-10-04 00:24:02,891 - mmaction - INFO - Epoch [25][500/999] lr: 5.871e-01, eta: 2 days, 16:54:46, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4895, loss_cls: 3.5963, loss: 3.5963, grad_norm: 0.9655 2020-10-04 00:24:22,827 - mmaction - INFO - Epoch [25][520/999] lr: 5.871e-01, eta: 2 days, 16:54:23, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2548, top5_acc: 0.4949, loss_cls: 3.6275, loss: 3.6275, grad_norm: 0.9617 2020-10-04 00:24:42,660 - mmaction - INFO - Epoch [25][540/999] lr: 5.871e-01, eta: 2 days, 16:53:59, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2589, top5_acc: 0.4957, loss_cls: 3.6042, loss: 3.6042, grad_norm: 0.9536 2020-10-04 00:25:02,616 - mmaction - INFO - Epoch [25][560/999] lr: 5.871e-01, eta: 2 days, 16:53:37, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4904, loss_cls: 3.5804, loss: 3.5804, grad_norm: 0.9628 2020-10-04 00:25:22,555 - mmaction - INFO - Epoch [25][580/999] lr: 5.871e-01, eta: 2 days, 16:53:14, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5039, loss_cls: 3.5606, loss: 3.5606, grad_norm: 0.9662 2020-10-04 00:25:42,510 - mmaction - INFO - Epoch [25][600/999] lr: 5.871e-01, eta: 2 days, 16:52:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.4917, loss_cls: 3.6164, loss: 3.6164, grad_norm: 0.9595 2020-10-04 00:26:02,457 - mmaction - INFO - Epoch [25][620/999] lr: 5.871e-01, eta: 2 days, 16:52:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4956, loss_cls: 3.5924, loss: 3.5924, grad_norm: 0.9408 2020-10-04 00:26:22,455 - mmaction - INFO - Epoch [25][640/999] lr: 5.871e-01, eta: 2 days, 16:52:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2609, top5_acc: 0.4941, loss_cls: 3.5785, loss: 3.5785, grad_norm: 0.9925 2020-10-04 00:26:42,388 - mmaction - INFO - Epoch [25][660/999] lr: 5.871e-01, eta: 2 days, 16:51:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2563, top5_acc: 0.4941, loss_cls: 3.6029, loss: 3.6029, grad_norm: 0.9688 2020-10-04 00:27:02,273 - mmaction - INFO - Epoch [25][680/999] lr: 5.871e-01, eta: 2 days, 16:51:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2527, top5_acc: 0.4922, loss_cls: 3.5792, loss: 3.5792, grad_norm: 0.9661 2020-10-04 00:27:22,179 - mmaction - INFO - Epoch [25][700/999] lr: 5.871e-01, eta: 2 days, 16:50:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4855, loss_cls: 3.6430, loss: 3.6430, grad_norm: 0.9506 2020-10-04 00:27:42,124 - mmaction - INFO - Epoch [25][720/999] lr: 5.871e-01, eta: 2 days, 16:50:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2491, top5_acc: 0.4831, loss_cls: 3.6393, loss: 3.6393, grad_norm: 0.9730 2020-10-04 00:28:02,159 - mmaction - INFO - Epoch [25][740/999] lr: 5.871e-01, eta: 2 days, 16:50:13, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2512, top5_acc: 0.4923, loss_cls: 3.5882, loss: 3.5882, grad_norm: 0.9637 2020-10-04 00:28:22,072 - mmaction - INFO - Epoch [25][760/999] lr: 5.871e-01, eta: 2 days, 16:49:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5033, loss_cls: 3.5508, loss: 3.5508, grad_norm: 0.9551 2020-10-04 00:28:42,036 - mmaction - INFO - Epoch [25][780/999] lr: 5.871e-01, eta: 2 days, 16:49:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2543, top5_acc: 0.4992, loss_cls: 3.5844, loss: 3.5844, grad_norm: 0.9671 2020-10-04 00:29:01,940 - mmaction - INFO - Epoch [25][800/999] lr: 5.871e-01, eta: 2 days, 16:49:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2564, top5_acc: 0.4986, loss_cls: 3.6037, loss: 3.6037, grad_norm: 0.9643 2020-10-04 00:29:21,846 - mmaction - INFO - Epoch [25][820/999] lr: 5.871e-01, eta: 2 days, 16:48:42, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4934, loss_cls: 3.6113, loss: 3.6113, grad_norm: 0.9542 2020-10-04 00:29:41,789 - mmaction - INFO - Epoch [25][840/999] lr: 5.871e-01, eta: 2 days, 16:48:19, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2603, top5_acc: 0.5010, loss_cls: 3.5494, loss: 3.5494, grad_norm: 0.9661 2020-10-04 00:30:01,711 - mmaction - INFO - Epoch [25][860/999] lr: 5.871e-01, eta: 2 days, 16:47:56, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2595, top5_acc: 0.5014, loss_cls: 3.5944, loss: 3.5944, grad_norm: 0.9688 2020-10-04 00:30:22,444 - mmaction - INFO - Epoch [25][880/999] lr: 5.871e-01, eta: 2 days, 16:47:41, time: 1.038, data_time: 0.003, memory: 8478, top1_acc: 0.2613, top5_acc: 0.5005, loss_cls: 3.5538, loss: 3.5538, grad_norm: 0.9593 2020-10-04 00:30:42,393 - mmaction - INFO - Epoch [25][900/999] lr: 5.871e-01, eta: 2 days, 16:47:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2517, top5_acc: 0.4943, loss_cls: 3.6257, loss: 3.6257, grad_norm: 0.9708 2020-10-04 00:31:02,294 - mmaction - INFO - Epoch [25][920/999] lr: 5.871e-01, eta: 2 days, 16:46:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2566, top5_acc: 0.4962, loss_cls: 3.5919, loss: 3.5919, grad_norm: 0.9566 2020-10-04 00:31:22,229 - mmaction - INFO - Epoch [25][940/999] lr: 5.871e-01, eta: 2 days, 16:46:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2600, top5_acc: 0.5074, loss_cls: 3.5586, loss: 3.5586, grad_norm: 0.9472 2020-10-04 00:31:42,191 - mmaction - INFO - Epoch [25][960/999] lr: 5.871e-01, eta: 2 days, 16:46:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5029, loss_cls: 3.5655, loss: 3.5655, grad_norm: 0.9649 2020-10-04 00:32:02,238 - mmaction - INFO - Epoch [25][980/999] lr: 5.871e-01, eta: 2 days, 16:45:48, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2480, top5_acc: 0.4882, loss_cls: 3.6313, loss: 3.6313, grad_norm: 0.9768 2020-10-04 00:33:13,111 - mmaction - INFO - Epoch [26][20/999] lr: 5.860e-01, eta: 2 days, 16:47:02, time: 2.582, data_time: 1.553, memory: 8478, top1_acc: 0.2639, top5_acc: 0.4977, loss_cls: 3.5956, loss: 3.5956, grad_norm: 0.9733 2020-10-04 00:33:32,871 - mmaction - INFO - Epoch [26][40/999] lr: 5.860e-01, eta: 2 days, 16:46:37, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5040, loss_cls: 3.5350, loss: 3.5350, grad_norm: 0.9530 2020-10-04 00:33:52,894 - mmaction - INFO - Epoch [26][60/999] lr: 5.860e-01, eta: 2 days, 16:46:15, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2586, top5_acc: 0.4964, loss_cls: 3.5706, loss: 3.5706, grad_norm: 0.9615 2020-10-04 00:34:12,765 - mmaction - INFO - Epoch [26][80/999] lr: 5.860e-01, eta: 2 days, 16:45:52, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5038, loss_cls: 3.5413, loss: 3.5413, grad_norm: 0.9677 2020-10-04 00:34:32,690 - mmaction - INFO - Epoch [26][100/999] lr: 5.860e-01, eta: 2 days, 16:45:29, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2648, top5_acc: 0.4995, loss_cls: 3.5546, loss: 3.5546, grad_norm: 0.9770 2020-10-04 00:34:52,535 - mmaction - INFO - Epoch [26][120/999] lr: 5.860e-01, eta: 2 days, 16:45:06, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2582, top5_acc: 0.4954, loss_cls: 3.6100, loss: 3.6100, grad_norm: 0.9830 2020-10-04 00:35:12,533 - mmaction - INFO - Epoch [26][140/999] lr: 5.860e-01, eta: 2 days, 16:44:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2609, top5_acc: 0.4986, loss_cls: 3.5784, loss: 3.5784, grad_norm: 0.9519 2020-10-04 00:35:32,414 - mmaction - INFO - Epoch [26][160/999] lr: 5.860e-01, eta: 2 days, 16:44:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.4926, loss_cls: 3.6099, loss: 3.6099, grad_norm: 0.9493 2020-10-04 00:35:52,251 - mmaction - INFO - Epoch [26][180/999] lr: 5.860e-01, eta: 2 days, 16:43:56, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5148, loss_cls: 3.5084, loss: 3.5084, grad_norm: 0.9711 2020-10-04 00:36:12,180 - mmaction - INFO - Epoch [26][200/999] lr: 5.860e-01, eta: 2 days, 16:43:34, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4992, loss_cls: 3.5940, loss: 3.5940, grad_norm: 0.9668 2020-10-04 00:36:32,019 - mmaction - INFO - Epoch [26][220/999] lr: 5.860e-01, eta: 2 days, 16:43:10, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2581, top5_acc: 0.4911, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.9787 2020-10-04 00:36:52,040 - mmaction - INFO - Epoch [26][240/999] lr: 5.860e-01, eta: 2 days, 16:42:48, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.4977, loss_cls: 3.5951, loss: 3.5951, grad_norm: 0.9510 2020-10-04 00:37:11,939 - mmaction - INFO - Epoch [26][260/999] lr: 5.860e-01, eta: 2 days, 16:42:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2581, top5_acc: 0.4980, loss_cls: 3.5808, loss: 3.5808, grad_norm: 0.9527 2020-10-04 00:37:31,871 - mmaction - INFO - Epoch [26][280/999] lr: 5.860e-01, eta: 2 days, 16:42:03, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2652, top5_acc: 0.4991, loss_cls: 3.5681, loss: 3.5681, grad_norm: 0.9677 2020-10-04 00:37:51,850 - mmaction - INFO - Epoch [26][300/999] lr: 5.860e-01, eta: 2 days, 16:41:40, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2639, top5_acc: 0.5061, loss_cls: 3.5544, loss: 3.5544, grad_norm: 0.9814 2020-10-04 00:38:11,771 - mmaction - INFO - Epoch [26][320/999] lr: 5.860e-01, eta: 2 days, 16:41:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4931, loss_cls: 3.5880, loss: 3.5880, grad_norm: 0.9678 2020-10-04 00:38:31,767 - mmaction - INFO - Epoch [26][340/999] lr: 5.860e-01, eta: 2 days, 16:40:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5135, loss_cls: 3.5419, loss: 3.5419, grad_norm: 0.9592 2020-10-04 00:38:51,828 - mmaction - INFO - Epoch [26][360/999] lr: 5.860e-01, eta: 2 days, 16:40:33, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2578, top5_acc: 0.4910, loss_cls: 3.6000, loss: 3.6000, grad_norm: 0.9732 2020-10-04 00:39:11,797 - mmaction - INFO - Epoch [26][380/999] lr: 5.860e-01, eta: 2 days, 16:40:11, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2525, top5_acc: 0.4883, loss_cls: 3.6092, loss: 3.6092, grad_norm: 0.9591 2020-10-04 00:39:31,684 - mmaction - INFO - Epoch [26][400/999] lr: 5.860e-01, eta: 2 days, 16:39:48, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2608, top5_acc: 0.5026, loss_cls: 3.5827, loss: 3.5827, grad_norm: 0.9645 2020-10-04 00:39:51,630 - mmaction - INFO - Epoch [26][420/999] lr: 5.860e-01, eta: 2 days, 16:39:25, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5082, loss_cls: 3.5406, loss: 3.5406, grad_norm: 0.9515 2020-10-04 00:40:11,593 - mmaction - INFO - Epoch [26][440/999] lr: 5.860e-01, eta: 2 days, 16:39:03, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4970, loss_cls: 3.5867, loss: 3.5867, grad_norm: 0.9643 2020-10-04 00:40:31,669 - mmaction - INFO - Epoch [26][460/999] lr: 5.860e-01, eta: 2 days, 16:38:41, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2578, top5_acc: 0.4990, loss_cls: 3.5790, loss: 3.5790, grad_norm: 0.9730 2020-10-04 00:40:51,685 - mmaction - INFO - Epoch [26][480/999] lr: 5.860e-01, eta: 2 days, 16:38:19, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.6359, loss: 3.6359, grad_norm: 0.9574 2020-10-04 00:41:11,646 - mmaction - INFO - Epoch [26][500/999] lr: 5.860e-01, eta: 2 days, 16:37:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2444, top5_acc: 0.4892, loss_cls: 3.6242, loss: 3.6242, grad_norm: 0.9651 2020-10-04 00:41:31,554 - mmaction - INFO - Epoch [26][520/999] lr: 5.860e-01, eta: 2 days, 16:37:34, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4974, loss_cls: 3.5915, loss: 3.5915, grad_norm: 0.9632 2020-10-04 00:41:51,429 - mmaction - INFO - Epoch [26][540/999] lr: 5.860e-01, eta: 2 days, 16:37:11, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2555, top5_acc: 0.5033, loss_cls: 3.5799, loss: 3.5799, grad_norm: 0.9740 2020-10-04 00:42:11,430 - mmaction - INFO - Epoch [26][560/999] lr: 5.860e-01, eta: 2 days, 16:36:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2557, top5_acc: 0.4911, loss_cls: 3.6164, loss: 3.6164, grad_norm: 0.9618 2020-10-04 00:42:31,334 - mmaction - INFO - Epoch [26][580/999] lr: 5.860e-01, eta: 2 days, 16:36:26, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2572, top5_acc: 0.4888, loss_cls: 3.6356, loss: 3.6356, grad_norm: 0.9616 2020-10-04 00:42:51,368 - mmaction - INFO - Epoch [26][600/999] lr: 5.860e-01, eta: 2 days, 16:36:04, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2572, top5_acc: 0.5081, loss_cls: 3.5586, loss: 3.5586, grad_norm: 0.9722 2020-10-04 00:43:11,308 - mmaction - INFO - Epoch [26][620/999] lr: 5.860e-01, eta: 2 days, 16:35:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2559, top5_acc: 0.4973, loss_cls: 3.6011, loss: 3.6011, grad_norm: 0.9707 2020-10-04 00:43:31,203 - mmaction - INFO - Epoch [26][640/999] lr: 5.860e-01, eta: 2 days, 16:35:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2561, top5_acc: 0.4983, loss_cls: 3.6151, loss: 3.6151, grad_norm: 0.9646 2020-10-04 00:43:51,150 - mmaction - INFO - Epoch [26][660/999] lr: 5.860e-01, eta: 2 days, 16:34:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5056, loss_cls: 3.5496, loss: 3.5496, grad_norm: 0.9571 2020-10-04 00:44:11,140 - mmaction - INFO - Epoch [26][680/999] lr: 5.860e-01, eta: 2 days, 16:34:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5066, loss_cls: 3.5260, loss: 3.5260, grad_norm: 0.9645 2020-10-04 00:44:31,016 - mmaction - INFO - Epoch [26][700/999] lr: 5.860e-01, eta: 2 days, 16:34:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5025, loss_cls: 3.5521, loss: 3.5521, grad_norm: 0.9658 2020-10-04 00:44:50,994 - mmaction - INFO - Epoch [26][720/999] lr: 5.860e-01, eta: 2 days, 16:33:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4893, loss_cls: 3.6061, loss: 3.6061, grad_norm: 0.9714 2020-10-04 00:45:10,998 - mmaction - INFO - Epoch [26][740/999] lr: 5.860e-01, eta: 2 days, 16:33:26, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2577, top5_acc: 0.5065, loss_cls: 3.5594, loss: 3.5594, grad_norm: 0.9820 2020-10-04 00:45:30,876 - mmaction - INFO - Epoch [26][760/999] lr: 5.860e-01, eta: 2 days, 16:33:03, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2608, top5_acc: 0.4957, loss_cls: 3.5839, loss: 3.5839, grad_norm: 0.9712 2020-10-04 00:45:50,746 - mmaction - INFO - Epoch [26][780/999] lr: 5.860e-01, eta: 2 days, 16:32:40, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2496, top5_acc: 0.4906, loss_cls: 3.6125, loss: 3.6125, grad_norm: 0.9756 2020-10-04 00:46:10,622 - mmaction - INFO - Epoch [26][800/999] lr: 5.860e-01, eta: 2 days, 16:32:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.4996, loss_cls: 3.5458, loss: 3.5458, grad_norm: 0.9678 2020-10-04 00:46:30,575 - mmaction - INFO - Epoch [26][820/999] lr: 5.860e-01, eta: 2 days, 16:31:54, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2583, top5_acc: 0.5013, loss_cls: 3.5748, loss: 3.5748, grad_norm: 0.9587 2020-10-04 00:46:50,457 - mmaction - INFO - Epoch [26][840/999] lr: 5.860e-01, eta: 2 days, 16:31:31, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2587, top5_acc: 0.4921, loss_cls: 3.5635, loss: 3.5635, grad_norm: 0.9643 2020-10-04 00:47:10,401 - mmaction - INFO - Epoch [26][860/999] lr: 5.860e-01, eta: 2 days, 16:31:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2611, top5_acc: 0.5046, loss_cls: 3.5739, loss: 3.5739, grad_norm: 0.9602 2020-10-04 00:47:30,370 - mmaction - INFO - Epoch [26][880/999] lr: 5.860e-01, eta: 2 days, 16:30:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2496, top5_acc: 0.4878, loss_cls: 3.6223, loss: 3.6223, grad_norm: 0.9561 2020-10-04 00:47:50,347 - mmaction - INFO - Epoch [26][900/999] lr: 5.860e-01, eta: 2 days, 16:30:24, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.6126, loss: 3.6126, grad_norm: 0.9708 2020-10-04 00:48:10,281 - mmaction - INFO - Epoch [26][920/999] lr: 5.860e-01, eta: 2 days, 16:30:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2687, top5_acc: 0.4923, loss_cls: 3.5938, loss: 3.5938, grad_norm: 0.9841 2020-10-04 00:48:30,221 - mmaction - INFO - Epoch [26][940/999] lr: 5.860e-01, eta: 2 days, 16:29:39, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2591, top5_acc: 0.4914, loss_cls: 3.6056, loss: 3.6056, grad_norm: 0.9548 2020-10-04 00:48:50,149 - mmaction - INFO - Epoch [26][960/999] lr: 5.860e-01, eta: 2 days, 16:29:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5085, loss_cls: 3.5256, loss: 3.5256, grad_norm: 0.9582 2020-10-04 00:49:10,078 - mmaction - INFO - Epoch [26][980/999] lr: 5.860e-01, eta: 2 days, 16:28:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4980, loss_cls: 3.5716, loss: 3.5716, grad_norm: 0.9763 2020-10-04 00:50:18,955 - mmaction - INFO - Epoch [27][20/999] lr: 5.849e-01, eta: 2 days, 16:29:45, time: 2.486, data_time: 1.307, memory: 8478, top1_acc: 0.2645, top5_acc: 0.5030, loss_cls: 3.5426, loss: 3.5426, grad_norm: 0.9590 2020-10-04 00:50:38,713 - mmaction - INFO - Epoch [27][40/999] lr: 5.849e-01, eta: 2 days, 16:29:21, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5076, loss_cls: 3.5170, loss: 3.5170, grad_norm: 0.9781 2020-10-04 00:50:58,548 - mmaction - INFO - Epoch [27][60/999] lr: 5.849e-01, eta: 2 days, 16:28:58, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4977, loss_cls: 3.5645, loss: 3.5645, grad_norm: 0.9574 2020-10-04 00:51:18,480 - mmaction - INFO - Epoch [27][80/999] lr: 5.849e-01, eta: 2 days, 16:28:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2552, top5_acc: 0.4885, loss_cls: 3.6189, loss: 3.6189, grad_norm: 0.9548 2020-10-04 00:51:38,338 - mmaction - INFO - Epoch [27][100/999] lr: 5.849e-01, eta: 2 days, 16:28:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5089, loss_cls: 3.5438, loss: 3.5438, grad_norm: 0.9610 2020-10-04 00:51:58,298 - mmaction - INFO - Epoch [27][120/999] lr: 5.849e-01, eta: 2 days, 16:27:49, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2607, top5_acc: 0.4949, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.9810 2020-10-04 00:52:18,299 - mmaction - INFO - Epoch [27][140/999] lr: 5.849e-01, eta: 2 days, 16:27:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2607, top5_acc: 0.5000, loss_cls: 3.5571, loss: 3.5571, grad_norm: 0.9557 2020-10-04 00:52:38,258 - mmaction - INFO - Epoch [27][160/999] lr: 5.849e-01, eta: 2 days, 16:27:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5076, loss_cls: 3.5575, loss: 3.5575, grad_norm: 0.9622 2020-10-04 00:52:58,221 - mmaction - INFO - Epoch [27][180/999] lr: 5.849e-01, eta: 2 days, 16:26:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.4947, loss_cls: 3.5637, loss: 3.5637, grad_norm: 0.9756 2020-10-04 00:53:18,083 - mmaction - INFO - Epoch [27][200/999] lr: 5.849e-01, eta: 2 days, 16:26:19, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2605, top5_acc: 0.4993, loss_cls: 3.5810, loss: 3.5810, grad_norm: 0.9894 2020-10-04 00:53:37,978 - mmaction - INFO - Epoch [27][220/999] lr: 5.849e-01, eta: 2 days, 16:25:56, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2503, top5_acc: 0.4982, loss_cls: 3.5966, loss: 3.5966, grad_norm: 0.9761 2020-10-04 00:53:57,960 - mmaction - INFO - Epoch [27][240/999] lr: 5.849e-01, eta: 2 days, 16:25:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2689, top5_acc: 0.4977, loss_cls: 3.5742, loss: 3.5742, grad_norm: 0.9784 2020-10-04 00:54:17,928 - mmaction - INFO - Epoch [27][260/999] lr: 5.849e-01, eta: 2 days, 16:25:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2590, top5_acc: 0.4945, loss_cls: 3.5989, loss: 3.5989, grad_norm: 0.9611 2020-10-04 00:54:37,861 - mmaction - INFO - Epoch [27][280/999] lr: 5.849e-01, eta: 2 days, 16:24:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2561, top5_acc: 0.4940, loss_cls: 3.6251, loss: 3.6251, grad_norm: 0.9532 2020-10-04 00:54:57,796 - mmaction - INFO - Epoch [27][300/999] lr: 5.849e-01, eta: 2 days, 16:24:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2661, top5_acc: 0.4970, loss_cls: 3.5777, loss: 3.5777, grad_norm: 0.9583 2020-10-04 00:55:17,730 - mmaction - INFO - Epoch [27][320/999] lr: 5.849e-01, eta: 2 days, 16:24:04, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5005, loss_cls: 3.5469, loss: 3.5469, grad_norm: 0.9664 2020-10-04 00:55:37,542 - mmaction - INFO - Epoch [27][340/999] lr: 5.849e-01, eta: 2 days, 16:23:40, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4999, loss_cls: 3.5529, loss: 3.5529, grad_norm: 0.9731 2020-10-04 00:55:57,440 - mmaction - INFO - Epoch [27][360/999] lr: 5.849e-01, eta: 2 days, 16:23:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4987, loss_cls: 3.5934, loss: 3.5934, grad_norm: 0.9747 2020-10-04 00:56:17,395 - mmaction - INFO - Epoch [27][380/999] lr: 5.849e-01, eta: 2 days, 16:22:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2651, top5_acc: 0.5068, loss_cls: 3.5309, loss: 3.5309, grad_norm: 0.9647 2020-10-04 00:56:37,342 - mmaction - INFO - Epoch [27][400/999] lr: 5.849e-01, eta: 2 days, 16:22:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5040, loss_cls: 3.5667, loss: 3.5667, grad_norm: 0.9579 2020-10-04 00:56:57,336 - mmaction - INFO - Epoch [27][420/999] lr: 5.849e-01, eta: 2 days, 16:22:10, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2664, top5_acc: 0.4999, loss_cls: 3.5551, loss: 3.5551, grad_norm: 0.9732 2020-10-04 00:57:17,228 - mmaction - INFO - Epoch [27][440/999] lr: 5.849e-01, eta: 2 days, 16:21:47, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2592, top5_acc: 0.5014, loss_cls: 3.5842, loss: 3.5842, grad_norm: 0.9601 2020-10-04 00:57:37,283 - mmaction - INFO - Epoch [27][460/999] lr: 5.849e-01, eta: 2 days, 16:21:26, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2617, top5_acc: 0.4943, loss_cls: 3.5869, loss: 3.5869, grad_norm: 0.9718 2020-10-04 00:57:57,358 - mmaction - INFO - Epoch [27][480/999] lr: 5.849e-01, eta: 2 days, 16:21:04, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2548, top5_acc: 0.4940, loss_cls: 3.5870, loss: 3.5870, grad_norm: 0.9609 2020-10-04 00:58:17,338 - mmaction - INFO - Epoch [27][500/999] lr: 5.849e-01, eta: 2 days, 16:20:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2577, top5_acc: 0.5017, loss_cls: 3.5743, loss: 3.5743, grad_norm: 0.9772 2020-10-04 00:58:37,356 - mmaction - INFO - Epoch [27][520/999] lr: 5.849e-01, eta: 2 days, 16:20:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2583, top5_acc: 0.4990, loss_cls: 3.6073, loss: 3.6073, grad_norm: 0.9593 2020-10-04 00:58:57,249 - mmaction - INFO - Epoch [27][540/999] lr: 5.849e-01, eta: 2 days, 16:19:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2637, top5_acc: 0.4964, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9617 2020-10-04 00:59:17,164 - mmaction - INFO - Epoch [27][560/999] lr: 5.849e-01, eta: 2 days, 16:19:35, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2531, top5_acc: 0.5009, loss_cls: 3.5880, loss: 3.5880, grad_norm: 0.9737 2020-10-04 00:59:37,174 - mmaction - INFO - Epoch [27][580/999] lr: 5.849e-01, eta: 2 days, 16:19:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2559, top5_acc: 0.5043, loss_cls: 3.5748, loss: 3.5748, grad_norm: 0.9669 2020-10-04 00:59:57,097 - mmaction - INFO - Epoch [27][600/999] lr: 5.849e-01, eta: 2 days, 16:18:50, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5038, loss_cls: 3.5632, loss: 3.5632, grad_norm: 0.9692 2020-10-04 01:00:18,775 - mmaction - INFO - Epoch [27][620/999] lr: 5.849e-01, eta: 2 days, 16:18:43, time: 1.083, data_time: 0.002, memory: 8478, top1_acc: 0.2589, top5_acc: 0.4969, loss_cls: 3.5814, loss: 3.5814, grad_norm: 0.9718 2020-10-04 01:00:38,718 - mmaction - INFO - Epoch [27][640/999] lr: 5.849e-01, eta: 2 days, 16:18:20, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2642, top5_acc: 0.5021, loss_cls: 3.5735, loss: 3.5735, grad_norm: 0.9513 2020-10-04 01:00:58,717 - mmaction - INFO - Epoch [27][660/999] lr: 5.849e-01, eta: 2 days, 16:17:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5059, loss_cls: 3.5372, loss: 3.5372, grad_norm: 0.9686 2020-10-04 01:01:18,597 - mmaction - INFO - Epoch [27][680/999] lr: 5.849e-01, eta: 2 days, 16:17:35, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2646, top5_acc: 0.5059, loss_cls: 3.5421, loss: 3.5421, grad_norm: 0.9672 2020-10-04 01:01:38,448 - mmaction - INFO - Epoch [27][700/999] lr: 5.849e-01, eta: 2 days, 16:17:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2560, top5_acc: 0.4918, loss_cls: 3.6141, loss: 3.6141, grad_norm: 0.9619 2020-10-04 01:01:58,489 - mmaction - INFO - Epoch [27][720/999] lr: 5.849e-01, eta: 2 days, 16:16:50, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.5983, loss: 3.5983, grad_norm: 0.9509 2020-10-04 01:02:18,510 - mmaction - INFO - Epoch [27][740/999] lr: 5.849e-01, eta: 2 days, 16:16:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2540, top5_acc: 0.4898, loss_cls: 3.6023, loss: 3.6023, grad_norm: 0.9615 2020-10-04 01:02:38,480 - mmaction - INFO - Epoch [27][760/999] lr: 5.849e-01, eta: 2 days, 16:16:06, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2615, top5_acc: 0.4956, loss_cls: 3.5884, loss: 3.5884, grad_norm: 0.9543 2020-10-04 01:02:58,461 - mmaction - INFO - Epoch [27][780/999] lr: 5.849e-01, eta: 2 days, 16:15:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5055, loss_cls: 3.5620, loss: 3.5620, grad_norm: 0.9672 2020-10-04 01:03:18,431 - mmaction - INFO - Epoch [27][800/999] lr: 5.849e-01, eta: 2 days, 16:15:22, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5048, loss_cls: 3.5558, loss: 3.5558, grad_norm: 0.9643 2020-10-04 01:03:38,397 - mmaction - INFO - Epoch [27][820/999] lr: 5.849e-01, eta: 2 days, 16:15:00, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2560, top5_acc: 0.4977, loss_cls: 3.5824, loss: 3.5824, grad_norm: 0.9651 2020-10-04 01:03:58,326 - mmaction - INFO - Epoch [27][840/999] lr: 5.849e-01, eta: 2 days, 16:14:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4892, loss_cls: 3.5909, loss: 3.5909, grad_norm: 0.9602 2020-10-04 01:04:18,143 - mmaction - INFO - Epoch [27][860/999] lr: 5.849e-01, eta: 2 days, 16:14:14, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2654, top5_acc: 0.5021, loss_cls: 3.5521, loss: 3.5521, grad_norm: 0.9814 2020-10-04 01:04:38,128 - mmaction - INFO - Epoch [27][880/999] lr: 5.849e-01, eta: 2 days, 16:13:51, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2535, top5_acc: 0.4967, loss_cls: 3.5783, loss: 3.5783, grad_norm: 0.9648 2020-10-04 01:04:58,096 - mmaction - INFO - Epoch [27][900/999] lr: 5.849e-01, eta: 2 days, 16:13:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2629, top5_acc: 0.4971, loss_cls: 3.5724, loss: 3.5724, grad_norm: 0.9669 2020-10-04 01:05:18,081 - mmaction - INFO - Epoch [27][920/999] lr: 5.849e-01, eta: 2 days, 16:13:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5016, loss_cls: 3.5751, loss: 3.5751, grad_norm: 0.9730 2020-10-04 01:05:37,965 - mmaction - INFO - Epoch [27][940/999] lr: 5.849e-01, eta: 2 days, 16:12:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2651, top5_acc: 0.4982, loss_cls: 3.5618, loss: 3.5618, grad_norm: 0.9829 2020-10-04 01:05:57,918 - mmaction - INFO - Epoch [27][960/999] lr: 5.849e-01, eta: 2 days, 16:12:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2635, top5_acc: 0.5060, loss_cls: 3.5315, loss: 3.5315, grad_norm: 0.9772 2020-10-04 01:06:17,859 - mmaction - INFO - Epoch [27][980/999] lr: 5.849e-01, eta: 2 days, 16:11:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2602, top5_acc: 0.5004, loss_cls: 3.5745, loss: 3.5745, grad_norm: 0.9616 2020-10-04 01:07:31,712 - mmaction - INFO - Epoch [28][20/999] lr: 5.837e-01, eta: 2 days, 16:13:16, time: 2.656, data_time: 1.606, memory: 8478, top1_acc: 0.2609, top5_acc: 0.4926, loss_cls: 3.6078, loss: 3.6078, grad_norm: 0.9699 2020-10-04 01:07:51,359 - mmaction - INFO - Epoch [28][40/999] lr: 5.837e-01, eta: 2 days, 16:12:51, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2624, top5_acc: 0.5030, loss_cls: 3.5434, loss: 3.5434, grad_norm: 0.9881 2020-10-04 01:08:11,331 - mmaction - INFO - Epoch [28][60/999] lr: 5.837e-01, eta: 2 days, 16:12:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2691, top5_acc: 0.4966, loss_cls: 3.5586, loss: 3.5586, grad_norm: 0.9713 2020-10-04 01:08:31,311 - mmaction - INFO - Epoch [28][80/999] lr: 5.837e-01, eta: 2 days, 16:12:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5031, loss_cls: 3.5446, loss: 3.5446, grad_norm: 0.9673 2020-10-04 01:08:51,218 - mmaction - INFO - Epoch [28][100/999] lr: 5.837e-01, eta: 2 days, 16:11:44, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5014, loss_cls: 3.5395, loss: 3.5395, grad_norm: 0.9555 2020-10-04 01:09:11,203 - mmaction - INFO - Epoch [28][120/999] lr: 5.837e-01, eta: 2 days, 16:11:22, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5013, loss_cls: 3.5616, loss: 3.5616, grad_norm: 0.9848 2020-10-04 01:09:31,281 - mmaction - INFO - Epoch [28][140/999] lr: 5.837e-01, eta: 2 days, 16:11:01, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2605, top5_acc: 0.5013, loss_cls: 3.5718, loss: 3.5718, grad_norm: 0.9705 2020-10-04 01:09:51,244 - mmaction - INFO - Epoch [28][160/999] lr: 5.837e-01, eta: 2 days, 16:10:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2529, top5_acc: 0.4939, loss_cls: 3.5940, loss: 3.5940, grad_norm: 0.9611 2020-10-04 01:10:11,184 - mmaction - INFO - Epoch [28][180/999] lr: 5.837e-01, eta: 2 days, 16:10:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2681, top5_acc: 0.4941, loss_cls: 3.5821, loss: 3.5821, grad_norm: 0.9618 2020-10-04 01:10:31,131 - mmaction - INFO - Epoch [28][200/999] lr: 5.837e-01, eta: 2 days, 16:09:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5047, loss_cls: 3.5564, loss: 3.5564, grad_norm: 0.9726 2020-10-04 01:10:51,067 - mmaction - INFO - Epoch [28][220/999] lr: 5.837e-01, eta: 2 days, 16:09:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5017, loss_cls: 3.5613, loss: 3.5613, grad_norm: 0.9889 2020-10-04 01:11:11,078 - mmaction - INFO - Epoch [28][240/999] lr: 5.837e-01, eta: 2 days, 16:09:09, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2634, top5_acc: 0.4954, loss_cls: 3.5659, loss: 3.5659, grad_norm: 0.9591 2020-10-04 01:11:30,977 - mmaction - INFO - Epoch [28][260/999] lr: 5.837e-01, eta: 2 days, 16:08:46, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2592, top5_acc: 0.4986, loss_cls: 3.5710, loss: 3.5710, grad_norm: 0.9649 2020-10-04 01:11:50,946 - mmaction - INFO - Epoch [28][280/999] lr: 5.837e-01, eta: 2 days, 16:08:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2529, top5_acc: 0.5009, loss_cls: 3.5667, loss: 3.5667, grad_norm: 0.9683 2020-10-04 01:12:10,892 - mmaction - INFO - Epoch [28][300/999] lr: 5.837e-01, eta: 2 days, 16:08:01, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2632, top5_acc: 0.5064, loss_cls: 3.5481, loss: 3.5481, grad_norm: 0.9748 2020-10-04 01:12:30,776 - mmaction - INFO - Epoch [28][320/999] lr: 5.837e-01, eta: 2 days, 16:07:39, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2556, top5_acc: 0.5033, loss_cls: 3.5599, loss: 3.5599, grad_norm: 0.9839 2020-10-04 01:12:50,780 - mmaction - INFO - Epoch [28][340/999] lr: 5.837e-01, eta: 2 days, 16:07:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2688, top5_acc: 0.5038, loss_cls: 3.5527, loss: 3.5527, grad_norm: 0.9640 2020-10-04 01:13:10,824 - mmaction - INFO - Epoch [28][360/999] lr: 5.837e-01, eta: 2 days, 16:06:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2565, top5_acc: 0.4940, loss_cls: 3.6034, loss: 3.6034, grad_norm: 0.9785 2020-10-04 01:13:30,811 - mmaction - INFO - Epoch [28][380/999] lr: 5.837e-01, eta: 2 days, 16:06:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5089, loss_cls: 3.5535, loss: 3.5535, grad_norm: 0.9750 2020-10-04 01:13:50,704 - mmaction - INFO - Epoch [28][400/999] lr: 5.837e-01, eta: 2 days, 16:06:10, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2566, top5_acc: 0.5014, loss_cls: 3.5790, loss: 3.5790, grad_norm: 0.9826 2020-10-04 01:14:10,576 - mmaction - INFO - Epoch [28][420/999] lr: 5.837e-01, eta: 2 days, 16:05:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2568, top5_acc: 0.4900, loss_cls: 3.6014, loss: 3.6014, grad_norm: 0.9644 2020-10-04 01:14:30,434 - mmaction - INFO - Epoch [28][440/999] lr: 5.837e-01, eta: 2 days, 16:05:24, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2562, top5_acc: 0.4931, loss_cls: 3.5954, loss: 3.5954, grad_norm: 0.9594 2020-10-04 01:14:50,489 - mmaction - INFO - Epoch [28][460/999] lr: 5.837e-01, eta: 2 days, 16:05:02, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5026, loss_cls: 3.5574, loss: 3.5574, grad_norm: 0.9772 2020-10-04 01:15:10,481 - mmaction - INFO - Epoch [28][480/999] lr: 5.837e-01, eta: 2 days, 16:04:40, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2605, top5_acc: 0.5043, loss_cls: 3.5677, loss: 3.5677, grad_norm: 1.0023 2020-10-04 01:15:30,438 - mmaction - INFO - Epoch [28][500/999] lr: 5.837e-01, eta: 2 days, 16:04:18, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2501, top5_acc: 0.4895, loss_cls: 3.6266, loss: 3.6266, grad_norm: 0.9636 2020-10-04 01:15:50,412 - mmaction - INFO - Epoch [28][520/999] lr: 5.837e-01, eta: 2 days, 16:03:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2579, top5_acc: 0.4939, loss_cls: 3.5969, loss: 3.5969, grad_norm: 0.9557 2020-10-04 01:16:10,367 - mmaction - INFO - Epoch [28][540/999] lr: 5.837e-01, eta: 2 days, 16:03:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5027, loss_cls: 3.5353, loss: 3.5353, grad_norm: 0.9837 2020-10-04 01:16:30,339 - mmaction - INFO - Epoch [28][560/999] lr: 5.837e-01, eta: 2 days, 16:03:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2624, top5_acc: 0.5013, loss_cls: 3.5742, loss: 3.5742, grad_norm: 0.9618 2020-10-04 01:16:50,393 - mmaction - INFO - Epoch [28][580/999] lr: 5.837e-01, eta: 2 days, 16:02:50, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2544, top5_acc: 0.4832, loss_cls: 3.6266, loss: 3.6266, grad_norm: 0.9721 2020-10-04 01:17:10,386 - mmaction - INFO - Epoch [28][600/999] lr: 5.837e-01, eta: 2 days, 16:02:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5064, loss_cls: 3.5408, loss: 3.5408, grad_norm: 0.9770 2020-10-04 01:17:30,285 - mmaction - INFO - Epoch [28][620/999] lr: 5.837e-01, eta: 2 days, 16:02:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2633, top5_acc: 0.5072, loss_cls: 3.5647, loss: 3.5647, grad_norm: 0.9572 2020-10-04 01:17:50,266 - mmaction - INFO - Epoch [28][640/999] lr: 5.837e-01, eta: 2 days, 16:01:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2622, top5_acc: 0.5012, loss_cls: 3.5274, loss: 3.5274, grad_norm: 0.9774 2020-10-04 01:18:10,278 - mmaction - INFO - Epoch [28][660/999] lr: 5.837e-01, eta: 2 days, 16:01:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2586, top5_acc: 0.4991, loss_cls: 3.5893, loss: 3.5893, grad_norm: 0.9723 2020-10-04 01:18:30,282 - mmaction - INFO - Epoch [28][680/999] lr: 5.837e-01, eta: 2 days, 16:00:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2609, top5_acc: 0.4970, loss_cls: 3.5855, loss: 3.5855, grad_norm: 0.9417 2020-10-04 01:18:50,279 - mmaction - INFO - Epoch [28][700/999] lr: 5.837e-01, eta: 2 days, 16:00:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2599, top5_acc: 0.5010, loss_cls: 3.5597, loss: 3.5597, grad_norm: 0.9836 2020-10-04 01:19:10,218 - mmaction - INFO - Epoch [28][720/999] lr: 5.837e-01, eta: 2 days, 16:00:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5112, loss_cls: 3.5568, loss: 3.5568, grad_norm: 0.9673 2020-10-04 01:19:30,129 - mmaction - INFO - Epoch [28][740/999] lr: 5.837e-01, eta: 2 days, 15:59:52, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4931, loss_cls: 3.6179, loss: 3.6179, grad_norm: 0.9576 2020-10-04 01:19:50,049 - mmaction - INFO - Epoch [28][760/999] lr: 5.837e-01, eta: 2 days, 15:59:30, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5146, loss_cls: 3.5082, loss: 3.5082, grad_norm: 0.9575 2020-10-04 01:20:09,992 - mmaction - INFO - Epoch [28][780/999] lr: 5.837e-01, eta: 2 days, 15:59:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5064, loss_cls: 3.5269, loss: 3.5269, grad_norm: 0.9732 2020-10-04 01:20:29,999 - mmaction - INFO - Epoch [28][800/999] lr: 5.837e-01, eta: 2 days, 15:58:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2608, top5_acc: 0.5069, loss_cls: 3.5665, loss: 3.5665, grad_norm: 0.9782 2020-10-04 01:20:49,975 - mmaction - INFO - Epoch [28][820/999] lr: 5.837e-01, eta: 2 days, 15:58:23, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2617, top5_acc: 0.4969, loss_cls: 3.5841, loss: 3.5841, grad_norm: 0.9687 2020-10-04 01:21:09,924 - mmaction - INFO - Epoch [28][840/999] lr: 5.837e-01, eta: 2 days, 15:58:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2587, top5_acc: 0.4932, loss_cls: 3.5993, loss: 3.5993, grad_norm: 0.9608 2020-10-04 01:21:29,841 - mmaction - INFO - Epoch [28][860/999] lr: 5.837e-01, eta: 2 days, 15:57:38, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2556, top5_acc: 0.4949, loss_cls: 3.5921, loss: 3.5921, grad_norm: 0.9638 2020-10-04 01:21:49,803 - mmaction - INFO - Epoch [28][880/999] lr: 5.837e-01, eta: 2 days, 15:57:16, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2590, top5_acc: 0.5018, loss_cls: 3.5877, loss: 3.5877, grad_norm: 0.9569 2020-10-04 01:22:09,741 - mmaction - INFO - Epoch [28][900/999] lr: 5.837e-01, eta: 2 days, 15:56:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5094, loss_cls: 3.5105, loss: 3.5105, grad_norm: 0.9847 2020-10-04 01:22:29,629 - mmaction - INFO - Epoch [28][920/999] lr: 5.837e-01, eta: 2 days, 15:56:31, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5069, loss_cls: 3.5547, loss: 3.5547, grad_norm: 0.9771 2020-10-04 01:22:49,652 - mmaction - INFO - Epoch [28][940/999] lr: 5.837e-01, eta: 2 days, 15:56:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2536, top5_acc: 0.4882, loss_cls: 3.6054, loss: 3.6054, grad_norm: 0.9636 2020-10-04 01:23:09,575 - mmaction - INFO - Epoch [28][960/999] lr: 5.837e-01, eta: 2 days, 15:55:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2583, top5_acc: 0.4924, loss_cls: 3.6032, loss: 3.6032, grad_norm: 0.9606 2020-10-04 01:23:29,543 - mmaction - INFO - Epoch [28][980/999] lr: 5.837e-01, eta: 2 days, 15:55:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2686, top5_acc: 0.4951, loss_cls: 3.5892, loss: 3.5892, grad_norm: 0.9615 2020-10-04 01:24:38,135 - mmaction - INFO - Epoch [29][20/999] lr: 5.825e-01, eta: 2 days, 15:56:06, time: 2.469, data_time: 1.481, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5051, loss_cls: 3.5553, loss: 3.5553, grad_norm: 0.9672 2020-10-04 01:24:57,869 - mmaction - INFO - Epoch [29][40/999] lr: 5.825e-01, eta: 2 days, 15:55:42, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5057, loss_cls: 3.5418, loss: 3.5418, grad_norm: 0.9797 2020-10-04 01:25:17,743 - mmaction - INFO - Epoch [29][60/999] lr: 5.825e-01, eta: 2 days, 15:55:19, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5035, loss_cls: 3.5468, loss: 3.5468, grad_norm: 0.9780 2020-10-04 01:25:37,719 - mmaction - INFO - Epoch [29][80/999] lr: 5.825e-01, eta: 2 days, 15:54:57, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2621, top5_acc: 0.4908, loss_cls: 3.5728, loss: 3.5728, grad_norm: 0.9456 2020-10-04 01:25:57,688 - mmaction - INFO - Epoch [29][100/999] lr: 5.825e-01, eta: 2 days, 15:54:35, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2615, top5_acc: 0.5129, loss_cls: 3.5223, loss: 3.5223, grad_norm: 0.9778 2020-10-04 01:26:17,606 - mmaction - INFO - Epoch [29][120/999] lr: 5.825e-01, eta: 2 days, 15:54:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2654, top5_acc: 0.5142, loss_cls: 3.5275, loss: 3.5275, grad_norm: 0.9785 2020-10-04 01:26:37,568 - mmaction - INFO - Epoch [29][140/999] lr: 5.825e-01, eta: 2 days, 15:53:50, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2641, top5_acc: 0.5033, loss_cls: 3.5629, loss: 3.5629, grad_norm: 0.9791 2020-10-04 01:26:57,532 - mmaction - INFO - Epoch [29][160/999] lr: 5.825e-01, eta: 2 days, 15:53:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2620, top5_acc: 0.4954, loss_cls: 3.5859, loss: 3.5859, grad_norm: 0.9710 2020-10-04 01:27:17,476 - mmaction - INFO - Epoch [29][180/999] lr: 5.825e-01, eta: 2 days, 15:53:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5065, loss_cls: 3.5353, loss: 3.5353, grad_norm: 0.9767 2020-10-04 01:27:37,359 - mmaction - INFO - Epoch [29][200/999] lr: 5.825e-01, eta: 2 days, 15:52:43, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2647, top5_acc: 0.4996, loss_cls: 3.5656, loss: 3.5656, grad_norm: 0.9545 2020-10-04 01:27:57,300 - mmaction - INFO - Epoch [29][220/999] lr: 5.825e-01, eta: 2 days, 15:52:20, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5090, loss_cls: 3.5192, loss: 3.5192, grad_norm: 0.9746 2020-10-04 01:28:17,215 - mmaction - INFO - Epoch [29][240/999] lr: 5.825e-01, eta: 2 days, 15:51:58, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5034, loss_cls: 3.5467, loss: 3.5467, grad_norm: 0.9716 2020-10-04 01:28:37,090 - mmaction - INFO - Epoch [29][260/999] lr: 5.825e-01, eta: 2 days, 15:51:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5047, loss_cls: 3.5607, loss: 3.5607, grad_norm: 0.9569 2020-10-04 01:28:57,037 - mmaction - INFO - Epoch [29][280/999] lr: 5.825e-01, eta: 2 days, 15:51:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5036, loss_cls: 3.5400, loss: 3.5400, grad_norm: 0.9771 2020-10-04 01:29:17,110 - mmaction - INFO - Epoch [29][300/999] lr: 5.825e-01, eta: 2 days, 15:50:51, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2616, top5_acc: 0.5051, loss_cls: 3.5620, loss: 3.5620, grad_norm: 0.9684 2020-10-04 01:29:37,084 - mmaction - INFO - Epoch [29][320/999] lr: 5.825e-01, eta: 2 days, 15:50:29, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5009, loss_cls: 3.5453, loss: 3.5453, grad_norm: 0.9636 2020-10-04 01:29:57,027 - mmaction - INFO - Epoch [29][340/999] lr: 5.825e-01, eta: 2 days, 15:50:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5000, loss_cls: 3.5596, loss: 3.5596, grad_norm: 0.9645 2020-10-04 01:30:17,965 - mmaction - INFO - Epoch [29][360/999] lr: 5.825e-01, eta: 2 days, 15:49:53, time: 1.048, data_time: 0.002, memory: 8478, top1_acc: 0.2621, top5_acc: 0.5034, loss_cls: 3.5332, loss: 3.5332, grad_norm: 0.9793 2020-10-04 01:30:37,907 - mmaction - INFO - Epoch [29][380/999] lr: 5.825e-01, eta: 2 days, 15:49:30, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5055, loss_cls: 3.5444, loss: 3.5444, grad_norm: 0.9791 2020-10-04 01:30:57,780 - mmaction - INFO - Epoch [29][400/999] lr: 5.825e-01, eta: 2 days, 15:49:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2678, top5_acc: 0.5038, loss_cls: 3.5489, loss: 3.5489, grad_norm: 0.9880 2020-10-04 01:31:17,800 - mmaction - INFO - Epoch [29][420/999] lr: 5.825e-01, eta: 2 days, 15:48:46, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2552, top5_acc: 0.4971, loss_cls: 3.6017, loss: 3.6017, grad_norm: 0.9755 2020-10-04 01:31:37,772 - mmaction - INFO - Epoch [29][440/999] lr: 5.825e-01, eta: 2 days, 15:48:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5076, loss_cls: 3.5591, loss: 3.5591, grad_norm: 0.9687 2020-10-04 01:31:57,676 - mmaction - INFO - Epoch [29][460/999] lr: 5.825e-01, eta: 2 days, 15:48:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2651, top5_acc: 0.5122, loss_cls: 3.5533, loss: 3.5533, grad_norm: 0.9802 2020-10-04 01:32:17,609 - mmaction - INFO - Epoch [29][480/999] lr: 5.825e-01, eta: 2 days, 15:47:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2612, top5_acc: 0.4931, loss_cls: 3.5865, loss: 3.5865, grad_norm: 0.9675 2020-10-04 01:32:37,618 - mmaction - INFO - Epoch [29][500/999] lr: 5.825e-01, eta: 2 days, 15:47:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2559, top5_acc: 0.5009, loss_cls: 3.5804, loss: 3.5804, grad_norm: 0.9826 2020-10-04 01:32:57,546 - mmaction - INFO - Epoch [29][520/999] lr: 5.825e-01, eta: 2 days, 15:46:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5031, loss_cls: 3.5454, loss: 3.5454, grad_norm: 0.9534 2020-10-04 01:33:17,468 - mmaction - INFO - Epoch [29][540/999] lr: 5.825e-01, eta: 2 days, 15:46:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2566, top5_acc: 0.4975, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9808 2020-10-04 01:33:37,337 - mmaction - INFO - Epoch [29][560/999] lr: 5.825e-01, eta: 2 days, 15:46:09, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2598, top5_acc: 0.5073, loss_cls: 3.5672, loss: 3.5672, grad_norm: 0.9610 2020-10-04 01:33:57,406 - mmaction - INFO - Epoch [29][580/999] lr: 5.825e-01, eta: 2 days, 15:45:47, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5083, loss_cls: 3.5610, loss: 3.5610, grad_norm: 0.9664 2020-10-04 01:34:17,266 - mmaction - INFO - Epoch [29][600/999] lr: 5.825e-01, eta: 2 days, 15:45:24, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2560, top5_acc: 0.5066, loss_cls: 3.5670, loss: 3.5670, grad_norm: 0.9611 2020-10-04 01:34:37,185 - mmaction - INFO - Epoch [29][620/999] lr: 5.825e-01, eta: 2 days, 15:45:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5146, loss_cls: 3.4995, loss: 3.4995, grad_norm: 0.9841 2020-10-04 01:34:57,142 - mmaction - INFO - Epoch [29][640/999] lr: 5.825e-01, eta: 2 days, 15:44:40, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5023, loss_cls: 3.5854, loss: 3.5854, grad_norm: 0.9659 2020-10-04 01:35:17,059 - mmaction - INFO - Epoch [29][660/999] lr: 5.825e-01, eta: 2 days, 15:44:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5030, loss_cls: 3.5469, loss: 3.5469, grad_norm: 0.9768 2020-10-04 01:35:37,013 - mmaction - INFO - Epoch [29][680/999] lr: 5.825e-01, eta: 2 days, 15:43:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2658, top5_acc: 0.5046, loss_cls: 3.5524, loss: 3.5524, grad_norm: 0.9751 2020-10-04 01:35:57,000 - mmaction - INFO - Epoch [29][700/999] lr: 5.825e-01, eta: 2 days, 15:43:33, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5005, loss_cls: 3.5751, loss: 3.5751, grad_norm: 0.9708 2020-10-04 01:36:16,922 - mmaction - INFO - Epoch [29][720/999] lr: 5.825e-01, eta: 2 days, 15:43:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2654, top5_acc: 0.4992, loss_cls: 3.5442, loss: 3.5442, grad_norm: 0.9786 2020-10-04 01:36:36,886 - mmaction - INFO - Epoch [29][740/999] lr: 5.825e-01, eta: 2 days, 15:42:49, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2665, top5_acc: 0.4948, loss_cls: 3.5825, loss: 3.5825, grad_norm: 0.9572 2020-10-04 01:36:56,769 - mmaction - INFO - Epoch [29][760/999] lr: 5.825e-01, eta: 2 days, 15:42:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5001, loss_cls: 3.5721, loss: 3.5721, grad_norm: 0.9738 2020-10-04 01:37:16,709 - mmaction - INFO - Epoch [29][780/999] lr: 5.825e-01, eta: 2 days, 15:42:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.5030, loss_cls: 3.5856, loss: 3.5856, grad_norm: 0.9724 2020-10-04 01:37:36,723 - mmaction - INFO - Epoch [29][800/999] lr: 5.825e-01, eta: 2 days, 15:41:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5014, loss_cls: 3.5514, loss: 3.5514, grad_norm: 0.9826 2020-10-04 01:37:56,590 - mmaction - INFO - Epoch [29][820/999] lr: 5.825e-01, eta: 2 days, 15:41:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2582, top5_acc: 0.4980, loss_cls: 3.6058, loss: 3.6058, grad_norm: 0.9636 2020-10-04 01:38:16,650 - mmaction - INFO - Epoch [29][840/999] lr: 5.825e-01, eta: 2 days, 15:40:57, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2616, top5_acc: 0.4974, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.9705 2020-10-04 01:38:36,524 - mmaction - INFO - Epoch [29][860/999] lr: 5.825e-01, eta: 2 days, 15:40:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2658, top5_acc: 0.4992, loss_cls: 3.5494, loss: 3.5494, grad_norm: 0.9549 2020-10-04 01:38:56,390 - mmaction - INFO - Epoch [29][880/999] lr: 5.825e-01, eta: 2 days, 15:40:12, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2608, top5_acc: 0.4949, loss_cls: 3.5552, loss: 3.5552, grad_norm: 0.9762 2020-10-04 01:39:16,357 - mmaction - INFO - Epoch [29][900/999] lr: 5.825e-01, eta: 2 days, 15:39:50, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5099, loss_cls: 3.5406, loss: 3.5406, grad_norm: 0.9811 2020-10-04 01:39:36,261 - mmaction - INFO - Epoch [29][920/999] lr: 5.825e-01, eta: 2 days, 15:39:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5046, loss_cls: 3.5517, loss: 3.5517, grad_norm: 0.9646 2020-10-04 01:39:56,211 - mmaction - INFO - Epoch [29][940/999] lr: 5.825e-01, eta: 2 days, 15:39:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2493, top5_acc: 0.4880, loss_cls: 3.6239, loss: 3.6239, grad_norm: 0.9795 2020-10-04 01:40:16,143 - mmaction - INFO - Epoch [29][960/999] lr: 5.825e-01, eta: 2 days, 15:38:43, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2577, top5_acc: 0.4982, loss_cls: 3.5920, loss: 3.5920, grad_norm: 0.9532 2020-10-04 01:40:36,068 - mmaction - INFO - Epoch [29][980/999] lr: 5.825e-01, eta: 2 days, 15:38:20, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2572, top5_acc: 0.4964, loss_cls: 3.5896, loss: 3.5896, grad_norm: 0.9774 2020-10-04 01:41:44,933 - mmaction - INFO - Epoch [30][20/999] lr: 5.812e-01, eta: 2 days, 15:39:02, time: 2.490, data_time: 1.409, memory: 8478, top1_acc: 0.2578, top5_acc: 0.4871, loss_cls: 3.5909, loss: 3.5909, grad_norm: 0.9746 2020-10-04 01:42:04,706 - mmaction - INFO - Epoch [30][40/999] lr: 5.812e-01, eta: 2 days, 15:38:39, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5100, loss_cls: 3.5149, loss: 3.5149, grad_norm: 0.9758 2020-10-04 01:42:24,571 - mmaction - INFO - Epoch [30][60/999] lr: 5.812e-01, eta: 2 days, 15:38:16, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5137, loss_cls: 3.5320, loss: 3.5320, grad_norm: 0.9556 2020-10-04 01:42:44,582 - mmaction - INFO - Epoch [30][80/999] lr: 5.812e-01, eta: 2 days, 15:37:54, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2621, top5_acc: 0.4991, loss_cls: 3.5721, loss: 3.5721, grad_norm: 0.9727 2020-10-04 01:43:04,579 - mmaction - INFO - Epoch [30][100/999] lr: 5.812e-01, eta: 2 days, 15:37:32, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.5124, loss: 3.5124, grad_norm: 0.9741 2020-10-04 01:43:24,587 - mmaction - INFO - Epoch [30][120/999] lr: 5.812e-01, eta: 2 days, 15:37:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5031, loss_cls: 3.5538, loss: 3.5538, grad_norm: 0.9534 2020-10-04 01:43:44,434 - mmaction - INFO - Epoch [30][140/999] lr: 5.812e-01, eta: 2 days, 15:36:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5065, loss_cls: 3.5142, loss: 3.5142, grad_norm: 0.9702 2020-10-04 01:44:04,365 - mmaction - INFO - Epoch [30][160/999] lr: 5.812e-01, eta: 2 days, 15:36:25, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5143, loss_cls: 3.4875, loss: 3.4875, grad_norm: 0.9696 2020-10-04 01:44:24,368 - mmaction - INFO - Epoch [30][180/999] lr: 5.812e-01, eta: 2 days, 15:36:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4913, loss_cls: 3.6044, loss: 3.6044, grad_norm: 0.9756 2020-10-04 01:44:44,495 - mmaction - INFO - Epoch [30][200/999] lr: 5.812e-01, eta: 2 days, 15:35:42, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5150, loss_cls: 3.5102, loss: 3.5102, grad_norm: 0.9656 2020-10-04 01:45:04,384 - mmaction - INFO - Epoch [30][220/999] lr: 5.812e-01, eta: 2 days, 15:35:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5034, loss_cls: 3.5593, loss: 3.5593, grad_norm: 0.9734 2020-10-04 01:45:24,234 - mmaction - INFO - Epoch [30][240/999] lr: 5.812e-01, eta: 2 days, 15:34:57, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2655, top5_acc: 0.4973, loss_cls: 3.5759, loss: 3.5759, grad_norm: 0.9815 2020-10-04 01:45:44,174 - mmaction - INFO - Epoch [30][260/999] lr: 5.812e-01, eta: 2 days, 15:34:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5057, loss_cls: 3.5527, loss: 3.5527, grad_norm: 0.9736 2020-10-04 01:46:04,261 - mmaction - INFO - Epoch [30][280/999] lr: 5.812e-01, eta: 2 days, 15:34:13, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2598, top5_acc: 0.4932, loss_cls: 3.5757, loss: 3.5757, grad_norm: 0.9766 2020-10-04 01:46:24,237 - mmaction - INFO - Epoch [30][300/999] lr: 5.812e-01, eta: 2 days, 15:33:51, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4988, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.9787 2020-10-04 01:46:44,172 - mmaction - INFO - Epoch [30][320/999] lr: 5.812e-01, eta: 2 days, 15:33:29, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5069, loss_cls: 3.5408, loss: 3.5408, grad_norm: 0.9659 2020-10-04 01:47:04,128 - mmaction - INFO - Epoch [30][340/999] lr: 5.812e-01, eta: 2 days, 15:33:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5066, loss_cls: 3.5242, loss: 3.5242, grad_norm: 0.9824 2020-10-04 01:47:24,062 - mmaction - INFO - Epoch [30][360/999] lr: 5.812e-01, eta: 2 days, 15:32:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2611, top5_acc: 0.5001, loss_cls: 3.5631, loss: 3.5631, grad_norm: 0.9777 2020-10-04 01:47:44,052 - mmaction - INFO - Epoch [30][380/999] lr: 5.812e-01, eta: 2 days, 15:32:22, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2602, top5_acc: 0.5038, loss_cls: 3.5607, loss: 3.5607, grad_norm: 0.9778 2020-10-04 01:48:03,930 - mmaction - INFO - Epoch [30][400/999] lr: 5.812e-01, eta: 2 days, 15:32:00, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2629, top5_acc: 0.5016, loss_cls: 3.5647, loss: 3.5647, grad_norm: 0.9710 2020-10-04 01:48:23,828 - mmaction - INFO - Epoch [30][420/999] lr: 5.812e-01, eta: 2 days, 15:31:37, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2583, top5_acc: 0.4971, loss_cls: 3.5915, loss: 3.5915, grad_norm: 0.9675 2020-10-04 01:48:43,785 - mmaction - INFO - Epoch [30][440/999] lr: 5.812e-01, eta: 2 days, 15:31:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5049, loss_cls: 3.5282, loss: 3.5282, grad_norm: 0.9738 2020-10-04 01:49:03,719 - mmaction - INFO - Epoch [30][460/999] lr: 5.812e-01, eta: 2 days, 15:30:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5010, loss_cls: 3.5545, loss: 3.5545, grad_norm: 0.9738 2020-10-04 01:49:23,732 - mmaction - INFO - Epoch [30][480/999] lr: 5.812e-01, eta: 2 days, 15:30:31, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.2635, top5_acc: 0.5034, loss_cls: 3.5499, loss: 3.5499, grad_norm: 0.9640 2020-10-04 01:49:43,676 - mmaction - INFO - Epoch [30][500/999] lr: 5.812e-01, eta: 2 days, 15:30:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2513, top5_acc: 0.4914, loss_cls: 3.6250, loss: 3.6250, grad_norm: 0.9862 2020-10-04 01:50:03,578 - mmaction - INFO - Epoch [30][520/999] lr: 5.812e-01, eta: 2 days, 15:29:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5108, loss_cls: 3.5506, loss: 3.5506, grad_norm: 0.9625 2020-10-04 01:50:23,472 - mmaction - INFO - Epoch [30][540/999] lr: 5.812e-01, eta: 2 days, 15:29:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2599, top5_acc: 0.4984, loss_cls: 3.5792, loss: 3.5792, grad_norm: 0.9636 2020-10-04 01:50:43,535 - mmaction - INFO - Epoch [30][560/999] lr: 5.812e-01, eta: 2 days, 15:29:02, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2604, top5_acc: 0.4969, loss_cls: 3.5848, loss: 3.5848, grad_norm: 0.9695 2020-10-04 01:51:03,369 - mmaction - INFO - Epoch [30][580/999] lr: 5.812e-01, eta: 2 days, 15:28:39, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5059, loss_cls: 3.5655, loss: 3.5655, grad_norm: 0.9776 2020-10-04 01:51:23,358 - mmaction - INFO - Epoch [30][600/999] lr: 5.812e-01, eta: 2 days, 15:28:18, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.2492, top5_acc: 0.4974, loss_cls: 3.6015, loss: 3.6015, grad_norm: 0.9682 2020-10-04 01:51:43,256 - mmaction - INFO - Epoch [30][620/999] lr: 5.812e-01, eta: 2 days, 15:27:55, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5055, loss_cls: 3.5583, loss: 3.5583, grad_norm: 0.9822 2020-10-04 01:52:03,301 - mmaction - INFO - Epoch [30][640/999] lr: 5.812e-01, eta: 2 days, 15:27:33, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5031, loss_cls: 3.5462, loss: 3.5462, grad_norm: 0.9577 2020-10-04 01:52:23,284 - mmaction - INFO - Epoch [30][660/999] lr: 5.812e-01, eta: 2 days, 15:27:12, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5068, loss_cls: 3.5363, loss: 3.5363, grad_norm: 0.9678 2020-10-04 01:52:43,223 - mmaction - INFO - Epoch [30][680/999] lr: 5.812e-01, eta: 2 days, 15:26:49, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4996, loss_cls: 3.5722, loss: 3.5722, grad_norm: 0.9674 2020-10-04 01:53:03,227 - mmaction - INFO - Epoch [30][700/999] lr: 5.812e-01, eta: 2 days, 15:26:28, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2538, top5_acc: 0.4943, loss_cls: 3.5986, loss: 3.5986, grad_norm: 0.9764 2020-10-04 01:53:23,108 - mmaction - INFO - Epoch [30][720/999] lr: 5.812e-01, eta: 2 days, 15:26:05, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2595, top5_acc: 0.5005, loss_cls: 3.5961, loss: 3.5961, grad_norm: 0.9909 2020-10-04 01:53:43,149 - mmaction - INFO - Epoch [30][740/999] lr: 5.812e-01, eta: 2 days, 15:25:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4951, loss_cls: 3.5830, loss: 3.5830, grad_norm: 0.9691 2020-10-04 01:54:03,096 - mmaction - INFO - Epoch [30][760/999] lr: 5.812e-01, eta: 2 days, 15:25:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.4918, loss_cls: 3.6166, loss: 3.6166, grad_norm: 0.9688 2020-10-04 01:54:23,089 - mmaction - INFO - Epoch [30][780/999] lr: 5.812e-01, eta: 2 days, 15:24:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2590, top5_acc: 0.4918, loss_cls: 3.5913, loss: 3.5913, grad_norm: 0.9621 2020-10-04 01:54:43,088 - mmaction - INFO - Epoch [30][800/999] lr: 5.812e-01, eta: 2 days, 15:24:38, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5100, loss_cls: 3.5386, loss: 3.5386, grad_norm: 0.9536 2020-10-04 01:55:02,971 - mmaction - INFO - Epoch [30][820/999] lr: 5.812e-01, eta: 2 days, 15:24:15, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5100, loss_cls: 3.5363, loss: 3.5363, grad_norm: 0.9797 2020-10-04 01:55:22,985 - mmaction - INFO - Epoch [30][840/999] lr: 5.812e-01, eta: 2 days, 15:23:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2572, top5_acc: 0.4957, loss_cls: 3.5984, loss: 3.5984, grad_norm: 0.9832 2020-10-04 01:55:42,916 - mmaction - INFO - Epoch [30][860/999] lr: 5.812e-01, eta: 2 days, 15:23:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5005, loss_cls: 3.5601, loss: 3.5601, grad_norm: 0.9669 2020-10-04 01:56:02,934 - mmaction - INFO - Epoch [30][880/999] lr: 5.812e-01, eta: 2 days, 15:23:10, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2680, top5_acc: 0.5030, loss_cls: 3.5424, loss: 3.5424, grad_norm: 0.9706 2020-10-04 01:56:22,888 - mmaction - INFO - Epoch [30][900/999] lr: 5.812e-01, eta: 2 days, 15:22:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5120, loss_cls: 3.5183, loss: 3.5183, grad_norm: 0.9690 2020-10-04 01:56:42,838 - mmaction - INFO - Epoch [30][920/999] lr: 5.812e-01, eta: 2 days, 15:22:25, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2633, top5_acc: 0.5030, loss_cls: 3.5450, loss: 3.5450, grad_norm: 0.9686 2020-10-04 01:57:02,812 - mmaction - INFO - Epoch [30][940/999] lr: 5.812e-01, eta: 2 days, 15:22:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2538, top5_acc: 0.4975, loss_cls: 3.5959, loss: 3.5959, grad_norm: 0.9732 2020-10-04 01:57:22,812 - mmaction - INFO - Epoch [30][960/999] lr: 5.812e-01, eta: 2 days, 15:21:42, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2546, top5_acc: 0.4943, loss_cls: 3.5950, loss: 3.5950, grad_norm: 0.9824 2020-10-04 01:57:42,804 - mmaction - INFO - Epoch [30][980/999] lr: 5.812e-01, eta: 2 days, 15:21:20, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2630, top5_acc: 0.4949, loss_cls: 3.5833, loss: 3.5833, grad_norm: 0.9786 2020-10-04 01:58:52,631 - mmaction - INFO - Epoch [31][20/999] lr: 5.799e-01, eta: 2 days, 15:22:06, time: 2.541, data_time: 1.514, memory: 8478, top1_acc: 0.2664, top5_acc: 0.5073, loss_cls: 3.5286, loss: 3.5286, grad_norm: 0.9645 2020-10-04 01:59:12,416 - mmaction - INFO - Epoch [31][40/999] lr: 5.799e-01, eta: 2 days, 15:21:43, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5082, loss_cls: 3.5214, loss: 3.5214, grad_norm: 0.9696 2020-10-04 01:59:32,258 - mmaction - INFO - Epoch [31][60/999] lr: 5.799e-01, eta: 2 days, 15:21:20, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2727, top5_acc: 0.4964, loss_cls: 3.5546, loss: 3.5546, grad_norm: 0.9788 2020-10-04 01:59:52,177 - mmaction - INFO - Epoch [31][80/999] lr: 5.799e-01, eta: 2 days, 15:20:58, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5039, loss_cls: 3.5405, loss: 3.5405, grad_norm: 0.9591 2020-10-04 02:00:13,871 - mmaction - INFO - Epoch [31][100/999] lr: 5.799e-01, eta: 2 days, 15:20:49, time: 1.085, data_time: 0.003, memory: 8478, top1_acc: 0.2688, top5_acc: 0.5100, loss_cls: 3.5128, loss: 3.5128, grad_norm: 0.9915 2020-10-04 02:00:33,776 - mmaction - INFO - Epoch [31][120/999] lr: 5.799e-01, eta: 2 days, 15:20:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2676, top5_acc: 0.4993, loss_cls: 3.5606, loss: 3.5606, grad_norm: 0.9902 2020-10-04 02:00:53,609 - mmaction - INFO - Epoch [31][140/999] lr: 5.799e-01, eta: 2 days, 15:20:03, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2566, top5_acc: 0.5021, loss_cls: 3.5725, loss: 3.5725, grad_norm: 0.9556 2020-10-04 02:01:13,598 - mmaction - INFO - Epoch [31][160/999] lr: 5.799e-01, eta: 2 days, 15:19:41, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2691, top5_acc: 0.5130, loss_cls: 3.5064, loss: 3.5064, grad_norm: 0.9693 2020-10-04 02:01:33,499 - mmaction - INFO - Epoch [31][180/999] lr: 5.799e-01, eta: 2 days, 15:19:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5105, loss_cls: 3.4910, loss: 3.4910, grad_norm: 0.9640 2020-10-04 02:01:53,507 - mmaction - INFO - Epoch [31][200/999] lr: 5.799e-01, eta: 2 days, 15:18:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5016, loss_cls: 3.5578, loss: 3.5578, grad_norm: 0.9860 2020-10-04 02:02:13,488 - mmaction - INFO - Epoch [31][220/999] lr: 5.799e-01, eta: 2 days, 15:18:35, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2691, top5_acc: 0.5008, loss_cls: 3.5275, loss: 3.5275, grad_norm: 0.9663 2020-10-04 02:02:33,410 - mmaction - INFO - Epoch [31][240/999] lr: 5.799e-01, eta: 2 days, 15:18:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2641, top5_acc: 0.5009, loss_cls: 3.5857, loss: 3.5857, grad_norm: 0.9800 2020-10-04 02:02:53,361 - mmaction - INFO - Epoch [31][260/999] lr: 5.799e-01, eta: 2 days, 15:17:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.5061, loss_cls: 3.5394, loss: 3.5394, grad_norm: 0.9647 2020-10-04 02:03:13,312 - mmaction - INFO - Epoch [31][280/999] lr: 5.799e-01, eta: 2 days, 15:17:29, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2704, top5_acc: 0.5016, loss_cls: 3.5386, loss: 3.5386, grad_norm: 0.9984 2020-10-04 02:03:33,386 - mmaction - INFO - Epoch [31][300/999] lr: 5.799e-01, eta: 2 days, 15:17:07, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2566, top5_acc: 0.4935, loss_cls: 3.5991, loss: 3.5991, grad_norm: 0.9743 2020-10-04 02:03:53,221 - mmaction - INFO - Epoch [31][320/999] lr: 5.799e-01, eta: 2 days, 15:16:44, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5010, loss_cls: 3.5601, loss: 3.5601, grad_norm: 0.9795 2020-10-04 02:04:13,080 - mmaction - INFO - Epoch [31][340/999] lr: 5.799e-01, eta: 2 days, 15:16:22, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2629, top5_acc: 0.5086, loss_cls: 3.5404, loss: 3.5404, grad_norm: 0.9833 2020-10-04 02:04:32,941 - mmaction - INFO - Epoch [31][360/999] lr: 5.799e-01, eta: 2 days, 15:15:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2605, top5_acc: 0.4987, loss_cls: 3.5934, loss: 3.5934, grad_norm: 0.9718 2020-10-04 02:04:52,863 - mmaction - INFO - Epoch [31][380/999] lr: 5.799e-01, eta: 2 days, 15:15:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5091, loss_cls: 3.5287, loss: 3.5287, grad_norm: 0.9718 2020-10-04 02:05:12,803 - mmaction - INFO - Epoch [31][400/999] lr: 5.799e-01, eta: 2 days, 15:15:14, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2687, top5_acc: 0.5104, loss_cls: 3.5428, loss: 3.5428, grad_norm: 0.9794 2020-10-04 02:05:32,664 - mmaction - INFO - Epoch [31][420/999] lr: 5.799e-01, eta: 2 days, 15:14:51, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2600, top5_acc: 0.5012, loss_cls: 3.5730, loss: 3.5730, grad_norm: 0.9726 2020-10-04 02:05:52,646 - mmaction - INFO - Epoch [31][440/999] lr: 5.799e-01, eta: 2 days, 15:14:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5020, loss_cls: 3.5328, loss: 3.5328, grad_norm: 0.9778 2020-10-04 02:06:12,721 - mmaction - INFO - Epoch [31][460/999] lr: 5.799e-01, eta: 2 days, 15:14:08, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2717, top5_acc: 0.5098, loss_cls: 3.5305, loss: 3.5305, grad_norm: 0.9834 2020-10-04 02:06:32,783 - mmaction - INFO - Epoch [31][480/999] lr: 5.799e-01, eta: 2 days, 15:13:47, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2611, top5_acc: 0.5025, loss_cls: 3.5626, loss: 3.5626, grad_norm: 0.9872 2020-10-04 02:06:52,732 - mmaction - INFO - Epoch [31][500/999] lr: 5.799e-01, eta: 2 days, 15:13:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4992, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9694 2020-10-04 02:07:12,727 - mmaction - INFO - Epoch [31][520/999] lr: 5.799e-01, eta: 2 days, 15:13:03, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5089, loss_cls: 3.5592, loss: 3.5592, grad_norm: 0.9771 2020-10-04 02:07:32,701 - mmaction - INFO - Epoch [31][540/999] lr: 5.799e-01, eta: 2 days, 15:12:41, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2563, top5_acc: 0.4962, loss_cls: 3.5660, loss: 3.5660, grad_norm: 0.9805 2020-10-04 02:07:52,662 - mmaction - INFO - Epoch [31][560/999] lr: 5.799e-01, eta: 2 days, 15:12:19, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5026, loss_cls: 3.5459, loss: 3.5459, grad_norm: 0.9664 2020-10-04 02:08:12,499 - mmaction - INFO - Epoch [31][580/999] lr: 5.799e-01, eta: 2 days, 15:11:56, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5145, loss_cls: 3.5000, loss: 3.5000, grad_norm: 0.9762 2020-10-04 02:08:32,353 - mmaction - INFO - Epoch [31][600/999] lr: 5.799e-01, eta: 2 days, 15:11:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2596, top5_acc: 0.4867, loss_cls: 3.6137, loss: 3.6137, grad_norm: 0.9634 2020-10-04 02:08:52,243 - mmaction - INFO - Epoch [31][620/999] lr: 5.799e-01, eta: 2 days, 15:11:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5077, loss_cls: 3.5542, loss: 3.5542, grad_norm: 0.9847 2020-10-04 02:09:12,263 - mmaction - INFO - Epoch [31][640/999] lr: 5.799e-01, eta: 2 days, 15:10:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4954, loss_cls: 3.5784, loss: 3.5784, grad_norm: 0.9791 2020-10-04 02:09:32,149 - mmaction - INFO - Epoch [31][660/999] lr: 5.799e-01, eta: 2 days, 15:10:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5083, loss_cls: 3.5549, loss: 3.5549, grad_norm: 0.9653 2020-10-04 02:09:52,071 - mmaction - INFO - Epoch [31][680/999] lr: 5.799e-01, eta: 2 days, 15:10:05, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5029, loss_cls: 3.5576, loss: 3.5576, grad_norm: 0.9799 2020-10-04 02:10:11,908 - mmaction - INFO - Epoch [31][700/999] lr: 5.799e-01, eta: 2 days, 15:09:42, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2565, top5_acc: 0.4980, loss_cls: 3.5556, loss: 3.5556, grad_norm: 0.9869 2020-10-04 02:10:31,896 - mmaction - INFO - Epoch [31][720/999] lr: 5.799e-01, eta: 2 days, 15:09:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5042, loss_cls: 3.5552, loss: 3.5552, grad_norm: 0.9763 2020-10-04 02:10:51,777 - mmaction - INFO - Epoch [31][740/999] lr: 5.799e-01, eta: 2 days, 15:08:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5043, loss_cls: 3.5505, loss: 3.5505, grad_norm: 0.9755 2020-10-04 02:11:11,727 - mmaction - INFO - Epoch [31][760/999] lr: 5.799e-01, eta: 2 days, 15:08:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5049, loss_cls: 3.5698, loss: 3.5698, grad_norm: 0.9758 2020-10-04 02:11:31,802 - mmaction - INFO - Epoch [31][780/999] lr: 5.799e-01, eta: 2 days, 15:08:14, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2612, top5_acc: 0.5033, loss_cls: 3.5404, loss: 3.5404, grad_norm: 0.9737 2020-10-04 02:11:51,704 - mmaction - INFO - Epoch [31][800/999] lr: 5.799e-01, eta: 2 days, 15:07:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2664, top5_acc: 0.5025, loss_cls: 3.5423, loss: 3.5423, grad_norm: 0.9732 2020-10-04 02:12:11,703 - mmaction - INFO - Epoch [31][820/999] lr: 5.799e-01, eta: 2 days, 15:07:30, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5014, loss_cls: 3.5673, loss: 3.5673, grad_norm: 0.9775 2020-10-04 02:12:31,632 - mmaction - INFO - Epoch [31][840/999] lr: 5.799e-01, eta: 2 days, 15:07:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2633, top5_acc: 0.5007, loss_cls: 3.5604, loss: 3.5604, grad_norm: 0.9848 2020-10-04 02:12:51,601 - mmaction - INFO - Epoch [31][860/999] lr: 5.799e-01, eta: 2 days, 15:06:46, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2569, top5_acc: 0.5017, loss_cls: 3.5900, loss: 3.5900, grad_norm: 0.9580 2020-10-04 02:13:11,593 - mmaction - INFO - Epoch [31][880/999] lr: 5.799e-01, eta: 2 days, 15:06:24, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.2594, top5_acc: 0.4896, loss_cls: 3.5922, loss: 3.5922, grad_norm: 0.9564 2020-10-04 02:13:31,548 - mmaction - INFO - Epoch [31][900/999] lr: 5.799e-01, eta: 2 days, 15:06:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2645, top5_acc: 0.5062, loss_cls: 3.5379, loss: 3.5379, grad_norm: 0.9871 2020-10-04 02:13:51,443 - mmaction - INFO - Epoch [31][920/999] lr: 5.799e-01, eta: 2 days, 15:05:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5116, loss_cls: 3.5264, loss: 3.5264, grad_norm: 0.9727 2020-10-04 02:14:11,357 - mmaction - INFO - Epoch [31][940/999] lr: 5.799e-01, eta: 2 days, 15:05:17, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5077, loss_cls: 3.5348, loss: 3.5348, grad_norm: 0.9706 2020-10-04 02:14:31,337 - mmaction - INFO - Epoch [31][960/999] lr: 5.799e-01, eta: 2 days, 15:04:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2625, top5_acc: 0.4990, loss_cls: 3.5801, loss: 3.5801, grad_norm: 0.9803 2020-10-04 02:14:51,248 - mmaction - INFO - Epoch [31][980/999] lr: 5.799e-01, eta: 2 days, 15:04:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5160, loss_cls: 3.5141, loss: 3.5141, grad_norm: 0.9743 2020-10-04 02:16:11,518 - mmaction - INFO - Epoch [32][20/999] lr: 5.786e-01, eta: 2 days, 15:06:18, time: 2.968, data_time: 1.928, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5085, loss_cls: 3.5309, loss: 3.5309, grad_norm: 0.9813 2020-10-04 02:16:31,248 - mmaction - INFO - Epoch [32][40/999] lr: 5.786e-01, eta: 2 days, 15:05:55, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5117, loss_cls: 3.5184, loss: 3.5184, grad_norm: 0.9788 2020-10-04 02:16:51,130 - mmaction - INFO - Epoch [32][60/999] lr: 5.786e-01, eta: 2 days, 15:05:32, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2668, top5_acc: 0.4997, loss_cls: 3.5586, loss: 3.5586, grad_norm: 0.9846 2020-10-04 02:17:11,016 - mmaction - INFO - Epoch [32][80/999] lr: 5.786e-01, eta: 2 days, 15:05:09, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5107, loss_cls: 3.5142, loss: 3.5142, grad_norm: 0.9696 2020-10-04 02:17:31,046 - mmaction - INFO - Epoch [32][100/999] lr: 5.786e-01, eta: 2 days, 15:04:48, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2639, top5_acc: 0.5004, loss_cls: 3.5678, loss: 3.5678, grad_norm: 0.9716 2020-10-04 02:17:50,920 - mmaction - INFO - Epoch [32][120/999] lr: 5.786e-01, eta: 2 days, 15:04:25, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5077, loss_cls: 3.5335, loss: 3.5335, grad_norm: 0.9766 2020-10-04 02:18:10,791 - mmaction - INFO - Epoch [32][140/999] lr: 5.786e-01, eta: 2 days, 15:04:02, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5128, loss_cls: 3.5038, loss: 3.5038, grad_norm: 0.9811 2020-10-04 02:18:30,691 - mmaction - INFO - Epoch [32][160/999] lr: 5.786e-01, eta: 2 days, 15:03:40, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5168, loss_cls: 3.5056, loss: 3.5056, grad_norm: 0.9904 2020-10-04 02:18:50,581 - mmaction - INFO - Epoch [32][180/999] lr: 5.786e-01, eta: 2 days, 15:03:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2607, top5_acc: 0.4999, loss_cls: 3.5773, loss: 3.5773, grad_norm: 0.9691 2020-10-04 02:19:10,552 - mmaction - INFO - Epoch [32][200/999] lr: 5.786e-01, eta: 2 days, 15:02:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5134, loss_cls: 3.5260, loss: 3.5260, grad_norm: 0.9780 2020-10-04 02:19:30,473 - mmaction - INFO - Epoch [32][220/999] lr: 5.786e-01, eta: 2 days, 15:02:33, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2672, top5_acc: 0.5109, loss_cls: 3.5279, loss: 3.5279, grad_norm: 0.9827 2020-10-04 02:19:50,392 - mmaction - INFO - Epoch [32][240/999] lr: 5.786e-01, eta: 2 days, 15:02:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5212, loss_cls: 3.4847, loss: 3.4847, grad_norm: 0.9793 2020-10-04 02:20:10,305 - mmaction - INFO - Epoch [32][260/999] lr: 5.786e-01, eta: 2 days, 15:01:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2629, top5_acc: 0.5070, loss_cls: 3.5208, loss: 3.5208, grad_norm: 0.9893 2020-10-04 02:20:30,243 - mmaction - INFO - Epoch [32][280/999] lr: 5.786e-01, eta: 2 days, 15:01:26, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5077, loss_cls: 3.5132, loss: 3.5132, grad_norm: 0.9783 2020-10-04 02:20:50,334 - mmaction - INFO - Epoch [32][300/999] lr: 5.786e-01, eta: 2 days, 15:01:05, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.2630, top5_acc: 0.5030, loss_cls: 3.5449, loss: 3.5449, grad_norm: 0.9770 2020-10-04 02:21:10,296 - mmaction - INFO - Epoch [32][320/999] lr: 5.786e-01, eta: 2 days, 15:00:43, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5104, loss_cls: 3.5303, loss: 3.5303, grad_norm: 0.9830 2020-10-04 02:21:30,176 - mmaction - INFO - Epoch [32][340/999] lr: 5.786e-01, eta: 2 days, 15:00:20, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.4999, loss_cls: 3.5628, loss: 3.5628, grad_norm: 0.9667 2020-10-04 02:21:50,080 - mmaction - INFO - Epoch [32][360/999] lr: 5.786e-01, eta: 2 days, 14:59:58, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5064, loss_cls: 3.5178, loss: 3.5178, grad_norm: 0.9921 2020-10-04 02:22:10,049 - mmaction - INFO - Epoch [32][380/999] lr: 5.786e-01, eta: 2 days, 14:59:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2523, top5_acc: 0.4947, loss_cls: 3.6041, loss: 3.6041, grad_norm: 0.9835 2020-10-04 02:22:30,038 - mmaction - INFO - Epoch [32][400/999] lr: 5.786e-01, eta: 2 days, 14:59:14, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5031, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9863 2020-10-04 02:22:50,012 - mmaction - INFO - Epoch [32][420/999] lr: 5.786e-01, eta: 2 days, 14:58:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2641, top5_acc: 0.4987, loss_cls: 3.5677, loss: 3.5677, grad_norm: 0.9656 2020-10-04 02:23:10,090 - mmaction - INFO - Epoch [32][440/999] lr: 5.786e-01, eta: 2 days, 14:58:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5027, loss_cls: 3.5466, loss: 3.5466, grad_norm: 0.9661 2020-10-04 02:23:30,073 - mmaction - INFO - Epoch [32][460/999] lr: 5.786e-01, eta: 2 days, 14:58:09, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2678, top5_acc: 0.5124, loss_cls: 3.4960, loss: 3.4960, grad_norm: 0.9768 2020-10-04 02:23:49,982 - mmaction - INFO - Epoch [32][480/999] lr: 5.786e-01, eta: 2 days, 14:57:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5073, loss_cls: 3.5145, loss: 3.5145, grad_norm: 0.9777 2020-10-04 02:24:09,958 - mmaction - INFO - Epoch [32][500/999] lr: 5.786e-01, eta: 2 days, 14:57:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5135, loss_cls: 3.5175, loss: 3.5175, grad_norm: 0.9925 2020-10-04 02:24:29,923 - mmaction - INFO - Epoch [32][520/999] lr: 5.786e-01, eta: 2 days, 14:57:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5100, loss_cls: 3.5202, loss: 3.5202, grad_norm: 0.9611 2020-10-04 02:24:49,778 - mmaction - INFO - Epoch [32][540/999] lr: 5.786e-01, eta: 2 days, 14:56:40, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5044, loss_cls: 3.5539, loss: 3.5539, grad_norm: 0.9729 2020-10-04 02:25:09,747 - mmaction - INFO - Epoch [32][560/999] lr: 5.786e-01, eta: 2 days, 14:56:18, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5026, loss_cls: 3.5340, loss: 3.5340, grad_norm: 0.9740 2020-10-04 02:25:29,634 - mmaction - INFO - Epoch [32][580/999] lr: 5.786e-01, eta: 2 days, 14:55:56, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2671, top5_acc: 0.4965, loss_cls: 3.5658, loss: 3.5658, grad_norm: 0.9864 2020-10-04 02:25:49,565 - mmaction - INFO - Epoch [32][600/999] lr: 5.786e-01, eta: 2 days, 14:55:34, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5004, loss_cls: 3.5638, loss: 3.5638, grad_norm: 0.9822 2020-10-04 02:26:09,481 - mmaction - INFO - Epoch [32][620/999] lr: 5.786e-01, eta: 2 days, 14:55:11, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5057, loss_cls: 3.5573, loss: 3.5573, grad_norm: 0.9845 2020-10-04 02:26:29,431 - mmaction - INFO - Epoch [32][640/999] lr: 5.786e-01, eta: 2 days, 14:54:49, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2579, top5_acc: 0.5018, loss_cls: 3.5872, loss: 3.5872, grad_norm: 0.9730 2020-10-04 02:26:49,397 - mmaction - INFO - Epoch [32][660/999] lr: 5.786e-01, eta: 2 days, 14:54:27, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2616, top5_acc: 0.5060, loss_cls: 3.5547, loss: 3.5547, grad_norm: 0.9815 2020-10-04 02:27:09,332 - mmaction - INFO - Epoch [32][680/999] lr: 5.786e-01, eta: 2 days, 14:54:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4924, loss_cls: 3.5817, loss: 3.5817, grad_norm: 0.9678 2020-10-04 02:27:29,337 - mmaction - INFO - Epoch [32][700/999] lr: 5.786e-01, eta: 2 days, 14:53:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5065, loss_cls: 3.5463, loss: 3.5463, grad_norm: 0.9708 2020-10-04 02:27:49,224 - mmaction - INFO - Epoch [32][720/999] lr: 5.786e-01, eta: 2 days, 14:53:21, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2624, top5_acc: 0.5043, loss_cls: 3.6009, loss: 3.6009, grad_norm: 0.9495 2020-10-04 02:28:09,161 - mmaction - INFO - Epoch [32][740/999] lr: 5.786e-01, eta: 2 days, 14:52:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5059, loss_cls: 3.5284, loss: 3.5284, grad_norm: 0.9681 2020-10-04 02:28:29,127 - mmaction - INFO - Epoch [32][760/999] lr: 5.786e-01, eta: 2 days, 14:52:37, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5103, loss_cls: 3.5357, loss: 3.5357, grad_norm: 0.9704 2020-10-04 02:28:49,069 - mmaction - INFO - Epoch [32][780/999] lr: 5.786e-01, eta: 2 days, 14:52:15, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2613, top5_acc: 0.5109, loss_cls: 3.5312, loss: 3.5312, grad_norm: 0.9861 2020-10-04 02:29:09,028 - mmaction - INFO - Epoch [32][800/999] lr: 5.786e-01, eta: 2 days, 14:51:53, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2587, top5_acc: 0.4921, loss_cls: 3.5907, loss: 3.5907, grad_norm: 0.9661 2020-10-04 02:29:28,999 - mmaction - INFO - Epoch [32][820/999] lr: 5.786e-01, eta: 2 days, 14:51:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2546, top5_acc: 0.5031, loss_cls: 3.5764, loss: 3.5764, grad_norm: 0.9917 2020-10-04 02:29:48,985 - mmaction - INFO - Epoch [32][840/999] lr: 5.786e-01, eta: 2 days, 14:51:09, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5049, loss_cls: 3.5630, loss: 3.5630, grad_norm: 0.9771 2020-10-04 02:30:08,971 - mmaction - INFO - Epoch [32][860/999] lr: 5.786e-01, eta: 2 days, 14:50:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2624, top5_acc: 0.5072, loss_cls: 3.5485, loss: 3.5485, grad_norm: 0.9770 2020-10-04 02:30:29,803 - mmaction - INFO - Epoch [32][880/999] lr: 5.786e-01, eta: 2 days, 14:50:32, time: 1.042, data_time: 0.003, memory: 8478, top1_acc: 0.2648, top5_acc: 0.5035, loss_cls: 3.5517, loss: 3.5517, grad_norm: 0.9704 2020-10-04 02:30:49,688 - mmaction - INFO - Epoch [32][900/999] lr: 5.786e-01, eta: 2 days, 14:50:09, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2667, top5_acc: 0.4983, loss_cls: 3.5772, loss: 3.5772, grad_norm: 0.9906 2020-10-04 02:31:09,658 - mmaction - INFO - Epoch [32][920/999] lr: 5.786e-01, eta: 2 days, 14:49:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5065, loss_cls: 3.5449, loss: 3.5449, grad_norm: 0.9684 2020-10-04 02:31:29,628 - mmaction - INFO - Epoch [32][940/999] lr: 5.786e-01, eta: 2 days, 14:49:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2620, top5_acc: 0.4988, loss_cls: 3.5663, loss: 3.5663, grad_norm: 0.9874 2020-10-04 02:31:49,522 - mmaction - INFO - Epoch [32][960/999] lr: 5.786e-01, eta: 2 days, 14:49:03, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2624, top5_acc: 0.5048, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9722 2020-10-04 02:32:09,529 - mmaction - INFO - Epoch [32][980/999] lr: 5.786e-01, eta: 2 days, 14:48:41, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2654, top5_acc: 0.5013, loss_cls: 3.5601, loss: 3.5601, grad_norm: 0.9683 2020-10-04 02:32:28,761 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-04 02:33:41,134 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 02:33:42,754 - mmaction - INFO - top1_acc 0.3146 top5_acc 0.5905 2020-10-04 02:33:42,755 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 02:33:42,843 - mmaction - INFO - mean_acc 0.3135 2020-10-04 02:33:42,843 - mmaction - INFO - Now best checkpoint is epoch_32.pth 2020-10-04 02:33:42,867 - mmaction - INFO - Epoch(val) [32][999] top1_acc: 0.3146, top5_acc: 0.5905, mean_class_accuracy: 0.3135 2020-10-04 02:34:29,960 - mmaction - INFO - Epoch [33][20/999] lr: 5.772e-01, eta: 2 days, 14:48:55, time: 2.353, data_time: 1.337, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5001, loss_cls: 3.5527, loss: 3.5527, grad_norm: 0.9936 2020-10-04 02:34:49,651 - mmaction - INFO - Epoch [33][40/999] lr: 5.772e-01, eta: 2 days, 14:48:31, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5104, loss_cls: 3.5309, loss: 3.5309, grad_norm: 0.9850 2020-10-04 02:35:09,328 - mmaction - INFO - Epoch [33][60/999] lr: 5.772e-01, eta: 2 days, 14:48:07, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2576, top5_acc: 0.4962, loss_cls: 3.5845, loss: 3.5845, grad_norm: 0.9867 2020-10-04 02:35:29,156 - mmaction - INFO - Epoch [33][80/999] lr: 5.772e-01, eta: 2 days, 14:47:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5085, loss_cls: 3.5191, loss: 3.5191, grad_norm: 0.9943 2020-10-04 02:35:49,131 - mmaction - INFO - Epoch [33][100/999] lr: 5.772e-01, eta: 2 days, 14:47:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5132, loss_cls: 3.5298, loss: 3.5298, grad_norm: 0.9769 2020-10-04 02:36:09,063 - mmaction - INFO - Epoch [33][120/999] lr: 5.772e-01, eta: 2 days, 14:47:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5174, loss_cls: 3.5115, loss: 3.5115, grad_norm: 0.9771 2020-10-04 02:36:28,996 - mmaction - INFO - Epoch [33][140/999] lr: 5.772e-01, eta: 2 days, 14:46:38, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5182, loss_cls: 3.5079, loss: 3.5079, grad_norm: 0.9654 2020-10-04 02:36:48,954 - mmaction - INFO - Epoch [33][160/999] lr: 5.772e-01, eta: 2 days, 14:46:16, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2645, top5_acc: 0.5077, loss_cls: 3.5360, loss: 3.5360, grad_norm: 0.9636 2020-10-04 02:37:08,918 - mmaction - INFO - Epoch [33][180/999] lr: 5.772e-01, eta: 2 days, 14:45:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5191, loss_cls: 3.4943, loss: 3.4943, grad_norm: 0.9752 2020-10-04 02:37:28,837 - mmaction - INFO - Epoch [33][200/999] lr: 5.772e-01, eta: 2 days, 14:45:32, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.5094, loss_cls: 3.5304, loss: 3.5304, grad_norm: 0.9981 2020-10-04 02:37:48,809 - mmaction - INFO - Epoch [33][220/999] lr: 5.772e-01, eta: 2 days, 14:45:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5023, loss_cls: 3.5430, loss: 3.5430, grad_norm: 0.9877 2020-10-04 02:38:08,787 - mmaction - INFO - Epoch [33][240/999] lr: 5.772e-01, eta: 2 days, 14:44:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2600, top5_acc: 0.4966, loss_cls: 3.5972, loss: 3.5972, grad_norm: 0.9790 2020-10-04 02:38:28,779 - mmaction - INFO - Epoch [33][260/999] lr: 5.772e-01, eta: 2 days, 14:44:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5020, loss_cls: 3.5473, loss: 3.5473, grad_norm: 0.9659 2020-10-04 02:38:48,744 - mmaction - INFO - Epoch [33][280/999] lr: 5.772e-01, eta: 2 days, 14:44:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2704, top5_acc: 0.5121, loss_cls: 3.5372, loss: 3.5372, grad_norm: 0.9680 2020-10-04 02:39:08,744 - mmaction - INFO - Epoch [33][300/999] lr: 5.772e-01, eta: 2 days, 14:43:43, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2643, top5_acc: 0.4991, loss_cls: 3.5796, loss: 3.5796, grad_norm: 0.9691 2020-10-04 02:39:28,673 - mmaction - INFO - Epoch [33][320/999] lr: 5.772e-01, eta: 2 days, 14:43:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2629, top5_acc: 0.4949, loss_cls: 3.5789, loss: 3.5789, grad_norm: 0.9587 2020-10-04 02:39:48,708 - mmaction - INFO - Epoch [33][340/999] lr: 5.772e-01, eta: 2 days, 14:43:00, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5042, loss_cls: 3.5542, loss: 3.5542, grad_norm: 0.9845 2020-10-04 02:40:08,689 - mmaction - INFO - Epoch [33][360/999] lr: 5.772e-01, eta: 2 days, 14:42:38, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5113, loss_cls: 3.5008, loss: 3.5008, grad_norm: 0.9903 2020-10-04 02:40:28,798 - mmaction - INFO - Epoch [33][380/999] lr: 5.772e-01, eta: 2 days, 14:42:17, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5120, loss_cls: 3.5351, loss: 3.5351, grad_norm: 0.9855 2020-10-04 02:40:48,744 - mmaction - INFO - Epoch [33][400/999] lr: 5.772e-01, eta: 2 days, 14:41:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2648, top5_acc: 0.4978, loss_cls: 3.5641, loss: 3.5641, grad_norm: 0.9686 2020-10-04 02:41:08,760 - mmaction - INFO - Epoch [33][420/999] lr: 5.772e-01, eta: 2 days, 14:41:33, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2680, top5_acc: 0.5040, loss_cls: 3.5661, loss: 3.5661, grad_norm: 0.9645 2020-10-04 02:41:28,785 - mmaction - INFO - Epoch [33][440/999] lr: 5.772e-01, eta: 2 days, 14:41:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2678, top5_acc: 0.5025, loss_cls: 3.5537, loss: 3.5537, grad_norm: 0.9817 2020-10-04 02:41:48,774 - mmaction - INFO - Epoch [33][460/999] lr: 5.772e-01, eta: 2 days, 14:40:50, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5072, loss_cls: 3.5562, loss: 3.5562, grad_norm: 0.9955 2020-10-04 02:42:08,664 - mmaction - INFO - Epoch [33][480/999] lr: 5.772e-01, eta: 2 days, 14:40:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2616, top5_acc: 0.5042, loss_cls: 3.5551, loss: 3.5551, grad_norm: 0.9707 2020-10-04 02:42:28,713 - mmaction - INFO - Epoch [33][500/999] lr: 5.772e-01, eta: 2 days, 14:40:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2596, top5_acc: 0.4991, loss_cls: 3.5664, loss: 3.5664, grad_norm: 0.9728 2020-10-04 02:42:48,627 - mmaction - INFO - Epoch [33][520/999] lr: 5.772e-01, eta: 2 days, 14:39:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5072, loss_cls: 3.5254, loss: 3.5254, grad_norm: 0.9857 2020-10-04 02:43:08,583 - mmaction - INFO - Epoch [33][540/999] lr: 5.772e-01, eta: 2 days, 14:39:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5018, loss_cls: 3.5724, loss: 3.5724, grad_norm: 0.9841 2020-10-04 02:43:28,497 - mmaction - INFO - Epoch [33][560/999] lr: 5.772e-01, eta: 2 days, 14:39:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5060, loss_cls: 3.5735, loss: 3.5735, grad_norm: 0.9737 2020-10-04 02:43:48,497 - mmaction - INFO - Epoch [33][580/999] lr: 5.772e-01, eta: 2 days, 14:38:38, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5089, loss_cls: 3.5602, loss: 3.5602, grad_norm: 0.9777 2020-10-04 02:44:08,455 - mmaction - INFO - Epoch [33][600/999] lr: 5.772e-01, eta: 2 days, 14:38:16, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5014, loss_cls: 3.5524, loss: 3.5524, grad_norm: 0.9715 2020-10-04 02:44:28,497 - mmaction - INFO - Epoch [33][620/999] lr: 5.772e-01, eta: 2 days, 14:37:55, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2664, top5_acc: 0.5060, loss_cls: 3.5511, loss: 3.5511, grad_norm: 0.9856 2020-10-04 02:44:48,568 - mmaction - INFO - Epoch [33][640/999] lr: 5.772e-01, eta: 2 days, 14:37:34, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.2629, top5_acc: 0.4980, loss_cls: 3.5889, loss: 3.5889, grad_norm: 0.9679 2020-10-04 02:45:08,573 - mmaction - INFO - Epoch [33][660/999] lr: 5.772e-01, eta: 2 days, 14:37:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2639, top5_acc: 0.5077, loss_cls: 3.5482, loss: 3.5482, grad_norm: 0.9723 2020-10-04 02:45:28,613 - mmaction - INFO - Epoch [33][680/999] lr: 5.772e-01, eta: 2 days, 14:36:51, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5099, loss_cls: 3.5332, loss: 3.5332, grad_norm: 0.9775 2020-10-04 02:45:48,535 - mmaction - INFO - Epoch [33][700/999] lr: 5.772e-01, eta: 2 days, 14:36:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.4970, loss_cls: 3.5449, loss: 3.5449, grad_norm: 0.9716 2020-10-04 02:46:08,562 - mmaction - INFO - Epoch [33][720/999] lr: 5.772e-01, eta: 2 days, 14:36:07, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2608, top5_acc: 0.5001, loss_cls: 3.5494, loss: 3.5494, grad_norm: 0.9648 2020-10-04 02:46:28,458 - mmaction - INFO - Epoch [33][740/999] lr: 5.772e-01, eta: 2 days, 14:35:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5102, loss_cls: 3.5317, loss: 3.5317, grad_norm: 0.9922 2020-10-04 02:46:48,399 - mmaction - INFO - Epoch [33][760/999] lr: 5.772e-01, eta: 2 days, 14:35:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5010, loss_cls: 3.5512, loss: 3.5512, grad_norm: 0.9809 2020-10-04 02:47:08,298 - mmaction - INFO - Epoch [33][780/999] lr: 5.772e-01, eta: 2 days, 14:35:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5018, loss_cls: 3.5624, loss: 3.5624, grad_norm: 0.9832 2020-10-04 02:47:28,243 - mmaction - INFO - Epoch [33][800/999] lr: 5.772e-01, eta: 2 days, 14:34:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2672, top5_acc: 0.5000, loss_cls: 3.5802, loss: 3.5802, grad_norm: 0.9910 2020-10-04 02:47:48,274 - mmaction - INFO - Epoch [33][820/999] lr: 5.772e-01, eta: 2 days, 14:34:17, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2582, top5_acc: 0.4964, loss_cls: 3.5792, loss: 3.5792, grad_norm: 0.9643 2020-10-04 02:48:08,163 - mmaction - INFO - Epoch [33][840/999] lr: 5.772e-01, eta: 2 days, 14:33:55, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2613, top5_acc: 0.4969, loss_cls: 3.5707, loss: 3.5707, grad_norm: 0.9779 2020-10-04 02:48:28,084 - mmaction - INFO - Epoch [33][860/999] lr: 5.772e-01, eta: 2 days, 14:33:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2573, top5_acc: 0.5022, loss_cls: 3.5618, loss: 3.5618, grad_norm: 0.9794 2020-10-04 02:48:47,999 - mmaction - INFO - Epoch [33][880/999] lr: 5.772e-01, eta: 2 days, 14:33:11, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5038, loss_cls: 3.5710, loss: 3.5710, grad_norm: 0.9815 2020-10-04 02:49:07,995 - mmaction - INFO - Epoch [33][900/999] lr: 5.772e-01, eta: 2 days, 14:32:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5044, loss_cls: 3.5577, loss: 3.5577, grad_norm: 0.9794 2020-10-04 02:49:27,950 - mmaction - INFO - Epoch [33][920/999] lr: 5.772e-01, eta: 2 days, 14:32:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2592, top5_acc: 0.4956, loss_cls: 3.5854, loss: 3.5854, grad_norm: 0.9722 2020-10-04 02:49:47,997 - mmaction - INFO - Epoch [33][940/999] lr: 5.772e-01, eta: 2 days, 14:32:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2590, top5_acc: 0.5082, loss_cls: 3.5451, loss: 3.5451, grad_norm: 0.9601 2020-10-04 02:50:07,927 - mmaction - INFO - Epoch [33][960/999] lr: 5.772e-01, eta: 2 days, 14:31:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5147, loss_cls: 3.5262, loss: 3.5262, grad_norm: 0.9788 2020-10-04 02:50:27,981 - mmaction - INFO - Epoch [33][980/999] lr: 5.772e-01, eta: 2 days, 14:31:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5034, loss_cls: 3.5516, loss: 3.5516, grad_norm: 0.9681 2020-10-04 02:51:36,586 - mmaction - INFO - Epoch [34][20/999] lr: 5.757e-01, eta: 2 days, 14:31:51, time: 2.474, data_time: 1.246, memory: 8478, top1_acc: 0.2645, top5_acc: 0.5055, loss_cls: 3.5417, loss: 3.5417, grad_norm: 0.9884 2020-10-04 02:51:56,199 - mmaction - INFO - Epoch [34][40/999] lr: 5.757e-01, eta: 2 days, 14:31:27, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5091, loss_cls: 3.5312, loss: 3.5312, grad_norm: 0.9662 2020-10-04 02:52:15,998 - mmaction - INFO - Epoch [34][60/999] lr: 5.757e-01, eta: 2 days, 14:31:04, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5065, loss_cls: 3.5400, loss: 3.5400, grad_norm: 0.9893 2020-10-04 02:52:35,935 - mmaction - INFO - Epoch [34][80/999] lr: 5.757e-01, eta: 2 days, 14:30:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2607, top5_acc: 0.4965, loss_cls: 3.5877, loss: 3.5877, grad_norm: 0.9762 2020-10-04 02:52:55,892 - mmaction - INFO - Epoch [34][100/999] lr: 5.757e-01, eta: 2 days, 14:30:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5207, loss_cls: 3.4935, loss: 3.4935, grad_norm: 0.9698 2020-10-04 02:53:15,804 - mmaction - INFO - Epoch [34][120/999] lr: 5.757e-01, eta: 2 days, 14:29:58, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5034, loss_cls: 3.5582, loss: 3.5582, grad_norm: 0.9880 2020-10-04 02:53:35,756 - mmaction - INFO - Epoch [34][140/999] lr: 5.757e-01, eta: 2 days, 14:29:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2693, top5_acc: 0.5031, loss_cls: 3.5418, loss: 3.5418, grad_norm: 0.9869 2020-10-04 02:53:55,720 - mmaction - INFO - Epoch [34][160/999] lr: 5.757e-01, eta: 2 days, 14:29:14, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5098, loss_cls: 3.5170, loss: 3.5170, grad_norm: 0.9756 2020-10-04 02:54:15,652 - mmaction - INFO - Epoch [34][180/999] lr: 5.757e-01, eta: 2 days, 14:28:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2637, top5_acc: 0.5010, loss_cls: 3.5663, loss: 3.5663, grad_norm: 1.0151 2020-10-04 02:54:35,593 - mmaction - INFO - Epoch [34][200/999] lr: 5.757e-01, eta: 2 days, 14:28:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2566, top5_acc: 0.4941, loss_cls: 3.5842, loss: 3.5842, grad_norm: 0.9702 2020-10-04 02:54:55,556 - mmaction - INFO - Epoch [34][220/999] lr: 5.757e-01, eta: 2 days, 14:28:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2616, top5_acc: 0.5049, loss_cls: 3.5533, loss: 3.5533, grad_norm: 0.9730 2020-10-04 02:55:15,472 - mmaction - INFO - Epoch [34][240/999] lr: 5.757e-01, eta: 2 days, 14:27:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5051, loss_cls: 3.5177, loss: 3.5177, grad_norm: 0.9789 2020-10-04 02:55:35,338 - mmaction - INFO - Epoch [34][260/999] lr: 5.757e-01, eta: 2 days, 14:27:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2559, top5_acc: 0.4970, loss_cls: 3.5820, loss: 3.5820, grad_norm: 0.9824 2020-10-04 02:55:55,269 - mmaction - INFO - Epoch [34][280/999] lr: 5.757e-01, eta: 2 days, 14:27:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5091, loss_cls: 3.5255, loss: 3.5255, grad_norm: 0.9783 2020-10-04 02:56:15,178 - mmaction - INFO - Epoch [34][300/999] lr: 5.757e-01, eta: 2 days, 14:26:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5125, loss_cls: 3.5079, loss: 3.5079, grad_norm: 0.9948 2020-10-04 02:56:35,168 - mmaction - INFO - Epoch [34][320/999] lr: 5.757e-01, eta: 2 days, 14:26:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2672, top5_acc: 0.5012, loss_cls: 3.5576, loss: 3.5576, grad_norm: 1.0000 2020-10-04 02:56:55,213 - mmaction - INFO - Epoch [34][340/999] lr: 5.757e-01, eta: 2 days, 14:25:56, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5059, loss_cls: 3.5169, loss: 3.5169, grad_norm: 0.9766 2020-10-04 02:57:15,274 - mmaction - INFO - Epoch [34][360/999] lr: 5.757e-01, eta: 2 days, 14:25:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5102, loss_cls: 3.5215, loss: 3.5215, grad_norm: 0.9796 2020-10-04 02:57:35,292 - mmaction - INFO - Epoch [34][380/999] lr: 5.757e-01, eta: 2 days, 14:25:13, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5062, loss_cls: 3.5201, loss: 3.5201, grad_norm: 0.9844 2020-10-04 02:57:55,242 - mmaction - INFO - Epoch [34][400/999] lr: 5.757e-01, eta: 2 days, 14:24:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2704, top5_acc: 0.5141, loss_cls: 3.5181, loss: 3.5181, grad_norm: 0.9779 2020-10-04 02:58:15,097 - mmaction - INFO - Epoch [34][420/999] lr: 5.757e-01, eta: 2 days, 14:24:29, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2624, top5_acc: 0.5040, loss_cls: 3.5508, loss: 3.5508, grad_norm: 0.9744 2020-10-04 02:58:35,099 - mmaction - INFO - Epoch [34][440/999] lr: 5.757e-01, eta: 2 days, 14:24:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2629, top5_acc: 0.5052, loss_cls: 3.5470, loss: 3.5470, grad_norm: 0.9742 2020-10-04 02:58:55,056 - mmaction - INFO - Epoch [34][460/999] lr: 5.757e-01, eta: 2 days, 14:23:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5036, loss_cls: 3.5431, loss: 3.5431, grad_norm: 0.9839 2020-10-04 02:59:15,121 - mmaction - INFO - Epoch [34][480/999] lr: 5.757e-01, eta: 2 days, 14:23:24, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2651, top5_acc: 0.4956, loss_cls: 3.5628, loss: 3.5628, grad_norm: 1.0067 2020-10-04 02:59:34,960 - mmaction - INFO - Epoch [34][500/999] lr: 5.757e-01, eta: 2 days, 14:23:02, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2595, top5_acc: 0.5000, loss_cls: 3.5463, loss: 3.5463, grad_norm: 0.9720 2020-10-04 02:59:54,895 - mmaction - INFO - Epoch [34][520/999] lr: 5.757e-01, eta: 2 days, 14:22:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2658, top5_acc: 0.5115, loss_cls: 3.5361, loss: 3.5361, grad_norm: 0.9888 2020-10-04 03:00:17,065 - mmaction - INFO - Epoch [34][540/999] lr: 5.757e-01, eta: 2 days, 14:22:32, time: 1.108, data_time: 0.002, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5135, loss_cls: 3.5180, loss: 3.5180, grad_norm: 0.9766 2020-10-04 03:00:37,005 - mmaction - INFO - Epoch [34][560/999] lr: 5.757e-01, eta: 2 days, 14:22:10, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5044, loss_cls: 3.5467, loss: 3.5467, grad_norm: 0.9821 2020-10-04 03:00:56,943 - mmaction - INFO - Epoch [34][580/999] lr: 5.757e-01, eta: 2 days, 14:21:48, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5044, loss_cls: 3.5389, loss: 3.5389, grad_norm: 0.9763 2020-10-04 03:01:16,965 - mmaction - INFO - Epoch [34][600/999] lr: 5.757e-01, eta: 2 days, 14:21:27, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5052, loss_cls: 3.5354, loss: 3.5354, grad_norm: 0.9863 2020-10-04 03:01:36,900 - mmaction - INFO - Epoch [34][620/999] lr: 5.757e-01, eta: 2 days, 14:21:05, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5017, loss_cls: 3.5471, loss: 3.5471, grad_norm: 0.9815 2020-10-04 03:01:56,876 - mmaction - INFO - Epoch [34][640/999] lr: 5.757e-01, eta: 2 days, 14:20:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5055, loss_cls: 3.5313, loss: 3.5313, grad_norm: 0.9986 2020-10-04 03:02:16,810 - mmaction - INFO - Epoch [34][660/999] lr: 5.757e-01, eta: 2 days, 14:20:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5056, loss_cls: 3.5494, loss: 3.5494, grad_norm: 0.9872 2020-10-04 03:02:36,740 - mmaction - INFO - Epoch [34][680/999] lr: 5.757e-01, eta: 2 days, 14:19:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5025, loss_cls: 3.5486, loss: 3.5486, grad_norm: 0.9799 2020-10-04 03:02:56,807 - mmaction - INFO - Epoch [34][700/999] lr: 5.757e-01, eta: 2 days, 14:19:38, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5103, loss_cls: 3.5323, loss: 3.5323, grad_norm: 0.9919 2020-10-04 03:03:16,755 - mmaction - INFO - Epoch [34][720/999] lr: 5.757e-01, eta: 2 days, 14:19:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5022, loss_cls: 3.5526, loss: 3.5526, grad_norm: 0.9699 2020-10-04 03:03:36,743 - mmaction - INFO - Epoch [34][740/999] lr: 5.757e-01, eta: 2 days, 14:18:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5087, loss_cls: 3.5071, loss: 3.5071, grad_norm: 0.9750 2020-10-04 03:03:56,670 - mmaction - INFO - Epoch [34][760/999] lr: 5.757e-01, eta: 2 days, 14:18:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5125, loss_cls: 3.5214, loss: 3.5214, grad_norm: 0.9782 2020-10-04 03:04:16,566 - mmaction - INFO - Epoch [34][780/999] lr: 5.757e-01, eta: 2 days, 14:18:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2608, top5_acc: 0.4943, loss_cls: 3.5908, loss: 3.5908, grad_norm: 0.9737 2020-10-04 03:04:36,538 - mmaction - INFO - Epoch [34][800/999] lr: 5.757e-01, eta: 2 days, 14:17:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2553, top5_acc: 0.4996, loss_cls: 3.5750, loss: 3.5750, grad_norm: 0.9849 2020-10-04 03:04:56,412 - mmaction - INFO - Epoch [34][820/999] lr: 5.757e-01, eta: 2 days, 14:17:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5086, loss_cls: 3.5330, loss: 3.5330, grad_norm: 0.9773 2020-10-04 03:05:16,320 - mmaction - INFO - Epoch [34][840/999] lr: 5.757e-01, eta: 2 days, 14:17:04, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5108, loss_cls: 3.5360, loss: 3.5360, grad_norm: 0.9802 2020-10-04 03:05:36,358 - mmaction - INFO - Epoch [34][860/999] lr: 5.757e-01, eta: 2 days, 14:16:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5130, loss_cls: 3.5329, loss: 3.5329, grad_norm: 0.9787 2020-10-04 03:05:56,360 - mmaction - INFO - Epoch [34][880/999] lr: 5.757e-01, eta: 2 days, 14:16:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5095, loss_cls: 3.5146, loss: 3.5146, grad_norm: 0.9750 2020-10-04 03:06:16,272 - mmaction - INFO - Epoch [34][900/999] lr: 5.757e-01, eta: 2 days, 14:15:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5208, loss_cls: 3.4750, loss: 3.4750, grad_norm: 0.9917 2020-10-04 03:06:36,130 - mmaction - INFO - Epoch [34][920/999] lr: 5.757e-01, eta: 2 days, 14:15:37, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2603, top5_acc: 0.4969, loss_cls: 3.5689, loss: 3.5689, grad_norm: 0.9899 2020-10-04 03:06:56,164 - mmaction - INFO - Epoch [34][940/999] lr: 5.757e-01, eta: 2 days, 14:15:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5185, loss_cls: 3.4860, loss: 3.4860, grad_norm: 0.9720 2020-10-04 03:07:16,037 - mmaction - INFO - Epoch [34][960/999] lr: 5.757e-01, eta: 2 days, 14:14:53, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5039, loss_cls: 3.5232, loss: 3.5232, grad_norm: 0.9813 2020-10-04 03:07:36,018 - mmaction - INFO - Epoch [34][980/999] lr: 5.757e-01, eta: 2 days, 14:14:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2633, top5_acc: 0.4962, loss_cls: 3.5780, loss: 3.5780, grad_norm: 0.9759 2020-10-04 03:08:51,038 - mmaction - INFO - Epoch [35][20/999] lr: 5.743e-01, eta: 2 days, 14:15:30, time: 2.721, data_time: 1.668, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5044, loss_cls: 3.5585, loss: 3.5585, grad_norm: 0.9888 2020-10-04 03:09:10,690 - mmaction - INFO - Epoch [35][40/999] lr: 5.743e-01, eta: 2 days, 14:15:06, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5051, loss_cls: 3.5282, loss: 3.5282, grad_norm: 0.9893 2020-10-04 03:09:30,460 - mmaction - INFO - Epoch [35][60/999] lr: 5.743e-01, eta: 2 days, 14:14:43, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2626, top5_acc: 0.5039, loss_cls: 3.5482, loss: 3.5482, grad_norm: 0.9957 2020-10-04 03:09:50,397 - mmaction - INFO - Epoch [35][80/999] lr: 5.743e-01, eta: 2 days, 14:14:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5117, loss_cls: 3.5229, loss: 3.5229, grad_norm: 0.9774 2020-10-04 03:10:10,358 - mmaction - INFO - Epoch [35][100/999] lr: 5.743e-01, eta: 2 days, 14:13:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2702, top5_acc: 0.5191, loss_cls: 3.4791, loss: 3.4791, grad_norm: 0.9949 2020-10-04 03:10:30,215 - mmaction - INFO - Epoch [35][120/999] lr: 5.743e-01, eta: 2 days, 14:13:36, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5203, loss_cls: 3.4541, loss: 3.4541, grad_norm: 0.9808 2020-10-04 03:10:50,176 - mmaction - INFO - Epoch [35][140/999] lr: 5.743e-01, eta: 2 days, 14:13:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2691, top5_acc: 0.5085, loss_cls: 3.5070, loss: 3.5070, grad_norm: 0.9850 2020-10-04 03:11:10,096 - mmaction - INFO - Epoch [35][160/999] lr: 5.743e-01, eta: 2 days, 14:12:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2651, top5_acc: 0.4996, loss_cls: 3.5634, loss: 3.5634, grad_norm: 0.9903 2020-10-04 03:11:30,089 - mmaction - INFO - Epoch [35][180/999] lr: 5.743e-01, eta: 2 days, 14:12:31, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2664, top5_acc: 0.5038, loss_cls: 3.5396, loss: 3.5396, grad_norm: 0.9801 2020-10-04 03:11:50,043 - mmaction - INFO - Epoch [35][200/999] lr: 5.743e-01, eta: 2 days, 14:12:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5237, loss_cls: 3.4620, loss: 3.4620, grad_norm: 0.9979 2020-10-04 03:12:09,980 - mmaction - INFO - Epoch [35][220/999] lr: 5.743e-01, eta: 2 days, 14:11:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2655, top5_acc: 0.4965, loss_cls: 3.5744, loss: 3.5744, grad_norm: 0.9956 2020-10-04 03:12:29,979 - mmaction - INFO - Epoch [35][240/999] lr: 5.743e-01, eta: 2 days, 14:11:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5065, loss_cls: 3.5100, loss: 3.5100, grad_norm: 0.9766 2020-10-04 03:12:49,990 - mmaction - INFO - Epoch [35][260/999] lr: 5.743e-01, eta: 2 days, 14:11:04, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5087, loss_cls: 3.4845, loss: 3.4845, grad_norm: 0.9777 2020-10-04 03:13:09,917 - mmaction - INFO - Epoch [35][280/999] lr: 5.743e-01, eta: 2 days, 14:10:42, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5092, loss_cls: 3.5119, loss: 3.5119, grad_norm: 0.9945 2020-10-04 03:13:29,855 - mmaction - INFO - Epoch [35][300/999] lr: 5.743e-01, eta: 2 days, 14:10:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5089, loss_cls: 3.5186, loss: 3.5186, grad_norm: 0.9769 2020-10-04 03:13:49,750 - mmaction - INFO - Epoch [35][320/999] lr: 5.743e-01, eta: 2 days, 14:09:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2589, top5_acc: 0.5021, loss_cls: 3.5518, loss: 3.5518, grad_norm: 0.9790 2020-10-04 03:14:09,673 - mmaction - INFO - Epoch [35][340/999] lr: 5.743e-01, eta: 2 days, 14:09:35, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5151, loss_cls: 3.5100, loss: 3.5100, grad_norm: 0.9842 2020-10-04 03:14:29,679 - mmaction - INFO - Epoch [35][360/999] lr: 5.743e-01, eta: 2 days, 14:09:14, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5062, loss_cls: 3.5570, loss: 3.5570, grad_norm: 0.9825 2020-10-04 03:14:49,557 - mmaction - INFO - Epoch [35][380/999] lr: 5.743e-01, eta: 2 days, 14:08:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5160, loss_cls: 3.4893, loss: 3.4893, grad_norm: 0.9838 2020-10-04 03:15:09,479 - mmaction - INFO - Epoch [35][400/999] lr: 5.743e-01, eta: 2 days, 14:08:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5047, loss_cls: 3.5320, loss: 3.5320, grad_norm: 0.9850 2020-10-04 03:15:29,386 - mmaction - INFO - Epoch [35][420/999] lr: 5.743e-01, eta: 2 days, 14:08:07, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2665, top5_acc: 0.4980, loss_cls: 3.5637, loss: 3.5637, grad_norm: 0.9871 2020-10-04 03:15:49,308 - mmaction - INFO - Epoch [35][440/999] lr: 5.743e-01, eta: 2 days, 14:07:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.4973, loss_cls: 3.5488, loss: 3.5488, grad_norm: 0.9741 2020-10-04 03:16:09,206 - mmaction - INFO - Epoch [35][460/999] lr: 5.743e-01, eta: 2 days, 14:07:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5082, loss_cls: 3.5099, loss: 3.5099, grad_norm: 0.9878 2020-10-04 03:16:29,172 - mmaction - INFO - Epoch [35][480/999] lr: 5.743e-01, eta: 2 days, 14:07:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5070, loss_cls: 3.5148, loss: 3.5148, grad_norm: 0.9803 2020-10-04 03:16:49,108 - mmaction - INFO - Epoch [35][500/999] lr: 5.743e-01, eta: 2 days, 14:06:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5004, loss_cls: 3.5373, loss: 3.5373, grad_norm: 0.9866 2020-10-04 03:17:08,994 - mmaction - INFO - Epoch [35][520/999] lr: 5.743e-01, eta: 2 days, 14:06:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5143, loss_cls: 3.5061, loss: 3.5061, grad_norm: 0.9845 2020-10-04 03:17:28,901 - mmaction - INFO - Epoch [35][540/999] lr: 5.743e-01, eta: 2 days, 14:05:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2581, top5_acc: 0.5017, loss_cls: 3.5533, loss: 3.5533, grad_norm: 0.9917 2020-10-04 03:17:48,778 - mmaction - INFO - Epoch [35][560/999] lr: 5.743e-01, eta: 2 days, 14:05:32, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5102, loss_cls: 3.5054, loss: 3.5054, grad_norm: 0.9805 2020-10-04 03:18:08,732 - mmaction - INFO - Epoch [35][580/999] lr: 5.743e-01, eta: 2 days, 14:05:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2598, top5_acc: 0.4945, loss_cls: 3.5910, loss: 3.5910, grad_norm: 0.9777 2020-10-04 03:18:28,703 - mmaction - INFO - Epoch [35][600/999] lr: 5.743e-01, eta: 2 days, 14:04:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5078, loss_cls: 3.5019, loss: 3.5019, grad_norm: 0.9735 2020-10-04 03:18:48,657 - mmaction - INFO - Epoch [35][620/999] lr: 5.743e-01, eta: 2 days, 14:04:27, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5147, loss_cls: 3.5008, loss: 3.5008, grad_norm: 0.9765 2020-10-04 03:19:08,619 - mmaction - INFO - Epoch [35][640/999] lr: 5.743e-01, eta: 2 days, 14:04:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5036, loss_cls: 3.5578, loss: 3.5578, grad_norm: 0.9713 2020-10-04 03:19:28,541 - mmaction - INFO - Epoch [35][660/999] lr: 5.743e-01, eta: 2 days, 14:03:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2642, top5_acc: 0.5204, loss_cls: 3.5067, loss: 3.5067, grad_norm: 1.0025 2020-10-04 03:19:48,479 - mmaction - INFO - Epoch [35][680/999] lr: 5.743e-01, eta: 2 days, 14:03:21, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5038, loss_cls: 3.5665, loss: 3.5665, grad_norm: 0.9684 2020-10-04 03:20:08,481 - mmaction - INFO - Epoch [35][700/999] lr: 5.743e-01, eta: 2 days, 14:03:00, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5129, loss_cls: 3.5029, loss: 3.5029, grad_norm: 0.9788 2020-10-04 03:20:28,334 - mmaction - INFO - Epoch [35][720/999] lr: 5.743e-01, eta: 2 days, 14:02:37, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5159, loss_cls: 3.4918, loss: 3.4918, grad_norm: 0.9776 2020-10-04 03:20:48,312 - mmaction - INFO - Epoch [35][740/999] lr: 5.743e-01, eta: 2 days, 14:02:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2611, top5_acc: 0.5013, loss_cls: 3.5527, loss: 3.5527, grad_norm: 0.9777 2020-10-04 03:21:08,184 - mmaction - INFO - Epoch [35][760/999] lr: 5.743e-01, eta: 2 days, 14:01:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2548, top5_acc: 0.4917, loss_cls: 3.6026, loss: 3.6026, grad_norm: 0.9831 2020-10-04 03:21:28,128 - mmaction - INFO - Epoch [35][780/999] lr: 5.743e-01, eta: 2 days, 14:01:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5147, loss_cls: 3.5112, loss: 3.5112, grad_norm: 0.9770 2020-10-04 03:21:48,090 - mmaction - INFO - Epoch [35][800/999] lr: 5.743e-01, eta: 2 days, 14:01:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5173, loss_cls: 3.4748, loss: 3.4748, grad_norm: 0.9818 2020-10-04 03:22:08,064 - mmaction - INFO - Epoch [35][820/999] lr: 5.743e-01, eta: 2 days, 14:00:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5104, loss_cls: 3.5347, loss: 3.5347, grad_norm: 0.9919 2020-10-04 03:22:27,998 - mmaction - INFO - Epoch [35][840/999] lr: 5.743e-01, eta: 2 days, 14:00:26, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2591, top5_acc: 0.4944, loss_cls: 3.5865, loss: 3.5865, grad_norm: 0.9965 2020-10-04 03:22:47,879 - mmaction - INFO - Epoch [35][860/999] lr: 5.743e-01, eta: 2 days, 14:00:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5007, loss_cls: 3.5640, loss: 3.5640, grad_norm: 0.9748 2020-10-04 03:23:07,738 - mmaction - INFO - Epoch [35][880/999] lr: 5.743e-01, eta: 2 days, 13:59:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5052, loss_cls: 3.5386, loss: 3.5386, grad_norm: 0.9740 2020-10-04 03:23:27,679 - mmaction - INFO - Epoch [35][900/999] lr: 5.743e-01, eta: 2 days, 13:59:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2622, top5_acc: 0.5076, loss_cls: 3.5322, loss: 3.5322, grad_norm: 0.9962 2020-10-04 03:23:47,610 - mmaction - INFO - Epoch [35][920/999] lr: 5.743e-01, eta: 2 days, 13:58:57, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2677, top5_acc: 0.4997, loss_cls: 3.5436, loss: 3.5436, grad_norm: 0.9879 2020-10-04 03:24:07,554 - mmaction - INFO - Epoch [35][940/999] lr: 5.743e-01, eta: 2 days, 13:58:35, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5148, loss_cls: 3.4925, loss: 3.4925, grad_norm: 0.9528 2020-10-04 03:24:27,526 - mmaction - INFO - Epoch [35][960/999] lr: 5.743e-01, eta: 2 days, 13:58:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5059, loss_cls: 3.5451, loss: 3.5451, grad_norm: 0.9823 2020-10-04 03:24:47,521 - mmaction - INFO - Epoch [35][980/999] lr: 5.743e-01, eta: 2 days, 13:57:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5014, loss_cls: 3.5387, loss: 3.5387, grad_norm: 0.9726 2020-10-04 03:25:56,691 - mmaction - INFO - Epoch [36][20/999] lr: 5.728e-01, eta: 2 days, 13:58:19, time: 2.496, data_time: 1.358, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5055, loss_cls: 3.5275, loss: 3.5275, grad_norm: 1.0031 2020-10-04 03:26:16,413 - mmaction - INFO - Epoch [36][40/999] lr: 5.728e-01, eta: 2 days, 13:57:56, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2648, top5_acc: 0.5096, loss_cls: 3.5386, loss: 3.5386, grad_norm: 0.9890 2020-10-04 03:26:36,293 - mmaction - INFO - Epoch [36][60/999] lr: 5.728e-01, eta: 2 days, 13:57:34, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5074, loss_cls: 3.5390, loss: 3.5390, grad_norm: 0.9806 2020-10-04 03:26:56,246 - mmaction - INFO - Epoch [36][80/999] lr: 5.728e-01, eta: 2 days, 13:57:12, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5207, loss_cls: 3.5109, loss: 3.5109, grad_norm: 0.9784 2020-10-04 03:27:16,196 - mmaction - INFO - Epoch [36][100/999] lr: 5.728e-01, eta: 2 days, 13:56:50, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2622, top5_acc: 0.4971, loss_cls: 3.5841, loss: 3.5841, grad_norm: 0.9821 2020-10-04 03:27:36,139 - mmaction - INFO - Epoch [36][120/999] lr: 5.728e-01, eta: 2 days, 13:56:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5104, loss_cls: 3.5130, loss: 3.5130, grad_norm: 0.9845 2020-10-04 03:27:56,069 - mmaction - INFO - Epoch [36][140/999] lr: 5.728e-01, eta: 2 days, 13:56:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5083, loss_cls: 3.5240, loss: 3.5240, grad_norm: 0.9906 2020-10-04 03:28:16,122 - mmaction - INFO - Epoch [36][160/999] lr: 5.728e-01, eta: 2 days, 13:55:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5159, loss_cls: 3.4716, loss: 3.4716, grad_norm: 0.9856 2020-10-04 03:28:36,131 - mmaction - INFO - Epoch [36][180/999] lr: 5.728e-01, eta: 2 days, 13:55:23, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5129, loss_cls: 3.5025, loss: 3.5025, grad_norm: 0.9810 2020-10-04 03:28:56,024 - mmaction - INFO - Epoch [36][200/999] lr: 5.728e-01, eta: 2 days, 13:55:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5046, loss_cls: 3.5405, loss: 3.5405, grad_norm: 0.9875 2020-10-04 03:29:16,008 - mmaction - INFO - Epoch [36][220/999] lr: 5.728e-01, eta: 2 days, 13:54:39, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5171, loss_cls: 3.4804, loss: 3.4804, grad_norm: 0.9806 2020-10-04 03:29:35,939 - mmaction - INFO - Epoch [36][240/999] lr: 5.728e-01, eta: 2 days, 13:54:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5070, loss_cls: 3.5235, loss: 3.5235, grad_norm: 0.9975 2020-10-04 03:29:55,840 - mmaction - INFO - Epoch [36][260/999] lr: 5.728e-01, eta: 2 days, 13:53:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5029, loss_cls: 3.5652, loss: 3.5652, grad_norm: 0.9940 2020-10-04 03:30:16,742 - mmaction - INFO - Epoch [36][280/999] lr: 5.728e-01, eta: 2 days, 13:53:40, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.2639, top5_acc: 0.5039, loss_cls: 3.5629, loss: 3.5629, grad_norm: 0.9703 2020-10-04 03:30:36,697 - mmaction - INFO - Epoch [36][300/999] lr: 5.728e-01, eta: 2 days, 13:53:18, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5069, loss_cls: 3.5464, loss: 3.5464, grad_norm: 0.9902 2020-10-04 03:30:56,632 - mmaction - INFO - Epoch [36][320/999] lr: 5.728e-01, eta: 2 days, 13:52:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5105, loss_cls: 3.5152, loss: 3.5152, grad_norm: 0.9911 2020-10-04 03:31:16,635 - mmaction - INFO - Epoch [36][340/999] lr: 5.728e-01, eta: 2 days, 13:52:34, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5079, loss_cls: 3.4972, loss: 3.4972, grad_norm: 0.9868 2020-10-04 03:31:36,605 - mmaction - INFO - Epoch [36][360/999] lr: 5.728e-01, eta: 2 days, 13:52:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5107, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.0002 2020-10-04 03:31:56,563 - mmaction - INFO - Epoch [36][380/999] lr: 5.728e-01, eta: 2 days, 13:51:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5108, loss_cls: 3.5096, loss: 3.5096, grad_norm: 0.9777 2020-10-04 03:32:16,464 - mmaction - INFO - Epoch [36][400/999] lr: 5.728e-01, eta: 2 days, 13:51:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5156, loss_cls: 3.4958, loss: 3.4958, grad_norm: 0.9811 2020-10-04 03:32:36,333 - mmaction - INFO - Epoch [36][420/999] lr: 5.728e-01, eta: 2 days, 13:51:06, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5036, loss_cls: 3.5572, loss: 3.5572, grad_norm: 0.9901 2020-10-04 03:32:56,324 - mmaction - INFO - Epoch [36][440/999] lr: 5.728e-01, eta: 2 days, 13:50:45, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5025, loss_cls: 3.5536, loss: 3.5536, grad_norm: 1.0095 2020-10-04 03:33:16,149 - mmaction - INFO - Epoch [36][460/999] lr: 5.728e-01, eta: 2 days, 13:50:22, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5055, loss_cls: 3.5600, loss: 3.5600, grad_norm: 0.9746 2020-10-04 03:33:36,159 - mmaction - INFO - Epoch [36][480/999] lr: 5.728e-01, eta: 2 days, 13:50:01, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5034, loss_cls: 3.5487, loss: 3.5487, grad_norm: 0.9813 2020-10-04 03:33:55,986 - mmaction - INFO - Epoch [36][500/999] lr: 5.728e-01, eta: 2 days, 13:49:38, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5137, loss_cls: 3.5065, loss: 3.5065, grad_norm: 0.9853 2020-10-04 03:34:15,904 - mmaction - INFO - Epoch [36][520/999] lr: 5.728e-01, eta: 2 days, 13:49:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5113, loss_cls: 3.5347, loss: 3.5347, grad_norm: 0.9807 2020-10-04 03:34:35,776 - mmaction - INFO - Epoch [36][540/999] lr: 5.728e-01, eta: 2 days, 13:48:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2672, top5_acc: 0.5122, loss_cls: 3.5226, loss: 3.5226, grad_norm: 0.9770 2020-10-04 03:34:55,632 - mmaction - INFO - Epoch [36][560/999] lr: 5.728e-01, eta: 2 days, 13:48:31, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5129, loss_cls: 3.5095, loss: 3.5095, grad_norm: 0.9988 2020-10-04 03:35:15,540 - mmaction - INFO - Epoch [36][580/999] lr: 5.728e-01, eta: 2 days, 13:48:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2730, top5_acc: 0.5099, loss_cls: 3.4951, loss: 3.4951, grad_norm: 0.9832 2020-10-04 03:35:35,528 - mmaction - INFO - Epoch [36][600/999] lr: 5.728e-01, eta: 2 days, 13:47:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5100, loss_cls: 3.5021, loss: 3.5021, grad_norm: 0.9737 2020-10-04 03:35:55,516 - mmaction - INFO - Epoch [36][620/999] lr: 5.728e-01, eta: 2 days, 13:47:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5102, loss_cls: 3.4932, loss: 3.4932, grad_norm: 0.9900 2020-10-04 03:36:15,405 - mmaction - INFO - Epoch [36][640/999] lr: 5.728e-01, eta: 2 days, 13:47:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5139, loss_cls: 3.4791, loss: 3.4791, grad_norm: 0.9791 2020-10-04 03:36:35,355 - mmaction - INFO - Epoch [36][660/999] lr: 5.728e-01, eta: 2 days, 13:46:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5059, loss_cls: 3.5482, loss: 3.5482, grad_norm: 0.9885 2020-10-04 03:36:55,385 - mmaction - INFO - Epoch [36][680/999] lr: 5.728e-01, eta: 2 days, 13:46:21, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2633, top5_acc: 0.5021, loss_cls: 3.5611, loss: 3.5611, grad_norm: 0.9813 2020-10-04 03:37:15,456 - mmaction - INFO - Epoch [36][700/999] lr: 5.728e-01, eta: 2 days, 13:46:00, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5148, loss_cls: 3.4626, loss: 3.4626, grad_norm: 0.9964 2020-10-04 03:37:35,432 - mmaction - INFO - Epoch [36][720/999] lr: 5.728e-01, eta: 2 days, 13:45:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2612, top5_acc: 0.5026, loss_cls: 3.5750, loss: 3.5750, grad_norm: 0.9992 2020-10-04 03:37:55,495 - mmaction - INFO - Epoch [36][740/999] lr: 5.728e-01, eta: 2 days, 13:45:17, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2691, top5_acc: 0.5057, loss_cls: 3.5487, loss: 3.5487, grad_norm: 0.9749 2020-10-04 03:38:15,506 - mmaction - INFO - Epoch [36][760/999] lr: 5.728e-01, eta: 2 days, 13:44:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5085, loss_cls: 3.5027, loss: 3.5027, grad_norm: 0.9793 2020-10-04 03:38:35,474 - mmaction - INFO - Epoch [36][780/999] lr: 5.728e-01, eta: 2 days, 13:44:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5165, loss_cls: 3.5042, loss: 3.5042, grad_norm: 0.9944 2020-10-04 03:38:55,304 - mmaction - INFO - Epoch [36][800/999] lr: 5.728e-01, eta: 2 days, 13:44:12, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.2630, top5_acc: 0.4924, loss_cls: 3.5855, loss: 3.5855, grad_norm: 0.9805 2020-10-04 03:39:15,256 - mmaction - INFO - Epoch [36][820/999] lr: 5.728e-01, eta: 2 days, 13:43:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5109, loss_cls: 3.5261, loss: 3.5261, grad_norm: 0.9676 2020-10-04 03:39:35,257 - mmaction - INFO - Epoch [36][840/999] lr: 5.728e-01, eta: 2 days, 13:43:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2691, top5_acc: 0.5236, loss_cls: 3.4915, loss: 3.4915, grad_norm: 0.9863 2020-10-04 03:39:55,079 - mmaction - INFO - Epoch [36][860/999] lr: 5.728e-01, eta: 2 days, 13:43:06, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4932, loss_cls: 3.5929, loss: 3.5929, grad_norm: 0.9848 2020-10-04 03:40:14,981 - mmaction - INFO - Epoch [36][880/999] lr: 5.728e-01, eta: 2 days, 13:42:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2604, top5_acc: 0.5047, loss_cls: 3.5510, loss: 3.5510, grad_norm: 0.9682 2020-10-04 03:40:34,876 - mmaction - INFO - Epoch [36][900/999] lr: 5.728e-01, eta: 2 days, 13:42:21, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2635, top5_acc: 0.5081, loss_cls: 3.5447, loss: 3.5447, grad_norm: 0.9986 2020-10-04 03:40:54,747 - mmaction - INFO - Epoch [36][920/999] lr: 5.728e-01, eta: 2 days, 13:41:59, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5062, loss_cls: 3.5101, loss: 3.5101, grad_norm: 0.9856 2020-10-04 03:41:14,659 - mmaction - INFO - Epoch [36][940/999] lr: 5.728e-01, eta: 2 days, 13:41:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5053, loss_cls: 3.5506, loss: 3.5506, grad_norm: 0.9977 2020-10-04 03:41:34,582 - mmaction - INFO - Epoch [36][960/999] lr: 5.728e-01, eta: 2 days, 13:41:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5081, loss_cls: 3.5544, loss: 3.5544, grad_norm: 0.9698 2020-10-04 03:41:54,465 - mmaction - INFO - Epoch [36][980/999] lr: 5.728e-01, eta: 2 days, 13:40:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5085, loss_cls: 3.5395, loss: 3.5395, grad_norm: 0.9761 2020-10-04 03:43:03,283 - mmaction - INFO - Epoch [37][20/999] lr: 5.712e-01, eta: 2 days, 13:41:17, time: 2.487, data_time: 1.484, memory: 8478, top1_acc: 0.2768, top5_acc: 0.5142, loss_cls: 3.4775, loss: 3.4775, grad_norm: 0.9807 2020-10-04 03:43:22,981 - mmaction - INFO - Epoch [37][40/999] lr: 5.712e-01, eta: 2 days, 13:40:53, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5113, loss_cls: 3.5286, loss: 3.5286, grad_norm: 0.9839 2020-10-04 03:43:42,922 - mmaction - INFO - Epoch [37][60/999] lr: 5.712e-01, eta: 2 days, 13:40:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5159, loss_cls: 3.5116, loss: 3.5116, grad_norm: 0.9921 2020-10-04 03:44:02,859 - mmaction - INFO - Epoch [37][80/999] lr: 5.712e-01, eta: 2 days, 13:40:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5014, loss_cls: 3.5293, loss: 3.5293, grad_norm: 0.9810 2020-10-04 03:44:22,814 - mmaction - INFO - Epoch [37][100/999] lr: 5.712e-01, eta: 2 days, 13:39:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5161, loss_cls: 3.4840, loss: 3.4840, grad_norm: 1.0060 2020-10-04 03:44:42,793 - mmaction - INFO - Epoch [37][120/999] lr: 5.712e-01, eta: 2 days, 13:39:26, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5210, loss_cls: 3.4897, loss: 3.4897, grad_norm: 0.9802 2020-10-04 03:45:02,745 - mmaction - INFO - Epoch [37][140/999] lr: 5.712e-01, eta: 2 days, 13:39:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5159, loss_cls: 3.4798, loss: 3.4798, grad_norm: 0.9937 2020-10-04 03:45:22,657 - mmaction - INFO - Epoch [37][160/999] lr: 5.712e-01, eta: 2 days, 13:38:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5118, loss_cls: 3.5043, loss: 3.5043, grad_norm: 0.9944 2020-10-04 03:45:42,477 - mmaction - INFO - Epoch [37][180/999] lr: 5.712e-01, eta: 2 days, 13:38:20, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5102, loss_cls: 3.5373, loss: 3.5373, grad_norm: 0.9866 2020-10-04 03:46:02,289 - mmaction - INFO - Epoch [37][200/999] lr: 5.712e-01, eta: 2 days, 13:37:57, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5164, loss_cls: 3.4890, loss: 3.4890, grad_norm: 0.9840 2020-10-04 03:46:22,293 - mmaction - INFO - Epoch [37][220/999] lr: 5.712e-01, eta: 2 days, 13:37:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5049, loss_cls: 3.5575, loss: 3.5575, grad_norm: 1.0042 2020-10-04 03:46:42,216 - mmaction - INFO - Epoch [37][240/999] lr: 5.712e-01, eta: 2 days, 13:37:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5116, loss_cls: 3.5228, loss: 3.5228, grad_norm: 0.9847 2020-10-04 03:47:02,222 - mmaction - INFO - Epoch [37][260/999] lr: 5.712e-01, eta: 2 days, 13:36:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5031, loss_cls: 3.5458, loss: 3.5458, grad_norm: 0.9778 2020-10-04 03:47:22,189 - mmaction - INFO - Epoch [37][280/999] lr: 5.712e-01, eta: 2 days, 13:36:31, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2603, top5_acc: 0.5048, loss_cls: 3.5593, loss: 3.5593, grad_norm: 0.9816 2020-10-04 03:47:42,010 - mmaction - INFO - Epoch [37][300/999] lr: 5.712e-01, eta: 2 days, 13:36:08, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5143, loss_cls: 3.5116, loss: 3.5116, grad_norm: 1.0039 2020-10-04 03:48:01,966 - mmaction - INFO - Epoch [37][320/999] lr: 5.712e-01, eta: 2 days, 13:35:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2639, top5_acc: 0.5033, loss_cls: 3.5641, loss: 3.5641, grad_norm: 0.9827 2020-10-04 03:48:21,923 - mmaction - INFO - Epoch [37][340/999] lr: 5.712e-01, eta: 2 days, 13:35:25, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5152, loss_cls: 3.5237, loss: 3.5237, grad_norm: 0.9863 2020-10-04 03:48:41,935 - mmaction - INFO - Epoch [37][360/999] lr: 5.712e-01, eta: 2 days, 13:35:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5128, loss_cls: 3.5366, loss: 3.5366, grad_norm: 0.9853 2020-10-04 03:49:01,872 - mmaction - INFO - Epoch [37][380/999] lr: 5.712e-01, eta: 2 days, 13:34:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2725, top5_acc: 0.5069, loss_cls: 3.5229, loss: 3.5229, grad_norm: 0.9848 2020-10-04 03:49:21,801 - mmaction - INFO - Epoch [37][400/999] lr: 5.712e-01, eta: 2 days, 13:34:20, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2768, top5_acc: 0.5036, loss_cls: 3.5329, loss: 3.5329, grad_norm: 0.9768 2020-10-04 03:49:41,651 - mmaction - INFO - Epoch [37][420/999] lr: 5.712e-01, eta: 2 days, 13:33:57, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5100, loss_cls: 3.5062, loss: 3.5062, grad_norm: 0.9785 2020-10-04 03:50:01,595 - mmaction - INFO - Epoch [37][440/999] lr: 5.712e-01, eta: 2 days, 13:33:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2654, top5_acc: 0.5013, loss_cls: 3.5681, loss: 3.5681, grad_norm: 0.9803 2020-10-04 03:50:21,508 - mmaction - INFO - Epoch [37][460/999] lr: 5.712e-01, eta: 2 days, 13:33:13, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2622, top5_acc: 0.5078, loss_cls: 3.5352, loss: 3.5352, grad_norm: 0.9696 2020-10-04 03:50:41,348 - mmaction - INFO - Epoch [37][480/999] lr: 5.712e-01, eta: 2 days, 13:32:51, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2646, top5_acc: 0.5065, loss_cls: 3.5265, loss: 3.5265, grad_norm: 0.9886 2020-10-04 03:51:01,235 - mmaction - INFO - Epoch [37][500/999] lr: 5.712e-01, eta: 2 days, 13:32:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2616, top5_acc: 0.5064, loss_cls: 3.5441, loss: 3.5441, grad_norm: 0.9808 2020-10-04 03:51:21,221 - mmaction - INFO - Epoch [37][520/999] lr: 5.712e-01, eta: 2 days, 13:32:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2622, top5_acc: 0.5095, loss_cls: 3.5579, loss: 3.5579, grad_norm: 0.9900 2020-10-04 03:51:41,137 - mmaction - INFO - Epoch [37][540/999] lr: 5.712e-01, eta: 2 days, 13:31:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2642, top5_acc: 0.5060, loss_cls: 3.5319, loss: 3.5319, grad_norm: 0.9847 2020-10-04 03:52:01,080 - mmaction - INFO - Epoch [37][560/999] lr: 5.712e-01, eta: 2 days, 13:31:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5132, loss_cls: 3.5164, loss: 3.5164, grad_norm: 0.9924 2020-10-04 03:52:20,937 - mmaction - INFO - Epoch [37][580/999] lr: 5.712e-01, eta: 2 days, 13:31:01, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5017, loss_cls: 3.5592, loss: 3.5592, grad_norm: 0.9870 2020-10-04 03:52:40,824 - mmaction - INFO - Epoch [37][600/999] lr: 5.712e-01, eta: 2 days, 13:30:39, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5076, loss_cls: 3.5106, loss: 3.5106, grad_norm: 0.9840 2020-10-04 03:53:00,872 - mmaction - INFO - Epoch [37][620/999] lr: 5.712e-01, eta: 2 days, 13:30:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5077, loss_cls: 3.5335, loss: 3.5335, grad_norm: 0.9984 2020-10-04 03:53:20,874 - mmaction - INFO - Epoch [37][640/999] lr: 5.712e-01, eta: 2 days, 13:29:57, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2646, top5_acc: 0.5034, loss_cls: 3.5624, loss: 3.5624, grad_norm: 0.9750 2020-10-04 03:53:40,814 - mmaction - INFO - Epoch [37][660/999] lr: 5.712e-01, eta: 2 days, 13:29:35, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5098, loss_cls: 3.5321, loss: 3.5321, grad_norm: 0.9907 2020-10-04 03:54:00,634 - mmaction - INFO - Epoch [37][680/999] lr: 5.712e-01, eta: 2 days, 13:29:12, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5086, loss_cls: 3.5326, loss: 3.5326, grad_norm: 0.9740 2020-10-04 03:54:20,517 - mmaction - INFO - Epoch [37][700/999] lr: 5.712e-01, eta: 2 days, 13:28:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5004, loss_cls: 3.5502, loss: 3.5502, grad_norm: 0.9863 2020-10-04 03:54:40,381 - mmaction - INFO - Epoch [37][720/999] lr: 5.712e-01, eta: 2 days, 13:28:28, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2564, top5_acc: 0.5012, loss_cls: 3.5506, loss: 3.5506, grad_norm: 0.9805 2020-10-04 03:55:00,373 - mmaction - INFO - Epoch [37][740/999] lr: 5.712e-01, eta: 2 days, 13:28:07, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5072, loss_cls: 3.5555, loss: 3.5555, grad_norm: 0.9903 2020-10-04 03:55:20,397 - mmaction - INFO - Epoch [37][760/999] lr: 5.712e-01, eta: 2 days, 13:27:45, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5116, loss_cls: 3.5410, loss: 3.5410, grad_norm: 0.9837 2020-10-04 03:55:40,320 - mmaction - INFO - Epoch [37][780/999] lr: 5.712e-01, eta: 2 days, 13:27:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5115, loss_cls: 3.5019, loss: 3.5019, grad_norm: 0.9907 2020-10-04 03:56:00,199 - mmaction - INFO - Epoch [37][800/999] lr: 5.712e-01, eta: 2 days, 13:27:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2717, top5_acc: 0.5090, loss_cls: 3.5194, loss: 3.5194, grad_norm: 0.9753 2020-10-04 03:56:20,126 - mmaction - INFO - Epoch [37][820/999] lr: 5.712e-01, eta: 2 days, 13:26:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5061, loss_cls: 3.5374, loss: 3.5374, grad_norm: 0.9931 2020-10-04 03:56:40,059 - mmaction - INFO - Epoch [37][840/999] lr: 5.712e-01, eta: 2 days, 13:26:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5099, loss_cls: 3.5201, loss: 3.5201, grad_norm: 0.9704 2020-10-04 03:56:59,971 - mmaction - INFO - Epoch [37][860/999] lr: 5.712e-01, eta: 2 days, 13:25:56, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2602, top5_acc: 0.4977, loss_cls: 3.5778, loss: 3.5778, grad_norm: 0.9752 2020-10-04 03:57:19,910 - mmaction - INFO - Epoch [37][880/999] lr: 5.712e-01, eta: 2 days, 13:25:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5043, loss_cls: 3.5356, loss: 3.5356, grad_norm: 0.9796 2020-10-04 03:57:39,775 - mmaction - INFO - Epoch [37][900/999] lr: 5.712e-01, eta: 2 days, 13:25:12, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5046, loss_cls: 3.5382, loss: 3.5382, grad_norm: 0.9824 2020-10-04 03:57:59,657 - mmaction - INFO - Epoch [37][920/999] lr: 5.712e-01, eta: 2 days, 13:24:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5027, loss_cls: 3.5545, loss: 3.5545, grad_norm: 0.9728 2020-10-04 03:58:19,618 - mmaction - INFO - Epoch [37][940/999] lr: 5.712e-01, eta: 2 days, 13:24:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5102, loss_cls: 3.5346, loss: 3.5346, grad_norm: 0.9933 2020-10-04 03:58:39,578 - mmaction - INFO - Epoch [37][960/999] lr: 5.712e-01, eta: 2 days, 13:24:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2688, top5_acc: 0.5091, loss_cls: 3.5492, loss: 3.5492, grad_norm: 0.9807 2020-10-04 03:58:59,508 - mmaction - INFO - Epoch [37][980/999] lr: 5.712e-01, eta: 2 days, 13:23:44, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5042, loss_cls: 3.5354, loss: 3.5354, grad_norm: 0.9842 2020-10-04 04:00:10,306 - mmaction - INFO - Epoch [38][20/999] lr: 5.696e-01, eta: 2 days, 13:24:17, time: 2.582, data_time: 1.474, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5167, loss_cls: 3.4972, loss: 3.4972, grad_norm: 0.9912 2020-10-04 04:00:30,018 - mmaction - INFO - Epoch [38][40/999] lr: 5.696e-01, eta: 2 days, 13:23:54, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5104, loss_cls: 3.5030, loss: 3.5030, grad_norm: 0.9796 2020-10-04 04:00:49,908 - mmaction - INFO - Epoch [38][60/999] lr: 5.696e-01, eta: 2 days, 13:23:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5181, loss_cls: 3.5013, loss: 3.5013, grad_norm: 0.9952 2020-10-04 04:01:09,880 - mmaction - INFO - Epoch [38][80/999] lr: 5.696e-01, eta: 2 days, 13:23:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5141, loss_cls: 3.5089, loss: 3.5089, grad_norm: 0.9930 2020-10-04 04:01:29,755 - mmaction - INFO - Epoch [38][100/999] lr: 5.696e-01, eta: 2 days, 13:22:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5158, loss_cls: 3.4961, loss: 3.4961, grad_norm: 0.9869 2020-10-04 04:01:49,774 - mmaction - INFO - Epoch [38][120/999] lr: 5.696e-01, eta: 2 days, 13:22:27, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5195, loss_cls: 3.4971, loss: 3.4971, grad_norm: 1.0069 2020-10-04 04:02:09,734 - mmaction - INFO - Epoch [38][140/999] lr: 5.696e-01, eta: 2 days, 13:22:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5068, loss_cls: 3.5183, loss: 3.5183, grad_norm: 0.9796 2020-10-04 04:02:29,720 - mmaction - INFO - Epoch [38][160/999] lr: 5.696e-01, eta: 2 days, 13:21:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5085, loss_cls: 3.5231, loss: 3.5231, grad_norm: 0.9826 2020-10-04 04:02:49,716 - mmaction - INFO - Epoch [38][180/999] lr: 5.696e-01, eta: 2 days, 13:21:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5154, loss_cls: 3.4805, loss: 3.4805, grad_norm: 0.9944 2020-10-04 04:03:09,610 - mmaction - INFO - Epoch [38][200/999] lr: 5.696e-01, eta: 2 days, 13:21:00, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5151, loss_cls: 3.4906, loss: 3.4906, grad_norm: 0.9961 2020-10-04 04:03:29,548 - mmaction - INFO - Epoch [38][220/999] lr: 5.696e-01, eta: 2 days, 13:20:38, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5113, loss_cls: 3.5104, loss: 3.5104, grad_norm: 0.9928 2020-10-04 04:03:49,452 - mmaction - INFO - Epoch [38][240/999] lr: 5.696e-01, eta: 2 days, 13:20:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5184, loss_cls: 3.4753, loss: 3.4753, grad_norm: 1.0082 2020-10-04 04:04:09,436 - mmaction - INFO - Epoch [38][260/999] lr: 5.696e-01, eta: 2 days, 13:19:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5048, loss_cls: 3.5159, loss: 3.5159, grad_norm: 0.9922 2020-10-04 04:04:29,391 - mmaction - INFO - Epoch [38][280/999] lr: 5.696e-01, eta: 2 days, 13:19:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5138, loss_cls: 3.4955, loss: 3.4955, grad_norm: 0.9870 2020-10-04 04:04:49,297 - mmaction - INFO - Epoch [38][300/999] lr: 5.696e-01, eta: 2 days, 13:19:11, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2762, top5_acc: 0.5111, loss_cls: 3.4801, loss: 3.4801, grad_norm: 0.9812 2020-10-04 04:05:09,154 - mmaction - INFO - Epoch [38][320/999] lr: 5.696e-01, eta: 2 days, 13:18:49, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2642, top5_acc: 0.4967, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.0001 2020-10-04 04:05:28,988 - mmaction - INFO - Epoch [38][340/999] lr: 5.696e-01, eta: 2 days, 13:18:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2637, top5_acc: 0.5124, loss_cls: 3.5327, loss: 3.5327, grad_norm: 0.9931 2020-10-04 04:05:48,972 - mmaction - INFO - Epoch [38][360/999] lr: 5.696e-01, eta: 2 days, 13:18:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5082, loss_cls: 3.5407, loss: 3.5407, grad_norm: 0.9875 2020-10-04 04:06:08,935 - mmaction - INFO - Epoch [38][380/999] lr: 5.696e-01, eta: 2 days, 13:17:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2603, top5_acc: 0.5055, loss_cls: 3.5388, loss: 3.5388, grad_norm: 0.9727 2020-10-04 04:06:28,926 - mmaction - INFO - Epoch [38][400/999] lr: 5.696e-01, eta: 2 days, 13:17:22, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5044, loss_cls: 3.5509, loss: 3.5509, grad_norm: 0.9826 2020-10-04 04:06:48,934 - mmaction - INFO - Epoch [38][420/999] lr: 5.696e-01, eta: 2 days, 13:17:01, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2599, top5_acc: 0.4991, loss_cls: 3.5566, loss: 3.5566, grad_norm: 0.9960 2020-10-04 04:07:08,933 - mmaction - INFO - Epoch [38][440/999] lr: 5.696e-01, eta: 2 days, 13:16:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5155, loss_cls: 3.4968, loss: 3.4968, grad_norm: 0.9792 2020-10-04 04:07:28,832 - mmaction - INFO - Epoch [38][460/999] lr: 5.696e-01, eta: 2 days, 13:16:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2651, top5_acc: 0.5029, loss_cls: 3.5384, loss: 3.5384, grad_norm: 0.9969 2020-10-04 04:07:48,824 - mmaction - INFO - Epoch [38][480/999] lr: 5.696e-01, eta: 2 days, 13:15:56, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5233, loss_cls: 3.4362, loss: 3.4362, grad_norm: 0.9733 2020-10-04 04:08:08,830 - mmaction - INFO - Epoch [38][500/999] lr: 5.696e-01, eta: 2 days, 13:15:34, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5010, loss_cls: 3.5322, loss: 3.5322, grad_norm: 0.9965 2020-10-04 04:08:28,800 - mmaction - INFO - Epoch [38][520/999] lr: 5.696e-01, eta: 2 days, 13:15:13, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2656, top5_acc: 0.4988, loss_cls: 3.5435, loss: 3.5435, grad_norm: 0.9867 2020-10-04 04:08:48,683 - mmaction - INFO - Epoch [38][540/999] lr: 5.696e-01, eta: 2 days, 13:14:51, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5042, loss_cls: 3.5322, loss: 3.5322, grad_norm: 0.9876 2020-10-04 04:09:08,479 - mmaction - INFO - Epoch [38][560/999] lr: 5.696e-01, eta: 2 days, 13:14:28, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5029, loss_cls: 3.5190, loss: 3.5190, grad_norm: 0.9576 2020-10-04 04:09:28,468 - mmaction - INFO - Epoch [38][580/999] lr: 5.696e-01, eta: 2 days, 13:14:07, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5121, loss_cls: 3.4977, loss: 3.4977, grad_norm: 1.0015 2020-10-04 04:09:48,433 - mmaction - INFO - Epoch [38][600/999] lr: 5.696e-01, eta: 2 days, 13:13:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5016, loss_cls: 3.5699, loss: 3.5699, grad_norm: 0.9945 2020-10-04 04:10:08,366 - mmaction - INFO - Epoch [38][620/999] lr: 5.696e-01, eta: 2 days, 13:13:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2648, top5_acc: 0.5074, loss_cls: 3.5415, loss: 3.5415, grad_norm: 0.9795 2020-10-04 04:10:28,337 - mmaction - INFO - Epoch [38][640/999] lr: 5.696e-01, eta: 2 days, 13:13:02, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5094, loss_cls: 3.5057, loss: 3.5057, grad_norm: 1.0011 2020-10-04 04:10:48,340 - mmaction - INFO - Epoch [38][660/999] lr: 5.696e-01, eta: 2 days, 13:12:40, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5066, loss_cls: 3.5566, loss: 3.5566, grad_norm: 0.9800 2020-10-04 04:11:08,270 - mmaction - INFO - Epoch [38][680/999] lr: 5.696e-01, eta: 2 days, 13:12:18, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5161, loss_cls: 3.5310, loss: 3.5310, grad_norm: 0.9859 2020-10-04 04:11:28,232 - mmaction - INFO - Epoch [38][700/999] lr: 5.696e-01, eta: 2 days, 13:11:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5064, loss_cls: 3.5319, loss: 3.5319, grad_norm: 0.9746 2020-10-04 04:11:48,220 - mmaction - INFO - Epoch [38][720/999] lr: 5.696e-01, eta: 2 days, 13:11:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5186, loss_cls: 3.5048, loss: 3.5048, grad_norm: 0.9717 2020-10-04 04:12:08,232 - mmaction - INFO - Epoch [38][740/999] lr: 5.696e-01, eta: 2 days, 13:11:14, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5060, loss_cls: 3.5206, loss: 3.5206, grad_norm: 0.9827 2020-10-04 04:12:28,185 - mmaction - INFO - Epoch [38][760/999] lr: 5.696e-01, eta: 2 days, 13:10:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5068, loss_cls: 3.5188, loss: 3.5188, grad_norm: 0.9939 2020-10-04 04:12:48,136 - mmaction - INFO - Epoch [38][780/999] lr: 5.696e-01, eta: 2 days, 13:10:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2671, top5_acc: 0.5047, loss_cls: 3.5497, loss: 3.5497, grad_norm: 0.9860 2020-10-04 04:13:07,984 - mmaction - INFO - Epoch [38][800/999] lr: 5.696e-01, eta: 2 days, 13:10:08, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2693, top5_acc: 0.5113, loss_cls: 3.5283, loss: 3.5283, grad_norm: 0.9969 2020-10-04 04:13:27,824 - mmaction - INFO - Epoch [38][820/999] lr: 5.696e-01, eta: 2 days, 13:09:46, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2611, top5_acc: 0.5046, loss_cls: 3.5891, loss: 3.5891, grad_norm: 1.0017 2020-10-04 04:13:47,779 - mmaction - INFO - Epoch [38][840/999] lr: 5.696e-01, eta: 2 days, 13:09:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5074, loss_cls: 3.5564, loss: 3.5564, grad_norm: 0.9743 2020-10-04 04:14:07,703 - mmaction - INFO - Epoch [38][860/999] lr: 5.696e-01, eta: 2 days, 13:09:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5124, loss_cls: 3.5036, loss: 3.5036, grad_norm: 0.9760 2020-10-04 04:14:27,636 - mmaction - INFO - Epoch [38][880/999] lr: 5.696e-01, eta: 2 days, 13:08:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5025, loss_cls: 3.5409, loss: 3.5409, grad_norm: 0.9988 2020-10-04 04:14:47,560 - mmaction - INFO - Epoch [38][900/999] lr: 5.696e-01, eta: 2 days, 13:08:19, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2654, top5_acc: 0.5090, loss_cls: 3.5084, loss: 3.5084, grad_norm: 0.9762 2020-10-04 04:15:07,475 - mmaction - INFO - Epoch [38][920/999] lr: 5.696e-01, eta: 2 days, 13:07:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5021, loss_cls: 3.5514, loss: 3.5514, grad_norm: 1.0038 2020-10-04 04:15:27,544 - mmaction - INFO - Epoch [38][940/999] lr: 5.696e-01, eta: 2 days, 13:07:36, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5115, loss_cls: 3.5418, loss: 3.5418, grad_norm: 0.9831 2020-10-04 04:15:47,511 - mmaction - INFO - Epoch [38][960/999] lr: 5.696e-01, eta: 2 days, 13:07:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5022, loss_cls: 3.5629, loss: 3.5629, grad_norm: 0.9935 2020-10-04 04:16:07,427 - mmaction - INFO - Epoch [38][980/999] lr: 5.696e-01, eta: 2 days, 13:06:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2621, top5_acc: 0.5099, loss_cls: 3.5407, loss: 3.5407, grad_norm: 0.9778 2020-10-04 04:17:24,639 - mmaction - INFO - Epoch [39][20/999] lr: 5.680e-01, eta: 2 days, 13:07:50, time: 2.814, data_time: 1.658, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5107, loss_cls: 3.5104, loss: 3.5104, grad_norm: 1.0121 2020-10-04 04:17:46,514 - mmaction - INFO - Epoch [39][40/999] lr: 5.680e-01, eta: 2 days, 13:07:40, time: 1.094, data_time: 0.002, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5135, loss_cls: 3.4992, loss: 3.4992, grad_norm: 0.9952 2020-10-04 04:18:08,423 - mmaction - INFO - Epoch [39][60/999] lr: 5.680e-01, eta: 2 days, 13:07:29, time: 1.095, data_time: 0.001, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5159, loss_cls: 3.4974, loss: 3.4974, grad_norm: 0.9953 2020-10-04 04:18:30,257 - mmaction - INFO - Epoch [39][80/999] lr: 5.680e-01, eta: 2 days, 13:07:18, time: 1.092, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5165, loss_cls: 3.4705, loss: 3.4705, grad_norm: 0.9917 2020-10-04 04:18:52,202 - mmaction - INFO - Epoch [39][100/999] lr: 5.680e-01, eta: 2 days, 13:07:08, time: 1.097, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5100, loss_cls: 3.5233, loss: 3.5233, grad_norm: 1.0002 2020-10-04 04:19:14,042 - mmaction - INFO - Epoch [39][120/999] lr: 5.680e-01, eta: 2 days, 13:06:57, time: 1.091, data_time: 0.002, memory: 8478, top1_acc: 0.2620, top5_acc: 0.4962, loss_cls: 3.5886, loss: 3.5886, grad_norm: 0.9708 2020-10-04 04:19:36,013 - mmaction - INFO - Epoch [39][140/999] lr: 5.680e-01, eta: 2 days, 13:06:47, time: 1.099, data_time: 0.002, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5181, loss_cls: 3.4695, loss: 3.4695, grad_norm: 0.9827 2020-10-04 04:19:57,830 - mmaction - INFO - Epoch [39][160/999] lr: 5.680e-01, eta: 2 days, 13:06:36, time: 1.090, data_time: 0.002, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5055, loss_cls: 3.5295, loss: 3.5295, grad_norm: 0.9830 2020-10-04 04:20:19,730 - mmaction - INFO - Epoch [39][180/999] lr: 5.680e-01, eta: 2 days, 13:06:25, time: 1.095, data_time: 0.003, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5116, loss_cls: 3.5002, loss: 3.5002, grad_norm: 0.9823 2020-10-04 04:20:41,637 - mmaction - INFO - Epoch [39][200/999] lr: 5.680e-01, eta: 2 days, 13:06:14, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.2621, top5_acc: 0.5009, loss_cls: 3.5545, loss: 3.5545, grad_norm: 0.9999 2020-10-04 04:21:03,516 - mmaction - INFO - Epoch [39][220/999] lr: 5.680e-01, eta: 2 days, 13:06:03, time: 1.093, data_time: 0.002, memory: 8478, top1_acc: 0.2648, top5_acc: 0.5092, loss_cls: 3.5114, loss: 3.5114, grad_norm: 0.9942 2020-10-04 04:21:25,361 - mmaction - INFO - Epoch [39][240/999] lr: 5.680e-01, eta: 2 days, 13:05:53, time: 1.093, data_time: 0.003, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5177, loss_cls: 3.4807, loss: 3.4807, grad_norm: 0.9736 2020-10-04 04:21:47,308 - mmaction - INFO - Epoch [39][260/999] lr: 5.680e-01, eta: 2 days, 13:05:42, time: 1.098, data_time: 0.003, memory: 8478, top1_acc: 0.2612, top5_acc: 0.5016, loss_cls: 3.5520, loss: 3.5520, grad_norm: 1.0006 2020-10-04 04:22:09,110 - mmaction - INFO - Epoch [39][280/999] lr: 5.680e-01, eta: 2 days, 13:05:31, time: 1.091, data_time: 0.001, memory: 8478, top1_acc: 0.2727, top5_acc: 0.5173, loss_cls: 3.4883, loss: 3.4883, grad_norm: 0.9844 2020-10-04 04:22:31,066 - mmaction - INFO - Epoch [39][300/999] lr: 5.680e-01, eta: 2 days, 13:05:21, time: 1.096, data_time: 0.001, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5076, loss_cls: 3.5075, loss: 3.5075, grad_norm: 0.9886 2020-10-04 04:22:52,939 - mmaction - INFO - Epoch [39][320/999] lr: 5.680e-01, eta: 2 days, 13:05:10, time: 1.094, data_time: 0.002, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5085, loss_cls: 3.5403, loss: 3.5403, grad_norm: 0.9974 2020-10-04 04:23:14,826 - mmaction - INFO - Epoch [39][340/999] lr: 5.680e-01, eta: 2 days, 13:04:59, time: 1.094, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5134, loss_cls: 3.4891, loss: 3.4891, grad_norm: 0.9778 2020-10-04 04:23:36,729 - mmaction - INFO - Epoch [39][360/999] lr: 5.680e-01, eta: 2 days, 13:04:48, time: 1.095, data_time: 0.002, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5042, loss_cls: 3.5372, loss: 3.5372, grad_norm: 0.9985 2020-10-04 04:23:58,541 - mmaction - INFO - Epoch [39][380/999] lr: 5.680e-01, eta: 2 days, 13:04:37, time: 1.091, data_time: 0.003, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5168, loss_cls: 3.5136, loss: 3.5136, grad_norm: 1.0163 2020-10-04 04:24:20,371 - mmaction - INFO - Epoch [39][400/999] lr: 5.680e-01, eta: 2 days, 13:04:26, time: 1.091, data_time: 0.002, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5155, loss_cls: 3.5238, loss: 3.5238, grad_norm: 0.9826 2020-10-04 04:24:42,161 - mmaction - INFO - Epoch [39][420/999] lr: 5.680e-01, eta: 2 days, 13:04:15, time: 1.090, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5085, loss_cls: 3.5209, loss: 3.5209, grad_norm: 0.9834 2020-10-04 04:25:04,094 - mmaction - INFO - Epoch [39][440/999] lr: 5.680e-01, eta: 2 days, 13:04:04, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5169, loss_cls: 3.4949, loss: 3.4949, grad_norm: 0.9840 2020-10-04 04:25:25,950 - mmaction - INFO - Epoch [39][460/999] lr: 5.680e-01, eta: 2 days, 13:03:53, time: 1.094, data_time: 0.003, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5152, loss_cls: 3.4979, loss: 3.4979, grad_norm: 0.9778 2020-10-04 04:25:47,815 - mmaction - INFO - Epoch [39][480/999] lr: 5.680e-01, eta: 2 days, 13:03:42, time: 1.092, data_time: 0.001, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5087, loss_cls: 3.5112, loss: 3.5112, grad_norm: 0.9897 2020-10-04 04:26:09,763 - mmaction - INFO - Epoch [39][500/999] lr: 5.680e-01, eta: 2 days, 13:03:31, time: 1.099, data_time: 0.003, memory: 8478, top1_acc: 0.2594, top5_acc: 0.5038, loss_cls: 3.5621, loss: 3.5621, grad_norm: 1.0017 2020-10-04 04:26:31,645 - mmaction - INFO - Epoch [39][520/999] lr: 5.680e-01, eta: 2 days, 13:03:20, time: 1.093, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5163, loss_cls: 3.5001, loss: 3.5001, grad_norm: 0.9949 2020-10-04 04:26:53,414 - mmaction - INFO - Epoch [39][540/999] lr: 5.680e-01, eta: 2 days, 13:03:09, time: 1.089, data_time: 0.003, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5087, loss_cls: 3.5318, loss: 3.5318, grad_norm: 0.9929 2020-10-04 04:27:15,300 - mmaction - INFO - Epoch [39][560/999] lr: 5.680e-01, eta: 2 days, 13:02:58, time: 1.094, data_time: 0.002, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5004, loss_cls: 3.5575, loss: 3.5575, grad_norm: 0.9947 2020-10-04 04:27:37,254 - mmaction - INFO - Epoch [39][580/999] lr: 5.680e-01, eta: 2 days, 13:02:47, time: 1.097, data_time: 0.001, memory: 8478, top1_acc: 0.2586, top5_acc: 0.5030, loss_cls: 3.5473, loss: 3.5473, grad_norm: 0.9846 2020-10-04 04:27:59,094 - mmaction - INFO - Epoch [39][600/999] lr: 5.680e-01, eta: 2 days, 13:02:36, time: 1.092, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5187, loss_cls: 3.4860, loss: 3.4860, grad_norm: 0.9769 2020-10-04 04:28:20,929 - mmaction - INFO - Epoch [39][620/999] lr: 5.680e-01, eta: 2 days, 13:02:25, time: 1.091, data_time: 0.002, memory: 8478, top1_acc: 0.2643, top5_acc: 0.5090, loss_cls: 3.5220, loss: 3.5220, grad_norm: 0.9736 2020-10-04 04:28:42,829 - mmaction - INFO - Epoch [39][640/999] lr: 5.680e-01, eta: 2 days, 13:02:14, time: 1.095, data_time: 0.002, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5154, loss_cls: 3.5059, loss: 3.5059, grad_norm: 0.9920 2020-10-04 04:29:04,746 - mmaction - INFO - Epoch [39][660/999] lr: 5.680e-01, eta: 2 days, 13:02:03, time: 1.095, data_time: 0.002, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5104, loss_cls: 3.5195, loss: 3.5195, grad_norm: 1.0148 2020-10-04 04:29:26,590 - mmaction - INFO - Epoch [39][680/999] lr: 5.680e-01, eta: 2 days, 13:01:52, time: 1.092, data_time: 0.003, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5078, loss_cls: 3.5272, loss: 3.5272, grad_norm: 0.9751 2020-10-04 04:29:48,450 - mmaction - INFO - Epoch [39][700/999] lr: 5.680e-01, eta: 2 days, 13:01:41, time: 1.093, data_time: 0.002, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5156, loss_cls: 3.4937, loss: 3.4937, grad_norm: 0.9952 2020-10-04 04:30:11,260 - mmaction - INFO - Epoch [39][720/999] lr: 5.680e-01, eta: 2 days, 13:01:35, time: 1.141, data_time: 0.002, memory: 8478, top1_acc: 0.2618, top5_acc: 0.5022, loss_cls: 3.5779, loss: 3.5779, grad_norm: 0.9917 2020-10-04 04:30:33,133 - mmaction - INFO - Epoch [39][740/999] lr: 5.680e-01, eta: 2 days, 13:01:24, time: 1.093, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5129, loss_cls: 3.5043, loss: 3.5043, grad_norm: 0.9745 2020-10-04 04:30:54,964 - mmaction - INFO - Epoch [39][760/999] lr: 5.680e-01, eta: 2 days, 13:01:13, time: 1.091, data_time: 0.002, memory: 8478, top1_acc: 0.2702, top5_acc: 0.5130, loss_cls: 3.5074, loss: 3.5074, grad_norm: 0.9736 2020-10-04 04:31:16,792 - mmaction - INFO - Epoch [39][780/999] lr: 5.680e-01, eta: 2 days, 13:01:01, time: 1.091, data_time: 0.003, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5168, loss_cls: 3.4953, loss: 3.4953, grad_norm: 1.0062 2020-10-04 04:31:38,665 - mmaction - INFO - Epoch [39][800/999] lr: 5.680e-01, eta: 2 days, 13:00:50, time: 1.094, data_time: 0.002, memory: 8478, top1_acc: 0.2741, top5_acc: 0.4997, loss_cls: 3.5505, loss: 3.5505, grad_norm: 0.9802 2020-10-04 04:32:00,500 - mmaction - INFO - Epoch [39][820/999] lr: 5.680e-01, eta: 2 days, 13:00:39, time: 1.092, data_time: 0.002, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5117, loss_cls: 3.5201, loss: 3.5201, grad_norm: 0.9829 2020-10-04 04:32:22,434 - mmaction - INFO - Epoch [39][840/999] lr: 5.680e-01, eta: 2 days, 13:00:28, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5100, loss_cls: 3.5168, loss: 3.5168, grad_norm: 0.9855 2020-10-04 04:32:44,400 - mmaction - INFO - Epoch [39][860/999] lr: 5.680e-01, eta: 2 days, 13:00:17, time: 1.098, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.4967, loss_cls: 3.5611, loss: 3.5611, grad_norm: 0.9990 2020-10-04 04:33:06,157 - mmaction - INFO - Epoch [39][880/999] lr: 5.680e-01, eta: 2 days, 13:00:05, time: 1.088, data_time: 0.002, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5133, loss_cls: 3.4999, loss: 3.4999, grad_norm: 1.0053 2020-10-04 04:33:27,998 - mmaction - INFO - Epoch [39][900/999] lr: 5.680e-01, eta: 2 days, 12:59:54, time: 1.092, data_time: 0.002, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5073, loss_cls: 3.5431, loss: 3.5431, grad_norm: 0.9888 2020-10-04 04:33:49,906 - mmaction - INFO - Epoch [39][920/999] lr: 5.680e-01, eta: 2 days, 12:59:43, time: 1.095, data_time: 0.001, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5085, loss_cls: 3.5296, loss: 3.5296, grad_norm: 0.9751 2020-10-04 04:34:11,773 - mmaction - INFO - Epoch [39][940/999] lr: 5.680e-01, eta: 2 days, 12:59:32, time: 1.093, data_time: 0.002, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5096, loss_cls: 3.5122, loss: 3.5122, grad_norm: 0.9921 2020-10-04 04:34:33,667 - mmaction - INFO - Epoch [39][960/999] lr: 5.680e-01, eta: 2 days, 12:59:21, time: 1.095, data_time: 0.002, memory: 8478, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.5729, loss: 3.5729, grad_norm: 0.9854 2020-10-04 04:34:55,623 - mmaction - INFO - Epoch [39][980/999] lr: 5.680e-01, eta: 2 days, 12:59:10, time: 1.098, data_time: 0.002, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5139, loss_cls: 3.4976, loss: 3.4976, grad_norm: 0.9984 2020-10-04 04:36:07,288 - mmaction - INFO - Epoch [40][20/999] lr: 5.663e-01, eta: 2 days, 12:59:32, time: 2.532, data_time: 1.435, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5138, loss_cls: 3.5136, loss: 3.5136, grad_norm: 1.0010 2020-10-04 04:36:26,981 - mmaction - INFO - Epoch [40][40/999] lr: 5.663e-01, eta: 2 days, 12:59:09, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5152, loss_cls: 3.4955, loss: 3.4955, grad_norm: 0.9913 2020-10-04 04:36:46,868 - mmaction - INFO - Epoch [40][60/999] lr: 5.663e-01, eta: 2 days, 12:58:47, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2768, top5_acc: 0.5197, loss_cls: 3.4739, loss: 3.4739, grad_norm: 0.9897 2020-10-04 04:37:06,738 - mmaction - INFO - Epoch [40][80/999] lr: 5.663e-01, eta: 2 days, 12:58:24, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5112, loss_cls: 3.4910, loss: 3.4910, grad_norm: 0.9802 2020-10-04 04:37:26,681 - mmaction - INFO - Epoch [40][100/999] lr: 5.663e-01, eta: 2 days, 12:58:02, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5096, loss_cls: 3.5166, loss: 3.5166, grad_norm: 0.9938 2020-10-04 04:37:46,669 - mmaction - INFO - Epoch [40][120/999] lr: 5.663e-01, eta: 2 days, 12:57:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5245, loss_cls: 3.4295, loss: 3.4295, grad_norm: 0.9726 2020-10-04 04:38:06,675 - mmaction - INFO - Epoch [40][140/999] lr: 5.663e-01, eta: 2 days, 12:57:19, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5151, loss_cls: 3.4829, loss: 3.4829, grad_norm: 0.9990 2020-10-04 04:38:26,601 - mmaction - INFO - Epoch [40][160/999] lr: 5.663e-01, eta: 2 days, 12:56:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2671, top5_acc: 0.5128, loss_cls: 3.5310, loss: 3.5310, grad_norm: 0.9952 2020-10-04 04:38:46,599 - mmaction - INFO - Epoch [40][180/999] lr: 5.663e-01, eta: 2 days, 12:56:35, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2678, top5_acc: 0.5051, loss_cls: 3.5602, loss: 3.5602, grad_norm: 0.9815 2020-10-04 04:39:06,546 - mmaction - INFO - Epoch [40][200/999] lr: 5.663e-01, eta: 2 days, 12:56:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5152, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.0121 2020-10-04 04:39:26,441 - mmaction - INFO - Epoch [40][220/999] lr: 5.663e-01, eta: 2 days, 12:55:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5120, loss_cls: 3.5261, loss: 3.5261, grad_norm: 0.9839 2020-10-04 04:39:46,353 - mmaction - INFO - Epoch [40][240/999] lr: 5.663e-01, eta: 2 days, 12:55:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5070, loss_cls: 3.5234, loss: 3.5234, grad_norm: 0.9971 2020-10-04 04:40:06,233 - mmaction - INFO - Epoch [40][260/999] lr: 5.663e-01, eta: 2 days, 12:55:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5109, loss_cls: 3.5431, loss: 3.5431, grad_norm: 0.9856 2020-10-04 04:40:26,228 - mmaction - INFO - Epoch [40][280/999] lr: 5.663e-01, eta: 2 days, 12:54:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5217, loss_cls: 3.4459, loss: 3.4459, grad_norm: 0.9830 2020-10-04 04:40:46,214 - mmaction - INFO - Epoch [40][300/999] lr: 5.663e-01, eta: 2 days, 12:54:23, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5109, loss_cls: 3.4798, loss: 3.4798, grad_norm: 0.9843 2020-10-04 04:41:06,144 - mmaction - INFO - Epoch [40][320/999] lr: 5.663e-01, eta: 2 days, 12:54:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5076, loss_cls: 3.5173, loss: 3.5173, grad_norm: 0.9814 2020-10-04 04:41:26,172 - mmaction - INFO - Epoch [40][340/999] lr: 5.663e-01, eta: 2 days, 12:53:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5146, loss_cls: 3.5148, loss: 3.5148, grad_norm: 0.9871 2020-10-04 04:41:46,079 - mmaction - INFO - Epoch [40][360/999] lr: 5.663e-01, eta: 2 days, 12:53:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5078, loss_cls: 3.5464, loss: 3.5464, grad_norm: 0.9723 2020-10-04 04:42:06,071 - mmaction - INFO - Epoch [40][380/999] lr: 5.663e-01, eta: 2 days, 12:52:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5145, loss_cls: 3.5063, loss: 3.5063, grad_norm: 0.9916 2020-10-04 04:42:26,010 - mmaction - INFO - Epoch [40][400/999] lr: 5.663e-01, eta: 2 days, 12:52:33, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5096, loss_cls: 3.4997, loss: 3.4997, grad_norm: 0.9900 2020-10-04 04:42:45,938 - mmaction - INFO - Epoch [40][420/999] lr: 5.663e-01, eta: 2 days, 12:52:11, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5051, loss_cls: 3.5541, loss: 3.5541, grad_norm: 0.9971 2020-10-04 04:43:05,870 - mmaction - INFO - Epoch [40][440/999] lr: 5.663e-01, eta: 2 days, 12:51:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5077, loss_cls: 3.5223, loss: 3.5223, grad_norm: 0.9671 2020-10-04 04:43:25,778 - mmaction - INFO - Epoch [40][460/999] lr: 5.663e-01, eta: 2 days, 12:51:27, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5251, loss_cls: 3.4657, loss: 3.4657, grad_norm: 0.9925 2020-10-04 04:43:45,662 - mmaction - INFO - Epoch [40][480/999] lr: 5.663e-01, eta: 2 days, 12:51:05, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2672, top5_acc: 0.4991, loss_cls: 3.5273, loss: 3.5273, grad_norm: 0.9981 2020-10-04 04:44:05,540 - mmaction - INFO - Epoch [40][500/999] lr: 5.663e-01, eta: 2 days, 12:50:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5194, loss_cls: 3.4914, loss: 3.4914, grad_norm: 0.9816 2020-10-04 04:44:25,435 - mmaction - INFO - Epoch [40][520/999] lr: 5.663e-01, eta: 2 days, 12:50:20, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5103, loss_cls: 3.5244, loss: 3.5244, grad_norm: 0.9844 2020-10-04 04:44:45,345 - mmaction - INFO - Epoch [40][540/999] lr: 5.663e-01, eta: 2 days, 12:49:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5023, loss_cls: 3.5604, loss: 3.5604, grad_norm: 0.9937 2020-10-04 04:45:05,203 - mmaction - INFO - Epoch [40][560/999] lr: 5.663e-01, eta: 2 days, 12:49:36, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.4788, loss: 3.4788, grad_norm: 0.9807 2020-10-04 04:45:25,092 - mmaction - INFO - Epoch [40][580/999] lr: 5.663e-01, eta: 2 days, 12:49:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5057, loss_cls: 3.5484, loss: 3.5484, grad_norm: 0.9966 2020-10-04 04:45:45,004 - mmaction - INFO - Epoch [40][600/999] lr: 5.663e-01, eta: 2 days, 12:48:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2693, top5_acc: 0.5026, loss_cls: 3.5317, loss: 3.5317, grad_norm: 0.9987 2020-10-04 04:46:04,977 - mmaction - INFO - Epoch [40][620/999] lr: 5.663e-01, eta: 2 days, 12:48:29, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5116, loss_cls: 3.4886, loss: 3.4886, grad_norm: 0.9930 2020-10-04 04:46:24,892 - mmaction - INFO - Epoch [40][640/999] lr: 5.663e-01, eta: 2 days, 12:48:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5215, loss_cls: 3.4844, loss: 3.4844, grad_norm: 0.9965 2020-10-04 04:46:44,831 - mmaction - INFO - Epoch [40][660/999] lr: 5.663e-01, eta: 2 days, 12:47:45, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5003, loss_cls: 3.5748, loss: 3.5748, grad_norm: 0.9954 2020-10-04 04:47:04,781 - mmaction - INFO - Epoch [40][680/999] lr: 5.663e-01, eta: 2 days, 12:47:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5150, loss_cls: 3.4958, loss: 3.4958, grad_norm: 0.9762 2020-10-04 04:47:24,702 - mmaction - INFO - Epoch [40][700/999] lr: 5.663e-01, eta: 2 days, 12:47:01, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5072, loss_cls: 3.5294, loss: 3.5294, grad_norm: 0.9926 2020-10-04 04:47:44,616 - mmaction - INFO - Epoch [40][720/999] lr: 5.663e-01, eta: 2 days, 12:46:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2717, top5_acc: 0.5074, loss_cls: 3.5179, loss: 3.5179, grad_norm: 0.9855 2020-10-04 04:48:04,557 - mmaction - INFO - Epoch [40][740/999] lr: 5.663e-01, eta: 2 days, 12:46:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5191, loss_cls: 3.4874, loss: 3.4874, grad_norm: 0.9955 2020-10-04 04:48:24,467 - mmaction - INFO - Epoch [40][760/999] lr: 5.663e-01, eta: 2 days, 12:45:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5177, loss_cls: 3.4843, loss: 3.4843, grad_norm: 0.9964 2020-10-04 04:48:44,439 - mmaction - INFO - Epoch [40][780/999] lr: 5.663e-01, eta: 2 days, 12:45:33, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5070, loss_cls: 3.5337, loss: 3.5337, grad_norm: 1.0085 2020-10-04 04:49:04,442 - mmaction - INFO - Epoch [40][800/999] lr: 5.663e-01, eta: 2 days, 12:45:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5053, loss_cls: 3.5321, loss: 3.5321, grad_norm: 0.9817 2020-10-04 04:49:24,426 - mmaction - INFO - Epoch [40][820/999] lr: 5.663e-01, eta: 2 days, 12:44:50, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5098, loss_cls: 3.5297, loss: 3.5297, grad_norm: 0.9985 2020-10-04 04:49:44,436 - mmaction - INFO - Epoch [40][840/999] lr: 5.663e-01, eta: 2 days, 12:44:29, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5134, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.0082 2020-10-04 04:50:04,266 - mmaction - INFO - Epoch [40][860/999] lr: 5.663e-01, eta: 2 days, 12:44:06, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5092, loss_cls: 3.5102, loss: 3.5102, grad_norm: 0.9840 2020-10-04 04:50:24,299 - mmaction - INFO - Epoch [40][880/999] lr: 5.663e-01, eta: 2 days, 12:43:45, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2717, top5_acc: 0.5141, loss_cls: 3.5063, loss: 3.5063, grad_norm: 0.9954 2020-10-04 04:50:44,155 - mmaction - INFO - Epoch [40][900/999] lr: 5.663e-01, eta: 2 days, 12:43:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2667, top5_acc: 0.5009, loss_cls: 3.5680, loss: 3.5680, grad_norm: 1.0000 2020-10-04 04:51:04,186 - mmaction - INFO - Epoch [40][920/999] lr: 5.663e-01, eta: 2 days, 12:43:01, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2671, top5_acc: 0.5112, loss_cls: 3.5302, loss: 3.5302, grad_norm: 0.9962 2020-10-04 04:51:24,123 - mmaction - INFO - Epoch [40][940/999] lr: 5.663e-01, eta: 2 days, 12:42:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5042, loss_cls: 3.5185, loss: 3.5185, grad_norm: 0.9862 2020-10-04 04:51:44,085 - mmaction - INFO - Epoch [40][960/999] lr: 5.663e-01, eta: 2 days, 12:42:17, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5074, loss_cls: 3.5061, loss: 3.5061, grad_norm: 0.9825 2020-10-04 04:52:04,038 - mmaction - INFO - Epoch [40][980/999] lr: 5.663e-01, eta: 2 days, 12:41:55, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5156, loss_cls: 3.4870, loss: 3.4870, grad_norm: 1.0016 2020-10-04 04:52:23,020 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-04 04:53:36,462 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 04:53:38,058 - mmaction - INFO - top1_acc 0.3176 top5_acc 0.5862 2020-10-04 04:53:38,059 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 04:53:38,153 - mmaction - INFO - mean_acc 0.3153 2020-10-04 04:53:38,153 - mmaction - INFO - Now best checkpoint is epoch_40.pth 2020-10-04 04:53:38,190 - mmaction - INFO - Epoch(val) [40][999] top1_acc: 0.3176, top5_acc: 0.5862, mean_class_accuracy: 0.3153 2020-10-04 04:54:25,096 - mmaction - INFO - Epoch [41][20/999] lr: 5.646e-01, eta: 2 days, 12:41:55, time: 2.343, data_time: 1.335, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5070, loss_cls: 3.5053, loss: 3.5053, grad_norm: 0.9982 2020-10-04 04:54:44,768 - mmaction - INFO - Epoch [41][40/999] lr: 5.646e-01, eta: 2 days, 12:41:32, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5133, loss_cls: 3.4902, loss: 3.4902, grad_norm: 0.9959 2020-10-04 04:55:04,590 - mmaction - INFO - Epoch [41][60/999] lr: 5.646e-01, eta: 2 days, 12:41:09, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5191, loss_cls: 3.4830, loss: 3.4830, grad_norm: 1.0080 2020-10-04 04:55:24,457 - mmaction - INFO - Epoch [41][80/999] lr: 5.646e-01, eta: 2 days, 12:40:47, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5152, loss_cls: 3.5146, loss: 3.5146, grad_norm: 0.9910 2020-10-04 04:55:44,458 - mmaction - INFO - Epoch [41][100/999] lr: 5.646e-01, eta: 2 days, 12:40:25, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.4547, loss: 3.4547, grad_norm: 1.0161 2020-10-04 04:56:04,342 - mmaction - INFO - Epoch [41][120/999] lr: 5.646e-01, eta: 2 days, 12:40:03, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5104, loss_cls: 3.5069, loss: 3.5069, grad_norm: 0.9984 2020-10-04 04:56:24,305 - mmaction - INFO - Epoch [41][140/999] lr: 5.646e-01, eta: 2 days, 12:39:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5090, loss_cls: 3.4946, loss: 3.4946, grad_norm: 1.0137 2020-10-04 04:56:44,191 - mmaction - INFO - Epoch [41][160/999] lr: 5.646e-01, eta: 2 days, 12:39:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5081, loss_cls: 3.5222, loss: 3.5222, grad_norm: 1.0050 2020-10-04 04:57:04,146 - mmaction - INFO - Epoch [41][180/999] lr: 5.646e-01, eta: 2 days, 12:38:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5107, loss_cls: 3.4884, loss: 3.4884, grad_norm: 0.9952 2020-10-04 04:57:24,150 - mmaction - INFO - Epoch [41][200/999] lr: 5.646e-01, eta: 2 days, 12:38:36, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5160, loss_cls: 3.4923, loss: 3.4923, grad_norm: 1.0041 2020-10-04 04:57:44,029 - mmaction - INFO - Epoch [41][220/999] lr: 5.646e-01, eta: 2 days, 12:38:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5065, loss_cls: 3.5286, loss: 3.5286, grad_norm: 0.9878 2020-10-04 04:58:03,899 - mmaction - INFO - Epoch [41][240/999] lr: 5.646e-01, eta: 2 days, 12:37:51, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5139, loss_cls: 3.4970, loss: 3.4970, grad_norm: 0.9719 2020-10-04 04:58:23,871 - mmaction - INFO - Epoch [41][260/999] lr: 5.646e-01, eta: 2 days, 12:37:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2664, top5_acc: 0.5095, loss_cls: 3.5228, loss: 3.5228, grad_norm: 0.9997 2020-10-04 04:58:43,735 - mmaction - INFO - Epoch [41][280/999] lr: 5.646e-01, eta: 2 days, 12:37:07, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5099, loss_cls: 3.5183, loss: 3.5183, grad_norm: 0.9705 2020-10-04 04:59:03,635 - mmaction - INFO - Epoch [41][300/999] lr: 5.646e-01, eta: 2 days, 12:36:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2672, top5_acc: 0.5147, loss_cls: 3.5054, loss: 3.5054, grad_norm: 0.9866 2020-10-04 04:59:23,606 - mmaction - INFO - Epoch [41][320/999] lr: 5.646e-01, eta: 2 days, 12:36:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2695, top5_acc: 0.5052, loss_cls: 3.5075, loss: 3.5075, grad_norm: 0.9949 2020-10-04 04:59:43,507 - mmaction - INFO - Epoch [41][340/999] lr: 5.646e-01, eta: 2 days, 12:36:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5038, loss_cls: 3.5324, loss: 3.5324, grad_norm: 0.9910 2020-10-04 05:00:04,481 - mmaction - INFO - Epoch [41][360/999] lr: 5.646e-01, eta: 2 days, 12:35:45, time: 1.049, data_time: 0.002, memory: 8478, top1_acc: 0.2805, top5_acc: 0.5122, loss_cls: 3.5305, loss: 3.5305, grad_norm: 0.9956 2020-10-04 05:00:25,317 - mmaction - INFO - Epoch [41][380/999] lr: 5.646e-01, eta: 2 days, 12:35:27, time: 1.041, data_time: 0.002, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5177, loss_cls: 3.5055, loss: 3.5055, grad_norm: 0.9941 2020-10-04 05:00:45,259 - mmaction - INFO - Epoch [41][400/999] lr: 5.646e-01, eta: 2 days, 12:35:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5034, loss_cls: 3.5398, loss: 3.5398, grad_norm: 0.9988 2020-10-04 05:01:05,301 - mmaction - INFO - Epoch [41][420/999] lr: 5.646e-01, eta: 2 days, 12:34:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5133, loss_cls: 3.4663, loss: 3.4663, grad_norm: 0.9999 2020-10-04 05:01:25,172 - mmaction - INFO - Epoch [41][440/999] lr: 5.646e-01, eta: 2 days, 12:34:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5130, loss_cls: 3.5226, loss: 3.5226, grad_norm: 1.0207 2020-10-04 05:01:45,159 - mmaction - INFO - Epoch [41][460/999] lr: 5.646e-01, eta: 2 days, 12:34:00, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5142, loss_cls: 3.5335, loss: 3.5335, grad_norm: 0.9924 2020-10-04 05:02:05,142 - mmaction - INFO - Epoch [41][480/999] lr: 5.646e-01, eta: 2 days, 12:33:39, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5143, loss_cls: 3.5041, loss: 3.5041, grad_norm: 0.9767 2020-10-04 05:02:25,121 - mmaction - INFO - Epoch [41][500/999] lr: 5.646e-01, eta: 2 days, 12:33:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5210, loss_cls: 3.4914, loss: 3.4914, grad_norm: 0.9867 2020-10-04 05:02:45,117 - mmaction - INFO - Epoch [41][520/999] lr: 5.646e-01, eta: 2 days, 12:32:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2824, top5_acc: 0.5215, loss_cls: 3.4615, loss: 3.4615, grad_norm: 0.9972 2020-10-04 05:03:04,999 - mmaction - INFO - Epoch [41][540/999] lr: 5.646e-01, eta: 2 days, 12:32:33, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5124, loss_cls: 3.4904, loss: 3.4904, grad_norm: 0.9969 2020-10-04 05:03:24,933 - mmaction - INFO - Epoch [41][560/999] lr: 5.646e-01, eta: 2 days, 12:32:11, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5219, loss_cls: 3.4697, loss: 3.4697, grad_norm: 0.9958 2020-10-04 05:03:44,774 - mmaction - INFO - Epoch [41][580/999] lr: 5.646e-01, eta: 2 days, 12:31:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5132, loss_cls: 3.5220, loss: 3.5220, grad_norm: 0.9988 2020-10-04 05:04:04,693 - mmaction - INFO - Epoch [41][600/999] lr: 5.646e-01, eta: 2 days, 12:31:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5091, loss_cls: 3.5066, loss: 3.5066, grad_norm: 0.9854 2020-10-04 05:04:24,556 - mmaction - INFO - Epoch [41][620/999] lr: 5.646e-01, eta: 2 days, 12:31:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5001, loss_cls: 3.5491, loss: 3.5491, grad_norm: 1.0012 2020-10-04 05:04:44,593 - mmaction - INFO - Epoch [41][640/999] lr: 5.646e-01, eta: 2 days, 12:30:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5193, loss_cls: 3.4823, loss: 3.4823, grad_norm: 0.9918 2020-10-04 05:05:04,607 - mmaction - INFO - Epoch [41][660/999] lr: 5.646e-01, eta: 2 days, 12:30:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5125, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.0058 2020-10-04 05:05:24,528 - mmaction - INFO - Epoch [41][680/999] lr: 5.646e-01, eta: 2 days, 12:29:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5009, loss_cls: 3.5667, loss: 3.5667, grad_norm: 0.9907 2020-10-04 05:05:44,448 - mmaction - INFO - Epoch [41][700/999] lr: 5.646e-01, eta: 2 days, 12:29:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2702, top5_acc: 0.5079, loss_cls: 3.5441, loss: 3.5441, grad_norm: 0.9972 2020-10-04 05:06:04,438 - mmaction - INFO - Epoch [41][720/999] lr: 5.646e-01, eta: 2 days, 12:29:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5145, loss_cls: 3.5140, loss: 3.5140, grad_norm: 0.9783 2020-10-04 05:06:24,397 - mmaction - INFO - Epoch [41][740/999] lr: 5.646e-01, eta: 2 days, 12:28:54, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2659, top5_acc: 0.5031, loss_cls: 3.5502, loss: 3.5502, grad_norm: 0.9875 2020-10-04 05:06:44,309 - mmaction - INFO - Epoch [41][760/999] lr: 5.646e-01, eta: 2 days, 12:28:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2785, top5_acc: 0.5155, loss_cls: 3.4977, loss: 3.4977, grad_norm: 0.9951 2020-10-04 05:07:04,306 - mmaction - INFO - Epoch [41][780/999] lr: 5.646e-01, eta: 2 days, 12:28:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5142, loss_cls: 3.5305, loss: 3.5305, grad_norm: 1.0100 2020-10-04 05:07:24,222 - mmaction - INFO - Epoch [41][800/999] lr: 5.646e-01, eta: 2 days, 12:27:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2813, top5_acc: 0.5186, loss_cls: 3.4848, loss: 3.4848, grad_norm: 0.9951 2020-10-04 05:07:44,062 - mmaction - INFO - Epoch [41][820/999] lr: 5.646e-01, eta: 2 days, 12:27:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2650, top5_acc: 0.5046, loss_cls: 3.5573, loss: 3.5573, grad_norm: 0.9853 2020-10-04 05:08:04,021 - mmaction - INFO - Epoch [41][840/999] lr: 5.646e-01, eta: 2 days, 12:27:04, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5176, loss_cls: 3.4762, loss: 3.4762, grad_norm: 1.0057 2020-10-04 05:08:23,998 - mmaction - INFO - Epoch [41][860/999] lr: 5.646e-01, eta: 2 days, 12:26:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5047, loss_cls: 3.5798, loss: 3.5798, grad_norm: 0.9978 2020-10-04 05:08:43,949 - mmaction - INFO - Epoch [41][880/999] lr: 5.646e-01, eta: 2 days, 12:26:21, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5132, loss_cls: 3.4894, loss: 3.4894, grad_norm: 0.9999 2020-10-04 05:09:04,009 - mmaction - INFO - Epoch [41][900/999] lr: 5.646e-01, eta: 2 days, 12:25:59, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2596, top5_acc: 0.4987, loss_cls: 3.5797, loss: 3.5797, grad_norm: 1.0007 2020-10-04 05:09:23,827 - mmaction - INFO - Epoch [41][920/999] lr: 5.646e-01, eta: 2 days, 12:25:37, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5125, loss_cls: 3.5062, loss: 3.5062, grad_norm: 0.9694 2020-10-04 05:09:43,757 - mmaction - INFO - Epoch [41][940/999] lr: 5.646e-01, eta: 2 days, 12:25:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5061, loss_cls: 3.5382, loss: 3.5382, grad_norm: 0.9973 2020-10-04 05:10:03,692 - mmaction - INFO - Epoch [41][960/999] lr: 5.646e-01, eta: 2 days, 12:24:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5049, loss_cls: 3.5273, loss: 3.5273, grad_norm: 0.9873 2020-10-04 05:10:23,644 - mmaction - INFO - Epoch [41][980/999] lr: 5.646e-01, eta: 2 days, 12:24:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2672, top5_acc: 0.4996, loss_cls: 3.5268, loss: 3.5268, grad_norm: 0.9732 2020-10-04 05:11:39,049 - mmaction - INFO - Epoch [42][20/999] lr: 5.628e-01, eta: 2 days, 12:25:12, time: 2.743, data_time: 1.597, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5102, loss_cls: 3.5174, loss: 3.5174, grad_norm: 0.9950 2020-10-04 05:11:58,789 - mmaction - INFO - Epoch [42][40/999] lr: 5.628e-01, eta: 2 days, 12:24:49, time: 0.988, data_time: 0.004, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5177, loss_cls: 3.4752, loss: 3.4752, grad_norm: 1.0043 2020-10-04 05:12:18,654 - mmaction - INFO - Epoch [42][60/999] lr: 5.628e-01, eta: 2 days, 12:24:27, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5165, loss_cls: 3.4747, loss: 3.4747, grad_norm: 0.9923 2020-10-04 05:12:38,509 - mmaction - INFO - Epoch [42][80/999] lr: 5.628e-01, eta: 2 days, 12:24:05, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2730, top5_acc: 0.5098, loss_cls: 3.4968, loss: 3.4968, grad_norm: 0.9900 2020-10-04 05:12:58,452 - mmaction - INFO - Epoch [42][100/999] lr: 5.628e-01, eta: 2 days, 12:23:43, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5048, loss_cls: 3.5032, loss: 3.5032, grad_norm: 0.9957 2020-10-04 05:13:18,361 - mmaction - INFO - Epoch [42][120/999] lr: 5.628e-01, eta: 2 days, 12:23:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5190, loss_cls: 3.4679, loss: 3.4679, grad_norm: 1.0005 2020-10-04 05:13:38,254 - mmaction - INFO - Epoch [42][140/999] lr: 5.628e-01, eta: 2 days, 12:22:59, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5214, loss_cls: 3.4465, loss: 3.4465, grad_norm: 1.0012 2020-10-04 05:13:58,175 - mmaction - INFO - Epoch [42][160/999] lr: 5.628e-01, eta: 2 days, 12:22:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5092, loss_cls: 3.5266, loss: 3.5266, grad_norm: 0.9937 2020-10-04 05:14:18,102 - mmaction - INFO - Epoch [42][180/999] lr: 5.628e-01, eta: 2 days, 12:22:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2616, top5_acc: 0.5073, loss_cls: 3.5277, loss: 3.5277, grad_norm: 0.9945 2020-10-04 05:14:38,035 - mmaction - INFO - Epoch [42][200/999] lr: 5.628e-01, eta: 2 days, 12:21:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5099, loss_cls: 3.5452, loss: 3.5452, grad_norm: 0.9853 2020-10-04 05:14:57,969 - mmaction - INFO - Epoch [42][220/999] lr: 5.628e-01, eta: 2 days, 12:21:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5219, loss_cls: 3.4601, loss: 3.4601, grad_norm: 1.0088 2020-10-04 05:15:17,878 - mmaction - INFO - Epoch [42][240/999] lr: 5.628e-01, eta: 2 days, 12:21:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5053, loss_cls: 3.4996, loss: 3.4996, grad_norm: 0.9895 2020-10-04 05:15:37,923 - mmaction - INFO - Epoch [42][260/999] lr: 5.628e-01, eta: 2 days, 12:20:48, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5156, loss_cls: 3.5048, loss: 3.5048, grad_norm: 0.9896 2020-10-04 05:15:57,822 - mmaction - INFO - Epoch [42][280/999] lr: 5.628e-01, eta: 2 days, 12:20:25, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5204, loss_cls: 3.4709, loss: 3.4709, grad_norm: 0.9913 2020-10-04 05:16:17,755 - mmaction - INFO - Epoch [42][300/999] lr: 5.628e-01, eta: 2 days, 12:20:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2773, top5_acc: 0.5138, loss_cls: 3.5032, loss: 3.5032, grad_norm: 0.9976 2020-10-04 05:16:37,708 - mmaction - INFO - Epoch [42][320/999] lr: 5.628e-01, eta: 2 days, 12:19:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5255, loss_cls: 3.4773, loss: 3.4773, grad_norm: 0.9833 2020-10-04 05:16:57,552 - mmaction - INFO - Epoch [42][340/999] lr: 5.628e-01, eta: 2 days, 12:19:19, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2788, top5_acc: 0.5099, loss_cls: 3.4930, loss: 3.4930, grad_norm: 1.0018 2020-10-04 05:17:17,521 - mmaction - INFO - Epoch [42][360/999] lr: 5.628e-01, eta: 2 days, 12:18:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5124, loss_cls: 3.5170, loss: 3.5170, grad_norm: 1.0061 2020-10-04 05:17:37,446 - mmaction - INFO - Epoch [42][380/999] lr: 5.628e-01, eta: 2 days, 12:18:36, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5103, loss_cls: 3.5275, loss: 3.5275, grad_norm: 0.9904 2020-10-04 05:17:57,367 - mmaction - INFO - Epoch [42][400/999] lr: 5.628e-01, eta: 2 days, 12:18:14, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.5045, loss: 3.5045, grad_norm: 0.9905 2020-10-04 05:18:17,278 - mmaction - INFO - Epoch [42][420/999] lr: 5.628e-01, eta: 2 days, 12:17:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5233, loss_cls: 3.4421, loss: 3.4421, grad_norm: 0.9984 2020-10-04 05:18:37,272 - mmaction - INFO - Epoch [42][440/999] lr: 5.628e-01, eta: 2 days, 12:17:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5095, loss_cls: 3.5138, loss: 3.5138, grad_norm: 1.0020 2020-10-04 05:18:57,211 - mmaction - INFO - Epoch [42][460/999] lr: 5.628e-01, eta: 2 days, 12:17:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5161, loss_cls: 3.4768, loss: 3.4768, grad_norm: 1.0218 2020-10-04 05:19:17,253 - mmaction - INFO - Epoch [42][480/999] lr: 5.628e-01, eta: 2 days, 12:16:47, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2647, top5_acc: 0.5012, loss_cls: 3.5222, loss: 3.5222, grad_norm: 0.9925 2020-10-04 05:19:37,313 - mmaction - INFO - Epoch [42][500/999] lr: 5.628e-01, eta: 2 days, 12:16:25, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5102, loss_cls: 3.5180, loss: 3.5180, grad_norm: 0.9925 2020-10-04 05:19:57,264 - mmaction - INFO - Epoch [42][520/999] lr: 5.628e-01, eta: 2 days, 12:16:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5148, loss_cls: 3.5018, loss: 3.5018, grad_norm: 1.0014 2020-10-04 05:20:17,128 - mmaction - INFO - Epoch [42][540/999] lr: 5.628e-01, eta: 2 days, 12:15:41, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5165, loss_cls: 3.4891, loss: 3.4891, grad_norm: 0.9859 2020-10-04 05:20:37,062 - mmaction - INFO - Epoch [42][560/999] lr: 5.628e-01, eta: 2 days, 12:15:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5094, loss_cls: 3.5085, loss: 3.5085, grad_norm: 0.9952 2020-10-04 05:20:56,992 - mmaction - INFO - Epoch [42][580/999] lr: 5.628e-01, eta: 2 days, 12:14:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5059, loss_cls: 3.5250, loss: 3.5250, grad_norm: 0.9880 2020-10-04 05:21:16,921 - mmaction - INFO - Epoch [42][600/999] lr: 5.628e-01, eta: 2 days, 12:14:36, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5124, loss_cls: 3.4964, loss: 3.4964, grad_norm: 0.9829 2020-10-04 05:21:36,860 - mmaction - INFO - Epoch [42][620/999] lr: 5.628e-01, eta: 2 days, 12:14:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5090, loss_cls: 3.5172, loss: 3.5172, grad_norm: 0.9894 2020-10-04 05:21:56,754 - mmaction - INFO - Epoch [42][640/999] lr: 5.628e-01, eta: 2 days, 12:13:52, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5172, loss_cls: 3.4618, loss: 3.4618, grad_norm: 0.9776 2020-10-04 05:22:16,674 - mmaction - INFO - Epoch [42][660/999] lr: 5.628e-01, eta: 2 days, 12:13:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5059, loss_cls: 3.5341, loss: 3.5341, grad_norm: 0.9946 2020-10-04 05:22:36,500 - mmaction - INFO - Epoch [42][680/999] lr: 5.628e-01, eta: 2 days, 12:13:08, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5083, loss_cls: 3.5351, loss: 3.5351, grad_norm: 1.0089 2020-10-04 05:22:56,574 - mmaction - INFO - Epoch [42][700/999] lr: 5.628e-01, eta: 2 days, 12:12:46, time: 1.002, data_time: 0.000, memory: 8478, top1_acc: 0.2639, top5_acc: 0.5014, loss_cls: 3.5589, loss: 3.5589, grad_norm: 0.9945 2020-10-04 05:23:16,444 - mmaction - INFO - Epoch [42][720/999] lr: 5.628e-01, eta: 2 days, 12:12:24, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5091, loss_cls: 3.4972, loss: 3.4972, grad_norm: 0.9950 2020-10-04 05:23:36,437 - mmaction - INFO - Epoch [42][740/999] lr: 5.628e-01, eta: 2 days, 12:12:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5139, loss_cls: 3.4866, loss: 3.4866, grad_norm: 0.9974 2020-10-04 05:23:56,309 - mmaction - INFO - Epoch [42][760/999] lr: 5.628e-01, eta: 2 days, 12:11:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5107, loss_cls: 3.5512, loss: 3.5512, grad_norm: 0.9930 2020-10-04 05:24:16,101 - mmaction - INFO - Epoch [42][780/999] lr: 5.628e-01, eta: 2 days, 12:11:18, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2629, top5_acc: 0.5070, loss_cls: 3.5426, loss: 3.5426, grad_norm: 0.9716 2020-10-04 05:24:36,027 - mmaction - INFO - Epoch [42][800/999] lr: 5.628e-01, eta: 2 days, 12:10:56, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5174, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.0000 2020-10-04 05:24:55,897 - mmaction - INFO - Epoch [42][820/999] lr: 5.628e-01, eta: 2 days, 12:10:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2652, top5_acc: 0.5121, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.0122 2020-10-04 05:25:15,944 - mmaction - INFO - Epoch [42][840/999] lr: 5.628e-01, eta: 2 days, 12:10:12, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5147, loss_cls: 3.5217, loss: 3.5217, grad_norm: 0.9987 2020-10-04 05:25:35,989 - mmaction - INFO - Epoch [42][860/999] lr: 5.628e-01, eta: 2 days, 12:09:51, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5099, loss_cls: 3.5128, loss: 3.5128, grad_norm: 0.9950 2020-10-04 05:25:56,051 - mmaction - INFO - Epoch [42][880/999] lr: 5.628e-01, eta: 2 days, 12:09:30, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5161, loss_cls: 3.4929, loss: 3.4929, grad_norm: 0.9779 2020-10-04 05:26:15,979 - mmaction - INFO - Epoch [42][900/999] lr: 5.628e-01, eta: 2 days, 12:09:08, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5120, loss_cls: 3.4905, loss: 3.4905, grad_norm: 1.0022 2020-10-04 05:26:35,773 - mmaction - INFO - Epoch [42][920/999] lr: 5.628e-01, eta: 2 days, 12:08:45, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5142, loss_cls: 3.5091, loss: 3.5091, grad_norm: 1.0112 2020-10-04 05:26:55,793 - mmaction - INFO - Epoch [42][940/999] lr: 5.628e-01, eta: 2 days, 12:08:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5083, loss_cls: 3.5290, loss: 3.5290, grad_norm: 0.9818 2020-10-04 05:27:15,716 - mmaction - INFO - Epoch [42][960/999] lr: 5.628e-01, eta: 2 days, 12:08:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5147, loss_cls: 3.4970, loss: 3.4970, grad_norm: 1.0059 2020-10-04 05:27:35,649 - mmaction - INFO - Epoch [42][980/999] lr: 5.628e-01, eta: 2 days, 12:07:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5115, loss_cls: 3.5090, loss: 3.5090, grad_norm: 0.9977 2020-10-04 05:28:44,597 - mmaction - INFO - Epoch [43][20/999] lr: 5.610e-01, eta: 2 days, 12:07:53, time: 2.491, data_time: 1.423, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5219, loss_cls: 3.4738, loss: 3.4738, grad_norm: 0.9895 2020-10-04 05:29:04,304 - mmaction - INFO - Epoch [43][40/999] lr: 5.610e-01, eta: 2 days, 12:07:30, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2785, top5_acc: 0.5138, loss_cls: 3.4728, loss: 3.4728, grad_norm: 0.9812 2020-10-04 05:29:24,250 - mmaction - INFO - Epoch [43][60/999] lr: 5.610e-01, eta: 2 days, 12:07:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5216, loss_cls: 3.4583, loss: 3.4583, grad_norm: 0.9873 2020-10-04 05:29:44,231 - mmaction - INFO - Epoch [43][80/999] lr: 5.610e-01, eta: 2 days, 12:06:47, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5208, loss_cls: 3.4784, loss: 3.4784, grad_norm: 0.9938 2020-10-04 05:30:04,082 - mmaction - INFO - Epoch [43][100/999] lr: 5.610e-01, eta: 2 days, 12:06:24, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2617, top5_acc: 0.5026, loss_cls: 3.5499, loss: 3.5499, grad_norm: 0.9917 2020-10-04 05:30:24,803 - mmaction - INFO - Epoch [43][120/999] lr: 5.610e-01, eta: 2 days, 12:06:07, time: 1.038, data_time: 0.004, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5206, loss_cls: 3.4577, loss: 3.4577, grad_norm: 1.0011 2020-10-04 05:30:44,742 - mmaction - INFO - Epoch [43][140/999] lr: 5.610e-01, eta: 2 days, 12:05:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5082, loss_cls: 3.5210, loss: 3.5210, grad_norm: 0.9958 2020-10-04 05:31:04,803 - mmaction - INFO - Epoch [43][160/999] lr: 5.610e-01, eta: 2 days, 12:05:24, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5168, loss_cls: 3.4841, loss: 3.4841, grad_norm: 0.9996 2020-10-04 05:31:24,786 - mmaction - INFO - Epoch [43][180/999] lr: 5.610e-01, eta: 2 days, 12:05:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2805, top5_acc: 0.5224, loss_cls: 3.4456, loss: 3.4456, grad_norm: 0.9970 2020-10-04 05:31:44,721 - mmaction - INFO - Epoch [43][200/999] lr: 5.610e-01, eta: 2 days, 12:04:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5171, loss_cls: 3.4830, loss: 3.4830, grad_norm: 0.9978 2020-10-04 05:32:04,608 - mmaction - INFO - Epoch [43][220/999] lr: 5.610e-01, eta: 2 days, 12:04:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2842, top5_acc: 0.5227, loss_cls: 3.4358, loss: 3.4358, grad_norm: 1.0118 2020-10-04 05:32:24,541 - mmaction - INFO - Epoch [43][240/999] lr: 5.610e-01, eta: 2 days, 12:03:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2678, top5_acc: 0.5109, loss_cls: 3.5455, loss: 3.5455, grad_norm: 1.0199 2020-10-04 05:32:44,508 - mmaction - INFO - Epoch [43][260/999] lr: 5.610e-01, eta: 2 days, 12:03:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5100, loss_cls: 3.5423, loss: 3.5423, grad_norm: 0.9964 2020-10-04 05:33:04,544 - mmaction - INFO - Epoch [43][280/999] lr: 5.610e-01, eta: 2 days, 12:03:13, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5139, loss_cls: 3.4865, loss: 3.4865, grad_norm: 0.9983 2020-10-04 05:33:24,378 - mmaction - INFO - Epoch [43][300/999] lr: 5.610e-01, eta: 2 days, 12:02:51, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5155, loss_cls: 3.4817, loss: 3.4817, grad_norm: 1.0039 2020-10-04 05:33:44,392 - mmaction - INFO - Epoch [43][320/999] lr: 5.610e-01, eta: 2 days, 12:02:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5190, loss_cls: 3.4782, loss: 3.4782, grad_norm: 1.0094 2020-10-04 05:34:04,389 - mmaction - INFO - Epoch [43][340/999] lr: 5.610e-01, eta: 2 days, 12:02:08, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5109, loss_cls: 3.4893, loss: 3.4893, grad_norm: 1.0018 2020-10-04 05:34:24,267 - mmaction - INFO - Epoch [43][360/999] lr: 5.610e-01, eta: 2 days, 12:01:46, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2622, top5_acc: 0.5150, loss_cls: 3.5082, loss: 3.5082, grad_norm: 0.9917 2020-10-04 05:34:44,287 - mmaction - INFO - Epoch [43][380/999] lr: 5.610e-01, eta: 2 days, 12:01:24, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2703, top5_acc: 0.5116, loss_cls: 3.5189, loss: 3.5189, grad_norm: 1.0046 2020-10-04 05:35:04,232 - mmaction - INFO - Epoch [43][400/999] lr: 5.610e-01, eta: 2 days, 12:01:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5158, loss_cls: 3.4942, loss: 3.4942, grad_norm: 0.9786 2020-10-04 05:35:24,111 - mmaction - INFO - Epoch [43][420/999] lr: 5.610e-01, eta: 2 days, 12:00:40, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5207, loss_cls: 3.4798, loss: 3.4798, grad_norm: 1.0028 2020-10-04 05:35:44,018 - mmaction - INFO - Epoch [43][440/999] lr: 5.610e-01, eta: 2 days, 12:00:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5128, loss_cls: 3.4965, loss: 3.4965, grad_norm: 0.9995 2020-10-04 05:36:03,957 - mmaction - INFO - Epoch [43][460/999] lr: 5.610e-01, eta: 2 days, 11:59:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5100, loss_cls: 3.5258, loss: 3.5258, grad_norm: 0.9855 2020-10-04 05:36:23,824 - mmaction - INFO - Epoch [43][480/999] lr: 5.610e-01, eta: 2 days, 11:59:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5117, loss_cls: 3.5312, loss: 3.5312, grad_norm: 0.9922 2020-10-04 05:36:43,642 - mmaction - INFO - Epoch [43][500/999] lr: 5.610e-01, eta: 2 days, 11:59:12, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5270, loss_cls: 3.4617, loss: 3.4617, grad_norm: 0.9964 2020-10-04 05:37:03,590 - mmaction - INFO - Epoch [43][520/999] lr: 5.610e-01, eta: 2 days, 11:58:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2680, top5_acc: 0.4999, loss_cls: 3.5534, loss: 3.5534, grad_norm: 1.0113 2020-10-04 05:37:23,488 - mmaction - INFO - Epoch [43][540/999] lr: 5.610e-01, eta: 2 days, 11:58:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5160, loss_cls: 3.4774, loss: 3.4774, grad_norm: 0.9879 2020-10-04 05:37:43,534 - mmaction - INFO - Epoch [43][560/999] lr: 5.610e-01, eta: 2 days, 11:58:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5121, loss_cls: 3.5063, loss: 3.5063, grad_norm: 0.9877 2020-10-04 05:38:03,527 - mmaction - INFO - Epoch [43][580/999] lr: 5.610e-01, eta: 2 days, 11:57:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2730, top5_acc: 0.5122, loss_cls: 3.4988, loss: 3.4988, grad_norm: 1.0005 2020-10-04 05:38:23,425 - mmaction - INFO - Epoch [43][600/999] lr: 5.610e-01, eta: 2 days, 11:57:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5189, loss_cls: 3.4724, loss: 3.4724, grad_norm: 0.9946 2020-10-04 05:38:43,370 - mmaction - INFO - Epoch [43][620/999] lr: 5.610e-01, eta: 2 days, 11:57:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2641, top5_acc: 0.5060, loss_cls: 3.5195, loss: 3.5195, grad_norm: 1.0010 2020-10-04 05:39:03,345 - mmaction - INFO - Epoch [43][640/999] lr: 5.610e-01, eta: 2 days, 11:56:40, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2685, top5_acc: 0.5117, loss_cls: 3.5131, loss: 3.5131, grad_norm: 0.9882 2020-10-04 05:39:23,180 - mmaction - INFO - Epoch [43][660/999] lr: 5.610e-01, eta: 2 days, 11:56:18, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5112, loss_cls: 3.4822, loss: 3.4822, grad_norm: 0.9852 2020-10-04 05:39:43,081 - mmaction - INFO - Epoch [43][680/999] lr: 5.610e-01, eta: 2 days, 11:55:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5169, loss_cls: 3.4914, loss: 3.4914, grad_norm: 0.9967 2020-10-04 05:40:03,117 - mmaction - INFO - Epoch [43][700/999] lr: 5.610e-01, eta: 2 days, 11:55:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5113, loss_cls: 3.5269, loss: 3.5269, grad_norm: 0.9985 2020-10-04 05:40:23,126 - mmaction - INFO - Epoch [43][720/999] lr: 5.610e-01, eta: 2 days, 11:55:13, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5198, loss_cls: 3.5086, loss: 3.5086, grad_norm: 1.0127 2020-10-04 05:40:43,040 - mmaction - INFO - Epoch [43][740/999] lr: 5.610e-01, eta: 2 days, 11:54:51, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5059, loss_cls: 3.5178, loss: 3.5178, grad_norm: 1.0008 2020-10-04 05:41:02,982 - mmaction - INFO - Epoch [43][760/999] lr: 5.610e-01, eta: 2 days, 11:54:29, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2669, top5_acc: 0.5077, loss_cls: 3.5565, loss: 3.5565, grad_norm: 0.9953 2020-10-04 05:41:22,840 - mmaction - INFO - Epoch [43][780/999] lr: 5.610e-01, eta: 2 days, 11:54:07, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5161, loss_cls: 3.4996, loss: 3.4996, grad_norm: 0.9962 2020-10-04 05:41:42,850 - mmaction - INFO - Epoch [43][800/999] lr: 5.610e-01, eta: 2 days, 11:53:46, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5190, loss_cls: 3.4967, loss: 3.4967, grad_norm: 0.9992 2020-10-04 05:42:02,747 - mmaction - INFO - Epoch [43][820/999] lr: 5.610e-01, eta: 2 days, 11:53:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5141, loss_cls: 3.4926, loss: 3.4926, grad_norm: 1.0114 2020-10-04 05:42:22,648 - mmaction - INFO - Epoch [43][840/999] lr: 5.610e-01, eta: 2 days, 11:53:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5130, loss_cls: 3.4829, loss: 3.4829, grad_norm: 0.9822 2020-10-04 05:42:42,616 - mmaction - INFO - Epoch [43][860/999] lr: 5.610e-01, eta: 2 days, 11:52:40, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5156, loss_cls: 3.4764, loss: 3.4764, grad_norm: 0.9957 2020-10-04 05:43:02,596 - mmaction - INFO - Epoch [43][880/999] lr: 5.610e-01, eta: 2 days, 11:52:18, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5177, loss_cls: 3.4779, loss: 3.4779, grad_norm: 1.0188 2020-10-04 05:43:22,502 - mmaction - INFO - Epoch [43][900/999] lr: 5.610e-01, eta: 2 days, 11:51:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5128, loss_cls: 3.5267, loss: 3.5267, grad_norm: 1.0015 2020-10-04 05:43:42,482 - mmaction - INFO - Epoch [43][920/999] lr: 5.610e-01, eta: 2 days, 11:51:35, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2625, top5_acc: 0.5057, loss_cls: 3.5493, loss: 3.5493, grad_norm: 0.9940 2020-10-04 05:44:02,328 - mmaction - INFO - Epoch [43][940/999] lr: 5.610e-01, eta: 2 days, 11:51:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5094, loss_cls: 3.5122, loss: 3.5122, grad_norm: 1.0075 2020-10-04 05:44:22,371 - mmaction - INFO - Epoch [43][960/999] lr: 5.610e-01, eta: 2 days, 11:50:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5138, loss_cls: 3.5125, loss: 3.5125, grad_norm: 1.0008 2020-10-04 05:44:42,226 - mmaction - INFO - Epoch [43][980/999] lr: 5.610e-01, eta: 2 days, 11:50:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5204, loss_cls: 3.4716, loss: 3.4716, grad_norm: 0.9864 2020-10-04 05:45:51,446 - mmaction - INFO - Epoch [44][20/999] lr: 5.592e-01, eta: 2 days, 11:50:42, time: 2.503, data_time: 1.518, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5138, loss_cls: 3.5277, loss: 3.5277, grad_norm: 0.9911 2020-10-04 05:46:11,211 - mmaction - INFO - Epoch [44][40/999] lr: 5.592e-01, eta: 2 days, 11:50:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5232, loss_cls: 3.4704, loss: 3.4704, grad_norm: 1.0091 2020-10-04 05:46:31,127 - mmaction - INFO - Epoch [44][60/999] lr: 5.592e-01, eta: 2 days, 11:49:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5193, loss_cls: 3.4830, loss: 3.4830, grad_norm: 0.9915 2020-10-04 05:46:51,043 - mmaction - INFO - Epoch [44][80/999] lr: 5.592e-01, eta: 2 days, 11:49:36, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5249, loss_cls: 3.4476, loss: 3.4476, grad_norm: 0.9983 2020-10-04 05:47:10,998 - mmaction - INFO - Epoch [44][100/999] lr: 5.592e-01, eta: 2 days, 11:49:14, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5271, loss_cls: 3.4542, loss: 3.4542, grad_norm: 1.0033 2020-10-04 05:47:30,947 - mmaction - INFO - Epoch [44][120/999] lr: 5.592e-01, eta: 2 days, 11:48:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5128, loss_cls: 3.4850, loss: 3.4850, grad_norm: 1.0059 2020-10-04 05:47:50,884 - mmaction - INFO - Epoch [44][140/999] lr: 5.592e-01, eta: 2 days, 11:48:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5074, loss_cls: 3.5165, loss: 3.5165, grad_norm: 0.9900 2020-10-04 05:48:10,893 - mmaction - INFO - Epoch [44][160/999] lr: 5.592e-01, eta: 2 days, 11:48:09, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2762, top5_acc: 0.5279, loss_cls: 3.4629, loss: 3.4629, grad_norm: 1.0130 2020-10-04 05:48:30,875 - mmaction - INFO - Epoch [44][180/999] lr: 5.592e-01, eta: 2 days, 11:47:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5065, loss_cls: 3.5279, loss: 3.5279, grad_norm: 0.9921 2020-10-04 05:48:50,822 - mmaction - INFO - Epoch [44][200/999] lr: 5.592e-01, eta: 2 days, 11:47:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5111, loss_cls: 3.4989, loss: 3.4989, grad_norm: 0.9771 2020-10-04 05:49:10,781 - mmaction - INFO - Epoch [44][220/999] lr: 5.592e-01, eta: 2 days, 11:47:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5104, loss_cls: 3.4900, loss: 3.4900, grad_norm: 0.9972 2020-10-04 05:49:30,790 - mmaction - INFO - Epoch [44][240/999] lr: 5.592e-01, eta: 2 days, 11:46:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5174, loss_cls: 3.4681, loss: 3.4681, grad_norm: 0.9960 2020-10-04 05:49:50,725 - mmaction - INFO - Epoch [44][260/999] lr: 5.592e-01, eta: 2 days, 11:46:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2635, top5_acc: 0.5031, loss_cls: 3.5384, loss: 3.5384, grad_norm: 1.0056 2020-10-04 05:50:10,599 - mmaction - INFO - Epoch [44][280/999] lr: 5.592e-01, eta: 2 days, 11:45:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5125, loss_cls: 3.5414, loss: 3.5414, grad_norm: 1.0008 2020-10-04 05:50:30,542 - mmaction - INFO - Epoch [44][300/999] lr: 5.592e-01, eta: 2 days, 11:45:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5219, loss_cls: 3.4674, loss: 3.4674, grad_norm: 0.9982 2020-10-04 05:50:50,493 - mmaction - INFO - Epoch [44][320/999] lr: 5.592e-01, eta: 2 days, 11:45:15, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5118, loss_cls: 3.4976, loss: 3.4976, grad_norm: 0.9849 2020-10-04 05:51:10,398 - mmaction - INFO - Epoch [44][340/999] lr: 5.592e-01, eta: 2 days, 11:44:53, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5194, loss_cls: 3.4674, loss: 3.4674, grad_norm: 1.0115 2020-10-04 05:51:30,394 - mmaction - INFO - Epoch [44][360/999] lr: 5.592e-01, eta: 2 days, 11:44:32, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5180, loss_cls: 3.4814, loss: 3.4814, grad_norm: 0.9970 2020-10-04 05:51:50,335 - mmaction - INFO - Epoch [44][380/999] lr: 5.592e-01, eta: 2 days, 11:44:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2638, top5_acc: 0.5034, loss_cls: 3.5458, loss: 3.5458, grad_norm: 1.0004 2020-10-04 05:52:10,264 - mmaction - INFO - Epoch [44][400/999] lr: 5.592e-01, eta: 2 days, 11:43:48, time: 0.998, data_time: 0.005, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5065, loss_cls: 3.5268, loss: 3.5268, grad_norm: 0.9892 2020-10-04 05:52:30,180 - mmaction - INFO - Epoch [44][420/999] lr: 5.592e-01, eta: 2 days, 11:43:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2671, top5_acc: 0.5029, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.0112 2020-10-04 05:52:50,151 - mmaction - INFO - Epoch [44][440/999] lr: 5.592e-01, eta: 2 days, 11:43:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5228, loss_cls: 3.4725, loss: 3.4725, grad_norm: 0.9881 2020-10-04 05:53:10,229 - mmaction - INFO - Epoch [44][460/999] lr: 5.592e-01, eta: 2 days, 11:42:43, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2704, top5_acc: 0.5012, loss_cls: 3.5470, loss: 3.5470, grad_norm: 1.0041 2020-10-04 05:53:30,197 - mmaction - INFO - Epoch [44][480/999] lr: 5.592e-01, eta: 2 days, 11:42:22, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5148, loss_cls: 3.4917, loss: 3.4917, grad_norm: 0.9922 2020-10-04 05:53:50,058 - mmaction - INFO - Epoch [44][500/999] lr: 5.592e-01, eta: 2 days, 11:42:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5133, loss_cls: 3.4973, loss: 3.4973, grad_norm: 1.0124 2020-10-04 05:54:10,035 - mmaction - INFO - Epoch [44][520/999] lr: 5.592e-01, eta: 2 days, 11:41:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5165, loss_cls: 3.4737, loss: 3.4737, grad_norm: 0.9914 2020-10-04 05:54:29,908 - mmaction - INFO - Epoch [44][540/999] lr: 5.592e-01, eta: 2 days, 11:41:16, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5115, loss_cls: 3.5047, loss: 3.5047, grad_norm: 0.9747 2020-10-04 05:54:49,847 - mmaction - INFO - Epoch [44][560/999] lr: 5.592e-01, eta: 2 days, 11:40:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5125, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.0015 2020-10-04 05:55:09,773 - mmaction - INFO - Epoch [44][580/999] lr: 5.592e-01, eta: 2 days, 11:40:33, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2699, top5_acc: 0.5146, loss_cls: 3.5044, loss: 3.5044, grad_norm: 0.9854 2020-10-04 05:55:29,755 - mmaction - INFO - Epoch [44][600/999] lr: 5.592e-01, eta: 2 days, 11:40:11, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5164, loss_cls: 3.5005, loss: 3.5005, grad_norm: 1.0041 2020-10-04 05:55:49,734 - mmaction - INFO - Epoch [44][620/999] lr: 5.592e-01, eta: 2 days, 11:39:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2694, top5_acc: 0.4993, loss_cls: 3.5178, loss: 3.5178, grad_norm: 1.0005 2020-10-04 05:56:09,615 - mmaction - INFO - Epoch [44][640/999] lr: 5.592e-01, eta: 2 days, 11:39:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5182, loss_cls: 3.4779, loss: 3.4779, grad_norm: 0.9841 2020-10-04 05:56:29,556 - mmaction - INFO - Epoch [44][660/999] lr: 5.592e-01, eta: 2 days, 11:39:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5145, loss_cls: 3.4761, loss: 3.4761, grad_norm: 1.0164 2020-10-04 05:56:49,457 - mmaction - INFO - Epoch [44][680/999] lr: 5.592e-01, eta: 2 days, 11:38:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5167, loss_cls: 3.4822, loss: 3.4822, grad_norm: 0.9887 2020-10-04 05:57:09,348 - mmaction - INFO - Epoch [44][700/999] lr: 5.592e-01, eta: 2 days, 11:38:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5194, loss_cls: 3.4849, loss: 3.4849, grad_norm: 1.0040 2020-10-04 05:57:29,246 - mmaction - INFO - Epoch [44][720/999] lr: 5.592e-01, eta: 2 days, 11:38:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5076, loss_cls: 3.5158, loss: 3.5158, grad_norm: 1.0143 2020-10-04 05:57:49,208 - mmaction - INFO - Epoch [44][740/999] lr: 5.592e-01, eta: 2 days, 11:37:38, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2861, top5_acc: 0.5237, loss_cls: 3.4608, loss: 3.4608, grad_norm: 0.9890 2020-10-04 05:58:09,216 - mmaction - INFO - Epoch [44][760/999] lr: 5.592e-01, eta: 2 days, 11:37:17, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5122, loss_cls: 3.4908, loss: 3.4908, grad_norm: 1.0029 2020-10-04 05:58:29,149 - mmaction - INFO - Epoch [44][780/999] lr: 5.592e-01, eta: 2 days, 11:36:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5174, loss_cls: 3.5170, loss: 3.5170, grad_norm: 0.9875 2020-10-04 05:58:49,089 - mmaction - INFO - Epoch [44][800/999] lr: 5.592e-01, eta: 2 days, 11:36:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5197, loss_cls: 3.4481, loss: 3.4481, grad_norm: 0.9975 2020-10-04 05:59:08,935 - mmaction - INFO - Epoch [44][820/999] lr: 5.592e-01, eta: 2 days, 11:36:11, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5173, loss_cls: 3.4907, loss: 3.4907, grad_norm: 0.9974 2020-10-04 05:59:28,842 - mmaction - INFO - Epoch [44][840/999] lr: 5.592e-01, eta: 2 days, 11:35:49, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5129, loss_cls: 3.5044, loss: 3.5044, grad_norm: 1.0003 2020-10-04 05:59:48,636 - mmaction - INFO - Epoch [44][860/999] lr: 5.592e-01, eta: 2 days, 11:35:27, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2725, top5_acc: 0.5102, loss_cls: 3.5246, loss: 3.5246, grad_norm: 0.9796 2020-10-04 06:00:10,635 - mmaction - INFO - Epoch [44][880/999] lr: 5.592e-01, eta: 2 days, 11:35:15, time: 1.100, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5184, loss_cls: 3.4701, loss: 3.4701, grad_norm: 0.9991 2020-10-04 06:00:30,610 - mmaction - INFO - Epoch [44][900/999] lr: 5.592e-01, eta: 2 days, 11:34:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5117, loss_cls: 3.4899, loss: 3.4899, grad_norm: 1.0170 2020-10-04 06:00:50,566 - mmaction - INFO - Epoch [44][920/999] lr: 5.592e-01, eta: 2 days, 11:34:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5255, loss_cls: 3.4667, loss: 3.4667, grad_norm: 0.9905 2020-10-04 06:01:10,540 - mmaction - INFO - Epoch [44][940/999] lr: 5.592e-01, eta: 2 days, 11:34:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5167, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.0008 2020-10-04 06:01:30,393 - mmaction - INFO - Epoch [44][960/999] lr: 5.592e-01, eta: 2 days, 11:33:48, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2707, top5_acc: 0.5107, loss_cls: 3.5356, loss: 3.5356, grad_norm: 1.0002 2020-10-04 06:01:50,216 - mmaction - INFO - Epoch [44][980/999] lr: 5.592e-01, eta: 2 days, 11:33:26, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2676, top5_acc: 0.5068, loss_cls: 3.5230, loss: 3.5230, grad_norm: 0.9878 2020-10-04 06:03:04,091 - mmaction - INFO - Epoch [45][20/999] lr: 5.573e-01, eta: 2 days, 11:33:53, time: 2.665, data_time: 1.648, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5092, loss_cls: 3.4976, loss: 3.4976, grad_norm: 1.0007 2020-10-04 06:03:23,753 - mmaction - INFO - Epoch [45][40/999] lr: 5.573e-01, eta: 2 days, 11:33:30, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2836, top5_acc: 0.5233, loss_cls: 3.4467, loss: 3.4467, grad_norm: 1.0093 2020-10-04 06:03:43,566 - mmaction - INFO - Epoch [45][60/999] lr: 5.573e-01, eta: 2 days, 11:33:07, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5253, loss_cls: 3.4073, loss: 3.4073, grad_norm: 0.9853 2020-10-04 06:04:03,543 - mmaction - INFO - Epoch [45][80/999] lr: 5.573e-01, eta: 2 days, 11:32:46, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5203, loss_cls: 3.4576, loss: 3.4576, grad_norm: 1.0121 2020-10-04 06:04:23,436 - mmaction - INFO - Epoch [45][100/999] lr: 5.573e-01, eta: 2 days, 11:32:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5092, loss_cls: 3.5190, loss: 3.5190, grad_norm: 0.9913 2020-10-04 06:04:43,231 - mmaction - INFO - Epoch [45][120/999] lr: 5.573e-01, eta: 2 days, 11:32:01, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5177, loss_cls: 3.4628, loss: 3.4628, grad_norm: 0.9924 2020-10-04 06:05:03,139 - mmaction - INFO - Epoch [45][140/999] lr: 5.573e-01, eta: 2 days, 11:31:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5094, loss_cls: 3.5196, loss: 3.5196, grad_norm: 1.0161 2020-10-04 06:05:23,103 - mmaction - INFO - Epoch [45][160/999] lr: 5.573e-01, eta: 2 days, 11:31:18, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5224, loss_cls: 3.4626, loss: 3.4626, grad_norm: 0.9876 2020-10-04 06:05:42,996 - mmaction - INFO - Epoch [45][180/999] lr: 5.573e-01, eta: 2 days, 11:30:56, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5228, loss_cls: 3.4805, loss: 3.4805, grad_norm: 1.0019 2020-10-04 06:06:02,875 - mmaction - INFO - Epoch [45][200/999] lr: 5.573e-01, eta: 2 days, 11:30:34, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5077, loss_cls: 3.5086, loss: 3.5086, grad_norm: 0.9968 2020-10-04 06:06:22,694 - mmaction - INFO - Epoch [45][220/999] lr: 5.573e-01, eta: 2 days, 11:30:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5038, loss_cls: 3.5326, loss: 3.5326, grad_norm: 1.0047 2020-10-04 06:06:42,630 - mmaction - INFO - Epoch [45][240/999] lr: 5.573e-01, eta: 2 days, 11:29:50, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5142, loss_cls: 3.4954, loss: 3.4954, grad_norm: 0.9926 2020-10-04 06:07:02,522 - mmaction - INFO - Epoch [45][260/999] lr: 5.573e-01, eta: 2 days, 11:29:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5169, loss_cls: 3.4883, loss: 3.4883, grad_norm: 0.9839 2020-10-04 06:07:22,479 - mmaction - INFO - Epoch [45][280/999] lr: 5.573e-01, eta: 2 days, 11:29:06, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5189, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.0119 2020-10-04 06:07:42,527 - mmaction - INFO - Epoch [45][300/999] lr: 5.573e-01, eta: 2 days, 11:28:45, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5228, loss_cls: 3.4625, loss: 3.4625, grad_norm: 0.9927 2020-10-04 06:08:02,482 - mmaction - INFO - Epoch [45][320/999] lr: 5.573e-01, eta: 2 days, 11:28:23, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5212, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.0097 2020-10-04 06:08:22,410 - mmaction - INFO - Epoch [45][340/999] lr: 5.573e-01, eta: 2 days, 11:28:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5139, loss_cls: 3.5072, loss: 3.5072, grad_norm: 0.9968 2020-10-04 06:08:42,399 - mmaction - INFO - Epoch [45][360/999] lr: 5.573e-01, eta: 2 days, 11:27:40, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5172, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.0102 2020-10-04 06:09:02,340 - mmaction - INFO - Epoch [45][380/999] lr: 5.573e-01, eta: 2 days, 11:27:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5189, loss_cls: 3.4781, loss: 3.4781, grad_norm: 0.9927 2020-10-04 06:09:22,297 - mmaction - INFO - Epoch [45][400/999] lr: 5.573e-01, eta: 2 days, 11:26:57, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5201, loss_cls: 3.4355, loss: 3.4355, grad_norm: 0.9969 2020-10-04 06:09:42,314 - mmaction - INFO - Epoch [45][420/999] lr: 5.573e-01, eta: 2 days, 11:26:35, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5296, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.0267 2020-10-04 06:10:02,264 - mmaction - INFO - Epoch [45][440/999] lr: 5.573e-01, eta: 2 days, 11:26:14, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5318, loss_cls: 3.4400, loss: 3.4400, grad_norm: 1.0032 2020-10-04 06:10:22,291 - mmaction - INFO - Epoch [45][460/999] lr: 5.573e-01, eta: 2 days, 11:25:52, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5224, loss_cls: 3.4902, loss: 3.4902, grad_norm: 0.9944 2020-10-04 06:10:42,180 - mmaction - INFO - Epoch [45][480/999] lr: 5.573e-01, eta: 2 days, 11:25:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5141, loss_cls: 3.4985, loss: 3.4985, grad_norm: 1.0042 2020-10-04 06:11:01,977 - mmaction - INFO - Epoch [45][500/999] lr: 5.573e-01, eta: 2 days, 11:25:08, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5117, loss_cls: 3.4961, loss: 3.4961, grad_norm: 0.9918 2020-10-04 06:11:21,979 - mmaction - INFO - Epoch [45][520/999] lr: 5.573e-01, eta: 2 days, 11:24:47, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5186, loss_cls: 3.4808, loss: 3.4808, grad_norm: 1.0143 2020-10-04 06:11:41,879 - mmaction - INFO - Epoch [45][540/999] lr: 5.573e-01, eta: 2 days, 11:24:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5124, loss_cls: 3.5081, loss: 3.5081, grad_norm: 0.9944 2020-10-04 06:12:01,786 - mmaction - INFO - Epoch [45][560/999] lr: 5.573e-01, eta: 2 days, 11:24:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5245, loss_cls: 3.4447, loss: 3.4447, grad_norm: 0.9998 2020-10-04 06:12:21,683 - mmaction - INFO - Epoch [45][580/999] lr: 5.573e-01, eta: 2 days, 11:23:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5090, loss_cls: 3.5471, loss: 3.5471, grad_norm: 1.0212 2020-10-04 06:12:41,594 - mmaction - INFO - Epoch [45][600/999] lr: 5.573e-01, eta: 2 days, 11:23:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2660, top5_acc: 0.5078, loss_cls: 3.5402, loss: 3.5402, grad_norm: 0.9845 2020-10-04 06:13:01,525 - mmaction - INFO - Epoch [45][620/999] lr: 5.573e-01, eta: 2 days, 11:22:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5150, loss_cls: 3.4841, loss: 3.4841, grad_norm: 1.0043 2020-10-04 06:13:21,403 - mmaction - INFO - Epoch [45][640/999] lr: 5.573e-01, eta: 2 days, 11:22:35, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2673, top5_acc: 0.5017, loss_cls: 3.5414, loss: 3.5414, grad_norm: 1.0020 2020-10-04 06:13:41,372 - mmaction - INFO - Epoch [45][660/999] lr: 5.573e-01, eta: 2 days, 11:22:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5100, loss_cls: 3.5196, loss: 3.5196, grad_norm: 0.9866 2020-10-04 06:14:01,196 - mmaction - INFO - Epoch [45][680/999] lr: 5.573e-01, eta: 2 days, 11:21:52, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5076, loss_cls: 3.5168, loss: 3.5168, grad_norm: 0.9894 2020-10-04 06:14:21,087 - mmaction - INFO - Epoch [45][700/999] lr: 5.573e-01, eta: 2 days, 11:21:30, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2762, top5_acc: 0.5108, loss_cls: 3.4717, loss: 3.4717, grad_norm: 0.9974 2020-10-04 06:14:41,065 - mmaction - INFO - Epoch [45][720/999] lr: 5.573e-01, eta: 2 days, 11:21:08, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5107, loss_cls: 3.5282, loss: 3.5282, grad_norm: 0.9926 2020-10-04 06:15:00,923 - mmaction - INFO - Epoch [45][740/999] lr: 5.573e-01, eta: 2 days, 11:20:46, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2725, top5_acc: 0.5122, loss_cls: 3.5114, loss: 3.5114, grad_norm: 1.0001 2020-10-04 06:15:20,823 - mmaction - INFO - Epoch [45][760/999] lr: 5.573e-01, eta: 2 days, 11:20:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5100, loss_cls: 3.5006, loss: 3.5006, grad_norm: 0.9956 2020-10-04 06:15:40,778 - mmaction - INFO - Epoch [45][780/999] lr: 5.573e-01, eta: 2 days, 11:20:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5156, loss_cls: 3.5022, loss: 3.5022, grad_norm: 1.0008 2020-10-04 06:16:00,668 - mmaction - INFO - Epoch [45][800/999] lr: 5.573e-01, eta: 2 days, 11:19:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5122, loss_cls: 3.5216, loss: 3.5216, grad_norm: 0.9882 2020-10-04 06:16:20,671 - mmaction - INFO - Epoch [45][820/999] lr: 5.573e-01, eta: 2 days, 11:19:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5077, loss_cls: 3.4958, loss: 3.4958, grad_norm: 0.9943 2020-10-04 06:16:40,664 - mmaction - INFO - Epoch [45][840/999] lr: 5.573e-01, eta: 2 days, 11:18:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5152, loss_cls: 3.4816, loss: 3.4816, grad_norm: 0.9873 2020-10-04 06:17:00,505 - mmaction - INFO - Epoch [45][860/999] lr: 5.573e-01, eta: 2 days, 11:18:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2725, top5_acc: 0.5174, loss_cls: 3.4837, loss: 3.4837, grad_norm: 1.0051 2020-10-04 06:17:20,457 - mmaction - INFO - Epoch [45][880/999] lr: 5.573e-01, eta: 2 days, 11:18:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5086, loss_cls: 3.5231, loss: 3.5231, grad_norm: 0.9966 2020-10-04 06:17:40,386 - mmaction - INFO - Epoch [45][900/999] lr: 5.573e-01, eta: 2 days, 11:17:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5089, loss_cls: 3.4904, loss: 3.4904, grad_norm: 1.0145 2020-10-04 06:18:00,328 - mmaction - INFO - Epoch [45][920/999] lr: 5.573e-01, eta: 2 days, 11:17:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5079, loss_cls: 3.4925, loss: 3.4925, grad_norm: 0.9866 2020-10-04 06:18:20,225 - mmaction - INFO - Epoch [45][940/999] lr: 5.573e-01, eta: 2 days, 11:17:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5079, loss_cls: 3.5045, loss: 3.5045, grad_norm: 1.0234 2020-10-04 06:18:40,171 - mmaction - INFO - Epoch [45][960/999] lr: 5.573e-01, eta: 2 days, 11:16:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2603, top5_acc: 0.5040, loss_cls: 3.5414, loss: 3.5414, grad_norm: 1.0045 2020-10-04 06:19:00,104 - mmaction - INFO - Epoch [45][980/999] lr: 5.573e-01, eta: 2 days, 11:16:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5026, loss_cls: 3.5183, loss: 3.5183, grad_norm: 0.9906 2020-10-04 06:20:09,885 - mmaction - INFO - Epoch [46][20/999] lr: 5.554e-01, eta: 2 days, 11:16:38, time: 2.531, data_time: 1.388, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5221, loss_cls: 3.4524, loss: 3.4524, grad_norm: 0.9981 2020-10-04 06:20:30,089 - mmaction - INFO - Epoch [46][40/999] lr: 5.554e-01, eta: 2 days, 11:16:18, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5122, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.0102 2020-10-04 06:20:50,186 - mmaction - INFO - Epoch [46][60/999] lr: 5.554e-01, eta: 2 days, 11:15:57, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5172, loss_cls: 3.4670, loss: 3.4670, grad_norm: 0.9992 2020-10-04 06:21:10,430 - mmaction - INFO - Epoch [46][80/999] lr: 5.554e-01, eta: 2 days, 11:15:36, time: 1.011, data_time: 0.002, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5185, loss_cls: 3.5074, loss: 3.5074, grad_norm: 0.9942 2020-10-04 06:21:30,613 - mmaction - INFO - Epoch [46][100/999] lr: 5.554e-01, eta: 2 days, 11:15:16, time: 1.011, data_time: 0.003, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5223, loss_cls: 3.4302, loss: 3.4302, grad_norm: 1.0017 2020-10-04 06:21:50,840 - mmaction - INFO - Epoch [46][120/999] lr: 5.554e-01, eta: 2 days, 11:14:55, time: 1.011, data_time: 0.001, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5165, loss_cls: 3.4696, loss: 3.4696, grad_norm: 0.9941 2020-10-04 06:22:11,050 - mmaction - INFO - Epoch [46][140/999] lr: 5.554e-01, eta: 2 days, 11:14:35, time: 1.010, data_time: 0.001, memory: 8478, top1_acc: 0.2655, top5_acc: 0.5141, loss_cls: 3.5120, loss: 3.5120, grad_norm: 1.0118 2020-10-04 06:22:31,279 - mmaction - INFO - Epoch [46][160/999] lr: 5.554e-01, eta: 2 days, 11:14:15, time: 1.011, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5165, loss_cls: 3.4905, loss: 3.4905, grad_norm: 1.0052 2020-10-04 06:22:51,506 - mmaction - INFO - Epoch [46][180/999] lr: 5.554e-01, eta: 2 days, 11:13:54, time: 1.011, data_time: 0.003, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5163, loss_cls: 3.4771, loss: 3.4771, grad_norm: 0.9976 2020-10-04 06:23:11,728 - mmaction - INFO - Epoch [46][200/999] lr: 5.554e-01, eta: 2 days, 11:13:34, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5208, loss_cls: 3.4652, loss: 3.4652, grad_norm: 0.9985 2020-10-04 06:23:31,881 - mmaction - INFO - Epoch [46][220/999] lr: 5.554e-01, eta: 2 days, 11:13:13, time: 1.009, data_time: 0.004, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5156, loss_cls: 3.4634, loss: 3.4634, grad_norm: 1.0013 2020-10-04 06:23:52,142 - mmaction - INFO - Epoch [46][240/999] lr: 5.554e-01, eta: 2 days, 11:12:53, time: 1.013, data_time: 0.002, memory: 8478, top1_acc: 0.2693, top5_acc: 0.5078, loss_cls: 3.5234, loss: 3.5234, grad_norm: 1.0043 2020-10-04 06:24:12,285 - mmaction - INFO - Epoch [46][260/999] lr: 5.554e-01, eta: 2 days, 11:12:32, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.4611, loss: 3.4611, grad_norm: 0.9952 2020-10-04 06:24:32,459 - mmaction - INFO - Epoch [46][280/999] lr: 5.554e-01, eta: 2 days, 11:12:12, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.2686, top5_acc: 0.5132, loss_cls: 3.5277, loss: 3.5277, grad_norm: 0.9978 2020-10-04 06:24:52,745 - mmaction - INFO - Epoch [46][300/999] lr: 5.554e-01, eta: 2 days, 11:11:52, time: 1.015, data_time: 0.002, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5158, loss_cls: 3.4926, loss: 3.4926, grad_norm: 1.0034 2020-10-04 06:25:12,928 - mmaction - INFO - Epoch [46][320/999] lr: 5.554e-01, eta: 2 days, 11:11:31, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5169, loss_cls: 3.4638, loss: 3.4638, grad_norm: 0.9905 2020-10-04 06:25:33,125 - mmaction - INFO - Epoch [46][340/999] lr: 5.554e-01, eta: 2 days, 11:11:11, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.2772, top5_acc: 0.5159, loss_cls: 3.4719, loss: 3.4719, grad_norm: 1.0155 2020-10-04 06:25:53,409 - mmaction - INFO - Epoch [46][360/999] lr: 5.554e-01, eta: 2 days, 11:10:50, time: 1.014, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5145, loss_cls: 3.5062, loss: 3.5062, grad_norm: 1.0165 2020-10-04 06:26:13,686 - mmaction - INFO - Epoch [46][380/999] lr: 5.554e-01, eta: 2 days, 11:10:30, time: 1.013, data_time: 0.001, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5128, loss_cls: 3.4955, loss: 3.4955, grad_norm: 0.9971 2020-10-04 06:26:33,840 - mmaction - INFO - Epoch [46][400/999] lr: 5.554e-01, eta: 2 days, 11:10:10, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5193, loss_cls: 3.4393, loss: 3.4393, grad_norm: 0.9814 2020-10-04 06:26:54,129 - mmaction - INFO - Epoch [46][420/999] lr: 5.554e-01, eta: 2 days, 11:09:50, time: 1.015, data_time: 0.002, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5129, loss_cls: 3.5058, loss: 3.5058, grad_norm: 1.0087 2020-10-04 06:27:14,422 - mmaction - INFO - Epoch [46][440/999] lr: 5.554e-01, eta: 2 days, 11:09:30, time: 1.015, data_time: 0.002, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5016, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.0115 2020-10-04 06:27:34,647 - mmaction - INFO - Epoch [46][460/999] lr: 5.554e-01, eta: 2 days, 11:09:09, time: 1.012, data_time: 0.002, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5065, loss_cls: 3.5158, loss: 3.5158, grad_norm: 1.0094 2020-10-04 06:27:54,797 - mmaction - INFO - Epoch [46][480/999] lr: 5.554e-01, eta: 2 days, 11:08:48, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.2702, top5_acc: 0.5048, loss_cls: 3.5338, loss: 3.5338, grad_norm: 0.9882 2020-10-04 06:28:15,051 - mmaction - INFO - Epoch [46][500/999] lr: 5.554e-01, eta: 2 days, 11:08:28, time: 1.013, data_time: 0.002, memory: 8478, top1_acc: 0.2634, top5_acc: 0.5082, loss_cls: 3.5225, loss: 3.5225, grad_norm: 0.9938 2020-10-04 06:28:35,246 - mmaction - INFO - Epoch [46][520/999] lr: 5.554e-01, eta: 2 days, 11:08:08, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5171, loss_cls: 3.4579, loss: 3.4579, grad_norm: 1.0049 2020-10-04 06:28:55,411 - mmaction - INFO - Epoch [46][540/999] lr: 5.554e-01, eta: 2 days, 11:07:47, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5176, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.0025 2020-10-04 06:29:15,571 - mmaction - INFO - Epoch [46][560/999] lr: 5.554e-01, eta: 2 days, 11:07:26, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5199, loss_cls: 3.4950, loss: 3.4950, grad_norm: 0.9880 2020-10-04 06:29:35,702 - mmaction - INFO - Epoch [46][580/999] lr: 5.554e-01, eta: 2 days, 11:07:06, time: 1.009, data_time: 0.004, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5072, loss_cls: 3.5342, loss: 3.5342, grad_norm: 1.0265 2020-10-04 06:29:55,741 - mmaction - INFO - Epoch [46][600/999] lr: 5.554e-01, eta: 2 days, 11:06:44, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5139, loss_cls: 3.5160, loss: 3.5160, grad_norm: 0.9865 2020-10-04 06:30:16,625 - mmaction - INFO - Epoch [46][620/999] lr: 5.554e-01, eta: 2 days, 11:06:27, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5298, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.0057 2020-10-04 06:30:36,563 - mmaction - INFO - Epoch [46][640/999] lr: 5.554e-01, eta: 2 days, 11:06:05, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5207, loss_cls: 3.4819, loss: 3.4819, grad_norm: 0.9929 2020-10-04 06:30:56,499 - mmaction - INFO - Epoch [46][660/999] lr: 5.554e-01, eta: 2 days, 11:05:44, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5237, loss_cls: 3.4698, loss: 3.4698, grad_norm: 1.0007 2020-10-04 06:31:16,420 - mmaction - INFO - Epoch [46][680/999] lr: 5.554e-01, eta: 2 days, 11:05:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5137, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.0191 2020-10-04 06:31:36,463 - mmaction - INFO - Epoch [46][700/999] lr: 5.554e-01, eta: 2 days, 11:05:01, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5134, loss_cls: 3.4840, loss: 3.4840, grad_norm: 0.9985 2020-10-04 06:31:56,356 - mmaction - INFO - Epoch [46][720/999] lr: 5.554e-01, eta: 2 days, 11:04:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2727, top5_acc: 0.5125, loss_cls: 3.4930, loss: 3.4930, grad_norm: 1.0137 2020-10-04 06:32:16,319 - mmaction - INFO - Epoch [46][740/999] lr: 5.554e-01, eta: 2 days, 11:04:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5112, loss_cls: 3.4855, loss: 3.4855, grad_norm: 1.0065 2020-10-04 06:32:36,283 - mmaction - INFO - Epoch [46][760/999] lr: 5.554e-01, eta: 2 days, 11:03:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2658, top5_acc: 0.5113, loss_cls: 3.5199, loss: 3.5199, grad_norm: 1.0175 2020-10-04 06:32:56,137 - mmaction - INFO - Epoch [46][780/999] lr: 5.554e-01, eta: 2 days, 11:03:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2772, top5_acc: 0.5121, loss_cls: 3.5452, loss: 3.5452, grad_norm: 0.9875 2020-10-04 06:33:15,974 - mmaction - INFO - Epoch [46][800/999] lr: 5.554e-01, eta: 2 days, 11:03:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5137, loss_cls: 3.5104, loss: 3.5104, grad_norm: 0.9895 2020-10-04 06:33:35,899 - mmaction - INFO - Epoch [46][820/999] lr: 5.554e-01, eta: 2 days, 11:02:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5154, loss_cls: 3.4764, loss: 3.4764, grad_norm: 0.9830 2020-10-04 06:33:55,856 - mmaction - INFO - Epoch [46][840/999] lr: 5.554e-01, eta: 2 days, 11:02:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5087, loss_cls: 3.5083, loss: 3.5083, grad_norm: 1.0077 2020-10-04 06:34:15,773 - mmaction - INFO - Epoch [46][860/999] lr: 5.554e-01, eta: 2 days, 11:02:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5056, loss_cls: 3.4959, loss: 3.4959, grad_norm: 1.0068 2020-10-04 06:34:35,767 - mmaction - INFO - Epoch [46][880/999] lr: 5.554e-01, eta: 2 days, 11:01:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5099, loss_cls: 3.5196, loss: 3.5196, grad_norm: 0.9922 2020-10-04 06:34:55,705 - mmaction - INFO - Epoch [46][900/999] lr: 5.554e-01, eta: 2 days, 11:01:23, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2693, top5_acc: 0.5108, loss_cls: 3.5050, loss: 3.5050, grad_norm: 1.0111 2020-10-04 06:35:15,560 - mmaction - INFO - Epoch [46][920/999] lr: 5.554e-01, eta: 2 days, 11:01:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5186, loss_cls: 3.4594, loss: 3.4594, grad_norm: 1.0229 2020-10-04 06:35:35,480 - mmaction - INFO - Epoch [46][940/999] lr: 5.554e-01, eta: 2 days, 11:00:40, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5202, loss_cls: 3.4851, loss: 3.4851, grad_norm: 1.0131 2020-10-04 06:35:55,281 - mmaction - INFO - Epoch [46][960/999] lr: 5.554e-01, eta: 2 days, 11:00:17, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5223, loss_cls: 3.4725, loss: 3.4725, grad_norm: 1.0049 2020-10-04 06:36:15,159 - mmaction - INFO - Epoch [46][980/999] lr: 5.554e-01, eta: 2 days, 10:59:55, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5121, loss_cls: 3.4893, loss: 3.4893, grad_norm: 1.0099 2020-10-04 06:37:24,206 - mmaction - INFO - Epoch [47][20/999] lr: 5.535e-01, eta: 2 days, 11:00:04, time: 2.500, data_time: 1.390, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5167, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0168 2020-10-04 06:37:43,907 - mmaction - INFO - Epoch [47][40/999] lr: 5.535e-01, eta: 2 days, 10:59:41, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5191, loss_cls: 3.4270, loss: 3.4270, grad_norm: 1.0040 2020-10-04 06:38:03,749 - mmaction - INFO - Epoch [47][60/999] lr: 5.535e-01, eta: 2 days, 10:59:19, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5267, loss_cls: 3.4618, loss: 3.4618, grad_norm: 0.9991 2020-10-04 06:38:23,700 - mmaction - INFO - Epoch [47][80/999] lr: 5.535e-01, eta: 2 days, 10:58:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5156, loss_cls: 3.4912, loss: 3.4912, grad_norm: 1.0052 2020-10-04 06:38:43,670 - mmaction - INFO - Epoch [47][100/999] lr: 5.535e-01, eta: 2 days, 10:58:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5083, loss_cls: 3.5011, loss: 3.5011, grad_norm: 1.0024 2020-10-04 06:39:03,705 - mmaction - INFO - Epoch [47][120/999] lr: 5.535e-01, eta: 2 days, 10:58:15, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2845, top5_acc: 0.5134, loss_cls: 3.4676, loss: 3.4676, grad_norm: 0.9780 2020-10-04 06:39:23,556 - mmaction - INFO - Epoch [47][140/999] lr: 5.535e-01, eta: 2 days, 10:57:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5208, loss_cls: 3.4602, loss: 3.4602, grad_norm: 1.0125 2020-10-04 06:39:43,436 - mmaction - INFO - Epoch [47][160/999] lr: 5.535e-01, eta: 2 days, 10:57:31, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5099, loss_cls: 3.4993, loss: 3.4993, grad_norm: 1.0183 2020-10-04 06:40:03,333 - mmaction - INFO - Epoch [47][180/999] lr: 5.535e-01, eta: 2 days, 10:57:09, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5102, loss_cls: 3.5126, loss: 3.5126, grad_norm: 0.9940 2020-10-04 06:40:23,225 - mmaction - INFO - Epoch [47][200/999] lr: 5.535e-01, eta: 2 days, 10:56:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5201, loss_cls: 3.4732, loss: 3.4732, grad_norm: 1.0036 2020-10-04 06:40:43,187 - mmaction - INFO - Epoch [47][220/999] lr: 5.535e-01, eta: 2 days, 10:56:25, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5197, loss_cls: 3.4681, loss: 3.4681, grad_norm: 0.9891 2020-10-04 06:41:03,149 - mmaction - INFO - Epoch [47][240/999] lr: 5.535e-01, eta: 2 days, 10:56:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5216, loss_cls: 3.4571, loss: 3.4571, grad_norm: 0.9992 2020-10-04 06:41:23,025 - mmaction - INFO - Epoch [47][260/999] lr: 5.535e-01, eta: 2 days, 10:55:42, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5259, loss_cls: 3.4451, loss: 3.4451, grad_norm: 1.0141 2020-10-04 06:41:42,947 - mmaction - INFO - Epoch [47][280/999] lr: 5.535e-01, eta: 2 days, 10:55:20, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5220, loss_cls: 3.4509, loss: 3.4509, grad_norm: 1.0045 2020-10-04 06:42:02,939 - mmaction - INFO - Epoch [47][300/999] lr: 5.535e-01, eta: 2 days, 10:54:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5159, loss_cls: 3.4520, loss: 3.4520, grad_norm: 1.0159 2020-10-04 06:42:22,875 - mmaction - INFO - Epoch [47][320/999] lr: 5.535e-01, eta: 2 days, 10:54:37, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5228, loss_cls: 3.4671, loss: 3.4671, grad_norm: 0.9896 2020-10-04 06:42:42,837 - mmaction - INFO - Epoch [47][340/999] lr: 5.535e-01, eta: 2 days, 10:54:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5193, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.0119 2020-10-04 06:43:02,948 - mmaction - INFO - Epoch [47][360/999] lr: 5.535e-01, eta: 2 days, 10:53:55, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5151, loss_cls: 3.5037, loss: 3.5037, grad_norm: 0.9888 2020-10-04 06:43:22,928 - mmaction - INFO - Epoch [47][380/999] lr: 5.535e-01, eta: 2 days, 10:53:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2677, top5_acc: 0.5178, loss_cls: 3.5140, loss: 3.5140, grad_norm: 0.9851 2020-10-04 06:43:42,844 - mmaction - INFO - Epoch [47][400/999] lr: 5.535e-01, eta: 2 days, 10:53:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5137, loss_cls: 3.4762, loss: 3.4762, grad_norm: 0.9894 2020-10-04 06:44:02,778 - mmaction - INFO - Epoch [47][420/999] lr: 5.535e-01, eta: 2 days, 10:52:50, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5083, loss_cls: 3.5226, loss: 3.5226, grad_norm: 1.0099 2020-10-04 06:44:22,804 - mmaction - INFO - Epoch [47][440/999] lr: 5.535e-01, eta: 2 days, 10:52:29, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5242, loss_cls: 3.4725, loss: 3.4725, grad_norm: 0.9900 2020-10-04 06:44:42,709 - mmaction - INFO - Epoch [47][460/999] lr: 5.535e-01, eta: 2 days, 10:52:07, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5109, loss_cls: 3.4927, loss: 3.4927, grad_norm: 1.0000 2020-10-04 06:45:02,615 - mmaction - INFO - Epoch [47][480/999] lr: 5.535e-01, eta: 2 days, 10:51:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5120, loss_cls: 3.5101, loss: 3.5101, grad_norm: 0.9989 2020-10-04 06:45:22,548 - mmaction - INFO - Epoch [47][500/999] lr: 5.535e-01, eta: 2 days, 10:51:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5074, loss_cls: 3.5125, loss: 3.5125, grad_norm: 1.0175 2020-10-04 06:45:42,467 - mmaction - INFO - Epoch [47][520/999] lr: 5.535e-01, eta: 2 days, 10:51:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2802, top5_acc: 0.5206, loss_cls: 3.4823, loss: 3.4823, grad_norm: 0.9894 2020-10-04 06:46:02,546 - mmaction - INFO - Epoch [47][540/999] lr: 5.535e-01, eta: 2 days, 10:50:41, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5111, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.0078 2020-10-04 06:46:22,493 - mmaction - INFO - Epoch [47][560/999] lr: 5.535e-01, eta: 2 days, 10:50:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5087, loss_cls: 3.5018, loss: 3.5018, grad_norm: 1.0094 2020-10-04 06:46:42,378 - mmaction - INFO - Epoch [47][580/999] lr: 5.535e-01, eta: 2 days, 10:49:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5078, loss_cls: 3.5001, loss: 3.5001, grad_norm: 0.9997 2020-10-04 06:47:02,362 - mmaction - INFO - Epoch [47][600/999] lr: 5.535e-01, eta: 2 days, 10:49:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5143, loss_cls: 3.4743, loss: 3.4743, grad_norm: 1.0051 2020-10-04 06:47:22,272 - mmaction - INFO - Epoch [47][620/999] lr: 5.535e-01, eta: 2 days, 10:49:14, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2672, top5_acc: 0.5124, loss_cls: 3.5100, loss: 3.5100, grad_norm: 0.9882 2020-10-04 06:47:42,340 - mmaction - INFO - Epoch [47][640/999] lr: 5.535e-01, eta: 2 days, 10:48:53, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5272, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.0040 2020-10-04 06:48:02,330 - mmaction - INFO - Epoch [47][660/999] lr: 5.535e-01, eta: 2 days, 10:48:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5190, loss_cls: 3.4705, loss: 3.4705, grad_norm: 1.0190 2020-10-04 06:48:22,298 - mmaction - INFO - Epoch [47][680/999] lr: 5.535e-01, eta: 2 days, 10:48:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5039, loss_cls: 3.5296, loss: 3.5296, grad_norm: 1.0044 2020-10-04 06:48:42,210 - mmaction - INFO - Epoch [47][700/999] lr: 5.535e-01, eta: 2 days, 10:47:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2665, top5_acc: 0.5165, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.0018 2020-10-04 06:49:02,191 - mmaction - INFO - Epoch [47][720/999] lr: 5.535e-01, eta: 2 days, 10:47:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5151, loss_cls: 3.4596, loss: 3.4596, grad_norm: 0.9903 2020-10-04 06:49:22,055 - mmaction - INFO - Epoch [47][740/999] lr: 5.535e-01, eta: 2 days, 10:47:05, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2758, top5_acc: 0.5167, loss_cls: 3.4891, loss: 3.4891, grad_norm: 0.9990 2020-10-04 06:49:41,994 - mmaction - INFO - Epoch [47][760/999] lr: 5.535e-01, eta: 2 days, 10:46:43, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5155, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.0112 2020-10-04 06:50:02,016 - mmaction - INFO - Epoch [47][780/999] lr: 5.535e-01, eta: 2 days, 10:46:22, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5072, loss_cls: 3.5337, loss: 3.5337, grad_norm: 0.9935 2020-10-04 06:50:21,864 - mmaction - INFO - Epoch [47][800/999] lr: 5.535e-01, eta: 2 days, 10:46:00, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5143, loss_cls: 3.4775, loss: 3.4775, grad_norm: 0.9990 2020-10-04 06:50:41,854 - mmaction - INFO - Epoch [47][820/999] lr: 5.535e-01, eta: 2 days, 10:45:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5108, loss_cls: 3.5198, loss: 3.5198, grad_norm: 0.9860 2020-10-04 06:51:01,849 - mmaction - INFO - Epoch [47][840/999] lr: 5.535e-01, eta: 2 days, 10:45:17, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5113, loss_cls: 3.5109, loss: 3.5109, grad_norm: 1.0105 2020-10-04 06:51:21,805 - mmaction - INFO - Epoch [47][860/999] lr: 5.535e-01, eta: 2 days, 10:44:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5086, loss_cls: 3.5337, loss: 3.5337, grad_norm: 0.9992 2020-10-04 06:51:41,639 - mmaction - INFO - Epoch [47][880/999] lr: 5.535e-01, eta: 2 days, 10:44:33, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5215, loss_cls: 3.4619, loss: 3.4619, grad_norm: 1.0102 2020-10-04 06:52:01,499 - mmaction - INFO - Epoch [47][900/999] lr: 5.535e-01, eta: 2 days, 10:44:12, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5104, loss_cls: 3.5183, loss: 3.5183, grad_norm: 0.9879 2020-10-04 06:52:21,413 - mmaction - INFO - Epoch [47][920/999] lr: 5.535e-01, eta: 2 days, 10:43:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5139, loss_cls: 3.4984, loss: 3.4984, grad_norm: 1.0138 2020-10-04 06:52:41,328 - mmaction - INFO - Epoch [47][940/999] lr: 5.535e-01, eta: 2 days, 10:43:28, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5165, loss_cls: 3.4992, loss: 3.4992, grad_norm: 0.9951 2020-10-04 06:53:01,244 - mmaction - INFO - Epoch [47][960/999] lr: 5.535e-01, eta: 2 days, 10:43:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5172, loss_cls: 3.4791, loss: 3.4791, grad_norm: 0.9993 2020-10-04 06:53:21,230 - mmaction - INFO - Epoch [47][980/999] lr: 5.535e-01, eta: 2 days, 10:42:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5246, loss_cls: 3.4694, loss: 3.4694, grad_norm: 0.9951 2020-10-04 06:54:29,569 - mmaction - INFO - Epoch [48][20/999] lr: 5.515e-01, eta: 2 days, 10:42:49, time: 2.462, data_time: 1.274, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5314, loss_cls: 3.4143, loss: 3.4143, grad_norm: 1.0089 2020-10-04 06:54:49,238 - mmaction - INFO - Epoch [48][40/999] lr: 5.515e-01, eta: 2 days, 10:42:26, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5195, loss_cls: 3.4554, loss: 3.4554, grad_norm: 1.0176 2020-10-04 06:55:09,092 - mmaction - INFO - Epoch [48][60/999] lr: 5.515e-01, eta: 2 days, 10:42:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5095, loss_cls: 3.4862, loss: 3.4862, grad_norm: 1.0000 2020-10-04 06:55:28,997 - mmaction - INFO - Epoch [48][80/999] lr: 5.515e-01, eta: 2 days, 10:41:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2842, top5_acc: 0.5237, loss_cls: 3.4234, loss: 3.4234, grad_norm: 1.0081 2020-10-04 06:55:48,956 - mmaction - INFO - Epoch [48][100/999] lr: 5.515e-01, eta: 2 days, 10:41:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5102, loss_cls: 3.4989, loss: 3.4989, grad_norm: 1.0085 2020-10-04 06:56:08,883 - mmaction - INFO - Epoch [48][120/999] lr: 5.515e-01, eta: 2 days, 10:40:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5207, loss_cls: 3.4474, loss: 3.4474, grad_norm: 1.0056 2020-10-04 06:56:28,823 - mmaction - INFO - Epoch [48][140/999] lr: 5.515e-01, eta: 2 days, 10:40:37, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5238, loss_cls: 3.4607, loss: 3.4607, grad_norm: 1.0151 2020-10-04 06:56:48,768 - mmaction - INFO - Epoch [48][160/999] lr: 5.515e-01, eta: 2 days, 10:40:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.5275, loss: 3.5275, grad_norm: 1.0147 2020-10-04 06:57:08,672 - mmaction - INFO - Epoch [48][180/999] lr: 5.515e-01, eta: 2 days, 10:39:54, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5176, loss_cls: 3.4674, loss: 3.4674, grad_norm: 1.0070 2020-10-04 06:57:28,545 - mmaction - INFO - Epoch [48][200/999] lr: 5.515e-01, eta: 2 days, 10:39:32, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5026, loss_cls: 3.5188, loss: 3.5188, grad_norm: 1.0027 2020-10-04 06:57:48,451 - mmaction - INFO - Epoch [48][220/999] lr: 5.515e-01, eta: 2 days, 10:39:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5125, loss_cls: 3.4887, loss: 3.4887, grad_norm: 1.0004 2020-10-04 06:58:08,419 - mmaction - INFO - Epoch [48][240/999] lr: 5.515e-01, eta: 2 days, 10:38:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5232, loss_cls: 3.4323, loss: 3.4323, grad_norm: 1.0071 2020-10-04 06:58:28,365 - mmaction - INFO - Epoch [48][260/999] lr: 5.515e-01, eta: 2 days, 10:38:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5107, loss_cls: 3.4883, loss: 3.4883, grad_norm: 1.0052 2020-10-04 06:58:48,226 - mmaction - INFO - Epoch [48][280/999] lr: 5.515e-01, eta: 2 days, 10:38:05, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5186, loss_cls: 3.4618, loss: 3.4618, grad_norm: 1.0131 2020-10-04 06:59:08,129 - mmaction - INFO - Epoch [48][300/999] lr: 5.515e-01, eta: 2 days, 10:37:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.4451, loss: 3.4451, grad_norm: 1.0014 2020-10-04 06:59:28,120 - mmaction - INFO - Epoch [48][320/999] lr: 5.515e-01, eta: 2 days, 10:37:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2701, top5_acc: 0.5098, loss_cls: 3.5068, loss: 3.5068, grad_norm: 1.0075 2020-10-04 06:59:47,978 - mmaction - INFO - Epoch [48][340/999] lr: 5.515e-01, eta: 2 days, 10:37:00, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5120, loss_cls: 3.4744, loss: 3.4744, grad_norm: 0.9892 2020-10-04 07:00:09,842 - mmaction - INFO - Epoch [48][360/999] lr: 5.515e-01, eta: 2 days, 10:36:47, time: 1.094, data_time: 0.003, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5187, loss_cls: 3.4901, loss: 3.4901, grad_norm: 1.0201 2020-10-04 07:00:29,733 - mmaction - INFO - Epoch [48][380/999] lr: 5.515e-01, eta: 2 days, 10:36:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5155, loss_cls: 3.4962, loss: 3.4962, grad_norm: 0.9997 2020-10-04 07:00:49,605 - mmaction - INFO - Epoch [48][400/999] lr: 5.515e-01, eta: 2 days, 10:36:03, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2768, top5_acc: 0.5142, loss_cls: 3.5048, loss: 3.5048, grad_norm: 1.0245 2020-10-04 07:01:09,480 - mmaction - INFO - Epoch [48][420/999] lr: 5.515e-01, eta: 2 days, 10:35:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5132, loss_cls: 3.4892, loss: 3.4892, grad_norm: 1.0025 2020-10-04 07:01:29,432 - mmaction - INFO - Epoch [48][440/999] lr: 5.515e-01, eta: 2 days, 10:35:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2773, top5_acc: 0.5107, loss_cls: 3.4764, loss: 3.4764, grad_norm: 1.0041 2020-10-04 07:01:49,376 - mmaction - INFO - Epoch [48][460/999] lr: 5.515e-01, eta: 2 days, 10:34:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5230, loss_cls: 3.4514, loss: 3.4514, grad_norm: 0.9975 2020-10-04 07:02:09,278 - mmaction - INFO - Epoch [48][480/999] lr: 5.515e-01, eta: 2 days, 10:34:37, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5187, loss_cls: 3.4884, loss: 3.4884, grad_norm: 1.0149 2020-10-04 07:02:29,274 - mmaction - INFO - Epoch [48][500/999] lr: 5.515e-01, eta: 2 days, 10:34:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5094, loss_cls: 3.5180, loss: 3.5180, grad_norm: 0.9963 2020-10-04 07:02:49,145 - mmaction - INFO - Epoch [48][520/999] lr: 5.515e-01, eta: 2 days, 10:33:54, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2682, top5_acc: 0.5030, loss_cls: 3.5413, loss: 3.5413, grad_norm: 1.0095 2020-10-04 07:03:09,132 - mmaction - INFO - Epoch [48][540/999] lr: 5.515e-01, eta: 2 days, 10:33:32, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5191, loss_cls: 3.4663, loss: 3.4663, grad_norm: 1.0044 2020-10-04 07:03:28,974 - mmaction - INFO - Epoch [48][560/999] lr: 5.515e-01, eta: 2 days, 10:33:10, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5267, loss_cls: 3.4635, loss: 3.4635, grad_norm: 1.0054 2020-10-04 07:03:48,963 - mmaction - INFO - Epoch [48][580/999] lr: 5.515e-01, eta: 2 days, 10:32:49, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5184, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.0115 2020-10-04 07:04:08,895 - mmaction - INFO - Epoch [48][600/999] lr: 5.515e-01, eta: 2 days, 10:32:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5145, loss_cls: 3.4896, loss: 3.4896, grad_norm: 0.9923 2020-10-04 07:04:28,933 - mmaction - INFO - Epoch [48][620/999] lr: 5.515e-01, eta: 2 days, 10:32:06, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5129, loss_cls: 3.5167, loss: 3.5167, grad_norm: 1.0030 2020-10-04 07:04:48,928 - mmaction - INFO - Epoch [48][640/999] lr: 5.515e-01, eta: 2 days, 10:31:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5095, loss_cls: 3.5045, loss: 3.5045, grad_norm: 1.0042 2020-10-04 07:05:09,047 - mmaction - INFO - Epoch [48][660/999] lr: 5.515e-01, eta: 2 days, 10:31:24, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5169, loss_cls: 3.4635, loss: 3.4635, grad_norm: 0.9941 2020-10-04 07:05:29,061 - mmaction - INFO - Epoch [48][680/999] lr: 5.515e-01, eta: 2 days, 10:31:03, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5056, loss_cls: 3.5163, loss: 3.5163, grad_norm: 0.9988 2020-10-04 07:05:48,969 - mmaction - INFO - Epoch [48][700/999] lr: 5.515e-01, eta: 2 days, 10:30:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5199, loss_cls: 3.4951, loss: 3.4951, grad_norm: 1.0123 2020-10-04 07:06:08,884 - mmaction - INFO - Epoch [48][720/999] lr: 5.515e-01, eta: 2 days, 10:30:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5230, loss_cls: 3.4480, loss: 3.4480, grad_norm: 0.9923 2020-10-04 07:06:28,990 - mmaction - INFO - Epoch [48][740/999] lr: 5.515e-01, eta: 2 days, 10:29:58, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5177, loss_cls: 3.4751, loss: 3.4751, grad_norm: 0.9921 2020-10-04 07:06:48,926 - mmaction - INFO - Epoch [48][760/999] lr: 5.515e-01, eta: 2 days, 10:29:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5189, loss_cls: 3.4433, loss: 3.4433, grad_norm: 1.0230 2020-10-04 07:07:08,921 - mmaction - INFO - Epoch [48][780/999] lr: 5.515e-01, eta: 2 days, 10:29:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5188, loss_cls: 3.5089, loss: 3.5089, grad_norm: 1.0145 2020-10-04 07:07:28,880 - mmaction - INFO - Epoch [48][800/999] lr: 5.515e-01, eta: 2 days, 10:28:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5104, loss_cls: 3.5067, loss: 3.5067, grad_norm: 1.0012 2020-10-04 07:07:48,812 - mmaction - INFO - Epoch [48][820/999] lr: 5.515e-01, eta: 2 days, 10:28:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5232, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.0024 2020-10-04 07:08:08,799 - mmaction - INFO - Epoch [48][840/999] lr: 5.515e-01, eta: 2 days, 10:28:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5158, loss_cls: 3.4833, loss: 3.4833, grad_norm: 0.9919 2020-10-04 07:08:28,805 - mmaction - INFO - Epoch [48][860/999] lr: 5.515e-01, eta: 2 days, 10:27:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5203, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.0063 2020-10-04 07:08:48,876 - mmaction - INFO - Epoch [48][880/999] lr: 5.515e-01, eta: 2 days, 10:27:29, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5224, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.0092 2020-10-04 07:09:08,865 - mmaction - INFO - Epoch [48][900/999] lr: 5.515e-01, eta: 2 days, 10:27:07, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5152, loss_cls: 3.4953, loss: 3.4953, grad_norm: 0.9994 2020-10-04 07:09:28,855 - mmaction - INFO - Epoch [48][920/999] lr: 5.515e-01, eta: 2 days, 10:26:46, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5165, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.0060 2020-10-04 07:09:48,826 - mmaction - INFO - Epoch [48][940/999] lr: 5.515e-01, eta: 2 days, 10:26:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5160, loss_cls: 3.4952, loss: 3.4952, grad_norm: 1.0105 2020-10-04 07:10:08,733 - mmaction - INFO - Epoch [48][960/999] lr: 5.515e-01, eta: 2 days, 10:26:03, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5148, loss_cls: 3.4846, loss: 3.4846, grad_norm: 1.0105 2020-10-04 07:10:28,633 - mmaction - INFO - Epoch [48][980/999] lr: 5.515e-01, eta: 2 days, 10:25:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5102, loss_cls: 3.5103, loss: 3.5103, grad_norm: 0.9921 2020-10-04 07:10:49,147 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-04 07:12:05,262 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 07:12:06,877 - mmaction - INFO - top1_acc 0.3249 top5_acc 0.5898 2020-10-04 07:12:06,878 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 07:12:06,968 - mmaction - INFO - mean_acc 0.3230 2020-10-04 07:12:06,968 - mmaction - INFO - Now best checkpoint is epoch_48.pth 2020-10-04 07:12:07,005 - mmaction - INFO - Epoch(val) [48][999] top1_acc: 0.3249, top5_acc: 0.5898, mean_class_accuracy: 0.3230 2020-10-04 07:12:53,591 - mmaction - INFO - Epoch [49][20/999] lr: 5.494e-01, eta: 2 days, 10:25:32, time: 2.327, data_time: 1.174, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5118, loss_cls: 3.5253, loss: 3.5253, grad_norm: 1.0199 2020-10-04 07:13:13,237 - mmaction - INFO - Epoch [49][40/999] lr: 5.494e-01, eta: 2 days, 10:25:09, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5139, loss_cls: 3.4775, loss: 3.4775, grad_norm: 0.9904 2020-10-04 07:13:32,963 - mmaction - INFO - Epoch [49][60/999] lr: 5.494e-01, eta: 2 days, 10:24:47, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5198, loss_cls: 3.4851, loss: 3.4851, grad_norm: 1.0074 2020-10-04 07:13:52,762 - mmaction - INFO - Epoch [49][80/999] lr: 5.494e-01, eta: 2 days, 10:24:25, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2768, top5_acc: 0.5255, loss_cls: 3.4551, loss: 3.4551, grad_norm: 1.0092 2020-10-04 07:14:12,736 - mmaction - INFO - Epoch [49][100/999] lr: 5.494e-01, eta: 2 days, 10:24:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5229, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.0263 2020-10-04 07:14:32,629 - mmaction - INFO - Epoch [49][120/999] lr: 5.494e-01, eta: 2 days, 10:23:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5156, loss_cls: 3.4917, loss: 3.4917, grad_norm: 1.0203 2020-10-04 07:14:52,554 - mmaction - INFO - Epoch [49][140/999] lr: 5.494e-01, eta: 2 days, 10:23:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5189, loss_cls: 3.4658, loss: 3.4658, grad_norm: 0.9982 2020-10-04 07:15:12,537 - mmaction - INFO - Epoch [49][160/999] lr: 5.494e-01, eta: 2 days, 10:22:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2788, top5_acc: 0.5221, loss_cls: 3.4814, loss: 3.4814, grad_norm: 1.0081 2020-10-04 07:15:32,431 - mmaction - INFO - Epoch [49][180/999] lr: 5.494e-01, eta: 2 days, 10:22:37, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5212, loss_cls: 3.4466, loss: 3.4466, grad_norm: 1.0218 2020-10-04 07:15:52,370 - mmaction - INFO - Epoch [49][200/999] lr: 5.494e-01, eta: 2 days, 10:22:15, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5137, loss_cls: 3.4877, loss: 3.4877, grad_norm: 0.9898 2020-10-04 07:16:12,359 - mmaction - INFO - Epoch [49][220/999] lr: 5.494e-01, eta: 2 days, 10:21:54, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5232, loss_cls: 3.4466, loss: 3.4466, grad_norm: 1.0076 2020-10-04 07:16:32,262 - mmaction - INFO - Epoch [49][240/999] lr: 5.494e-01, eta: 2 days, 10:21:32, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5074, loss_cls: 3.4942, loss: 3.4942, grad_norm: 0.9979 2020-10-04 07:16:52,273 - mmaction - INFO - Epoch [49][260/999] lr: 5.494e-01, eta: 2 days, 10:21:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5292, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.0040 2020-10-04 07:17:12,245 - mmaction - INFO - Epoch [49][280/999] lr: 5.494e-01, eta: 2 days, 10:20:49, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5148, loss_cls: 3.5041, loss: 3.5041, grad_norm: 0.9913 2020-10-04 07:17:32,181 - mmaction - INFO - Epoch [49][300/999] lr: 5.494e-01, eta: 2 days, 10:20:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5191, loss_cls: 3.4720, loss: 3.4720, grad_norm: 1.0082 2020-10-04 07:17:52,183 - mmaction - INFO - Epoch [49][320/999] lr: 5.494e-01, eta: 2 days, 10:20:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5264, loss_cls: 3.4573, loss: 3.4573, grad_norm: 1.0225 2020-10-04 07:18:12,209 - mmaction - INFO - Epoch [49][340/999] lr: 5.494e-01, eta: 2 days, 10:19:45, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2734, top5_acc: 0.5134, loss_cls: 3.4810, loss: 3.4810, grad_norm: 1.0204 2020-10-04 07:18:32,268 - mmaction - INFO - Epoch [49][360/999] lr: 5.494e-01, eta: 2 days, 10:19:24, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5173, loss_cls: 3.4793, loss: 3.4793, grad_norm: 1.0035 2020-10-04 07:18:52,229 - mmaction - INFO - Epoch [49][380/999] lr: 5.494e-01, eta: 2 days, 10:19:03, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5203, loss_cls: 3.4610, loss: 3.4610, grad_norm: 1.0068 2020-10-04 07:19:12,239 - mmaction - INFO - Epoch [49][400/999] lr: 5.494e-01, eta: 2 days, 10:18:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2690, top5_acc: 0.5079, loss_cls: 3.5313, loss: 3.5313, grad_norm: 1.0115 2020-10-04 07:19:32,318 - mmaction - INFO - Epoch [49][420/999] lr: 5.494e-01, eta: 2 days, 10:18:21, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5284, loss_cls: 3.4672, loss: 3.4672, grad_norm: 1.0023 2020-10-04 07:19:52,238 - mmaction - INFO - Epoch [49][440/999] lr: 5.494e-01, eta: 2 days, 10:17:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5217, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.0217 2020-10-04 07:20:12,301 - mmaction - INFO - Epoch [49][460/999] lr: 5.494e-01, eta: 2 days, 10:17:38, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2681, top5_acc: 0.5008, loss_cls: 3.5248, loss: 3.5248, grad_norm: 1.0110 2020-10-04 07:20:32,216 - mmaction - INFO - Epoch [49][480/999] lr: 5.494e-01, eta: 2 days, 10:17:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5336, loss_cls: 3.4191, loss: 3.4191, grad_norm: 1.0041 2020-10-04 07:20:52,298 - mmaction - INFO - Epoch [49][500/999] lr: 5.494e-01, eta: 2 days, 10:16:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5112, loss_cls: 3.4919, loss: 3.4919, grad_norm: 1.0099 2020-10-04 07:21:12,351 - mmaction - INFO - Epoch [49][520/999] lr: 5.494e-01, eta: 2 days, 10:16:34, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.2645, top5_acc: 0.5115, loss_cls: 3.5293, loss: 3.5293, grad_norm: 0.9991 2020-10-04 07:21:32,236 - mmaction - INFO - Epoch [49][540/999] lr: 5.494e-01, eta: 2 days, 10:16:12, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5253, loss_cls: 3.4385, loss: 3.4385, grad_norm: 0.9948 2020-10-04 07:21:52,316 - mmaction - INFO - Epoch [49][560/999] lr: 5.494e-01, eta: 2 days, 10:15:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2772, top5_acc: 0.5145, loss_cls: 3.4857, loss: 3.4857, grad_norm: 0.9997 2020-10-04 07:22:12,274 - mmaction - INFO - Epoch [49][580/999] lr: 5.494e-01, eta: 2 days, 10:15:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5242, loss_cls: 3.4640, loss: 3.4640, grad_norm: 1.0075 2020-10-04 07:22:32,264 - mmaction - INFO - Epoch [49][600/999] lr: 5.494e-01, eta: 2 days, 10:15:09, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5104, loss_cls: 3.5099, loss: 3.5099, grad_norm: 0.9917 2020-10-04 07:22:52,180 - mmaction - INFO - Epoch [49][620/999] lr: 5.494e-01, eta: 2 days, 10:14:47, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5217, loss_cls: 3.4707, loss: 3.4707, grad_norm: 1.0091 2020-10-04 07:23:12,120 - mmaction - INFO - Epoch [49][640/999] lr: 5.494e-01, eta: 2 days, 10:14:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5141, loss_cls: 3.4868, loss: 3.4868, grad_norm: 1.0012 2020-10-04 07:23:32,188 - mmaction - INFO - Epoch [49][660/999] lr: 5.494e-01, eta: 2 days, 10:14:05, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5105, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.0289 2020-10-04 07:23:52,167 - mmaction - INFO - Epoch [49][680/999] lr: 5.494e-01, eta: 2 days, 10:13:43, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5129, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.0052 2020-10-04 07:24:12,131 - mmaction - INFO - Epoch [49][700/999] lr: 5.494e-01, eta: 2 days, 10:13:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5073, loss_cls: 3.5251, loss: 3.5251, grad_norm: 1.0073 2020-10-04 07:24:32,133 - mmaction - INFO - Epoch [49][720/999] lr: 5.494e-01, eta: 2 days, 10:13:01, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2661, top5_acc: 0.5042, loss_cls: 3.5187, loss: 3.5187, grad_norm: 1.0180 2020-10-04 07:24:52,064 - mmaction - INFO - Epoch [49][740/999] lr: 5.494e-01, eta: 2 days, 10:12:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2730, top5_acc: 0.5129, loss_cls: 3.4864, loss: 3.4864, grad_norm: 1.0139 2020-10-04 07:25:12,008 - mmaction - INFO - Epoch [49][760/999] lr: 5.494e-01, eta: 2 days, 10:12:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5125, loss_cls: 3.4901, loss: 3.4901, grad_norm: 0.9970 2020-10-04 07:25:31,940 - mmaction - INFO - Epoch [49][780/999] lr: 5.494e-01, eta: 2 days, 10:11:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5102, loss_cls: 3.4846, loss: 3.4846, grad_norm: 1.0164 2020-10-04 07:25:51,811 - mmaction - INFO - Epoch [49][800/999] lr: 5.494e-01, eta: 2 days, 10:11:34, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5125, loss_cls: 3.4923, loss: 3.4923, grad_norm: 0.9872 2020-10-04 07:26:11,880 - mmaction - INFO - Epoch [49][820/999] lr: 5.494e-01, eta: 2 days, 10:11:13, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2727, top5_acc: 0.5171, loss_cls: 3.4769, loss: 3.4769, grad_norm: 0.9836 2020-10-04 07:26:31,863 - mmaction - INFO - Epoch [49][840/999] lr: 5.494e-01, eta: 2 days, 10:10:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5198, loss_cls: 3.4848, loss: 3.4848, grad_norm: 1.0254 2020-10-04 07:26:51,739 - mmaction - INFO - Epoch [49][860/999] lr: 5.494e-01, eta: 2 days, 10:10:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5221, loss_cls: 3.4681, loss: 3.4681, grad_norm: 1.0108 2020-10-04 07:27:11,751 - mmaction - INFO - Epoch [49][880/999] lr: 5.494e-01, eta: 2 days, 10:10:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2637, top5_acc: 0.5151, loss_cls: 3.5067, loss: 3.5067, grad_norm: 1.0211 2020-10-04 07:27:31,706 - mmaction - INFO - Epoch [49][900/999] lr: 5.494e-01, eta: 2 days, 10:09:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5074, loss_cls: 3.4980, loss: 3.4980, grad_norm: 1.0028 2020-10-04 07:27:51,723 - mmaction - INFO - Epoch [49][920/999] lr: 5.494e-01, eta: 2 days, 10:09:26, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2730, top5_acc: 0.5186, loss_cls: 3.4909, loss: 3.4909, grad_norm: 1.0112 2020-10-04 07:28:11,650 - mmaction - INFO - Epoch [49][940/999] lr: 5.494e-01, eta: 2 days, 10:09:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5224, loss_cls: 3.4520, loss: 3.4520, grad_norm: 0.9995 2020-10-04 07:28:31,571 - mmaction - INFO - Epoch [49][960/999] lr: 5.494e-01, eta: 2 days, 10:08:43, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5267, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.0016 2020-10-04 07:28:51,439 - mmaction - INFO - Epoch [49][980/999] lr: 5.494e-01, eta: 2 days, 10:08:21, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5155, loss_cls: 3.5206, loss: 3.5206, grad_norm: 1.0123 2020-10-04 07:30:00,173 - mmaction - INFO - Epoch [50][20/999] lr: 5.474e-01, eta: 2 days, 10:08:24, time: 2.476, data_time: 1.389, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5206, loss_cls: 3.4608, loss: 3.4608, grad_norm: 1.0071 2020-10-04 07:30:20,775 - mmaction - INFO - Epoch [50][40/999] lr: 5.474e-01, eta: 2 days, 10:08:05, time: 1.028, data_time: 0.002, memory: 8478, top1_acc: 0.2785, top5_acc: 0.5132, loss_cls: 3.4839, loss: 3.4839, grad_norm: 1.0209 2020-10-04 07:30:40,627 - mmaction - INFO - Epoch [50][60/999] lr: 5.474e-01, eta: 2 days, 10:07:43, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5224, loss_cls: 3.4825, loss: 3.4825, grad_norm: 1.0062 2020-10-04 07:31:00,499 - mmaction - INFO - Epoch [50][80/999] lr: 5.474e-01, eta: 2 days, 10:07:21, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5251, loss_cls: 3.4281, loss: 3.4281, grad_norm: 1.0074 2020-10-04 07:31:20,531 - mmaction - INFO - Epoch [50][100/999] lr: 5.474e-01, eta: 2 days, 10:07:00, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5154, loss_cls: 3.4622, loss: 3.4622, grad_norm: 1.0043 2020-10-04 07:31:40,591 - mmaction - INFO - Epoch [50][120/999] lr: 5.474e-01, eta: 2 days, 10:06:39, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2861, top5_acc: 0.5323, loss_cls: 3.3969, loss: 3.3969, grad_norm: 1.0247 2020-10-04 07:32:00,603 - mmaction - INFO - Epoch [50][140/999] lr: 5.474e-01, eta: 2 days, 10:06:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5135, loss_cls: 3.4915, loss: 3.4915, grad_norm: 1.0189 2020-10-04 07:32:20,560 - mmaction - INFO - Epoch [50][160/999] lr: 5.474e-01, eta: 2 days, 10:05:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5049, loss_cls: 3.5138, loss: 3.5138, grad_norm: 0.9921 2020-10-04 07:32:40,468 - mmaction - INFO - Epoch [50][180/999] lr: 5.474e-01, eta: 2 days, 10:05:35, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2772, top5_acc: 0.5174, loss_cls: 3.4664, loss: 3.4664, grad_norm: 1.0143 2020-10-04 07:33:00,419 - mmaction - INFO - Epoch [50][200/999] lr: 5.474e-01, eta: 2 days, 10:05:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5197, loss_cls: 3.4649, loss: 3.4649, grad_norm: 1.0154 2020-10-04 07:33:20,314 - mmaction - INFO - Epoch [50][220/999] lr: 5.474e-01, eta: 2 days, 10:04:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5138, loss_cls: 3.5100, loss: 3.5100, grad_norm: 1.0068 2020-10-04 07:33:40,275 - mmaction - INFO - Epoch [50][240/999] lr: 5.474e-01, eta: 2 days, 10:04:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5160, loss_cls: 3.5071, loss: 3.5071, grad_norm: 0.9988 2020-10-04 07:34:00,133 - mmaction - INFO - Epoch [50][260/999] lr: 5.474e-01, eta: 2 days, 10:04:09, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5128, loss_cls: 3.4918, loss: 3.4918, grad_norm: 1.0104 2020-10-04 07:34:20,081 - mmaction - INFO - Epoch [50][280/999] lr: 5.474e-01, eta: 2 days, 10:03:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5146, loss_cls: 3.5043, loss: 3.5043, grad_norm: 1.0159 2020-10-04 07:34:39,959 - mmaction - INFO - Epoch [50][300/999] lr: 5.474e-01, eta: 2 days, 10:03:25, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5206, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.0066 2020-10-04 07:34:59,902 - mmaction - INFO - Epoch [50][320/999] lr: 5.474e-01, eta: 2 days, 10:03:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5132, loss_cls: 3.4891, loss: 3.4891, grad_norm: 1.0102 2020-10-04 07:35:19,834 - mmaction - INFO - Epoch [50][340/999] lr: 5.474e-01, eta: 2 days, 10:02:42, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5221, loss_cls: 3.4761, loss: 3.4761, grad_norm: 0.9989 2020-10-04 07:35:39,835 - mmaction - INFO - Epoch [50][360/999] lr: 5.474e-01, eta: 2 days, 10:02:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5241, loss_cls: 3.4468, loss: 3.4468, grad_norm: 1.0097 2020-10-04 07:35:59,760 - mmaction - INFO - Epoch [50][380/999] lr: 5.474e-01, eta: 2 days, 10:02:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2788, top5_acc: 0.5188, loss_cls: 3.4906, loss: 3.4906, grad_norm: 1.0132 2020-10-04 07:36:19,705 - mmaction - INFO - Epoch [50][400/999] lr: 5.474e-01, eta: 2 days, 10:01:38, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5155, loss_cls: 3.4931, loss: 3.4931, grad_norm: 1.0163 2020-10-04 07:36:39,680 - mmaction - INFO - Epoch [50][420/999] lr: 5.474e-01, eta: 2 days, 10:01:17, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5246, loss_cls: 3.4482, loss: 3.4482, grad_norm: 1.0090 2020-10-04 07:36:59,711 - mmaction - INFO - Epoch [50][440/999] lr: 5.474e-01, eta: 2 days, 10:00:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5150, loss_cls: 3.4873, loss: 3.4873, grad_norm: 0.9970 2020-10-04 07:37:19,585 - mmaction - INFO - Epoch [50][460/999] lr: 5.474e-01, eta: 2 days, 10:00:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2663, top5_acc: 0.5141, loss_cls: 3.4815, loss: 3.4815, grad_norm: 1.0189 2020-10-04 07:37:39,562 - mmaction - INFO - Epoch [50][480/999] lr: 5.474e-01, eta: 2 days, 10:00:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5138, loss_cls: 3.5044, loss: 3.5044, grad_norm: 0.9968 2020-10-04 07:37:59,531 - mmaction - INFO - Epoch [50][500/999] lr: 5.474e-01, eta: 2 days, 9:59:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5217, loss_cls: 3.4638, loss: 3.4638, grad_norm: 0.9970 2020-10-04 07:38:19,443 - mmaction - INFO - Epoch [50][520/999] lr: 5.474e-01, eta: 2 days, 9:59:29, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5182, loss_cls: 3.4705, loss: 3.4705, grad_norm: 1.0096 2020-10-04 07:38:39,393 - mmaction - INFO - Epoch [50][540/999] lr: 5.474e-01, eta: 2 days, 9:59:08, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5138, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.0005 2020-10-04 07:38:59,307 - mmaction - INFO - Epoch [50][560/999] lr: 5.474e-01, eta: 2 days, 9:58:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5146, loss_cls: 3.5080, loss: 3.5080, grad_norm: 1.0166 2020-10-04 07:39:19,359 - mmaction - INFO - Epoch [50][580/999] lr: 5.474e-01, eta: 2 days, 9:58:25, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5137, loss_cls: 3.4883, loss: 3.4883, grad_norm: 1.0110 2020-10-04 07:39:39,215 - mmaction - INFO - Epoch [50][600/999] lr: 5.474e-01, eta: 2 days, 9:58:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5141, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.0103 2020-10-04 07:39:59,206 - mmaction - INFO - Epoch [50][620/999] lr: 5.474e-01, eta: 2 days, 9:57:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5133, loss_cls: 3.4999, loss: 3.4999, grad_norm: 1.0211 2020-10-04 07:40:19,014 - mmaction - INFO - Epoch [50][640/999] lr: 5.474e-01, eta: 2 days, 9:57:20, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5254, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.0168 2020-10-04 07:40:38,932 - mmaction - INFO - Epoch [50][660/999] lr: 5.474e-01, eta: 2 days, 9:56:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5240, loss_cls: 3.4564, loss: 3.4564, grad_norm: 0.9967 2020-10-04 07:40:58,843 - mmaction - INFO - Epoch [50][680/999] lr: 5.474e-01, eta: 2 days, 9:56:37, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5276, loss_cls: 3.4306, loss: 3.4306, grad_norm: 1.0206 2020-10-04 07:41:18,744 - mmaction - INFO - Epoch [50][700/999] lr: 5.474e-01, eta: 2 days, 9:56:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5096, loss_cls: 3.5322, loss: 3.5322, grad_norm: 0.9999 2020-10-04 07:41:38,690 - mmaction - INFO - Epoch [50][720/999] lr: 5.474e-01, eta: 2 days, 9:55:54, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5247, loss_cls: 3.4529, loss: 3.4529, grad_norm: 1.0237 2020-10-04 07:41:58,555 - mmaction - INFO - Epoch [50][740/999] lr: 5.474e-01, eta: 2 days, 9:55:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5089, loss_cls: 3.5159, loss: 3.5159, grad_norm: 1.0071 2020-10-04 07:42:18,383 - mmaction - INFO - Epoch [50][760/999] lr: 5.474e-01, eta: 2 days, 9:55:10, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5171, loss_cls: 3.4806, loss: 3.4806, grad_norm: 1.0104 2020-10-04 07:42:38,291 - mmaction - INFO - Epoch [50][780/999] lr: 5.474e-01, eta: 2 days, 9:54:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5105, loss_cls: 3.5047, loss: 3.5047, grad_norm: 1.0106 2020-10-04 07:42:58,184 - mmaction - INFO - Epoch [50][800/999] lr: 5.474e-01, eta: 2 days, 9:54:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5147, loss_cls: 3.4899, loss: 3.4899, grad_norm: 1.0037 2020-10-04 07:43:18,027 - mmaction - INFO - Epoch [50][820/999] lr: 5.474e-01, eta: 2 days, 9:54:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5177, loss_cls: 3.4831, loss: 3.4831, grad_norm: 1.0221 2020-10-04 07:43:37,991 - mmaction - INFO - Epoch [50][840/999] lr: 5.474e-01, eta: 2 days, 9:53:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5195, loss_cls: 3.5008, loss: 3.5008, grad_norm: 0.9991 2020-10-04 07:43:57,843 - mmaction - INFO - Epoch [50][860/999] lr: 5.474e-01, eta: 2 days, 9:53:22, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5217, loss_cls: 3.4498, loss: 3.4498, grad_norm: 1.0094 2020-10-04 07:44:17,724 - mmaction - INFO - Epoch [50][880/999] lr: 5.474e-01, eta: 2 days, 9:53:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5161, loss_cls: 3.4911, loss: 3.4911, grad_norm: 1.0149 2020-10-04 07:44:37,697 - mmaction - INFO - Epoch [50][900/999] lr: 5.474e-01, eta: 2 days, 9:52:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5198, loss_cls: 3.4370, loss: 3.4370, grad_norm: 1.0062 2020-10-04 07:44:57,624 - mmaction - INFO - Epoch [50][920/999] lr: 5.474e-01, eta: 2 days, 9:52:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2708, top5_acc: 0.5137, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.0198 2020-10-04 07:45:17,586 - mmaction - INFO - Epoch [50][940/999] lr: 5.474e-01, eta: 2 days, 9:51:56, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5234, loss_cls: 3.4668, loss: 3.4668, grad_norm: 1.0148 2020-10-04 07:45:37,416 - mmaction - INFO - Epoch [50][960/999] lr: 5.474e-01, eta: 2 days, 9:51:34, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5081, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.0025 2020-10-04 07:45:57,299 - mmaction - INFO - Epoch [50][980/999] lr: 5.474e-01, eta: 2 days, 9:51:12, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5214, loss_cls: 3.4456, loss: 3.4456, grad_norm: 1.0350 2020-10-04 07:47:06,803 - mmaction - INFO - Epoch [51][20/999] lr: 5.453e-01, eta: 2 days, 9:51:17, time: 2.519, data_time: 1.453, memory: 8478, top1_acc: 0.2694, top5_acc: 0.5103, loss_cls: 3.5181, loss: 3.5181, grad_norm: 1.0179 2020-10-04 07:47:26,536 - mmaction - INFO - Epoch [51][40/999] lr: 5.453e-01, eta: 2 days, 9:50:55, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5159, loss_cls: 3.4728, loss: 3.4728, grad_norm: 0.9877 2020-10-04 07:47:46,398 - mmaction - INFO - Epoch [51][60/999] lr: 5.453e-01, eta: 2 days, 9:50:33, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5246, loss_cls: 3.4366, loss: 3.4366, grad_norm: 0.9989 2020-10-04 07:48:06,286 - mmaction - INFO - Epoch [51][80/999] lr: 5.453e-01, eta: 2 days, 9:50:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5307, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.0144 2020-10-04 07:48:26,296 - mmaction - INFO - Epoch [51][100/999] lr: 5.453e-01, eta: 2 days, 9:49:50, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2813, top5_acc: 0.5257, loss_cls: 3.4419, loss: 3.4419, grad_norm: 1.0030 2020-10-04 07:48:46,274 - mmaction - INFO - Epoch [51][120/999] lr: 5.453e-01, eta: 2 days, 9:49:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5236, loss_cls: 3.4221, loss: 3.4221, grad_norm: 1.0030 2020-10-04 07:49:06,199 - mmaction - INFO - Epoch [51][140/999] lr: 5.453e-01, eta: 2 days, 9:49:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2849, top5_acc: 0.5184, loss_cls: 3.4827, loss: 3.4827, grad_norm: 1.0244 2020-10-04 07:49:26,079 - mmaction - INFO - Epoch [51][160/999] lr: 5.453e-01, eta: 2 days, 9:48:46, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5152, loss_cls: 3.4742, loss: 3.4742, grad_norm: 1.0143 2020-10-04 07:49:46,050 - mmaction - INFO - Epoch [51][180/999] lr: 5.453e-01, eta: 2 days, 9:48:24, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5251, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.0034 2020-10-04 07:50:06,123 - mmaction - INFO - Epoch [51][200/999] lr: 5.453e-01, eta: 2 days, 9:48:03, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2802, top5_acc: 0.5125, loss_cls: 3.4938, loss: 3.4938, grad_norm: 1.0086 2020-10-04 07:50:26,066 - mmaction - INFO - Epoch [51][220/999] lr: 5.453e-01, eta: 2 days, 9:47:42, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5185, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.0033 2020-10-04 07:50:46,082 - mmaction - INFO - Epoch [51][240/999] lr: 5.453e-01, eta: 2 days, 9:47:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5267, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.0080 2020-10-04 07:51:06,034 - mmaction - INFO - Epoch [51][260/999] lr: 5.453e-01, eta: 2 days, 9:46:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5203, loss_cls: 3.4550, loss: 3.4550, grad_norm: 1.0251 2020-10-04 07:51:26,042 - mmaction - INFO - Epoch [51][280/999] lr: 5.453e-01, eta: 2 days, 9:46:38, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2725, top5_acc: 0.5161, loss_cls: 3.4792, loss: 3.4792, grad_norm: 1.0125 2020-10-04 07:51:46,116 - mmaction - INFO - Epoch [51][300/999] lr: 5.453e-01, eta: 2 days, 9:46:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5221, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.0237 2020-10-04 07:52:06,051 - mmaction - INFO - Epoch [51][320/999] lr: 5.453e-01, eta: 2 days, 9:45:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5197, loss_cls: 3.4793, loss: 3.4793, grad_norm: 1.0029 2020-10-04 07:52:25,964 - mmaction - INFO - Epoch [51][340/999] lr: 5.453e-01, eta: 2 days, 9:45:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5168, loss_cls: 3.4605, loss: 3.4605, grad_norm: 0.9891 2020-10-04 07:52:45,895 - mmaction - INFO - Epoch [51][360/999] lr: 5.453e-01, eta: 2 days, 9:45:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5194, loss_cls: 3.4807, loss: 3.4807, grad_norm: 1.0093 2020-10-04 07:53:05,850 - mmaction - INFO - Epoch [51][380/999] lr: 5.453e-01, eta: 2 days, 9:44:51, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5237, loss_cls: 3.4693, loss: 3.4693, grad_norm: 1.0078 2020-10-04 07:53:25,884 - mmaction - INFO - Epoch [51][400/999] lr: 5.453e-01, eta: 2 days, 9:44:30, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5168, loss_cls: 3.4722, loss: 3.4722, grad_norm: 0.9978 2020-10-04 07:53:45,753 - mmaction - INFO - Epoch [51][420/999] lr: 5.453e-01, eta: 2 days, 9:44:08, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5288, loss_cls: 3.4499, loss: 3.4499, grad_norm: 1.0055 2020-10-04 07:54:05,708 - mmaction - INFO - Epoch [51][440/999] lr: 5.453e-01, eta: 2 days, 9:43:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5258, loss_cls: 3.4181, loss: 3.4181, grad_norm: 1.0158 2020-10-04 07:54:25,578 - mmaction - INFO - Epoch [51][460/999] lr: 5.453e-01, eta: 2 days, 9:43:25, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5202, loss_cls: 3.4592, loss: 3.4592, grad_norm: 1.0167 2020-10-04 07:54:45,542 - mmaction - INFO - Epoch [51][480/999] lr: 5.453e-01, eta: 2 days, 9:43:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5165, loss_cls: 3.4945, loss: 3.4945, grad_norm: 1.0154 2020-10-04 07:55:05,389 - mmaction - INFO - Epoch [51][500/999] lr: 5.453e-01, eta: 2 days, 9:42:42, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5161, loss_cls: 3.4773, loss: 3.4773, grad_norm: 1.0102 2020-10-04 07:55:25,458 - mmaction - INFO - Epoch [51][520/999] lr: 5.453e-01, eta: 2 days, 9:42:21, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5129, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0171 2020-10-04 07:55:45,362 - mmaction - INFO - Epoch [51][540/999] lr: 5.453e-01, eta: 2 days, 9:41:59, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5076, loss_cls: 3.4919, loss: 3.4919, grad_norm: 1.0128 2020-10-04 07:56:05,245 - mmaction - INFO - Epoch [51][560/999] lr: 5.453e-01, eta: 2 days, 9:41:38, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5112, loss_cls: 3.5147, loss: 3.5147, grad_norm: 1.0104 2020-10-04 07:56:25,198 - mmaction - INFO - Epoch [51][580/999] lr: 5.453e-01, eta: 2 days, 9:41:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5260, loss_cls: 3.4355, loss: 3.4355, grad_norm: 1.0050 2020-10-04 07:56:45,118 - mmaction - INFO - Epoch [51][600/999] lr: 5.453e-01, eta: 2 days, 9:40:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2741, top5_acc: 0.5161, loss_cls: 3.4690, loss: 3.4690, grad_norm: 1.0137 2020-10-04 07:57:05,032 - mmaction - INFO - Epoch [51][620/999] lr: 5.453e-01, eta: 2 days, 9:40:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5085, loss_cls: 3.5373, loss: 3.5373, grad_norm: 0.9983 2020-10-04 07:57:24,951 - mmaction - INFO - Epoch [51][640/999] lr: 5.453e-01, eta: 2 days, 9:40:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5214, loss_cls: 3.4255, loss: 3.4255, grad_norm: 0.9977 2020-10-04 07:57:44,936 - mmaction - INFO - Epoch [51][660/999] lr: 5.453e-01, eta: 2 days, 9:39:51, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5181, loss_cls: 3.4708, loss: 3.4708, grad_norm: 1.0079 2020-10-04 07:58:04,917 - mmaction - INFO - Epoch [51][680/999] lr: 5.453e-01, eta: 2 days, 9:39:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5185, loss_cls: 3.4501, loss: 3.4501, grad_norm: 1.0104 2020-10-04 07:58:24,899 - mmaction - INFO - Epoch [51][700/999] lr: 5.453e-01, eta: 2 days, 9:39:08, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5211, loss_cls: 3.4478, loss: 3.4478, grad_norm: 1.0033 2020-10-04 07:58:44,860 - mmaction - INFO - Epoch [51][720/999] lr: 5.453e-01, eta: 2 days, 9:38:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5210, loss_cls: 3.4829, loss: 3.4829, grad_norm: 1.0186 2020-10-04 07:59:04,750 - mmaction - INFO - Epoch [51][740/999] lr: 5.453e-01, eta: 2 days, 9:38:25, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5224, loss_cls: 3.4677, loss: 3.4677, grad_norm: 1.0117 2020-10-04 07:59:24,678 - mmaction - INFO - Epoch [51][760/999] lr: 5.453e-01, eta: 2 days, 9:38:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5208, loss_cls: 3.4686, loss: 3.4686, grad_norm: 1.0122 2020-10-04 07:59:44,657 - mmaction - INFO - Epoch [51][780/999] lr: 5.453e-01, eta: 2 days, 9:37:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5076, loss_cls: 3.4997, loss: 3.4997, grad_norm: 0.9920 2020-10-04 08:00:06,036 - mmaction - INFO - Epoch [51][800/999] lr: 5.453e-01, eta: 2 days, 9:37:26, time: 1.069, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5087, loss_cls: 3.4977, loss: 3.4977, grad_norm: 1.0050 2020-10-04 08:00:26,783 - mmaction - INFO - Epoch [51][820/999] lr: 5.453e-01, eta: 2 days, 9:37:08, time: 1.037, data_time: 0.003, memory: 8478, top1_acc: 0.2715, top5_acc: 0.4995, loss_cls: 3.5279, loss: 3.5279, grad_norm: 1.0025 2020-10-04 08:00:46,687 - mmaction - INFO - Epoch [51][840/999] lr: 5.453e-01, eta: 2 days, 9:36:47, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5137, loss_cls: 3.4824, loss: 3.4824, grad_norm: 1.0021 2020-10-04 08:01:06,597 - mmaction - INFO - Epoch [51][860/999] lr: 5.453e-01, eta: 2 days, 9:36:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5151, loss_cls: 3.4943, loss: 3.4943, grad_norm: 1.0194 2020-10-04 08:01:26,466 - mmaction - INFO - Epoch [51][880/999] lr: 5.453e-01, eta: 2 days, 9:36:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5120, loss_cls: 3.4910, loss: 3.4910, grad_norm: 0.9933 2020-10-04 08:01:46,360 - mmaction - INFO - Epoch [51][900/999] lr: 5.453e-01, eta: 2 days, 9:35:42, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2762, top5_acc: 0.5121, loss_cls: 3.4978, loss: 3.4978, grad_norm: 0.9948 2020-10-04 08:02:06,351 - mmaction - INFO - Epoch [51][920/999] lr: 5.453e-01, eta: 2 days, 9:35:21, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5288, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.0060 2020-10-04 08:02:26,292 - mmaction - INFO - Epoch [51][940/999] lr: 5.453e-01, eta: 2 days, 9:34:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5135, loss_cls: 3.4606, loss: 3.4606, grad_norm: 1.0116 2020-10-04 08:02:46,262 - mmaction - INFO - Epoch [51][960/999] lr: 5.453e-01, eta: 2 days, 9:34:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5238, loss_cls: 3.4673, loss: 3.4673, grad_norm: 1.0127 2020-10-04 08:03:06,086 - mmaction - INFO - Epoch [51][980/999] lr: 5.453e-01, eta: 2 days, 9:34:16, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5171, loss_cls: 3.4871, loss: 3.4871, grad_norm: 0.9978 2020-10-04 08:04:19,834 - mmaction - INFO - Epoch [52][20/999] lr: 5.431e-01, eta: 2 days, 9:34:31, time: 2.648, data_time: 1.660, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5128, loss_cls: 3.4975, loss: 3.4975, grad_norm: 1.0189 2020-10-04 08:04:39,546 - mmaction - INFO - Epoch [52][40/999] lr: 5.431e-01, eta: 2 days, 9:34:08, time: 0.987, data_time: 0.004, memory: 8478, top1_acc: 0.2698, top5_acc: 0.5104, loss_cls: 3.5024, loss: 3.5024, grad_norm: 1.0096 2020-10-04 08:04:59,350 - mmaction - INFO - Epoch [52][60/999] lr: 5.431e-01, eta: 2 days, 9:33:46, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5242, loss_cls: 3.4442, loss: 3.4442, grad_norm: 1.0042 2020-10-04 08:05:19,255 - mmaction - INFO - Epoch [52][80/999] lr: 5.431e-01, eta: 2 days, 9:33:25, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5199, loss_cls: 3.4571, loss: 3.4571, grad_norm: 1.0189 2020-10-04 08:05:39,123 - mmaction - INFO - Epoch [52][100/999] lr: 5.431e-01, eta: 2 days, 9:33:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5161, loss_cls: 3.4856, loss: 3.4856, grad_norm: 1.0032 2020-10-04 08:05:58,991 - mmaction - INFO - Epoch [52][120/999] lr: 5.431e-01, eta: 2 days, 9:32:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2926, top5_acc: 0.5273, loss_cls: 3.4135, loss: 3.4135, grad_norm: 1.0060 2020-10-04 08:06:18,893 - mmaction - INFO - Epoch [52][140/999] lr: 5.431e-01, eta: 2 days, 9:32:20, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5221, loss_cls: 3.4661, loss: 3.4661, grad_norm: 1.0107 2020-10-04 08:06:38,748 - mmaction - INFO - Epoch [52][160/999] lr: 5.431e-01, eta: 2 days, 9:31:58, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5230, loss_cls: 3.4491, loss: 3.4491, grad_norm: 1.0135 2020-10-04 08:06:58,700 - mmaction - INFO - Epoch [52][180/999] lr: 5.431e-01, eta: 2 days, 9:31:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5229, loss_cls: 3.4597, loss: 3.4597, grad_norm: 1.0250 2020-10-04 08:07:18,630 - mmaction - INFO - Epoch [52][200/999] lr: 5.431e-01, eta: 2 days, 9:31:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5271, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0063 2020-10-04 08:07:38,569 - mmaction - INFO - Epoch [52][220/999] lr: 5.431e-01, eta: 2 days, 9:30:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5167, loss_cls: 3.4828, loss: 3.4828, grad_norm: 1.0381 2020-10-04 08:07:58,602 - mmaction - INFO - Epoch [52][240/999] lr: 5.431e-01, eta: 2 days, 9:30:32, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2632, top5_acc: 0.5155, loss_cls: 3.5005, loss: 3.5005, grad_norm: 1.0135 2020-10-04 08:08:18,581 - mmaction - INFO - Epoch [52][260/999] lr: 5.431e-01, eta: 2 days, 9:30:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5229, loss_cls: 3.4562, loss: 3.4562, grad_norm: 1.0013 2020-10-04 08:08:38,600 - mmaction - INFO - Epoch [52][280/999] lr: 5.431e-01, eta: 2 days, 9:29:50, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5294, loss_cls: 3.4093, loss: 3.4093, grad_norm: 0.9996 2020-10-04 08:08:58,616 - mmaction - INFO - Epoch [52][300/999] lr: 5.431e-01, eta: 2 days, 9:29:29, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5194, loss_cls: 3.4495, loss: 3.4495, grad_norm: 1.0268 2020-10-04 08:09:18,513 - mmaction - INFO - Epoch [52][320/999] lr: 5.431e-01, eta: 2 days, 9:29:07, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5217, loss_cls: 3.4628, loss: 3.4628, grad_norm: 1.0189 2020-10-04 08:09:38,516 - mmaction - INFO - Epoch [52][340/999] lr: 5.431e-01, eta: 2 days, 9:28:46, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5152, loss_cls: 3.4688, loss: 3.4688, grad_norm: 1.0148 2020-10-04 08:09:58,444 - mmaction - INFO - Epoch [52][360/999] lr: 5.431e-01, eta: 2 days, 9:28:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5215, loss_cls: 3.4570, loss: 3.4570, grad_norm: 1.0218 2020-10-04 08:10:18,258 - mmaction - INFO - Epoch [52][380/999] lr: 5.431e-01, eta: 2 days, 9:28:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5137, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.0115 2020-10-04 08:10:38,208 - mmaction - INFO - Epoch [52][400/999] lr: 5.431e-01, eta: 2 days, 9:27:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5229, loss_cls: 3.4397, loss: 3.4397, grad_norm: 1.0214 2020-10-04 08:10:58,040 - mmaction - INFO - Epoch [52][420/999] lr: 5.431e-01, eta: 2 days, 9:27:19, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5176, loss_cls: 3.4868, loss: 3.4868, grad_norm: 0.9933 2020-10-04 08:11:17,946 - mmaction - INFO - Epoch [52][440/999] lr: 5.431e-01, eta: 2 days, 9:26:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5268, loss_cls: 3.4531, loss: 3.4531, grad_norm: 1.0172 2020-10-04 08:11:37,843 - mmaction - INFO - Epoch [52][460/999] lr: 5.431e-01, eta: 2 days, 9:26:36, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5238, loss_cls: 3.4277, loss: 3.4277, grad_norm: 1.0006 2020-10-04 08:11:57,825 - mmaction - INFO - Epoch [52][480/999] lr: 5.431e-01, eta: 2 days, 9:26:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2762, top5_acc: 0.5152, loss_cls: 3.4702, loss: 3.4702, grad_norm: 1.0310 2020-10-04 08:12:17,907 - mmaction - INFO - Epoch [52][500/999] lr: 5.431e-01, eta: 2 days, 9:25:54, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5099, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.0179 2020-10-04 08:12:37,796 - mmaction - INFO - Epoch [52][520/999] lr: 5.431e-01, eta: 2 days, 9:25:32, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5258, loss_cls: 3.4560, loss: 3.4560, grad_norm: 1.0098 2020-10-04 08:12:57,732 - mmaction - INFO - Epoch [52][540/999] lr: 5.431e-01, eta: 2 days, 9:25:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2730, top5_acc: 0.5064, loss_cls: 3.5221, loss: 3.5221, grad_norm: 0.9962 2020-10-04 08:13:17,664 - mmaction - INFO - Epoch [52][560/999] lr: 5.431e-01, eta: 2 days, 9:24:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5277, loss_cls: 3.4506, loss: 3.4506, grad_norm: 1.0077 2020-10-04 08:13:37,695 - mmaction - INFO - Epoch [52][580/999] lr: 5.431e-01, eta: 2 days, 9:24:28, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5296, loss_cls: 3.4269, loss: 3.4269, grad_norm: 1.0055 2020-10-04 08:13:57,660 - mmaction - INFO - Epoch [52][600/999] lr: 5.431e-01, eta: 2 days, 9:24:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5234, loss_cls: 3.4778, loss: 3.4778, grad_norm: 1.0111 2020-10-04 08:14:17,626 - mmaction - INFO - Epoch [52][620/999] lr: 5.431e-01, eta: 2 days, 9:23:46, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5251, loss_cls: 3.4491, loss: 3.4491, grad_norm: 1.0156 2020-10-04 08:14:37,614 - mmaction - INFO - Epoch [52][640/999] lr: 5.431e-01, eta: 2 days, 9:23:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5102, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.0150 2020-10-04 08:14:57,545 - mmaction - INFO - Epoch [52][660/999] lr: 5.431e-01, eta: 2 days, 9:23:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5243, loss_cls: 3.4632, loss: 3.4632, grad_norm: 1.0008 2020-10-04 08:15:17,450 - mmaction - INFO - Epoch [52][680/999] lr: 5.431e-01, eta: 2 days, 9:22:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2764, top5_acc: 0.5268, loss_cls: 3.4457, loss: 3.4457, grad_norm: 1.0179 2020-10-04 08:15:37,248 - mmaction - INFO - Epoch [52][700/999] lr: 5.431e-01, eta: 2 days, 9:22:19, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5118, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.0069 2020-10-04 08:15:57,108 - mmaction - INFO - Epoch [52][720/999] lr: 5.431e-01, eta: 2 days, 9:21:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5167, loss_cls: 3.4819, loss: 3.4819, grad_norm: 1.0129 2020-10-04 08:16:16,951 - mmaction - INFO - Epoch [52][740/999] lr: 5.431e-01, eta: 2 days, 9:21:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2813, top5_acc: 0.5221, loss_cls: 3.4653, loss: 3.4653, grad_norm: 1.0171 2020-10-04 08:16:36,921 - mmaction - INFO - Epoch [52][760/999] lr: 5.431e-01, eta: 2 days, 9:21:14, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2742, top5_acc: 0.5198, loss_cls: 3.4793, loss: 3.4793, grad_norm: 1.0112 2020-10-04 08:16:56,874 - mmaction - INFO - Epoch [52][780/999] lr: 5.431e-01, eta: 2 days, 9:20:53, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2788, top5_acc: 0.5286, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.0071 2020-10-04 08:17:16,733 - mmaction - INFO - Epoch [52][800/999] lr: 5.431e-01, eta: 2 days, 9:20:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2674, top5_acc: 0.5142, loss_cls: 3.4977, loss: 3.4977, grad_norm: 1.0029 2020-10-04 08:17:36,573 - mmaction - INFO - Epoch [52][820/999] lr: 5.431e-01, eta: 2 days, 9:20:10, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5240, loss_cls: 3.4700, loss: 3.4700, grad_norm: 1.0136 2020-10-04 08:17:56,581 - mmaction - INFO - Epoch [52][840/999] lr: 5.431e-01, eta: 2 days, 9:19:48, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2723, top5_acc: 0.5177, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.0148 2020-10-04 08:18:16,462 - mmaction - INFO - Epoch [52][860/999] lr: 5.431e-01, eta: 2 days, 9:19:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2788, top5_acc: 0.5164, loss_cls: 3.4592, loss: 3.4592, grad_norm: 1.0080 2020-10-04 08:18:36,350 - mmaction - INFO - Epoch [52][880/999] lr: 5.431e-01, eta: 2 days, 9:19:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5177, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.0149 2020-10-04 08:18:56,295 - mmaction - INFO - Epoch [52][900/999] lr: 5.431e-01, eta: 2 days, 9:18:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5230, loss_cls: 3.4757, loss: 3.4757, grad_norm: 1.0113 2020-10-04 08:19:16,219 - mmaction - INFO - Epoch [52][920/999] lr: 5.431e-01, eta: 2 days, 9:18:22, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5139, loss_cls: 3.4954, loss: 3.4954, grad_norm: 1.0180 2020-10-04 08:19:36,113 - mmaction - INFO - Epoch [52][940/999] lr: 5.431e-01, eta: 2 days, 9:18:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5139, loss_cls: 3.5008, loss: 3.5008, grad_norm: 1.0157 2020-10-04 08:19:55,986 - mmaction - INFO - Epoch [52][960/999] lr: 5.431e-01, eta: 2 days, 9:17:39, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5128, loss_cls: 3.5046, loss: 3.5046, grad_norm: 1.0058 2020-10-04 08:20:15,837 - mmaction - INFO - Epoch [52][980/999] lr: 5.431e-01, eta: 2 days, 9:17:17, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5215, loss_cls: 3.4560, loss: 3.4560, grad_norm: 1.0194 2020-10-04 08:21:24,878 - mmaction - INFO - Epoch [53][20/999] lr: 5.410e-01, eta: 2 days, 9:17:19, time: 2.501, data_time: 1.505, memory: 8478, top1_acc: 0.2635, top5_acc: 0.5137, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.0225 2020-10-04 08:21:44,588 - mmaction - INFO - Epoch [53][40/999] lr: 5.410e-01, eta: 2 days, 9:16:57, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5292, loss_cls: 3.4475, loss: 3.4475, grad_norm: 1.0090 2020-10-04 08:22:04,373 - mmaction - INFO - Epoch [53][60/999] lr: 5.410e-01, eta: 2 days, 9:16:35, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2717, top5_acc: 0.5197, loss_cls: 3.4627, loss: 3.4627, grad_norm: 1.0106 2020-10-04 08:22:24,266 - mmaction - INFO - Epoch [53][80/999] lr: 5.410e-01, eta: 2 days, 9:16:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5216, loss_cls: 3.4568, loss: 3.4568, grad_norm: 1.0197 2020-10-04 08:22:44,250 - mmaction - INFO - Epoch [53][100/999] lr: 5.410e-01, eta: 2 days, 9:15:52, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5341, loss_cls: 3.3920, loss: 3.3920, grad_norm: 1.0041 2020-10-04 08:23:04,220 - mmaction - INFO - Epoch [53][120/999] lr: 5.410e-01, eta: 2 days, 9:15:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5190, loss_cls: 3.4584, loss: 3.4584, grad_norm: 1.0402 2020-10-04 08:23:24,131 - mmaction - INFO - Epoch [53][140/999] lr: 5.410e-01, eta: 2 days, 9:15:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5211, loss_cls: 3.4331, loss: 3.4331, grad_norm: 1.0118 2020-10-04 08:23:44,102 - mmaction - INFO - Epoch [53][160/999] lr: 5.410e-01, eta: 2 days, 9:14:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5090, loss_cls: 3.4993, loss: 3.4993, grad_norm: 1.0201 2020-10-04 08:24:04,046 - mmaction - INFO - Epoch [53][180/999] lr: 5.410e-01, eta: 2 days, 9:14:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5109, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.0183 2020-10-04 08:24:24,048 - mmaction - INFO - Epoch [53][200/999] lr: 5.410e-01, eta: 2 days, 9:14:05, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5281, loss_cls: 3.4244, loss: 3.4244, grad_norm: 1.0109 2020-10-04 08:24:43,950 - mmaction - INFO - Epoch [53][220/999] lr: 5.410e-01, eta: 2 days, 9:13:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5286, loss_cls: 3.4264, loss: 3.4264, grad_norm: 1.0062 2020-10-04 08:25:03,806 - mmaction - INFO - Epoch [53][240/999] lr: 5.410e-01, eta: 2 days, 9:13:22, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5232, loss_cls: 3.4722, loss: 3.4722, grad_norm: 1.0214 2020-10-04 08:25:23,748 - mmaction - INFO - Epoch [53][260/999] lr: 5.410e-01, eta: 2 days, 9:13:01, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5206, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.0144 2020-10-04 08:25:43,673 - mmaction - INFO - Epoch [53][280/999] lr: 5.410e-01, eta: 2 days, 9:12:39, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2773, top5_acc: 0.5168, loss_cls: 3.4731, loss: 3.4731, grad_norm: 1.0138 2020-10-04 08:26:03,675 - mmaction - INFO - Epoch [53][300/999] lr: 5.410e-01, eta: 2 days, 9:12:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5288, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.0261 2020-10-04 08:26:23,532 - mmaction - INFO - Epoch [53][320/999] lr: 5.410e-01, eta: 2 days, 9:11:56, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5223, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.0127 2020-10-04 08:26:43,487 - mmaction - INFO - Epoch [53][340/999] lr: 5.410e-01, eta: 2 days, 9:11:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5251, loss_cls: 3.4345, loss: 3.4345, grad_norm: 1.0115 2020-10-04 08:27:03,402 - mmaction - INFO - Epoch [53][360/999] lr: 5.410e-01, eta: 2 days, 9:11:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5292, loss_cls: 3.4495, loss: 3.4495, grad_norm: 1.0256 2020-10-04 08:27:23,272 - mmaction - INFO - Epoch [53][380/999] lr: 5.410e-01, eta: 2 days, 9:10:52, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5145, loss_cls: 3.4754, loss: 3.4754, grad_norm: 1.0159 2020-10-04 08:27:43,301 - mmaction - INFO - Epoch [53][400/999] lr: 5.410e-01, eta: 2 days, 9:10:31, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5206, loss_cls: 3.4456, loss: 3.4456, grad_norm: 1.0088 2020-10-04 08:28:03,202 - mmaction - INFO - Epoch [53][420/999] lr: 5.410e-01, eta: 2 days, 9:10:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5145, loss_cls: 3.5034, loss: 3.5034, grad_norm: 1.0166 2020-10-04 08:28:23,164 - mmaction - INFO - Epoch [53][440/999] lr: 5.410e-01, eta: 2 days, 9:09:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5141, loss_cls: 3.4695, loss: 3.4695, grad_norm: 1.0346 2020-10-04 08:28:43,028 - mmaction - INFO - Epoch [53][460/999] lr: 5.410e-01, eta: 2 days, 9:09:26, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5122, loss_cls: 3.5005, loss: 3.5005, grad_norm: 1.0050 2020-10-04 08:29:02,971 - mmaction - INFO - Epoch [53][480/999] lr: 5.410e-01, eta: 2 days, 9:09:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5225, loss_cls: 3.4386, loss: 3.4386, grad_norm: 0.9953 2020-10-04 08:29:22,856 - mmaction - INFO - Epoch [53][500/999] lr: 5.410e-01, eta: 2 days, 9:08:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5247, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.0193 2020-10-04 08:29:42,685 - mmaction - INFO - Epoch [53][520/999] lr: 5.410e-01, eta: 2 days, 9:08:21, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5155, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.0196 2020-10-04 08:30:02,588 - mmaction - INFO - Epoch [53][540/999] lr: 5.410e-01, eta: 2 days, 9:08:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5240, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.0191 2020-10-04 08:30:23,378 - mmaction - INFO - Epoch [53][560/999] lr: 5.410e-01, eta: 2 days, 9:07:42, time: 1.039, data_time: 0.002, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5188, loss_cls: 3.4669, loss: 3.4669, grad_norm: 1.0170 2020-10-04 08:30:43,252 - mmaction - INFO - Epoch [53][580/999] lr: 5.410e-01, eta: 2 days, 9:07:20, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2671, top5_acc: 0.5130, loss_cls: 3.5157, loss: 3.5157, grad_norm: 1.0099 2020-10-04 08:31:03,191 - mmaction - INFO - Epoch [53][600/999] lr: 5.410e-01, eta: 2 days, 9:06:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5251, loss_cls: 3.4232, loss: 3.4232, grad_norm: 1.0088 2020-10-04 08:31:22,981 - mmaction - INFO - Epoch [53][620/999] lr: 5.410e-01, eta: 2 days, 9:06:37, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5158, loss_cls: 3.4736, loss: 3.4736, grad_norm: 1.0069 2020-10-04 08:31:42,934 - mmaction - INFO - Epoch [53][640/999] lr: 5.410e-01, eta: 2 days, 9:06:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5320, loss_cls: 3.4285, loss: 3.4285, grad_norm: 1.0179 2020-10-04 08:32:02,907 - mmaction - INFO - Epoch [53][660/999] lr: 5.410e-01, eta: 2 days, 9:05:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5193, loss_cls: 3.4808, loss: 3.4808, grad_norm: 1.0053 2020-10-04 08:32:22,808 - mmaction - INFO - Epoch [53][680/999] lr: 5.410e-01, eta: 2 days, 9:05:32, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5150, loss_cls: 3.4907, loss: 3.4907, grad_norm: 1.0291 2020-10-04 08:32:42,675 - mmaction - INFO - Epoch [53][700/999] lr: 5.410e-01, eta: 2 days, 9:05:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5130, loss_cls: 3.4795, loss: 3.4795, grad_norm: 0.9976 2020-10-04 08:33:02,521 - mmaction - INFO - Epoch [53][720/999] lr: 5.410e-01, eta: 2 days, 9:04:49, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5229, loss_cls: 3.4543, loss: 3.4543, grad_norm: 1.0188 2020-10-04 08:33:22,436 - mmaction - INFO - Epoch [53][740/999] lr: 5.410e-01, eta: 2 days, 9:04:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2807, top5_acc: 0.5180, loss_cls: 3.4814, loss: 3.4814, grad_norm: 1.0145 2020-10-04 08:33:42,357 - mmaction - INFO - Epoch [53][760/999] lr: 5.410e-01, eta: 2 days, 9:04:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2668, top5_acc: 0.5115, loss_cls: 3.5019, loss: 3.5019, grad_norm: 1.0267 2020-10-04 08:34:02,281 - mmaction - INFO - Epoch [53][780/999] lr: 5.410e-01, eta: 2 days, 9:03:45, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5220, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.0130 2020-10-04 08:34:22,221 - mmaction - INFO - Epoch [53][800/999] lr: 5.410e-01, eta: 2 days, 9:03:23, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5115, loss_cls: 3.4712, loss: 3.4712, grad_norm: 1.0049 2020-10-04 08:34:42,258 - mmaction - INFO - Epoch [53][820/999] lr: 5.410e-01, eta: 2 days, 9:03:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5245, loss_cls: 3.4192, loss: 3.4192, grad_norm: 1.0185 2020-10-04 08:35:02,187 - mmaction - INFO - Epoch [53][840/999] lr: 5.410e-01, eta: 2 days, 9:02:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2714, top5_acc: 0.5165, loss_cls: 3.4982, loss: 3.4982, grad_norm: 1.0214 2020-10-04 08:35:22,155 - mmaction - INFO - Epoch [53][860/999] lr: 5.410e-01, eta: 2 days, 9:02:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5204, loss_cls: 3.4797, loss: 3.4797, grad_norm: 1.0229 2020-10-04 08:35:42,102 - mmaction - INFO - Epoch [53][880/999] lr: 5.410e-01, eta: 2 days, 9:01:58, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5228, loss_cls: 3.4753, loss: 3.4753, grad_norm: 1.0049 2020-10-04 08:36:01,896 - mmaction - INFO - Epoch [53][900/999] lr: 5.410e-01, eta: 2 days, 9:01:36, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5236, loss_cls: 3.4446, loss: 3.4446, grad_norm: 0.9980 2020-10-04 08:36:21,831 - mmaction - INFO - Epoch [53][920/999] lr: 5.410e-01, eta: 2 days, 9:01:15, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2762, top5_acc: 0.5241, loss_cls: 3.4690, loss: 3.4690, grad_norm: 1.0092 2020-10-04 08:36:41,783 - mmaction - INFO - Epoch [53][940/999] lr: 5.410e-01, eta: 2 days, 9:00:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5251, loss_cls: 3.4342, loss: 3.4342, grad_norm: 1.0149 2020-10-04 08:37:01,781 - mmaction - INFO - Epoch [53][960/999] lr: 5.410e-01, eta: 2 days, 9:00:32, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5148, loss_cls: 3.5129, loss: 3.5129, grad_norm: 1.0254 2020-10-04 08:37:21,788 - mmaction - INFO - Epoch [53][980/999] lr: 5.410e-01, eta: 2 days, 9:00:11, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2844, top5_acc: 0.5310, loss_cls: 3.4578, loss: 3.4578, grad_norm: 1.0096 2020-10-04 08:38:31,478 - mmaction - INFO - Epoch [54][20/999] lr: 5.388e-01, eta: 2 days, 9:00:13, time: 2.513, data_time: 1.502, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5263, loss_cls: 3.4281, loss: 3.4281, grad_norm: 1.0251 2020-10-04 08:38:51,101 - mmaction - INFO - Epoch [54][40/999] lr: 5.388e-01, eta: 2 days, 8:59:51, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5247, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.0146 2020-10-04 08:39:10,843 - mmaction - INFO - Epoch [54][60/999] lr: 5.388e-01, eta: 2 days, 8:59:28, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5276, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.0022 2020-10-04 08:39:30,813 - mmaction - INFO - Epoch [54][80/999] lr: 5.388e-01, eta: 2 days, 8:59:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5186, loss_cls: 3.4909, loss: 3.4909, grad_norm: 1.0307 2020-10-04 08:39:50,743 - mmaction - INFO - Epoch [54][100/999] lr: 5.388e-01, eta: 2 days, 8:58:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5290, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.0131 2020-10-04 08:40:10,643 - mmaction - INFO - Epoch [54][120/999] lr: 5.388e-01, eta: 2 days, 8:58:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5254, loss_cls: 3.4579, loss: 3.4579, grad_norm: 1.0338 2020-10-04 08:40:30,580 - mmaction - INFO - Epoch [54][140/999] lr: 5.388e-01, eta: 2 days, 8:58:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5191, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.0204 2020-10-04 08:40:50,499 - mmaction - INFO - Epoch [54][160/999] lr: 5.388e-01, eta: 2 days, 8:57:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5298, loss_cls: 3.4393, loss: 3.4393, grad_norm: 1.0198 2020-10-04 08:41:10,477 - mmaction - INFO - Epoch [54][180/999] lr: 5.388e-01, eta: 2 days, 8:57:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2839, top5_acc: 0.5273, loss_cls: 3.4233, loss: 3.4233, grad_norm: 1.0322 2020-10-04 08:41:30,416 - mmaction - INFO - Epoch [54][200/999] lr: 5.388e-01, eta: 2 days, 8:56:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2807, top5_acc: 0.5236, loss_cls: 3.4555, loss: 3.4555, grad_norm: 1.0240 2020-10-04 08:41:50,231 - mmaction - INFO - Epoch [54][220/999] lr: 5.388e-01, eta: 2 days, 8:56:37, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5190, loss_cls: 3.4782, loss: 3.4782, grad_norm: 1.0137 2020-10-04 08:42:10,292 - mmaction - INFO - Epoch [54][240/999] lr: 5.388e-01, eta: 2 days, 8:56:16, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2971, top5_acc: 0.5345, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.0151 2020-10-04 08:42:30,295 - mmaction - INFO - Epoch [54][260/999] lr: 5.388e-01, eta: 2 days, 8:55:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5258, loss_cls: 3.4584, loss: 3.4584, grad_norm: 1.0200 2020-10-04 08:42:50,418 - mmaction - INFO - Epoch [54][280/999] lr: 5.388e-01, eta: 2 days, 8:55:34, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5143, loss_cls: 3.5102, loss: 3.5102, grad_norm: 1.0363 2020-10-04 08:43:10,403 - mmaction - INFO - Epoch [54][300/999] lr: 5.388e-01, eta: 2 days, 8:55:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5193, loss_cls: 3.4811, loss: 3.4811, grad_norm: 1.0029 2020-10-04 08:43:30,273 - mmaction - INFO - Epoch [54][320/999] lr: 5.388e-01, eta: 2 days, 8:54:51, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2728, top5_acc: 0.5073, loss_cls: 3.5206, loss: 3.5206, grad_norm: 1.0220 2020-10-04 08:43:50,232 - mmaction - INFO - Epoch [54][340/999] lr: 5.388e-01, eta: 2 days, 8:54:30, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5296, loss_cls: 3.4394, loss: 3.4394, grad_norm: 0.9940 2020-10-04 08:44:10,188 - mmaction - INFO - Epoch [54][360/999] lr: 5.388e-01, eta: 2 days, 8:54:09, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5250, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.0264 2020-10-04 08:44:30,121 - mmaction - INFO - Epoch [54][380/999] lr: 5.388e-01, eta: 2 days, 8:53:47, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5296, loss_cls: 3.4369, loss: 3.4369, grad_norm: 1.0308 2020-10-04 08:44:50,119 - mmaction - INFO - Epoch [54][400/999] lr: 5.388e-01, eta: 2 days, 8:53:26, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5177, loss_cls: 3.4900, loss: 3.4900, grad_norm: 1.0028 2020-10-04 08:45:09,981 - mmaction - INFO - Epoch [54][420/999] lr: 5.388e-01, eta: 2 days, 8:53:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5182, loss_cls: 3.4668, loss: 3.4668, grad_norm: 1.0169 2020-10-04 08:45:29,852 - mmaction - INFO - Epoch [54][440/999] lr: 5.388e-01, eta: 2 days, 8:52:43, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5328, loss_cls: 3.4256, loss: 3.4256, grad_norm: 1.0437 2020-10-04 08:45:49,802 - mmaction - INFO - Epoch [54][460/999] lr: 5.388e-01, eta: 2 days, 8:52:21, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2727, top5_acc: 0.5264, loss_cls: 3.4905, loss: 3.4905, grad_norm: 1.0227 2020-10-04 08:46:09,705 - mmaction - INFO - Epoch [54][480/999] lr: 5.388e-01, eta: 2 days, 8:52:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5202, loss_cls: 3.4830, loss: 3.4830, grad_norm: 1.0173 2020-10-04 08:46:29,629 - mmaction - INFO - Epoch [54][500/999] lr: 5.388e-01, eta: 2 days, 8:51:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5195, loss_cls: 3.4648, loss: 3.4648, grad_norm: 1.0096 2020-10-04 08:46:49,505 - mmaction - INFO - Epoch [54][520/999] lr: 5.388e-01, eta: 2 days, 8:51:17, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2751, top5_acc: 0.5216, loss_cls: 3.4569, loss: 3.4569, grad_norm: 1.0149 2020-10-04 08:47:09,485 - mmaction - INFO - Epoch [54][540/999] lr: 5.388e-01, eta: 2 days, 8:50:56, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5376, loss_cls: 3.3989, loss: 3.3989, grad_norm: 0.9987 2020-10-04 08:47:29,407 - mmaction - INFO - Epoch [54][560/999] lr: 5.388e-01, eta: 2 days, 8:50:34, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5143, loss_cls: 3.4562, loss: 3.4562, grad_norm: 1.0245 2020-10-04 08:47:49,260 - mmaction - INFO - Epoch [54][580/999] lr: 5.388e-01, eta: 2 days, 8:50:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5125, loss_cls: 3.4945, loss: 3.4945, grad_norm: 1.0261 2020-10-04 08:48:09,257 - mmaction - INFO - Epoch [54][600/999] lr: 5.388e-01, eta: 2 days, 8:49:51, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5286, loss_cls: 3.4506, loss: 3.4506, grad_norm: 1.0109 2020-10-04 08:48:29,234 - mmaction - INFO - Epoch [54][620/999] lr: 5.388e-01, eta: 2 days, 8:49:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5201, loss_cls: 3.4530, loss: 3.4530, grad_norm: 1.0048 2020-10-04 08:48:49,178 - mmaction - INFO - Epoch [54][640/999] lr: 5.388e-01, eta: 2 days, 8:49:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5091, loss_cls: 3.5208, loss: 3.5208, grad_norm: 0.9962 2020-10-04 08:49:09,000 - mmaction - INFO - Epoch [54][660/999] lr: 5.388e-01, eta: 2 days, 8:48:47, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5273, loss_cls: 3.4330, loss: 3.4330, grad_norm: 1.0050 2020-10-04 08:49:28,910 - mmaction - INFO - Epoch [54][680/999] lr: 5.388e-01, eta: 2 days, 8:48:26, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5086, loss_cls: 3.4988, loss: 3.4988, grad_norm: 1.0202 2020-10-04 08:49:48,746 - mmaction - INFO - Epoch [54][700/999] lr: 5.388e-01, eta: 2 days, 8:48:04, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5288, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.0104 2020-10-04 08:50:08,689 - mmaction - INFO - Epoch [54][720/999] lr: 5.388e-01, eta: 2 days, 8:47:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5234, loss_cls: 3.4573, loss: 3.4573, grad_norm: 1.0058 2020-10-04 08:50:28,621 - mmaction - INFO - Epoch [54][740/999] lr: 5.388e-01, eta: 2 days, 8:47:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5107, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.0251 2020-10-04 08:50:48,431 - mmaction - INFO - Epoch [54][760/999] lr: 5.388e-01, eta: 2 days, 8:46:59, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5204, loss_cls: 3.4548, loss: 3.4548, grad_norm: 1.0091 2020-10-04 08:51:08,477 - mmaction - INFO - Epoch [54][780/999] lr: 5.388e-01, eta: 2 days, 8:46:38, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2758, top5_acc: 0.5202, loss_cls: 3.4899, loss: 3.4899, grad_norm: 1.0155 2020-10-04 08:51:28,407 - mmaction - INFO - Epoch [54][800/999] lr: 5.388e-01, eta: 2 days, 8:46:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5223, loss_cls: 3.4405, loss: 3.4405, grad_norm: 0.9944 2020-10-04 08:51:48,291 - mmaction - INFO - Epoch [54][820/999] lr: 5.388e-01, eta: 2 days, 8:45:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2750, top5_acc: 0.5236, loss_cls: 3.4547, loss: 3.4547, grad_norm: 1.0152 2020-10-04 08:52:08,241 - mmaction - INFO - Epoch [54][840/999] lr: 5.388e-01, eta: 2 days, 8:45:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5193, loss_cls: 3.4530, loss: 3.4530, grad_norm: 0.9973 2020-10-04 08:52:28,229 - mmaction - INFO - Epoch [54][860/999] lr: 5.388e-01, eta: 2 days, 8:45:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5270, loss_cls: 3.4430, loss: 3.4430, grad_norm: 1.0206 2020-10-04 08:52:48,072 - mmaction - INFO - Epoch [54][880/999] lr: 5.388e-01, eta: 2 days, 8:44:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5174, loss_cls: 3.4406, loss: 3.4406, grad_norm: 1.0116 2020-10-04 08:53:07,949 - mmaction - INFO - Epoch [54][900/999] lr: 5.388e-01, eta: 2 days, 8:44:30, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5227, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.0207 2020-10-04 08:53:27,832 - mmaction - INFO - Epoch [54][920/999] lr: 5.388e-01, eta: 2 days, 8:44:08, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5176, loss_cls: 3.4757, loss: 3.4757, grad_norm: 1.0103 2020-10-04 08:53:47,720 - mmaction - INFO - Epoch [54][940/999] lr: 5.388e-01, eta: 2 days, 8:43:47, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5225, loss_cls: 3.4458, loss: 3.4458, grad_norm: 1.0153 2020-10-04 08:54:07,698 - mmaction - INFO - Epoch [54][960/999] lr: 5.388e-01, eta: 2 days, 8:43:25, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5290, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.0204 2020-10-04 08:54:27,653 - mmaction - INFO - Epoch [54][980/999] lr: 5.388e-01, eta: 2 days, 8:43:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5031, loss_cls: 3.5277, loss: 3.5277, grad_norm: 1.0248 2020-10-04 08:55:37,192 - mmaction - INFO - Epoch [55][20/999] lr: 5.365e-01, eta: 2 days, 8:43:06, time: 2.525, data_time: 1.341, memory: 8478, top1_acc: 0.2805, top5_acc: 0.5339, loss_cls: 3.4368, loss: 3.4368, grad_norm: 1.0202 2020-10-04 08:55:56,939 - mmaction - INFO - Epoch [55][40/999] lr: 5.365e-01, eta: 2 days, 8:42:44, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5277, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.0254 2020-10-04 08:56:16,779 - mmaction - INFO - Epoch [55][60/999] lr: 5.365e-01, eta: 2 days, 8:42:22, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5243, loss_cls: 3.4646, loss: 3.4646, grad_norm: 1.0167 2020-10-04 08:56:36,684 - mmaction - INFO - Epoch [55][80/999] lr: 5.365e-01, eta: 2 days, 8:42:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2802, top5_acc: 0.5219, loss_cls: 3.4450, loss: 3.4450, grad_norm: 1.0142 2020-10-04 08:56:56,468 - mmaction - INFO - Epoch [55][100/999] lr: 5.365e-01, eta: 2 days, 8:41:39, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5251, loss_cls: 3.4179, loss: 3.4179, grad_norm: 1.0263 2020-10-04 08:57:16,433 - mmaction - INFO - Epoch [55][120/999] lr: 5.365e-01, eta: 2 days, 8:41:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5189, loss_cls: 3.4816, loss: 3.4816, grad_norm: 0.9884 2020-10-04 08:57:36,382 - mmaction - INFO - Epoch [55][140/999] lr: 5.365e-01, eta: 2 days, 8:40:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2802, top5_acc: 0.5250, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.0305 2020-10-04 08:57:56,294 - mmaction - INFO - Epoch [55][160/999] lr: 5.365e-01, eta: 2 days, 8:40:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2715, top5_acc: 0.5109, loss_cls: 3.4719, loss: 3.4719, grad_norm: 1.0151 2020-10-04 08:58:16,256 - mmaction - INFO - Epoch [55][180/999] lr: 5.365e-01, eta: 2 days, 8:40:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5243, loss_cls: 3.4346, loss: 3.4346, grad_norm: 1.0097 2020-10-04 08:58:36,176 - mmaction - INFO - Epoch [55][200/999] lr: 5.365e-01, eta: 2 days, 8:39:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5259, loss_cls: 3.4496, loss: 3.4496, grad_norm: 1.0271 2020-10-04 08:58:56,121 - mmaction - INFO - Epoch [55][220/999] lr: 5.365e-01, eta: 2 days, 8:39:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5189, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.0208 2020-10-04 08:59:15,985 - mmaction - INFO - Epoch [55][240/999] lr: 5.365e-01, eta: 2 days, 8:39:09, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2732, top5_acc: 0.5245, loss_cls: 3.4651, loss: 3.4651, grad_norm: 1.0282 2020-10-04 08:59:35,998 - mmaction - INFO - Epoch [55][260/999] lr: 5.365e-01, eta: 2 days, 8:38:48, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5193, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.0065 2020-10-04 08:59:55,996 - mmaction - INFO - Epoch [55][280/999] lr: 5.365e-01, eta: 2 days, 8:38:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5266, loss_cls: 3.4506, loss: 3.4506, grad_norm: 1.0194 2020-10-04 09:00:17,896 - mmaction - INFO - Epoch [55][300/999] lr: 5.365e-01, eta: 2 days, 8:38:13, time: 1.096, data_time: 0.003, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.4254, loss: 3.4254, grad_norm: 1.0269 2020-10-04 09:00:37,882 - mmaction - INFO - Epoch [55][320/999] lr: 5.365e-01, eta: 2 days, 8:37:52, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5247, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.0228 2020-10-04 09:00:57,805 - mmaction - INFO - Epoch [55][340/999] lr: 5.365e-01, eta: 2 days, 8:37:30, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5324, loss_cls: 3.4094, loss: 3.4094, grad_norm: 1.0123 2020-10-04 09:01:17,554 - mmaction - INFO - Epoch [55][360/999] lr: 5.365e-01, eta: 2 days, 8:37:08, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5223, loss_cls: 3.4348, loss: 3.4348, grad_norm: 1.0268 2020-10-04 09:01:37,540 - mmaction - INFO - Epoch [55][380/999] lr: 5.365e-01, eta: 2 days, 8:36:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5242, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.0294 2020-10-04 09:01:57,603 - mmaction - INFO - Epoch [55][400/999] lr: 5.365e-01, eta: 2 days, 8:36:26, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5260, loss_cls: 3.4456, loss: 3.4456, grad_norm: 1.0203 2020-10-04 09:02:17,499 - mmaction - INFO - Epoch [55][420/999] lr: 5.365e-01, eta: 2 days, 8:36:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5340, loss_cls: 3.3995, loss: 3.3995, grad_norm: 1.0161 2020-10-04 09:02:37,363 - mmaction - INFO - Epoch [55][440/999] lr: 5.365e-01, eta: 2 days, 8:35:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2758, top5_acc: 0.5172, loss_cls: 3.5025, loss: 3.5025, grad_norm: 1.0461 2020-10-04 09:02:57,268 - mmaction - INFO - Epoch [55][460/999] lr: 5.365e-01, eta: 2 days, 8:35:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5107, loss_cls: 3.5005, loss: 3.5005, grad_norm: 1.0207 2020-10-04 09:03:17,191 - mmaction - INFO - Epoch [55][480/999] lr: 5.365e-01, eta: 2 days, 8:35:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5169, loss_cls: 3.4921, loss: 3.4921, grad_norm: 1.0100 2020-10-04 09:03:37,113 - mmaction - INFO - Epoch [55][500/999] lr: 5.365e-01, eta: 2 days, 8:34:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5270, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.0171 2020-10-04 09:03:57,031 - mmaction - INFO - Epoch [55][520/999] lr: 5.365e-01, eta: 2 days, 8:34:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5247, loss_cls: 3.4716, loss: 3.4716, grad_norm: 1.0320 2020-10-04 09:04:16,906 - mmaction - INFO - Epoch [55][540/999] lr: 5.365e-01, eta: 2 days, 8:33:56, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5180, loss_cls: 3.4792, loss: 3.4792, grad_norm: 1.0136 2020-10-04 09:04:36,873 - mmaction - INFO - Epoch [55][560/999] lr: 5.365e-01, eta: 2 days, 8:33:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5169, loss_cls: 3.4651, loss: 3.4651, grad_norm: 1.0045 2020-10-04 09:04:56,911 - mmaction - INFO - Epoch [55][580/999] lr: 5.365e-01, eta: 2 days, 8:33:14, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5201, loss_cls: 3.4538, loss: 3.4538, grad_norm: 1.0145 2020-10-04 09:05:16,902 - mmaction - INFO - Epoch [55][600/999] lr: 5.365e-01, eta: 2 days, 8:32:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2861, top5_acc: 0.5187, loss_cls: 3.4443, loss: 3.4443, grad_norm: 1.0073 2020-10-04 09:05:36,764 - mmaction - INFO - Epoch [55][620/999] lr: 5.365e-01, eta: 2 days, 8:32:31, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2725, top5_acc: 0.5217, loss_cls: 3.4863, loss: 3.4863, grad_norm: 1.0152 2020-10-04 09:05:56,760 - mmaction - INFO - Epoch [55][640/999] lr: 5.365e-01, eta: 2 days, 8:32:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2724, top5_acc: 0.5132, loss_cls: 3.5102, loss: 3.5102, grad_norm: 1.0270 2020-10-04 09:06:16,735 - mmaction - INFO - Epoch [55][660/999] lr: 5.365e-01, eta: 2 days, 8:31:49, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5354, loss_cls: 3.4036, loss: 3.4036, grad_norm: 1.0239 2020-10-04 09:06:36,678 - mmaction - INFO - Epoch [55][680/999] lr: 5.365e-01, eta: 2 days, 8:31:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5190, loss_cls: 3.4566, loss: 3.4566, grad_norm: 1.0246 2020-10-04 09:06:56,643 - mmaction - INFO - Epoch [55][700/999] lr: 5.365e-01, eta: 2 days, 8:31:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5233, loss_cls: 3.4622, loss: 3.4622, grad_norm: 1.0108 2020-10-04 09:07:16,531 - mmaction - INFO - Epoch [55][720/999] lr: 5.365e-01, eta: 2 days, 8:30:44, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5243, loss_cls: 3.4601, loss: 3.4601, grad_norm: 1.0172 2020-10-04 09:07:36,476 - mmaction - INFO - Epoch [55][740/999] lr: 5.365e-01, eta: 2 days, 8:30:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5264, loss_cls: 3.4433, loss: 3.4433, grad_norm: 1.0214 2020-10-04 09:07:56,348 - mmaction - INFO - Epoch [55][760/999] lr: 5.365e-01, eta: 2 days, 8:30:02, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5176, loss_cls: 3.4954, loss: 3.4954, grad_norm: 1.0240 2020-10-04 09:08:16,263 - mmaction - INFO - Epoch [55][780/999] lr: 5.365e-01, eta: 2 days, 8:29:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5219, loss_cls: 3.4256, loss: 3.4256, grad_norm: 1.0103 2020-10-04 09:08:36,191 - mmaction - INFO - Epoch [55][800/999] lr: 5.365e-01, eta: 2 days, 8:29:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5184, loss_cls: 3.4799, loss: 3.4799, grad_norm: 1.0187 2020-10-04 09:08:55,945 - mmaction - INFO - Epoch [55][820/999] lr: 5.365e-01, eta: 2 days, 8:28:57, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2746, top5_acc: 0.5220, loss_cls: 3.4791, loss: 3.4791, grad_norm: 1.0103 2020-10-04 09:09:15,818 - mmaction - INFO - Epoch [55][840/999] lr: 5.365e-01, eta: 2 days, 8:28:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2706, top5_acc: 0.5242, loss_cls: 3.4800, loss: 3.4800, grad_norm: 1.0159 2020-10-04 09:09:35,707 - mmaction - INFO - Epoch [55][860/999] lr: 5.365e-01, eta: 2 days, 8:28:14, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5176, loss_cls: 3.4749, loss: 3.4749, grad_norm: 1.0161 2020-10-04 09:09:55,701 - mmaction - INFO - Epoch [55][880/999] lr: 5.365e-01, eta: 2 days, 8:27:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5212, loss_cls: 3.4469, loss: 3.4469, grad_norm: 1.0150 2020-10-04 09:10:15,547 - mmaction - INFO - Epoch [55][900/999] lr: 5.365e-01, eta: 2 days, 8:27:31, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2688, top5_acc: 0.5086, loss_cls: 3.5327, loss: 3.5327, grad_norm: 1.0231 2020-10-04 09:10:35,497 - mmaction - INFO - Epoch [55][920/999] lr: 5.365e-01, eta: 2 days, 8:27:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2740, top5_acc: 0.5138, loss_cls: 3.4962, loss: 3.4962, grad_norm: 1.0070 2020-10-04 09:10:55,477 - mmaction - INFO - Epoch [55][940/999] lr: 5.365e-01, eta: 2 days, 8:26:48, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5263, loss_cls: 3.4545, loss: 3.4545, grad_norm: 1.0216 2020-10-04 09:11:15,392 - mmaction - INFO - Epoch [55][960/999] lr: 5.365e-01, eta: 2 days, 8:26:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5185, loss_cls: 3.4614, loss: 3.4614, grad_norm: 1.0277 2020-10-04 09:11:35,331 - mmaction - INFO - Epoch [55][980/999] lr: 5.365e-01, eta: 2 days, 8:26:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5184, loss_cls: 3.4661, loss: 3.4661, grad_norm: 1.0279 2020-10-04 09:12:49,362 - mmaction - INFO - Epoch [56][20/999] lr: 5.342e-01, eta: 2 days, 8:26:18, time: 2.677, data_time: 1.587, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5342, loss_cls: 3.4240, loss: 3.4240, grad_norm: 0.9952 2020-10-04 09:13:09,112 - mmaction - INFO - Epoch [56][40/999] lr: 5.342e-01, eta: 2 days, 8:25:56, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5161, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.0293 2020-10-04 09:13:28,948 - mmaction - INFO - Epoch [56][60/999] lr: 5.342e-01, eta: 2 days, 8:25:34, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5223, loss_cls: 3.4473, loss: 3.4473, grad_norm: 1.0219 2020-10-04 09:13:48,845 - mmaction - INFO - Epoch [56][80/999] lr: 5.342e-01, eta: 2 days, 8:25:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5208, loss_cls: 3.4521, loss: 3.4521, grad_norm: 1.0098 2020-10-04 09:14:08,826 - mmaction - INFO - Epoch [56][100/999] lr: 5.342e-01, eta: 2 days, 8:24:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5327, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.0175 2020-10-04 09:14:28,750 - mmaction - INFO - Epoch [56][120/999] lr: 5.342e-01, eta: 2 days, 8:24:30, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2845, top5_acc: 0.5197, loss_cls: 3.4618, loss: 3.4618, grad_norm: 1.0268 2020-10-04 09:14:48,655 - mmaction - INFO - Epoch [56][140/999] lr: 5.342e-01, eta: 2 days, 8:24:09, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5186, loss_cls: 3.4708, loss: 3.4708, grad_norm: 1.0132 2020-10-04 09:15:08,576 - mmaction - INFO - Epoch [56][160/999] lr: 5.342e-01, eta: 2 days, 8:23:47, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5225, loss_cls: 3.4566, loss: 3.4566, grad_norm: 1.0303 2020-10-04 09:15:28,517 - mmaction - INFO - Epoch [56][180/999] lr: 5.342e-01, eta: 2 days, 8:23:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2733, top5_acc: 0.5197, loss_cls: 3.4611, loss: 3.4611, grad_norm: 1.0113 2020-10-04 09:15:48,567 - mmaction - INFO - Epoch [56][200/999] lr: 5.342e-01, eta: 2 days, 8:23:05, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2924, top5_acc: 0.5333, loss_cls: 3.3976, loss: 3.3976, grad_norm: 1.0077 2020-10-04 09:16:08,534 - mmaction - INFO - Epoch [56][220/999] lr: 5.342e-01, eta: 2 days, 8:22:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5357, loss_cls: 3.4220, loss: 3.4220, grad_norm: 1.0219 2020-10-04 09:16:28,541 - mmaction - INFO - Epoch [56][240/999] lr: 5.342e-01, eta: 2 days, 8:22:23, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5253, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.0192 2020-10-04 09:16:48,487 - mmaction - INFO - Epoch [56][260/999] lr: 5.342e-01, eta: 2 days, 8:22:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5270, loss_cls: 3.4682, loss: 3.4682, grad_norm: 1.0239 2020-10-04 09:17:08,379 - mmaction - INFO - Epoch [56][280/999] lr: 5.342e-01, eta: 2 days, 8:21:40, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2727, top5_acc: 0.5184, loss_cls: 3.4739, loss: 3.4739, grad_norm: 1.0243 2020-10-04 09:17:28,285 - mmaction - INFO - Epoch [56][300/999] lr: 5.342e-01, eta: 2 days, 8:21:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2738, top5_acc: 0.5187, loss_cls: 3.4806, loss: 3.4806, grad_norm: 1.0153 2020-10-04 09:17:48,213 - mmaction - INFO - Epoch [56][320/999] lr: 5.342e-01, eta: 2 days, 8:20:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5105, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.0203 2020-10-04 09:18:08,103 - mmaction - INFO - Epoch [56][340/999] lr: 5.342e-01, eta: 2 days, 8:20:36, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5271, loss_cls: 3.4139, loss: 3.4139, grad_norm: 1.0134 2020-10-04 09:18:27,984 - mmaction - INFO - Epoch [56][360/999] lr: 5.342e-01, eta: 2 days, 8:20:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5230, loss_cls: 3.4377, loss: 3.4377, grad_norm: 1.0182 2020-10-04 09:18:47,948 - mmaction - INFO - Epoch [56][380/999] lr: 5.342e-01, eta: 2 days, 8:19:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5227, loss_cls: 3.4588, loss: 3.4588, grad_norm: 1.0190 2020-10-04 09:19:07,932 - mmaction - INFO - Epoch [56][400/999] lr: 5.342e-01, eta: 2 days, 8:19:32, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5198, loss_cls: 3.4629, loss: 3.4629, grad_norm: 0.9996 2020-10-04 09:19:27,817 - mmaction - INFO - Epoch [56][420/999] lr: 5.342e-01, eta: 2 days, 8:19:10, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5185, loss_cls: 3.4828, loss: 3.4828, grad_norm: 1.0281 2020-10-04 09:19:47,743 - mmaction - INFO - Epoch [56][440/999] lr: 5.342e-01, eta: 2 days, 8:18:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5280, loss_cls: 3.4297, loss: 3.4297, grad_norm: 1.0251 2020-10-04 09:20:07,680 - mmaction - INFO - Epoch [56][460/999] lr: 5.342e-01, eta: 2 days, 8:18:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5215, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.0077 2020-10-04 09:20:27,619 - mmaction - INFO - Epoch [56][480/999] lr: 5.342e-01, eta: 2 days, 8:18:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5285, loss_cls: 3.4409, loss: 3.4409, grad_norm: 1.0386 2020-10-04 09:20:47,572 - mmaction - INFO - Epoch [56][500/999] lr: 5.342e-01, eta: 2 days, 8:17:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5259, loss_cls: 3.4570, loss: 3.4570, grad_norm: 1.0114 2020-10-04 09:21:07,410 - mmaction - INFO - Epoch [56][520/999] lr: 5.342e-01, eta: 2 days, 8:17:23, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5139, loss_cls: 3.4689, loss: 3.4689, grad_norm: 1.0273 2020-10-04 09:21:27,350 - mmaction - INFO - Epoch [56][540/999] lr: 5.342e-01, eta: 2 days, 8:17:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5210, loss_cls: 3.4782, loss: 3.4782, grad_norm: 1.0193 2020-10-04 09:21:47,332 - mmaction - INFO - Epoch [56][560/999] lr: 5.342e-01, eta: 2 days, 8:16:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5211, loss_cls: 3.4696, loss: 3.4696, grad_norm: 1.0178 2020-10-04 09:22:07,307 - mmaction - INFO - Epoch [56][580/999] lr: 5.342e-01, eta: 2 days, 8:16:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5232, loss_cls: 3.4563, loss: 3.4563, grad_norm: 1.0441 2020-10-04 09:22:27,299 - mmaction - INFO - Epoch [56][600/999] lr: 5.342e-01, eta: 2 days, 8:15:58, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2711, top5_acc: 0.5178, loss_cls: 3.4972, loss: 3.4972, grad_norm: 1.0198 2020-10-04 09:22:47,276 - mmaction - INFO - Epoch [56][620/999] lr: 5.342e-01, eta: 2 days, 8:15:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5220, loss_cls: 3.4497, loss: 3.4497, grad_norm: 1.0215 2020-10-04 09:23:07,222 - mmaction - INFO - Epoch [56][640/999] lr: 5.342e-01, eta: 2 days, 8:15:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5243, loss_cls: 3.4425, loss: 3.4425, grad_norm: 1.0092 2020-10-04 09:23:27,213 - mmaction - INFO - Epoch [56][660/999] lr: 5.342e-01, eta: 2 days, 8:14:55, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5139, loss_cls: 3.4963, loss: 3.4963, grad_norm: 1.0095 2020-10-04 09:23:47,129 - mmaction - INFO - Epoch [56][680/999] lr: 5.342e-01, eta: 2 days, 8:14:34, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5281, loss_cls: 3.4204, loss: 3.4204, grad_norm: 1.0215 2020-10-04 09:24:07,057 - mmaction - INFO - Epoch [56][700/999] lr: 5.342e-01, eta: 2 days, 8:14:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5249, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.0187 2020-10-04 09:24:26,955 - mmaction - INFO - Epoch [56][720/999] lr: 5.342e-01, eta: 2 days, 8:13:51, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5232, loss_cls: 3.4718, loss: 3.4718, grad_norm: 1.0172 2020-10-04 09:24:46,824 - mmaction - INFO - Epoch [56][740/999] lr: 5.342e-01, eta: 2 days, 8:13:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5181, loss_cls: 3.4871, loss: 3.4871, grad_norm: 1.0198 2020-10-04 09:25:06,684 - mmaction - INFO - Epoch [56][760/999] lr: 5.342e-01, eta: 2 days, 8:13:08, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5207, loss_cls: 3.4545, loss: 3.4545, grad_norm: 1.0211 2020-10-04 09:25:26,623 - mmaction - INFO - Epoch [56][780/999] lr: 5.342e-01, eta: 2 days, 8:12:46, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2906, top5_acc: 0.5315, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.0108 2020-10-04 09:25:46,551 - mmaction - INFO - Epoch [56][800/999] lr: 5.342e-01, eta: 2 days, 8:12:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5177, loss_cls: 3.4826, loss: 3.4826, grad_norm: 1.0266 2020-10-04 09:26:06,461 - mmaction - INFO - Epoch [56][820/999] lr: 5.342e-01, eta: 2 days, 8:12:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5212, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.0200 2020-10-04 09:26:26,405 - mmaction - INFO - Epoch [56][840/999] lr: 5.342e-01, eta: 2 days, 8:11:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5290, loss_cls: 3.4403, loss: 3.4403, grad_norm: 1.0135 2020-10-04 09:26:46,358 - mmaction - INFO - Epoch [56][860/999] lr: 5.342e-01, eta: 2 days, 8:11:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5237, loss_cls: 3.4405, loss: 3.4405, grad_norm: 1.0060 2020-10-04 09:27:06,230 - mmaction - INFO - Epoch [56][880/999] lr: 5.342e-01, eta: 2 days, 8:11:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2785, top5_acc: 0.5207, loss_cls: 3.4839, loss: 3.4839, grad_norm: 1.0257 2020-10-04 09:27:26,157 - mmaction - INFO - Epoch [56][900/999] lr: 5.342e-01, eta: 2 days, 8:10:38, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5214, loss_cls: 3.4781, loss: 3.4781, grad_norm: 0.9958 2020-10-04 09:27:46,109 - mmaction - INFO - Epoch [56][920/999] lr: 5.342e-01, eta: 2 days, 8:10:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5234, loss_cls: 3.4376, loss: 3.4376, grad_norm: 1.0112 2020-10-04 09:28:05,922 - mmaction - INFO - Epoch [56][940/999] lr: 5.342e-01, eta: 2 days, 8:09:55, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5306, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.0277 2020-10-04 09:28:25,926 - mmaction - INFO - Epoch [56][960/999] lr: 5.342e-01, eta: 2 days, 8:09:34, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2842, top5_acc: 0.5264, loss_cls: 3.4223, loss: 3.4223, grad_norm: 1.0226 2020-10-04 09:28:45,785 - mmaction - INFO - Epoch [56][980/999] lr: 5.342e-01, eta: 2 days, 8:09:13, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2717, top5_acc: 0.5220, loss_cls: 3.4574, loss: 3.4574, grad_norm: 1.0270 2020-10-04 09:29:04,949 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-10-04 09:30:19,589 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 09:30:21,204 - mmaction - INFO - top1_acc 0.3485 top5_acc 0.6193 2020-10-04 09:30:21,205 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 09:30:21,297 - mmaction - INFO - mean_acc 0.3466 2020-10-04 09:30:21,297 - mmaction - INFO - Now best checkpoint is epoch_56.pth 2020-10-04 09:30:21,318 - mmaction - INFO - Epoch(val) [56][999] top1_acc: 0.3485, top5_acc: 0.6193, mean_class_accuracy: 0.3466 2020-10-04 09:31:07,934 - mmaction - INFO - Epoch [57][20/999] lr: 5.319e-01, eta: 2 days, 8:08:59, time: 2.330, data_time: 1.262, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5296, loss_cls: 3.4189, loss: 3.4189, grad_norm: 1.0202 2020-10-04 09:31:27,600 - mmaction - INFO - Epoch [57][40/999] lr: 5.319e-01, eta: 2 days, 8:08:36, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5319, loss_cls: 3.4101, loss: 3.4101, grad_norm: 1.0336 2020-10-04 09:31:47,325 - mmaction - INFO - Epoch [57][60/999] lr: 5.319e-01, eta: 2 days, 8:08:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.4405, loss: 3.4405, grad_norm: 1.0173 2020-10-04 09:32:07,143 - mmaction - INFO - Epoch [57][80/999] lr: 5.319e-01, eta: 2 days, 8:07:53, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5391, loss_cls: 3.4006, loss: 3.4006, grad_norm: 1.0289 2020-10-04 09:32:27,063 - mmaction - INFO - Epoch [57][100/999] lr: 5.319e-01, eta: 2 days, 8:07:31, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5227, loss_cls: 3.4523, loss: 3.4523, grad_norm: 1.0260 2020-10-04 09:32:46,990 - mmaction - INFO - Epoch [57][120/999] lr: 5.319e-01, eta: 2 days, 8:07:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5311, loss_cls: 3.4169, loss: 3.4169, grad_norm: 1.0257 2020-10-04 09:33:06,926 - mmaction - INFO - Epoch [57][140/999] lr: 5.319e-01, eta: 2 days, 8:06:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5337, loss_cls: 3.3944, loss: 3.3944, grad_norm: 1.0172 2020-10-04 09:33:26,866 - mmaction - INFO - Epoch [57][160/999] lr: 5.319e-01, eta: 2 days, 8:06:27, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5178, loss_cls: 3.4367, loss: 3.4367, grad_norm: 1.0183 2020-10-04 09:33:46,750 - mmaction - INFO - Epoch [57][180/999] lr: 5.319e-01, eta: 2 days, 8:06:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5277, loss_cls: 3.4419, loss: 3.4419, grad_norm: 1.0212 2020-10-04 09:34:06,667 - mmaction - INFO - Epoch [57][200/999] lr: 5.319e-01, eta: 2 days, 8:05:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5217, loss_cls: 3.4381, loss: 3.4381, grad_norm: 1.0288 2020-10-04 09:34:26,659 - mmaction - INFO - Epoch [57][220/999] lr: 5.319e-01, eta: 2 days, 8:05:23, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5400, loss_cls: 3.4030, loss: 3.4030, grad_norm: 1.0277 2020-10-04 09:34:46,514 - mmaction - INFO - Epoch [57][240/999] lr: 5.319e-01, eta: 2 days, 8:05:02, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5234, loss_cls: 3.4525, loss: 3.4525, grad_norm: 1.0220 2020-10-04 09:35:06,545 - mmaction - INFO - Epoch [57][260/999] lr: 5.319e-01, eta: 2 days, 8:04:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2720, top5_acc: 0.5236, loss_cls: 3.4573, loss: 3.4573, grad_norm: 1.0200 2020-10-04 09:35:26,426 - mmaction - INFO - Epoch [57][280/999] lr: 5.319e-01, eta: 2 days, 8:04:19, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2880, top5_acc: 0.5306, loss_cls: 3.4036, loss: 3.4036, grad_norm: 1.0304 2020-10-04 09:35:46,280 - mmaction - INFO - Epoch [57][300/999] lr: 5.319e-01, eta: 2 days, 8:03:58, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2807, top5_acc: 0.5204, loss_cls: 3.4610, loss: 3.4610, grad_norm: 1.0183 2020-10-04 09:36:06,255 - mmaction - INFO - Epoch [57][320/999] lr: 5.319e-01, eta: 2 days, 8:03:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5327, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.0106 2020-10-04 09:36:26,138 - mmaction - INFO - Epoch [57][340/999] lr: 5.319e-01, eta: 2 days, 8:03:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5237, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.0317 2020-10-04 09:36:46,091 - mmaction - INFO - Epoch [57][360/999] lr: 5.319e-01, eta: 2 days, 8:02:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5178, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.0348 2020-10-04 09:37:05,991 - mmaction - INFO - Epoch [57][380/999] lr: 5.319e-01, eta: 2 days, 8:02:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5318, loss_cls: 3.4298, loss: 3.4298, grad_norm: 1.0170 2020-10-04 09:37:25,916 - mmaction - INFO - Epoch [57][400/999] lr: 5.319e-01, eta: 2 days, 8:02:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5178, loss_cls: 3.4645, loss: 3.4645, grad_norm: 1.0275 2020-10-04 09:37:45,971 - mmaction - INFO - Epoch [57][420/999] lr: 5.319e-01, eta: 2 days, 8:01:50, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2822, top5_acc: 0.5286, loss_cls: 3.4381, loss: 3.4381, grad_norm: 1.0298 2020-10-04 09:38:05,879 - mmaction - INFO - Epoch [57][440/999] lr: 5.319e-01, eta: 2 days, 8:01:29, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2716, top5_acc: 0.5150, loss_cls: 3.5063, loss: 3.5063, grad_norm: 1.0251 2020-10-04 09:38:25,801 - mmaction - INFO - Epoch [57][460/999] lr: 5.319e-01, eta: 2 days, 8:01:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2779, top5_acc: 0.5243, loss_cls: 3.4524, loss: 3.4524, grad_norm: 1.0315 2020-10-04 09:38:45,664 - mmaction - INFO - Epoch [57][480/999] lr: 5.319e-01, eta: 2 days, 8:00:46, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5154, loss_cls: 3.4797, loss: 3.4797, grad_norm: 1.0362 2020-10-04 09:39:05,647 - mmaction - INFO - Epoch [57][500/999] lr: 5.319e-01, eta: 2 days, 8:00:25, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5251, loss_cls: 3.4409, loss: 3.4409, grad_norm: 1.0166 2020-10-04 09:39:25,549 - mmaction - INFO - Epoch [57][520/999] lr: 5.319e-01, eta: 2 days, 8:00:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5241, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.0177 2020-10-04 09:39:45,471 - mmaction - INFO - Epoch [57][540/999] lr: 5.319e-01, eta: 2 days, 7:59:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5315, loss_cls: 3.4114, loss: 3.4114, grad_norm: 1.0368 2020-10-04 09:40:05,357 - mmaction - INFO - Epoch [57][560/999] lr: 5.319e-01, eta: 2 days, 7:59:21, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2684, top5_acc: 0.5206, loss_cls: 3.4752, loss: 3.4752, grad_norm: 1.0240 2020-10-04 09:40:25,369 - mmaction - INFO - Epoch [57][580/999] lr: 5.319e-01, eta: 2 days, 7:59:00, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5201, loss_cls: 3.4420, loss: 3.4420, grad_norm: 1.0120 2020-10-04 09:40:45,331 - mmaction - INFO - Epoch [57][600/999] lr: 5.319e-01, eta: 2 days, 7:58:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5161, loss_cls: 3.4805, loss: 3.4805, grad_norm: 1.0279 2020-10-04 09:41:05,236 - mmaction - INFO - Epoch [57][620/999] lr: 5.319e-01, eta: 2 days, 7:58:17, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5161, loss_cls: 3.4671, loss: 3.4671, grad_norm: 1.0217 2020-10-04 09:41:25,143 - mmaction - INFO - Epoch [57][640/999] lr: 5.319e-01, eta: 2 days, 7:57:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5395, loss_cls: 3.3891, loss: 3.3891, grad_norm: 1.0269 2020-10-04 09:41:45,111 - mmaction - INFO - Epoch [57][660/999] lr: 5.319e-01, eta: 2 days, 7:57:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5234, loss_cls: 3.4589, loss: 3.4589, grad_norm: 1.0275 2020-10-04 09:42:05,066 - mmaction - INFO - Epoch [57][680/999] lr: 5.319e-01, eta: 2 days, 7:57:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2812, top5_acc: 0.5198, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.0266 2020-10-04 09:42:24,995 - mmaction - INFO - Epoch [57][700/999] lr: 5.319e-01, eta: 2 days, 7:56:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5146, loss_cls: 3.4843, loss: 3.4843, grad_norm: 1.0243 2020-10-04 09:42:44,880 - mmaction - INFO - Epoch [57][720/999] lr: 5.319e-01, eta: 2 days, 7:56:31, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5211, loss_cls: 3.4717, loss: 3.4717, grad_norm: 1.0215 2020-10-04 09:43:04,856 - mmaction - INFO - Epoch [57][740/999] lr: 5.319e-01, eta: 2 days, 7:56:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5198, loss_cls: 3.4491, loss: 3.4491, grad_norm: 1.0256 2020-10-04 09:43:24,624 - mmaction - INFO - Epoch [57][760/999] lr: 5.319e-01, eta: 2 days, 7:55:48, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5288, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.0207 2020-10-04 09:43:44,585 - mmaction - INFO - Epoch [57][780/999] lr: 5.319e-01, eta: 2 days, 7:55:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5194, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.0342 2020-10-04 09:44:04,544 - mmaction - INFO - Epoch [57][800/999] lr: 5.319e-01, eta: 2 days, 7:55:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5225, loss_cls: 3.4270, loss: 3.4270, grad_norm: 1.0002 2020-10-04 09:44:24,364 - mmaction - INFO - Epoch [57][820/999] lr: 5.319e-01, eta: 2 days, 7:54:43, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5335, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.0181 2020-10-04 09:44:44,250 - mmaction - INFO - Epoch [57][840/999] lr: 5.319e-01, eta: 2 days, 7:54:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5299, loss_cls: 3.4401, loss: 3.4401, grad_norm: 1.0212 2020-10-04 09:45:04,156 - mmaction - INFO - Epoch [57][860/999] lr: 5.319e-01, eta: 2 days, 7:54:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5143, loss_cls: 3.5009, loss: 3.5009, grad_norm: 1.0221 2020-10-04 09:45:23,948 - mmaction - INFO - Epoch [57][880/999] lr: 5.319e-01, eta: 2 days, 7:53:39, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5249, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.0363 2020-10-04 09:45:43,892 - mmaction - INFO - Epoch [57][900/999] lr: 5.319e-01, eta: 2 days, 7:53:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5152, loss_cls: 3.4927, loss: 3.4927, grad_norm: 0.9953 2020-10-04 09:46:03,746 - mmaction - INFO - Epoch [57][920/999] lr: 5.319e-01, eta: 2 days, 7:52:56, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2766, top5_acc: 0.5207, loss_cls: 3.4676, loss: 3.4676, grad_norm: 1.0241 2020-10-04 09:46:23,738 - mmaction - INFO - Epoch [57][940/999] lr: 5.319e-01, eta: 2 days, 7:52:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5202, loss_cls: 3.4651, loss: 3.4651, grad_norm: 1.0210 2020-10-04 09:46:43,574 - mmaction - INFO - Epoch [57][960/999] lr: 5.319e-01, eta: 2 days, 7:52:13, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5299, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.0128 2020-10-04 09:47:03,484 - mmaction - INFO - Epoch [57][980/999] lr: 5.319e-01, eta: 2 days, 7:51:52, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5178, loss_cls: 3.4762, loss: 3.4762, grad_norm: 1.0090 2020-10-04 09:48:12,939 - mmaction - INFO - Epoch [58][20/999] lr: 5.296e-01, eta: 2 days, 7:51:50, time: 2.513, data_time: 1.489, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5253, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.0125 2020-10-04 09:48:32,669 - mmaction - INFO - Epoch [58][40/999] lr: 5.296e-01, eta: 2 days, 7:51:28, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5249, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.0367 2020-10-04 09:48:52,433 - mmaction - INFO - Epoch [58][60/999] lr: 5.296e-01, eta: 2 days, 7:51:06, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5290, loss_cls: 3.4419, loss: 3.4419, grad_norm: 1.0428 2020-10-04 09:49:12,316 - mmaction - INFO - Epoch [58][80/999] lr: 5.296e-01, eta: 2 days, 7:50:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5275, loss_cls: 3.4216, loss: 3.4216, grad_norm: 1.0170 2020-10-04 09:49:32,332 - mmaction - INFO - Epoch [58][100/999] lr: 5.296e-01, eta: 2 days, 7:50:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5230, loss_cls: 3.4258, loss: 3.4258, grad_norm: 1.0262 2020-10-04 09:49:52,244 - mmaction - INFO - Epoch [58][120/999] lr: 5.296e-01, eta: 2 days, 7:50:03, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5250, loss_cls: 3.4313, loss: 3.4313, grad_norm: 1.0193 2020-10-04 09:50:12,169 - mmaction - INFO - Epoch [58][140/999] lr: 5.296e-01, eta: 2 days, 7:49:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2911, top5_acc: 0.5259, loss_cls: 3.4175, loss: 3.4175, grad_norm: 1.0235 2020-10-04 09:50:32,137 - mmaction - INFO - Epoch [58][160/999] lr: 5.296e-01, eta: 2 days, 7:49:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5180, loss_cls: 3.4678, loss: 3.4678, grad_norm: 1.0118 2020-10-04 09:50:51,944 - mmaction - INFO - Epoch [58][180/999] lr: 5.296e-01, eta: 2 days, 7:48:58, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5257, loss_cls: 3.4527, loss: 3.4527, grad_norm: 1.0186 2020-10-04 09:51:11,848 - mmaction - INFO - Epoch [58][200/999] lr: 5.296e-01, eta: 2 days, 7:48:37, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5245, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.0398 2020-10-04 09:51:31,786 - mmaction - INFO - Epoch [58][220/999] lr: 5.296e-01, eta: 2 days, 7:48:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2805, top5_acc: 0.5302, loss_cls: 3.4109, loss: 3.4109, grad_norm: 1.0285 2020-10-04 09:51:51,765 - mmaction - INFO - Epoch [58][240/999] lr: 5.296e-01, eta: 2 days, 7:47:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5267, loss_cls: 3.4183, loss: 3.4183, grad_norm: 1.0227 2020-10-04 09:52:11,642 - mmaction - INFO - Epoch [58][260/999] lr: 5.296e-01, eta: 2 days, 7:47:33, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5267, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.0214 2020-10-04 09:52:31,578 - mmaction - INFO - Epoch [58][280/999] lr: 5.296e-01, eta: 2 days, 7:47:12, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2671, top5_acc: 0.5176, loss_cls: 3.4928, loss: 3.4928, grad_norm: 1.0488 2020-10-04 09:52:51,497 - mmaction - INFO - Epoch [58][300/999] lr: 5.296e-01, eta: 2 days, 7:46:51, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5214, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.0348 2020-10-04 09:53:11,399 - mmaction - INFO - Epoch [58][320/999] lr: 5.296e-01, eta: 2 days, 7:46:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5212, loss_cls: 3.4640, loss: 3.4640, grad_norm: 1.0320 2020-10-04 09:53:31,228 - mmaction - INFO - Epoch [58][340/999] lr: 5.296e-01, eta: 2 days, 7:46:08, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5293, loss_cls: 3.4389, loss: 3.4389, grad_norm: 1.0200 2020-10-04 09:53:51,093 - mmaction - INFO - Epoch [58][360/999] lr: 5.296e-01, eta: 2 days, 7:45:46, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5310, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.0124 2020-10-04 09:54:10,984 - mmaction - INFO - Epoch [58][380/999] lr: 5.296e-01, eta: 2 days, 7:45:25, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5353, loss_cls: 3.3787, loss: 3.3787, grad_norm: 1.0279 2020-10-04 09:54:30,926 - mmaction - INFO - Epoch [58][400/999] lr: 5.296e-01, eta: 2 days, 7:45:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5264, loss_cls: 3.4341, loss: 3.4341, grad_norm: 1.0244 2020-10-04 09:54:50,749 - mmaction - INFO - Epoch [58][420/999] lr: 5.296e-01, eta: 2 days, 7:44:42, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5194, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.0240 2020-10-04 09:55:10,694 - mmaction - INFO - Epoch [58][440/999] lr: 5.296e-01, eta: 2 days, 7:44:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5124, loss_cls: 3.4968, loss: 3.4968, grad_norm: 1.0268 2020-10-04 09:55:30,589 - mmaction - INFO - Epoch [58][460/999] lr: 5.296e-01, eta: 2 days, 7:43:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5260, loss_cls: 3.4582, loss: 3.4582, grad_norm: 1.0222 2020-10-04 09:55:50,530 - mmaction - INFO - Epoch [58][480/999] lr: 5.296e-01, eta: 2 days, 7:43:38, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5279, loss_cls: 3.4488, loss: 3.4488, grad_norm: 1.0320 2020-10-04 09:56:10,393 - mmaction - INFO - Epoch [58][500/999] lr: 5.296e-01, eta: 2 days, 7:43:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5305, loss_cls: 3.4272, loss: 3.4272, grad_norm: 1.0335 2020-10-04 09:56:30,337 - mmaction - INFO - Epoch [58][520/999] lr: 5.296e-01, eta: 2 days, 7:42:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5303, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.0268 2020-10-04 09:56:50,234 - mmaction - INFO - Epoch [58][540/999] lr: 5.296e-01, eta: 2 days, 7:42:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5270, loss_cls: 3.4283, loss: 3.4283, grad_norm: 1.0331 2020-10-04 09:57:10,211 - mmaction - INFO - Epoch [58][560/999] lr: 5.296e-01, eta: 2 days, 7:42:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5318, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.0138 2020-10-04 09:57:30,215 - mmaction - INFO - Epoch [58][580/999] lr: 5.296e-01, eta: 2 days, 7:41:52, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5285, loss_cls: 3.4164, loss: 3.4164, grad_norm: 1.0214 2020-10-04 09:57:50,172 - mmaction - INFO - Epoch [58][600/999] lr: 5.296e-01, eta: 2 days, 7:41:30, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5307, loss_cls: 3.4280, loss: 3.4280, grad_norm: 1.0367 2020-10-04 09:58:10,137 - mmaction - INFO - Epoch [58][620/999] lr: 5.296e-01, eta: 2 days, 7:41:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2807, top5_acc: 0.5272, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.0218 2020-10-04 09:58:30,047 - mmaction - INFO - Epoch [58][640/999] lr: 5.296e-01, eta: 2 days, 7:40:48, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5203, loss_cls: 3.4565, loss: 3.4565, grad_norm: 1.0215 2020-10-04 09:58:50,044 - mmaction - INFO - Epoch [58][660/999] lr: 5.296e-01, eta: 2 days, 7:40:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5236, loss_cls: 3.4899, loss: 3.4899, grad_norm: 0.9997 2020-10-04 09:59:10,011 - mmaction - INFO - Epoch [58][680/999] lr: 5.296e-01, eta: 2 days, 7:40:06, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5257, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.0383 2020-10-04 09:59:30,052 - mmaction - INFO - Epoch [58][700/999] lr: 5.296e-01, eta: 2 days, 7:39:45, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2880, top5_acc: 0.5365, loss_cls: 3.3931, loss: 3.3931, grad_norm: 1.0283 2020-10-04 09:59:49,854 - mmaction - INFO - Epoch [58][720/999] lr: 5.296e-01, eta: 2 days, 7:39:23, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5294, loss_cls: 3.4351, loss: 3.4351, grad_norm: 1.0259 2020-10-04 10:00:12,160 - mmaction - INFO - Epoch [58][740/999] lr: 5.296e-01, eta: 2 days, 7:39:10, time: 1.114, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5156, loss_cls: 3.4819, loss: 3.4819, grad_norm: 1.0300 2020-10-04 10:00:32,153 - mmaction - INFO - Epoch [58][760/999] lr: 5.296e-01, eta: 2 days, 7:38:49, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5370, loss_cls: 3.4072, loss: 3.4072, grad_norm: 1.0074 2020-10-04 10:00:52,118 - mmaction - INFO - Epoch [58][780/999] lr: 5.296e-01, eta: 2 days, 7:38:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5154, loss_cls: 3.4479, loss: 3.4479, grad_norm: 1.0139 2020-10-04 10:01:12,120 - mmaction - INFO - Epoch [58][800/999] lr: 5.296e-01, eta: 2 days, 7:38:07, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5223, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.0256 2020-10-04 10:01:32,028 - mmaction - INFO - Epoch [58][820/999] lr: 5.296e-01, eta: 2 days, 7:37:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5138, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.0252 2020-10-04 10:01:51,928 - mmaction - INFO - Epoch [58][840/999] lr: 5.296e-01, eta: 2 days, 7:37:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2919, top5_acc: 0.5406, loss_cls: 3.3628, loss: 3.3628, grad_norm: 1.0277 2020-10-04 10:02:11,897 - mmaction - INFO - Epoch [58][860/999] lr: 5.296e-01, eta: 2 days, 7:37:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5341, loss_cls: 3.4130, loss: 3.4130, grad_norm: 1.0223 2020-10-04 10:02:31,808 - mmaction - INFO - Epoch [58][880/999] lr: 5.296e-01, eta: 2 days, 7:36:42, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5214, loss_cls: 3.4684, loss: 3.4684, grad_norm: 1.0218 2020-10-04 10:02:51,723 - mmaction - INFO - Epoch [58][900/999] lr: 5.296e-01, eta: 2 days, 7:36:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2710, top5_acc: 0.5171, loss_cls: 3.4566, loss: 3.4566, grad_norm: 1.0389 2020-10-04 10:03:11,695 - mmaction - INFO - Epoch [58][920/999] lr: 5.296e-01, eta: 2 days, 7:35:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5242, loss_cls: 3.4378, loss: 3.4378, grad_norm: 1.0356 2020-10-04 10:03:31,634 - mmaction - INFO - Epoch [58][940/999] lr: 5.296e-01, eta: 2 days, 7:35:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2743, top5_acc: 0.5146, loss_cls: 3.4838, loss: 3.4838, grad_norm: 1.0317 2020-10-04 10:03:51,491 - mmaction - INFO - Epoch [58][960/999] lr: 5.296e-01, eta: 2 days, 7:35:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5249, loss_cls: 3.4498, loss: 3.4498, grad_norm: 1.0236 2020-10-04 10:04:11,469 - mmaction - INFO - Epoch [58][980/999] lr: 5.296e-01, eta: 2 days, 7:34:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5159, loss_cls: 3.4615, loss: 3.4615, grad_norm: 0.9969 2020-10-04 10:05:26,347 - mmaction - INFO - Epoch [59][20/999] lr: 5.272e-01, eta: 2 days, 7:35:06, time: 2.710, data_time: 1.698, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5293, loss_cls: 3.4239, loss: 3.4239, grad_norm: 1.0234 2020-10-04 10:05:45,950 - mmaction - INFO - Epoch [59][40/999] lr: 5.272e-01, eta: 2 days, 7:34:44, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5275, loss_cls: 3.3861, loss: 3.3861, grad_norm: 1.0137 2020-10-04 10:06:05,807 - mmaction - INFO - Epoch [59][60/999] lr: 5.272e-01, eta: 2 days, 7:34:22, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2758, top5_acc: 0.5307, loss_cls: 3.4251, loss: 3.4251, grad_norm: 1.0540 2020-10-04 10:06:25,644 - mmaction - INFO - Epoch [59][80/999] lr: 5.272e-01, eta: 2 days, 7:34:01, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2871, top5_acc: 0.5307, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0300 2020-10-04 10:06:45,559 - mmaction - INFO - Epoch [59][100/999] lr: 5.272e-01, eta: 2 days, 7:33:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5286, loss_cls: 3.4347, loss: 3.4347, grad_norm: 1.0109 2020-10-04 10:07:05,474 - mmaction - INFO - Epoch [59][120/999] lr: 5.272e-01, eta: 2 days, 7:33:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.0182 2020-10-04 10:07:25,346 - mmaction - INFO - Epoch [59][140/999] lr: 5.272e-01, eta: 2 days, 7:32:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2836, top5_acc: 0.5301, loss_cls: 3.4167, loss: 3.4167, grad_norm: 1.0406 2020-10-04 10:07:45,238 - mmaction - INFO - Epoch [59][160/999] lr: 5.272e-01, eta: 2 days, 7:32:35, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.4576, loss: 3.4576, grad_norm: 1.0119 2020-10-04 10:08:05,086 - mmaction - INFO - Epoch [59][180/999] lr: 5.272e-01, eta: 2 days, 7:32:14, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2805, top5_acc: 0.5199, loss_cls: 3.4463, loss: 3.4463, grad_norm: 1.0344 2020-10-04 10:08:25,074 - mmaction - INFO - Epoch [59][200/999] lr: 5.272e-01, eta: 2 days, 7:31:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5241, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.0286 2020-10-04 10:08:44,950 - mmaction - INFO - Epoch [59][220/999] lr: 5.272e-01, eta: 2 days, 7:31:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5286, loss_cls: 3.4149, loss: 3.4149, grad_norm: 1.0206 2020-10-04 10:09:04,836 - mmaction - INFO - Epoch [59][240/999] lr: 5.272e-01, eta: 2 days, 7:31:10, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5279, loss_cls: 3.4055, loss: 3.4055, grad_norm: 1.0240 2020-10-04 10:09:24,731 - mmaction - INFO - Epoch [59][260/999] lr: 5.272e-01, eta: 2 days, 7:30:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2770, top5_acc: 0.5220, loss_cls: 3.4395, loss: 3.4395, grad_norm: 1.0258 2020-10-04 10:09:44,585 - mmaction - INFO - Epoch [59][280/999] lr: 5.272e-01, eta: 2 days, 7:30:27, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5250, loss_cls: 3.4339, loss: 3.4339, grad_norm: 1.0428 2020-10-04 10:10:04,625 - mmaction - INFO - Epoch [59][300/999] lr: 5.272e-01, eta: 2 days, 7:30:06, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5316, loss_cls: 3.3723, loss: 3.3723, grad_norm: 1.0226 2020-10-04 10:10:24,570 - mmaction - INFO - Epoch [59][320/999] lr: 5.272e-01, eta: 2 days, 7:29:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5254, loss_cls: 3.4351, loss: 3.4351, grad_norm: 1.0366 2020-10-04 10:10:44,591 - mmaction - INFO - Epoch [59][340/999] lr: 5.272e-01, eta: 2 days, 7:29:24, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5225, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.0224 2020-10-04 10:11:04,592 - mmaction - INFO - Epoch [59][360/999] lr: 5.272e-01, eta: 2 days, 7:29:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5254, loss_cls: 3.4539, loss: 3.4539, grad_norm: 1.0334 2020-10-04 10:11:24,464 - mmaction - INFO - Epoch [59][380/999] lr: 5.272e-01, eta: 2 days, 7:28:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5242, loss_cls: 3.4179, loss: 3.4179, grad_norm: 1.0236 2020-10-04 10:11:44,389 - mmaction - INFO - Epoch [59][400/999] lr: 5.272e-01, eta: 2 days, 7:28:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2737, top5_acc: 0.5247, loss_cls: 3.4611, loss: 3.4611, grad_norm: 1.0160 2020-10-04 10:12:04,391 - mmaction - INFO - Epoch [59][420/999] lr: 5.272e-01, eta: 2 days, 7:27:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5220, loss_cls: 3.4668, loss: 3.4668, grad_norm: 1.0241 2020-10-04 10:12:24,464 - mmaction - INFO - Epoch [59][440/999] lr: 5.272e-01, eta: 2 days, 7:27:38, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5228, loss_cls: 3.4456, loss: 3.4456, grad_norm: 1.0220 2020-10-04 10:12:44,399 - mmaction - INFO - Epoch [59][460/999] lr: 5.272e-01, eta: 2 days, 7:27:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5340, loss_cls: 3.3834, loss: 3.3834, grad_norm: 1.0214 2020-10-04 10:13:04,331 - mmaction - INFO - Epoch [59][480/999] lr: 5.272e-01, eta: 2 days, 7:26:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5263, loss_cls: 3.4441, loss: 3.4441, grad_norm: 1.0286 2020-10-04 10:13:24,372 - mmaction - INFO - Epoch [59][500/999] lr: 5.272e-01, eta: 2 days, 7:26:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5198, loss_cls: 3.4636, loss: 3.4636, grad_norm: 1.0107 2020-10-04 10:13:44,221 - mmaction - INFO - Epoch [59][520/999] lr: 5.272e-01, eta: 2 days, 7:26:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5216, loss_cls: 3.4293, loss: 3.4293, grad_norm: 1.0267 2020-10-04 10:14:04,190 - mmaction - INFO - Epoch [59][540/999] lr: 5.272e-01, eta: 2 days, 7:25:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5184, loss_cls: 3.4751, loss: 3.4751, grad_norm: 1.0574 2020-10-04 10:14:24,082 - mmaction - INFO - Epoch [59][560/999] lr: 5.272e-01, eta: 2 days, 7:25:31, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5280, loss_cls: 3.4288, loss: 3.4288, grad_norm: 1.0193 2020-10-04 10:14:44,063 - mmaction - INFO - Epoch [59][580/999] lr: 5.272e-01, eta: 2 days, 7:25:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5276, loss_cls: 3.4326, loss: 3.4326, grad_norm: 1.0337 2020-10-04 10:15:04,089 - mmaction - INFO - Epoch [59][600/999] lr: 5.272e-01, eta: 2 days, 7:24:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5345, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.0199 2020-10-04 10:15:23,992 - mmaction - INFO - Epoch [59][620/999] lr: 5.272e-01, eta: 2 days, 7:24:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5190, loss_cls: 3.4461, loss: 3.4461, grad_norm: 1.0344 2020-10-04 10:15:43,975 - mmaction - INFO - Epoch [59][640/999] lr: 5.272e-01, eta: 2 days, 7:24:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5294, loss_cls: 3.4173, loss: 3.4173, grad_norm: 1.0685 2020-10-04 10:16:03,982 - mmaction - INFO - Epoch [59][660/999] lr: 5.272e-01, eta: 2 days, 7:23:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5190, loss_cls: 3.4857, loss: 3.4857, grad_norm: 1.0153 2020-10-04 10:16:23,947 - mmaction - INFO - Epoch [59][680/999] lr: 5.272e-01, eta: 2 days, 7:23:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2712, top5_acc: 0.5181, loss_cls: 3.5025, loss: 3.5025, grad_norm: 1.0253 2020-10-04 10:16:43,871 - mmaction - INFO - Epoch [59][700/999] lr: 5.272e-01, eta: 2 days, 7:23:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5307, loss_cls: 3.4064, loss: 3.4064, grad_norm: 1.0425 2020-10-04 10:17:03,865 - mmaction - INFO - Epoch [59][720/999] lr: 5.272e-01, eta: 2 days, 7:22:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5246, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.0351 2020-10-04 10:17:23,795 - mmaction - INFO - Epoch [59][740/999] lr: 5.272e-01, eta: 2 days, 7:22:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5299, loss_cls: 3.4393, loss: 3.4393, grad_norm: 1.0261 2020-10-04 10:17:43,701 - mmaction - INFO - Epoch [59][760/999] lr: 5.272e-01, eta: 2 days, 7:22:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5312, loss_cls: 3.4207, loss: 3.4207, grad_norm: 1.0089 2020-10-04 10:18:03,719 - mmaction - INFO - Epoch [59][780/999] lr: 5.272e-01, eta: 2 days, 7:21:39, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2697, top5_acc: 0.5168, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.0208 2020-10-04 10:18:23,660 - mmaction - INFO - Epoch [59][800/999] lr: 5.272e-01, eta: 2 days, 7:21:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5298, loss_cls: 3.4284, loss: 3.4284, grad_norm: 1.0240 2020-10-04 10:18:43,581 - mmaction - INFO - Epoch [59][820/999] lr: 5.272e-01, eta: 2 days, 7:20:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2861, top5_acc: 0.5190, loss_cls: 3.4408, loss: 3.4408, grad_norm: 1.0194 2020-10-04 10:19:03,497 - mmaction - INFO - Epoch [59][840/999] lr: 5.272e-01, eta: 2 days, 7:20:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2753, top5_acc: 0.5122, loss_cls: 3.4622, loss: 3.4622, grad_norm: 1.0208 2020-10-04 10:19:23,358 - mmaction - INFO - Epoch [59][860/999] lr: 5.272e-01, eta: 2 days, 7:20:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5272, loss_cls: 3.4164, loss: 3.4164, grad_norm: 1.0214 2020-10-04 10:19:43,248 - mmaction - INFO - Epoch [59][880/999] lr: 5.272e-01, eta: 2 days, 7:19:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5202, loss_cls: 3.4717, loss: 3.4717, grad_norm: 1.0285 2020-10-04 10:20:03,199 - mmaction - INFO - Epoch [59][900/999] lr: 5.272e-01, eta: 2 days, 7:19:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5148, loss_cls: 3.4464, loss: 3.4464, grad_norm: 1.0335 2020-10-04 10:20:23,157 - mmaction - INFO - Epoch [59][920/999] lr: 5.272e-01, eta: 2 days, 7:19:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5195, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.0091 2020-10-04 10:20:43,083 - mmaction - INFO - Epoch [59][940/999] lr: 5.272e-01, eta: 2 days, 7:18:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5233, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.0296 2020-10-04 10:21:03,061 - mmaction - INFO - Epoch [59][960/999] lr: 5.272e-01, eta: 2 days, 7:18:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5207, loss_cls: 3.4439, loss: 3.4439, grad_norm: 1.0225 2020-10-04 10:21:22,956 - mmaction - INFO - Epoch [59][980/999] lr: 5.272e-01, eta: 2 days, 7:18:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5337, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0271 2020-10-04 10:22:32,103 - mmaction - INFO - Epoch [60][20/999] lr: 5.247e-01, eta: 2 days, 7:18:02, time: 2.500, data_time: 1.408, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5263, loss_cls: 3.4687, loss: 3.4687, grad_norm: 1.0319 2020-10-04 10:22:51,845 - mmaction - INFO - Epoch [60][40/999] lr: 5.247e-01, eta: 2 days, 7:17:40, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2780, top5_acc: 0.5267, loss_cls: 3.4366, loss: 3.4366, grad_norm: 1.0371 2020-10-04 10:23:11,642 - mmaction - INFO - Epoch [60][60/999] lr: 5.247e-01, eta: 2 days, 7:17:18, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5382, loss_cls: 3.3809, loss: 3.3809, grad_norm: 1.0168 2020-10-04 10:23:31,550 - mmaction - INFO - Epoch [60][80/999] lr: 5.247e-01, eta: 2 days, 7:16:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5292, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.0494 2020-10-04 10:23:51,448 - mmaction - INFO - Epoch [60][100/999] lr: 5.247e-01, eta: 2 days, 7:16:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5266, loss_cls: 3.4110, loss: 3.4110, grad_norm: 1.0228 2020-10-04 10:24:11,391 - mmaction - INFO - Epoch [60][120/999] lr: 5.247e-01, eta: 2 days, 7:16:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5301, loss_cls: 3.4203, loss: 3.4203, grad_norm: 1.0392 2020-10-04 10:24:31,402 - mmaction - INFO - Epoch [60][140/999] lr: 5.247e-01, eta: 2 days, 7:15:53, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5246, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.0437 2020-10-04 10:24:51,417 - mmaction - INFO - Epoch [60][160/999] lr: 5.247e-01, eta: 2 days, 7:15:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5354, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.0370 2020-10-04 10:25:11,388 - mmaction - INFO - Epoch [60][180/999] lr: 5.247e-01, eta: 2 days, 7:15:11, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5232, loss_cls: 3.4280, loss: 3.4280, grad_norm: 1.0364 2020-10-04 10:25:31,295 - mmaction - INFO - Epoch [60][200/999] lr: 5.247e-01, eta: 2 days, 7:14:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5177, loss_cls: 3.4675, loss: 3.4675, grad_norm: 1.0279 2020-10-04 10:25:51,294 - mmaction - INFO - Epoch [60][220/999] lr: 5.247e-01, eta: 2 days, 7:14:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5221, loss_cls: 3.4306, loss: 3.4306, grad_norm: 1.0197 2020-10-04 10:26:11,201 - mmaction - INFO - Epoch [60][240/999] lr: 5.247e-01, eta: 2 days, 7:14:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5301, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.0284 2020-10-04 10:26:31,180 - mmaction - INFO - Epoch [60][260/999] lr: 5.247e-01, eta: 2 days, 7:13:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5182, loss_cls: 3.4705, loss: 3.4705, grad_norm: 1.0268 2020-10-04 10:26:51,054 - mmaction - INFO - Epoch [60][280/999] lr: 5.247e-01, eta: 2 days, 7:13:25, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5327, loss_cls: 3.3995, loss: 3.3995, grad_norm: 1.0193 2020-10-04 10:27:10,993 - mmaction - INFO - Epoch [60][300/999] lr: 5.247e-01, eta: 2 days, 7:13:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5276, loss_cls: 3.4176, loss: 3.4176, grad_norm: 1.0391 2020-10-04 10:27:31,028 - mmaction - INFO - Epoch [60][320/999] lr: 5.247e-01, eta: 2 days, 7:12:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5341, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.0079 2020-10-04 10:27:50,913 - mmaction - INFO - Epoch [60][340/999] lr: 5.247e-01, eta: 2 days, 7:12:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5397, loss_cls: 3.3524, loss: 3.3524, grad_norm: 1.0417 2020-10-04 10:28:10,796 - mmaction - INFO - Epoch [60][360/999] lr: 5.247e-01, eta: 2 days, 7:12:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5150, loss_cls: 3.4825, loss: 3.4825, grad_norm: 1.0428 2020-10-04 10:28:30,712 - mmaction - INFO - Epoch [60][380/999] lr: 5.247e-01, eta: 2 days, 7:11:39, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2824, top5_acc: 0.5233, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.0085 2020-10-04 10:28:50,694 - mmaction - INFO - Epoch [60][400/999] lr: 5.247e-01, eta: 2 days, 7:11:18, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5272, loss_cls: 3.4390, loss: 3.4390, grad_norm: 1.0259 2020-10-04 10:29:10,579 - mmaction - INFO - Epoch [60][420/999] lr: 5.247e-01, eta: 2 days, 7:10:57, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5254, loss_cls: 3.4480, loss: 3.4480, grad_norm: 1.0305 2020-10-04 10:29:30,622 - mmaction - INFO - Epoch [60][440/999] lr: 5.247e-01, eta: 2 days, 7:10:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2926, top5_acc: 0.5298, loss_cls: 3.4104, loss: 3.4104, grad_norm: 1.0340 2020-10-04 10:29:50,541 - mmaction - INFO - Epoch [60][460/999] lr: 5.247e-01, eta: 2 days, 7:10:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5270, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.0548 2020-10-04 10:30:11,389 - mmaction - INFO - Epoch [60][480/999] lr: 5.247e-01, eta: 2 days, 7:09:56, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5194, loss_cls: 3.4994, loss: 3.4994, grad_norm: 1.0037 2020-10-04 10:30:31,329 - mmaction - INFO - Epoch [60][500/999] lr: 5.247e-01, eta: 2 days, 7:09:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5258, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.0236 2020-10-04 10:30:51,244 - mmaction - INFO - Epoch [60][520/999] lr: 5.247e-01, eta: 2 days, 7:09:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5277, loss_cls: 3.4259, loss: 3.4259, grad_norm: 1.0213 2020-10-04 10:31:11,096 - mmaction - INFO - Epoch [60][540/999] lr: 5.247e-01, eta: 2 days, 7:08:52, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5340, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.0003 2020-10-04 10:31:31,026 - mmaction - INFO - Epoch [60][560/999] lr: 5.247e-01, eta: 2 days, 7:08:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2845, top5_acc: 0.5303, loss_cls: 3.4207, loss: 3.4207, grad_norm: 1.0343 2020-10-04 10:31:50,925 - mmaction - INFO - Epoch [60][580/999] lr: 5.247e-01, eta: 2 days, 7:08:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2909, top5_acc: 0.5296, loss_cls: 3.4275, loss: 3.4275, grad_norm: 1.0504 2020-10-04 10:32:10,858 - mmaction - INFO - Epoch [60][600/999] lr: 5.247e-01, eta: 2 days, 7:07:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5245, loss_cls: 3.4181, loss: 3.4181, grad_norm: 1.0220 2020-10-04 10:32:30,786 - mmaction - INFO - Epoch [60][620/999] lr: 5.247e-01, eta: 2 days, 7:07:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5154, loss_cls: 3.4602, loss: 3.4602, grad_norm: 1.0307 2020-10-04 10:32:50,699 - mmaction - INFO - Epoch [60][640/999] lr: 5.247e-01, eta: 2 days, 7:07:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5180, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.0426 2020-10-04 10:33:10,650 - mmaction - INFO - Epoch [60][660/999] lr: 5.247e-01, eta: 2 days, 7:06:45, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5224, loss_cls: 3.4192, loss: 3.4192, grad_norm: 1.0219 2020-10-04 10:33:30,530 - mmaction - INFO - Epoch [60][680/999] lr: 5.247e-01, eta: 2 days, 7:06:24, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5264, loss_cls: 3.4433, loss: 3.4433, grad_norm: 1.0351 2020-10-04 10:33:50,456 - mmaction - INFO - Epoch [60][700/999] lr: 5.247e-01, eta: 2 days, 7:06:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5266, loss_cls: 3.4480, loss: 3.4480, grad_norm: 1.0314 2020-10-04 10:34:10,377 - mmaction - INFO - Epoch [60][720/999] lr: 5.247e-01, eta: 2 days, 7:05:41, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2805, top5_acc: 0.5237, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.0206 2020-10-04 10:34:30,347 - mmaction - INFO - Epoch [60][740/999] lr: 5.247e-01, eta: 2 days, 7:05:20, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5272, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.0563 2020-10-04 10:34:50,404 - mmaction - INFO - Epoch [60][760/999] lr: 5.247e-01, eta: 2 days, 7:04:59, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2747, top5_acc: 0.5251, loss_cls: 3.4415, loss: 3.4415, grad_norm: 1.0321 2020-10-04 10:35:10,290 - mmaction - INFO - Epoch [60][780/999] lr: 5.247e-01, eta: 2 days, 7:04:38, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5290, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.0174 2020-10-04 10:35:30,171 - mmaction - INFO - Epoch [60][800/999] lr: 5.247e-01, eta: 2 days, 7:04:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5279, loss_cls: 3.4338, loss: 3.4338, grad_norm: 1.0216 2020-10-04 10:35:49,991 - mmaction - INFO - Epoch [60][820/999] lr: 5.247e-01, eta: 2 days, 7:03:55, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5290, loss_cls: 3.4152, loss: 3.4152, grad_norm: 1.0247 2020-10-04 10:36:09,865 - mmaction - INFO - Epoch [60][840/999] lr: 5.247e-01, eta: 2 days, 7:03:34, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5188, loss_cls: 3.4460, loss: 3.4460, grad_norm: 1.0451 2020-10-04 10:36:29,900 - mmaction - INFO - Epoch [60][860/999] lr: 5.247e-01, eta: 2 days, 7:03:13, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5180, loss_cls: 3.4846, loss: 3.4846, grad_norm: 1.0321 2020-10-04 10:36:49,773 - mmaction - INFO - Epoch [60][880/999] lr: 5.247e-01, eta: 2 days, 7:02:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5307, loss_cls: 3.3993, loss: 3.3993, grad_norm: 1.0298 2020-10-04 10:37:09,648 - mmaction - INFO - Epoch [60][900/999] lr: 5.247e-01, eta: 2 days, 7:02:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5174, loss_cls: 3.4871, loss: 3.4871, grad_norm: 1.0177 2020-10-04 10:37:29,508 - mmaction - INFO - Epoch [60][920/999] lr: 5.247e-01, eta: 2 days, 7:02:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5220, loss_cls: 3.4824, loss: 3.4824, grad_norm: 1.0443 2020-10-04 10:37:49,481 - mmaction - INFO - Epoch [60][940/999] lr: 5.247e-01, eta: 2 days, 7:01:47, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2689, top5_acc: 0.5070, loss_cls: 3.4897, loss: 3.4897, grad_norm: 1.0306 2020-10-04 10:38:09,444 - mmaction - INFO - Epoch [60][960/999] lr: 5.247e-01, eta: 2 days, 7:01:26, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5361, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.0313 2020-10-04 10:38:29,275 - mmaction - INFO - Epoch [60][980/999] lr: 5.247e-01, eta: 2 days, 7:01:05, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5223, loss_cls: 3.4420, loss: 3.4420, grad_norm: 1.0277 2020-10-04 10:39:38,765 - mmaction - INFO - Epoch [61][20/999] lr: 5.223e-01, eta: 2 days, 7:01:01, time: 2.522, data_time: 1.347, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5280, loss_cls: 3.4009, loss: 3.4009, grad_norm: 1.0286 2020-10-04 10:39:58,386 - mmaction - INFO - Epoch [61][40/999] lr: 5.223e-01, eta: 2 days, 7:00:39, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5340, loss_cls: 3.3968, loss: 3.3968, grad_norm: 1.0449 2020-10-04 10:40:18,257 - mmaction - INFO - Epoch [61][60/999] lr: 5.223e-01, eta: 2 days, 7:00:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5296, loss_cls: 3.3723, loss: 3.3723, grad_norm: 1.0326 2020-10-04 10:40:38,112 - mmaction - INFO - Epoch [61][80/999] lr: 5.223e-01, eta: 2 days, 6:59:56, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2802, top5_acc: 0.5208, loss_cls: 3.4695, loss: 3.4695, grad_norm: 1.0286 2020-10-04 10:40:57,983 - mmaction - INFO - Epoch [61][100/999] lr: 5.223e-01, eta: 2 days, 6:59:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5284, loss_cls: 3.4446, loss: 3.4446, grad_norm: 1.0439 2020-10-04 10:41:17,951 - mmaction - INFO - Epoch [61][120/999] lr: 5.223e-01, eta: 2 days, 6:59:13, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5254, loss_cls: 3.4389, loss: 3.4389, grad_norm: 1.0344 2020-10-04 10:41:37,916 - mmaction - INFO - Epoch [61][140/999] lr: 5.223e-01, eta: 2 days, 6:58:52, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5281, loss_cls: 3.4441, loss: 3.4441, grad_norm: 1.0221 2020-10-04 10:41:57,811 - mmaction - INFO - Epoch [61][160/999] lr: 5.223e-01, eta: 2 days, 6:58:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5279, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.0117 2020-10-04 10:42:17,679 - mmaction - INFO - Epoch [61][180/999] lr: 5.223e-01, eta: 2 days, 6:58:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5380, loss_cls: 3.3669, loss: 3.3669, grad_norm: 1.0200 2020-10-04 10:42:37,591 - mmaction - INFO - Epoch [61][200/999] lr: 5.223e-01, eta: 2 days, 6:57:48, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5227, loss_cls: 3.4431, loss: 3.4431, grad_norm: 1.0352 2020-10-04 10:42:57,513 - mmaction - INFO - Epoch [61][220/999] lr: 5.223e-01, eta: 2 days, 6:57:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5310, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.0305 2020-10-04 10:43:17,408 - mmaction - INFO - Epoch [61][240/999] lr: 5.223e-01, eta: 2 days, 6:57:06, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5323, loss_cls: 3.3991, loss: 3.3991, grad_norm: 1.0240 2020-10-04 10:43:37,328 - mmaction - INFO - Epoch [61][260/999] lr: 5.223e-01, eta: 2 days, 6:56:45, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5251, loss_cls: 3.4588, loss: 3.4588, grad_norm: 1.0335 2020-10-04 10:43:57,293 - mmaction - INFO - Epoch [61][280/999] lr: 5.223e-01, eta: 2 days, 6:56:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5336, loss_cls: 3.3748, loss: 3.3748, grad_norm: 1.0207 2020-10-04 10:44:17,306 - mmaction - INFO - Epoch [61][300/999] lr: 5.223e-01, eta: 2 days, 6:56:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5329, loss_cls: 3.4271, loss: 3.4271, grad_norm: 1.0458 2020-10-04 10:44:37,265 - mmaction - INFO - Epoch [61][320/999] lr: 5.223e-01, eta: 2 days, 6:55:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5294, loss_cls: 3.4237, loss: 3.4237, grad_norm: 1.0134 2020-10-04 10:44:57,184 - mmaction - INFO - Epoch [61][340/999] lr: 5.223e-01, eta: 2 days, 6:55:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5326, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0381 2020-10-04 10:45:17,100 - mmaction - INFO - Epoch [61][360/999] lr: 5.223e-01, eta: 2 days, 6:54:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2852, top5_acc: 0.5208, loss_cls: 3.4411, loss: 3.4411, grad_norm: 1.0415 2020-10-04 10:45:37,047 - mmaction - INFO - Epoch [61][380/999] lr: 5.223e-01, eta: 2 days, 6:54:38, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5302, loss_cls: 3.4248, loss: 3.4248, grad_norm: 1.0258 2020-10-04 10:45:56,937 - mmaction - INFO - Epoch [61][400/999] lr: 5.223e-01, eta: 2 days, 6:54:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5275, loss_cls: 3.4585, loss: 3.4585, grad_norm: 1.0427 2020-10-04 10:46:17,004 - mmaction - INFO - Epoch [61][420/999] lr: 5.223e-01, eta: 2 days, 6:53:56, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5262, loss_cls: 3.4317, loss: 3.4317, grad_norm: 1.0436 2020-10-04 10:46:36,818 - mmaction - INFO - Epoch [61][440/999] lr: 5.223e-01, eta: 2 days, 6:53:34, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5210, loss_cls: 3.4374, loss: 3.4374, grad_norm: 1.0308 2020-10-04 10:46:56,688 - mmaction - INFO - Epoch [61][460/999] lr: 5.223e-01, eta: 2 days, 6:53:13, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5283, loss_cls: 3.4010, loss: 3.4010, grad_norm: 1.0286 2020-10-04 10:47:16,628 - mmaction - INFO - Epoch [61][480/999] lr: 5.223e-01, eta: 2 days, 6:52:51, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5337, loss_cls: 3.3981, loss: 3.3981, grad_norm: 1.0327 2020-10-04 10:47:36,508 - mmaction - INFO - Epoch [61][500/999] lr: 5.223e-01, eta: 2 days, 6:52:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5169, loss_cls: 3.4673, loss: 3.4673, grad_norm: 1.0436 2020-10-04 10:47:56,413 - mmaction - INFO - Epoch [61][520/999] lr: 5.223e-01, eta: 2 days, 6:52:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5316, loss_cls: 3.4268, loss: 3.4268, grad_norm: 1.0206 2020-10-04 10:48:16,233 - mmaction - INFO - Epoch [61][540/999] lr: 5.223e-01, eta: 2 days, 6:51:47, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2921, top5_acc: 0.5350, loss_cls: 3.3998, loss: 3.3998, grad_norm: 1.0258 2020-10-04 10:48:36,179 - mmaction - INFO - Epoch [61][560/999] lr: 5.223e-01, eta: 2 days, 6:51:26, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5307, loss_cls: 3.4219, loss: 3.4219, grad_norm: 1.0397 2020-10-04 10:48:56,161 - mmaction - INFO - Epoch [61][580/999] lr: 5.223e-01, eta: 2 days, 6:51:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5220, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.0381 2020-10-04 10:49:16,135 - mmaction - INFO - Epoch [61][600/999] lr: 5.223e-01, eta: 2 days, 6:50:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5227, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.0244 2020-10-04 10:49:35,899 - mmaction - INFO - Epoch [61][620/999] lr: 5.223e-01, eta: 2 days, 6:50:22, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2754, top5_acc: 0.5194, loss_cls: 3.4725, loss: 3.4725, grad_norm: 1.0285 2020-10-04 10:49:55,826 - mmaction - INFO - Epoch [61][640/999] lr: 5.223e-01, eta: 2 days, 6:50:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5294, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.0233 2020-10-04 10:50:15,736 - mmaction - INFO - Epoch [61][660/999] lr: 5.223e-01, eta: 2 days, 6:49:40, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2842, top5_acc: 0.5241, loss_cls: 3.4586, loss: 3.4586, grad_norm: 1.0395 2020-10-04 10:50:35,559 - mmaction - INFO - Epoch [61][680/999] lr: 5.223e-01, eta: 2 days, 6:49:18, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5301, loss_cls: 3.4213, loss: 3.4213, grad_norm: 1.0457 2020-10-04 10:50:55,424 - mmaction - INFO - Epoch [61][700/999] lr: 5.223e-01, eta: 2 days, 6:48:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5310, loss_cls: 3.4087, loss: 3.4087, grad_norm: 1.0308 2020-10-04 10:51:15,331 - mmaction - INFO - Epoch [61][720/999] lr: 5.223e-01, eta: 2 days, 6:48:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5349, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.0309 2020-10-04 10:51:35,164 - mmaction - INFO - Epoch [61][740/999] lr: 5.223e-01, eta: 2 days, 6:48:14, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5292, loss_cls: 3.4287, loss: 3.4287, grad_norm: 1.0389 2020-10-04 10:51:55,068 - mmaction - INFO - Epoch [61][760/999] lr: 5.223e-01, eta: 2 days, 6:47:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5255, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.0483 2020-10-04 10:52:15,003 - mmaction - INFO - Epoch [61][780/999] lr: 5.223e-01, eta: 2 days, 6:47:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5238, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.0300 2020-10-04 10:52:34,899 - mmaction - INFO - Epoch [61][800/999] lr: 5.223e-01, eta: 2 days, 6:47:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5214, loss_cls: 3.4477, loss: 3.4477, grad_norm: 1.0404 2020-10-04 10:52:54,801 - mmaction - INFO - Epoch [61][820/999] lr: 5.223e-01, eta: 2 days, 6:46:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2914, top5_acc: 0.5326, loss_cls: 3.4189, loss: 3.4189, grad_norm: 1.0261 2020-10-04 10:53:14,795 - mmaction - INFO - Epoch [61][840/999] lr: 5.223e-01, eta: 2 days, 6:46:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5292, loss_cls: 3.4201, loss: 3.4201, grad_norm: 1.0460 2020-10-04 10:53:34,725 - mmaction - INFO - Epoch [61][860/999] lr: 5.223e-01, eta: 2 days, 6:46:07, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2852, top5_acc: 0.5328, loss_cls: 3.4297, loss: 3.4297, grad_norm: 1.0280 2020-10-04 10:53:54,659 - mmaction - INFO - Epoch [61][880/999] lr: 5.223e-01, eta: 2 days, 6:45:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5337, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.0306 2020-10-04 10:54:14,606 - mmaction - INFO - Epoch [61][900/999] lr: 5.223e-01, eta: 2 days, 6:45:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5246, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0355 2020-10-04 10:54:34,488 - mmaction - INFO - Epoch [61][920/999] lr: 5.223e-01, eta: 2 days, 6:45:03, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2861, top5_acc: 0.5281, loss_cls: 3.4380, loss: 3.4380, grad_norm: 1.0336 2020-10-04 10:54:54,411 - mmaction - INFO - Epoch [61][940/999] lr: 5.223e-01, eta: 2 days, 6:44:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5258, loss_cls: 3.4354, loss: 3.4354, grad_norm: 1.0293 2020-10-04 10:55:14,293 - mmaction - INFO - Epoch [61][960/999] lr: 5.223e-01, eta: 2 days, 6:44:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5238, loss_cls: 3.4559, loss: 3.4559, grad_norm: 1.0470 2020-10-04 10:55:34,241 - mmaction - INFO - Epoch [61][980/999] lr: 5.223e-01, eta: 2 days, 6:44:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2745, top5_acc: 0.5073, loss_cls: 3.5095, loss: 3.5095, grad_norm: 1.0097 2020-10-04 10:56:43,205 - mmaction - INFO - Epoch [62][20/999] lr: 5.198e-01, eta: 2 days, 6:43:53, time: 2.479, data_time: 1.460, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5301, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.0385 2020-10-04 10:57:02,856 - mmaction - INFO - Epoch [62][40/999] lr: 5.198e-01, eta: 2 days, 6:43:31, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5221, loss_cls: 3.4354, loss: 3.4354, grad_norm: 1.0286 2020-10-04 10:57:22,679 - mmaction - INFO - Epoch [62][60/999] lr: 5.198e-01, eta: 2 days, 6:43:09, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5378, loss_cls: 3.3598, loss: 3.3598, grad_norm: 1.0331 2020-10-04 10:57:42,547 - mmaction - INFO - Epoch [62][80/999] lr: 5.198e-01, eta: 2 days, 6:42:48, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5314, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.0329 2020-10-04 10:58:02,537 - mmaction - INFO - Epoch [62][100/999] lr: 5.198e-01, eta: 2 days, 6:42:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2757, top5_acc: 0.5185, loss_cls: 3.4474, loss: 3.4474, grad_norm: 1.0494 2020-10-04 10:58:22,510 - mmaction - INFO - Epoch [62][120/999] lr: 5.198e-01, eta: 2 days, 6:42:06, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5331, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.0174 2020-10-04 10:58:42,299 - mmaction - INFO - Epoch [62][140/999] lr: 5.198e-01, eta: 2 days, 6:41:44, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5290, loss_cls: 3.4175, loss: 3.4175, grad_norm: 1.0420 2020-10-04 10:59:02,193 - mmaction - INFO - Epoch [62][160/999] lr: 5.198e-01, eta: 2 days, 6:41:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5276, loss_cls: 3.4333, loss: 3.4333, grad_norm: 1.0329 2020-10-04 10:59:22,057 - mmaction - INFO - Epoch [62][180/999] lr: 5.198e-01, eta: 2 days, 6:41:01, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5207, loss_cls: 3.4433, loss: 3.4433, grad_norm: 1.0375 2020-10-04 10:59:41,958 - mmaction - INFO - Epoch [62][200/999] lr: 5.198e-01, eta: 2 days, 6:40:40, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5296, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.0323 2020-10-04 11:00:02,028 - mmaction - INFO - Epoch [62][220/999] lr: 5.198e-01, eta: 2 days, 6:40:19, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5271, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.0466 2020-10-04 11:00:23,929 - mmaction - INFO - Epoch [62][240/999] lr: 5.198e-01, eta: 2 days, 6:40:04, time: 1.100, data_time: 0.007, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5299, loss_cls: 3.4109, loss: 3.4109, grad_norm: 1.0156 2020-10-04 11:00:43,858 - mmaction - INFO - Epoch [62][260/999] lr: 5.198e-01, eta: 2 days, 6:39:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2914, top5_acc: 0.5263, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.0224 2020-10-04 11:01:03,839 - mmaction - INFO - Epoch [62][280/999] lr: 5.198e-01, eta: 2 days, 6:39:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5372, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0432 2020-10-04 11:01:23,797 - mmaction - INFO - Epoch [62][300/999] lr: 5.198e-01, eta: 2 days, 6:39:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5214, loss_cls: 3.4487, loss: 3.4487, grad_norm: 1.0464 2020-10-04 11:01:43,807 - mmaction - INFO - Epoch [62][320/999] lr: 5.198e-01, eta: 2 days, 6:38:40, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5212, loss_cls: 3.4213, loss: 3.4213, grad_norm: 1.0359 2020-10-04 11:02:03,757 - mmaction - INFO - Epoch [62][340/999] lr: 5.198e-01, eta: 2 days, 6:38:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5238, loss_cls: 3.4503, loss: 3.4503, grad_norm: 1.0416 2020-10-04 11:02:23,641 - mmaction - INFO - Epoch [62][360/999] lr: 5.198e-01, eta: 2 days, 6:37:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5189, loss_cls: 3.4483, loss: 3.4483, grad_norm: 1.0367 2020-10-04 11:02:43,618 - mmaction - INFO - Epoch [62][380/999] lr: 5.198e-01, eta: 2 days, 6:37:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2788, top5_acc: 0.5289, loss_cls: 3.4215, loss: 3.4215, grad_norm: 1.0232 2020-10-04 11:03:03,559 - mmaction - INFO - Epoch [62][400/999] lr: 5.198e-01, eta: 2 days, 6:37:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5332, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.0458 2020-10-04 11:03:23,438 - mmaction - INFO - Epoch [62][420/999] lr: 5.198e-01, eta: 2 days, 6:36:54, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5247, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0311 2020-10-04 11:03:43,358 - mmaction - INFO - Epoch [62][440/999] lr: 5.198e-01, eta: 2 days, 6:36:33, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5267, loss_cls: 3.4254, loss: 3.4254, grad_norm: 1.0454 2020-10-04 11:04:03,308 - mmaction - INFO - Epoch [62][460/999] lr: 5.198e-01, eta: 2 days, 6:36:12, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5225, loss_cls: 3.4685, loss: 3.4685, grad_norm: 1.0199 2020-10-04 11:04:23,222 - mmaction - INFO - Epoch [62][480/999] lr: 5.198e-01, eta: 2 days, 6:35:51, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5379, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.0336 2020-10-04 11:04:43,113 - mmaction - INFO - Epoch [62][500/999] lr: 5.198e-01, eta: 2 days, 6:35:29, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5375, loss_cls: 3.3840, loss: 3.3840, grad_norm: 1.0298 2020-10-04 11:05:02,995 - mmaction - INFO - Epoch [62][520/999] lr: 5.198e-01, eta: 2 days, 6:35:08, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5181, loss_cls: 3.4436, loss: 3.4436, grad_norm: 1.0390 2020-10-04 11:05:22,911 - mmaction - INFO - Epoch [62][540/999] lr: 5.198e-01, eta: 2 days, 6:34:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5171, loss_cls: 3.4491, loss: 3.4491, grad_norm: 1.0347 2020-10-04 11:05:42,861 - mmaction - INFO - Epoch [62][560/999] lr: 5.198e-01, eta: 2 days, 6:34:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5324, loss_cls: 3.4168, loss: 3.4168, grad_norm: 1.0191 2020-10-04 11:06:02,736 - mmaction - INFO - Epoch [62][580/999] lr: 5.198e-01, eta: 2 days, 6:34:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2777, top5_acc: 0.5316, loss_cls: 3.4349, loss: 3.4349, grad_norm: 1.0371 2020-10-04 11:06:22,671 - mmaction - INFO - Epoch [62][600/999] lr: 5.198e-01, eta: 2 days, 6:33:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5262, loss_cls: 3.4148, loss: 3.4148, grad_norm: 1.0510 2020-10-04 11:06:42,603 - mmaction - INFO - Epoch [62][620/999] lr: 5.198e-01, eta: 2 days, 6:33:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2767, top5_acc: 0.5168, loss_cls: 3.4907, loss: 3.4907, grad_norm: 1.0330 2020-10-04 11:07:02,505 - mmaction - INFO - Epoch [62][640/999] lr: 5.198e-01, eta: 2 days, 6:33:01, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5199, loss_cls: 3.4568, loss: 3.4568, grad_norm: 1.0227 2020-10-04 11:07:22,459 - mmaction - INFO - Epoch [62][660/999] lr: 5.198e-01, eta: 2 days, 6:32:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2783, top5_acc: 0.5210, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.0377 2020-10-04 11:07:42,432 - mmaction - INFO - Epoch [62][680/999] lr: 5.198e-01, eta: 2 days, 6:32:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5352, loss_cls: 3.3921, loss: 3.3921, grad_norm: 1.0278 2020-10-04 11:08:02,318 - mmaction - INFO - Epoch [62][700/999] lr: 5.198e-01, eta: 2 days, 6:31:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5204, loss_cls: 3.4550, loss: 3.4550, grad_norm: 1.0321 2020-10-04 11:08:22,235 - mmaction - INFO - Epoch [62][720/999] lr: 5.198e-01, eta: 2 days, 6:31:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5257, loss_cls: 3.4229, loss: 3.4229, grad_norm: 1.0165 2020-10-04 11:08:42,169 - mmaction - INFO - Epoch [62][740/999] lr: 5.198e-01, eta: 2 days, 6:31:15, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5333, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.0199 2020-10-04 11:09:02,038 - mmaction - INFO - Epoch [62][760/999] lr: 5.198e-01, eta: 2 days, 6:30:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5250, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0244 2020-10-04 11:09:21,938 - mmaction - INFO - Epoch [62][780/999] lr: 5.198e-01, eta: 2 days, 6:30:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5294, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.0459 2020-10-04 11:09:41,811 - mmaction - INFO - Epoch [62][800/999] lr: 5.198e-01, eta: 2 days, 6:30:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5193, loss_cls: 3.4541, loss: 3.4541, grad_norm: 1.0242 2020-10-04 11:10:01,660 - mmaction - INFO - Epoch [62][820/999] lr: 5.198e-01, eta: 2 days, 6:29:50, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2871, top5_acc: 0.5219, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.0327 2020-10-04 11:10:21,541 - mmaction - INFO - Epoch [62][840/999] lr: 5.198e-01, eta: 2 days, 6:29:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5197, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.0230 2020-10-04 11:10:41,388 - mmaction - INFO - Epoch [62][860/999] lr: 5.198e-01, eta: 2 days, 6:29:07, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5242, loss_cls: 3.4326, loss: 3.4326, grad_norm: 1.0487 2020-10-04 11:11:01,393 - mmaction - INFO - Epoch [62][880/999] lr: 5.198e-01, eta: 2 days, 6:28:46, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5210, loss_cls: 3.4231, loss: 3.4231, grad_norm: 1.0198 2020-10-04 11:11:21,279 - mmaction - INFO - Epoch [62][900/999] lr: 5.198e-01, eta: 2 days, 6:28:25, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2809, top5_acc: 0.5263, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.0350 2020-10-04 11:11:41,158 - mmaction - INFO - Epoch [62][920/999] lr: 5.198e-01, eta: 2 days, 6:28:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5173, loss_cls: 3.4664, loss: 3.4664, grad_norm: 1.0234 2020-10-04 11:12:01,063 - mmaction - INFO - Epoch [62][940/999] lr: 5.198e-01, eta: 2 days, 6:27:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5277, loss_cls: 3.4144, loss: 3.4144, grad_norm: 1.0303 2020-10-04 11:12:20,875 - mmaction - INFO - Epoch [62][960/999] lr: 5.198e-01, eta: 2 days, 6:27:21, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5293, loss_cls: 3.4217, loss: 3.4217, grad_norm: 1.0300 2020-10-04 11:12:40,743 - mmaction - INFO - Epoch [62][980/999] lr: 5.198e-01, eta: 2 days, 6:26:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5250, loss_cls: 3.4202, loss: 3.4202, grad_norm: 1.0176 2020-10-04 11:13:54,889 - mmaction - INFO - Epoch [63][20/999] lr: 5.173e-01, eta: 2 days, 6:27:04, time: 2.682, data_time: 1.627, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5328, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.0215 2020-10-04 11:14:14,509 - mmaction - INFO - Epoch [63][40/999] lr: 5.173e-01, eta: 2 days, 6:26:42, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5302, loss_cls: 3.4101, loss: 3.4101, grad_norm: 1.0177 2020-10-04 11:14:34,448 - mmaction - INFO - Epoch [63][60/999] lr: 5.173e-01, eta: 2 days, 6:26:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5341, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.0329 2020-10-04 11:14:54,334 - mmaction - INFO - Epoch [63][80/999] lr: 5.173e-01, eta: 2 days, 6:26:00, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5331, loss_cls: 3.3819, loss: 3.3819, grad_norm: 1.0500 2020-10-04 11:15:14,124 - mmaction - INFO - Epoch [63][100/999] lr: 5.173e-01, eta: 2 days, 6:25:38, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5315, loss_cls: 3.4052, loss: 3.4052, grad_norm: 1.0370 2020-10-04 11:15:34,001 - mmaction - INFO - Epoch [63][120/999] lr: 5.173e-01, eta: 2 days, 6:25:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5337, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.0320 2020-10-04 11:15:53,876 - mmaction - INFO - Epoch [63][140/999] lr: 5.173e-01, eta: 2 days, 6:24:55, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5312, loss_cls: 3.4058, loss: 3.4058, grad_norm: 1.0356 2020-10-04 11:16:13,809 - mmaction - INFO - Epoch [63][160/999] lr: 5.173e-01, eta: 2 days, 6:24:34, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5316, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.0481 2020-10-04 11:16:33,690 - mmaction - INFO - Epoch [63][180/999] lr: 5.173e-01, eta: 2 days, 6:24:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5232, loss_cls: 3.4316, loss: 3.4316, grad_norm: 1.0403 2020-10-04 11:16:53,637 - mmaction - INFO - Epoch [63][200/999] lr: 5.173e-01, eta: 2 days, 6:23:52, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2921, top5_acc: 0.5323, loss_cls: 3.3698, loss: 3.3698, grad_norm: 1.0324 2020-10-04 11:17:13,556 - mmaction - INFO - Epoch [63][220/999] lr: 5.173e-01, eta: 2 days, 6:23:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5353, loss_cls: 3.4033, loss: 3.4033, grad_norm: 1.0382 2020-10-04 11:17:33,422 - mmaction - INFO - Epoch [63][240/999] lr: 5.173e-01, eta: 2 days, 6:23:09, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5346, loss_cls: 3.3746, loss: 3.3746, grad_norm: 1.0385 2020-10-04 11:17:53,327 - mmaction - INFO - Epoch [63][260/999] lr: 5.173e-01, eta: 2 days, 6:22:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5276, loss_cls: 3.4155, loss: 3.4155, grad_norm: 1.0362 2020-10-04 11:18:13,303 - mmaction - INFO - Epoch [63][280/999] lr: 5.173e-01, eta: 2 days, 6:22:27, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5229, loss_cls: 3.4633, loss: 3.4633, grad_norm: 1.0412 2020-10-04 11:18:33,212 - mmaction - INFO - Epoch [63][300/999] lr: 5.173e-01, eta: 2 days, 6:22:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5348, loss_cls: 3.3784, loss: 3.3784, grad_norm: 1.0122 2020-10-04 11:18:53,100 - mmaction - INFO - Epoch [63][320/999] lr: 5.173e-01, eta: 2 days, 6:21:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3016, top5_acc: 0.5410, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.0393 2020-10-04 11:19:12,980 - mmaction - INFO - Epoch [63][340/999] lr: 5.173e-01, eta: 2 days, 6:21:23, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5241, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.0349 2020-10-04 11:19:32,845 - mmaction - INFO - Epoch [63][360/999] lr: 5.173e-01, eta: 2 days, 6:21:02, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5336, loss_cls: 3.4238, loss: 3.4238, grad_norm: 1.0211 2020-10-04 11:19:52,690 - mmaction - INFO - Epoch [63][380/999] lr: 5.173e-01, eta: 2 days, 6:20:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2837, top5_acc: 0.5254, loss_cls: 3.4440, loss: 3.4440, grad_norm: 1.0399 2020-10-04 11:20:12,692 - mmaction - INFO - Epoch [63][400/999] lr: 5.173e-01, eta: 2 days, 6:20:19, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5158, loss_cls: 3.4568, loss: 3.4568, grad_norm: 1.0349 2020-10-04 11:20:32,613 - mmaction - INFO - Epoch [63][420/999] lr: 5.173e-01, eta: 2 days, 6:19:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5303, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.0254 2020-10-04 11:20:52,593 - mmaction - INFO - Epoch [63][440/999] lr: 5.173e-01, eta: 2 days, 6:19:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5322, loss_cls: 3.4164, loss: 3.4164, grad_norm: 1.0295 2020-10-04 11:21:12,464 - mmaction - INFO - Epoch [63][460/999] lr: 5.173e-01, eta: 2 days, 6:19:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5259, loss_cls: 3.4421, loss: 3.4421, grad_norm: 1.0212 2020-10-04 11:21:32,357 - mmaction - INFO - Epoch [63][480/999] lr: 5.173e-01, eta: 2 days, 6:18:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5303, loss_cls: 3.4269, loss: 3.4269, grad_norm: 1.0179 2020-10-04 11:21:52,304 - mmaction - INFO - Epoch [63][500/999] lr: 5.173e-01, eta: 2 days, 6:18:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5151, loss_cls: 3.4783, loss: 3.4783, grad_norm: 1.0418 2020-10-04 11:22:12,219 - mmaction - INFO - Epoch [63][520/999] lr: 5.173e-01, eta: 2 days, 6:18:12, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5326, loss_cls: 3.4110, loss: 3.4110, grad_norm: 1.0340 2020-10-04 11:22:32,153 - mmaction - INFO - Epoch [63][540/999] lr: 5.173e-01, eta: 2 days, 6:17:51, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2839, top5_acc: 0.5258, loss_cls: 3.4576, loss: 3.4576, grad_norm: 1.0347 2020-10-04 11:22:52,051 - mmaction - INFO - Epoch [63][560/999] lr: 5.173e-01, eta: 2 days, 6:17:30, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2913, top5_acc: 0.5331, loss_cls: 3.4313, loss: 3.4313, grad_norm: 1.0316 2020-10-04 11:23:12,038 - mmaction - INFO - Epoch [63][580/999] lr: 5.173e-01, eta: 2 days, 6:17:09, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5273, loss_cls: 3.4458, loss: 3.4458, grad_norm: 1.0323 2020-10-04 11:23:32,011 - mmaction - INFO - Epoch [63][600/999] lr: 5.173e-01, eta: 2 days, 6:16:48, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2906, top5_acc: 0.5289, loss_cls: 3.4112, loss: 3.4112, grad_norm: 1.0314 2020-10-04 11:23:51,942 - mmaction - INFO - Epoch [63][620/999] lr: 5.173e-01, eta: 2 days, 6:16:27, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5348, loss_cls: 3.3794, loss: 3.3794, grad_norm: 1.0279 2020-10-04 11:24:11,846 - mmaction - INFO - Epoch [63][640/999] lr: 5.173e-01, eta: 2 days, 6:16:05, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5348, loss_cls: 3.4120, loss: 3.4120, grad_norm: 1.0301 2020-10-04 11:24:31,690 - mmaction - INFO - Epoch [63][660/999] lr: 5.173e-01, eta: 2 days, 6:15:44, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5236, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.0105 2020-10-04 11:24:51,558 - mmaction - INFO - Epoch [63][680/999] lr: 5.173e-01, eta: 2 days, 6:15:23, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5286, loss_cls: 3.4270, loss: 3.4270, grad_norm: 1.0409 2020-10-04 11:25:11,575 - mmaction - INFO - Epoch [63][700/999] lr: 5.173e-01, eta: 2 days, 6:15:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5273, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.0328 2020-10-04 11:25:31,555 - mmaction - INFO - Epoch [63][720/999] lr: 5.173e-01, eta: 2 days, 6:14:41, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2758, top5_acc: 0.5128, loss_cls: 3.4909, loss: 3.4909, grad_norm: 1.0413 2020-10-04 11:25:51,467 - mmaction - INFO - Epoch [63][740/999] lr: 5.173e-01, eta: 2 days, 6:14:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5277, loss_cls: 3.4514, loss: 3.4514, grad_norm: 1.0408 2020-10-04 11:26:11,345 - mmaction - INFO - Epoch [63][760/999] lr: 5.173e-01, eta: 2 days, 6:13:58, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5275, loss_cls: 3.4331, loss: 3.4331, grad_norm: 1.0415 2020-10-04 11:26:31,233 - mmaction - INFO - Epoch [63][780/999] lr: 5.173e-01, eta: 2 days, 6:13:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5225, loss_cls: 3.4381, loss: 3.4381, grad_norm: 1.0318 2020-10-04 11:26:51,038 - mmaction - INFO - Epoch [63][800/999] lr: 5.173e-01, eta: 2 days, 6:13:16, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2883, top5_acc: 0.5264, loss_cls: 3.4216, loss: 3.4216, grad_norm: 1.0283 2020-10-04 11:27:11,051 - mmaction - INFO - Epoch [63][820/999] lr: 5.173e-01, eta: 2 days, 6:12:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2836, top5_acc: 0.5232, loss_cls: 3.4282, loss: 3.4282, grad_norm: 1.0383 2020-10-04 11:27:31,088 - mmaction - INFO - Epoch [63][840/999] lr: 5.173e-01, eta: 2 days, 6:12:34, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2775, top5_acc: 0.5197, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.0291 2020-10-04 11:27:50,901 - mmaction - INFO - Epoch [63][860/999] lr: 5.173e-01, eta: 2 days, 6:12:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5245, loss_cls: 3.4547, loss: 3.4547, grad_norm: 1.0420 2020-10-04 11:28:10,755 - mmaction - INFO - Epoch [63][880/999] lr: 5.173e-01, eta: 2 days, 6:11:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5273, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.0339 2020-10-04 11:28:30,572 - mmaction - INFO - Epoch [63][900/999] lr: 5.173e-01, eta: 2 days, 6:11:30, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5328, loss_cls: 3.4231, loss: 3.4231, grad_norm: 1.0469 2020-10-04 11:28:50,426 - mmaction - INFO - Epoch [63][920/999] lr: 5.173e-01, eta: 2 days, 6:11:08, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5279, loss_cls: 3.4114, loss: 3.4114, grad_norm: 1.0243 2020-10-04 11:29:10,270 - mmaction - INFO - Epoch [63][940/999] lr: 5.173e-01, eta: 2 days, 6:10:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5285, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.0565 2020-10-04 11:29:30,200 - mmaction - INFO - Epoch [63][960/999] lr: 5.173e-01, eta: 2 days, 6:10:26, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2797, top5_acc: 0.5190, loss_cls: 3.4645, loss: 3.4645, grad_norm: 1.0172 2020-10-04 11:29:50,092 - mmaction - INFO - Epoch [63][980/999] lr: 5.173e-01, eta: 2 days, 6:10:04, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5276, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0424 2020-10-04 11:31:00,009 - mmaction - INFO - Epoch [64][20/999] lr: 5.147e-01, eta: 2 days, 6:09:56, time: 2.486, data_time: 1.369, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5335, loss_cls: 3.4195, loss: 3.4195, grad_norm: 1.0327 2020-10-04 11:31:19,664 - mmaction - INFO - Epoch [64][40/999] lr: 5.147e-01, eta: 2 days, 6:09:34, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2926, top5_acc: 0.5361, loss_cls: 3.3814, loss: 3.3814, grad_norm: 1.0325 2020-10-04 11:31:39,496 - mmaction - INFO - Epoch [64][60/999] lr: 5.147e-01, eta: 2 days, 6:09:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5297, loss_cls: 3.4224, loss: 3.4224, grad_norm: 1.0330 2020-10-04 11:31:59,303 - mmaction - INFO - Epoch [64][80/999] lr: 5.147e-01, eta: 2 days, 6:08:51, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2906, top5_acc: 0.5401, loss_cls: 3.3794, loss: 3.3794, grad_norm: 1.0371 2020-10-04 11:32:19,131 - mmaction - INFO - Epoch [64][100/999] lr: 5.147e-01, eta: 2 days, 6:08:30, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2844, top5_acc: 0.5310, loss_cls: 3.4046, loss: 3.4046, grad_norm: 1.0509 2020-10-04 11:32:39,122 - mmaction - INFO - Epoch [64][120/999] lr: 5.147e-01, eta: 2 days, 6:08:09, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5191, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.0329 2020-10-04 11:32:59,076 - mmaction - INFO - Epoch [64][140/999] lr: 5.147e-01, eta: 2 days, 6:07:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5298, loss_cls: 3.4035, loss: 3.4035, grad_norm: 1.0422 2020-10-04 11:33:18,978 - mmaction - INFO - Epoch [64][160/999] lr: 5.147e-01, eta: 2 days, 6:07:27, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5294, loss_cls: 3.4283, loss: 3.4283, grad_norm: 1.0443 2020-10-04 11:33:38,941 - mmaction - INFO - Epoch [64][180/999] lr: 5.147e-01, eta: 2 days, 6:07:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5383, loss_cls: 3.3963, loss: 3.3963, grad_norm: 1.0388 2020-10-04 11:33:58,857 - mmaction - INFO - Epoch [64][200/999] lr: 5.147e-01, eta: 2 days, 6:06:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5328, loss_cls: 3.4193, loss: 3.4193, grad_norm: 1.0428 2020-10-04 11:34:18,749 - mmaction - INFO - Epoch [64][220/999] lr: 5.147e-01, eta: 2 days, 6:06:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5228, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.0572 2020-10-04 11:34:38,593 - mmaction - INFO - Epoch [64][240/999] lr: 5.147e-01, eta: 2 days, 6:06:02, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5257, loss_cls: 3.4105, loss: 3.4105, grad_norm: 1.0207 2020-10-04 11:34:58,511 - mmaction - INFO - Epoch [64][260/999] lr: 5.147e-01, eta: 2 days, 6:05:41, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5413, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.0343 2020-10-04 11:35:18,353 - mmaction - INFO - Epoch [64][280/999] lr: 5.147e-01, eta: 2 days, 6:05:19, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5293, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.0460 2020-10-04 11:35:38,258 - mmaction - INFO - Epoch [64][300/999] lr: 5.147e-01, eta: 2 days, 6:04:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2789, top5_acc: 0.5059, loss_cls: 3.4807, loss: 3.4807, grad_norm: 1.0360 2020-10-04 11:35:58,206 - mmaction - INFO - Epoch [64][320/999] lr: 5.147e-01, eta: 2 days, 6:04:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5293, loss_cls: 3.4223, loss: 3.4223, grad_norm: 1.0241 2020-10-04 11:36:18,100 - mmaction - INFO - Epoch [64][340/999] lr: 5.147e-01, eta: 2 days, 6:04:16, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5212, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.0480 2020-10-04 11:36:37,972 - mmaction - INFO - Epoch [64][360/999] lr: 5.147e-01, eta: 2 days, 6:03:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2844, top5_acc: 0.5230, loss_cls: 3.4197, loss: 3.4197, grad_norm: 1.0208 2020-10-04 11:36:57,855 - mmaction - INFO - Epoch [64][380/999] lr: 5.147e-01, eta: 2 days, 6:03:33, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5384, loss_cls: 3.3790, loss: 3.3790, grad_norm: 1.0393 2020-10-04 11:37:17,724 - mmaction - INFO - Epoch [64][400/999] lr: 5.147e-01, eta: 2 days, 6:03:12, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5289, loss_cls: 3.4333, loss: 3.4333, grad_norm: 1.0501 2020-10-04 11:37:37,660 - mmaction - INFO - Epoch [64][420/999] lr: 5.147e-01, eta: 2 days, 6:02:51, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2729, top5_acc: 0.5188, loss_cls: 3.4443, loss: 3.4443, grad_norm: 1.0264 2020-10-04 11:37:57,579 - mmaction - INFO - Epoch [64][440/999] lr: 5.147e-01, eta: 2 days, 6:02:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2918, top5_acc: 0.5359, loss_cls: 3.3842, loss: 3.3842, grad_norm: 1.0345 2020-10-04 11:38:17,481 - mmaction - INFO - Epoch [64][460/999] lr: 5.147e-01, eta: 2 days, 6:02:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5293, loss_cls: 3.4086, loss: 3.4086, grad_norm: 1.0284 2020-10-04 11:38:37,356 - mmaction - INFO - Epoch [64][480/999] lr: 5.147e-01, eta: 2 days, 6:01:47, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5270, loss_cls: 3.4319, loss: 3.4319, grad_norm: 1.0346 2020-10-04 11:38:57,334 - mmaction - INFO - Epoch [64][500/999] lr: 5.147e-01, eta: 2 days, 6:01:26, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5229, loss_cls: 3.4311, loss: 3.4311, grad_norm: 1.0481 2020-10-04 11:39:17,193 - mmaction - INFO - Epoch [64][520/999] lr: 5.147e-01, eta: 2 days, 6:01:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5250, loss_cls: 3.3999, loss: 3.3999, grad_norm: 1.0246 2020-10-04 11:39:37,111 - mmaction - INFO - Epoch [64][540/999] lr: 5.147e-01, eta: 2 days, 6:00:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5366, loss_cls: 3.3871, loss: 3.3871, grad_norm: 1.0324 2020-10-04 11:39:56,958 - mmaction - INFO - Epoch [64][560/999] lr: 5.147e-01, eta: 2 days, 6:00:22, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2918, top5_acc: 0.5389, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0289 2020-10-04 11:40:16,954 - mmaction - INFO - Epoch [64][580/999] lr: 5.147e-01, eta: 2 days, 6:00:01, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5178, loss_cls: 3.4584, loss: 3.4584, grad_norm: 1.0551 2020-10-04 11:40:36,854 - mmaction - INFO - Epoch [64][600/999] lr: 5.147e-01, eta: 2 days, 5:59:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5283, loss_cls: 3.4010, loss: 3.4010, grad_norm: 1.0351 2020-10-04 11:40:56,736 - mmaction - INFO - Epoch [64][620/999] lr: 5.147e-01, eta: 2 days, 5:59:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5293, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0234 2020-10-04 11:41:16,610 - mmaction - INFO - Epoch [64][640/999] lr: 5.147e-01, eta: 2 days, 5:58:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5353, loss_cls: 3.4152, loss: 3.4152, grad_norm: 1.0271 2020-10-04 11:41:36,604 - mmaction - INFO - Epoch [64][660/999] lr: 5.147e-01, eta: 2 days, 5:58:37, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2799, top5_acc: 0.5224, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.0431 2020-10-04 11:41:56,521 - mmaction - INFO - Epoch [64][680/999] lr: 5.147e-01, eta: 2 days, 5:58:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5289, loss_cls: 3.4204, loss: 3.4204, grad_norm: 1.0302 2020-10-04 11:42:16,376 - mmaction - INFO - Epoch [64][700/999] lr: 5.147e-01, eta: 2 days, 5:57:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5251, loss_cls: 3.4235, loss: 3.4235, grad_norm: 1.0464 2020-10-04 11:42:36,321 - mmaction - INFO - Epoch [64][720/999] lr: 5.147e-01, eta: 2 days, 5:57:33, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2852, top5_acc: 0.5263, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.0399 2020-10-04 11:42:56,238 - mmaction - INFO - Epoch [64][740/999] lr: 5.147e-01, eta: 2 days, 5:57:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5247, loss_cls: 3.4550, loss: 3.4550, grad_norm: 1.0294 2020-10-04 11:43:16,180 - mmaction - INFO - Epoch [64][760/999] lr: 5.147e-01, eta: 2 days, 5:56:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5290, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.0269 2020-10-04 11:43:36,046 - mmaction - INFO - Epoch [64][780/999] lr: 5.147e-01, eta: 2 days, 5:56:29, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2819, top5_acc: 0.5236, loss_cls: 3.4472, loss: 3.4472, grad_norm: 1.0479 2020-10-04 11:43:55,917 - mmaction - INFO - Epoch [64][800/999] lr: 5.147e-01, eta: 2 days, 5:56:08, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5443, loss_cls: 3.3809, loss: 3.3809, grad_norm: 1.0281 2020-10-04 11:44:15,850 - mmaction - INFO - Epoch [64][820/999] lr: 5.147e-01, eta: 2 days, 5:55:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5197, loss_cls: 3.4467, loss: 3.4467, grad_norm: 1.0395 2020-10-04 11:44:35,792 - mmaction - INFO - Epoch [64][840/999] lr: 5.147e-01, eta: 2 days, 5:55:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2871, top5_acc: 0.5284, loss_cls: 3.4348, loss: 3.4348, grad_norm: 1.0456 2020-10-04 11:44:55,678 - mmaction - INFO - Epoch [64][860/999] lr: 5.147e-01, eta: 2 days, 5:55:05, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5236, loss_cls: 3.4399, loss: 3.4399, grad_norm: 1.0586 2020-10-04 11:45:15,558 - mmaction - INFO - Epoch [64][880/999] lr: 5.147e-01, eta: 2 days, 5:54:43, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5277, loss_cls: 3.4240, loss: 3.4240, grad_norm: 1.0356 2020-10-04 11:45:35,553 - mmaction - INFO - Epoch [64][900/999] lr: 5.147e-01, eta: 2 days, 5:54:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2776, top5_acc: 0.5327, loss_cls: 3.4150, loss: 3.4150, grad_norm: 1.0423 2020-10-04 11:45:55,410 - mmaction - INFO - Epoch [64][920/999] lr: 5.147e-01, eta: 2 days, 5:54:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5423, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.0279 2020-10-04 11:46:15,368 - mmaction - INFO - Epoch [64][940/999] lr: 5.147e-01, eta: 2 days, 5:53:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5301, loss_cls: 3.4354, loss: 3.4354, grad_norm: 1.0278 2020-10-04 11:46:35,153 - mmaction - INFO - Epoch [64][960/999] lr: 5.147e-01, eta: 2 days, 5:53:19, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5212, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0305 2020-10-04 11:46:55,075 - mmaction - INFO - Epoch [64][980/999] lr: 5.147e-01, eta: 2 days, 5:52:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5260, loss_cls: 3.4462, loss: 3.4462, grad_norm: 1.0696 2020-10-04 11:47:14,055 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-10-04 11:48:27,804 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 11:48:29,408 - mmaction - INFO - top1_acc 0.3534 top5_acc 0.6281 2020-10-04 11:48:29,408 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 11:48:29,501 - mmaction - INFO - mean_acc 0.3513 2020-10-04 11:48:29,501 - mmaction - INFO - Now best checkpoint is epoch_64.pth 2020-10-04 11:48:29,536 - mmaction - INFO - Epoch(val) [64][999] top1_acc: 0.3534, top5_acc: 0.6281, mean_class_accuracy: 0.3513 2020-10-04 11:49:17,443 - mmaction - INFO - Epoch [65][20/999] lr: 5.121e-01, eta: 2 days, 5:52:43, time: 2.393, data_time: 1.303, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5275, loss_cls: 3.4182, loss: 3.4182, grad_norm: 1.0227 2020-10-04 11:49:37,085 - mmaction - INFO - Epoch [65][40/999] lr: 5.121e-01, eta: 2 days, 5:52:21, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5421, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.0429 2020-10-04 11:49:56,763 - mmaction - INFO - Epoch [65][60/999] lr: 5.121e-01, eta: 2 days, 5:51:59, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2771, top5_acc: 0.5249, loss_cls: 3.4212, loss: 3.4212, grad_norm: 1.0638 2020-10-04 11:50:16,571 - mmaction - INFO - Epoch [65][80/999] lr: 5.121e-01, eta: 2 days, 5:51:38, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5331, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.0125 2020-10-04 11:50:36,450 - mmaction - INFO - Epoch [65][100/999] lr: 5.121e-01, eta: 2 days, 5:51:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2969, top5_acc: 0.5342, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.0189 2020-10-04 11:50:56,472 - mmaction - INFO - Epoch [65][120/999] lr: 5.121e-01, eta: 2 days, 5:50:56, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5303, loss_cls: 3.4029, loss: 3.4029, grad_norm: 1.0547 2020-10-04 11:51:16,306 - mmaction - INFO - Epoch [65][140/999] lr: 5.121e-01, eta: 2 days, 5:50:35, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5232, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.0482 2020-10-04 11:51:36,213 - mmaction - INFO - Epoch [65][160/999] lr: 5.121e-01, eta: 2 days, 5:50:13, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5397, loss_cls: 3.3808, loss: 3.3808, grad_norm: 1.0362 2020-10-04 11:51:56,034 - mmaction - INFO - Epoch [65][180/999] lr: 5.121e-01, eta: 2 days, 5:49:52, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5393, loss_cls: 3.3793, loss: 3.3793, grad_norm: 1.0456 2020-10-04 11:52:15,999 - mmaction - INFO - Epoch [65][200/999] lr: 5.121e-01, eta: 2 days, 5:49:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5344, loss_cls: 3.3940, loss: 3.3940, grad_norm: 1.0379 2020-10-04 11:52:36,038 - mmaction - INFO - Epoch [65][220/999] lr: 5.121e-01, eta: 2 days, 5:49:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5333, loss_cls: 3.3927, loss: 3.3927, grad_norm: 1.0460 2020-10-04 11:52:55,944 - mmaction - INFO - Epoch [65][240/999] lr: 5.121e-01, eta: 2 days, 5:48:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5264, loss_cls: 3.4327, loss: 3.4327, grad_norm: 1.0365 2020-10-04 11:53:15,707 - mmaction - INFO - Epoch [65][260/999] lr: 5.121e-01, eta: 2 days, 5:48:27, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5313, loss_cls: 3.4050, loss: 3.4050, grad_norm: 1.0527 2020-10-04 11:53:35,666 - mmaction - INFO - Epoch [65][280/999] lr: 5.121e-01, eta: 2 days, 5:48:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2871, top5_acc: 0.5348, loss_cls: 3.3893, loss: 3.3893, grad_norm: 1.0431 2020-10-04 11:53:55,600 - mmaction - INFO - Epoch [65][300/999] lr: 5.121e-01, eta: 2 days, 5:47:45, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5306, loss_cls: 3.3705, loss: 3.3705, grad_norm: 1.0463 2020-10-04 11:54:15,593 - mmaction - INFO - Epoch [65][320/999] lr: 5.121e-01, eta: 2 days, 5:47:24, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5225, loss_cls: 3.4723, loss: 3.4723, grad_norm: 1.0460 2020-10-04 11:54:35,565 - mmaction - INFO - Epoch [65][340/999] lr: 5.121e-01, eta: 2 days, 5:47:03, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2801, top5_acc: 0.5247, loss_cls: 3.4521, loss: 3.4521, grad_norm: 1.0185 2020-10-04 11:54:55,422 - mmaction - INFO - Epoch [65][360/999] lr: 5.121e-01, eta: 2 days, 5:46:42, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2852, top5_acc: 0.5284, loss_cls: 3.4346, loss: 3.4346, grad_norm: 1.0228 2020-10-04 11:55:15,314 - mmaction - INFO - Epoch [65][380/999] lr: 5.121e-01, eta: 2 days, 5:46:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5460, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0545 2020-10-04 11:55:35,125 - mmaction - INFO - Epoch [65][400/999] lr: 5.121e-01, eta: 2 days, 5:45:59, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2721, top5_acc: 0.5169, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.0431 2020-10-04 11:55:55,118 - mmaction - INFO - Epoch [65][420/999] lr: 5.121e-01, eta: 2 days, 5:45:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5451, loss_cls: 3.3331, loss: 3.3331, grad_norm: 1.0420 2020-10-04 11:56:14,994 - mmaction - INFO - Epoch [65][440/999] lr: 5.121e-01, eta: 2 days, 5:45:17, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2839, top5_acc: 0.5257, loss_cls: 3.4653, loss: 3.4653, grad_norm: 1.0703 2020-10-04 11:56:34,857 - mmaction - INFO - Epoch [65][460/999] lr: 5.121e-01, eta: 2 days, 5:44:56, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2781, top5_acc: 0.5275, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.0444 2020-10-04 11:56:54,801 - mmaction - INFO - Epoch [65][480/999] lr: 5.121e-01, eta: 2 days, 5:44:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.4240, loss: 3.4240, grad_norm: 1.0302 2020-10-04 11:57:14,814 - mmaction - INFO - Epoch [65][500/999] lr: 5.121e-01, eta: 2 days, 5:44:14, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5303, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.0374 2020-10-04 11:57:34,685 - mmaction - INFO - Epoch [65][520/999] lr: 5.121e-01, eta: 2 days, 5:43:53, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2772, top5_acc: 0.5246, loss_cls: 3.4467, loss: 3.4467, grad_norm: 1.0563 2020-10-04 11:57:54,628 - mmaction - INFO - Epoch [65][540/999] lr: 5.121e-01, eta: 2 days, 5:43:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5345, loss_cls: 3.3813, loss: 3.3813, grad_norm: 1.0544 2020-10-04 11:58:14,553 - mmaction - INFO - Epoch [65][560/999] lr: 5.121e-01, eta: 2 days, 5:43:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2835, top5_acc: 0.5336, loss_cls: 3.4274, loss: 3.4274, grad_norm: 1.0444 2020-10-04 11:58:34,513 - mmaction - INFO - Epoch [65][580/999] lr: 5.121e-01, eta: 2 days, 5:42:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5312, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.0263 2020-10-04 11:58:54,448 - mmaction - INFO - Epoch [65][600/999] lr: 5.121e-01, eta: 2 days, 5:42:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5342, loss_cls: 3.4199, loss: 3.4199, grad_norm: 1.0361 2020-10-04 11:59:14,303 - mmaction - INFO - Epoch [65][620/999] lr: 5.121e-01, eta: 2 days, 5:42:07, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5223, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.0271 2020-10-04 11:59:34,188 - mmaction - INFO - Epoch [65][640/999] lr: 5.121e-01, eta: 2 days, 5:41:46, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5299, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.0285 2020-10-04 11:59:54,166 - mmaction - INFO - Epoch [65][660/999] lr: 5.121e-01, eta: 2 days, 5:41:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5328, loss_cls: 3.3844, loss: 3.3844, grad_norm: 1.0474 2020-10-04 12:00:16,030 - mmaction - INFO - Epoch [65][680/999] lr: 5.121e-01, eta: 2 days, 5:41:10, time: 1.094, data_time: 0.003, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5280, loss_cls: 3.4130, loss: 3.4130, grad_norm: 1.0347 2020-10-04 12:00:36,069 - mmaction - INFO - Epoch [65][700/999] lr: 5.121e-01, eta: 2 days, 5:40:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5372, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.0323 2020-10-04 12:00:56,013 - mmaction - INFO - Epoch [65][720/999] lr: 5.121e-01, eta: 2 days, 5:40:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5370, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.0541 2020-10-04 12:01:15,884 - mmaction - INFO - Epoch [65][740/999] lr: 5.121e-01, eta: 2 days, 5:40:06, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5194, loss_cls: 3.4622, loss: 3.4622, grad_norm: 1.0440 2020-10-04 12:01:35,817 - mmaction - INFO - Epoch [65][760/999] lr: 5.121e-01, eta: 2 days, 5:39:45, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5299, loss_cls: 3.4305, loss: 3.4305, grad_norm: 1.0233 2020-10-04 12:01:55,743 - mmaction - INFO - Epoch [65][780/999] lr: 5.121e-01, eta: 2 days, 5:39:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2792, top5_acc: 0.5250, loss_cls: 3.4580, loss: 3.4580, grad_norm: 1.0424 2020-10-04 12:02:15,667 - mmaction - INFO - Epoch [65][800/999] lr: 5.121e-01, eta: 2 days, 5:39:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2918, top5_acc: 0.5380, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.0305 2020-10-04 12:02:35,557 - mmaction - INFO - Epoch [65][820/999] lr: 5.121e-01, eta: 2 days, 5:38:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2785, top5_acc: 0.5255, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.0543 2020-10-04 12:02:55,449 - mmaction - INFO - Epoch [65][840/999] lr: 5.121e-01, eta: 2 days, 5:38:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5253, loss_cls: 3.4530, loss: 3.4530, grad_norm: 1.0535 2020-10-04 12:03:15,332 - mmaction - INFO - Epoch [65][860/999] lr: 5.121e-01, eta: 2 days, 5:37:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5380, loss_cls: 3.4195, loss: 3.4195, grad_norm: 1.0281 2020-10-04 12:03:35,328 - mmaction - INFO - Epoch [65][880/999] lr: 5.121e-01, eta: 2 days, 5:37:39, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5345, loss_cls: 3.4143, loss: 3.4143, grad_norm: 1.0192 2020-10-04 12:03:55,341 - mmaction - INFO - Epoch [65][900/999] lr: 5.121e-01, eta: 2 days, 5:37:18, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5427, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.0317 2020-10-04 12:04:15,264 - mmaction - INFO - Epoch [65][920/999] lr: 5.121e-01, eta: 2 days, 5:36:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5227, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.0259 2020-10-04 12:04:35,157 - mmaction - INFO - Epoch [65][940/999] lr: 5.121e-01, eta: 2 days, 5:36:35, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5255, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.0348 2020-10-04 12:04:55,034 - mmaction - INFO - Epoch [65][960/999] lr: 5.121e-01, eta: 2 days, 5:36:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5262, loss_cls: 3.4286, loss: 3.4286, grad_norm: 1.0385 2020-10-04 12:05:15,055 - mmaction - INFO - Epoch [65][980/999] lr: 5.121e-01, eta: 2 days, 5:35:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5283, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.0215 2020-10-04 12:06:29,289 - mmaction - INFO - Epoch [66][20/999] lr: 5.095e-01, eta: 2 days, 5:35:56, time: 2.685, data_time: 1.699, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5335, loss_cls: 3.4021, loss: 3.4021, grad_norm: 1.0285 2020-10-04 12:06:48,980 - mmaction - INFO - Epoch [66][40/999] lr: 5.095e-01, eta: 2 days, 5:35:34, time: 0.985, data_time: 0.005, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5310, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.0495 2020-10-04 12:07:08,808 - mmaction - INFO - Epoch [66][60/999] lr: 5.095e-01, eta: 2 days, 5:35:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5283, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.0365 2020-10-04 12:07:28,627 - mmaction - INFO - Epoch [66][80/999] lr: 5.095e-01, eta: 2 days, 5:34:51, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5299, loss_cls: 3.4234, loss: 3.4234, grad_norm: 1.0168 2020-10-04 12:07:48,625 - mmaction - INFO - Epoch [66][100/999] lr: 5.095e-01, eta: 2 days, 5:34:31, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5367, loss_cls: 3.3597, loss: 3.3597, grad_norm: 1.0527 2020-10-04 12:08:08,538 - mmaction - INFO - Epoch [66][120/999] lr: 5.095e-01, eta: 2 days, 5:34:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5246, loss_cls: 3.4104, loss: 3.4104, grad_norm: 1.0412 2020-10-04 12:08:28,396 - mmaction - INFO - Epoch [66][140/999] lr: 5.095e-01, eta: 2 days, 5:33:48, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5331, loss_cls: 3.3996, loss: 3.3996, grad_norm: 1.0217 2020-10-04 12:08:48,352 - mmaction - INFO - Epoch [66][160/999] lr: 5.095e-01, eta: 2 days, 5:33:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5296, loss_cls: 3.3970, loss: 3.3970, grad_norm: 1.0303 2020-10-04 12:09:08,173 - mmaction - INFO - Epoch [66][180/999] lr: 5.095e-01, eta: 2 days, 5:33:06, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5314, loss_cls: 3.3675, loss: 3.3675, grad_norm: 1.0472 2020-10-04 12:09:28,071 - mmaction - INFO - Epoch [66][200/999] lr: 5.095e-01, eta: 2 days, 5:32:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5243, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.0688 2020-10-04 12:09:48,031 - mmaction - INFO - Epoch [66][220/999] lr: 5.095e-01, eta: 2 days, 5:32:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2719, top5_acc: 0.5246, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.0395 2020-10-04 12:10:07,861 - mmaction - INFO - Epoch [66][240/999] lr: 5.095e-01, eta: 2 days, 5:32:02, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5368, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.0396 2020-10-04 12:10:27,768 - mmaction - INFO - Epoch [66][260/999] lr: 5.095e-01, eta: 2 days, 5:31:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5331, loss_cls: 3.4142, loss: 3.4142, grad_norm: 1.0431 2020-10-04 12:10:47,725 - mmaction - INFO - Epoch [66][280/999] lr: 5.095e-01, eta: 2 days, 5:31:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5376, loss_cls: 3.3798, loss: 3.3798, grad_norm: 1.0386 2020-10-04 12:11:07,699 - mmaction - INFO - Epoch [66][300/999] lr: 5.095e-01, eta: 2 days, 5:30:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5333, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.0519 2020-10-04 12:11:27,636 - mmaction - INFO - Epoch [66][320/999] lr: 5.095e-01, eta: 2 days, 5:30:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2845, top5_acc: 0.5268, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.0367 2020-10-04 12:11:47,555 - mmaction - INFO - Epoch [66][340/999] lr: 5.095e-01, eta: 2 days, 5:30:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5323, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.0540 2020-10-04 12:12:07,450 - mmaction - INFO - Epoch [66][360/999] lr: 5.095e-01, eta: 2 days, 5:29:56, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5355, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0370 2020-10-04 12:12:27,396 - mmaction - INFO - Epoch [66][380/999] lr: 5.095e-01, eta: 2 days, 5:29:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5275, loss_cls: 3.3938, loss: 3.3938, grad_norm: 1.0374 2020-10-04 12:12:47,270 - mmaction - INFO - Epoch [66][400/999] lr: 5.095e-01, eta: 2 days, 5:29:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5393, loss_cls: 3.3939, loss: 3.3939, grad_norm: 1.0304 2020-10-04 12:13:07,070 - mmaction - INFO - Epoch [66][420/999] lr: 5.095e-01, eta: 2 days, 5:28:52, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5344, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.0429 2020-10-04 12:13:27,004 - mmaction - INFO - Epoch [66][440/999] lr: 5.095e-01, eta: 2 days, 5:28:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2839, top5_acc: 0.5181, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.0446 2020-10-04 12:13:46,951 - mmaction - INFO - Epoch [66][460/999] lr: 5.095e-01, eta: 2 days, 5:28:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5350, loss_cls: 3.4009, loss: 3.4009, grad_norm: 1.0383 2020-10-04 12:14:06,825 - mmaction - INFO - Epoch [66][480/999] lr: 5.095e-01, eta: 2 days, 5:27:48, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5409, loss_cls: 3.3732, loss: 3.3732, grad_norm: 1.0460 2020-10-04 12:14:26,800 - mmaction - INFO - Epoch [66][500/999] lr: 5.095e-01, eta: 2 days, 5:27:27, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5310, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.0600 2020-10-04 12:14:46,677 - mmaction - INFO - Epoch [66][520/999] lr: 5.095e-01, eta: 2 days, 5:27:06, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5361, loss_cls: 3.3778, loss: 3.3778, grad_norm: 1.0440 2020-10-04 12:15:06,594 - mmaction - INFO - Epoch [66][540/999] lr: 5.095e-01, eta: 2 days, 5:26:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5327, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0386 2020-10-04 12:15:26,523 - mmaction - INFO - Epoch [66][560/999] lr: 5.095e-01, eta: 2 days, 5:26:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5240, loss_cls: 3.4351, loss: 3.4351, grad_norm: 1.0367 2020-10-04 12:15:46,421 - mmaction - INFO - Epoch [66][580/999] lr: 5.095e-01, eta: 2 days, 5:26:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2790, top5_acc: 0.5206, loss_cls: 3.4258, loss: 3.4258, grad_norm: 1.0362 2020-10-04 12:16:06,265 - mmaction - INFO - Epoch [66][600/999] lr: 5.095e-01, eta: 2 days, 5:25:41, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5276, loss_cls: 3.4102, loss: 3.4102, grad_norm: 1.0585 2020-10-04 12:16:26,174 - mmaction - INFO - Epoch [66][620/999] lr: 5.095e-01, eta: 2 days, 5:25:20, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5368, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.0319 2020-10-04 12:16:46,165 - mmaction - INFO - Epoch [66][640/999] lr: 5.095e-01, eta: 2 days, 5:24:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5375, loss_cls: 3.3834, loss: 3.3834, grad_norm: 1.0295 2020-10-04 12:17:05,970 - mmaction - INFO - Epoch [66][660/999] lr: 5.095e-01, eta: 2 days, 5:24:38, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2921, top5_acc: 0.5423, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.0424 2020-10-04 12:17:25,819 - mmaction - INFO - Epoch [66][680/999] lr: 5.095e-01, eta: 2 days, 5:24:17, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5234, loss_cls: 3.4277, loss: 3.4277, grad_norm: 1.0477 2020-10-04 12:17:45,735 - mmaction - INFO - Epoch [66][700/999] lr: 5.095e-01, eta: 2 days, 5:23:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5277, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.0265 2020-10-04 12:18:05,448 - mmaction - INFO - Epoch [66][720/999] lr: 5.095e-01, eta: 2 days, 5:23:34, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5319, loss_cls: 3.4252, loss: 3.4252, grad_norm: 1.0456 2020-10-04 12:18:25,353 - mmaction - INFO - Epoch [66][740/999] lr: 5.095e-01, eta: 2 days, 5:23:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5230, loss_cls: 3.4346, loss: 3.4346, grad_norm: 1.0386 2020-10-04 12:18:45,238 - mmaction - INFO - Epoch [66][760/999] lr: 5.095e-01, eta: 2 days, 5:22:52, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5348, loss_cls: 3.3880, loss: 3.3880, grad_norm: 1.0359 2020-10-04 12:19:05,121 - mmaction - INFO - Epoch [66][780/999] lr: 5.095e-01, eta: 2 days, 5:22:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5234, loss_cls: 3.4423, loss: 3.4423, grad_norm: 1.0236 2020-10-04 12:19:25,102 - mmaction - INFO - Epoch [66][800/999] lr: 5.095e-01, eta: 2 days, 5:22:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2824, top5_acc: 0.5238, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.0320 2020-10-04 12:19:45,056 - mmaction - INFO - Epoch [66][820/999] lr: 5.095e-01, eta: 2 days, 5:21:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2836, top5_acc: 0.5275, loss_cls: 3.4092, loss: 3.4092, grad_norm: 1.0409 2020-10-04 12:20:05,030 - mmaction - INFO - Epoch [66][840/999] lr: 5.095e-01, eta: 2 days, 5:21:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5254, loss_cls: 3.4142, loss: 3.4142, grad_norm: 1.0323 2020-10-04 12:20:24,955 - mmaction - INFO - Epoch [66][860/999] lr: 5.095e-01, eta: 2 days, 5:21:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5263, loss_cls: 3.4330, loss: 3.4330, grad_norm: 1.0351 2020-10-04 12:20:44,943 - mmaction - INFO - Epoch [66][880/999] lr: 5.095e-01, eta: 2 days, 5:20:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5259, loss_cls: 3.4178, loss: 3.4178, grad_norm: 1.0556 2020-10-04 12:21:04,893 - mmaction - INFO - Epoch [66][900/999] lr: 5.095e-01, eta: 2 days, 5:20:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5245, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.0298 2020-10-04 12:21:24,906 - mmaction - INFO - Epoch [66][920/999] lr: 5.095e-01, eta: 2 days, 5:20:04, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2794, top5_acc: 0.5242, loss_cls: 3.4193, loss: 3.4193, grad_norm: 1.0343 2020-10-04 12:21:44,778 - mmaction - INFO - Epoch [66][940/999] lr: 5.095e-01, eta: 2 days, 5:19:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5242, loss_cls: 3.4280, loss: 3.4280, grad_norm: 1.0367 2020-10-04 12:22:04,810 - mmaction - INFO - Epoch [66][960/999] lr: 5.095e-01, eta: 2 days, 5:19:22, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5328, loss_cls: 3.4032, loss: 3.4032, grad_norm: 1.0502 2020-10-04 12:22:24,729 - mmaction - INFO - Epoch [66][980/999] lr: 5.095e-01, eta: 2 days, 5:19:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5320, loss_cls: 3.4178, loss: 3.4178, grad_norm: 1.0323 2020-10-04 12:23:33,327 - mmaction - INFO - Epoch [67][20/999] lr: 5.069e-01, eta: 2 days, 5:18:50, time: 2.473, data_time: 1.370, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5404, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0367 2020-10-04 12:23:53,047 - mmaction - INFO - Epoch [67][40/999] lr: 5.069e-01, eta: 2 days, 5:18:28, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5348, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.0363 2020-10-04 12:24:12,824 - mmaction - INFO - Epoch [67][60/999] lr: 5.069e-01, eta: 2 days, 5:18:07, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2852, top5_acc: 0.5240, loss_cls: 3.4218, loss: 3.4218, grad_norm: 1.0521 2020-10-04 12:24:32,728 - mmaction - INFO - Epoch [67][80/999] lr: 5.069e-01, eta: 2 days, 5:17:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5302, loss_cls: 3.3845, loss: 3.3845, grad_norm: 1.0474 2020-10-04 12:24:52,611 - mmaction - INFO - Epoch [67][100/999] lr: 5.069e-01, eta: 2 days, 5:17:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5389, loss_cls: 3.3824, loss: 3.3824, grad_norm: 1.0439 2020-10-04 12:25:12,576 - mmaction - INFO - Epoch [67][120/999] lr: 5.069e-01, eta: 2 days, 5:17:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2918, top5_acc: 0.5379, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.0350 2020-10-04 12:25:32,516 - mmaction - INFO - Epoch [67][140/999] lr: 5.069e-01, eta: 2 days, 5:16:42, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5320, loss_cls: 3.3941, loss: 3.3941, grad_norm: 1.0494 2020-10-04 12:25:52,495 - mmaction - INFO - Epoch [67][160/999] lr: 5.069e-01, eta: 2 days, 5:16:21, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5408, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.0305 2020-10-04 12:26:12,391 - mmaction - INFO - Epoch [67][180/999] lr: 5.069e-01, eta: 2 days, 5:16:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5419, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0461 2020-10-04 12:26:32,311 - mmaction - INFO - Epoch [67][200/999] lr: 5.069e-01, eta: 2 days, 5:15:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5332, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.0633 2020-10-04 12:26:52,254 - mmaction - INFO - Epoch [67][220/999] lr: 5.069e-01, eta: 2 days, 5:15:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5462, loss_cls: 3.3344, loss: 3.3344, grad_norm: 1.0476 2020-10-04 12:27:12,098 - mmaction - INFO - Epoch [67][240/999] lr: 5.069e-01, eta: 2 days, 5:14:57, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5331, loss_cls: 3.4028, loss: 3.4028, grad_norm: 1.0502 2020-10-04 12:27:32,004 - mmaction - INFO - Epoch [67][260/999] lr: 5.069e-01, eta: 2 days, 5:14:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5204, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.0324 2020-10-04 12:27:51,812 - mmaction - INFO - Epoch [67][280/999] lr: 5.069e-01, eta: 2 days, 5:14:14, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5396, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.0565 2020-10-04 12:28:11,735 - mmaction - INFO - Epoch [67][300/999] lr: 5.069e-01, eta: 2 days, 5:13:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5312, loss_cls: 3.4193, loss: 3.4193, grad_norm: 1.0495 2020-10-04 12:28:31,672 - mmaction - INFO - Epoch [67][320/999] lr: 5.069e-01, eta: 2 days, 5:13:32, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5332, loss_cls: 3.3968, loss: 3.3968, grad_norm: 1.0510 2020-10-04 12:28:51,563 - mmaction - INFO - Epoch [67][340/999] lr: 5.069e-01, eta: 2 days, 5:13:11, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2883, top5_acc: 0.5413, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.0460 2020-10-04 12:29:11,598 - mmaction - INFO - Epoch [67][360/999] lr: 5.069e-01, eta: 2 days, 5:12:50, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2919, top5_acc: 0.5345, loss_cls: 3.4063, loss: 3.4063, grad_norm: 1.0631 2020-10-04 12:29:31,455 - mmaction - INFO - Epoch [67][380/999] lr: 5.069e-01, eta: 2 days, 5:12:29, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5254, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.0551 2020-10-04 12:29:51,384 - mmaction - INFO - Epoch [67][400/999] lr: 5.069e-01, eta: 2 days, 5:12:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.0460 2020-10-04 12:30:12,206 - mmaction - INFO - Epoch [67][420/999] lr: 5.069e-01, eta: 2 days, 5:11:49, time: 1.042, data_time: 0.003, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5445, loss_cls: 3.3450, loss: 3.3450, grad_norm: 1.0394 2020-10-04 12:30:32,185 - mmaction - INFO - Epoch [67][440/999] lr: 5.069e-01, eta: 2 days, 5:11:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5320, loss_cls: 3.4005, loss: 3.4005, grad_norm: 1.0453 2020-10-04 12:30:52,032 - mmaction - INFO - Epoch [67][460/999] lr: 5.069e-01, eta: 2 days, 5:11:07, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5207, loss_cls: 3.4406, loss: 3.4406, grad_norm: 1.0429 2020-10-04 12:31:11,955 - mmaction - INFO - Epoch [67][480/999] lr: 5.069e-01, eta: 2 days, 5:10:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5348, loss_cls: 3.4147, loss: 3.4147, grad_norm: 1.0377 2020-10-04 12:31:31,934 - mmaction - INFO - Epoch [67][500/999] lr: 5.069e-01, eta: 2 days, 5:10:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5297, loss_cls: 3.4191, loss: 3.4191, grad_norm: 1.0374 2020-10-04 12:31:51,857 - mmaction - INFO - Epoch [67][520/999] lr: 5.069e-01, eta: 2 days, 5:10:04, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5259, loss_cls: 3.4027, loss: 3.4027, grad_norm: 1.0499 2020-10-04 12:32:11,844 - mmaction - INFO - Epoch [67][540/999] lr: 5.069e-01, eta: 2 days, 5:09:43, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5327, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.0529 2020-10-04 12:32:31,752 - mmaction - INFO - Epoch [67][560/999] lr: 5.069e-01, eta: 2 days, 5:09:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5324, loss_cls: 3.4055, loss: 3.4055, grad_norm: 1.0368 2020-10-04 12:32:51,542 - mmaction - INFO - Epoch [67][580/999] lr: 5.069e-01, eta: 2 days, 5:09:01, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5309, loss_cls: 3.4037, loss: 3.4037, grad_norm: 1.0542 2020-10-04 12:33:11,523 - mmaction - INFO - Epoch [67][600/999] lr: 5.069e-01, eta: 2 days, 5:08:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2773, top5_acc: 0.5212, loss_cls: 3.4785, loss: 3.4785, grad_norm: 1.0362 2020-10-04 12:33:31,406 - mmaction - INFO - Epoch [67][620/999] lr: 5.069e-01, eta: 2 days, 5:08:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5307, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.0318 2020-10-04 12:33:51,304 - mmaction - INFO - Epoch [67][640/999] lr: 5.069e-01, eta: 2 days, 5:07:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5336, loss_cls: 3.4214, loss: 3.4214, grad_norm: 1.0453 2020-10-04 12:34:11,096 - mmaction - INFO - Epoch [67][660/999] lr: 5.069e-01, eta: 2 days, 5:07:36, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5281, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.0479 2020-10-04 12:34:31,106 - mmaction - INFO - Epoch [67][680/999] lr: 5.069e-01, eta: 2 days, 5:07:15, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5207, loss_cls: 3.4667, loss: 3.4667, grad_norm: 1.0463 2020-10-04 12:34:51,019 - mmaction - INFO - Epoch [67][700/999] lr: 5.069e-01, eta: 2 days, 5:06:54, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5328, loss_cls: 3.3782, loss: 3.3782, grad_norm: 1.0546 2020-10-04 12:35:10,873 - mmaction - INFO - Epoch [67][720/999] lr: 5.069e-01, eta: 2 days, 5:06:33, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2811, top5_acc: 0.5250, loss_cls: 3.4416, loss: 3.4416, grad_norm: 1.0282 2020-10-04 12:35:30,957 - mmaction - INFO - Epoch [67][740/999] lr: 5.069e-01, eta: 2 days, 5:06:12, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2755, top5_acc: 0.5130, loss_cls: 3.4919, loss: 3.4919, grad_norm: 1.0536 2020-10-04 12:35:50,857 - mmaction - INFO - Epoch [67][760/999] lr: 5.069e-01, eta: 2 days, 5:05:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5366, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.0285 2020-10-04 12:36:10,875 - mmaction - INFO - Epoch [67][780/999] lr: 5.069e-01, eta: 2 days, 5:05:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2924, top5_acc: 0.5273, loss_cls: 3.4123, loss: 3.4123, grad_norm: 1.0513 2020-10-04 12:36:30,732 - mmaction - INFO - Epoch [67][800/999] lr: 5.069e-01, eta: 2 days, 5:05:09, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5346, loss_cls: 3.4002, loss: 3.4002, grad_norm: 1.0367 2020-10-04 12:36:50,721 - mmaction - INFO - Epoch [67][820/999] lr: 5.069e-01, eta: 2 days, 5:04:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2815, top5_acc: 0.5270, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.0473 2020-10-04 12:37:10,578 - mmaction - INFO - Epoch [67][840/999] lr: 5.069e-01, eta: 2 days, 5:04:27, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2826, top5_acc: 0.5262, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.0493 2020-10-04 12:37:30,600 - mmaction - INFO - Epoch [67][860/999] lr: 5.069e-01, eta: 2 days, 5:04:06, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2793, top5_acc: 0.5336, loss_cls: 3.4308, loss: 3.4308, grad_norm: 1.0409 2020-10-04 12:37:50,416 - mmaction - INFO - Epoch [67][880/999] lr: 5.069e-01, eta: 2 days, 5:03:45, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5355, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.0619 2020-10-04 12:38:10,325 - mmaction - INFO - Epoch [67][900/999] lr: 5.069e-01, eta: 2 days, 5:03:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5241, loss_cls: 3.4327, loss: 3.4327, grad_norm: 1.0396 2020-10-04 12:38:30,235 - mmaction - INFO - Epoch [67][920/999] lr: 5.069e-01, eta: 2 days, 5:03:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5329, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.0412 2020-10-04 12:38:50,115 - mmaction - INFO - Epoch [67][940/999] lr: 5.069e-01, eta: 2 days, 5:02:41, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5408, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.0354 2020-10-04 12:39:10,059 - mmaction - INFO - Epoch [67][960/999] lr: 5.069e-01, eta: 2 days, 5:02:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5267, loss_cls: 3.4225, loss: 3.4225, grad_norm: 1.0382 2020-10-04 12:39:29,955 - mmaction - INFO - Epoch [67][980/999] lr: 5.069e-01, eta: 2 days, 5:01:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2970, top5_acc: 0.5320, loss_cls: 3.3950, loss: 3.3950, grad_norm: 1.0678 2020-10-04 12:40:39,118 - mmaction - INFO - Epoch [68][20/999] lr: 5.042e-01, eta: 2 days, 5:01:50, time: 2.504, data_time: 1.351, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5286, loss_cls: 3.4186, loss: 3.4186, grad_norm: 1.0338 2020-10-04 12:40:58,820 - mmaction - INFO - Epoch [68][40/999] lr: 5.042e-01, eta: 2 days, 5:01:28, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5284, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0589 2020-10-04 12:41:18,623 - mmaction - INFO - Epoch [68][60/999] lr: 5.042e-01, eta: 2 days, 5:01:07, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5279, loss_cls: 3.4175, loss: 3.4175, grad_norm: 1.0315 2020-10-04 12:41:38,447 - mmaction - INFO - Epoch [68][80/999] lr: 5.042e-01, eta: 2 days, 5:00:45, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5411, loss_cls: 3.3492, loss: 3.3492, grad_norm: 1.0552 2020-10-04 12:41:58,269 - mmaction - INFO - Epoch [68][100/999] lr: 5.042e-01, eta: 2 days, 5:00:24, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2945, top5_acc: 0.5378, loss_cls: 3.3878, loss: 3.3878, grad_norm: 1.0302 2020-10-04 12:42:18,231 - mmaction - INFO - Epoch [68][120/999] lr: 5.042e-01, eta: 2 days, 5:00:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5359, loss_cls: 3.4100, loss: 3.4100, grad_norm: 1.0516 2020-10-04 12:42:38,182 - mmaction - INFO - Epoch [68][140/999] lr: 5.042e-01, eta: 2 days, 4:59:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5430, loss_cls: 3.3715, loss: 3.3715, grad_norm: 1.0311 2020-10-04 12:42:58,100 - mmaction - INFO - Epoch [68][160/999] lr: 5.042e-01, eta: 2 days, 4:59:21, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5260, loss_cls: 3.4147, loss: 3.4147, grad_norm: 1.0435 2020-10-04 12:43:18,105 - mmaction - INFO - Epoch [68][180/999] lr: 5.042e-01, eta: 2 days, 4:59:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2971, top5_acc: 0.5397, loss_cls: 3.3594, loss: 3.3594, grad_norm: 1.0308 2020-10-04 12:43:37,956 - mmaction - INFO - Epoch [68][200/999] lr: 5.042e-01, eta: 2 days, 4:58:39, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2924, top5_acc: 0.5363, loss_cls: 3.3678, loss: 3.3678, grad_norm: 1.0604 2020-10-04 12:43:57,908 - mmaction - INFO - Epoch [68][220/999] lr: 5.042e-01, eta: 2 days, 4:58:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5395, loss_cls: 3.3782, loss: 3.3782, grad_norm: 1.0461 2020-10-04 12:44:17,837 - mmaction - INFO - Epoch [68][240/999] lr: 5.042e-01, eta: 2 days, 4:57:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5328, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.0467 2020-10-04 12:44:37,707 - mmaction - INFO - Epoch [68][260/999] lr: 5.042e-01, eta: 2 days, 4:57:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5349, loss_cls: 3.3887, loss: 3.3887, grad_norm: 1.0510 2020-10-04 12:44:57,757 - mmaction - INFO - Epoch [68][280/999] lr: 5.042e-01, eta: 2 days, 4:57:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5543, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.0636 2020-10-04 12:45:17,626 - mmaction - INFO - Epoch [68][300/999] lr: 5.042e-01, eta: 2 days, 4:56:53, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5324, loss_cls: 3.3833, loss: 3.3833, grad_norm: 1.0401 2020-10-04 12:45:37,443 - mmaction - INFO - Epoch [68][320/999] lr: 5.042e-01, eta: 2 days, 4:56:32, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5327, loss_cls: 3.4243, loss: 3.4243, grad_norm: 1.0414 2020-10-04 12:45:57,525 - mmaction - INFO - Epoch [68][340/999] lr: 5.042e-01, eta: 2 days, 4:56:12, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2763, top5_acc: 0.5234, loss_cls: 3.4671, loss: 3.4671, grad_norm: 1.0610 2020-10-04 12:46:17,422 - mmaction - INFO - Epoch [68][360/999] lr: 5.042e-01, eta: 2 days, 4:55:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2938, top5_acc: 0.5238, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.0439 2020-10-04 12:46:37,350 - mmaction - INFO - Epoch [68][380/999] lr: 5.042e-01, eta: 2 days, 4:55:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5378, loss_cls: 3.3806, loss: 3.3806, grad_norm: 1.0508 2020-10-04 12:46:57,428 - mmaction - INFO - Epoch [68][400/999] lr: 5.042e-01, eta: 2 days, 4:55:09, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.2849, top5_acc: 0.5285, loss_cls: 3.4204, loss: 3.4204, grad_norm: 1.0521 2020-10-04 12:47:17,252 - mmaction - INFO - Epoch [68][420/999] lr: 5.042e-01, eta: 2 days, 4:54:47, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5217, loss_cls: 3.4182, loss: 3.4182, grad_norm: 1.0505 2020-10-04 12:47:37,237 - mmaction - INFO - Epoch [68][440/999] lr: 5.042e-01, eta: 2 days, 4:54:26, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2919, top5_acc: 0.5357, loss_cls: 3.3651, loss: 3.3651, grad_norm: 1.0418 2020-10-04 12:47:57,237 - mmaction - INFO - Epoch [68][460/999] lr: 5.042e-01, eta: 2 days, 4:54:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5288, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.0472 2020-10-04 12:48:17,167 - mmaction - INFO - Epoch [68][480/999] lr: 5.042e-01, eta: 2 days, 4:53:45, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5427, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.0476 2020-10-04 12:48:37,241 - mmaction - INFO - Epoch [68][500/999] lr: 5.042e-01, eta: 2 days, 4:53:24, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5473, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.0478 2020-10-04 12:48:57,178 - mmaction - INFO - Epoch [68][520/999] lr: 5.042e-01, eta: 2 days, 4:53:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5404, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.0514 2020-10-04 12:49:17,135 - mmaction - INFO - Epoch [68][540/999] lr: 5.042e-01, eta: 2 days, 4:52:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5268, loss_cls: 3.4322, loss: 3.4322, grad_norm: 1.0556 2020-10-04 12:49:37,026 - mmaction - INFO - Epoch [68][560/999] lr: 5.042e-01, eta: 2 days, 4:52:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5319, loss_cls: 3.3984, loss: 3.3984, grad_norm: 1.0435 2020-10-04 12:49:56,871 - mmaction - INFO - Epoch [68][580/999] lr: 5.042e-01, eta: 2 days, 4:52:00, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2914, top5_acc: 0.5397, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0413 2020-10-04 12:50:16,806 - mmaction - INFO - Epoch [68][600/999] lr: 5.042e-01, eta: 2 days, 4:51:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5344, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.0500 2020-10-04 12:50:36,664 - mmaction - INFO - Epoch [68][620/999] lr: 5.042e-01, eta: 2 days, 4:51:17, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5254, loss_cls: 3.4148, loss: 3.4148, grad_norm: 1.0358 2020-10-04 12:50:56,629 - mmaction - INFO - Epoch [68][640/999] lr: 5.042e-01, eta: 2 days, 4:50:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2914, top5_acc: 0.5266, loss_cls: 3.3928, loss: 3.3928, grad_norm: 1.0402 2020-10-04 12:51:16,636 - mmaction - INFO - Epoch [68][660/999] lr: 5.042e-01, eta: 2 days, 4:50:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5327, loss_cls: 3.3971, loss: 3.3971, grad_norm: 1.0464 2020-10-04 12:51:36,561 - mmaction - INFO - Epoch [68][680/999] lr: 5.042e-01, eta: 2 days, 4:50:14, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5271, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.0305 2020-10-04 12:51:56,526 - mmaction - INFO - Epoch [68][700/999] lr: 5.042e-01, eta: 2 days, 4:49:54, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.0511 2020-10-04 12:52:16,514 - mmaction - INFO - Epoch [68][720/999] lr: 5.042e-01, eta: 2 days, 4:49:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0532 2020-10-04 12:52:36,391 - mmaction - INFO - Epoch [68][740/999] lr: 5.042e-01, eta: 2 days, 4:49:11, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5392, loss_cls: 3.3800, loss: 3.3800, grad_norm: 1.0418 2020-10-04 12:52:56,218 - mmaction - INFO - Epoch [68][760/999] lr: 5.042e-01, eta: 2 days, 4:48:50, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5345, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.0531 2020-10-04 12:53:16,164 - mmaction - INFO - Epoch [68][780/999] lr: 5.042e-01, eta: 2 days, 4:48:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5249, loss_cls: 3.4122, loss: 3.4122, grad_norm: 1.0430 2020-10-04 12:53:36,058 - mmaction - INFO - Epoch [68][800/999] lr: 5.042e-01, eta: 2 days, 4:48:08, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5355, loss_cls: 3.3867, loss: 3.3867, grad_norm: 1.0483 2020-10-04 12:53:55,942 - mmaction - INFO - Epoch [68][820/999] lr: 5.042e-01, eta: 2 days, 4:47:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5268, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.0357 2020-10-04 12:54:15,913 - mmaction - INFO - Epoch [68][840/999] lr: 5.042e-01, eta: 2 days, 4:47:26, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2945, top5_acc: 0.5290, loss_cls: 3.4135, loss: 3.4135, grad_norm: 1.0622 2020-10-04 12:54:35,840 - mmaction - INFO - Epoch [68][860/999] lr: 5.042e-01, eta: 2 days, 4:47:05, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5172, loss_cls: 3.4754, loss: 3.4754, grad_norm: 1.0596 2020-10-04 12:54:55,824 - mmaction - INFO - Epoch [68][880/999] lr: 5.042e-01, eta: 2 days, 4:46:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2845, top5_acc: 0.5339, loss_cls: 3.3941, loss: 3.3941, grad_norm: 1.0274 2020-10-04 12:55:15,785 - mmaction - INFO - Epoch [68][900/999] lr: 5.042e-01, eta: 2 days, 4:46:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2849, top5_acc: 0.5333, loss_cls: 3.3768, loss: 3.3768, grad_norm: 1.0503 2020-10-04 12:55:35,733 - mmaction - INFO - Epoch [68][920/999] lr: 5.042e-01, eta: 2 days, 4:46:02, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5346, loss_cls: 3.3828, loss: 3.3828, grad_norm: 1.0475 2020-10-04 12:55:55,681 - mmaction - INFO - Epoch [68][940/999] lr: 5.042e-01, eta: 2 days, 4:45:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5277, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.0398 2020-10-04 12:56:15,538 - mmaction - INFO - Epoch [68][960/999] lr: 5.042e-01, eta: 2 days, 4:45:20, time: 0.995, data_time: 0.005, memory: 8478, top1_acc: 0.2803, top5_acc: 0.5271, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.0218 2020-10-04 12:56:35,400 - mmaction - INFO - Epoch [68][980/999] lr: 5.042e-01, eta: 2 days, 4:44:59, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5348, loss_cls: 3.3881, loss: 3.3881, grad_norm: 1.0382 2020-10-04 12:57:44,684 - mmaction - INFO - Epoch [69][20/999] lr: 5.015e-01, eta: 2 days, 4:44:49, time: 2.505, data_time: 1.337, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5405, loss_cls: 3.3785, loss: 3.3785, grad_norm: 1.0385 2020-10-04 12:58:04,416 - mmaction - INFO - Epoch [69][40/999] lr: 5.015e-01, eta: 2 days, 4:44:27, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2871, top5_acc: 0.5312, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0429 2020-10-04 12:58:24,311 - mmaction - INFO - Epoch [69][60/999] lr: 5.015e-01, eta: 2 days, 4:44:06, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2913, top5_acc: 0.5426, loss_cls: 3.3754, loss: 3.3754, grad_norm: 1.0346 2020-10-04 12:58:44,209 - mmaction - INFO - Epoch [69][80/999] lr: 5.015e-01, eta: 2 days, 4:43:45, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5333, loss_cls: 3.3862, loss: 3.3862, grad_norm: 1.0471 2020-10-04 12:59:04,113 - mmaction - INFO - Epoch [69][100/999] lr: 5.015e-01, eta: 2 days, 4:43:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5368, loss_cls: 3.3819, loss: 3.3819, grad_norm: 1.0304 2020-10-04 12:59:23,984 - mmaction - INFO - Epoch [69][120/999] lr: 5.015e-01, eta: 2 days, 4:43:03, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5359, loss_cls: 3.3833, loss: 3.3833, grad_norm: 1.0469 2020-10-04 12:59:43,870 - mmaction - INFO - Epoch [69][140/999] lr: 5.015e-01, eta: 2 days, 4:42:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5372, loss_cls: 3.3677, loss: 3.3677, grad_norm: 1.0387 2020-10-04 13:00:04,566 - mmaction - INFO - Epoch [69][160/999] lr: 5.015e-01, eta: 2 days, 4:42:23, time: 1.035, data_time: 0.002, memory: 8478, top1_acc: 0.2919, top5_acc: 0.5358, loss_cls: 3.3640, loss: 3.3640, grad_norm: 1.0584 2020-10-04 13:00:25,424 - mmaction - INFO - Epoch [69][180/999] lr: 5.015e-01, eta: 2 days, 4:42:04, time: 1.041, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5322, loss_cls: 3.4159, loss: 3.4159, grad_norm: 1.0449 2020-10-04 13:00:45,348 - mmaction - INFO - Epoch [69][200/999] lr: 5.015e-01, eta: 2 days, 4:41:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5296, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.0481 2020-10-04 13:01:05,182 - mmaction - INFO - Epoch [69][220/999] lr: 5.015e-01, eta: 2 days, 4:41:22, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5371, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.0467 2020-10-04 13:01:25,064 - mmaction - INFO - Epoch [69][240/999] lr: 5.015e-01, eta: 2 days, 4:41:01, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5299, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.0509 2020-10-04 13:01:45,039 - mmaction - INFO - Epoch [69][260/999] lr: 5.015e-01, eta: 2 days, 4:40:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2889, top5_acc: 0.5298, loss_cls: 3.3806, loss: 3.3806, grad_norm: 1.0397 2020-10-04 13:02:04,843 - mmaction - INFO - Epoch [69][280/999] lr: 5.015e-01, eta: 2 days, 4:40:18, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2820, top5_acc: 0.5255, loss_cls: 3.4217, loss: 3.4217, grad_norm: 1.0549 2020-10-04 13:02:24,820 - mmaction - INFO - Epoch [69][300/999] lr: 5.015e-01, eta: 2 days, 4:39:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2828, top5_acc: 0.5217, loss_cls: 3.4647, loss: 3.4647, grad_norm: 1.0437 2020-10-04 13:02:44,794 - mmaction - INFO - Epoch [69][320/999] lr: 5.015e-01, eta: 2 days, 4:39:36, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2971, top5_acc: 0.5398, loss_cls: 3.3558, loss: 3.3558, grad_norm: 1.0464 2020-10-04 13:03:04,741 - mmaction - INFO - Epoch [69][340/999] lr: 5.015e-01, eta: 2 days, 4:39:16, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2842, top5_acc: 0.5320, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.0431 2020-10-04 13:03:24,675 - mmaction - INFO - Epoch [69][360/999] lr: 5.015e-01, eta: 2 days, 4:38:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5280, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.0578 2020-10-04 13:03:44,561 - mmaction - INFO - Epoch [69][380/999] lr: 5.015e-01, eta: 2 days, 4:38:33, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2806, top5_acc: 0.5296, loss_cls: 3.4080, loss: 3.4080, grad_norm: 1.0412 2020-10-04 13:04:04,497 - mmaction - INFO - Epoch [69][400/999] lr: 5.015e-01, eta: 2 days, 4:38:12, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5336, loss_cls: 3.4095, loss: 3.4095, grad_norm: 1.0311 2020-10-04 13:04:24,366 - mmaction - INFO - Epoch [69][420/999] lr: 5.015e-01, eta: 2 days, 4:37:51, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2849, top5_acc: 0.5367, loss_cls: 3.3917, loss: 3.3917, grad_norm: 1.0491 2020-10-04 13:04:44,305 - mmaction - INFO - Epoch [69][440/999] lr: 5.015e-01, eta: 2 days, 4:37:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5272, loss_cls: 3.4274, loss: 3.4274, grad_norm: 1.0468 2020-10-04 13:05:04,197 - mmaction - INFO - Epoch [69][460/999] lr: 5.015e-01, eta: 2 days, 4:37:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5348, loss_cls: 3.3699, loss: 3.3699, grad_norm: 1.0499 2020-10-04 13:05:24,102 - mmaction - INFO - Epoch [69][480/999] lr: 5.015e-01, eta: 2 days, 4:36:48, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5326, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.0421 2020-10-04 13:05:44,034 - mmaction - INFO - Epoch [69][500/999] lr: 5.015e-01, eta: 2 days, 4:36:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5375, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0358 2020-10-04 13:06:03,917 - mmaction - INFO - Epoch [69][520/999] lr: 5.015e-01, eta: 2 days, 4:36:06, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5346, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.0476 2020-10-04 13:06:23,869 - mmaction - INFO - Epoch [69][540/999] lr: 5.015e-01, eta: 2 days, 4:35:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5236, loss_cls: 3.4390, loss: 3.4390, grad_norm: 1.0617 2020-10-04 13:06:43,755 - mmaction - INFO - Epoch [69][560/999] lr: 5.015e-01, eta: 2 days, 4:35:24, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5333, loss_cls: 3.4024, loss: 3.4024, grad_norm: 1.0347 2020-10-04 13:07:03,670 - mmaction - INFO - Epoch [69][580/999] lr: 5.015e-01, eta: 2 days, 4:35:03, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5371, loss_cls: 3.3877, loss: 3.3877, grad_norm: 1.0609 2020-10-04 13:07:23,547 - mmaction - INFO - Epoch [69][600/999] lr: 5.015e-01, eta: 2 days, 4:34:42, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5444, loss_cls: 3.3399, loss: 3.3399, grad_norm: 1.0486 2020-10-04 13:07:43,463 - mmaction - INFO - Epoch [69][620/999] lr: 5.015e-01, eta: 2 days, 4:34:20, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5203, loss_cls: 3.4310, loss: 3.4310, grad_norm: 1.0442 2020-10-04 13:08:03,384 - mmaction - INFO - Epoch [69][640/999] lr: 5.015e-01, eta: 2 days, 4:33:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5267, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.0564 2020-10-04 13:08:23,314 - mmaction - INFO - Epoch [69][660/999] lr: 5.015e-01, eta: 2 days, 4:33:38, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5297, loss_cls: 3.4251, loss: 3.4251, grad_norm: 1.0461 2020-10-04 13:08:43,159 - mmaction - INFO - Epoch [69][680/999] lr: 5.015e-01, eta: 2 days, 4:33:17, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2759, top5_acc: 0.5219, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0408 2020-10-04 13:09:03,048 - mmaction - INFO - Epoch [69][700/999] lr: 5.015e-01, eta: 2 days, 4:32:56, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5292, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.0491 2020-10-04 13:09:22,990 - mmaction - INFO - Epoch [69][720/999] lr: 5.015e-01, eta: 2 days, 4:32:35, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5371, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.0535 2020-10-04 13:09:42,938 - mmaction - INFO - Epoch [69][740/999] lr: 5.015e-01, eta: 2 days, 4:32:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5267, loss_cls: 3.4108, loss: 3.4108, grad_norm: 1.0374 2020-10-04 13:10:02,861 - mmaction - INFO - Epoch [69][760/999] lr: 5.015e-01, eta: 2 days, 4:31:53, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2921, top5_acc: 0.5355, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.0384 2020-10-04 13:10:22,757 - mmaction - INFO - Epoch [69][780/999] lr: 5.015e-01, eta: 2 days, 4:31:32, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5374, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.0560 2020-10-04 13:10:42,588 - mmaction - INFO - Epoch [69][800/999] lr: 5.015e-01, eta: 2 days, 4:31:11, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5435, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.0419 2020-10-04 13:11:02,571 - mmaction - INFO - Epoch [69][820/999] lr: 5.015e-01, eta: 2 days, 4:30:50, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5333, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.0359 2020-10-04 13:11:22,503 - mmaction - INFO - Epoch [69][840/999] lr: 5.015e-01, eta: 2 days, 4:30:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5340, loss_cls: 3.3902, loss: 3.3902, grad_norm: 1.0558 2020-10-04 13:11:42,402 - mmaction - INFO - Epoch [69][860/999] lr: 5.015e-01, eta: 2 days, 4:30:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5277, loss_cls: 3.4463, loss: 3.4463, grad_norm: 1.0427 2020-10-04 13:12:02,274 - mmaction - INFO - Epoch [69][880/999] lr: 5.015e-01, eta: 2 days, 4:29:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5297, loss_cls: 3.4178, loss: 3.4178, grad_norm: 1.0322 2020-10-04 13:12:22,244 - mmaction - INFO - Epoch [69][900/999] lr: 5.015e-01, eta: 2 days, 4:29:26, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2833, top5_acc: 0.5285, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.0455 2020-10-04 13:12:42,186 - mmaction - INFO - Epoch [69][920/999] lr: 5.015e-01, eta: 2 days, 4:29:05, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5310, loss_cls: 3.3860, loss: 3.3860, grad_norm: 1.0685 2020-10-04 13:13:01,996 - mmaction - INFO - Epoch [69][940/999] lr: 5.015e-01, eta: 2 days, 4:28:43, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5331, loss_cls: 3.4237, loss: 3.4237, grad_norm: 1.0373 2020-10-04 13:13:21,936 - mmaction - INFO - Epoch [69][960/999] lr: 5.015e-01, eta: 2 days, 4:28:22, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5270, loss_cls: 3.4337, loss: 3.4337, grad_norm: 1.0401 2020-10-04 13:13:41,751 - mmaction - INFO - Epoch [69][980/999] lr: 5.015e-01, eta: 2 days, 4:28:01, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5257, loss_cls: 3.4199, loss: 3.4199, grad_norm: 1.0357 2020-10-04 13:14:56,636 - mmaction - INFO - Epoch [70][20/999] lr: 4.987e-01, eta: 2 days, 4:28:02, time: 2.712, data_time: 1.701, memory: 8478, top1_acc: 0.2850, top5_acc: 0.5320, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.0601 2020-10-04 13:15:16,286 - mmaction - INFO - Epoch [70][40/999] lr: 4.987e-01, eta: 2 days, 4:27:40, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5336, loss_cls: 3.3609, loss: 3.3609, grad_norm: 1.0325 2020-10-04 13:15:36,131 - mmaction - INFO - Epoch [70][60/999] lr: 4.987e-01, eta: 2 days, 4:27:19, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5383, loss_cls: 3.3819, loss: 3.3819, grad_norm: 1.0373 2020-10-04 13:15:55,936 - mmaction - INFO - Epoch [70][80/999] lr: 4.987e-01, eta: 2 days, 4:26:57, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5400, loss_cls: 3.3324, loss: 3.3324, grad_norm: 1.0742 2020-10-04 13:16:15,788 - mmaction - INFO - Epoch [70][100/999] lr: 4.987e-01, eta: 2 days, 4:26:36, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2842, top5_acc: 0.5335, loss_cls: 3.4106, loss: 3.4106, grad_norm: 1.0512 2020-10-04 13:16:35,601 - mmaction - INFO - Epoch [70][120/999] lr: 4.987e-01, eta: 2 days, 4:26:15, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5398, loss_cls: 3.3596, loss: 3.3596, grad_norm: 1.0533 2020-10-04 13:16:55,497 - mmaction - INFO - Epoch [70][140/999] lr: 4.987e-01, eta: 2 days, 4:25:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5302, loss_cls: 3.3881, loss: 3.3881, grad_norm: 1.0396 2020-10-04 13:17:15,470 - mmaction - INFO - Epoch [70][160/999] lr: 4.987e-01, eta: 2 days, 4:25:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5452, loss_cls: 3.3373, loss: 3.3373, grad_norm: 1.0623 2020-10-04 13:17:35,392 - mmaction - INFO - Epoch [70][180/999] lr: 4.987e-01, eta: 2 days, 4:25:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2973, top5_acc: 0.5470, loss_cls: 3.3359, loss: 3.3359, grad_norm: 1.0555 2020-10-04 13:17:55,337 - mmaction - INFO - Epoch [70][200/999] lr: 4.987e-01, eta: 2 days, 4:24:51, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2798, top5_acc: 0.5292, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.0466 2020-10-04 13:18:15,278 - mmaction - INFO - Epoch [70][220/999] lr: 4.987e-01, eta: 2 days, 4:24:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5400, loss_cls: 3.3746, loss: 3.3746, grad_norm: 1.0622 2020-10-04 13:18:35,288 - mmaction - INFO - Epoch [70][240/999] lr: 4.987e-01, eta: 2 days, 4:24:09, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5319, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.0406 2020-10-04 13:18:55,292 - mmaction - INFO - Epoch [70][260/999] lr: 4.987e-01, eta: 2 days, 4:23:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2938, top5_acc: 0.5417, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.0564 2020-10-04 13:19:15,222 - mmaction - INFO - Epoch [70][280/999] lr: 4.987e-01, eta: 2 days, 4:23:27, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5352, loss_cls: 3.3794, loss: 3.3794, grad_norm: 1.0458 2020-10-04 13:19:35,171 - mmaction - INFO - Epoch [70][300/999] lr: 4.987e-01, eta: 2 days, 4:23:06, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5361, loss_cls: 3.3772, loss: 3.3772, grad_norm: 1.0391 2020-10-04 13:19:55,118 - mmaction - INFO - Epoch [70][320/999] lr: 4.987e-01, eta: 2 days, 4:22:45, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5406, loss_cls: 3.3538, loss: 3.3538, grad_norm: 1.0469 2020-10-04 13:20:15,057 - mmaction - INFO - Epoch [70][340/999] lr: 4.987e-01, eta: 2 days, 4:22:24, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5395, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0497 2020-10-04 13:20:34,987 - mmaction - INFO - Epoch [70][360/999] lr: 4.987e-01, eta: 2 days, 4:22:03, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2880, top5_acc: 0.5331, loss_cls: 3.4003, loss: 3.4003, grad_norm: 1.0468 2020-10-04 13:20:54,983 - mmaction - INFO - Epoch [70][380/999] lr: 4.987e-01, eta: 2 days, 4:21:42, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5362, loss_cls: 3.3754, loss: 3.3754, grad_norm: 1.0603 2020-10-04 13:21:14,986 - mmaction - INFO - Epoch [70][400/999] lr: 4.987e-01, eta: 2 days, 4:21:22, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5405, loss_cls: 3.3742, loss: 3.3742, grad_norm: 1.0555 2020-10-04 13:21:34,937 - mmaction - INFO - Epoch [70][420/999] lr: 4.987e-01, eta: 2 days, 4:21:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5368, loss_cls: 3.4002, loss: 3.4002, grad_norm: 1.0412 2020-10-04 13:21:54,892 - mmaction - INFO - Epoch [70][440/999] lr: 4.987e-01, eta: 2 days, 4:20:40, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5288, loss_cls: 3.4170, loss: 3.4170, grad_norm: 1.0641 2020-10-04 13:22:14,728 - mmaction - INFO - Epoch [70][460/999] lr: 4.987e-01, eta: 2 days, 4:20:19, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2909, top5_acc: 0.5332, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.0467 2020-10-04 13:22:34,694 - mmaction - INFO - Epoch [70][480/999] lr: 4.987e-01, eta: 2 days, 4:19:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5253, loss_cls: 3.4298, loss: 3.4298, grad_norm: 1.0449 2020-10-04 13:22:54,635 - mmaction - INFO - Epoch [70][500/999] lr: 4.987e-01, eta: 2 days, 4:19:37, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5388, loss_cls: 3.3744, loss: 3.3744, grad_norm: 1.0508 2020-10-04 13:23:14,569 - mmaction - INFO - Epoch [70][520/999] lr: 4.987e-01, eta: 2 days, 4:19:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2918, top5_acc: 0.5348, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.0350 2020-10-04 13:23:34,482 - mmaction - INFO - Epoch [70][540/999] lr: 4.987e-01, eta: 2 days, 4:18:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5285, loss_cls: 3.4062, loss: 3.4062, grad_norm: 1.0496 2020-10-04 13:23:54,471 - mmaction - INFO - Epoch [70][560/999] lr: 4.987e-01, eta: 2 days, 4:18:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5358, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0444 2020-10-04 13:24:14,383 - mmaction - INFO - Epoch [70][580/999] lr: 4.987e-01, eta: 2 days, 4:18:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5332, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.0804 2020-10-04 13:24:34,288 - mmaction - INFO - Epoch [70][600/999] lr: 4.987e-01, eta: 2 days, 4:17:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5379, loss_cls: 3.3684, loss: 3.3684, grad_norm: 1.0465 2020-10-04 13:24:54,183 - mmaction - INFO - Epoch [70][620/999] lr: 4.987e-01, eta: 2 days, 4:17:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2785, top5_acc: 0.5193, loss_cls: 3.4923, loss: 3.4923, grad_norm: 1.0453 2020-10-04 13:25:14,092 - mmaction - INFO - Epoch [70][640/999] lr: 4.987e-01, eta: 2 days, 4:17:09, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5424, loss_cls: 3.3541, loss: 3.3541, grad_norm: 1.0383 2020-10-04 13:25:34,014 - mmaction - INFO - Epoch [70][660/999] lr: 4.987e-01, eta: 2 days, 4:16:48, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5257, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.0536 2020-10-04 13:25:53,915 - mmaction - INFO - Epoch [70][680/999] lr: 4.987e-01, eta: 2 days, 4:16:27, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5456, loss_cls: 3.3593, loss: 3.3593, grad_norm: 1.0517 2020-10-04 13:26:14,011 - mmaction - INFO - Epoch [70][700/999] lr: 4.987e-01, eta: 2 days, 4:16:07, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5264, loss_cls: 3.4254, loss: 3.4254, grad_norm: 1.0593 2020-10-04 13:26:33,882 - mmaction - INFO - Epoch [70][720/999] lr: 4.987e-01, eta: 2 days, 4:15:46, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2786, top5_acc: 0.5280, loss_cls: 3.4344, loss: 3.4344, grad_norm: 1.0657 2020-10-04 13:26:53,651 - mmaction - INFO - Epoch [70][740/999] lr: 4.987e-01, eta: 2 days, 4:15:24, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2784, top5_acc: 0.5322, loss_cls: 3.4220, loss: 3.4220, grad_norm: 1.0468 2020-10-04 13:27:13,475 - mmaction - INFO - Epoch [70][760/999] lr: 4.987e-01, eta: 2 days, 4:15:03, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2802, top5_acc: 0.5322, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.0525 2020-10-04 13:27:33,392 - mmaction - INFO - Epoch [70][780/999] lr: 4.987e-01, eta: 2 days, 4:14:42, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5305, loss_cls: 3.3861, loss: 3.3861, grad_norm: 1.0478 2020-10-04 13:27:53,199 - mmaction - INFO - Epoch [70][800/999] lr: 4.987e-01, eta: 2 days, 4:14:21, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2814, top5_acc: 0.5217, loss_cls: 3.4322, loss: 3.4322, grad_norm: 1.0472 2020-10-04 13:28:13,077 - mmaction - INFO - Epoch [70][820/999] lr: 4.987e-01, eta: 2 days, 4:13:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5243, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.0457 2020-10-04 13:28:32,932 - mmaction - INFO - Epoch [70][840/999] lr: 4.987e-01, eta: 2 days, 4:13:38, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5419, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.0341 2020-10-04 13:28:52,851 - mmaction - INFO - Epoch [70][860/999] lr: 4.987e-01, eta: 2 days, 4:13:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2846, top5_acc: 0.5246, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.0416 2020-10-04 13:29:12,824 - mmaction - INFO - Epoch [70][880/999] lr: 4.987e-01, eta: 2 days, 4:12:56, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5341, loss_cls: 3.3967, loss: 3.3967, grad_norm: 1.0650 2020-10-04 13:29:32,817 - mmaction - INFO - Epoch [70][900/999] lr: 4.987e-01, eta: 2 days, 4:12:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2824, top5_acc: 0.5173, loss_cls: 3.4713, loss: 3.4713, grad_norm: 1.0530 2020-10-04 13:29:52,662 - mmaction - INFO - Epoch [70][920/999] lr: 4.987e-01, eta: 2 days, 4:12:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5289, loss_cls: 3.4029, loss: 3.4029, grad_norm: 1.0482 2020-10-04 13:30:13,538 - mmaction - INFO - Epoch [70][940/999] lr: 4.987e-01, eta: 2 days, 4:11:56, time: 1.043, data_time: 0.001, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5327, loss_cls: 3.4223, loss: 3.4223, grad_norm: 1.0499 2020-10-04 13:30:33,503 - mmaction - INFO - Epoch [70][960/999] lr: 4.987e-01, eta: 2 days, 4:11:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5434, loss_cls: 3.3568, loss: 3.3568, grad_norm: 1.0587 2020-10-04 13:30:53,390 - mmaction - INFO - Epoch [70][980/999] lr: 4.987e-01, eta: 2 days, 4:11:14, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5318, loss_cls: 3.3722, loss: 3.3722, grad_norm: 1.0586 2020-10-04 13:32:02,188 - mmaction - INFO - Epoch [71][20/999] lr: 4.960e-01, eta: 2 days, 4:11:02, time: 2.487, data_time: 1.441, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5372, loss_cls: 3.4038, loss: 3.4038, grad_norm: 1.0426 2020-10-04 13:32:21,871 - mmaction - INFO - Epoch [71][40/999] lr: 4.960e-01, eta: 2 days, 4:10:40, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2970, top5_acc: 0.5479, loss_cls: 3.3431, loss: 3.3431, grad_norm: 1.0669 2020-10-04 13:32:41,685 - mmaction - INFO - Epoch [71][60/999] lr: 4.960e-01, eta: 2 days, 4:10:19, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5460, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.0680 2020-10-04 13:33:01,671 - mmaction - INFO - Epoch [71][80/999] lr: 4.960e-01, eta: 2 days, 4:09:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5361, loss_cls: 3.3692, loss: 3.3692, grad_norm: 1.0530 2020-10-04 13:33:21,604 - mmaction - INFO - Epoch [71][100/999] lr: 4.960e-01, eta: 2 days, 4:09:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2919, top5_acc: 0.5327, loss_cls: 3.3893, loss: 3.3893, grad_norm: 1.0448 2020-10-04 13:33:41,510 - mmaction - INFO - Epoch [71][120/999] lr: 4.960e-01, eta: 2 days, 4:09:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5324, loss_cls: 3.3631, loss: 3.3631, grad_norm: 1.0665 2020-10-04 13:34:01,469 - mmaction - INFO - Epoch [71][140/999] lr: 4.960e-01, eta: 2 days, 4:08:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5309, loss_cls: 3.3786, loss: 3.3786, grad_norm: 1.0502 2020-10-04 13:34:21,375 - mmaction - INFO - Epoch [71][160/999] lr: 4.960e-01, eta: 2 days, 4:08:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5290, loss_cls: 3.4145, loss: 3.4145, grad_norm: 1.0558 2020-10-04 13:34:41,220 - mmaction - INFO - Epoch [71][180/999] lr: 4.960e-01, eta: 2 days, 4:08:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2845, top5_acc: 0.5318, loss_cls: 3.4083, loss: 3.4083, grad_norm: 1.0463 2020-10-04 13:35:01,216 - mmaction - INFO - Epoch [71][200/999] lr: 4.960e-01, eta: 2 days, 4:07:52, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5283, loss_cls: 3.3854, loss: 3.3854, grad_norm: 1.0371 2020-10-04 13:35:21,198 - mmaction - INFO - Epoch [71][220/999] lr: 4.960e-01, eta: 2 days, 4:07:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5372, loss_cls: 3.3691, loss: 3.3691, grad_norm: 1.0576 2020-10-04 13:35:41,150 - mmaction - INFO - Epoch [71][240/999] lr: 4.960e-01, eta: 2 days, 4:07:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5345, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.0496 2020-10-04 13:36:01,155 - mmaction - INFO - Epoch [71][260/999] lr: 4.960e-01, eta: 2 days, 4:06:49, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5352, loss_cls: 3.3900, loss: 3.3900, grad_norm: 1.0505 2020-10-04 13:36:21,148 - mmaction - INFO - Epoch [71][280/999] lr: 4.960e-01, eta: 2 days, 4:06:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5366, loss_cls: 3.3676, loss: 3.3676, grad_norm: 1.0530 2020-10-04 13:36:41,028 - mmaction - INFO - Epoch [71][300/999] lr: 4.960e-01, eta: 2 days, 4:06:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2948, top5_acc: 0.5375, loss_cls: 3.3766, loss: 3.3766, grad_norm: 1.0416 2020-10-04 13:37:00,994 - mmaction - INFO - Epoch [71][320/999] lr: 4.960e-01, eta: 2 days, 4:05:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5499, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.0704 2020-10-04 13:37:20,904 - mmaction - INFO - Epoch [71][340/999] lr: 4.960e-01, eta: 2 days, 4:05:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5337, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.0398 2020-10-04 13:37:40,808 - mmaction - INFO - Epoch [71][360/999] lr: 4.960e-01, eta: 2 days, 4:05:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5398, loss_cls: 3.3728, loss: 3.3728, grad_norm: 1.0680 2020-10-04 13:38:00,733 - mmaction - INFO - Epoch [71][380/999] lr: 4.960e-01, eta: 2 days, 4:04:44, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5358, loss_cls: 3.3895, loss: 3.3895, grad_norm: 1.0535 2020-10-04 13:38:20,602 - mmaction - INFO - Epoch [71][400/999] lr: 4.960e-01, eta: 2 days, 4:04:22, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5346, loss_cls: 3.3817, loss: 3.3817, grad_norm: 1.0511 2020-10-04 13:38:40,539 - mmaction - INFO - Epoch [71][420/999] lr: 4.960e-01, eta: 2 days, 4:04:01, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5336, loss_cls: 3.3744, loss: 3.3744, grad_norm: 1.0425 2020-10-04 13:39:00,432 - mmaction - INFO - Epoch [71][440/999] lr: 4.960e-01, eta: 2 days, 4:03:40, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5311, loss_cls: 3.4024, loss: 3.4024, grad_norm: 1.0544 2020-10-04 13:39:20,282 - mmaction - INFO - Epoch [71][460/999] lr: 4.960e-01, eta: 2 days, 4:03:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5345, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0423 2020-10-04 13:39:40,209 - mmaction - INFO - Epoch [71][480/999] lr: 4.960e-01, eta: 2 days, 4:02:58, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5307, loss_cls: 3.4041, loss: 3.4041, grad_norm: 1.0622 2020-10-04 13:40:00,161 - mmaction - INFO - Epoch [71][500/999] lr: 4.960e-01, eta: 2 days, 4:02:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5457, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.0398 2020-10-04 13:40:20,026 - mmaction - INFO - Epoch [71][520/999] lr: 4.960e-01, eta: 2 days, 4:02:16, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5415, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.0630 2020-10-04 13:40:39,982 - mmaction - INFO - Epoch [71][540/999] lr: 4.960e-01, eta: 2 days, 4:01:55, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5424, loss_cls: 3.3682, loss: 3.3682, grad_norm: 1.0692 2020-10-04 13:40:59,865 - mmaction - INFO - Epoch [71][560/999] lr: 4.960e-01, eta: 2 days, 4:01:34, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5391, loss_cls: 3.3843, loss: 3.3843, grad_norm: 1.0469 2020-10-04 13:41:19,820 - mmaction - INFO - Epoch [71][580/999] lr: 4.960e-01, eta: 2 days, 4:01:13, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5361, loss_cls: 3.3660, loss: 3.3660, grad_norm: 1.0326 2020-10-04 13:41:39,733 - mmaction - INFO - Epoch [71][600/999] lr: 4.960e-01, eta: 2 days, 4:00:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5240, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.0491 2020-10-04 13:41:59,546 - mmaction - INFO - Epoch [71][620/999] lr: 4.960e-01, eta: 2 days, 4:00:31, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5341, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.0369 2020-10-04 13:42:19,495 - mmaction - INFO - Epoch [71][640/999] lr: 4.960e-01, eta: 2 days, 4:00:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5363, loss_cls: 3.3970, loss: 3.3970, grad_norm: 1.0447 2020-10-04 13:42:39,433 - mmaction - INFO - Epoch [71][660/999] lr: 4.960e-01, eta: 2 days, 3:59:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5374, loss_cls: 3.3624, loss: 3.3624, grad_norm: 1.0394 2020-10-04 13:42:59,357 - mmaction - INFO - Epoch [71][680/999] lr: 4.960e-01, eta: 2 days, 3:59:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5370, loss_cls: 3.3979, loss: 3.3979, grad_norm: 1.0450 2020-10-04 13:43:19,158 - mmaction - INFO - Epoch [71][700/999] lr: 4.960e-01, eta: 2 days, 3:59:06, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5370, loss_cls: 3.3822, loss: 3.3822, grad_norm: 1.0578 2020-10-04 13:43:39,028 - mmaction - INFO - Epoch [71][720/999] lr: 4.960e-01, eta: 2 days, 3:58:45, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2855, top5_acc: 0.5270, loss_cls: 3.4158, loss: 3.4158, grad_norm: 1.0570 2020-10-04 13:43:58,847 - mmaction - INFO - Epoch [71][740/999] lr: 4.960e-01, eta: 2 days, 3:58:24, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2827, top5_acc: 0.5212, loss_cls: 3.4288, loss: 3.4288, grad_norm: 1.0429 2020-10-04 13:44:18,719 - mmaction - INFO - Epoch [71][760/999] lr: 4.960e-01, eta: 2 days, 3:58:03, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5262, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.0531 2020-10-04 13:44:38,697 - mmaction - INFO - Epoch [71][780/999] lr: 4.960e-01, eta: 2 days, 3:57:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5359, loss_cls: 3.3622, loss: 3.3622, grad_norm: 1.0410 2020-10-04 13:44:58,562 - mmaction - INFO - Epoch [71][800/999] lr: 4.960e-01, eta: 2 days, 3:57:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5368, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0631 2020-10-04 13:45:18,472 - mmaction - INFO - Epoch [71][820/999] lr: 4.960e-01, eta: 2 days, 3:57:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2876, top5_acc: 0.5280, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.0553 2020-10-04 13:45:38,384 - mmaction - INFO - Epoch [71][840/999] lr: 4.960e-01, eta: 2 days, 3:56:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5297, loss_cls: 3.3747, loss: 3.3747, grad_norm: 1.0568 2020-10-04 13:45:58,399 - mmaction - INFO - Epoch [71][860/999] lr: 4.960e-01, eta: 2 days, 3:56:18, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2816, top5_acc: 0.5167, loss_cls: 3.4477, loss: 3.4477, grad_norm: 1.0627 2020-10-04 13:46:18,342 - mmaction - INFO - Epoch [71][880/999] lr: 4.960e-01, eta: 2 days, 3:55:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5335, loss_cls: 3.3973, loss: 3.3973, grad_norm: 1.0570 2020-10-04 13:46:38,149 - mmaction - INFO - Epoch [71][900/999] lr: 4.960e-01, eta: 2 days, 3:55:36, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5298, loss_cls: 3.4136, loss: 3.4136, grad_norm: 1.0491 2020-10-04 13:46:57,974 - mmaction - INFO - Epoch [71][920/999] lr: 4.960e-01, eta: 2 days, 3:55:15, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2849, top5_acc: 0.5336, loss_cls: 3.4038, loss: 3.4038, grad_norm: 1.0406 2020-10-04 13:47:17,754 - mmaction - INFO - Epoch [71][940/999] lr: 4.960e-01, eta: 2 days, 3:54:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2824, top5_acc: 0.5234, loss_cls: 3.4450, loss: 3.4450, grad_norm: 1.0749 2020-10-04 13:47:37,606 - mmaction - INFO - Epoch [71][960/999] lr: 4.960e-01, eta: 2 days, 3:54:32, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5289, loss_cls: 3.4316, loss: 3.4316, grad_norm: 1.0430 2020-10-04 13:47:57,464 - mmaction - INFO - Epoch [71][980/999] lr: 4.960e-01, eta: 2 days, 3:54:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5323, loss_cls: 3.4135, loss: 3.4135, grad_norm: 1.0589 2020-10-04 13:49:06,317 - mmaction - INFO - Epoch [72][20/999] lr: 4.931e-01, eta: 2 days, 3:53:58, time: 2.487, data_time: 1.459, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5410, loss_cls: 3.3450, loss: 3.3450, grad_norm: 1.0550 2020-10-04 13:49:25,951 - mmaction - INFO - Epoch [72][40/999] lr: 4.931e-01, eta: 2 days, 3:53:37, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5402, loss_cls: 3.3579, loss: 3.3579, grad_norm: 1.0514 2020-10-04 13:49:45,667 - mmaction - INFO - Epoch [72][60/999] lr: 4.931e-01, eta: 2 days, 3:53:15, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5510, loss_cls: 3.2999, loss: 3.2999, grad_norm: 1.0413 2020-10-04 13:50:05,528 - mmaction - INFO - Epoch [72][80/999] lr: 4.931e-01, eta: 2 days, 3:52:54, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5314, loss_cls: 3.3887, loss: 3.3887, grad_norm: 1.0732 2020-10-04 13:50:25,425 - mmaction - INFO - Epoch [72][100/999] lr: 4.931e-01, eta: 2 days, 3:52:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5280, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.0629 2020-10-04 13:50:45,412 - mmaction - INFO - Epoch [72][120/999] lr: 4.931e-01, eta: 2 days, 3:52:12, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5405, loss_cls: 3.3757, loss: 3.3757, grad_norm: 1.0464 2020-10-04 13:51:05,355 - mmaction - INFO - Epoch [72][140/999] lr: 4.931e-01, eta: 2 days, 3:51:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5488, loss_cls: 3.3141, loss: 3.3141, grad_norm: 1.0404 2020-10-04 13:51:25,295 - mmaction - INFO - Epoch [72][160/999] lr: 4.931e-01, eta: 2 days, 3:51:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5358, loss_cls: 3.3781, loss: 3.3781, grad_norm: 1.0649 2020-10-04 13:51:45,168 - mmaction - INFO - Epoch [72][180/999] lr: 4.931e-01, eta: 2 days, 3:51:09, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5474, loss_cls: 3.3345, loss: 3.3345, grad_norm: 1.0464 2020-10-04 13:52:05,076 - mmaction - INFO - Epoch [72][200/999] lr: 4.931e-01, eta: 2 days, 3:50:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5413, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.0514 2020-10-04 13:52:25,021 - mmaction - INFO - Epoch [72][220/999] lr: 4.931e-01, eta: 2 days, 3:50:27, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5380, loss_cls: 3.3771, loss: 3.3771, grad_norm: 1.0600 2020-10-04 13:52:44,886 - mmaction - INFO - Epoch [72][240/999] lr: 4.931e-01, eta: 2 days, 3:50:06, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5417, loss_cls: 3.3484, loss: 3.3484, grad_norm: 1.0560 2020-10-04 13:53:04,792 - mmaction - INFO - Epoch [72][260/999] lr: 4.931e-01, eta: 2 days, 3:49:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5315, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.0588 2020-10-04 13:53:24,733 - mmaction - INFO - Epoch [72][280/999] lr: 4.931e-01, eta: 2 days, 3:49:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2836, top5_acc: 0.5262, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.0578 2020-10-04 13:53:44,628 - mmaction - INFO - Epoch [72][300/999] lr: 4.931e-01, eta: 2 days, 3:49:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5344, loss_cls: 3.3886, loss: 3.3886, grad_norm: 1.0444 2020-10-04 13:54:04,756 - mmaction - INFO - Epoch [72][320/999] lr: 4.931e-01, eta: 2 days, 3:48:43, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5301, loss_cls: 3.4124, loss: 3.4124, grad_norm: 1.0623 2020-10-04 13:54:24,658 - mmaction - INFO - Epoch [72][340/999] lr: 4.931e-01, eta: 2 days, 3:48:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5401, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.0526 2020-10-04 13:54:44,590 - mmaction - INFO - Epoch [72][360/999] lr: 4.931e-01, eta: 2 days, 3:48:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5387, loss_cls: 3.3595, loss: 3.3595, grad_norm: 1.0581 2020-10-04 13:55:04,502 - mmaction - INFO - Epoch [72][380/999] lr: 4.931e-01, eta: 2 days, 3:47:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5457, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.0697 2020-10-04 13:55:24,412 - mmaction - INFO - Epoch [72][400/999] lr: 4.931e-01, eta: 2 days, 3:47:18, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2818, top5_acc: 0.5289, loss_cls: 3.4085, loss: 3.4085, grad_norm: 1.0505 2020-10-04 13:55:44,308 - mmaction - INFO - Epoch [72][420/999] lr: 4.931e-01, eta: 2 days, 3:46:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5301, loss_cls: 3.4235, loss: 3.4235, grad_norm: 1.0628 2020-10-04 13:56:04,306 - mmaction - INFO - Epoch [72][440/999] lr: 4.931e-01, eta: 2 days, 3:46:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5336, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.0539 2020-10-04 13:56:24,212 - mmaction - INFO - Epoch [72][460/999] lr: 4.931e-01, eta: 2 days, 3:46:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.3847, loss: 3.3847, grad_norm: 1.0559 2020-10-04 13:56:44,158 - mmaction - INFO - Epoch [72][480/999] lr: 4.931e-01, eta: 2 days, 3:45:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2849, top5_acc: 0.5371, loss_cls: 3.3838, loss: 3.3838, grad_norm: 1.0587 2020-10-04 13:57:04,140 - mmaction - INFO - Epoch [72][500/999] lr: 4.931e-01, eta: 2 days, 3:45:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5284, loss_cls: 3.4265, loss: 3.4265, grad_norm: 1.0559 2020-10-04 13:57:24,071 - mmaction - INFO - Epoch [72][520/999] lr: 4.931e-01, eta: 2 days, 3:45:13, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5508, loss_cls: 3.3243, loss: 3.3243, grad_norm: 1.0520 2020-10-04 13:57:43,933 - mmaction - INFO - Epoch [72][540/999] lr: 4.931e-01, eta: 2 days, 3:44:52, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2829, top5_acc: 0.5342, loss_cls: 3.3986, loss: 3.3986, grad_norm: 1.0560 2020-10-04 13:58:03,854 - mmaction - INFO - Epoch [72][560/999] lr: 4.931e-01, eta: 2 days, 3:44:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2924, top5_acc: 0.5405, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.0464 2020-10-04 13:58:23,712 - mmaction - INFO - Epoch [72][580/999] lr: 4.931e-01, eta: 2 days, 3:44:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5424, loss_cls: 3.3328, loss: 3.3328, grad_norm: 1.0556 2020-10-04 13:58:43,629 - mmaction - INFO - Epoch [72][600/999] lr: 4.931e-01, eta: 2 days, 3:43:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2760, top5_acc: 0.5262, loss_cls: 3.4402, loss: 3.4402, grad_norm: 1.0698 2020-10-04 13:59:03,605 - mmaction - INFO - Epoch [72][620/999] lr: 4.931e-01, eta: 2 days, 3:43:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5358, loss_cls: 3.3965, loss: 3.3965, grad_norm: 1.0735 2020-10-04 13:59:23,544 - mmaction - INFO - Epoch [72][640/999] lr: 4.931e-01, eta: 2 days, 3:43:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5315, loss_cls: 3.4164, loss: 3.4164, grad_norm: 1.0494 2020-10-04 13:59:43,487 - mmaction - INFO - Epoch [72][660/999] lr: 4.931e-01, eta: 2 days, 3:42:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5441, loss_cls: 3.3494, loss: 3.3494, grad_norm: 1.0672 2020-10-04 14:00:04,580 - mmaction - INFO - Epoch [72][680/999] lr: 4.931e-01, eta: 2 days, 3:42:28, time: 1.051, data_time: 0.003, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5384, loss_cls: 3.3870, loss: 3.3870, grad_norm: 1.0538 2020-10-04 14:00:25,392 - mmaction - INFO - Epoch [72][700/999] lr: 4.931e-01, eta: 2 days, 3:42:09, time: 1.045, data_time: 0.007, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5324, loss_cls: 3.3900, loss: 3.3900, grad_norm: 1.0510 2020-10-04 14:00:45,477 - mmaction - INFO - Epoch [72][720/999] lr: 4.931e-01, eta: 2 days, 3:41:49, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5315, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.0600 2020-10-04 14:01:05,301 - mmaction - INFO - Epoch [72][740/999] lr: 4.931e-01, eta: 2 days, 3:41:27, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5290, loss_cls: 3.4074, loss: 3.4074, grad_norm: 1.0530 2020-10-04 14:01:25,156 - mmaction - INFO - Epoch [72][760/999] lr: 4.931e-01, eta: 2 days, 3:41:06, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5417, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.0630 2020-10-04 14:01:45,211 - mmaction - INFO - Epoch [72][780/999] lr: 4.931e-01, eta: 2 days, 3:40:46, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5249, loss_cls: 3.4001, loss: 3.4001, grad_norm: 1.0440 2020-10-04 14:02:05,064 - mmaction - INFO - Epoch [72][800/999] lr: 4.931e-01, eta: 2 days, 3:40:25, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2911, top5_acc: 0.5385, loss_cls: 3.3865, loss: 3.3865, grad_norm: 1.0463 2020-10-04 14:02:24,982 - mmaction - INFO - Epoch [72][820/999] lr: 4.931e-01, eta: 2 days, 3:40:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5346, loss_cls: 3.3759, loss: 3.3759, grad_norm: 1.0568 2020-10-04 14:02:44,883 - mmaction - INFO - Epoch [72][840/999] lr: 4.931e-01, eta: 2 days, 3:39:42, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.2913, top5_acc: 0.5211, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.0555 2020-10-04 14:03:04,794 - mmaction - INFO - Epoch [72][860/999] lr: 4.931e-01, eta: 2 days, 3:39:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2889, top5_acc: 0.5293, loss_cls: 3.4161, loss: 3.4161, grad_norm: 1.0459 2020-10-04 14:03:24,840 - mmaction - INFO - Epoch [72][880/999] lr: 4.931e-01, eta: 2 days, 3:39:01, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5358, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.0631 2020-10-04 14:03:44,697 - mmaction - INFO - Epoch [72][900/999] lr: 4.931e-01, eta: 2 days, 3:38:40, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5365, loss_cls: 3.3975, loss: 3.3975, grad_norm: 1.0550 2020-10-04 14:04:04,555 - mmaction - INFO - Epoch [72][920/999] lr: 4.931e-01, eta: 2 days, 3:38:19, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5408, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.0699 2020-10-04 14:04:24,516 - mmaction - INFO - Epoch [72][940/999] lr: 4.931e-01, eta: 2 days, 3:37:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5328, loss_cls: 3.4130, loss: 3.4130, grad_norm: 1.0658 2020-10-04 14:04:44,308 - mmaction - INFO - Epoch [72][960/999] lr: 4.931e-01, eta: 2 days, 3:37:36, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3018, top5_acc: 0.5346, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.0343 2020-10-04 14:05:04,263 - mmaction - INFO - Epoch [72][980/999] lr: 4.931e-01, eta: 2 days, 3:37:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.3949, loss: 3.3949, grad_norm: 1.0568 2020-10-04 14:05:24,940 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-10-04 14:06:40,569 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 14:06:42,159 - mmaction - INFO - top1_acc 0.3755 top5_acc 0.6502 2020-10-04 14:06:42,159 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 14:06:42,246 - mmaction - INFO - mean_acc 0.3730 2020-10-04 14:06:42,246 - mmaction - INFO - Now best checkpoint is epoch_72.pth 2020-10-04 14:06:42,277 - mmaction - INFO - Epoch(val) [72][999] top1_acc: 0.3755, top5_acc: 0.6502, mean_class_accuracy: 0.3730 2020-10-04 14:07:30,428 - mmaction - INFO - Epoch [73][20/999] lr: 4.903e-01, eta: 2 days, 3:36:58, time: 2.404, data_time: 1.214, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5375, loss_cls: 3.3579, loss: 3.3579, grad_norm: 1.0722 2020-10-04 14:07:50,085 - mmaction - INFO - Epoch [73][40/999] lr: 4.903e-01, eta: 2 days, 3:36:37, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5397, loss_cls: 3.3645, loss: 3.3645, grad_norm: 1.0526 2020-10-04 14:08:09,780 - mmaction - INFO - Epoch [73][60/999] lr: 4.903e-01, eta: 2 days, 3:36:15, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3000, top5_acc: 0.5368, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.0567 2020-10-04 14:08:29,614 - mmaction - INFO - Epoch [73][80/999] lr: 4.903e-01, eta: 2 days, 3:35:54, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5320, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.0663 2020-10-04 14:08:49,433 - mmaction - INFO - Epoch [73][100/999] lr: 4.903e-01, eta: 2 days, 3:35:33, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3018, top5_acc: 0.5445, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.0668 2020-10-04 14:09:09,284 - mmaction - INFO - Epoch [73][120/999] lr: 4.903e-01, eta: 2 days, 3:35:11, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5262, loss_cls: 3.4277, loss: 3.4277, grad_norm: 1.0593 2020-10-04 14:09:29,262 - mmaction - INFO - Epoch [73][140/999] lr: 4.903e-01, eta: 2 days, 3:34:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3018, top5_acc: 0.5371, loss_cls: 3.3517, loss: 3.3517, grad_norm: 1.0529 2020-10-04 14:09:49,199 - mmaction - INFO - Epoch [73][160/999] lr: 4.903e-01, eta: 2 days, 3:34:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5415, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.0628 2020-10-04 14:10:09,148 - mmaction - INFO - Epoch [73][180/999] lr: 4.903e-01, eta: 2 days, 3:34:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5478, loss_cls: 3.3350, loss: 3.3350, grad_norm: 1.0531 2020-10-04 14:10:29,030 - mmaction - INFO - Epoch [73][200/999] lr: 4.903e-01, eta: 2 days, 3:33:48, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5296, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.0616 2020-10-04 14:10:48,854 - mmaction - INFO - Epoch [73][220/999] lr: 4.903e-01, eta: 2 days, 3:33:26, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5391, loss_cls: 3.3476, loss: 3.3476, grad_norm: 1.0643 2020-10-04 14:11:08,686 - mmaction - INFO - Epoch [73][240/999] lr: 4.903e-01, eta: 2 days, 3:33:05, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2878, top5_acc: 0.5294, loss_cls: 3.4054, loss: 3.4054, grad_norm: 1.0563 2020-10-04 14:11:28,589 - mmaction - INFO - Epoch [73][260/999] lr: 4.903e-01, eta: 2 days, 3:32:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5456, loss_cls: 3.3464, loss: 3.3464, grad_norm: 1.0584 2020-10-04 14:11:48,578 - mmaction - INFO - Epoch [73][280/999] lr: 4.903e-01, eta: 2 days, 3:32:23, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2870, top5_acc: 0.5337, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.0746 2020-10-04 14:12:08,537 - mmaction - INFO - Epoch [73][300/999] lr: 4.903e-01, eta: 2 days, 3:32:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5378, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.0583 2020-10-04 14:12:28,398 - mmaction - INFO - Epoch [73][320/999] lr: 4.903e-01, eta: 2 days, 3:31:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5427, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.0513 2020-10-04 14:12:48,276 - mmaction - INFO - Epoch [73][340/999] lr: 4.903e-01, eta: 2 days, 3:31:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5320, loss_cls: 3.3819, loss: 3.3819, grad_norm: 1.0752 2020-10-04 14:13:08,274 - mmaction - INFO - Epoch [73][360/999] lr: 4.903e-01, eta: 2 days, 3:31:00, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5421, loss_cls: 3.3586, loss: 3.3586, grad_norm: 1.0567 2020-10-04 14:13:28,189 - mmaction - INFO - Epoch [73][380/999] lr: 4.903e-01, eta: 2 days, 3:30:38, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2926, top5_acc: 0.5329, loss_cls: 3.3817, loss: 3.3817, grad_norm: 1.0618 2020-10-04 14:13:48,058 - mmaction - INFO - Epoch [73][400/999] lr: 4.903e-01, eta: 2 days, 3:30:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5452, loss_cls: 3.3631, loss: 3.3631, grad_norm: 1.0668 2020-10-04 14:14:07,992 - mmaction - INFO - Epoch [73][420/999] lr: 4.903e-01, eta: 2 days, 3:29:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5366, loss_cls: 3.3768, loss: 3.3768, grad_norm: 1.0698 2020-10-04 14:14:27,928 - mmaction - INFO - Epoch [73][440/999] lr: 4.903e-01, eta: 2 days, 3:29:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5237, loss_cls: 3.4245, loss: 3.4245, grad_norm: 1.0438 2020-10-04 14:14:47,778 - mmaction - INFO - Epoch [73][460/999] lr: 4.903e-01, eta: 2 days, 3:29:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5432, loss_cls: 3.3343, loss: 3.3343, grad_norm: 1.0463 2020-10-04 14:15:07,602 - mmaction - INFO - Epoch [73][480/999] lr: 4.903e-01, eta: 2 days, 3:28:53, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2863, top5_acc: 0.5333, loss_cls: 3.4149, loss: 3.4149, grad_norm: 1.0588 2020-10-04 14:15:27,614 - mmaction - INFO - Epoch [73][500/999] lr: 4.903e-01, eta: 2 days, 3:28:32, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2973, top5_acc: 0.5491, loss_cls: 3.3186, loss: 3.3186, grad_norm: 1.0687 2020-10-04 14:15:47,519 - mmaction - INFO - Epoch [73][520/999] lr: 4.903e-01, eta: 2 days, 3:28:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5458, loss_cls: 3.3379, loss: 3.3379, grad_norm: 1.0721 2020-10-04 14:16:07,410 - mmaction - INFO - Epoch [73][540/999] lr: 4.903e-01, eta: 2 days, 3:27:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2832, top5_acc: 0.5288, loss_cls: 3.4404, loss: 3.4404, grad_norm: 1.0597 2020-10-04 14:16:27,281 - mmaction - INFO - Epoch [73][560/999] lr: 4.903e-01, eta: 2 days, 3:27:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2840, top5_acc: 0.5391, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0586 2020-10-04 14:16:47,250 - mmaction - INFO - Epoch [73][580/999] lr: 4.903e-01, eta: 2 days, 3:27:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2807, top5_acc: 0.5310, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.0578 2020-10-04 14:17:07,235 - mmaction - INFO - Epoch [73][600/999] lr: 4.903e-01, eta: 2 days, 3:26:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5376, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.0601 2020-10-04 14:17:27,155 - mmaction - INFO - Epoch [73][620/999] lr: 4.903e-01, eta: 2 days, 3:26:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2900, top5_acc: 0.5270, loss_cls: 3.4197, loss: 3.4197, grad_norm: 1.0672 2020-10-04 14:17:47,171 - mmaction - INFO - Epoch [73][640/999] lr: 4.903e-01, eta: 2 days, 3:26:06, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5402, loss_cls: 3.3772, loss: 3.3772, grad_norm: 1.0677 2020-10-04 14:18:07,080 - mmaction - INFO - Epoch [73][660/999] lr: 4.903e-01, eta: 2 days, 3:25:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2736, top5_acc: 0.5229, loss_cls: 3.4517, loss: 3.4517, grad_norm: 1.0806 2020-10-04 14:18:26,831 - mmaction - INFO - Epoch [73][680/999] lr: 4.903e-01, eta: 2 days, 3:25:24, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5404, loss_cls: 3.3400, loss: 3.3400, grad_norm: 1.0317 2020-10-04 14:18:46,678 - mmaction - INFO - Epoch [73][700/999] lr: 4.903e-01, eta: 2 days, 3:25:02, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5297, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.0620 2020-10-04 14:19:06,536 - mmaction - INFO - Epoch [73][720/999] lr: 4.903e-01, eta: 2 days, 3:24:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2921, top5_acc: 0.5341, loss_cls: 3.4178, loss: 3.4178, grad_norm: 1.0476 2020-10-04 14:19:26,365 - mmaction - INFO - Epoch [73][740/999] lr: 4.903e-01, eta: 2 days, 3:24:20, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5310, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.0431 2020-10-04 14:19:46,349 - mmaction - INFO - Epoch [73][760/999] lr: 4.903e-01, eta: 2 days, 3:23:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5309, loss_cls: 3.4090, loss: 3.4090, grad_norm: 1.0461 2020-10-04 14:20:06,200 - mmaction - INFO - Epoch [73][780/999] lr: 4.903e-01, eta: 2 days, 3:23:38, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5383, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.0518 2020-10-04 14:20:26,190 - mmaction - INFO - Epoch [73][800/999] lr: 4.903e-01, eta: 2 days, 3:23:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5289, loss_cls: 3.3771, loss: 3.3771, grad_norm: 1.0567 2020-10-04 14:20:46,069 - mmaction - INFO - Epoch [73][820/999] lr: 4.903e-01, eta: 2 days, 3:22:56, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2902, top5_acc: 0.5292, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.0648 2020-10-04 14:21:06,033 - mmaction - INFO - Epoch [73][840/999] lr: 4.903e-01, eta: 2 days, 3:22:35, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5396, loss_cls: 3.3434, loss: 3.3434, grad_norm: 1.0460 2020-10-04 14:21:25,978 - mmaction - INFO - Epoch [73][860/999] lr: 4.903e-01, eta: 2 days, 3:22:14, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5382, loss_cls: 3.3559, loss: 3.3559, grad_norm: 1.0579 2020-10-04 14:21:45,943 - mmaction - INFO - Epoch [73][880/999] lr: 4.903e-01, eta: 2 days, 3:21:54, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5339, loss_cls: 3.3696, loss: 3.3696, grad_norm: 1.0581 2020-10-04 14:22:05,796 - mmaction - INFO - Epoch [73][900/999] lr: 4.903e-01, eta: 2 days, 3:21:33, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5383, loss_cls: 3.3696, loss: 3.3696, grad_norm: 1.0450 2020-10-04 14:22:25,720 - mmaction - INFO - Epoch [73][920/999] lr: 4.903e-01, eta: 2 days, 3:21:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5388, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.0500 2020-10-04 14:22:45,553 - mmaction - INFO - Epoch [73][940/999] lr: 4.903e-01, eta: 2 days, 3:20:50, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5331, loss_cls: 3.4093, loss: 3.4093, grad_norm: 1.0585 2020-10-04 14:23:05,378 - mmaction - INFO - Epoch [73][960/999] lr: 4.903e-01, eta: 2 days, 3:20:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2749, top5_acc: 0.5195, loss_cls: 3.4902, loss: 3.4902, grad_norm: 1.0413 2020-10-04 14:23:25,230 - mmaction - INFO - Epoch [73][980/999] lr: 4.903e-01, eta: 2 days, 3:20:08, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5427, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.0587 2020-10-04 14:24:34,660 - mmaction - INFO - Epoch [74][20/999] lr: 4.875e-01, eta: 2 days, 3:19:56, time: 2.520, data_time: 1.465, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5462, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.0357 2020-10-04 14:24:54,314 - mmaction - INFO - Epoch [74][40/999] lr: 4.875e-01, eta: 2 days, 3:19:35, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5352, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.0632 2020-10-04 14:25:14,121 - mmaction - INFO - Epoch [74][60/999] lr: 4.875e-01, eta: 2 days, 3:19:13, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5453, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.0554 2020-10-04 14:25:34,062 - mmaction - INFO - Epoch [74][80/999] lr: 4.875e-01, eta: 2 days, 3:18:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5318, loss_cls: 3.3724, loss: 3.3724, grad_norm: 1.0624 2020-10-04 14:25:53,869 - mmaction - INFO - Epoch [74][100/999] lr: 4.875e-01, eta: 2 days, 3:18:31, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5439, loss_cls: 3.3452, loss: 3.3452, grad_norm: 1.0637 2020-10-04 14:26:13,785 - mmaction - INFO - Epoch [74][120/999] lr: 4.875e-01, eta: 2 days, 3:18:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5418, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.0636 2020-10-04 14:26:33,645 - mmaction - INFO - Epoch [74][140/999] lr: 4.875e-01, eta: 2 days, 3:17:49, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5414, loss_cls: 3.3200, loss: 3.3200, grad_norm: 1.0699 2020-10-04 14:26:53,606 - mmaction - INFO - Epoch [74][160/999] lr: 4.875e-01, eta: 2 days, 3:17:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5355, loss_cls: 3.3896, loss: 3.3896, grad_norm: 1.0635 2020-10-04 14:27:13,507 - mmaction - INFO - Epoch [74][180/999] lr: 4.875e-01, eta: 2 days, 3:17:07, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2939, top5_acc: 0.5391, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.0681 2020-10-04 14:27:33,450 - mmaction - INFO - Epoch [74][200/999] lr: 4.875e-01, eta: 2 days, 3:16:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5404, loss_cls: 3.3620, loss: 3.3620, grad_norm: 1.0801 2020-10-04 14:27:53,456 - mmaction - INFO - Epoch [74][220/999] lr: 4.875e-01, eta: 2 days, 3:16:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5349, loss_cls: 3.3724, loss: 3.3724, grad_norm: 1.0456 2020-10-04 14:28:13,395 - mmaction - INFO - Epoch [74][240/999] lr: 4.875e-01, eta: 2 days, 3:16:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2889, top5_acc: 0.5327, loss_cls: 3.3940, loss: 3.3940, grad_norm: 1.0686 2020-10-04 14:28:33,350 - mmaction - INFO - Epoch [74][260/999] lr: 4.875e-01, eta: 2 days, 3:15:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5518, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.0613 2020-10-04 14:28:53,230 - mmaction - INFO - Epoch [74][280/999] lr: 4.875e-01, eta: 2 days, 3:15:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5371, loss_cls: 3.3791, loss: 3.3791, grad_norm: 1.0660 2020-10-04 14:29:13,143 - mmaction - INFO - Epoch [74][300/999] lr: 4.875e-01, eta: 2 days, 3:15:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5310, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.0455 2020-10-04 14:29:33,140 - mmaction - INFO - Epoch [74][320/999] lr: 4.875e-01, eta: 2 days, 3:14:41, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5297, loss_cls: 3.3953, loss: 3.3953, grad_norm: 1.0588 2020-10-04 14:29:53,022 - mmaction - INFO - Epoch [74][340/999] lr: 4.875e-01, eta: 2 days, 3:14:20, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5465, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0638 2020-10-04 14:30:13,832 - mmaction - INFO - Epoch [74][360/999] lr: 4.875e-01, eta: 2 days, 3:14:01, time: 1.041, data_time: 0.003, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5328, loss_cls: 3.3693, loss: 3.3693, grad_norm: 1.0545 2020-10-04 14:30:33,709 - mmaction - INFO - Epoch [74][380/999] lr: 4.875e-01, eta: 2 days, 3:13:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5410, loss_cls: 3.3612, loss: 3.3612, grad_norm: 1.0562 2020-10-04 14:30:53,710 - mmaction - INFO - Epoch [74][400/999] lr: 4.875e-01, eta: 2 days, 3:13:19, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5374, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.0545 2020-10-04 14:31:13,651 - mmaction - INFO - Epoch [74][420/999] lr: 4.875e-01, eta: 2 days, 3:12:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5337, loss_cls: 3.3934, loss: 3.3934, grad_norm: 1.0580 2020-10-04 14:31:33,540 - mmaction - INFO - Epoch [74][440/999] lr: 4.875e-01, eta: 2 days, 3:12:37, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2836, top5_acc: 0.5171, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.0459 2020-10-04 14:31:53,585 - mmaction - INFO - Epoch [74][460/999] lr: 4.875e-01, eta: 2 days, 3:12:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5340, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.0470 2020-10-04 14:32:13,510 - mmaction - INFO - Epoch [74][480/999] lr: 4.875e-01, eta: 2 days, 3:11:56, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2911, top5_acc: 0.5378, loss_cls: 3.3568, loss: 3.3568, grad_norm: 1.0711 2020-10-04 14:32:33,384 - mmaction - INFO - Epoch [74][500/999] lr: 4.875e-01, eta: 2 days, 3:11:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5383, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.0634 2020-10-04 14:32:53,263 - mmaction - INFO - Epoch [74][520/999] lr: 4.875e-01, eta: 2 days, 3:11:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5404, loss_cls: 3.3531, loss: 3.3531, grad_norm: 1.0613 2020-10-04 14:33:13,242 - mmaction - INFO - Epoch [74][540/999] lr: 4.875e-01, eta: 2 days, 3:10:53, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5353, loss_cls: 3.3959, loss: 3.3959, grad_norm: 1.0546 2020-10-04 14:33:33,179 - mmaction - INFO - Epoch [74][560/999] lr: 4.875e-01, eta: 2 days, 3:10:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5396, loss_cls: 3.3627, loss: 3.3627, grad_norm: 1.0734 2020-10-04 14:33:53,209 - mmaction - INFO - Epoch [74][580/999] lr: 4.875e-01, eta: 2 days, 3:10:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2854, top5_acc: 0.5336, loss_cls: 3.3904, loss: 3.3904, grad_norm: 1.0693 2020-10-04 14:34:13,013 - mmaction - INFO - Epoch [74][600/999] lr: 4.875e-01, eta: 2 days, 3:09:50, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2883, top5_acc: 0.5357, loss_cls: 3.3965, loss: 3.3965, grad_norm: 1.0660 2020-10-04 14:34:32,851 - mmaction - INFO - Epoch [74][620/999] lr: 4.875e-01, eta: 2 days, 3:09:29, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2909, top5_acc: 0.5286, loss_cls: 3.4189, loss: 3.4189, grad_norm: 1.0408 2020-10-04 14:34:52,781 - mmaction - INFO - Epoch [74][640/999] lr: 4.875e-01, eta: 2 days, 3:09:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5293, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.0569 2020-10-04 14:35:12,700 - mmaction - INFO - Epoch [74][660/999] lr: 4.875e-01, eta: 2 days, 3:08:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5477, loss_cls: 3.3535, loss: 3.3535, grad_norm: 1.0611 2020-10-04 14:35:32,669 - mmaction - INFO - Epoch [74][680/999] lr: 4.875e-01, eta: 2 days, 3:08:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5241, loss_cls: 3.4135, loss: 3.4135, grad_norm: 1.0527 2020-10-04 14:35:52,570 - mmaction - INFO - Epoch [74][700/999] lr: 4.875e-01, eta: 2 days, 3:08:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2896, top5_acc: 0.5421, loss_cls: 3.3837, loss: 3.3837, grad_norm: 1.0632 2020-10-04 14:36:12,471 - mmaction - INFO - Epoch [74][720/999] lr: 4.875e-01, eta: 2 days, 3:07:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.4010, loss: 3.4010, grad_norm: 1.0542 2020-10-04 14:36:32,404 - mmaction - INFO - Epoch [74][740/999] lr: 4.875e-01, eta: 2 days, 3:07:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5243, loss_cls: 3.4496, loss: 3.4496, grad_norm: 1.0521 2020-10-04 14:36:52,285 - mmaction - INFO - Epoch [74][760/999] lr: 4.875e-01, eta: 2 days, 3:07:02, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2883, top5_acc: 0.5306, loss_cls: 3.4003, loss: 3.4003, grad_norm: 1.0543 2020-10-04 14:37:12,168 - mmaction - INFO - Epoch [74][780/999] lr: 4.875e-01, eta: 2 days, 3:06:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5400, loss_cls: 3.3701, loss: 3.3701, grad_norm: 1.0702 2020-10-04 14:37:32,016 - mmaction - INFO - Epoch [74][800/999] lr: 4.875e-01, eta: 2 days, 3:06:20, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5445, loss_cls: 3.3674, loss: 3.3674, grad_norm: 1.0610 2020-10-04 14:37:51,976 - mmaction - INFO - Epoch [74][820/999] lr: 4.875e-01, eta: 2 days, 3:05:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5309, loss_cls: 3.3927, loss: 3.3927, grad_norm: 1.0597 2020-10-04 14:38:11,898 - mmaction - INFO - Epoch [74][840/999] lr: 4.875e-01, eta: 2 days, 3:05:38, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5320, loss_cls: 3.3946, loss: 3.3946, grad_norm: 1.0875 2020-10-04 14:38:31,819 - mmaction - INFO - Epoch [74][860/999] lr: 4.875e-01, eta: 2 days, 3:05:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2948, top5_acc: 0.5311, loss_cls: 3.3815, loss: 3.3815, grad_norm: 1.0636 2020-10-04 14:38:51,708 - mmaction - INFO - Epoch [74][880/999] lr: 4.875e-01, eta: 2 days, 3:04:56, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5432, loss_cls: 3.3542, loss: 3.3542, grad_norm: 1.0594 2020-10-04 14:39:11,579 - mmaction - INFO - Epoch [74][900/999] lr: 4.875e-01, eta: 2 days, 3:04:35, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2861, top5_acc: 0.5307, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.0475 2020-10-04 14:39:31,409 - mmaction - INFO - Epoch [74][920/999] lr: 4.875e-01, eta: 2 days, 3:04:14, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2938, top5_acc: 0.5268, loss_cls: 3.3856, loss: 3.3856, grad_norm: 1.0622 2020-10-04 14:39:51,363 - mmaction - INFO - Epoch [74][940/999] lr: 4.875e-01, eta: 2 days, 3:03:53, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5424, loss_cls: 3.3603, loss: 3.3603, grad_norm: 1.0718 2020-10-04 14:40:11,240 - mmaction - INFO - Epoch [74][960/999] lr: 4.875e-01, eta: 2 days, 3:03:32, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5408, loss_cls: 3.3679, loss: 3.3679, grad_norm: 1.0683 2020-10-04 14:40:31,261 - mmaction - INFO - Epoch [74][980/999] lr: 4.875e-01, eta: 2 days, 3:03:12, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2879, top5_acc: 0.5401, loss_cls: 3.3748, loss: 3.3748, grad_norm: 1.0618 2020-10-04 14:41:40,502 - mmaction - INFO - Epoch [75][20/999] lr: 4.846e-01, eta: 2 days, 3:02:58, time: 2.507, data_time: 1.390, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5392, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.0542 2020-10-04 14:42:00,186 - mmaction - INFO - Epoch [75][40/999] lr: 4.846e-01, eta: 2 days, 3:02:37, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5365, loss_cls: 3.3996, loss: 3.3996, grad_norm: 1.0562 2020-10-04 14:42:20,032 - mmaction - INFO - Epoch [75][60/999] lr: 4.846e-01, eta: 2 days, 3:02:16, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3016, top5_acc: 0.5483, loss_cls: 3.3210, loss: 3.3210, grad_norm: 1.0594 2020-10-04 14:42:39,914 - mmaction - INFO - Epoch [75][80/999] lr: 4.846e-01, eta: 2 days, 3:01:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3039, top5_acc: 0.5465, loss_cls: 3.3444, loss: 3.3444, grad_norm: 1.0572 2020-10-04 14:42:59,882 - mmaction - INFO - Epoch [75][100/999] lr: 4.846e-01, eta: 2 days, 3:01:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5346, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.0572 2020-10-04 14:43:19,816 - mmaction - INFO - Epoch [75][120/999] lr: 4.846e-01, eta: 2 days, 3:01:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5385, loss_cls: 3.3318, loss: 3.3318, grad_norm: 1.0576 2020-10-04 14:43:39,741 - mmaction - INFO - Epoch [75][140/999] lr: 4.846e-01, eta: 2 days, 3:00:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5380, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.0600 2020-10-04 14:43:59,686 - mmaction - INFO - Epoch [75][160/999] lr: 4.846e-01, eta: 2 days, 3:00:31, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5358, loss_cls: 3.3727, loss: 3.3727, grad_norm: 1.0562 2020-10-04 14:44:19,558 - mmaction - INFO - Epoch [75][180/999] lr: 4.846e-01, eta: 2 days, 3:00:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5437, loss_cls: 3.3419, loss: 3.3419, grad_norm: 1.0721 2020-10-04 14:44:39,452 - mmaction - INFO - Epoch [75][200/999] lr: 4.846e-01, eta: 2 days, 2:59:49, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5339, loss_cls: 3.3807, loss: 3.3807, grad_norm: 1.0499 2020-10-04 14:44:59,506 - mmaction - INFO - Epoch [75][220/999] lr: 4.846e-01, eta: 2 days, 2:59:29, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.2848, top5_acc: 0.5307, loss_cls: 3.4008, loss: 3.4008, grad_norm: 1.0632 2020-10-04 14:45:19,362 - mmaction - INFO - Epoch [75][240/999] lr: 4.846e-01, eta: 2 days, 2:59:07, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5449, loss_cls: 3.3541, loss: 3.3541, grad_norm: 1.0541 2020-10-04 14:45:39,279 - mmaction - INFO - Epoch [75][260/999] lr: 4.846e-01, eta: 2 days, 2:58:46, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5363, loss_cls: 3.3834, loss: 3.3834, grad_norm: 1.0689 2020-10-04 14:45:59,130 - mmaction - INFO - Epoch [75][280/999] lr: 4.846e-01, eta: 2 days, 2:58:25, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5400, loss_cls: 3.3258, loss: 3.3258, grad_norm: 1.0447 2020-10-04 14:46:19,118 - mmaction - INFO - Epoch [75][300/999] lr: 4.846e-01, eta: 2 days, 2:58:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2919, top5_acc: 0.5405, loss_cls: 3.3582, loss: 3.3582, grad_norm: 1.0654 2020-10-04 14:46:39,015 - mmaction - INFO - Epoch [75][320/999] lr: 4.846e-01, eta: 2 days, 2:57:44, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5452, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.0605 2020-10-04 14:46:58,939 - mmaction - INFO - Epoch [75][340/999] lr: 4.846e-01, eta: 2 days, 2:57:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5359, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.0654 2020-10-04 14:47:18,849 - mmaction - INFO - Epoch [75][360/999] lr: 4.846e-01, eta: 2 days, 2:57:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5467, loss_cls: 3.3301, loss: 3.3301, grad_norm: 1.0615 2020-10-04 14:47:38,806 - mmaction - INFO - Epoch [75][380/999] lr: 4.846e-01, eta: 2 days, 2:56:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5270, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.0708 2020-10-04 14:47:58,656 - mmaction - INFO - Epoch [75][400/999] lr: 4.846e-01, eta: 2 days, 2:56:20, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5333, loss_cls: 3.3831, loss: 3.3831, grad_norm: 1.0555 2020-10-04 14:48:18,653 - mmaction - INFO - Epoch [75][420/999] lr: 4.846e-01, eta: 2 days, 2:55:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5306, loss_cls: 3.3961, loss: 3.3961, grad_norm: 1.0693 2020-10-04 14:48:38,492 - mmaction - INFO - Epoch [75][440/999] lr: 4.846e-01, eta: 2 days, 2:55:38, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5432, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0612 2020-10-04 14:48:58,431 - mmaction - INFO - Epoch [75][460/999] lr: 4.846e-01, eta: 2 days, 2:55:17, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5415, loss_cls: 3.3369, loss: 3.3369, grad_norm: 1.0637 2020-10-04 14:49:18,447 - mmaction - INFO - Epoch [75][480/999] lr: 4.846e-01, eta: 2 days, 2:54:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2888, top5_acc: 0.5358, loss_cls: 3.3694, loss: 3.3694, grad_norm: 1.0708 2020-10-04 14:49:38,280 - mmaction - INFO - Epoch [75][500/999] lr: 4.846e-01, eta: 2 days, 2:54:35, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5314, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.0672 2020-10-04 14:49:58,174 - mmaction - INFO - Epoch [75][520/999] lr: 4.846e-01, eta: 2 days, 2:54:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5293, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0619 2020-10-04 14:50:18,051 - mmaction - INFO - Epoch [75][540/999] lr: 4.846e-01, eta: 2 days, 2:53:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5427, loss_cls: 3.3605, loss: 3.3605, grad_norm: 1.0524 2020-10-04 14:50:37,923 - mmaction - INFO - Epoch [75][560/999] lr: 4.846e-01, eta: 2 days, 2:53:32, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5409, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0663 2020-10-04 14:50:57,819 - mmaction - INFO - Epoch [75][580/999] lr: 4.846e-01, eta: 2 days, 2:53:11, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5354, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.0646 2020-10-04 14:51:17,807 - mmaction - INFO - Epoch [75][600/999] lr: 4.846e-01, eta: 2 days, 2:52:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5380, loss_cls: 3.3864, loss: 3.3864, grad_norm: 1.0527 2020-10-04 14:51:37,650 - mmaction - INFO - Epoch [75][620/999] lr: 4.846e-01, eta: 2 days, 2:52:29, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5378, loss_cls: 3.3424, loss: 3.3424, grad_norm: 1.0518 2020-10-04 14:51:57,682 - mmaction - INFO - Epoch [75][640/999] lr: 4.846e-01, eta: 2 days, 2:52:08, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5391, loss_cls: 3.3649, loss: 3.3649, grad_norm: 1.0689 2020-10-04 14:52:17,587 - mmaction - INFO - Epoch [75][660/999] lr: 4.846e-01, eta: 2 days, 2:51:47, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5492, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0567 2020-10-04 14:52:37,509 - mmaction - INFO - Epoch [75][680/999] lr: 4.846e-01, eta: 2 days, 2:51:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5345, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.0772 2020-10-04 14:52:57,419 - mmaction - INFO - Epoch [75][700/999] lr: 4.846e-01, eta: 2 days, 2:51:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5374, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0663 2020-10-04 14:53:17,339 - mmaction - INFO - Epoch [75][720/999] lr: 4.846e-01, eta: 2 days, 2:50:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5383, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.0689 2020-10-04 14:53:37,298 - mmaction - INFO - Epoch [75][740/999] lr: 4.846e-01, eta: 2 days, 2:50:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5458, loss_cls: 3.3047, loss: 3.3047, grad_norm: 1.0647 2020-10-04 14:53:57,209 - mmaction - INFO - Epoch [75][760/999] lr: 4.846e-01, eta: 2 days, 2:50:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2880, top5_acc: 0.5376, loss_cls: 3.3937, loss: 3.3937, grad_norm: 1.0887 2020-10-04 14:54:17,054 - mmaction - INFO - Epoch [75][780/999] lr: 4.846e-01, eta: 2 days, 2:49:42, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5380, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0682 2020-10-04 14:54:36,980 - mmaction - INFO - Epoch [75][800/999] lr: 4.846e-01, eta: 2 days, 2:49:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2939, top5_acc: 0.5329, loss_cls: 3.3901, loss: 3.3901, grad_norm: 1.0531 2020-10-04 14:54:56,878 - mmaction - INFO - Epoch [75][820/999] lr: 4.846e-01, eta: 2 days, 2:49:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5424, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.0800 2020-10-04 14:55:16,697 - mmaction - INFO - Epoch [75][840/999] lr: 4.846e-01, eta: 2 days, 2:48:39, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5389, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.0549 2020-10-04 14:55:36,576 - mmaction - INFO - Epoch [75][860/999] lr: 4.846e-01, eta: 2 days, 2:48:18, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2926, top5_acc: 0.5309, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.0565 2020-10-04 14:55:56,388 - mmaction - INFO - Epoch [75][880/999] lr: 4.846e-01, eta: 2 days, 2:47:56, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5348, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.0436 2020-10-04 14:56:16,308 - mmaction - INFO - Epoch [75][900/999] lr: 4.846e-01, eta: 2 days, 2:47:36, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5382, loss_cls: 3.3705, loss: 3.3705, grad_norm: 1.0629 2020-10-04 14:56:36,119 - mmaction - INFO - Epoch [75][920/999] lr: 4.846e-01, eta: 2 days, 2:47:14, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5388, loss_cls: 3.3740, loss: 3.3740, grad_norm: 1.0741 2020-10-04 14:56:56,060 - mmaction - INFO - Epoch [75][940/999] lr: 4.846e-01, eta: 2 days, 2:46:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5409, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.0660 2020-10-04 14:57:15,886 - mmaction - INFO - Epoch [75][960/999] lr: 4.846e-01, eta: 2 days, 2:46:32, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.0733 2020-10-04 14:57:35,820 - mmaction - INFO - Epoch [75][980/999] lr: 4.846e-01, eta: 2 days, 2:46:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5318, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.0493 2020-10-04 14:58:45,102 - mmaction - INFO - Epoch [76][20/999] lr: 4.817e-01, eta: 2 days, 2:45:58, time: 2.505, data_time: 1.499, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5336, loss_cls: 3.3966, loss: 3.3966, grad_norm: 1.0586 2020-10-04 14:59:04,843 - mmaction - INFO - Epoch [76][40/999] lr: 4.817e-01, eta: 2 days, 2:45:36, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5393, loss_cls: 3.3633, loss: 3.3633, grad_norm: 1.0646 2020-10-04 14:59:24,580 - mmaction - INFO - Epoch [76][60/999] lr: 4.817e-01, eta: 2 days, 2:45:15, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5413, loss_cls: 3.3430, loss: 3.3430, grad_norm: 1.0590 2020-10-04 14:59:44,434 - mmaction - INFO - Epoch [76][80/999] lr: 4.817e-01, eta: 2 days, 2:44:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5469, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.0616 2020-10-04 15:00:05,610 - mmaction - INFO - Epoch [76][100/999] lr: 4.817e-01, eta: 2 days, 2:44:36, time: 1.059, data_time: 0.002, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5329, loss_cls: 3.3768, loss: 3.3768, grad_norm: 1.0668 2020-10-04 15:00:26,502 - mmaction - INFO - Epoch [76][120/999] lr: 4.817e-01, eta: 2 days, 2:44:17, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5458, loss_cls: 3.3232, loss: 3.3232, grad_norm: 1.0753 2020-10-04 15:00:46,533 - mmaction - INFO - Epoch [76][140/999] lr: 4.817e-01, eta: 2 days, 2:43:57, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5484, loss_cls: 3.3082, loss: 3.3082, grad_norm: 1.0596 2020-10-04 15:01:06,399 - mmaction - INFO - Epoch [76][160/999] lr: 4.817e-01, eta: 2 days, 2:43:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5539, loss_cls: 3.2980, loss: 3.2980, grad_norm: 1.0896 2020-10-04 15:01:26,387 - mmaction - INFO - Epoch [76][180/999] lr: 4.817e-01, eta: 2 days, 2:43:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2909, top5_acc: 0.5333, loss_cls: 3.3638, loss: 3.3638, grad_norm: 1.0599 2020-10-04 15:01:46,282 - mmaction - INFO - Epoch [76][200/999] lr: 4.817e-01, eta: 2 days, 2:42:54, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5391, loss_cls: 3.3840, loss: 3.3840, grad_norm: 1.0689 2020-10-04 15:02:06,165 - mmaction - INFO - Epoch [76][220/999] lr: 4.817e-01, eta: 2 days, 2:42:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5439, loss_cls: 3.3534, loss: 3.3534, grad_norm: 1.0751 2020-10-04 15:02:26,057 - mmaction - INFO - Epoch [76][240/999] lr: 4.817e-01, eta: 2 days, 2:42:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5354, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.0510 2020-10-04 15:02:45,904 - mmaction - INFO - Epoch [76][260/999] lr: 4.817e-01, eta: 2 days, 2:41:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5392, loss_cls: 3.3508, loss: 3.3508, grad_norm: 1.0775 2020-10-04 15:03:05,751 - mmaction - INFO - Epoch [76][280/999] lr: 4.817e-01, eta: 2 days, 2:41:30, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2999, top5_acc: 0.5408, loss_cls: 3.3242, loss: 3.3242, grad_norm: 1.0716 2020-10-04 15:03:25,673 - mmaction - INFO - Epoch [76][300/999] lr: 4.817e-01, eta: 2 days, 2:41:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5408, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0671 2020-10-04 15:03:45,677 - mmaction - INFO - Epoch [76][320/999] lr: 4.817e-01, eta: 2 days, 2:40:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2923, top5_acc: 0.5393, loss_cls: 3.3734, loss: 3.3734, grad_norm: 1.0874 2020-10-04 15:04:05,500 - mmaction - INFO - Epoch [76][340/999] lr: 4.817e-01, eta: 2 days, 2:40:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3055, top5_acc: 0.5565, loss_cls: 3.2856, loss: 3.2856, grad_norm: 1.0637 2020-10-04 15:04:25,413 - mmaction - INFO - Epoch [76][360/999] lr: 4.817e-01, eta: 2 days, 2:40:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5406, loss_cls: 3.3452, loss: 3.3452, grad_norm: 1.0790 2020-10-04 15:04:45,212 - mmaction - INFO - Epoch [76][380/999] lr: 4.817e-01, eta: 2 days, 2:39:45, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5417, loss_cls: 3.3378, loss: 3.3378, grad_norm: 1.0714 2020-10-04 15:05:05,059 - mmaction - INFO - Epoch [76][400/999] lr: 4.817e-01, eta: 2 days, 2:39:24, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5342, loss_cls: 3.3659, loss: 3.3659, grad_norm: 1.0750 2020-10-04 15:05:25,010 - mmaction - INFO - Epoch [76][420/999] lr: 4.817e-01, eta: 2 days, 2:39:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5376, loss_cls: 3.3754, loss: 3.3754, grad_norm: 1.0639 2020-10-04 15:05:44,898 - mmaction - INFO - Epoch [76][440/999] lr: 4.817e-01, eta: 2 days, 2:38:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5478, loss_cls: 3.3106, loss: 3.3106, grad_norm: 1.0620 2020-10-04 15:06:04,810 - mmaction - INFO - Epoch [76][460/999] lr: 4.817e-01, eta: 2 days, 2:38:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5389, loss_cls: 3.3490, loss: 3.3490, grad_norm: 1.0812 2020-10-04 15:06:24,664 - mmaction - INFO - Epoch [76][480/999] lr: 4.817e-01, eta: 2 days, 2:38:00, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5404, loss_cls: 3.3463, loss: 3.3463, grad_norm: 1.0415 2020-10-04 15:06:44,510 - mmaction - INFO - Epoch [76][500/999] lr: 4.817e-01, eta: 2 days, 2:37:39, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2857, top5_acc: 0.5275, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.0530 2020-10-04 15:07:04,365 - mmaction - INFO - Epoch [76][520/999] lr: 4.817e-01, eta: 2 days, 2:37:18, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5303, loss_cls: 3.4189, loss: 3.4189, grad_norm: 1.0866 2020-10-04 15:07:24,306 - mmaction - INFO - Epoch [76][540/999] lr: 4.817e-01, eta: 2 days, 2:36:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5401, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0482 2020-10-04 15:07:44,244 - mmaction - INFO - Epoch [76][560/999] lr: 4.817e-01, eta: 2 days, 2:36:36, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2898, top5_acc: 0.5417, loss_cls: 3.3846, loss: 3.3846, grad_norm: 1.0714 2020-10-04 15:08:04,135 - mmaction - INFO - Epoch [76][580/999] lr: 4.817e-01, eta: 2 days, 2:36:15, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5477, loss_cls: 3.3175, loss: 3.3175, grad_norm: 1.0576 2020-10-04 15:08:24,097 - mmaction - INFO - Epoch [76][600/999] lr: 4.817e-01, eta: 2 days, 2:35:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5423, loss_cls: 3.3633, loss: 3.3633, grad_norm: 1.0638 2020-10-04 15:08:43,947 - mmaction - INFO - Epoch [76][620/999] lr: 4.817e-01, eta: 2 days, 2:35:33, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5404, loss_cls: 3.3632, loss: 3.3632, grad_norm: 1.0662 2020-10-04 15:09:03,927 - mmaction - INFO - Epoch [76][640/999] lr: 4.817e-01, eta: 2 days, 2:35:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5477, loss_cls: 3.3204, loss: 3.3204, grad_norm: 1.0551 2020-10-04 15:09:23,689 - mmaction - INFO - Epoch [76][660/999] lr: 4.817e-01, eta: 2 days, 2:34:51, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5434, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0614 2020-10-04 15:09:43,584 - mmaction - INFO - Epoch [76][680/999] lr: 4.817e-01, eta: 2 days, 2:34:30, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5342, loss_cls: 3.4027, loss: 3.4027, grad_norm: 1.0582 2020-10-04 15:10:03,448 - mmaction - INFO - Epoch [76][700/999] lr: 4.817e-01, eta: 2 days, 2:34:09, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2939, top5_acc: 0.5355, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.0690 2020-10-04 15:10:23,477 - mmaction - INFO - Epoch [76][720/999] lr: 4.817e-01, eta: 2 days, 2:33:48, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5406, loss_cls: 3.3732, loss: 3.3732, grad_norm: 1.0672 2020-10-04 15:10:43,333 - mmaction - INFO - Epoch [76][740/999] lr: 4.817e-01, eta: 2 days, 2:33:27, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5396, loss_cls: 3.3694, loss: 3.3694, grad_norm: 1.0795 2020-10-04 15:11:03,303 - mmaction - INFO - Epoch [76][760/999] lr: 4.817e-01, eta: 2 days, 2:33:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5305, loss_cls: 3.3935, loss: 3.3935, grad_norm: 1.0546 2020-10-04 15:11:23,141 - mmaction - INFO - Epoch [76][780/999] lr: 4.817e-01, eta: 2 days, 2:32:45, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5355, loss_cls: 3.3791, loss: 3.3791, grad_norm: 1.0638 2020-10-04 15:11:43,010 - mmaction - INFO - Epoch [76][800/999] lr: 4.817e-01, eta: 2 days, 2:32:24, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5371, loss_cls: 3.3732, loss: 3.3732, grad_norm: 1.0661 2020-10-04 15:12:02,830 - mmaction - INFO - Epoch [76][820/999] lr: 4.817e-01, eta: 2 days, 2:32:03, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5396, loss_cls: 3.3526, loss: 3.3526, grad_norm: 1.0461 2020-10-04 15:12:22,736 - mmaction - INFO - Epoch [76][840/999] lr: 4.817e-01, eta: 2 days, 2:31:42, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5409, loss_cls: 3.3529, loss: 3.3529, grad_norm: 1.0615 2020-10-04 15:12:42,690 - mmaction - INFO - Epoch [76][860/999] lr: 4.817e-01, eta: 2 days, 2:31:21, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5348, loss_cls: 3.3835, loss: 3.3835, grad_norm: 1.0782 2020-10-04 15:13:02,459 - mmaction - INFO - Epoch [76][880/999] lr: 4.817e-01, eta: 2 days, 2:31:00, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2923, top5_acc: 0.5370, loss_cls: 3.3818, loss: 3.3818, grad_norm: 1.0651 2020-10-04 15:13:22,386 - mmaction - INFO - Epoch [76][900/999] lr: 4.817e-01, eta: 2 days, 2:30:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2796, top5_acc: 0.5328, loss_cls: 3.4022, loss: 3.4022, grad_norm: 1.0746 2020-10-04 15:13:42,263 - mmaction - INFO - Epoch [76][920/999] lr: 4.817e-01, eta: 2 days, 2:30:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5402, loss_cls: 3.3492, loss: 3.3492, grad_norm: 1.0703 2020-10-04 15:14:02,136 - mmaction - INFO - Epoch [76][940/999] lr: 4.817e-01, eta: 2 days, 2:29:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5422, loss_cls: 3.3452, loss: 3.3452, grad_norm: 1.0624 2020-10-04 15:14:22,074 - mmaction - INFO - Epoch [76][960/999] lr: 4.817e-01, eta: 2 days, 2:29:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5402, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.0599 2020-10-04 15:14:42,036 - mmaction - INFO - Epoch [76][980/999] lr: 4.817e-01, eta: 2 days, 2:29:15, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5365, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.0785 2020-10-04 15:15:54,968 - mmaction - INFO - Epoch [77][20/999] lr: 4.787e-01, eta: 2 days, 2:29:07, time: 2.615, data_time: 1.530, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5458, loss_cls: 3.3526, loss: 3.3526, grad_norm: 1.0939 2020-10-04 15:16:14,639 - mmaction - INFO - Epoch [77][40/999] lr: 4.787e-01, eta: 2 days, 2:28:45, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5495, loss_cls: 3.3229, loss: 3.3229, grad_norm: 1.0666 2020-10-04 15:16:34,434 - mmaction - INFO - Epoch [77][60/999] lr: 4.787e-01, eta: 2 days, 2:28:24, time: 0.992, data_time: 0.005, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5443, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.0721 2020-10-04 15:16:54,338 - mmaction - INFO - Epoch [77][80/999] lr: 4.787e-01, eta: 2 days, 2:28:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5401, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0611 2020-10-04 15:17:14,187 - mmaction - INFO - Epoch [77][100/999] lr: 4.787e-01, eta: 2 days, 2:27:42, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5469, loss_cls: 3.3045, loss: 3.3045, grad_norm: 1.0760 2020-10-04 15:17:34,106 - mmaction - INFO - Epoch [77][120/999] lr: 4.787e-01, eta: 2 days, 2:27:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5301, loss_cls: 3.3820, loss: 3.3820, grad_norm: 1.0816 2020-10-04 15:17:54,055 - mmaction - INFO - Epoch [77][140/999] lr: 4.787e-01, eta: 2 days, 2:27:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5449, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.0648 2020-10-04 15:18:14,058 - mmaction - INFO - Epoch [77][160/999] lr: 4.787e-01, eta: 2 days, 2:26:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5482, loss_cls: 3.3132, loss: 3.3132, grad_norm: 1.0711 2020-10-04 15:18:33,944 - mmaction - INFO - Epoch [77][180/999] lr: 4.787e-01, eta: 2 days, 2:26:18, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3083, top5_acc: 0.5451, loss_cls: 3.3182, loss: 3.3182, grad_norm: 1.0822 2020-10-04 15:18:53,879 - mmaction - INFO - Epoch [77][200/999] lr: 4.787e-01, eta: 2 days, 2:25:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5379, loss_cls: 3.3872, loss: 3.3872, grad_norm: 1.0590 2020-10-04 15:19:13,827 - mmaction - INFO - Epoch [77][220/999] lr: 4.787e-01, eta: 2 days, 2:25:37, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5470, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.0647 2020-10-04 15:19:33,770 - mmaction - INFO - Epoch [77][240/999] lr: 4.787e-01, eta: 2 days, 2:25:16, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3010, top5_acc: 0.5335, loss_cls: 3.3565, loss: 3.3565, grad_norm: 1.0784 2020-10-04 15:19:53,792 - mmaction - INFO - Epoch [77][260/999] lr: 4.787e-01, eta: 2 days, 2:24:55, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2914, top5_acc: 0.5302, loss_cls: 3.4021, loss: 3.4021, grad_norm: 1.0718 2020-10-04 15:20:13,678 - mmaction - INFO - Epoch [77][280/999] lr: 4.787e-01, eta: 2 days, 2:24:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2956, top5_acc: 0.5329, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.0530 2020-10-04 15:20:33,636 - mmaction - INFO - Epoch [77][300/999] lr: 4.787e-01, eta: 2 days, 2:24:13, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2913, top5_acc: 0.5372, loss_cls: 3.3897, loss: 3.3897, grad_norm: 1.0852 2020-10-04 15:20:53,563 - mmaction - INFO - Epoch [77][320/999] lr: 4.787e-01, eta: 2 days, 2:23:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5461, loss_cls: 3.3251, loss: 3.3251, grad_norm: 1.0613 2020-10-04 15:21:13,400 - mmaction - INFO - Epoch [77][340/999] lr: 4.787e-01, eta: 2 days, 2:23:31, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2979, top5_acc: 0.5395, loss_cls: 3.3578, loss: 3.3578, grad_norm: 1.0871 2020-10-04 15:21:33,385 - mmaction - INFO - Epoch [77][360/999] lr: 4.787e-01, eta: 2 days, 2:23:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5299, loss_cls: 3.4020, loss: 3.4020, grad_norm: 1.0438 2020-10-04 15:21:53,212 - mmaction - INFO - Epoch [77][380/999] lr: 4.787e-01, eta: 2 days, 2:22:49, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5315, loss_cls: 3.3771, loss: 3.3771, grad_norm: 1.0715 2020-10-04 15:22:13,114 - mmaction - INFO - Epoch [77][400/999] lr: 4.787e-01, eta: 2 days, 2:22:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5331, loss_cls: 3.3537, loss: 3.3537, grad_norm: 1.0598 2020-10-04 15:22:33,082 - mmaction - INFO - Epoch [77][420/999] lr: 4.787e-01, eta: 2 days, 2:22:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5490, loss_cls: 3.3317, loss: 3.3317, grad_norm: 1.0715 2020-10-04 15:22:52,982 - mmaction - INFO - Epoch [77][440/999] lr: 4.787e-01, eta: 2 days, 2:21:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5320, loss_cls: 3.3784, loss: 3.3784, grad_norm: 1.0672 2020-10-04 15:23:12,909 - mmaction - INFO - Epoch [77][460/999] lr: 4.787e-01, eta: 2 days, 2:21:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5400, loss_cls: 3.3505, loss: 3.3505, grad_norm: 1.0695 2020-10-04 15:23:32,841 - mmaction - INFO - Epoch [77][480/999] lr: 4.787e-01, eta: 2 days, 2:21:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3022, top5_acc: 0.5389, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.0593 2020-10-04 15:23:52,782 - mmaction - INFO - Epoch [77][500/999] lr: 4.787e-01, eta: 2 days, 2:20:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2988, top5_acc: 0.5479, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.0758 2020-10-04 15:24:12,651 - mmaction - INFO - Epoch [77][520/999] lr: 4.787e-01, eta: 2 days, 2:20:23, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5443, loss_cls: 3.3722, loss: 3.3722, grad_norm: 1.0747 2020-10-04 15:24:32,465 - mmaction - INFO - Epoch [77][540/999] lr: 4.787e-01, eta: 2 days, 2:20:02, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5427, loss_cls: 3.3552, loss: 3.3552, grad_norm: 1.0601 2020-10-04 15:24:52,421 - mmaction - INFO - Epoch [77][560/999] lr: 4.787e-01, eta: 2 days, 2:19:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5430, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.0616 2020-10-04 15:25:12,331 - mmaction - INFO - Epoch [77][580/999] lr: 4.787e-01, eta: 2 days, 2:19:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5398, loss_cls: 3.3584, loss: 3.3584, grad_norm: 1.0596 2020-10-04 15:25:32,218 - mmaction - INFO - Epoch [77][600/999] lr: 4.787e-01, eta: 2 days, 2:18:59, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3046, top5_acc: 0.5467, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.0633 2020-10-04 15:25:52,148 - mmaction - INFO - Epoch [77][620/999] lr: 4.787e-01, eta: 2 days, 2:18:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5503, loss_cls: 3.3214, loss: 3.3214, grad_norm: 1.0810 2020-10-04 15:26:12,088 - mmaction - INFO - Epoch [77][640/999] lr: 4.787e-01, eta: 2 days, 2:18:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5421, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.0756 2020-10-04 15:26:31,928 - mmaction - INFO - Epoch [77][660/999] lr: 4.787e-01, eta: 2 days, 2:17:56, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5493, loss_cls: 3.3338, loss: 3.3338, grad_norm: 1.0635 2020-10-04 15:26:51,783 - mmaction - INFO - Epoch [77][680/999] lr: 4.787e-01, eta: 2 days, 2:17:35, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5462, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.0722 2020-10-04 15:27:11,789 - mmaction - INFO - Epoch [77][700/999] lr: 4.787e-01, eta: 2 days, 2:17:14, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2810, top5_acc: 0.5259, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.0674 2020-10-04 15:27:31,690 - mmaction - INFO - Epoch [77][720/999] lr: 4.787e-01, eta: 2 days, 2:16:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5507, loss_cls: 3.3443, loss: 3.3443, grad_norm: 1.0686 2020-10-04 15:27:51,439 - mmaction - INFO - Epoch [77][740/999] lr: 4.787e-01, eta: 2 days, 2:16:32, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5367, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.0702 2020-10-04 15:28:11,351 - mmaction - INFO - Epoch [77][760/999] lr: 4.787e-01, eta: 2 days, 2:16:11, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5379, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.0708 2020-10-04 15:28:31,241 - mmaction - INFO - Epoch [77][780/999] lr: 4.787e-01, eta: 2 days, 2:15:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5376, loss_cls: 3.3629, loss: 3.3629, grad_norm: 1.0736 2020-10-04 15:28:51,118 - mmaction - INFO - Epoch [77][800/999] lr: 4.787e-01, eta: 2 days, 2:15:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5439, loss_cls: 3.3501, loss: 3.3501, grad_norm: 1.0655 2020-10-04 15:29:11,090 - mmaction - INFO - Epoch [77][820/999] lr: 4.787e-01, eta: 2 days, 2:15:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3039, top5_acc: 0.5397, loss_cls: 3.3628, loss: 3.3628, grad_norm: 1.0654 2020-10-04 15:29:30,984 - mmaction - INFO - Epoch [77][840/999] lr: 4.787e-01, eta: 2 days, 2:14:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3061, top5_acc: 0.5527, loss_cls: 3.2960, loss: 3.2960, grad_norm: 1.0807 2020-10-04 15:29:50,971 - mmaction - INFO - Epoch [77][860/999] lr: 4.787e-01, eta: 2 days, 2:14:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2865, top5_acc: 0.5310, loss_cls: 3.3870, loss: 3.3870, grad_norm: 1.0774 2020-10-04 15:30:11,715 - mmaction - INFO - Epoch [77][880/999] lr: 4.787e-01, eta: 2 days, 2:14:08, time: 1.036, data_time: 0.002, memory: 8478, top1_acc: 0.2889, top5_acc: 0.5326, loss_cls: 3.3747, loss: 3.3747, grad_norm: 1.0653 2020-10-04 15:30:31,704 - mmaction - INFO - Epoch [77][900/999] lr: 4.787e-01, eta: 2 days, 2:13:47, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2875, top5_acc: 0.5303, loss_cls: 3.4085, loss: 3.4085, grad_norm: 1.0750 2020-10-04 15:30:51,651 - mmaction - INFO - Epoch [77][920/999] lr: 4.787e-01, eta: 2 days, 2:13:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5312, loss_cls: 3.3914, loss: 3.3914, grad_norm: 1.0665 2020-10-04 15:31:11,384 - mmaction - INFO - Epoch [77][940/999] lr: 4.787e-01, eta: 2 days, 2:13:05, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2945, top5_acc: 0.5385, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.0560 2020-10-04 15:31:31,305 - mmaction - INFO - Epoch [77][960/999] lr: 4.787e-01, eta: 2 days, 2:12:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2831, top5_acc: 0.5328, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.0704 2020-10-04 15:31:51,214 - mmaction - INFO - Epoch [77][980/999] lr: 4.787e-01, eta: 2 days, 2:12:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5374, loss_cls: 3.3489, loss: 3.3489, grad_norm: 1.0579 2020-10-04 15:33:00,289 - mmaction - INFO - Epoch [78][20/999] lr: 4.757e-01, eta: 2 days, 2:12:08, time: 2.497, data_time: 1.464, memory: 8478, top1_acc: 0.2895, top5_acc: 0.5411, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.0655 2020-10-04 15:33:19,993 - mmaction - INFO - Epoch [78][40/999] lr: 4.757e-01, eta: 2 days, 2:11:47, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5393, loss_cls: 3.3483, loss: 3.3483, grad_norm: 1.0805 2020-10-04 15:33:39,716 - mmaction - INFO - Epoch [78][60/999] lr: 4.757e-01, eta: 2 days, 2:11:26, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5478, loss_cls: 3.3325, loss: 3.3325, grad_norm: 1.0701 2020-10-04 15:33:59,568 - mmaction - INFO - Epoch [78][80/999] lr: 4.757e-01, eta: 2 days, 2:11:04, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5410, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.0779 2020-10-04 15:34:19,555 - mmaction - INFO - Epoch [78][100/999] lr: 4.757e-01, eta: 2 days, 2:10:44, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5456, loss_cls: 3.3304, loss: 3.3304, grad_norm: 1.0424 2020-10-04 15:34:39,404 - mmaction - INFO - Epoch [78][120/999] lr: 4.757e-01, eta: 2 days, 2:10:23, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5331, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.0951 2020-10-04 15:34:59,392 - mmaction - INFO - Epoch [78][140/999] lr: 4.757e-01, eta: 2 days, 2:10:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2979, top5_acc: 0.5449, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.0627 2020-10-04 15:35:19,375 - mmaction - INFO - Epoch [78][160/999] lr: 4.757e-01, eta: 2 days, 2:09:41, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5392, loss_cls: 3.3763, loss: 3.3763, grad_norm: 1.0646 2020-10-04 15:35:39,296 - mmaction - INFO - Epoch [78][180/999] lr: 4.757e-01, eta: 2 days, 2:09:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3064, top5_acc: 0.5479, loss_cls: 3.2917, loss: 3.2917, grad_norm: 1.0648 2020-10-04 15:35:59,181 - mmaction - INFO - Epoch [78][200/999] lr: 4.757e-01, eta: 2 days, 2:08:59, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5513, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.0731 2020-10-04 15:36:19,124 - mmaction - INFO - Epoch [78][220/999] lr: 4.757e-01, eta: 2 days, 2:08:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2917, top5_acc: 0.5378, loss_cls: 3.3793, loss: 3.3793, grad_norm: 1.0853 2020-10-04 15:36:39,024 - mmaction - INFO - Epoch [78][240/999] lr: 4.757e-01, eta: 2 days, 2:08:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5426, loss_cls: 3.3536, loss: 3.3536, grad_norm: 1.0729 2020-10-04 15:36:58,966 - mmaction - INFO - Epoch [78][260/999] lr: 4.757e-01, eta: 2 days, 2:07:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5453, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.0851 2020-10-04 15:37:18,918 - mmaction - INFO - Epoch [78][280/999] lr: 4.757e-01, eta: 2 days, 2:07:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2945, top5_acc: 0.5404, loss_cls: 3.3600, loss: 3.3600, grad_norm: 1.0819 2020-10-04 15:37:38,894 - mmaction - INFO - Epoch [78][300/999] lr: 4.757e-01, eta: 2 days, 2:07:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5507, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0552 2020-10-04 15:37:58,806 - mmaction - INFO - Epoch [78][320/999] lr: 4.757e-01, eta: 2 days, 2:06:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5355, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.0671 2020-10-04 15:38:18,696 - mmaction - INFO - Epoch [78][340/999] lr: 4.757e-01, eta: 2 days, 2:06:33, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5417, loss_cls: 3.3684, loss: 3.3684, grad_norm: 1.0715 2020-10-04 15:38:38,542 - mmaction - INFO - Epoch [78][360/999] lr: 4.757e-01, eta: 2 days, 2:06:12, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5457, loss_cls: 3.3366, loss: 3.3366, grad_norm: 1.0728 2020-10-04 15:38:58,424 - mmaction - INFO - Epoch [78][380/999] lr: 4.757e-01, eta: 2 days, 2:05:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5402, loss_cls: 3.3853, loss: 3.3853, grad_norm: 1.0585 2020-10-04 15:39:18,255 - mmaction - INFO - Epoch [78][400/999] lr: 4.757e-01, eta: 2 days, 2:05:30, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2922, top5_acc: 0.5366, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0786 2020-10-04 15:39:38,199 - mmaction - INFO - Epoch [78][420/999] lr: 4.757e-01, eta: 2 days, 2:05:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5474, loss_cls: 3.3216, loss: 3.3216, grad_norm: 1.0522 2020-10-04 15:39:58,059 - mmaction - INFO - Epoch [78][440/999] lr: 4.757e-01, eta: 2 days, 2:04:48, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5453, loss_cls: 3.3369, loss: 3.3369, grad_norm: 1.0818 2020-10-04 15:40:18,007 - mmaction - INFO - Epoch [78][460/999] lr: 4.757e-01, eta: 2 days, 2:04:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5451, loss_cls: 3.3159, loss: 3.3159, grad_norm: 1.0683 2020-10-04 15:40:37,919 - mmaction - INFO - Epoch [78][480/999] lr: 4.757e-01, eta: 2 days, 2:04:06, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5305, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.0836 2020-10-04 15:40:57,870 - mmaction - INFO - Epoch [78][500/999] lr: 4.757e-01, eta: 2 days, 2:03:46, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5419, loss_cls: 3.3609, loss: 3.3609, grad_norm: 1.0854 2020-10-04 15:41:17,786 - mmaction - INFO - Epoch [78][520/999] lr: 4.757e-01, eta: 2 days, 2:03:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5374, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.0636 2020-10-04 15:41:37,667 - mmaction - INFO - Epoch [78][540/999] lr: 4.757e-01, eta: 2 days, 2:03:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2939, top5_acc: 0.5353, loss_cls: 3.3829, loss: 3.3829, grad_norm: 1.0629 2020-10-04 15:41:57,659 - mmaction - INFO - Epoch [78][560/999] lr: 4.757e-01, eta: 2 days, 2:02:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5464, loss_cls: 3.3305, loss: 3.3305, grad_norm: 1.0834 2020-10-04 15:42:17,522 - mmaction - INFO - Epoch [78][580/999] lr: 4.757e-01, eta: 2 days, 2:02:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2858, top5_acc: 0.5303, loss_cls: 3.4074, loss: 3.4074, grad_norm: 1.0681 2020-10-04 15:42:37,403 - mmaction - INFO - Epoch [78][600/999] lr: 4.757e-01, eta: 2 days, 2:02:01, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5404, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.0618 2020-10-04 15:42:57,330 - mmaction - INFO - Epoch [78][620/999] lr: 4.757e-01, eta: 2 days, 2:01:40, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2973, top5_acc: 0.5526, loss_cls: 3.3095, loss: 3.3095, grad_norm: 1.0773 2020-10-04 15:43:17,202 - mmaction - INFO - Epoch [78][640/999] lr: 4.757e-01, eta: 2 days, 2:01:19, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2969, top5_acc: 0.5385, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0662 2020-10-04 15:43:37,073 - mmaction - INFO - Epoch [78][660/999] lr: 4.757e-01, eta: 2 days, 2:00:58, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5320, loss_cls: 3.3898, loss: 3.3898, grad_norm: 1.0728 2020-10-04 15:43:56,927 - mmaction - INFO - Epoch [78][680/999] lr: 4.757e-01, eta: 2 days, 2:00:37, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2906, top5_acc: 0.5424, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0814 2020-10-04 15:44:16,862 - mmaction - INFO - Epoch [78][700/999] lr: 4.757e-01, eta: 2 days, 2:00:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5276, loss_cls: 3.3898, loss: 3.3898, grad_norm: 1.0624 2020-10-04 15:44:36,766 - mmaction - INFO - Epoch [78][720/999] lr: 4.757e-01, eta: 2 days, 1:59:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5421, loss_cls: 3.3615, loss: 3.3615, grad_norm: 1.0815 2020-10-04 15:44:56,589 - mmaction - INFO - Epoch [78][740/999] lr: 4.757e-01, eta: 2 days, 1:59:34, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5405, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.0546 2020-10-04 15:45:16,498 - mmaction - INFO - Epoch [78][760/999] lr: 4.757e-01, eta: 2 days, 1:59:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5404, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0820 2020-10-04 15:45:36,497 - mmaction - INFO - Epoch [78][780/999] lr: 4.757e-01, eta: 2 days, 1:58:53, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5444, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.0623 2020-10-04 15:45:56,402 - mmaction - INFO - Epoch [78][800/999] lr: 4.757e-01, eta: 2 days, 1:58:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5507, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.0747 2020-10-04 15:46:16,253 - mmaction - INFO - Epoch [78][820/999] lr: 4.757e-01, eta: 2 days, 1:58:11, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2923, top5_acc: 0.5331, loss_cls: 3.3775, loss: 3.3775, grad_norm: 1.0691 2020-10-04 15:46:36,087 - mmaction - INFO - Epoch [78][840/999] lr: 4.757e-01, eta: 2 days, 1:57:50, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5372, loss_cls: 3.3721, loss: 3.3721, grad_norm: 1.0704 2020-10-04 15:46:55,970 - mmaction - INFO - Epoch [78][860/999] lr: 4.757e-01, eta: 2 days, 1:57:29, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3022, top5_acc: 0.5424, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.0762 2020-10-04 15:47:15,855 - mmaction - INFO - Epoch [78][880/999] lr: 4.757e-01, eta: 2 days, 1:57:08, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5375, loss_cls: 3.3765, loss: 3.3765, grad_norm: 1.0644 2020-10-04 15:47:35,656 - mmaction - INFO - Epoch [78][900/999] lr: 4.757e-01, eta: 2 days, 1:56:46, time: 0.991, data_time: 0.004, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5339, loss_cls: 3.3968, loss: 3.3968, grad_norm: 1.0618 2020-10-04 15:47:55,673 - mmaction - INFO - Epoch [78][920/999] lr: 4.757e-01, eta: 2 days, 1:56:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5423, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.0542 2020-10-04 15:48:15,532 - mmaction - INFO - Epoch [78][940/999] lr: 4.757e-01, eta: 2 days, 1:56:05, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2893, top5_acc: 0.5339, loss_cls: 3.3835, loss: 3.3835, grad_norm: 1.0856 2020-10-04 15:48:35,477 - mmaction - INFO - Epoch [78][960/999] lr: 4.757e-01, eta: 2 days, 1:55:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2867, top5_acc: 0.5451, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.0684 2020-10-04 15:48:55,368 - mmaction - INFO - Epoch [78][980/999] lr: 4.757e-01, eta: 2 days, 1:55:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5401, loss_cls: 3.3444, loss: 3.3444, grad_norm: 1.0670 2020-10-04 15:50:03,827 - mmaction - INFO - Epoch [79][20/999] lr: 4.727e-01, eta: 2 days, 1:55:07, time: 2.472, data_time: 1.310, memory: 8478, top1_acc: 0.2921, top5_acc: 0.5391, loss_cls: 3.3522, loss: 3.3522, grad_norm: 1.0618 2020-10-04 15:50:23,489 - mmaction - INFO - Epoch [79][40/999] lr: 4.727e-01, eta: 2 days, 1:54:45, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.3305, loss: 3.3305, grad_norm: 1.0549 2020-10-04 15:50:43,294 - mmaction - INFO - Epoch [79][60/999] lr: 4.727e-01, eta: 2 days, 1:54:24, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5363, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.0747 2020-10-04 15:51:03,148 - mmaction - INFO - Epoch [79][80/999] lr: 4.727e-01, eta: 2 days, 1:54:03, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5359, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.0631 2020-10-04 15:51:23,050 - mmaction - INFO - Epoch [79][100/999] lr: 4.727e-01, eta: 2 days, 1:53:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5509, loss_cls: 3.2985, loss: 3.2985, grad_norm: 1.0614 2020-10-04 15:51:42,945 - mmaction - INFO - Epoch [79][120/999] lr: 4.727e-01, eta: 2 days, 1:53:21, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5423, loss_cls: 3.3513, loss: 3.3513, grad_norm: 1.0821 2020-10-04 15:52:02,902 - mmaction - INFO - Epoch [79][140/999] lr: 4.727e-01, eta: 2 days, 1:53:00, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5520, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.0774 2020-10-04 15:52:22,833 - mmaction - INFO - Epoch [79][160/999] lr: 4.727e-01, eta: 2 days, 1:52:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5392, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.0840 2020-10-04 15:52:42,689 - mmaction - INFO - Epoch [79][180/999] lr: 4.727e-01, eta: 2 days, 1:52:18, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5380, loss_cls: 3.3363, loss: 3.3363, grad_norm: 1.1004 2020-10-04 15:53:02,480 - mmaction - INFO - Epoch [79][200/999] lr: 4.727e-01, eta: 2 days, 1:51:57, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2884, top5_acc: 0.5345, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.0879 2020-10-04 15:53:22,418 - mmaction - INFO - Epoch [79][220/999] lr: 4.727e-01, eta: 2 days, 1:51:36, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5414, loss_cls: 3.3639, loss: 3.3639, grad_norm: 1.0710 2020-10-04 15:53:42,285 - mmaction - INFO - Epoch [79][240/999] lr: 4.727e-01, eta: 2 days, 1:51:15, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5447, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0591 2020-10-04 15:54:02,267 - mmaction - INFO - Epoch [79][260/999] lr: 4.727e-01, eta: 2 days, 1:50:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5227, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.0787 2020-10-04 15:54:22,236 - mmaction - INFO - Epoch [79][280/999] lr: 4.727e-01, eta: 2 days, 1:50:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5397, loss_cls: 3.3814, loss: 3.3814, grad_norm: 1.0658 2020-10-04 15:54:42,159 - mmaction - INFO - Epoch [79][300/999] lr: 4.727e-01, eta: 2 days, 1:50:13, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5408, loss_cls: 3.3531, loss: 3.3531, grad_norm: 1.0523 2020-10-04 15:55:02,127 - mmaction - INFO - Epoch [79][320/999] lr: 4.727e-01, eta: 2 days, 1:49:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2979, top5_acc: 0.5389, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.0600 2020-10-04 15:55:22,072 - mmaction - INFO - Epoch [79][340/999] lr: 4.727e-01, eta: 2 days, 1:49:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2948, top5_acc: 0.5499, loss_cls: 3.3441, loss: 3.3441, grad_norm: 1.0666 2020-10-04 15:55:41,889 - mmaction - INFO - Epoch [79][360/999] lr: 4.727e-01, eta: 2 days, 1:49:10, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2909, top5_acc: 0.5363, loss_cls: 3.3266, loss: 3.3266, grad_norm: 1.0791 2020-10-04 15:56:01,777 - mmaction - INFO - Epoch [79][380/999] lr: 4.727e-01, eta: 2 days, 1:48:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5382, loss_cls: 3.3367, loss: 3.3367, grad_norm: 1.0633 2020-10-04 15:56:21,736 - mmaction - INFO - Epoch [79][400/999] lr: 4.727e-01, eta: 2 days, 1:48:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5367, loss_cls: 3.3629, loss: 3.3629, grad_norm: 1.0821 2020-10-04 15:56:41,666 - mmaction - INFO - Epoch [79][420/999] lr: 4.727e-01, eta: 2 days, 1:48:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5488, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.0693 2020-10-04 15:57:01,627 - mmaction - INFO - Epoch [79][440/999] lr: 4.727e-01, eta: 2 days, 1:47:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5430, loss_cls: 3.3605, loss: 3.3605, grad_norm: 1.0833 2020-10-04 15:57:21,460 - mmaction - INFO - Epoch [79][460/999] lr: 4.727e-01, eta: 2 days, 1:47:26, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5413, loss_cls: 3.3490, loss: 3.3490, grad_norm: 1.0563 2020-10-04 15:57:41,255 - mmaction - INFO - Epoch [79][480/999] lr: 4.727e-01, eta: 2 days, 1:47:05, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5461, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.1011 2020-10-04 15:58:01,153 - mmaction - INFO - Epoch [79][500/999] lr: 4.727e-01, eta: 2 days, 1:46:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2939, top5_acc: 0.5283, loss_cls: 3.4043, loss: 3.4043, grad_norm: 1.0768 2020-10-04 15:58:21,140 - mmaction - INFO - Epoch [79][520/999] lr: 4.727e-01, eta: 2 days, 1:46:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3010, top5_acc: 0.5414, loss_cls: 3.3345, loss: 3.3345, grad_norm: 1.0563 2020-10-04 15:58:41,096 - mmaction - INFO - Epoch [79][540/999] lr: 4.727e-01, eta: 2 days, 1:46:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5449, loss_cls: 3.3438, loss: 3.3438, grad_norm: 1.0882 2020-10-04 15:59:00,966 - mmaction - INFO - Epoch [79][560/999] lr: 4.727e-01, eta: 2 days, 1:45:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5383, loss_cls: 3.3653, loss: 3.3653, grad_norm: 1.0547 2020-10-04 15:59:20,733 - mmaction - INFO - Epoch [79][580/999] lr: 4.727e-01, eta: 2 days, 1:45:20, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.3060, top5_acc: 0.5508, loss_cls: 3.3293, loss: 3.3293, grad_norm: 1.0783 2020-10-04 15:59:40,788 - mmaction - INFO - Epoch [79][600/999] lr: 4.727e-01, eta: 2 days, 1:44:59, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5375, loss_cls: 3.3950, loss: 3.3950, grad_norm: 1.0822 2020-10-04 16:00:00,697 - mmaction - INFO - Epoch [79][620/999] lr: 4.727e-01, eta: 2 days, 1:44:38, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5440, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0664 2020-10-04 16:00:22,642 - mmaction - INFO - Epoch [79][640/999] lr: 4.727e-01, eta: 2 days, 1:44:22, time: 1.098, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5432, loss_cls: 3.3339, loss: 3.3339, grad_norm: 1.0778 2020-10-04 16:00:42,610 - mmaction - INFO - Epoch [79][660/999] lr: 4.727e-01, eta: 2 days, 1:44:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5461, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.0757 2020-10-04 16:01:02,517 - mmaction - INFO - Epoch [79][680/999] lr: 4.727e-01, eta: 2 days, 1:43:41, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5434, loss_cls: 3.3708, loss: 3.3708, grad_norm: 1.0778 2020-10-04 16:01:22,460 - mmaction - INFO - Epoch [79][700/999] lr: 4.727e-01, eta: 2 days, 1:43:20, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5388, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.0700 2020-10-04 16:01:42,393 - mmaction - INFO - Epoch [79][720/999] lr: 4.727e-01, eta: 2 days, 1:42:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5354, loss_cls: 3.3766, loss: 3.3766, grad_norm: 1.0701 2020-10-04 16:02:02,322 - mmaction - INFO - Epoch [79][740/999] lr: 4.727e-01, eta: 2 days, 1:42:38, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5508, loss_cls: 3.3315, loss: 3.3315, grad_norm: 1.0640 2020-10-04 16:02:22,233 - mmaction - INFO - Epoch [79][760/999] lr: 4.727e-01, eta: 2 days, 1:42:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5435, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.0893 2020-10-04 16:02:42,147 - mmaction - INFO - Epoch [79][780/999] lr: 4.727e-01, eta: 2 days, 1:41:56, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2918, top5_acc: 0.5439, loss_cls: 3.3449, loss: 3.3449, grad_norm: 1.0692 2020-10-04 16:03:02,121 - mmaction - INFO - Epoch [79][800/999] lr: 4.727e-01, eta: 2 days, 1:41:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2934, top5_acc: 0.5367, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.0563 2020-10-04 16:03:21,997 - mmaction - INFO - Epoch [79][820/999] lr: 4.727e-01, eta: 2 days, 1:41:15, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2979, top5_acc: 0.5385, loss_cls: 3.3591, loss: 3.3591, grad_norm: 1.0755 2020-10-04 16:03:41,780 - mmaction - INFO - Epoch [79][840/999] lr: 4.727e-01, eta: 2 days, 1:40:53, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5513, loss_cls: 3.2917, loss: 3.2917, grad_norm: 1.0705 2020-10-04 16:04:01,767 - mmaction - INFO - Epoch [79][860/999] lr: 4.727e-01, eta: 2 days, 1:40:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5358, loss_cls: 3.3436, loss: 3.3436, grad_norm: 1.0758 2020-10-04 16:04:21,615 - mmaction - INFO - Epoch [79][880/999] lr: 4.727e-01, eta: 2 days, 1:40:12, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5413, loss_cls: 3.3699, loss: 3.3699, grad_norm: 1.0569 2020-10-04 16:04:41,435 - mmaction - INFO - Epoch [79][900/999] lr: 4.727e-01, eta: 2 days, 1:39:51, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2988, top5_acc: 0.5474, loss_cls: 3.3300, loss: 3.3300, grad_norm: 1.0979 2020-10-04 16:05:01,341 - mmaction - INFO - Epoch [79][920/999] lr: 4.727e-01, eta: 2 days, 1:39:30, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5395, loss_cls: 3.3716, loss: 3.3716, grad_norm: 1.0774 2020-10-04 16:05:21,221 - mmaction - INFO - Epoch [79][940/999] lr: 4.727e-01, eta: 2 days, 1:39:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5418, loss_cls: 3.3530, loss: 3.3530, grad_norm: 1.0759 2020-10-04 16:05:41,157 - mmaction - INFO - Epoch [79][960/999] lr: 4.727e-01, eta: 2 days, 1:38:48, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3035, top5_acc: 0.5553, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.0746 2020-10-04 16:06:01,143 - mmaction - INFO - Epoch [79][980/999] lr: 4.727e-01, eta: 2 days, 1:38:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2913, top5_acc: 0.5312, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0915 2020-10-04 16:07:16,073 - mmaction - INFO - Epoch [80][20/999] lr: 4.697e-01, eta: 2 days, 1:38:21, time: 2.723, data_time: 1.560, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5392, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.0886 2020-10-04 16:07:35,710 - mmaction - INFO - Epoch [80][40/999] lr: 4.697e-01, eta: 2 days, 1:38:00, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5474, loss_cls: 3.3248, loss: 3.3248, grad_norm: 1.0663 2020-10-04 16:07:55,433 - mmaction - INFO - Epoch [80][60/999] lr: 4.697e-01, eta: 2 days, 1:37:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3092, top5_acc: 0.5477, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.0749 2020-10-04 16:08:15,272 - mmaction - INFO - Epoch [80][80/999] lr: 4.697e-01, eta: 2 days, 1:37:18, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5583, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.0929 2020-10-04 16:08:35,159 - mmaction - INFO - Epoch [80][100/999] lr: 4.697e-01, eta: 2 days, 1:36:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.3202, loss: 3.3202, grad_norm: 1.0830 2020-10-04 16:08:55,140 - mmaction - INFO - Epoch [80][120/999] lr: 4.697e-01, eta: 2 days, 1:36:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5402, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.0842 2020-10-04 16:09:15,096 - mmaction - INFO - Epoch [80][140/999] lr: 4.697e-01, eta: 2 days, 1:36:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5397, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.0764 2020-10-04 16:09:34,963 - mmaction - INFO - Epoch [80][160/999] lr: 4.697e-01, eta: 2 days, 1:35:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5405, loss_cls: 3.3352, loss: 3.3352, grad_norm: 1.0833 2020-10-04 16:09:54,815 - mmaction - INFO - Epoch [80][180/999] lr: 4.697e-01, eta: 2 days, 1:35:33, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5477, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.0668 2020-10-04 16:10:14,829 - mmaction - INFO - Epoch [80][200/999] lr: 4.697e-01, eta: 2 days, 1:35:12, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5499, loss_cls: 3.3028, loss: 3.3028, grad_norm: 1.0778 2020-10-04 16:10:34,834 - mmaction - INFO - Epoch [80][220/999] lr: 4.697e-01, eta: 2 days, 1:34:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2971, top5_acc: 0.5470, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.0772 2020-10-04 16:10:54,679 - mmaction - INFO - Epoch [80][240/999] lr: 4.697e-01, eta: 2 days, 1:34:31, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5314, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.0848 2020-10-04 16:11:14,635 - mmaction - INFO - Epoch [80][260/999] lr: 4.697e-01, eta: 2 days, 1:34:10, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5456, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.0646 2020-10-04 16:11:34,548 - mmaction - INFO - Epoch [80][280/999] lr: 4.697e-01, eta: 2 days, 1:33:49, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3044, top5_acc: 0.5436, loss_cls: 3.3255, loss: 3.3255, grad_norm: 1.0807 2020-10-04 16:11:54,455 - mmaction - INFO - Epoch [80][300/999] lr: 4.697e-01, eta: 2 days, 1:33:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3010, top5_acc: 0.5411, loss_cls: 3.3466, loss: 3.3466, grad_norm: 1.0783 2020-10-04 16:12:14,375 - mmaction - INFO - Epoch [80][320/999] lr: 4.697e-01, eta: 2 days, 1:33:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5469, loss_cls: 3.3267, loss: 3.3267, grad_norm: 1.0656 2020-10-04 16:12:34,352 - mmaction - INFO - Epoch [80][340/999] lr: 4.697e-01, eta: 2 days, 1:32:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5430, loss_cls: 3.3640, loss: 3.3640, grad_norm: 1.0923 2020-10-04 16:12:54,261 - mmaction - INFO - Epoch [80][360/999] lr: 4.697e-01, eta: 2 days, 1:32:26, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3061, top5_acc: 0.5564, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.0664 2020-10-04 16:13:14,110 - mmaction - INFO - Epoch [80][380/999] lr: 4.697e-01, eta: 2 days, 1:32:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2862, top5_acc: 0.5289, loss_cls: 3.4096, loss: 3.4096, grad_norm: 1.0922 2020-10-04 16:13:34,079 - mmaction - INFO - Epoch [80][400/999] lr: 4.697e-01, eta: 2 days, 1:31:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5491, loss_cls: 3.3158, loss: 3.3158, grad_norm: 1.0645 2020-10-04 16:13:53,987 - mmaction - INFO - Epoch [80][420/999] lr: 4.697e-01, eta: 2 days, 1:31:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5396, loss_cls: 3.3757, loss: 3.3757, grad_norm: 1.0589 2020-10-04 16:14:13,909 - mmaction - INFO - Epoch [80][440/999] lr: 4.697e-01, eta: 2 days, 1:31:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5518, loss_cls: 3.3225, loss: 3.3225, grad_norm: 1.0856 2020-10-04 16:14:33,756 - mmaction - INFO - Epoch [80][460/999] lr: 4.697e-01, eta: 2 days, 1:30:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5357, loss_cls: 3.3804, loss: 3.3804, grad_norm: 1.0542 2020-10-04 16:14:53,665 - mmaction - INFO - Epoch [80][480/999] lr: 4.697e-01, eta: 2 days, 1:30:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5495, loss_cls: 3.3084, loss: 3.3084, grad_norm: 1.0804 2020-10-04 16:15:13,538 - mmaction - INFO - Epoch [80][500/999] lr: 4.697e-01, eta: 2 days, 1:29:59, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5508, loss_cls: 3.3113, loss: 3.3113, grad_norm: 1.0818 2020-10-04 16:15:33,477 - mmaction - INFO - Epoch [80][520/999] lr: 4.697e-01, eta: 2 days, 1:29:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2948, top5_acc: 0.5424, loss_cls: 3.3638, loss: 3.3638, grad_norm: 1.0780 2020-10-04 16:15:53,412 - mmaction - INFO - Epoch [80][540/999] lr: 4.697e-01, eta: 2 days, 1:29:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5469, loss_cls: 3.3554, loss: 3.3554, grad_norm: 1.0612 2020-10-04 16:16:13,286 - mmaction - INFO - Epoch [80][560/999] lr: 4.697e-01, eta: 2 days, 1:28:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5482, loss_cls: 3.3111, loss: 3.3111, grad_norm: 1.0865 2020-10-04 16:16:33,216 - mmaction - INFO - Epoch [80][580/999] lr: 4.697e-01, eta: 2 days, 1:28:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5379, loss_cls: 3.3719, loss: 3.3719, grad_norm: 1.0873 2020-10-04 16:16:53,163 - mmaction - INFO - Epoch [80][600/999] lr: 4.697e-01, eta: 2 days, 1:28:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5263, loss_cls: 3.4057, loss: 3.4057, grad_norm: 1.0897 2020-10-04 16:17:13,186 - mmaction - INFO - Epoch [80][620/999] lr: 4.697e-01, eta: 2 days, 1:27:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5460, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.0576 2020-10-04 16:17:33,101 - mmaction - INFO - Epoch [80][640/999] lr: 4.697e-01, eta: 2 days, 1:27:33, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5389, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.0843 2020-10-04 16:17:52,964 - mmaction - INFO - Epoch [80][660/999] lr: 4.697e-01, eta: 2 days, 1:27:13, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5372, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.0728 2020-10-04 16:18:12,869 - mmaction - INFO - Epoch [80][680/999] lr: 4.697e-01, eta: 2 days, 1:26:51, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3016, top5_acc: 0.5423, loss_cls: 3.3441, loss: 3.3441, grad_norm: 1.0726 2020-10-04 16:18:32,807 - mmaction - INFO - Epoch [80][700/999] lr: 4.697e-01, eta: 2 days, 1:26:31, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5402, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.0699 2020-10-04 16:18:52,765 - mmaction - INFO - Epoch [80][720/999] lr: 4.697e-01, eta: 2 days, 1:26:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5449, loss_cls: 3.3374, loss: 3.3374, grad_norm: 1.0798 2020-10-04 16:19:12,618 - mmaction - INFO - Epoch [80][740/999] lr: 4.697e-01, eta: 2 days, 1:25:49, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5387, loss_cls: 3.3896, loss: 3.3896, grad_norm: 1.0857 2020-10-04 16:19:32,537 - mmaction - INFO - Epoch [80][760/999] lr: 4.697e-01, eta: 2 days, 1:25:28, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5391, loss_cls: 3.3652, loss: 3.3652, grad_norm: 1.0831 2020-10-04 16:19:52,442 - mmaction - INFO - Epoch [80][780/999] lr: 4.697e-01, eta: 2 days, 1:25:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5491, loss_cls: 3.3061, loss: 3.3061, grad_norm: 1.0750 2020-10-04 16:20:12,359 - mmaction - INFO - Epoch [80][800/999] lr: 4.697e-01, eta: 2 days, 1:24:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5462, loss_cls: 3.3256, loss: 3.3256, grad_norm: 1.0713 2020-10-04 16:20:32,287 - mmaction - INFO - Epoch [80][820/999] lr: 4.697e-01, eta: 2 days, 1:24:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5322, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.0948 2020-10-04 16:20:52,117 - mmaction - INFO - Epoch [80][840/999] lr: 4.697e-01, eta: 2 days, 1:24:04, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2901, top5_acc: 0.5339, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0740 2020-10-04 16:21:11,910 - mmaction - INFO - Epoch [80][860/999] lr: 4.697e-01, eta: 2 days, 1:23:43, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2823, top5_acc: 0.5337, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.0762 2020-10-04 16:21:31,852 - mmaction - INFO - Epoch [80][880/999] lr: 4.697e-01, eta: 2 days, 1:23:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5470, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.0715 2020-10-04 16:21:51,787 - mmaction - INFO - Epoch [80][900/999] lr: 4.697e-01, eta: 2 days, 1:23:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5384, loss_cls: 3.3679, loss: 3.3679, grad_norm: 1.0832 2020-10-04 16:22:11,704 - mmaction - INFO - Epoch [80][920/999] lr: 4.697e-01, eta: 2 days, 1:22:41, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5398, loss_cls: 3.3737, loss: 3.3737, grad_norm: 1.0806 2020-10-04 16:22:31,528 - mmaction - INFO - Epoch [80][940/999] lr: 4.697e-01, eta: 2 days, 1:22:20, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3003, top5_acc: 0.5396, loss_cls: 3.3408, loss: 3.3408, grad_norm: 1.0583 2020-10-04 16:22:51,427 - mmaction - INFO - Epoch [80][960/999] lr: 4.697e-01, eta: 2 days, 1:21:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5396, loss_cls: 3.3757, loss: 3.3757, grad_norm: 1.0748 2020-10-04 16:23:11,327 - mmaction - INFO - Epoch [80][980/999] lr: 4.697e-01, eta: 2 days, 1:21:38, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5483, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.0764 2020-10-04 16:23:30,313 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-04 16:24:43,117 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 16:24:44,708 - mmaction - INFO - top1_acc 0.3440 top5_acc 0.6100 2020-10-04 16:24:44,708 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 16:24:44,797 - mmaction - INFO - mean_acc 0.3423 2020-10-04 16:24:44,809 - mmaction - INFO - Epoch(val) [80][999] top1_acc: 0.3440, top5_acc: 0.6100, mean_class_accuracy: 0.3423 2020-10-04 16:25:31,095 - mmaction - INFO - Epoch [81][20/999] lr: 4.667e-01, eta: 2 days, 1:21:14, time: 2.312, data_time: 1.070, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5473, loss_cls: 3.3360, loss: 3.3360, grad_norm: 1.0596 2020-10-04 16:25:50,703 - mmaction - INFO - Epoch [81][40/999] lr: 4.667e-01, eta: 2 days, 1:20:52, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5505, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.0711 2020-10-04 16:26:10,458 - mmaction - INFO - Epoch [81][60/999] lr: 4.667e-01, eta: 2 days, 1:20:31, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2970, top5_acc: 0.5458, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.0835 2020-10-04 16:26:30,311 - mmaction - INFO - Epoch [81][80/999] lr: 4.667e-01, eta: 2 days, 1:20:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2928, top5_acc: 0.5367, loss_cls: 3.4087, loss: 3.4087, grad_norm: 1.0791 2020-10-04 16:26:50,160 - mmaction - INFO - Epoch [81][100/999] lr: 4.667e-01, eta: 2 days, 1:19:49, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5491, loss_cls: 3.3255, loss: 3.3255, grad_norm: 1.0668 2020-10-04 16:27:10,082 - mmaction - INFO - Epoch [81][120/999] lr: 4.667e-01, eta: 2 days, 1:19:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3066, top5_acc: 0.5447, loss_cls: 3.3098, loss: 3.3098, grad_norm: 1.0878 2020-10-04 16:27:29,887 - mmaction - INFO - Epoch [81][140/999] lr: 4.667e-01, eta: 2 days, 1:19:07, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3031, top5_acc: 0.5410, loss_cls: 3.3258, loss: 3.3258, grad_norm: 1.0680 2020-10-04 16:27:49,878 - mmaction - INFO - Epoch [81][160/999] lr: 4.667e-01, eta: 2 days, 1:18:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2897, top5_acc: 0.5422, loss_cls: 3.3885, loss: 3.3885, grad_norm: 1.1060 2020-10-04 16:28:09,710 - mmaction - INFO - Epoch [81][180/999] lr: 4.667e-01, eta: 2 days, 1:18:25, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5470, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0835 2020-10-04 16:28:29,733 - mmaction - INFO - Epoch [81][200/999] lr: 4.667e-01, eta: 2 days, 1:18:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3066, top5_acc: 0.5496, loss_cls: 3.2846, loss: 3.2846, grad_norm: 1.0722 2020-10-04 16:28:49,719 - mmaction - INFO - Epoch [81][220/999] lr: 4.667e-01, eta: 2 days, 1:17:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5549, loss_cls: 3.3057, loss: 3.3057, grad_norm: 1.0797 2020-10-04 16:29:09,698 - mmaction - INFO - Epoch [81][240/999] lr: 4.667e-01, eta: 2 days, 1:17:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3104, top5_acc: 0.5549, loss_cls: 3.2647, loss: 3.2647, grad_norm: 1.0771 2020-10-04 16:29:29,661 - mmaction - INFO - Epoch [81][260/999] lr: 4.667e-01, eta: 2 days, 1:17:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5497, loss_cls: 3.3451, loss: 3.3451, grad_norm: 1.0643 2020-10-04 16:29:49,538 - mmaction - INFO - Epoch [81][280/999] lr: 4.667e-01, eta: 2 days, 1:16:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3078, top5_acc: 0.5510, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.0688 2020-10-04 16:30:09,551 - mmaction - INFO - Epoch [81][300/999] lr: 4.667e-01, eta: 2 days, 1:16:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2988, top5_acc: 0.5426, loss_cls: 3.3448, loss: 3.3448, grad_norm: 1.0926 2020-10-04 16:30:30,449 - mmaction - INFO - Epoch [81][320/999] lr: 4.667e-01, eta: 2 days, 1:16:02, time: 1.044, data_time: 0.003, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5415, loss_cls: 3.3509, loss: 3.3509, grad_norm: 1.0908 2020-10-04 16:30:50,297 - mmaction - INFO - Epoch [81][340/999] lr: 4.667e-01, eta: 2 days, 1:15:41, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2926, top5_acc: 0.5439, loss_cls: 3.3619, loss: 3.3619, grad_norm: 1.0758 2020-10-04 16:31:10,142 - mmaction - INFO - Epoch [81][360/999] lr: 4.667e-01, eta: 2 days, 1:15:20, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2911, top5_acc: 0.5510, loss_cls: 3.3382, loss: 3.3382, grad_norm: 1.0953 2020-10-04 16:31:30,061 - mmaction - INFO - Epoch [81][380/999] lr: 4.667e-01, eta: 2 days, 1:14:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2940, top5_acc: 0.5322, loss_cls: 3.3840, loss: 3.3840, grad_norm: 1.0797 2020-10-04 16:31:49,985 - mmaction - INFO - Epoch [81][400/999] lr: 4.667e-01, eta: 2 days, 1:14:38, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5424, loss_cls: 3.3348, loss: 3.3348, grad_norm: 1.0728 2020-10-04 16:32:09,842 - mmaction - INFO - Epoch [81][420/999] lr: 4.667e-01, eta: 2 days, 1:14:17, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5367, loss_cls: 3.3518, loss: 3.3518, grad_norm: 1.0568 2020-10-04 16:32:29,682 - mmaction - INFO - Epoch [81][440/999] lr: 4.667e-01, eta: 2 days, 1:13:56, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5397, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.0641 2020-10-04 16:32:49,645 - mmaction - INFO - Epoch [81][460/999] lr: 4.667e-01, eta: 2 days, 1:13:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3005, top5_acc: 0.5457, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.0723 2020-10-04 16:33:09,526 - mmaction - INFO - Epoch [81][480/999] lr: 4.667e-01, eta: 2 days, 1:13:15, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5382, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0855 2020-10-04 16:33:29,415 - mmaction - INFO - Epoch [81][500/999] lr: 4.667e-01, eta: 2 days, 1:12:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3018, top5_acc: 0.5501, loss_cls: 3.3219, loss: 3.3219, grad_norm: 1.0626 2020-10-04 16:33:49,305 - mmaction - INFO - Epoch [81][520/999] lr: 4.667e-01, eta: 2 days, 1:12:33, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2999, top5_acc: 0.5487, loss_cls: 3.3270, loss: 3.3270, grad_norm: 1.0898 2020-10-04 16:34:09,223 - mmaction - INFO - Epoch [81][540/999] lr: 4.667e-01, eta: 2 days, 1:12:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5484, loss_cls: 3.3404, loss: 3.3404, grad_norm: 1.0871 2020-10-04 16:34:29,092 - mmaction - INFO - Epoch [81][560/999] lr: 4.667e-01, eta: 2 days, 1:11:51, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5410, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.0745 2020-10-04 16:34:48,914 - mmaction - INFO - Epoch [81][580/999] lr: 4.667e-01, eta: 2 days, 1:11:30, time: 0.993, data_time: 0.005, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5395, loss_cls: 3.3507, loss: 3.3507, grad_norm: 1.0793 2020-10-04 16:35:08,851 - mmaction - INFO - Epoch [81][600/999] lr: 4.667e-01, eta: 2 days, 1:11:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3066, top5_acc: 0.5474, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.0949 2020-10-04 16:35:28,679 - mmaction - INFO - Epoch [81][620/999] lr: 4.667e-01, eta: 2 days, 1:10:48, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2984, top5_acc: 0.5374, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.0861 2020-10-04 16:35:48,611 - mmaction - INFO - Epoch [81][640/999] lr: 4.667e-01, eta: 2 days, 1:10:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5430, loss_cls: 3.3283, loss: 3.3283, grad_norm: 1.0838 2020-10-04 16:36:08,522 - mmaction - INFO - Epoch [81][660/999] lr: 4.667e-01, eta: 2 days, 1:10:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5437, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.0946 2020-10-04 16:36:28,413 - mmaction - INFO - Epoch [81][680/999] lr: 4.667e-01, eta: 2 days, 1:09:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3016, top5_acc: 0.5466, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0848 2020-10-04 16:36:48,213 - mmaction - INFO - Epoch [81][700/999] lr: 4.667e-01, eta: 2 days, 1:09:24, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2949, top5_acc: 0.5448, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.0783 2020-10-04 16:37:08,165 - mmaction - INFO - Epoch [81][720/999] lr: 4.667e-01, eta: 2 days, 1:09:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2892, top5_acc: 0.5344, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.0840 2020-10-04 16:37:28,154 - mmaction - INFO - Epoch [81][740/999] lr: 4.667e-01, eta: 2 days, 1:08:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2904, top5_acc: 0.5349, loss_cls: 3.4002, loss: 3.4002, grad_norm: 1.0694 2020-10-04 16:37:48,049 - mmaction - INFO - Epoch [81][760/999] lr: 4.667e-01, eta: 2 days, 1:08:22, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5348, loss_cls: 3.3765, loss: 3.3765, grad_norm: 1.0600 2020-10-04 16:38:07,957 - mmaction - INFO - Epoch [81][780/999] lr: 4.667e-01, eta: 2 days, 1:08:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2874, top5_acc: 0.5303, loss_cls: 3.3852, loss: 3.3852, grad_norm: 1.0822 2020-10-04 16:38:27,853 - mmaction - INFO - Epoch [81][800/999] lr: 4.667e-01, eta: 2 days, 1:07:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5496, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.0764 2020-10-04 16:38:47,664 - mmaction - INFO - Epoch [81][820/999] lr: 4.667e-01, eta: 2 days, 1:07:19, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5331, loss_cls: 3.3603, loss: 3.3603, grad_norm: 1.0857 2020-10-04 16:39:07,727 - mmaction - INFO - Epoch [81][840/999] lr: 4.667e-01, eta: 2 days, 1:06:59, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.2853, top5_acc: 0.5250, loss_cls: 3.4139, loss: 3.4139, grad_norm: 1.0820 2020-10-04 16:39:27,673 - mmaction - INFO - Epoch [81][860/999] lr: 4.667e-01, eta: 2 days, 1:06:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2841, top5_acc: 0.5336, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.0720 2020-10-04 16:39:47,540 - mmaction - INFO - Epoch [81][880/999] lr: 4.667e-01, eta: 2 days, 1:06:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5470, loss_cls: 3.3152, loss: 3.3152, grad_norm: 1.0580 2020-10-04 16:40:07,449 - mmaction - INFO - Epoch [81][900/999] lr: 4.667e-01, eta: 2 days, 1:05:56, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5384, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.0925 2020-10-04 16:40:27,339 - mmaction - INFO - Epoch [81][920/999] lr: 4.667e-01, eta: 2 days, 1:05:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2930, top5_acc: 0.5313, loss_cls: 3.3860, loss: 3.3860, grad_norm: 1.0601 2020-10-04 16:40:47,274 - mmaction - INFO - Epoch [81][940/999] lr: 4.667e-01, eta: 2 days, 1:05:14, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5404, loss_cls: 3.3427, loss: 3.3427, grad_norm: 1.0711 2020-10-04 16:41:07,136 - mmaction - INFO - Epoch [81][960/999] lr: 4.667e-01, eta: 2 days, 1:04:53, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2937, top5_acc: 0.5417, loss_cls: 3.3374, loss: 3.3374, grad_norm: 1.0718 2020-10-04 16:41:27,037 - mmaction - INFO - Epoch [81][980/999] lr: 4.667e-01, eta: 2 days, 1:04:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5421, loss_cls: 3.3292, loss: 3.3292, grad_norm: 1.0584 2020-10-04 16:42:37,251 - mmaction - INFO - Epoch [82][20/999] lr: 4.636e-01, eta: 2 days, 1:04:19, time: 2.559, data_time: 1.390, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5474, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.0777 2020-10-04 16:42:56,878 - mmaction - INFO - Epoch [82][40/999] lr: 4.636e-01, eta: 2 days, 1:03:57, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.3052, top5_acc: 0.5531, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.0813 2020-10-04 16:43:16,663 - mmaction - INFO - Epoch [82][60/999] lr: 4.636e-01, eta: 2 days, 1:03:36, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5484, loss_cls: 3.3188, loss: 3.3188, grad_norm: 1.0833 2020-10-04 16:43:36,587 - mmaction - INFO - Epoch [82][80/999] lr: 4.636e-01, eta: 2 days, 1:03:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5508, loss_cls: 3.3168, loss: 3.3168, grad_norm: 1.0883 2020-10-04 16:43:56,458 - mmaction - INFO - Epoch [82][100/999] lr: 4.636e-01, eta: 2 days, 1:02:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3062, top5_acc: 0.5534, loss_cls: 3.3095, loss: 3.3095, grad_norm: 1.0752 2020-10-04 16:44:16,370 - mmaction - INFO - Epoch [82][120/999] lr: 4.636e-01, eta: 2 days, 1:02:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2970, top5_acc: 0.5522, loss_cls: 3.3042, loss: 3.3042, grad_norm: 1.0939 2020-10-04 16:44:36,246 - mmaction - INFO - Epoch [82][140/999] lr: 4.636e-01, eta: 2 days, 1:02:12, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5460, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.1070 2020-10-04 16:44:56,224 - mmaction - INFO - Epoch [82][160/999] lr: 4.636e-01, eta: 2 days, 1:01:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5461, loss_cls: 3.3381, loss: 3.3381, grad_norm: 1.0721 2020-10-04 16:45:16,168 - mmaction - INFO - Epoch [82][180/999] lr: 4.636e-01, eta: 2 days, 1:01:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5424, loss_cls: 3.3422, loss: 3.3422, grad_norm: 1.0782 2020-10-04 16:45:36,129 - mmaction - INFO - Epoch [82][200/999] lr: 4.636e-01, eta: 2 days, 1:01:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5447, loss_cls: 3.3109, loss: 3.3109, grad_norm: 1.0685 2020-10-04 16:45:56,070 - mmaction - INFO - Epoch [82][220/999] lr: 4.636e-01, eta: 2 days, 1:00:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3013, top5_acc: 0.5437, loss_cls: 3.3265, loss: 3.3265, grad_norm: 1.0579 2020-10-04 16:46:15,915 - mmaction - INFO - Epoch [82][240/999] lr: 4.636e-01, eta: 2 days, 1:00:28, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5435, loss_cls: 3.3417, loss: 3.3417, grad_norm: 1.0825 2020-10-04 16:46:35,889 - mmaction - INFO - Epoch [82][260/999] lr: 4.636e-01, eta: 2 days, 1:00:08, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5559, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.0978 2020-10-04 16:46:55,781 - mmaction - INFO - Epoch [82][280/999] lr: 4.636e-01, eta: 2 days, 0:59:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2872, top5_acc: 0.5375, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.0681 2020-10-04 16:47:15,597 - mmaction - INFO - Epoch [82][300/999] lr: 4.636e-01, eta: 2 days, 0:59:26, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5448, loss_cls: 3.3185, loss: 3.3185, grad_norm: 1.0874 2020-10-04 16:47:35,381 - mmaction - INFO - Epoch [82][320/999] lr: 4.636e-01, eta: 2 days, 0:59:04, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5366, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.0594 2020-10-04 16:47:55,321 - mmaction - INFO - Epoch [82][340/999] lr: 4.636e-01, eta: 2 days, 0:58:44, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5496, loss_cls: 3.3158, loss: 3.3158, grad_norm: 1.0941 2020-10-04 16:48:15,303 - mmaction - INFO - Epoch [82][360/999] lr: 4.636e-01, eta: 2 days, 0:58:23, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5574, loss_cls: 3.2990, loss: 3.2990, grad_norm: 1.0619 2020-10-04 16:48:35,243 - mmaction - INFO - Epoch [82][380/999] lr: 4.636e-01, eta: 2 days, 0:58:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2882, top5_acc: 0.5430, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.0903 2020-10-04 16:48:55,265 - mmaction - INFO - Epoch [82][400/999] lr: 4.636e-01, eta: 2 days, 0:57:42, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2887, top5_acc: 0.5293, loss_cls: 3.4132, loss: 3.4132, grad_norm: 1.0747 2020-10-04 16:49:15,212 - mmaction - INFO - Epoch [82][420/999] lr: 4.636e-01, eta: 2 days, 0:57:21, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5479, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0825 2020-10-04 16:49:35,155 - mmaction - INFO - Epoch [82][440/999] lr: 4.636e-01, eta: 2 days, 0:57:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5538, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.0805 2020-10-04 16:49:55,020 - mmaction - INFO - Epoch [82][460/999] lr: 4.636e-01, eta: 2 days, 0:56:39, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2866, top5_acc: 0.5335, loss_cls: 3.3833, loss: 3.3833, grad_norm: 1.0824 2020-10-04 16:50:14,992 - mmaction - INFO - Epoch [82][480/999] lr: 4.636e-01, eta: 2 days, 0:56:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2969, top5_acc: 0.5391, loss_cls: 3.3440, loss: 3.3440, grad_norm: 1.0693 2020-10-04 16:50:34,895 - mmaction - INFO - Epoch [82][500/999] lr: 4.636e-01, eta: 2 days, 0:55:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5376, loss_cls: 3.3528, loss: 3.3528, grad_norm: 1.0965 2020-10-04 16:50:54,838 - mmaction - INFO - Epoch [82][520/999] lr: 4.636e-01, eta: 2 days, 0:55:37, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5536, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.0868 2020-10-04 16:51:14,764 - mmaction - INFO - Epoch [82][540/999] lr: 4.636e-01, eta: 2 days, 0:55:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5368, loss_cls: 3.3715, loss: 3.3715, grad_norm: 1.0855 2020-10-04 16:51:34,661 - mmaction - INFO - Epoch [82][560/999] lr: 4.636e-01, eta: 2 days, 0:54:55, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5516, loss_cls: 3.3091, loss: 3.3091, grad_norm: 1.0773 2020-10-04 16:51:54,582 - mmaction - INFO - Epoch [82][580/999] lr: 4.636e-01, eta: 2 days, 0:54:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3074, top5_acc: 0.5525, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.0953 2020-10-04 16:52:14,484 - mmaction - INFO - Epoch [82][600/999] lr: 4.636e-01, eta: 2 days, 0:54:13, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2868, top5_acc: 0.5409, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.1065 2020-10-04 16:52:34,354 - mmaction - INFO - Epoch [82][620/999] lr: 4.636e-01, eta: 2 days, 0:53:52, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5358, loss_cls: 3.3660, loss: 3.3660, grad_norm: 1.0700 2020-10-04 16:52:54,295 - mmaction - INFO - Epoch [82][640/999] lr: 4.636e-01, eta: 2 days, 0:53:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5380, loss_cls: 3.3638, loss: 3.3638, grad_norm: 1.0893 2020-10-04 16:53:14,217 - mmaction - INFO - Epoch [82][660/999] lr: 4.636e-01, eta: 2 days, 0:53:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3000, top5_acc: 0.5415, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.0759 2020-10-04 16:53:34,088 - mmaction - INFO - Epoch [82][680/999] lr: 4.636e-01, eta: 2 days, 0:52:50, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5431, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.0674 2020-10-04 16:53:54,072 - mmaction - INFO - Epoch [82][700/999] lr: 4.636e-01, eta: 2 days, 0:52:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5473, loss_cls: 3.3384, loss: 3.3384, grad_norm: 1.0634 2020-10-04 16:54:13,922 - mmaction - INFO - Epoch [82][720/999] lr: 4.636e-01, eta: 2 days, 0:52:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5434, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.0909 2020-10-04 16:54:33,816 - mmaction - INFO - Epoch [82][740/999] lr: 4.636e-01, eta: 2 days, 0:51:47, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.2965, top5_acc: 0.5484, loss_cls: 3.3345, loss: 3.3345, grad_norm: 1.0878 2020-10-04 16:54:53,742 - mmaction - INFO - Epoch [82][760/999] lr: 4.636e-01, eta: 2 days, 0:51:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3052, top5_acc: 0.5440, loss_cls: 3.3184, loss: 3.3184, grad_norm: 1.0686 2020-10-04 16:55:13,615 - mmaction - INFO - Epoch [82][780/999] lr: 4.636e-01, eta: 2 days, 0:51:06, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3044, top5_acc: 0.5483, loss_cls: 3.3039, loss: 3.3039, grad_norm: 1.0877 2020-10-04 16:55:33,510 - mmaction - INFO - Epoch [82][800/999] lr: 4.636e-01, eta: 2 days, 0:50:45, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5379, loss_cls: 3.3497, loss: 3.3497, grad_norm: 1.0698 2020-10-04 16:55:53,496 - mmaction - INFO - Epoch [82][820/999] lr: 4.636e-01, eta: 2 days, 0:50:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3003, top5_acc: 0.5435, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.0797 2020-10-04 16:56:13,478 - mmaction - INFO - Epoch [82][840/999] lr: 4.636e-01, eta: 2 days, 0:50:03, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3031, top5_acc: 0.5423, loss_cls: 3.3443, loss: 3.3443, grad_norm: 1.0726 2020-10-04 16:56:33,419 - mmaction - INFO - Epoch [82][860/999] lr: 4.636e-01, eta: 2 days, 0:49:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5383, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.0932 2020-10-04 16:56:53,281 - mmaction - INFO - Epoch [82][880/999] lr: 4.636e-01, eta: 2 days, 0:49:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5421, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.0931 2020-10-04 16:57:13,192 - mmaction - INFO - Epoch [82][900/999] lr: 4.636e-01, eta: 2 days, 0:49:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5408, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.0798 2020-10-04 16:57:33,121 - mmaction - INFO - Epoch [82][920/999] lr: 4.636e-01, eta: 2 days, 0:48:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2905, top5_acc: 0.5440, loss_cls: 3.3495, loss: 3.3495, grad_norm: 1.0629 2020-10-04 16:57:53,084 - mmaction - INFO - Epoch [82][940/999] lr: 4.636e-01, eta: 2 days, 0:48:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5440, loss_cls: 3.3378, loss: 3.3378, grad_norm: 1.0856 2020-10-04 16:58:12,979 - mmaction - INFO - Epoch [82][960/999] lr: 4.636e-01, eta: 2 days, 0:47:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2971, top5_acc: 0.5336, loss_cls: 3.3981, loss: 3.3981, grad_norm: 1.0780 2020-10-04 16:58:32,832 - mmaction - INFO - Epoch [82][980/999] lr: 4.636e-01, eta: 2 days, 0:47:37, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5391, loss_cls: 3.3770, loss: 3.3770, grad_norm: 1.0620 2020-10-04 16:59:44,056 - mmaction - INFO - Epoch [83][20/999] lr: 4.605e-01, eta: 2 days, 0:47:25, time: 2.609, data_time: 1.541, memory: 8478, top1_acc: 0.3167, top5_acc: 0.5566, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.0818 2020-10-04 17:00:04,589 - mmaction - INFO - Epoch [83][40/999] lr: 4.605e-01, eta: 2 days, 0:47:06, time: 1.028, data_time: 0.003, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5505, loss_cls: 3.3126, loss: 3.3126, grad_norm: 1.0762 2020-10-04 17:00:25,445 - mmaction - INFO - Epoch [83][60/999] lr: 4.605e-01, eta: 2 days, 0:46:47, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5509, loss_cls: 3.3156, loss: 3.3156, grad_norm: 1.0851 2020-10-04 17:00:45,296 - mmaction - INFO - Epoch [83][80/999] lr: 4.605e-01, eta: 2 days, 0:46:26, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5435, loss_cls: 3.3422, loss: 3.3422, grad_norm: 1.0927 2020-10-04 17:01:05,175 - mmaction - INFO - Epoch [83][100/999] lr: 4.605e-01, eta: 2 days, 0:46:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3034, top5_acc: 0.5510, loss_cls: 3.2878, loss: 3.2878, grad_norm: 1.0818 2020-10-04 17:01:25,026 - mmaction - INFO - Epoch [83][120/999] lr: 4.605e-01, eta: 2 days, 0:45:44, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5365, loss_cls: 3.3658, loss: 3.3658, grad_norm: 1.0844 2020-10-04 17:01:44,967 - mmaction - INFO - Epoch [83][140/999] lr: 4.605e-01, eta: 2 days, 0:45:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5516, loss_cls: 3.3265, loss: 3.3265, grad_norm: 1.0879 2020-10-04 17:02:04,964 - mmaction - INFO - Epoch [83][160/999] lr: 4.605e-01, eta: 2 days, 0:45:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5314, loss_cls: 3.3454, loss: 3.3454, grad_norm: 1.0805 2020-10-04 17:02:24,814 - mmaction - INFO - Epoch [83][180/999] lr: 4.605e-01, eta: 2 days, 0:44:41, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3147, top5_acc: 0.5493, loss_cls: 3.2859, loss: 3.2859, grad_norm: 1.0758 2020-10-04 17:02:44,825 - mmaction - INFO - Epoch [83][200/999] lr: 4.605e-01, eta: 2 days, 0:44:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5451, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.1066 2020-10-04 17:03:04,728 - mmaction - INFO - Epoch [83][220/999] lr: 4.605e-01, eta: 2 days, 0:44:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3061, top5_acc: 0.5503, loss_cls: 3.3182, loss: 3.3182, grad_norm: 1.0885 2020-10-04 17:03:24,613 - mmaction - INFO - Epoch [83][240/999] lr: 4.605e-01, eta: 2 days, 0:43:39, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5488, loss_cls: 3.3125, loss: 3.3125, grad_norm: 1.0653 2020-10-04 17:03:44,521 - mmaction - INFO - Epoch [83][260/999] lr: 4.605e-01, eta: 2 days, 0:43:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5530, loss_cls: 3.2869, loss: 3.2869, grad_norm: 1.0642 2020-10-04 17:04:04,369 - mmaction - INFO - Epoch [83][280/999] lr: 4.605e-01, eta: 2 days, 0:42:57, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3034, top5_acc: 0.5491, loss_cls: 3.3365, loss: 3.3365, grad_norm: 1.0973 2020-10-04 17:04:24,287 - mmaction - INFO - Epoch [83][300/999] lr: 4.605e-01, eta: 2 days, 0:42:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3046, top5_acc: 0.5517, loss_cls: 3.2931, loss: 3.2931, grad_norm: 1.0772 2020-10-04 17:04:44,287 - mmaction - INFO - Epoch [83][320/999] lr: 4.605e-01, eta: 2 days, 0:42:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3022, top5_acc: 0.5436, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.0794 2020-10-04 17:05:04,312 - mmaction - INFO - Epoch [83][340/999] lr: 4.605e-01, eta: 2 days, 0:41:55, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5453, loss_cls: 3.3367, loss: 3.3367, grad_norm: 1.0768 2020-10-04 17:05:24,169 - mmaction - INFO - Epoch [83][360/999] lr: 4.605e-01, eta: 2 days, 0:41:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5457, loss_cls: 3.3523, loss: 3.3523, grad_norm: 1.0887 2020-10-04 17:05:44,138 - mmaction - INFO - Epoch [83][380/999] lr: 4.605e-01, eta: 2 days, 0:41:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3013, top5_acc: 0.5460, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.0867 2020-10-04 17:06:04,136 - mmaction - INFO - Epoch [83][400/999] lr: 4.605e-01, eta: 2 days, 0:40:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5426, loss_cls: 3.3478, loss: 3.3478, grad_norm: 1.0818 2020-10-04 17:06:24,077 - mmaction - INFO - Epoch [83][420/999] lr: 4.605e-01, eta: 2 days, 0:40:32, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5389, loss_cls: 3.3492, loss: 3.3492, grad_norm: 1.0771 2020-10-04 17:06:43,930 - mmaction - INFO - Epoch [83][440/999] lr: 4.605e-01, eta: 2 days, 0:40:11, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3039, top5_acc: 0.5404, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.0699 2020-10-04 17:07:03,828 - mmaction - INFO - Epoch [83][460/999] lr: 4.605e-01, eta: 2 days, 0:39:50, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5451, loss_cls: 3.3385, loss: 3.3385, grad_norm: 1.0765 2020-10-04 17:07:23,744 - mmaction - INFO - Epoch [83][480/999] lr: 4.605e-01, eta: 2 days, 0:39:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5320, loss_cls: 3.3865, loss: 3.3865, grad_norm: 1.0934 2020-10-04 17:07:43,719 - mmaction - INFO - Epoch [83][500/999] lr: 4.605e-01, eta: 2 days, 0:39:09, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5569, loss_cls: 3.2837, loss: 3.2837, grad_norm: 1.0795 2020-10-04 17:08:03,582 - mmaction - INFO - Epoch [83][520/999] lr: 4.605e-01, eta: 2 days, 0:38:48, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5441, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.0774 2020-10-04 17:08:23,448 - mmaction - INFO - Epoch [83][540/999] lr: 4.605e-01, eta: 2 days, 0:38:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5353, loss_cls: 3.3891, loss: 3.3891, grad_norm: 1.1041 2020-10-04 17:08:43,395 - mmaction - INFO - Epoch [83][560/999] lr: 4.605e-01, eta: 2 days, 0:38:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2915, top5_acc: 0.5457, loss_cls: 3.3441, loss: 3.3441, grad_norm: 1.0926 2020-10-04 17:09:03,342 - mmaction - INFO - Epoch [83][580/999] lr: 4.605e-01, eta: 2 days, 0:37:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3055, top5_acc: 0.5496, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.0738 2020-10-04 17:09:23,255 - mmaction - INFO - Epoch [83][600/999] lr: 4.605e-01, eta: 2 days, 0:37:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2891, top5_acc: 0.5385, loss_cls: 3.3958, loss: 3.3958, grad_norm: 1.0754 2020-10-04 17:09:43,153 - mmaction - INFO - Epoch [83][620/999] lr: 4.605e-01, eta: 2 days, 0:37:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5479, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.0608 2020-10-04 17:10:03,023 - mmaction - INFO - Epoch [83][640/999] lr: 4.605e-01, eta: 2 days, 0:36:43, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5456, loss_cls: 3.3450, loss: 3.3450, grad_norm: 1.0899 2020-10-04 17:10:22,953 - mmaction - INFO - Epoch [83][660/999] lr: 4.605e-01, eta: 2 days, 0:36:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5350, loss_cls: 3.3466, loss: 3.3466, grad_norm: 1.0760 2020-10-04 17:10:42,824 - mmaction - INFO - Epoch [83][680/999] lr: 4.605e-01, eta: 2 days, 0:36:01, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5402, loss_cls: 3.3137, loss: 3.3137, grad_norm: 1.0807 2020-10-04 17:11:02,698 - mmaction - INFO - Epoch [83][700/999] lr: 4.605e-01, eta: 2 days, 0:35:40, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5495, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.0777 2020-10-04 17:11:22,543 - mmaction - INFO - Epoch [83][720/999] lr: 4.605e-01, eta: 2 days, 0:35:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3060, top5_acc: 0.5444, loss_cls: 3.3201, loss: 3.3201, grad_norm: 1.0766 2020-10-04 17:11:42,416 - mmaction - INFO - Epoch [83][740/999] lr: 4.605e-01, eta: 2 days, 0:34:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5492, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.0892 2020-10-04 17:12:02,341 - mmaction - INFO - Epoch [83][760/999] lr: 4.605e-01, eta: 2 days, 0:34:37, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2943, top5_acc: 0.5427, loss_cls: 3.3396, loss: 3.3396, grad_norm: 1.0875 2020-10-04 17:12:22,222 - mmaction - INFO - Epoch [83][780/999] lr: 4.605e-01, eta: 2 days, 0:34:16, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3022, top5_acc: 0.5465, loss_cls: 3.3353, loss: 3.3353, grad_norm: 1.0971 2020-10-04 17:12:42,024 - mmaction - INFO - Epoch [83][800/999] lr: 4.605e-01, eta: 2 days, 0:33:55, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5449, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0825 2020-10-04 17:13:01,958 - mmaction - INFO - Epoch [83][820/999] lr: 4.605e-01, eta: 2 days, 0:33:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5400, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.0818 2020-10-04 17:13:21,858 - mmaction - INFO - Epoch [83][840/999] lr: 4.605e-01, eta: 2 days, 0:33:14, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5417, loss_cls: 3.3596, loss: 3.3596, grad_norm: 1.0972 2020-10-04 17:13:41,813 - mmaction - INFO - Epoch [83][860/999] lr: 4.605e-01, eta: 2 days, 0:32:53, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5484, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.0769 2020-10-04 17:14:01,751 - mmaction - INFO - Epoch [83][880/999] lr: 4.605e-01, eta: 2 days, 0:32:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2932, top5_acc: 0.5453, loss_cls: 3.3327, loss: 3.3327, grad_norm: 1.0926 2020-10-04 17:14:21,550 - mmaction - INFO - Epoch [83][900/999] lr: 4.605e-01, eta: 2 days, 0:32:11, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2939, top5_acc: 0.5384, loss_cls: 3.3454, loss: 3.3454, grad_norm: 1.0705 2020-10-04 17:14:41,414 - mmaction - INFO - Epoch [83][920/999] lr: 4.605e-01, eta: 2 days, 0:31:50, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5421, loss_cls: 3.3649, loss: 3.3649, grad_norm: 1.0900 2020-10-04 17:15:01,351 - mmaction - INFO - Epoch [83][940/999] lr: 4.605e-01, eta: 2 days, 0:31:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5404, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.0934 2020-10-04 17:15:21,229 - mmaction - INFO - Epoch [83][960/999] lr: 4.605e-01, eta: 2 days, 0:31:08, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5426, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.0731 2020-10-04 17:15:41,162 - mmaction - INFO - Epoch [83][980/999] lr: 4.605e-01, eta: 2 days, 0:30:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5414, loss_cls: 3.3210, loss: 3.3210, grad_norm: 1.0779 2020-10-04 17:16:54,851 - mmaction - INFO - Epoch [84][20/999] lr: 4.574e-01, eta: 2 days, 0:30:37, time: 2.661, data_time: 1.525, memory: 8478, top1_acc: 0.3139, top5_acc: 0.5521, loss_cls: 3.3087, loss: 3.3087, grad_norm: 1.0959 2020-10-04 17:17:14,470 - mmaction - INFO - Epoch [84][40/999] lr: 4.574e-01, eta: 2 days, 0:30:16, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.3044, top5_acc: 0.5480, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.0836 2020-10-04 17:17:34,361 - mmaction - INFO - Epoch [84][60/999] lr: 4.574e-01, eta: 2 days, 0:29:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3039, top5_acc: 0.5556, loss_cls: 3.3023, loss: 3.3023, grad_norm: 1.0960 2020-10-04 17:17:54,237 - mmaction - INFO - Epoch [84][80/999] lr: 4.574e-01, eta: 2 days, 0:29:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5525, loss_cls: 3.2915, loss: 3.2915, grad_norm: 1.0907 2020-10-04 17:18:14,170 - mmaction - INFO - Epoch [84][100/999] lr: 4.574e-01, eta: 2 days, 0:29:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5371, loss_cls: 3.3539, loss: 3.3539, grad_norm: 1.0738 2020-10-04 17:18:34,089 - mmaction - INFO - Epoch [84][120/999] lr: 4.574e-01, eta: 2 days, 0:28:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2983, top5_acc: 0.5458, loss_cls: 3.3125, loss: 3.3125, grad_norm: 1.0879 2020-10-04 17:18:54,032 - mmaction - INFO - Epoch [84][140/999] lr: 4.574e-01, eta: 2 days, 0:28:31, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3099, top5_acc: 0.5477, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.0761 2020-10-04 17:19:13,887 - mmaction - INFO - Epoch [84][160/999] lr: 4.574e-01, eta: 2 days, 0:28:10, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5542, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.0810 2020-10-04 17:19:33,748 - mmaction - INFO - Epoch [84][180/999] lr: 4.574e-01, eta: 2 days, 0:27:49, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2979, top5_acc: 0.5544, loss_cls: 3.3353, loss: 3.3353, grad_norm: 1.0703 2020-10-04 17:19:53,580 - mmaction - INFO - Epoch [84][200/999] lr: 4.574e-01, eta: 2 days, 0:27:29, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5538, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.0889 2020-10-04 17:20:13,556 - mmaction - INFO - Epoch [84][220/999] lr: 4.574e-01, eta: 2 days, 0:27:08, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3052, top5_acc: 0.5456, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.0930 2020-10-04 17:20:33,465 - mmaction - INFO - Epoch [84][240/999] lr: 4.574e-01, eta: 2 days, 0:26:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5434, loss_cls: 3.3185, loss: 3.3185, grad_norm: 1.0650 2020-10-04 17:20:53,355 - mmaction - INFO - Epoch [84][260/999] lr: 4.574e-01, eta: 2 days, 0:26:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5460, loss_cls: 3.3549, loss: 3.3549, grad_norm: 1.0927 2020-10-04 17:21:13,351 - mmaction - INFO - Epoch [84][280/999] lr: 4.574e-01, eta: 2 days, 0:26:05, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5480, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.0882 2020-10-04 17:21:33,194 - mmaction - INFO - Epoch [84][300/999] lr: 4.574e-01, eta: 2 days, 0:25:44, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2973, top5_acc: 0.5437, loss_cls: 3.3216, loss: 3.3216, grad_norm: 1.0964 2020-10-04 17:21:53,160 - mmaction - INFO - Epoch [84][320/999] lr: 4.574e-01, eta: 2 days, 0:25:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5349, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.0897 2020-10-04 17:22:13,053 - mmaction - INFO - Epoch [84][340/999] lr: 4.574e-01, eta: 2 days, 0:25:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5431, loss_cls: 3.3418, loss: 3.3418, grad_norm: 1.0831 2020-10-04 17:22:33,018 - mmaction - INFO - Epoch [84][360/999] lr: 4.574e-01, eta: 2 days, 0:24:42, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5500, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.0834 2020-10-04 17:22:53,027 - mmaction - INFO - Epoch [84][380/999] lr: 4.574e-01, eta: 2 days, 0:24:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3022, top5_acc: 0.5458, loss_cls: 3.3091, loss: 3.3091, grad_norm: 1.1040 2020-10-04 17:23:12,965 - mmaction - INFO - Epoch [84][400/999] lr: 4.574e-01, eta: 2 days, 0:24:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5419, loss_cls: 3.3235, loss: 3.3235, grad_norm: 1.0666 2020-10-04 17:23:32,952 - mmaction - INFO - Epoch [84][420/999] lr: 4.574e-01, eta: 2 days, 0:23:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3009, top5_acc: 0.5542, loss_cls: 3.3136, loss: 3.3136, grad_norm: 1.0924 2020-10-04 17:23:52,991 - mmaction - INFO - Epoch [84][440/999] lr: 4.574e-01, eta: 2 days, 0:23:20, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5453, loss_cls: 3.3648, loss: 3.3648, grad_norm: 1.0977 2020-10-04 17:24:13,017 - mmaction - INFO - Epoch [84][460/999] lr: 4.574e-01, eta: 2 days, 0:22:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5465, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.0898 2020-10-04 17:24:32,910 - mmaction - INFO - Epoch [84][480/999] lr: 4.574e-01, eta: 2 days, 0:22:38, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3100, top5_acc: 0.5611, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.0900 2020-10-04 17:24:52,866 - mmaction - INFO - Epoch [84][500/999] lr: 4.574e-01, eta: 2 days, 0:22:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3016, top5_acc: 0.5462, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.1056 2020-10-04 17:25:12,776 - mmaction - INFO - Epoch [84][520/999] lr: 4.574e-01, eta: 2 days, 0:21:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5439, loss_cls: 3.3219, loss: 3.3219, grad_norm: 1.0852 2020-10-04 17:25:32,701 - mmaction - INFO - Epoch [84][540/999] lr: 4.574e-01, eta: 2 days, 0:21:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2974, top5_acc: 0.5417, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.0849 2020-10-04 17:25:52,651 - mmaction - INFO - Epoch [84][560/999] lr: 4.574e-01, eta: 2 days, 0:21:15, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3052, top5_acc: 0.5574, loss_cls: 3.2775, loss: 3.2775, grad_norm: 1.0916 2020-10-04 17:26:12,559 - mmaction - INFO - Epoch [84][580/999] lr: 4.574e-01, eta: 2 days, 0:20:54, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5378, loss_cls: 3.3265, loss: 3.3265, grad_norm: 1.0756 2020-10-04 17:26:32,525 - mmaction - INFO - Epoch [84][600/999] lr: 4.574e-01, eta: 2 days, 0:20:33, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5491, loss_cls: 3.3118, loss: 3.3118, grad_norm: 1.0890 2020-10-04 17:26:52,463 - mmaction - INFO - Epoch [84][620/999] lr: 4.574e-01, eta: 2 days, 0:20:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5424, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.0690 2020-10-04 17:27:12,295 - mmaction - INFO - Epoch [84][640/999] lr: 4.574e-01, eta: 2 days, 0:19:52, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5478, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.0681 2020-10-04 17:27:32,279 - mmaction - INFO - Epoch [84][660/999] lr: 4.574e-01, eta: 2 days, 0:19:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3154, top5_acc: 0.5583, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.0767 2020-10-04 17:27:52,144 - mmaction - INFO - Epoch [84][680/999] lr: 4.574e-01, eta: 2 days, 0:19:10, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5517, loss_cls: 3.3199, loss: 3.3199, grad_norm: 1.1012 2020-10-04 17:28:12,133 - mmaction - INFO - Epoch [84][700/999] lr: 4.574e-01, eta: 2 days, 0:18:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5523, loss_cls: 3.3005, loss: 3.3005, grad_norm: 1.0916 2020-10-04 17:28:32,027 - mmaction - INFO - Epoch [84][720/999] lr: 4.574e-01, eta: 2 days, 0:18:28, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3013, top5_acc: 0.5460, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.0962 2020-10-04 17:28:52,018 - mmaction - INFO - Epoch [84][740/999] lr: 4.574e-01, eta: 2 days, 0:18:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2973, top5_acc: 0.5408, loss_cls: 3.3538, loss: 3.3538, grad_norm: 1.0759 2020-10-04 17:29:11,910 - mmaction - INFO - Epoch [84][760/999] lr: 4.574e-01, eta: 2 days, 0:17:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5305, loss_cls: 3.3768, loss: 3.3768, grad_norm: 1.0792 2020-10-04 17:29:31,787 - mmaction - INFO - Epoch [84][780/999] lr: 4.574e-01, eta: 2 days, 0:17:26, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5486, loss_cls: 3.3120, loss: 3.3120, grad_norm: 1.0744 2020-10-04 17:29:51,768 - mmaction - INFO - Epoch [84][800/999] lr: 4.574e-01, eta: 2 days, 0:17:05, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2908, top5_acc: 0.5327, loss_cls: 3.3839, loss: 3.3839, grad_norm: 1.0874 2020-10-04 17:30:12,511 - mmaction - INFO - Epoch [84][820/999] lr: 4.574e-01, eta: 2 days, 0:16:46, time: 1.038, data_time: 0.002, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5431, loss_cls: 3.3420, loss: 3.3420, grad_norm: 1.0740 2020-10-04 17:30:32,434 - mmaction - INFO - Epoch [84][840/999] lr: 4.574e-01, eta: 2 days, 0:16:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5513, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.0887 2020-10-04 17:30:52,314 - mmaction - INFO - Epoch [84][860/999] lr: 4.574e-01, eta: 2 days, 0:16:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3099, top5_acc: 0.5482, loss_cls: 3.2989, loss: 3.2989, grad_norm: 1.0896 2020-10-04 17:31:12,139 - mmaction - INFO - Epoch [84][880/999] lr: 4.574e-01, eta: 2 days, 0:15:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2988, top5_acc: 0.5449, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.0898 2020-10-04 17:31:32,039 - mmaction - INFO - Epoch [84][900/999] lr: 4.574e-01, eta: 2 days, 0:15:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2935, top5_acc: 0.5419, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.0782 2020-10-04 17:31:51,954 - mmaction - INFO - Epoch [84][920/999] lr: 4.574e-01, eta: 2 days, 0:15:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5525, loss_cls: 3.3126, loss: 3.3126, grad_norm: 1.0796 2020-10-04 17:32:11,909 - mmaction - INFO - Epoch [84][940/999] lr: 4.574e-01, eta: 2 days, 0:14:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5470, loss_cls: 3.3410, loss: 3.3410, grad_norm: 1.0948 2020-10-04 17:32:31,771 - mmaction - INFO - Epoch [84][960/999] lr: 4.574e-01, eta: 2 days, 0:14:20, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5432, loss_cls: 3.3464, loss: 3.3464, grad_norm: 1.0902 2020-10-04 17:32:51,700 - mmaction - INFO - Epoch [84][980/999] lr: 4.574e-01, eta: 2 days, 0:14:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3072, top5_acc: 0.5422, loss_cls: 3.3244, loss: 3.3244, grad_norm: 1.0896 2020-10-04 17:34:01,801 - mmaction - INFO - Epoch [85][20/999] lr: 4.542e-01, eta: 2 days, 0:13:43, time: 2.538, data_time: 1.549, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5475, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.0885 2020-10-04 17:34:21,441 - mmaction - INFO - Epoch [85][40/999] lr: 4.542e-01, eta: 2 days, 0:13:22, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5549, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.0867 2020-10-04 17:34:41,185 - mmaction - INFO - Epoch [85][60/999] lr: 4.542e-01, eta: 2 days, 0:13:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5473, loss_cls: 3.3193, loss: 3.3193, grad_norm: 1.1051 2020-10-04 17:35:01,023 - mmaction - INFO - Epoch [85][80/999] lr: 4.542e-01, eta: 2 days, 0:12:40, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5431, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.1067 2020-10-04 17:35:20,861 - mmaction - INFO - Epoch [85][100/999] lr: 4.542e-01, eta: 2 days, 0:12:19, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5408, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.0774 2020-10-04 17:35:40,755 - mmaction - INFO - Epoch [85][120/999] lr: 4.542e-01, eta: 2 days, 0:11:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5457, loss_cls: 3.3403, loss: 3.3403, grad_norm: 1.0828 2020-10-04 17:36:00,671 - mmaction - INFO - Epoch [85][140/999] lr: 4.542e-01, eta: 2 days, 0:11:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5448, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.0931 2020-10-04 17:36:20,614 - mmaction - INFO - Epoch [85][160/999] lr: 4.542e-01, eta: 2 days, 0:11:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5523, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.1003 2020-10-04 17:36:40,599 - mmaction - INFO - Epoch [85][180/999] lr: 4.542e-01, eta: 2 days, 0:10:56, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5449, loss_cls: 3.3438, loss: 3.3438, grad_norm: 1.0996 2020-10-04 17:37:00,530 - mmaction - INFO - Epoch [85][200/999] lr: 4.542e-01, eta: 2 days, 0:10:35, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5555, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.0847 2020-10-04 17:37:20,479 - mmaction - INFO - Epoch [85][220/999] lr: 4.542e-01, eta: 2 days, 0:10:14, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2969, top5_acc: 0.5473, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.0826 2020-10-04 17:37:40,370 - mmaction - INFO - Epoch [85][240/999] lr: 4.542e-01, eta: 2 days, 0:09:53, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5595, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.0665 2020-10-04 17:38:00,255 - mmaction - INFO - Epoch [85][260/999] lr: 4.542e-01, eta: 2 days, 0:09:33, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3031, top5_acc: 0.5551, loss_cls: 3.2732, loss: 3.2732, grad_norm: 1.0976 2020-10-04 17:38:20,154 - mmaction - INFO - Epoch [85][280/999] lr: 4.542e-01, eta: 2 days, 0:09:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3016, top5_acc: 0.5388, loss_cls: 3.3571, loss: 3.3571, grad_norm: 1.0692 2020-10-04 17:38:40,097 - mmaction - INFO - Epoch [85][300/999] lr: 4.542e-01, eta: 2 days, 0:08:51, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5512, loss_cls: 3.2869, loss: 3.2869, grad_norm: 1.0855 2020-10-04 17:39:00,038 - mmaction - INFO - Epoch [85][320/999] lr: 4.542e-01, eta: 2 days, 0:08:30, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5578, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.0672 2020-10-04 17:39:20,046 - mmaction - INFO - Epoch [85][340/999] lr: 4.542e-01, eta: 2 days, 0:08:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5552, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.0969 2020-10-04 17:39:40,084 - mmaction - INFO - Epoch [85][360/999] lr: 4.542e-01, eta: 2 days, 0:07:49, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5432, loss_cls: 3.3436, loss: 3.3436, grad_norm: 1.0767 2020-10-04 17:40:00,016 - mmaction - INFO - Epoch [85][380/999] lr: 4.542e-01, eta: 2 days, 0:07:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5552, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.0969 2020-10-04 17:40:19,920 - mmaction - INFO - Epoch [85][400/999] lr: 4.542e-01, eta: 2 days, 0:07:07, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5439, loss_cls: 3.3231, loss: 3.3231, grad_norm: 1.1132 2020-10-04 17:40:39,905 - mmaction - INFO - Epoch [85][420/999] lr: 4.542e-01, eta: 2 days, 0:06:47, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5440, loss_cls: 3.3467, loss: 3.3467, grad_norm: 1.1001 2020-10-04 17:40:59,799 - mmaction - INFO - Epoch [85][440/999] lr: 4.542e-01, eta: 2 days, 0:06:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2924, top5_acc: 0.5363, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.1000 2020-10-04 17:41:19,688 - mmaction - INFO - Epoch [85][460/999] lr: 4.542e-01, eta: 2 days, 0:06:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5534, loss_cls: 3.3045, loss: 3.3045, grad_norm: 1.1029 2020-10-04 17:41:39,566 - mmaction - INFO - Epoch [85][480/999] lr: 4.542e-01, eta: 2 days, 0:05:44, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5454, loss_cls: 3.3188, loss: 3.3188, grad_norm: 1.0897 2020-10-04 17:41:59,466 - mmaction - INFO - Epoch [85][500/999] lr: 4.542e-01, eta: 2 days, 0:05:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5355, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.1026 2020-10-04 17:42:19,364 - mmaction - INFO - Epoch [85][520/999] lr: 4.542e-01, eta: 2 days, 0:05:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5483, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.0791 2020-10-04 17:42:39,324 - mmaction - INFO - Epoch [85][540/999] lr: 4.542e-01, eta: 2 days, 0:04:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2927, top5_acc: 0.5435, loss_cls: 3.3471, loss: 3.3471, grad_norm: 1.1078 2020-10-04 17:42:59,220 - mmaction - INFO - Epoch [85][560/999] lr: 4.542e-01, eta: 2 days, 0:04:21, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5397, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0875 2020-10-04 17:43:19,085 - mmaction - INFO - Epoch [85][580/999] lr: 4.542e-01, eta: 2 days, 0:04:00, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5486, loss_cls: 3.3207, loss: 3.3207, grad_norm: 1.0867 2020-10-04 17:43:38,945 - mmaction - INFO - Epoch [85][600/999] lr: 4.542e-01, eta: 2 days, 0:03:39, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5409, loss_cls: 3.3586, loss: 3.3586, grad_norm: 1.0946 2020-10-04 17:43:58,915 - mmaction - INFO - Epoch [85][620/999] lr: 4.542e-01, eta: 2 days, 0:03:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3004, top5_acc: 0.5406, loss_cls: 3.3455, loss: 3.3455, grad_norm: 1.0934 2020-10-04 17:44:18,838 - mmaction - INFO - Epoch [85][640/999] lr: 4.542e-01, eta: 2 days, 0:02:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5392, loss_cls: 3.3510, loss: 3.3510, grad_norm: 1.0632 2020-10-04 17:44:38,668 - mmaction - INFO - Epoch [85][660/999] lr: 4.542e-01, eta: 2 days, 0:02:37, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5434, loss_cls: 3.3466, loss: 3.3466, grad_norm: 1.0876 2020-10-04 17:44:58,529 - mmaction - INFO - Epoch [85][680/999] lr: 4.542e-01, eta: 2 days, 0:02:16, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3060, top5_acc: 0.5496, loss_cls: 3.2837, loss: 3.2837, grad_norm: 1.0967 2020-10-04 17:45:18,468 - mmaction - INFO - Epoch [85][700/999] lr: 4.542e-01, eta: 2 days, 0:01:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5465, loss_cls: 3.3254, loss: 3.3254, grad_norm: 1.0698 2020-10-04 17:45:38,356 - mmaction - INFO - Epoch [85][720/999] lr: 4.542e-01, eta: 2 days, 0:01:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5447, loss_cls: 3.3221, loss: 3.3221, grad_norm: 1.0896 2020-10-04 17:45:58,240 - mmaction - INFO - Epoch [85][740/999] lr: 4.542e-01, eta: 2 days, 0:01:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5495, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.0909 2020-10-04 17:46:18,083 - mmaction - INFO - Epoch [85][760/999] lr: 4.542e-01, eta: 2 days, 0:00:52, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5479, loss_cls: 3.3266, loss: 3.3266, grad_norm: 1.0941 2020-10-04 17:46:37,981 - mmaction - INFO - Epoch [85][780/999] lr: 4.542e-01, eta: 2 days, 0:00:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5484, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.0755 2020-10-04 17:46:57,803 - mmaction - INFO - Epoch [85][800/999] lr: 4.542e-01, eta: 2 days, 0:00:10, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2944, top5_acc: 0.5453, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.0947 2020-10-04 17:47:17,671 - mmaction - INFO - Epoch [85][820/999] lr: 4.542e-01, eta: 1 day, 23:59:50, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2952, top5_acc: 0.5451, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.0849 2020-10-04 17:47:37,522 - mmaction - INFO - Epoch [85][840/999] lr: 4.542e-01, eta: 1 day, 23:59:29, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5538, loss_cls: 3.2977, loss: 3.2977, grad_norm: 1.0996 2020-10-04 17:47:57,364 - mmaction - INFO - Epoch [85][860/999] lr: 4.542e-01, eta: 1 day, 23:59:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5508, loss_cls: 3.3345, loss: 3.3345, grad_norm: 1.0883 2020-10-04 17:48:17,224 - mmaction - INFO - Epoch [85][880/999] lr: 4.542e-01, eta: 1 day, 23:58:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5535, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.1088 2020-10-04 17:48:37,063 - mmaction - INFO - Epoch [85][900/999] lr: 4.542e-01, eta: 1 day, 23:58:26, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5490, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.0886 2020-10-04 17:48:57,002 - mmaction - INFO - Epoch [85][920/999] lr: 4.542e-01, eta: 1 day, 23:58:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5548, loss_cls: 3.2968, loss: 3.2968, grad_norm: 1.0937 2020-10-04 17:49:16,805 - mmaction - INFO - Epoch [85][940/999] lr: 4.542e-01, eta: 1 day, 23:57:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5540, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.1008 2020-10-04 17:49:36,725 - mmaction - INFO - Epoch [85][960/999] lr: 4.542e-01, eta: 1 day, 23:57:23, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5521, loss_cls: 3.2967, loss: 3.2967, grad_norm: 1.0989 2020-10-04 17:49:56,582 - mmaction - INFO - Epoch [85][980/999] lr: 4.542e-01, eta: 1 day, 23:57:02, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3013, top5_acc: 0.5508, loss_cls: 3.3125, loss: 3.3125, grad_norm: 1.0819 2020-10-04 17:51:05,352 - mmaction - INFO - Epoch [86][20/999] lr: 4.511e-01, eta: 1 day, 23:56:44, time: 2.495, data_time: 1.433, memory: 8478, top1_acc: 0.3035, top5_acc: 0.5490, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.0836 2020-10-04 17:51:25,005 - mmaction - INFO - Epoch [86][40/999] lr: 4.511e-01, eta: 1 day, 23:56:23, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3163, top5_acc: 0.5555, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.0864 2020-10-04 17:51:44,834 - mmaction - INFO - Epoch [86][60/999] lr: 4.511e-01, eta: 1 day, 23:56:02, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5520, loss_cls: 3.3040, loss: 3.3040, grad_norm: 1.1266 2020-10-04 17:52:04,801 - mmaction - INFO - Epoch [86][80/999] lr: 4.511e-01, eta: 1 day, 23:55:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5569, loss_cls: 3.2731, loss: 3.2731, grad_norm: 1.1168 2020-10-04 17:52:24,676 - mmaction - INFO - Epoch [86][100/999] lr: 4.511e-01, eta: 1 day, 23:55:20, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2975, top5_acc: 0.5423, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.0972 2020-10-04 17:52:44,536 - mmaction - INFO - Epoch [86][120/999] lr: 4.511e-01, eta: 1 day, 23:54:59, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5523, loss_cls: 3.2959, loss: 3.2959, grad_norm: 1.1047 2020-10-04 17:53:04,549 - mmaction - INFO - Epoch [86][140/999] lr: 4.511e-01, eta: 1 day, 23:54:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3035, top5_acc: 0.5491, loss_cls: 3.3248, loss: 3.3248, grad_norm: 1.1014 2020-10-04 17:53:24,470 - mmaction - INFO - Epoch [86][160/999] lr: 4.511e-01, eta: 1 day, 23:54:18, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5546, loss_cls: 3.2831, loss: 3.2831, grad_norm: 1.0895 2020-10-04 17:53:44,271 - mmaction - INFO - Epoch [86][180/999] lr: 4.511e-01, eta: 1 day, 23:53:57, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3064, top5_acc: 0.5521, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.0885 2020-10-04 17:54:04,173 - mmaction - INFO - Epoch [86][200/999] lr: 4.511e-01, eta: 1 day, 23:53:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5453, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.0918 2020-10-04 17:54:24,106 - mmaction - INFO - Epoch [86][220/999] lr: 4.511e-01, eta: 1 day, 23:53:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5568, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.0837 2020-10-04 17:54:44,074 - mmaction - INFO - Epoch [86][240/999] lr: 4.511e-01, eta: 1 day, 23:52:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5569, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.1196 2020-10-04 17:55:03,909 - mmaction - INFO - Epoch [86][260/999] lr: 4.511e-01, eta: 1 day, 23:52:34, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5430, loss_cls: 3.3230, loss: 3.3230, grad_norm: 1.1042 2020-10-04 17:55:23,793 - mmaction - INFO - Epoch [86][280/999] lr: 4.511e-01, eta: 1 day, 23:52:13, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5490, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.0913 2020-10-04 17:55:43,749 - mmaction - INFO - Epoch [86][300/999] lr: 4.511e-01, eta: 1 day, 23:51:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5456, loss_cls: 3.3392, loss: 3.3392, grad_norm: 1.0820 2020-10-04 17:56:03,633 - mmaction - INFO - Epoch [86][320/999] lr: 4.511e-01, eta: 1 day, 23:51:31, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5474, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.0900 2020-10-04 17:56:23,456 - mmaction - INFO - Epoch [86][340/999] lr: 4.511e-01, eta: 1 day, 23:51:10, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3130, top5_acc: 0.5553, loss_cls: 3.2867, loss: 3.2867, grad_norm: 1.1006 2020-10-04 17:56:43,395 - mmaction - INFO - Epoch [86][360/999] lr: 4.511e-01, eta: 1 day, 23:50:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5594, loss_cls: 3.2797, loss: 3.2797, grad_norm: 1.0827 2020-10-04 17:57:03,301 - mmaction - INFO - Epoch [86][380/999] lr: 4.511e-01, eta: 1 day, 23:50:29, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3046, top5_acc: 0.5370, loss_cls: 3.2988, loss: 3.2988, grad_norm: 1.1001 2020-10-04 17:57:23,280 - mmaction - INFO - Epoch [86][400/999] lr: 4.511e-01, eta: 1 day, 23:50:08, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2839, top5_acc: 0.5273, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0910 2020-10-04 17:57:43,254 - mmaction - INFO - Epoch [86][420/999] lr: 4.511e-01, eta: 1 day, 23:49:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5491, loss_cls: 3.3046, loss: 3.3046, grad_norm: 1.0827 2020-10-04 17:58:03,216 - mmaction - INFO - Epoch [86][440/999] lr: 4.511e-01, eta: 1 day, 23:49:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5484, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.0957 2020-10-04 17:58:23,201 - mmaction - INFO - Epoch [86][460/999] lr: 4.511e-01, eta: 1 day, 23:49:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5526, loss_cls: 3.2968, loss: 3.2968, grad_norm: 1.1077 2020-10-04 17:58:43,191 - mmaction - INFO - Epoch [86][480/999] lr: 4.511e-01, eta: 1 day, 23:48:45, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5376, loss_cls: 3.3323, loss: 3.3323, grad_norm: 1.0995 2020-10-04 17:59:03,102 - mmaction - INFO - Epoch [86][500/999] lr: 4.511e-01, eta: 1 day, 23:48:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5509, loss_cls: 3.3059, loss: 3.3059, grad_norm: 1.0858 2020-10-04 17:59:22,979 - mmaction - INFO - Epoch [86][520/999] lr: 4.511e-01, eta: 1 day, 23:48:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5457, loss_cls: 3.3299, loss: 3.3299, grad_norm: 1.1020 2020-10-04 17:59:42,896 - mmaction - INFO - Epoch [86][540/999] lr: 4.511e-01, eta: 1 day, 23:47:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5423, loss_cls: 3.3572, loss: 3.3572, grad_norm: 1.1008 2020-10-04 18:00:03,022 - mmaction - INFO - Epoch [86][560/999] lr: 4.511e-01, eta: 1 day, 23:47:22, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3060, top5_acc: 0.5473, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.0890 2020-10-04 18:00:24,509 - mmaction - INFO - Epoch [86][580/999] lr: 4.511e-01, eta: 1 day, 23:47:05, time: 1.080, data_time: 0.008, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5480, loss_cls: 3.3250, loss: 3.3250, grad_norm: 1.1069 2020-10-04 18:00:44,474 - mmaction - INFO - Epoch [86][600/999] lr: 4.511e-01, eta: 1 day, 23:46:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3009, top5_acc: 0.5461, loss_cls: 3.3317, loss: 3.3317, grad_norm: 1.0877 2020-10-04 18:01:04,382 - mmaction - INFO - Epoch [86][620/999] lr: 4.511e-01, eta: 1 day, 23:46:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5464, loss_cls: 3.3171, loss: 3.3171, grad_norm: 1.0912 2020-10-04 18:01:24,287 - mmaction - INFO - Epoch [86][640/999] lr: 4.511e-01, eta: 1 day, 23:46:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5378, loss_cls: 3.3433, loss: 3.3433, grad_norm: 1.0878 2020-10-04 18:01:44,293 - mmaction - INFO - Epoch [86][660/999] lr: 4.511e-01, eta: 1 day, 23:45:42, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5525, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.0897 2020-10-04 18:02:04,115 - mmaction - INFO - Epoch [86][680/999] lr: 4.511e-01, eta: 1 day, 23:45:21, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2931, top5_acc: 0.5365, loss_cls: 3.3782, loss: 3.3782, grad_norm: 1.0922 2020-10-04 18:02:24,052 - mmaction - INFO - Epoch [86][700/999] lr: 4.511e-01, eta: 1 day, 23:45:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5431, loss_cls: 3.3175, loss: 3.3175, grad_norm: 1.0777 2020-10-04 18:02:43,935 - mmaction - INFO - Epoch [86][720/999] lr: 4.511e-01, eta: 1 day, 23:44:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5431, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.0971 2020-10-04 18:03:03,926 - mmaction - INFO - Epoch [86][740/999] lr: 4.511e-01, eta: 1 day, 23:44:19, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5474, loss_cls: 3.3183, loss: 3.3183, grad_norm: 1.0932 2020-10-04 18:03:23,790 - mmaction - INFO - Epoch [86][760/999] lr: 4.511e-01, eta: 1 day, 23:43:58, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2953, top5_acc: 0.5447, loss_cls: 3.3281, loss: 3.3281, grad_norm: 1.1065 2020-10-04 18:03:43,607 - mmaction - INFO - Epoch [86][780/999] lr: 4.511e-01, eta: 1 day, 23:43:37, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2954, top5_acc: 0.5426, loss_cls: 3.3440, loss: 3.3440, grad_norm: 1.0854 2020-10-04 18:04:03,517 - mmaction - INFO - Epoch [86][800/999] lr: 4.511e-01, eta: 1 day, 23:43:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5413, loss_cls: 3.3293, loss: 3.3293, grad_norm: 1.0842 2020-10-04 18:04:23,393 - mmaction - INFO - Epoch [86][820/999] lr: 4.511e-01, eta: 1 day, 23:42:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5457, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.0841 2020-10-04 18:04:43,223 - mmaction - INFO - Epoch [86][840/999] lr: 4.511e-01, eta: 1 day, 23:42:34, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5469, loss_cls: 3.3338, loss: 3.3338, grad_norm: 1.0952 2020-10-04 18:05:03,149 - mmaction - INFO - Epoch [86][860/999] lr: 4.511e-01, eta: 1 day, 23:42:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5410, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.0783 2020-10-04 18:05:23,083 - mmaction - INFO - Epoch [86][880/999] lr: 4.511e-01, eta: 1 day, 23:41:53, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5604, loss_cls: 3.2722, loss: 3.2722, grad_norm: 1.0831 2020-10-04 18:05:43,071 - mmaction - INFO - Epoch [86][900/999] lr: 4.511e-01, eta: 1 day, 23:41:32, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5428, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.1060 2020-10-04 18:06:02,975 - mmaction - INFO - Epoch [86][920/999] lr: 4.511e-01, eta: 1 day, 23:41:11, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5512, loss_cls: 3.3209, loss: 3.3209, grad_norm: 1.0903 2020-10-04 18:06:22,879 - mmaction - INFO - Epoch [86][940/999] lr: 4.511e-01, eta: 1 day, 23:40:50, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5493, loss_cls: 3.3255, loss: 3.3255, grad_norm: 1.1082 2020-10-04 18:06:42,826 - mmaction - INFO - Epoch [86][960/999] lr: 4.511e-01, eta: 1 day, 23:40:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2957, top5_acc: 0.5419, loss_cls: 3.3433, loss: 3.3433, grad_norm: 1.0892 2020-10-04 18:07:02,726 - mmaction - INFO - Epoch [86][980/999] lr: 4.511e-01, eta: 1 day, 23:40:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3022, top5_acc: 0.5462, loss_cls: 3.3193, loss: 3.3193, grad_norm: 1.0834 2020-10-04 18:08:16,827 - mmaction - INFO - Epoch [87][20/999] lr: 4.479e-01, eta: 1 day, 23:39:57, time: 2.674, data_time: 1.683, memory: 8478, top1_acc: 0.2973, top5_acc: 0.5543, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.0844 2020-10-04 18:08:36,542 - mmaction - INFO - Epoch [87][40/999] lr: 4.479e-01, eta: 1 day, 23:39:36, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5523, loss_cls: 3.3010, loss: 3.3010, grad_norm: 1.0965 2020-10-04 18:08:56,423 - mmaction - INFO - Epoch [87][60/999] lr: 4.479e-01, eta: 1 day, 23:39:15, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3082, top5_acc: 0.5543, loss_cls: 3.2824, loss: 3.2824, grad_norm: 1.0698 2020-10-04 18:09:16,178 - mmaction - INFO - Epoch [87][80/999] lr: 4.479e-01, eta: 1 day, 23:38:54, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3220, top5_acc: 0.5598, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.0944 2020-10-04 18:09:36,019 - mmaction - INFO - Epoch [87][100/999] lr: 4.479e-01, eta: 1 day, 23:38:33, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3046, top5_acc: 0.5531, loss_cls: 3.2803, loss: 3.2803, grad_norm: 1.0990 2020-10-04 18:09:55,860 - mmaction - INFO - Epoch [87][120/999] lr: 4.479e-01, eta: 1 day, 23:38:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2945, top5_acc: 0.5428, loss_cls: 3.3416, loss: 3.3416, grad_norm: 1.0940 2020-10-04 18:10:15,739 - mmaction - INFO - Epoch [87][140/999] lr: 4.479e-01, eta: 1 day, 23:37:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5510, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.0937 2020-10-04 18:10:35,584 - mmaction - INFO - Epoch [87][160/999] lr: 4.479e-01, eta: 1 day, 23:37:30, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5400, loss_cls: 3.3496, loss: 3.3496, grad_norm: 1.1020 2020-10-04 18:10:55,514 - mmaction - INFO - Epoch [87][180/999] lr: 4.479e-01, eta: 1 day, 23:37:10, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5504, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.0891 2020-10-04 18:11:15,508 - mmaction - INFO - Epoch [87][200/999] lr: 4.479e-01, eta: 1 day, 23:36:49, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5536, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1077 2020-10-04 18:11:35,449 - mmaction - INFO - Epoch [87][220/999] lr: 4.479e-01, eta: 1 day, 23:36:28, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5551, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.1077 2020-10-04 18:11:55,430 - mmaction - INFO - Epoch [87][240/999] lr: 4.479e-01, eta: 1 day, 23:36:08, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5466, loss_cls: 3.3245, loss: 3.3245, grad_norm: 1.0958 2020-10-04 18:12:15,278 - mmaction - INFO - Epoch [87][260/999] lr: 4.479e-01, eta: 1 day, 23:35:47, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5551, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.0999 2020-10-04 18:12:35,265 - mmaction - INFO - Epoch [87][280/999] lr: 4.479e-01, eta: 1 day, 23:35:26, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5475, loss_cls: 3.3436, loss: 3.3436, grad_norm: 1.1053 2020-10-04 18:12:55,241 - mmaction - INFO - Epoch [87][300/999] lr: 4.479e-01, eta: 1 day, 23:35:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5482, loss_cls: 3.3185, loss: 3.3185, grad_norm: 1.0982 2020-10-04 18:13:15,105 - mmaction - INFO - Epoch [87][320/999] lr: 4.479e-01, eta: 1 day, 23:34:44, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5552, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.0918 2020-10-04 18:13:34,963 - mmaction - INFO - Epoch [87][340/999] lr: 4.479e-01, eta: 1 day, 23:34:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5431, loss_cls: 3.3092, loss: 3.3092, grad_norm: 1.0884 2020-10-04 18:13:54,876 - mmaction - INFO - Epoch [87][360/999] lr: 4.479e-01, eta: 1 day, 23:34:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3078, top5_acc: 0.5486, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.0868 2020-10-04 18:14:14,796 - mmaction - INFO - Epoch [87][380/999] lr: 4.479e-01, eta: 1 day, 23:33:42, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5491, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.0802 2020-10-04 18:14:34,791 - mmaction - INFO - Epoch [87][400/999] lr: 4.479e-01, eta: 1 day, 23:33:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5517, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.0854 2020-10-04 18:14:54,649 - mmaction - INFO - Epoch [87][420/999] lr: 4.479e-01, eta: 1 day, 23:33:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5522, loss_cls: 3.3172, loss: 3.3172, grad_norm: 1.0910 2020-10-04 18:15:14,524 - mmaction - INFO - Epoch [87][440/999] lr: 4.479e-01, eta: 1 day, 23:32:40, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5423, loss_cls: 3.3281, loss: 3.3281, grad_norm: 1.0852 2020-10-04 18:15:34,525 - mmaction - INFO - Epoch [87][460/999] lr: 4.479e-01, eta: 1 day, 23:32:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5441, loss_cls: 3.3163, loss: 3.3163, grad_norm: 1.0922 2020-10-04 18:15:54,442 - mmaction - INFO - Epoch [87][480/999] lr: 4.479e-01, eta: 1 day, 23:31:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5461, loss_cls: 3.2873, loss: 3.2873, grad_norm: 1.1029 2020-10-04 18:16:14,366 - mmaction - INFO - Epoch [87][500/999] lr: 4.479e-01, eta: 1 day, 23:31:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5388, loss_cls: 3.3408, loss: 3.3408, grad_norm: 1.0976 2020-10-04 18:16:34,327 - mmaction - INFO - Epoch [87][520/999] lr: 4.479e-01, eta: 1 day, 23:31:17, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5618, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.0883 2020-10-04 18:16:54,244 - mmaction - INFO - Epoch [87][540/999] lr: 4.479e-01, eta: 1 day, 23:30:56, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5483, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.0886 2020-10-04 18:17:14,176 - mmaction - INFO - Epoch [87][560/999] lr: 4.479e-01, eta: 1 day, 23:30:35, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5482, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0960 2020-10-04 18:17:34,069 - mmaction - INFO - Epoch [87][580/999] lr: 4.479e-01, eta: 1 day, 23:30:14, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5402, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.1035 2020-10-04 18:17:54,017 - mmaction - INFO - Epoch [87][600/999] lr: 4.479e-01, eta: 1 day, 23:29:54, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5526, loss_cls: 3.3128, loss: 3.3128, grad_norm: 1.1018 2020-10-04 18:18:13,837 - mmaction - INFO - Epoch [87][620/999] lr: 4.479e-01, eta: 1 day, 23:29:33, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5564, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.0873 2020-10-04 18:18:33,787 - mmaction - INFO - Epoch [87][640/999] lr: 4.479e-01, eta: 1 day, 23:29:12, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2910, top5_acc: 0.5422, loss_cls: 3.3446, loss: 3.3446, grad_norm: 1.1045 2020-10-04 18:18:53,675 - mmaction - INFO - Epoch [87][660/999] lr: 4.479e-01, eta: 1 day, 23:28:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3148, top5_acc: 0.5566, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.0731 2020-10-04 18:19:13,672 - mmaction - INFO - Epoch [87][680/999] lr: 4.479e-01, eta: 1 day, 23:28:30, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5368, loss_cls: 3.3497, loss: 3.3497, grad_norm: 1.1106 2020-10-04 18:19:33,596 - mmaction - INFO - Epoch [87][700/999] lr: 4.479e-01, eta: 1 day, 23:28:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5493, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.0896 2020-10-04 18:19:53,522 - mmaction - INFO - Epoch [87][720/999] lr: 4.479e-01, eta: 1 day, 23:27:49, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5483, loss_cls: 3.3310, loss: 3.3310, grad_norm: 1.0927 2020-10-04 18:20:13,437 - mmaction - INFO - Epoch [87][740/999] lr: 4.479e-01, eta: 1 day, 23:27:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2964, top5_acc: 0.5441, loss_cls: 3.3317, loss: 3.3317, grad_norm: 1.0943 2020-10-04 18:20:33,321 - mmaction - INFO - Epoch [87][760/999] lr: 4.479e-01, eta: 1 day, 23:27:07, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2859, top5_acc: 0.5311, loss_cls: 3.3913, loss: 3.3913, grad_norm: 1.1056 2020-10-04 18:20:53,259 - mmaction - INFO - Epoch [87][780/999] lr: 4.479e-01, eta: 1 day, 23:26:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5483, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.0671 2020-10-04 18:21:13,200 - mmaction - INFO - Epoch [87][800/999] lr: 4.479e-01, eta: 1 day, 23:26:26, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5555, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.0862 2020-10-04 18:21:33,224 - mmaction - INFO - Epoch [87][820/999] lr: 4.479e-01, eta: 1 day, 23:26:05, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5480, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.1024 2020-10-04 18:21:53,098 - mmaction - INFO - Epoch [87][840/999] lr: 4.479e-01, eta: 1 day, 23:25:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2990, top5_acc: 0.5441, loss_cls: 3.3266, loss: 3.3266, grad_norm: 1.0836 2020-10-04 18:22:13,015 - mmaction - INFO - Epoch [87][860/999] lr: 4.479e-01, eta: 1 day, 23:25:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5523, loss_cls: 3.3000, loss: 3.3000, grad_norm: 1.0925 2020-10-04 18:22:32,844 - mmaction - INFO - Epoch [87][880/999] lr: 4.479e-01, eta: 1 day, 23:25:03, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2941, top5_acc: 0.5451, loss_cls: 3.3311, loss: 3.3311, grad_norm: 1.1162 2020-10-04 18:22:52,711 - mmaction - INFO - Epoch [87][900/999] lr: 4.479e-01, eta: 1 day, 23:24:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2999, top5_acc: 0.5375, loss_cls: 3.3442, loss: 3.3442, grad_norm: 1.1033 2020-10-04 18:23:12,542 - mmaction - INFO - Epoch [87][920/999] lr: 4.479e-01, eta: 1 day, 23:24:21, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5396, loss_cls: 3.3548, loss: 3.3548, grad_norm: 1.0969 2020-10-04 18:23:32,511 - mmaction - INFO - Epoch [87][940/999] lr: 4.479e-01, eta: 1 day, 23:24:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5557, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.0912 2020-10-04 18:23:52,437 - mmaction - INFO - Epoch [87][960/999] lr: 4.479e-01, eta: 1 day, 23:23:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5496, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.0990 2020-10-04 18:24:12,337 - mmaction - INFO - Epoch [87][980/999] lr: 4.479e-01, eta: 1 day, 23:23:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3060, top5_acc: 0.5551, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.0888 2020-10-04 18:25:21,912 - mmaction - INFO - Epoch [88][20/999] lr: 4.447e-01, eta: 1 day, 23:23:01, time: 2.520, data_time: 1.451, memory: 8478, top1_acc: 0.3070, top5_acc: 0.5504, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.0927 2020-10-04 18:25:41,621 - mmaction - INFO - Epoch [88][40/999] lr: 4.447e-01, eta: 1 day, 23:22:39, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5516, loss_cls: 3.2677, loss: 3.2677, grad_norm: 1.0956 2020-10-04 18:26:01,441 - mmaction - INFO - Epoch [88][60/999] lr: 4.447e-01, eta: 1 day, 23:22:18, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5600, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.1020 2020-10-04 18:26:21,369 - mmaction - INFO - Epoch [88][80/999] lr: 4.447e-01, eta: 1 day, 23:21:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5577, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.1029 2020-10-04 18:26:41,336 - mmaction - INFO - Epoch [88][100/999] lr: 4.447e-01, eta: 1 day, 23:21:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3003, top5_acc: 0.5431, loss_cls: 3.3401, loss: 3.3401, grad_norm: 1.1010 2020-10-04 18:27:01,295 - mmaction - INFO - Epoch [88][120/999] lr: 4.447e-01, eta: 1 day, 23:21:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3139, top5_acc: 0.5561, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.0970 2020-10-04 18:27:21,139 - mmaction - INFO - Epoch [88][140/999] lr: 4.447e-01, eta: 1 day, 23:20:55, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5466, loss_cls: 3.3262, loss: 3.3262, grad_norm: 1.0948 2020-10-04 18:27:41,018 - mmaction - INFO - Epoch [88][160/999] lr: 4.447e-01, eta: 1 day, 23:20:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5540, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.0956 2020-10-04 18:28:00,944 - mmaction - INFO - Epoch [88][180/999] lr: 4.447e-01, eta: 1 day, 23:20:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5531, loss_cls: 3.3091, loss: 3.3091, grad_norm: 1.1034 2020-10-04 18:28:20,969 - mmaction - INFO - Epoch [88][200/999] lr: 4.447e-01, eta: 1 day, 23:19:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5454, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.1069 2020-10-04 18:28:40,831 - mmaction - INFO - Epoch [88][220/999] lr: 4.447e-01, eta: 1 day, 23:19:32, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5531, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.0984 2020-10-04 18:29:00,838 - mmaction - INFO - Epoch [88][240/999] lr: 4.447e-01, eta: 1 day, 23:19:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3121, top5_acc: 0.5540, loss_cls: 3.3004, loss: 3.3004, grad_norm: 1.0911 2020-10-04 18:29:20,737 - mmaction - INFO - Epoch [88][260/999] lr: 4.447e-01, eta: 1 day, 23:18:51, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5512, loss_cls: 3.2869, loss: 3.2869, grad_norm: 1.1088 2020-10-04 18:29:40,584 - mmaction - INFO - Epoch [88][280/999] lr: 4.447e-01, eta: 1 day, 23:18:30, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5505, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.0905 2020-10-04 18:30:00,486 - mmaction - INFO - Epoch [88][300/999] lr: 4.447e-01, eta: 1 day, 23:18:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5577, loss_cls: 3.2741, loss: 3.2741, grad_norm: 1.1016 2020-10-04 18:30:21,310 - mmaction - INFO - Epoch [88][320/999] lr: 4.447e-01, eta: 1 day, 23:17:50, time: 1.041, data_time: 0.002, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5408, loss_cls: 3.3460, loss: 3.3460, grad_norm: 1.0917 2020-10-04 18:30:41,287 - mmaction - INFO - Epoch [88][340/999] lr: 4.447e-01, eta: 1 day, 23:17:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5483, loss_cls: 3.3179, loss: 3.3179, grad_norm: 1.1197 2020-10-04 18:31:01,174 - mmaction - INFO - Epoch [88][360/999] lr: 4.447e-01, eta: 1 day, 23:17:09, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3078, top5_acc: 0.5603, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.0973 2020-10-04 18:31:21,063 - mmaction - INFO - Epoch [88][380/999] lr: 4.447e-01, eta: 1 day, 23:16:48, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3044, top5_acc: 0.5430, loss_cls: 3.3118, loss: 3.3118, grad_norm: 1.1019 2020-10-04 18:31:40,973 - mmaction - INFO - Epoch [88][400/999] lr: 4.447e-01, eta: 1 day, 23:16:27, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5430, loss_cls: 3.3264, loss: 3.3264, grad_norm: 1.0986 2020-10-04 18:32:00,888 - mmaction - INFO - Epoch [88][420/999] lr: 4.447e-01, eta: 1 day, 23:16:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5503, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.0952 2020-10-04 18:32:20,786 - mmaction - INFO - Epoch [88][440/999] lr: 4.447e-01, eta: 1 day, 23:15:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5540, loss_cls: 3.2748, loss: 3.2748, grad_norm: 1.1090 2020-10-04 18:32:40,658 - mmaction - INFO - Epoch [88][460/999] lr: 4.447e-01, eta: 1 day, 23:15:25, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5604, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.1087 2020-10-04 18:33:00,688 - mmaction - INFO - Epoch [88][480/999] lr: 4.447e-01, eta: 1 day, 23:15:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5540, loss_cls: 3.2942, loss: 3.2942, grad_norm: 1.1044 2020-10-04 18:33:20,549 - mmaction - INFO - Epoch [88][500/999] lr: 4.447e-01, eta: 1 day, 23:14:43, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5428, loss_cls: 3.3524, loss: 3.3524, grad_norm: 1.1117 2020-10-04 18:33:40,415 - mmaction - INFO - Epoch [88][520/999] lr: 4.447e-01, eta: 1 day, 23:14:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3085, top5_acc: 0.5441, loss_cls: 3.3270, loss: 3.3270, grad_norm: 1.0951 2020-10-04 18:34:00,264 - mmaction - INFO - Epoch [88][540/999] lr: 4.447e-01, eta: 1 day, 23:14:01, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.3055, loss: 3.3055, grad_norm: 1.0827 2020-10-04 18:34:20,122 - mmaction - INFO - Epoch [88][560/999] lr: 4.447e-01, eta: 1 day, 23:13:41, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3160, top5_acc: 0.5556, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.0918 2020-10-04 18:34:40,087 - mmaction - INFO - Epoch [88][580/999] lr: 4.447e-01, eta: 1 day, 23:13:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2947, top5_acc: 0.5440, loss_cls: 3.3402, loss: 3.3402, grad_norm: 1.1177 2020-10-04 18:35:00,094 - mmaction - INFO - Epoch [88][600/999] lr: 4.447e-01, eta: 1 day, 23:12:59, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5566, loss_cls: 3.2735, loss: 3.2735, grad_norm: 1.0986 2020-10-04 18:35:19,973 - mmaction - INFO - Epoch [88][620/999] lr: 4.447e-01, eta: 1 day, 23:12:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5507, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.1087 2020-10-04 18:35:39,851 - mmaction - INFO - Epoch [88][640/999] lr: 4.447e-01, eta: 1 day, 23:12:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2962, top5_acc: 0.5448, loss_cls: 3.3382, loss: 3.3382, grad_norm: 1.1040 2020-10-04 18:35:59,696 - mmaction - INFO - Epoch [88][660/999] lr: 4.447e-01, eta: 1 day, 23:11:57, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5449, loss_cls: 3.3271, loss: 3.3271, grad_norm: 1.0928 2020-10-04 18:36:19,649 - mmaction - INFO - Epoch [88][680/999] lr: 4.447e-01, eta: 1 day, 23:11:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3099, top5_acc: 0.5517, loss_cls: 3.2772, loss: 3.2772, grad_norm: 1.1074 2020-10-04 18:36:39,525 - mmaction - INFO - Epoch [88][700/999] lr: 4.447e-01, eta: 1 day, 23:11:15, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5507, loss_cls: 3.3330, loss: 3.3330, grad_norm: 1.0928 2020-10-04 18:36:59,413 - mmaction - INFO - Epoch [88][720/999] lr: 4.447e-01, eta: 1 day, 23:10:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5461, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.1054 2020-10-04 18:37:19,421 - mmaction - INFO - Epoch [88][740/999] lr: 4.447e-01, eta: 1 day, 23:10:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5454, loss_cls: 3.3229, loss: 3.3229, grad_norm: 1.0921 2020-10-04 18:37:39,299 - mmaction - INFO - Epoch [88][760/999] lr: 4.447e-01, eta: 1 day, 23:10:13, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2885, top5_acc: 0.5383, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.1165 2020-10-04 18:37:59,248 - mmaction - INFO - Epoch [88][780/999] lr: 4.447e-01, eta: 1 day, 23:09:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5521, loss_cls: 3.3232, loss: 3.3232, grad_norm: 1.0928 2020-10-04 18:38:19,060 - mmaction - INFO - Epoch [88][800/999] lr: 4.447e-01, eta: 1 day, 23:09:31, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2988, top5_acc: 0.5434, loss_cls: 3.3374, loss: 3.3374, grad_norm: 1.0881 2020-10-04 18:38:39,003 - mmaction - INFO - Epoch [88][820/999] lr: 4.447e-01, eta: 1 day, 23:09:11, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2961, top5_acc: 0.5415, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.1044 2020-10-04 18:38:58,926 - mmaction - INFO - Epoch [88][840/999] lr: 4.447e-01, eta: 1 day, 23:08:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5527, loss_cls: 3.2757, loss: 3.2757, grad_norm: 1.0934 2020-10-04 18:39:18,711 - mmaction - INFO - Epoch [88][860/999] lr: 4.447e-01, eta: 1 day, 23:08:29, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5488, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.1077 2020-10-04 18:39:38,628 - mmaction - INFO - Epoch [88][880/999] lr: 4.447e-01, eta: 1 day, 23:08:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2978, top5_acc: 0.5434, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.0960 2020-10-04 18:39:58,475 - mmaction - INFO - Epoch [88][900/999] lr: 4.447e-01, eta: 1 day, 23:07:47, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3034, top5_acc: 0.5520, loss_cls: 3.2873, loss: 3.2873, grad_norm: 1.1084 2020-10-04 18:40:18,327 - mmaction - INFO - Epoch [88][920/999] lr: 4.447e-01, eta: 1 day, 23:07:26, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3008, top5_acc: 0.5447, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0969 2020-10-04 18:40:38,170 - mmaction - INFO - Epoch [88][940/999] lr: 4.447e-01, eta: 1 day, 23:07:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5473, loss_cls: 3.3123, loss: 3.3123, grad_norm: 1.1041 2020-10-04 18:40:58,132 - mmaction - INFO - Epoch [88][960/999] lr: 4.447e-01, eta: 1 day, 23:06:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5505, loss_cls: 3.3126, loss: 3.3126, grad_norm: 1.0858 2020-10-04 18:41:18,074 - mmaction - INFO - Epoch [88][980/999] lr: 4.447e-01, eta: 1 day, 23:06:24, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5462, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.1109 2020-10-04 18:41:37,188 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-10-04 18:42:49,544 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 18:42:51,158 - mmaction - INFO - top1_acc 0.3387 top5_acc 0.6092 2020-10-04 18:42:51,158 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 18:42:51,265 - mmaction - INFO - mean_acc 0.3376 2020-10-04 18:42:51,278 - mmaction - INFO - Epoch(val) [88][999] top1_acc: 0.3387, top5_acc: 0.6092, mean_class_accuracy: 0.3376 2020-10-04 18:43:39,275 - mmaction - INFO - Epoch [89][20/999] lr: 4.414e-01, eta: 1 day, 23:06:01, time: 2.397, data_time: 1.153, memory: 8478, top1_acc: 0.3055, top5_acc: 0.5466, loss_cls: 3.3003, loss: 3.3003, grad_norm: 1.0963 2020-10-04 18:43:58,872 - mmaction - INFO - Epoch [89][40/999] lr: 4.414e-01, eta: 1 day, 23:05:40, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5552, loss_cls: 3.2607, loss: 3.2607, grad_norm: 1.0776 2020-10-04 18:44:18,615 - mmaction - INFO - Epoch [89][60/999] lr: 4.414e-01, eta: 1 day, 23:05:18, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5501, loss_cls: 3.2813, loss: 3.2813, grad_norm: 1.1140 2020-10-04 18:44:38,539 - mmaction - INFO - Epoch [89][80/999] lr: 4.414e-01, eta: 1 day, 23:04:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3010, top5_acc: 0.5508, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.1054 2020-10-04 18:44:58,438 - mmaction - INFO - Epoch [89][100/999] lr: 4.414e-01, eta: 1 day, 23:04:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5551, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.0903 2020-10-04 18:45:18,296 - mmaction - INFO - Epoch [89][120/999] lr: 4.414e-01, eta: 1 day, 23:04:16, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5535, loss_cls: 3.2753, loss: 3.2753, grad_norm: 1.0917 2020-10-04 18:45:38,247 - mmaction - INFO - Epoch [89][140/999] lr: 4.414e-01, eta: 1 day, 23:03:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5608, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.0992 2020-10-04 18:45:58,108 - mmaction - INFO - Epoch [89][160/999] lr: 4.414e-01, eta: 1 day, 23:03:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5615, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.1158 2020-10-04 18:46:18,032 - mmaction - INFO - Epoch [89][180/999] lr: 4.414e-01, eta: 1 day, 23:03:14, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5497, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.1015 2020-10-04 18:46:37,974 - mmaction - INFO - Epoch [89][200/999] lr: 4.414e-01, eta: 1 day, 23:02:53, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5523, loss_cls: 3.2945, loss: 3.2945, grad_norm: 1.1046 2020-10-04 18:46:57,857 - mmaction - INFO - Epoch [89][220/999] lr: 4.414e-01, eta: 1 day, 23:02:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3012, top5_acc: 0.5540, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.1312 2020-10-04 18:47:17,845 - mmaction - INFO - Epoch [89][240/999] lr: 4.414e-01, eta: 1 day, 23:02:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5439, loss_cls: 3.3127, loss: 3.3127, grad_norm: 1.1001 2020-10-04 18:47:37,783 - mmaction - INFO - Epoch [89][260/999] lr: 4.414e-01, eta: 1 day, 23:01:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3176, top5_acc: 0.5543, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.0881 2020-10-04 18:47:57,730 - mmaction - INFO - Epoch [89][280/999] lr: 4.414e-01, eta: 1 day, 23:01:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5581, loss_cls: 3.2863, loss: 3.2863, grad_norm: 1.1214 2020-10-04 18:48:17,545 - mmaction - INFO - Epoch [89][300/999] lr: 4.414e-01, eta: 1 day, 23:01:09, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5555, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.1028 2020-10-04 18:48:37,532 - mmaction - INFO - Epoch [89][320/999] lr: 4.414e-01, eta: 1 day, 23:00:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5449, loss_cls: 3.3486, loss: 3.3486, grad_norm: 1.1109 2020-10-04 18:48:57,470 - mmaction - INFO - Epoch [89][340/999] lr: 4.414e-01, eta: 1 day, 23:00:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5512, loss_cls: 3.2999, loss: 3.2999, grad_norm: 1.1145 2020-10-04 18:49:17,449 - mmaction - INFO - Epoch [89][360/999] lr: 4.414e-01, eta: 1 day, 23:00:07, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5514, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.1227 2020-10-04 18:49:37,359 - mmaction - INFO - Epoch [89][380/999] lr: 4.414e-01, eta: 1 day, 22:59:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5592, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.0926 2020-10-04 18:49:57,223 - mmaction - INFO - Epoch [89][400/999] lr: 4.414e-01, eta: 1 day, 22:59:26, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5461, loss_cls: 3.3339, loss: 3.3339, grad_norm: 1.1162 2020-10-04 18:50:17,061 - mmaction - INFO - Epoch [89][420/999] lr: 4.414e-01, eta: 1 day, 22:59:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5492, loss_cls: 3.2861, loss: 3.2861, grad_norm: 1.0992 2020-10-04 18:50:36,987 - mmaction - INFO - Epoch [89][440/999] lr: 4.414e-01, eta: 1 day, 22:58:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3102, top5_acc: 0.5504, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.1029 2020-10-04 18:50:56,887 - mmaction - INFO - Epoch [89][460/999] lr: 4.414e-01, eta: 1 day, 22:58:23, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5461, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.1101 2020-10-04 18:51:16,821 - mmaction - INFO - Epoch [89][480/999] lr: 4.414e-01, eta: 1 day, 22:58:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5474, loss_cls: 3.3340, loss: 3.3340, grad_norm: 1.1195 2020-10-04 18:51:36,735 - mmaction - INFO - Epoch [89][500/999] lr: 4.414e-01, eta: 1 day, 22:57:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3180, top5_acc: 0.5557, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.0900 2020-10-04 18:51:56,655 - mmaction - INFO - Epoch [89][520/999] lr: 4.414e-01, eta: 1 day, 22:57:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5482, loss_cls: 3.3060, loss: 3.3060, grad_norm: 1.1176 2020-10-04 18:52:16,590 - mmaction - INFO - Epoch [89][540/999] lr: 4.414e-01, eta: 1 day, 22:57:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5592, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.1195 2020-10-04 18:52:36,576 - mmaction - INFO - Epoch [89][560/999] lr: 4.414e-01, eta: 1 day, 22:56:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5546, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.1003 2020-10-04 18:52:56,566 - mmaction - INFO - Epoch [89][580/999] lr: 4.414e-01, eta: 1 day, 22:56:19, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5570, loss_cls: 3.2468, loss: 3.2468, grad_norm: 1.1071 2020-10-04 18:53:16,477 - mmaction - INFO - Epoch [89][600/999] lr: 4.414e-01, eta: 1 day, 22:55:58, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3163, top5_acc: 0.5577, loss_cls: 3.2692, loss: 3.2692, grad_norm: 1.1014 2020-10-04 18:53:36,493 - mmaction - INFO - Epoch [89][620/999] lr: 4.414e-01, eta: 1 day, 22:55:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2967, top5_acc: 0.5422, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.1213 2020-10-04 18:53:56,378 - mmaction - INFO - Epoch [89][640/999] lr: 4.414e-01, eta: 1 day, 22:55:17, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3013, top5_acc: 0.5505, loss_cls: 3.3095, loss: 3.3095, grad_norm: 1.0925 2020-10-04 18:54:16,248 - mmaction - INFO - Epoch [89][660/999] lr: 4.414e-01, eta: 1 day, 22:54:56, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5549, loss_cls: 3.2778, loss: 3.2778, grad_norm: 1.1192 2020-10-04 18:54:36,292 - mmaction - INFO - Epoch [89][680/999] lr: 4.414e-01, eta: 1 day, 22:54:35, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5451, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0846 2020-10-04 18:54:56,255 - mmaction - INFO - Epoch [89][700/999] lr: 4.414e-01, eta: 1 day, 22:54:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5473, loss_cls: 3.3060, loss: 3.3060, grad_norm: 1.1089 2020-10-04 18:55:16,190 - mmaction - INFO - Epoch [89][720/999] lr: 4.414e-01, eta: 1 day, 22:53:54, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5533, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.1104 2020-10-04 18:55:36,037 - mmaction - INFO - Epoch [89][740/999] lr: 4.414e-01, eta: 1 day, 22:53:33, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5523, loss_cls: 3.2950, loss: 3.2950, grad_norm: 1.0887 2020-10-04 18:55:55,859 - mmaction - INFO - Epoch [89][760/999] lr: 4.414e-01, eta: 1 day, 22:53:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3072, top5_acc: 0.5523, loss_cls: 3.2755, loss: 3.2755, grad_norm: 1.1167 2020-10-04 18:56:15,648 - mmaction - INFO - Epoch [89][780/999] lr: 4.414e-01, eta: 1 day, 22:52:51, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5564, loss_cls: 3.2693, loss: 3.2693, grad_norm: 1.0992 2020-10-04 18:56:35,494 - mmaction - INFO - Epoch [89][800/999] lr: 4.414e-01, eta: 1 day, 22:52:30, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5443, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.1030 2020-10-04 18:56:55,326 - mmaction - INFO - Epoch [89][820/999] lr: 4.414e-01, eta: 1 day, 22:52:09, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5510, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.1077 2020-10-04 18:57:15,232 - mmaction - INFO - Epoch [89][840/999] lr: 4.414e-01, eta: 1 day, 22:51:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5431, loss_cls: 3.3203, loss: 3.3203, grad_norm: 1.1288 2020-10-04 18:57:35,121 - mmaction - INFO - Epoch [89][860/999] lr: 4.414e-01, eta: 1 day, 22:51:28, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5540, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.0856 2020-10-04 18:57:55,060 - mmaction - INFO - Epoch [89][880/999] lr: 4.414e-01, eta: 1 day, 22:51:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3081, top5_acc: 0.5556, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.1013 2020-10-04 18:58:14,930 - mmaction - INFO - Epoch [89][900/999] lr: 4.414e-01, eta: 1 day, 22:50:46, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5596, loss_cls: 3.2370, loss: 3.2370, grad_norm: 1.0911 2020-10-04 18:58:34,864 - mmaction - INFO - Epoch [89][920/999] lr: 4.414e-01, eta: 1 day, 22:50:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3085, top5_acc: 0.5526, loss_cls: 3.2999, loss: 3.2999, grad_norm: 1.1077 2020-10-04 18:58:54,850 - mmaction - INFO - Epoch [89][940/999] lr: 4.414e-01, eta: 1 day, 22:50:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3177, top5_acc: 0.5547, loss_cls: 3.2853, loss: 3.2853, grad_norm: 1.0915 2020-10-04 18:59:14,729 - mmaction - INFO - Epoch [89][960/999] lr: 4.414e-01, eta: 1 day, 22:49:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5350, loss_cls: 3.3591, loss: 3.3591, grad_norm: 1.1034 2020-10-04 18:59:34,593 - mmaction - INFO - Epoch [89][980/999] lr: 4.414e-01, eta: 1 day, 22:49:23, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5556, loss_cls: 3.2962, loss: 3.2962, grad_norm: 1.1053 2020-10-04 19:00:52,291 - mmaction - INFO - Epoch [90][20/999] lr: 4.382e-01, eta: 1 day, 22:49:20, time: 2.928, data_time: 1.925, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5426, loss_cls: 3.3376, loss: 3.3376, grad_norm: 1.1126 2020-10-04 19:01:12,017 - mmaction - INFO - Epoch [90][40/999] lr: 4.382e-01, eta: 1 day, 22:48:59, time: 0.987, data_time: 0.004, memory: 8478, top1_acc: 0.3092, top5_acc: 0.5530, loss_cls: 3.2930, loss: 3.2930, grad_norm: 1.0856 2020-10-04 19:01:31,795 - mmaction - INFO - Epoch [90][60/999] lr: 4.382e-01, eta: 1 day, 22:48:38, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.3182, top5_acc: 0.5590, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.1055 2020-10-04 19:01:51,623 - mmaction - INFO - Epoch [90][80/999] lr: 4.382e-01, eta: 1 day, 22:48:17, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5503, loss_cls: 3.2964, loss: 3.2964, grad_norm: 1.1075 2020-10-04 19:02:11,497 - mmaction - INFO - Epoch [90][100/999] lr: 4.382e-01, eta: 1 day, 22:47:56, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5475, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.1065 2020-10-04 19:02:31,436 - mmaction - INFO - Epoch [90][120/999] lr: 4.382e-01, eta: 1 day, 22:47:35, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3154, top5_acc: 0.5577, loss_cls: 3.2530, loss: 3.2530, grad_norm: 1.0981 2020-10-04 19:02:51,269 - mmaction - INFO - Epoch [90][140/999] lr: 4.382e-01, eta: 1 day, 22:47:14, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3083, top5_acc: 0.5445, loss_cls: 3.2803, loss: 3.2803, grad_norm: 1.0786 2020-10-04 19:03:11,090 - mmaction - INFO - Epoch [90][160/999] lr: 4.382e-01, eta: 1 day, 22:46:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5544, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.1074 2020-10-04 19:03:31,013 - mmaction - INFO - Epoch [90][180/999] lr: 4.382e-01, eta: 1 day, 22:46:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5495, loss_cls: 3.2971, loss: 3.2971, grad_norm: 1.1157 2020-10-04 19:03:50,925 - mmaction - INFO - Epoch [90][200/999] lr: 4.382e-01, eta: 1 day, 22:46:12, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5466, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.0962 2020-10-04 19:04:10,830 - mmaction - INFO - Epoch [90][220/999] lr: 4.382e-01, eta: 1 day, 22:45:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5565, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.1000 2020-10-04 19:04:30,731 - mmaction - INFO - Epoch [90][240/999] lr: 4.382e-01, eta: 1 day, 22:45:30, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5561, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.1141 2020-10-04 19:04:50,696 - mmaction - INFO - Epoch [90][260/999] lr: 4.382e-01, eta: 1 day, 22:45:10, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3066, top5_acc: 0.5470, loss_cls: 3.3225, loss: 3.3225, grad_norm: 1.0936 2020-10-04 19:05:10,610 - mmaction - INFO - Epoch [90][280/999] lr: 4.382e-01, eta: 1 day, 22:44:49, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3082, top5_acc: 0.5516, loss_cls: 3.2717, loss: 3.2717, grad_norm: 1.0987 2020-10-04 19:05:30,539 - mmaction - INFO - Epoch [90][300/999] lr: 4.382e-01, eta: 1 day, 22:44:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5572, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.1233 2020-10-04 19:05:50,516 - mmaction - INFO - Epoch [90][320/999] lr: 4.382e-01, eta: 1 day, 22:44:07, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3085, top5_acc: 0.5530, loss_cls: 3.2897, loss: 3.2897, grad_norm: 1.0856 2020-10-04 19:06:10,327 - mmaction - INFO - Epoch [90][340/999] lr: 4.382e-01, eta: 1 day, 22:43:47, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5577, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.0931 2020-10-04 19:06:30,400 - mmaction - INFO - Epoch [90][360/999] lr: 4.382e-01, eta: 1 day, 22:43:26, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5483, loss_cls: 3.3047, loss: 3.3047, grad_norm: 1.0977 2020-10-04 19:06:50,431 - mmaction - INFO - Epoch [90][380/999] lr: 4.382e-01, eta: 1 day, 22:43:06, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5492, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.1012 2020-10-04 19:07:10,436 - mmaction - INFO - Epoch [90][400/999] lr: 4.382e-01, eta: 1 day, 22:42:45, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5547, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.0916 2020-10-04 19:07:30,317 - mmaction - INFO - Epoch [90][420/999] lr: 4.382e-01, eta: 1 day, 22:42:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3142, top5_acc: 0.5536, loss_cls: 3.2760, loss: 3.2760, grad_norm: 1.0975 2020-10-04 19:07:50,278 - mmaction - INFO - Epoch [90][440/999] lr: 4.382e-01, eta: 1 day, 22:42:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5521, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.0930 2020-10-04 19:08:10,288 - mmaction - INFO - Epoch [90][460/999] lr: 4.382e-01, eta: 1 day, 22:41:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5457, loss_cls: 3.3015, loss: 3.3015, grad_norm: 1.0906 2020-10-04 19:08:30,211 - mmaction - INFO - Epoch [90][480/999] lr: 4.382e-01, eta: 1 day, 22:41:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3074, top5_acc: 0.5531, loss_cls: 3.2738, loss: 3.2738, grad_norm: 1.0934 2020-10-04 19:08:50,128 - mmaction - INFO - Epoch [90][500/999] lr: 4.382e-01, eta: 1 day, 22:41:01, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5604, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.1107 2020-10-04 19:09:10,007 - mmaction - INFO - Epoch [90][520/999] lr: 4.382e-01, eta: 1 day, 22:40:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5548, loss_cls: 3.2964, loss: 3.2964, grad_norm: 1.1181 2020-10-04 19:09:29,800 - mmaction - INFO - Epoch [90][540/999] lr: 4.382e-01, eta: 1 day, 22:40:20, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2982, top5_acc: 0.5486, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.1257 2020-10-04 19:09:49,693 - mmaction - INFO - Epoch [90][560/999] lr: 4.382e-01, eta: 1 day, 22:39:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5499, loss_cls: 3.2997, loss: 3.2997, grad_norm: 1.0876 2020-10-04 19:10:09,622 - mmaction - INFO - Epoch [90][580/999] lr: 4.382e-01, eta: 1 day, 22:39:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3048, top5_acc: 0.5530, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.0977 2020-10-04 19:10:29,661 - mmaction - INFO - Epoch [90][600/999] lr: 4.382e-01, eta: 1 day, 22:39:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5555, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.1047 2020-10-04 19:10:49,553 - mmaction - INFO - Epoch [90][620/999] lr: 4.382e-01, eta: 1 day, 22:38:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5452, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.0888 2020-10-04 19:11:09,478 - mmaction - INFO - Epoch [90][640/999] lr: 4.382e-01, eta: 1 day, 22:38:36, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5572, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1155 2020-10-04 19:11:29,435 - mmaction - INFO - Epoch [90][660/999] lr: 4.382e-01, eta: 1 day, 22:38:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5471, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0938 2020-10-04 19:11:49,320 - mmaction - INFO - Epoch [90][680/999] lr: 4.382e-01, eta: 1 day, 22:37:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5449, loss_cls: 3.3187, loss: 3.3187, grad_norm: 1.1144 2020-10-04 19:12:09,232 - mmaction - INFO - Epoch [90][700/999] lr: 4.382e-01, eta: 1 day, 22:37:34, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3034, top5_acc: 0.5509, loss_cls: 3.2866, loss: 3.2866, grad_norm: 1.1140 2020-10-04 19:12:29,317 - mmaction - INFO - Epoch [90][720/999] lr: 4.382e-01, eta: 1 day, 22:37:13, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3035, top5_acc: 0.5569, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.1026 2020-10-04 19:12:49,229 - mmaction - INFO - Epoch [90][740/999] lr: 4.382e-01, eta: 1 day, 22:36:53, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3009, top5_acc: 0.5470, loss_cls: 3.3206, loss: 3.3206, grad_norm: 1.1123 2020-10-04 19:13:09,159 - mmaction - INFO - Epoch [90][760/999] lr: 4.382e-01, eta: 1 day, 22:36:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3155, top5_acc: 0.5552, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.0991 2020-10-04 19:13:29,084 - mmaction - INFO - Epoch [90][780/999] lr: 4.382e-01, eta: 1 day, 22:36:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5487, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.1040 2020-10-04 19:13:49,086 - mmaction - INFO - Epoch [90][800/999] lr: 4.382e-01, eta: 1 day, 22:35:51, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5402, loss_cls: 3.3363, loss: 3.3363, grad_norm: 1.1140 2020-10-04 19:14:08,927 - mmaction - INFO - Epoch [90][820/999] lr: 4.382e-01, eta: 1 day, 22:35:30, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5529, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.1166 2020-10-04 19:14:28,846 - mmaction - INFO - Epoch [90][840/999] lr: 4.382e-01, eta: 1 day, 22:35:09, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5496, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.0976 2020-10-04 19:14:48,791 - mmaction - INFO - Epoch [90][860/999] lr: 4.382e-01, eta: 1 day, 22:34:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3060, top5_acc: 0.5561, loss_cls: 3.2986, loss: 3.2986, grad_norm: 1.1014 2020-10-04 19:15:08,721 - mmaction - INFO - Epoch [90][880/999] lr: 4.382e-01, eta: 1 day, 22:34:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5572, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.1064 2020-10-04 19:15:28,615 - mmaction - INFO - Epoch [90][900/999] lr: 4.382e-01, eta: 1 day, 22:34:07, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5491, loss_cls: 3.2687, loss: 3.2687, grad_norm: 1.1210 2020-10-04 19:15:48,540 - mmaction - INFO - Epoch [90][920/999] lr: 4.382e-01, eta: 1 day, 22:33:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3082, top5_acc: 0.5484, loss_cls: 3.2866, loss: 3.2866, grad_norm: 1.0936 2020-10-04 19:16:08,461 - mmaction - INFO - Epoch [90][940/999] lr: 4.382e-01, eta: 1 day, 22:33:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3125, top5_acc: 0.5624, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.1160 2020-10-04 19:16:28,407 - mmaction - INFO - Epoch [90][960/999] lr: 4.382e-01, eta: 1 day, 22:33:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3052, top5_acc: 0.5553, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.0995 2020-10-04 19:16:48,388 - mmaction - INFO - Epoch [90][980/999] lr: 4.382e-01, eta: 1 day, 22:32:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2995, top5_acc: 0.5465, loss_cls: 3.3098, loss: 3.3098, grad_norm: 1.1080 2020-10-04 19:17:59,132 - mmaction - INFO - Epoch [91][20/999] lr: 4.349e-01, eta: 1 day, 22:32:26, time: 2.559, data_time: 1.294, memory: 8478, top1_acc: 0.3103, top5_acc: 0.5603, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.0982 2020-10-04 19:18:18,774 - mmaction - INFO - Epoch [91][40/999] lr: 4.349e-01, eta: 1 day, 22:32:05, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5582, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1016 2020-10-04 19:18:38,521 - mmaction - INFO - Epoch [91][60/999] lr: 4.349e-01, eta: 1 day, 22:31:44, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5594, loss_cls: 3.2568, loss: 3.2568, grad_norm: 1.1169 2020-10-04 19:18:58,447 - mmaction - INFO - Epoch [91][80/999] lr: 4.349e-01, eta: 1 day, 22:31:23, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5663, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.0974 2020-10-04 19:19:18,331 - mmaction - INFO - Epoch [91][100/999] lr: 4.349e-01, eta: 1 day, 22:31:03, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5569, loss_cls: 3.2547, loss: 3.2547, grad_norm: 1.0966 2020-10-04 19:19:38,130 - mmaction - INFO - Epoch [91][120/999] lr: 4.349e-01, eta: 1 day, 22:30:42, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3026, top5_acc: 0.5492, loss_cls: 3.3148, loss: 3.3148, grad_norm: 1.0858 2020-10-04 19:19:58,040 - mmaction - INFO - Epoch [91][140/999] lr: 4.349e-01, eta: 1 day, 22:30:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3081, top5_acc: 0.5559, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.1140 2020-10-04 19:20:17,895 - mmaction - INFO - Epoch [91][160/999] lr: 4.349e-01, eta: 1 day, 22:30:00, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5556, loss_cls: 3.2869, loss: 3.2869, grad_norm: 1.1092 2020-10-04 19:20:37,818 - mmaction - INFO - Epoch [91][180/999] lr: 4.349e-01, eta: 1 day, 22:29:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5566, loss_cls: 3.2677, loss: 3.2677, grad_norm: 1.1104 2020-10-04 19:20:57,691 - mmaction - INFO - Epoch [91][200/999] lr: 4.349e-01, eta: 1 day, 22:29:18, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2988, top5_acc: 0.5466, loss_cls: 3.3054, loss: 3.3054, grad_norm: 1.0952 2020-10-04 19:21:17,570 - mmaction - INFO - Epoch [91][220/999] lr: 4.349e-01, eta: 1 day, 22:28:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5556, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.1125 2020-10-04 19:21:37,529 - mmaction - INFO - Epoch [91][240/999] lr: 4.349e-01, eta: 1 day, 22:28:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5523, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.1272 2020-10-04 19:21:57,422 - mmaction - INFO - Epoch [91][260/999] lr: 4.349e-01, eta: 1 day, 22:28:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3003, top5_acc: 0.5565, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.0883 2020-10-04 19:22:17,374 - mmaction - INFO - Epoch [91][280/999] lr: 4.349e-01, eta: 1 day, 22:27:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3083, top5_acc: 0.5552, loss_cls: 3.2685, loss: 3.2685, grad_norm: 1.1061 2020-10-04 19:22:37,248 - mmaction - INFO - Epoch [91][300/999] lr: 4.349e-01, eta: 1 day, 22:27:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3033, top5_acc: 0.5647, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.1366 2020-10-04 19:22:57,089 - mmaction - INFO - Epoch [91][320/999] lr: 4.349e-01, eta: 1 day, 22:27:14, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3125, top5_acc: 0.5581, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.1185 2020-10-04 19:23:17,070 - mmaction - INFO - Epoch [91][340/999] lr: 4.349e-01, eta: 1 day, 22:26:53, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5413, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.1185 2020-10-04 19:23:37,024 - mmaction - INFO - Epoch [91][360/999] lr: 4.349e-01, eta: 1 day, 22:26:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5454, loss_cls: 3.3379, loss: 3.3379, grad_norm: 1.1301 2020-10-04 19:23:56,990 - mmaction - INFO - Epoch [91][380/999] lr: 4.349e-01, eta: 1 day, 22:26:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5492, loss_cls: 3.3450, loss: 3.3450, grad_norm: 1.1048 2020-10-04 19:24:16,964 - mmaction - INFO - Epoch [91][400/999] lr: 4.349e-01, eta: 1 day, 22:25:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5560, loss_cls: 3.2598, loss: 3.2598, grad_norm: 1.1063 2020-10-04 19:24:36,802 - mmaction - INFO - Epoch [91][420/999] lr: 4.349e-01, eta: 1 day, 22:25:30, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5665, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.1116 2020-10-04 19:24:56,693 - mmaction - INFO - Epoch [91][440/999] lr: 4.349e-01, eta: 1 day, 22:25:09, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5546, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.0937 2020-10-04 19:25:16,618 - mmaction - INFO - Epoch [91][460/999] lr: 4.349e-01, eta: 1 day, 22:24:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5418, loss_cls: 3.3169, loss: 3.3169, grad_norm: 1.1136 2020-10-04 19:25:36,519 - mmaction - INFO - Epoch [91][480/999] lr: 4.349e-01, eta: 1 day, 22:24:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2936, top5_acc: 0.5469, loss_cls: 3.3463, loss: 3.3463, grad_norm: 1.1131 2020-10-04 19:25:56,374 - mmaction - INFO - Epoch [91][500/999] lr: 4.349e-01, eta: 1 day, 22:24:07, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3073, top5_acc: 0.5568, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.0872 2020-10-04 19:26:16,244 - mmaction - INFO - Epoch [91][520/999] lr: 4.349e-01, eta: 1 day, 22:23:46, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5522, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.0967 2020-10-04 19:26:36,205 - mmaction - INFO - Epoch [91][540/999] lr: 4.349e-01, eta: 1 day, 22:23:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3074, top5_acc: 0.5590, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.1225 2020-10-04 19:26:55,974 - mmaction - INFO - Epoch [91][560/999] lr: 4.349e-01, eta: 1 day, 22:23:05, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5599, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.1059 2020-10-04 19:27:15,815 - mmaction - INFO - Epoch [91][580/999] lr: 4.349e-01, eta: 1 day, 22:22:44, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3164, top5_acc: 0.5608, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1069 2020-10-04 19:27:35,717 - mmaction - INFO - Epoch [91][600/999] lr: 4.349e-01, eta: 1 day, 22:22:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3082, top5_acc: 0.5516, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.0967 2020-10-04 19:27:55,709 - mmaction - INFO - Epoch [91][620/999] lr: 4.349e-01, eta: 1 day, 22:22:02, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5448, loss_cls: 3.3321, loss: 3.3321, grad_norm: 1.0994 2020-10-04 19:28:15,603 - mmaction - INFO - Epoch [91][640/999] lr: 4.349e-01, eta: 1 day, 22:21:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5487, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.1029 2020-10-04 19:28:35,457 - mmaction - INFO - Epoch [91][660/999] lr: 4.349e-01, eta: 1 day, 22:21:21, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5467, loss_cls: 3.3138, loss: 3.3138, grad_norm: 1.1180 2020-10-04 19:28:55,351 - mmaction - INFO - Epoch [91][680/999] lr: 4.349e-01, eta: 1 day, 22:21:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5520, loss_cls: 3.3008, loss: 3.3008, grad_norm: 1.0986 2020-10-04 19:29:15,136 - mmaction - INFO - Epoch [91][700/999] lr: 4.349e-01, eta: 1 day, 22:20:39, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5566, loss_cls: 3.2856, loss: 3.2856, grad_norm: 1.1029 2020-10-04 19:29:35,087 - mmaction - INFO - Epoch [91][720/999] lr: 4.349e-01, eta: 1 day, 22:20:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3082, top5_acc: 0.5503, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.0949 2020-10-04 19:29:54,958 - mmaction - INFO - Epoch [91][740/999] lr: 4.349e-01, eta: 1 day, 22:19:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5615, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.1014 2020-10-04 19:30:15,794 - mmaction - INFO - Epoch [91][760/999] lr: 4.349e-01, eta: 1 day, 22:19:38, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.2970, top5_acc: 0.5417, loss_cls: 3.3354, loss: 3.3354, grad_norm: 1.1110 2020-10-04 19:30:35,671 - mmaction - INFO - Epoch [91][780/999] lr: 4.349e-01, eta: 1 day, 22:19:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2999, top5_acc: 0.5428, loss_cls: 3.3136, loss: 3.3136, grad_norm: 1.1265 2020-10-04 19:30:55,601 - mmaction - INFO - Epoch [91][800/999] lr: 4.349e-01, eta: 1 day, 22:18:57, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5514, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.1128 2020-10-04 19:31:15,532 - mmaction - INFO - Epoch [91][820/999] lr: 4.349e-01, eta: 1 day, 22:18:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2966, top5_acc: 0.5395, loss_cls: 3.3597, loss: 3.3597, grad_norm: 1.1129 2020-10-04 19:31:35,460 - mmaction - INFO - Epoch [91][840/999] lr: 4.349e-01, eta: 1 day, 22:18:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2958, top5_acc: 0.5448, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.1073 2020-10-04 19:31:55,390 - mmaction - INFO - Epoch [91][860/999] lr: 4.349e-01, eta: 1 day, 22:17:55, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3147, top5_acc: 0.5570, loss_cls: 3.2732, loss: 3.2732, grad_norm: 1.1025 2020-10-04 19:32:15,272 - mmaction - INFO - Epoch [91][880/999] lr: 4.349e-01, eta: 1 day, 22:17:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5527, loss_cls: 3.3164, loss: 3.3164, grad_norm: 1.1057 2020-10-04 19:32:35,127 - mmaction - INFO - Epoch [91][900/999] lr: 4.349e-01, eta: 1 day, 22:17:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5536, loss_cls: 3.2767, loss: 3.2767, grad_norm: 1.1183 2020-10-04 19:32:54,964 - mmaction - INFO - Epoch [91][920/999] lr: 4.349e-01, eta: 1 day, 22:16:52, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5436, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.1260 2020-10-04 19:33:14,935 - mmaction - INFO - Epoch [91][940/999] lr: 4.349e-01, eta: 1 day, 22:16:32, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5562, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.1093 2020-10-04 19:33:34,883 - mmaction - INFO - Epoch [91][960/999] lr: 4.349e-01, eta: 1 day, 22:16:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5470, loss_cls: 3.3019, loss: 3.3019, grad_norm: 1.1042 2020-10-04 19:33:54,690 - mmaction - INFO - Epoch [91][980/999] lr: 4.349e-01, eta: 1 day, 22:15:50, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5520, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.1076 2020-10-04 19:35:03,743 - mmaction - INFO - Epoch [92][20/999] lr: 4.316e-01, eta: 1 day, 22:15:30, time: 2.501, data_time: 1.470, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5626, loss_cls: 3.2597, loss: 3.2597, grad_norm: 1.1077 2020-10-04 19:35:23,466 - mmaction - INFO - Epoch [92][40/999] lr: 4.316e-01, eta: 1 day, 22:15:09, time: 0.985, data_time: 0.004, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5453, loss_cls: 3.3129, loss: 3.3129, grad_norm: 1.0910 2020-10-04 19:35:43,202 - mmaction - INFO - Epoch [92][60/999] lr: 4.316e-01, eta: 1 day, 22:14:48, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5570, loss_cls: 3.2632, loss: 3.2632, grad_norm: 1.0942 2020-10-04 19:36:03,131 - mmaction - INFO - Epoch [92][80/999] lr: 4.316e-01, eta: 1 day, 22:14:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5531, loss_cls: 3.2800, loss: 3.2800, grad_norm: 1.1063 2020-10-04 19:36:22,946 - mmaction - INFO - Epoch [92][100/999] lr: 4.316e-01, eta: 1 day, 22:14:06, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5539, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.1139 2020-10-04 19:36:42,869 - mmaction - INFO - Epoch [92][120/999] lr: 4.316e-01, eta: 1 day, 22:13:45, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5605, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.1063 2020-10-04 19:37:02,965 - mmaction - INFO - Epoch [92][140/999] lr: 4.316e-01, eta: 1 day, 22:13:25, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5560, loss_cls: 3.2632, loss: 3.2632, grad_norm: 1.0997 2020-10-04 19:37:22,821 - mmaction - INFO - Epoch [92][160/999] lr: 4.316e-01, eta: 1 day, 22:13:04, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5527, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.0869 2020-10-04 19:37:42,732 - mmaction - INFO - Epoch [92][180/999] lr: 4.316e-01, eta: 1 day, 22:12:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5607, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1072 2020-10-04 19:38:02,690 - mmaction - INFO - Epoch [92][200/999] lr: 4.316e-01, eta: 1 day, 22:12:23, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5544, loss_cls: 3.2953, loss: 3.2953, grad_norm: 1.1172 2020-10-04 19:38:22,660 - mmaction - INFO - Epoch [92][220/999] lr: 4.316e-01, eta: 1 day, 22:12:02, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3081, top5_acc: 0.5608, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.1248 2020-10-04 19:38:42,507 - mmaction - INFO - Epoch [92][240/999] lr: 4.316e-01, eta: 1 day, 22:11:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5660, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1155 2020-10-04 19:39:02,399 - mmaction - INFO - Epoch [92][260/999] lr: 4.316e-01, eta: 1 day, 22:11:20, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5493, loss_cls: 3.2965, loss: 3.2965, grad_norm: 1.1056 2020-10-04 19:39:22,341 - mmaction - INFO - Epoch [92][280/999] lr: 4.316e-01, eta: 1 day, 22:11:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5529, loss_cls: 3.2954, loss: 3.2954, grad_norm: 1.1075 2020-10-04 19:39:42,232 - mmaction - INFO - Epoch [92][300/999] lr: 4.316e-01, eta: 1 day, 22:10:39, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5471, loss_cls: 3.2862, loss: 3.2862, grad_norm: 1.1248 2020-10-04 19:40:02,127 - mmaction - INFO - Epoch [92][320/999] lr: 4.316e-01, eta: 1 day, 22:10:18, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5572, loss_cls: 3.2510, loss: 3.2510, grad_norm: 1.1225 2020-10-04 19:40:22,093 - mmaction - INFO - Epoch [92][340/999] lr: 4.316e-01, eta: 1 day, 22:09:58, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5526, loss_cls: 3.3012, loss: 3.3012, grad_norm: 1.1208 2020-10-04 19:40:42,009 - mmaction - INFO - Epoch [92][360/999] lr: 4.316e-01, eta: 1 day, 22:09:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5536, loss_cls: 3.2807, loss: 3.2807, grad_norm: 1.0918 2020-10-04 19:41:02,000 - mmaction - INFO - Epoch [92][380/999] lr: 4.316e-01, eta: 1 day, 22:09:16, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5559, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.1084 2020-10-04 19:41:21,810 - mmaction - INFO - Epoch [92][400/999] lr: 4.316e-01, eta: 1 day, 22:08:55, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5574, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.1146 2020-10-04 19:41:41,723 - mmaction - INFO - Epoch [92][420/999] lr: 4.316e-01, eta: 1 day, 22:08:35, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5529, loss_cls: 3.2800, loss: 3.2800, grad_norm: 1.1325 2020-10-04 19:42:01,636 - mmaction - INFO - Epoch [92][440/999] lr: 4.316e-01, eta: 1 day, 22:08:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3143, top5_acc: 0.5490, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.1021 2020-10-04 19:42:21,593 - mmaction - INFO - Epoch [92][460/999] lr: 4.316e-01, eta: 1 day, 22:07:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5557, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.1139 2020-10-04 19:42:41,562 - mmaction - INFO - Epoch [92][480/999] lr: 4.316e-01, eta: 1 day, 22:07:33, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5533, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.1078 2020-10-04 19:43:01,493 - mmaction - INFO - Epoch [92][500/999] lr: 4.316e-01, eta: 1 day, 22:07:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5518, loss_cls: 3.3025, loss: 3.3025, grad_norm: 1.1085 2020-10-04 19:43:21,462 - mmaction - INFO - Epoch [92][520/999] lr: 4.316e-01, eta: 1 day, 22:06:51, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5520, loss_cls: 3.2510, loss: 3.2510, grad_norm: 1.1113 2020-10-04 19:43:41,367 - mmaction - INFO - Epoch [92][540/999] lr: 4.316e-01, eta: 1 day, 22:06:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3064, top5_acc: 0.5495, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.0993 2020-10-04 19:44:01,307 - mmaction - INFO - Epoch [92][560/999] lr: 4.316e-01, eta: 1 day, 22:06:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3146, top5_acc: 0.5645, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.0986 2020-10-04 19:44:21,245 - mmaction - INFO - Epoch [92][580/999] lr: 4.316e-01, eta: 1 day, 22:05:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3044, top5_acc: 0.5535, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.1190 2020-10-04 19:44:41,125 - mmaction - INFO - Epoch [92][600/999] lr: 4.316e-01, eta: 1 day, 22:05:28, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3038, top5_acc: 0.5473, loss_cls: 3.3156, loss: 3.3156, grad_norm: 1.1307 2020-10-04 19:45:00,958 - mmaction - INFO - Epoch [92][620/999] lr: 4.316e-01, eta: 1 day, 22:05:07, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5443, loss_cls: 3.3321, loss: 3.3321, grad_norm: 1.1214 2020-10-04 19:45:20,822 - mmaction - INFO - Epoch [92][640/999] lr: 4.316e-01, eta: 1 day, 22:04:47, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5496, loss_cls: 3.3145, loss: 3.3145, grad_norm: 1.1076 2020-10-04 19:45:40,761 - mmaction - INFO - Epoch [92][660/999] lr: 4.316e-01, eta: 1 day, 22:04:26, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5482, loss_cls: 3.3541, loss: 3.3541, grad_norm: 1.1196 2020-10-04 19:46:00,734 - mmaction - INFO - Epoch [92][680/999] lr: 4.316e-01, eta: 1 day, 22:04:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3055, top5_acc: 0.5490, loss_cls: 3.2808, loss: 3.2808, grad_norm: 1.1008 2020-10-04 19:46:20,710 - mmaction - INFO - Epoch [92][700/999] lr: 4.316e-01, eta: 1 day, 22:03:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5549, loss_cls: 3.2967, loss: 3.2967, grad_norm: 1.1095 2020-10-04 19:46:40,594 - mmaction - INFO - Epoch [92][720/999] lr: 4.316e-01, eta: 1 day, 22:03:24, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3023, top5_acc: 0.5482, loss_cls: 3.3231, loss: 3.3231, grad_norm: 1.0953 2020-10-04 19:47:00,351 - mmaction - INFO - Epoch [92][740/999] lr: 4.316e-01, eta: 1 day, 22:03:03, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5547, loss_cls: 3.2922, loss: 3.2922, grad_norm: 1.1167 2020-10-04 19:47:20,318 - mmaction - INFO - Epoch [92][760/999] lr: 4.316e-01, eta: 1 day, 22:02:42, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3081, top5_acc: 0.5548, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.1280 2020-10-04 19:47:40,278 - mmaction - INFO - Epoch [92][780/999] lr: 4.316e-01, eta: 1 day, 22:02:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3055, top5_acc: 0.5404, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.1214 2020-10-04 19:48:00,302 - mmaction - INFO - Epoch [92][800/999] lr: 4.316e-01, eta: 1 day, 22:02:01, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3126, top5_acc: 0.5583, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.1057 2020-10-04 19:48:20,176 - mmaction - INFO - Epoch [92][820/999] lr: 4.316e-01, eta: 1 day, 22:01:40, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5436, loss_cls: 3.3325, loss: 3.3325, grad_norm: 1.1030 2020-10-04 19:48:40,127 - mmaction - INFO - Epoch [92][840/999] lr: 4.316e-01, eta: 1 day, 22:01:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3039, top5_acc: 0.5475, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.1027 2020-10-04 19:49:00,226 - mmaction - INFO - Epoch [92][860/999] lr: 4.316e-01, eta: 1 day, 22:00:59, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.3103, top5_acc: 0.5591, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.0947 2020-10-04 19:49:20,106 - mmaction - INFO - Epoch [92][880/999] lr: 4.316e-01, eta: 1 day, 22:00:38, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5482, loss_cls: 3.3141, loss: 3.3141, grad_norm: 1.1186 2020-10-04 19:49:39,976 - mmaction - INFO - Epoch [92][900/999] lr: 4.316e-01, eta: 1 day, 22:00:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3018, top5_acc: 0.5465, loss_cls: 3.3280, loss: 3.3280, grad_norm: 1.0853 2020-10-04 19:49:59,858 - mmaction - INFO - Epoch [92][920/999] lr: 4.316e-01, eta: 1 day, 21:59:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5622, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.1136 2020-10-04 19:50:19,731 - mmaction - INFO - Epoch [92][940/999] lr: 4.316e-01, eta: 1 day, 21:59:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5460, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.1164 2020-10-04 19:50:39,666 - mmaction - INFO - Epoch [92][960/999] lr: 4.316e-01, eta: 1 day, 21:59:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5557, loss_cls: 3.2877, loss: 3.2877, grad_norm: 1.1080 2020-10-04 19:50:59,658 - mmaction - INFO - Epoch [92][980/999] lr: 4.316e-01, eta: 1 day, 21:58:55, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3143, top5_acc: 0.5589, loss_cls: 3.2419, loss: 3.2419, grad_norm: 1.1004 2020-10-04 19:52:08,477 - mmaction - INFO - Epoch [93][20/999] lr: 4.283e-01, eta: 1 day, 21:58:34, time: 2.490, data_time: 1.447, memory: 8478, top1_acc: 0.3172, top5_acc: 0.5710, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.0945 2020-10-04 19:52:28,217 - mmaction - INFO - Epoch [93][40/999] lr: 4.283e-01, eta: 1 day, 21:58:13, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5691, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.1057 2020-10-04 19:52:47,941 - mmaction - INFO - Epoch [93][60/999] lr: 4.283e-01, eta: 1 day, 21:57:52, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3193, top5_acc: 0.5697, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.1157 2020-10-04 19:53:07,802 - mmaction - INFO - Epoch [93][80/999] lr: 4.283e-01, eta: 1 day, 21:57:31, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5560, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.1161 2020-10-04 19:53:27,703 - mmaction - INFO - Epoch [93][100/999] lr: 4.283e-01, eta: 1 day, 21:57:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5591, loss_cls: 3.2647, loss: 3.2647, grad_norm: 1.1112 2020-10-04 19:53:47,617 - mmaction - INFO - Epoch [93][120/999] lr: 4.283e-01, eta: 1 day, 21:56:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3099, top5_acc: 0.5570, loss_cls: 3.2789, loss: 3.2789, grad_norm: 1.1090 2020-10-04 19:54:07,612 - mmaction - INFO - Epoch [93][140/999] lr: 4.283e-01, eta: 1 day, 21:56:29, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5633, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.1172 2020-10-04 19:54:27,500 - mmaction - INFO - Epoch [93][160/999] lr: 4.283e-01, eta: 1 day, 21:56:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5621, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.1191 2020-10-04 19:54:47,383 - mmaction - INFO - Epoch [93][180/999] lr: 4.283e-01, eta: 1 day, 21:55:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3104, top5_acc: 0.5544, loss_cls: 3.2787, loss: 3.2787, grad_norm: 1.1006 2020-10-04 19:55:07,304 - mmaction - INFO - Epoch [93][200/999] lr: 4.283e-01, eta: 1 day, 21:55:27, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5563, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.1239 2020-10-04 19:55:27,181 - mmaction - INFO - Epoch [93][220/999] lr: 4.283e-01, eta: 1 day, 21:55:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5626, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.1160 2020-10-04 19:55:47,162 - mmaction - INFO - Epoch [93][240/999] lr: 4.283e-01, eta: 1 day, 21:54:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5552, loss_cls: 3.2778, loss: 3.2778, grad_norm: 1.1312 2020-10-04 19:56:07,077 - mmaction - INFO - Epoch [93][260/999] lr: 4.283e-01, eta: 1 day, 21:54:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5490, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.1096 2020-10-04 19:56:27,075 - mmaction - INFO - Epoch [93][280/999] lr: 4.283e-01, eta: 1 day, 21:54:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5538, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.1072 2020-10-04 19:56:47,007 - mmaction - INFO - Epoch [93][300/999] lr: 4.283e-01, eta: 1 day, 21:53:43, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5496, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.1084 2020-10-04 19:57:06,830 - mmaction - INFO - Epoch [93][320/999] lr: 4.283e-01, eta: 1 day, 21:53:22, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5576, loss_cls: 3.2748, loss: 3.2748, grad_norm: 1.1106 2020-10-04 19:57:26,808 - mmaction - INFO - Epoch [93][340/999] lr: 4.283e-01, eta: 1 day, 21:53:02, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5596, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1177 2020-10-04 19:57:46,693 - mmaction - INFO - Epoch [93][360/999] lr: 4.283e-01, eta: 1 day, 21:52:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3139, top5_acc: 0.5570, loss_cls: 3.2709, loss: 3.2709, grad_norm: 1.1084 2020-10-04 19:58:06,618 - mmaction - INFO - Epoch [93][380/999] lr: 4.283e-01, eta: 1 day, 21:52:20, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5523, loss_cls: 3.2970, loss: 3.2970, grad_norm: 1.1302 2020-10-04 19:58:26,475 - mmaction - INFO - Epoch [93][400/999] lr: 4.283e-01, eta: 1 day, 21:51:59, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5543, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.1105 2020-10-04 19:58:46,473 - mmaction - INFO - Epoch [93][420/999] lr: 4.283e-01, eta: 1 day, 21:51:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2996, top5_acc: 0.5469, loss_cls: 3.3192, loss: 3.3192, grad_norm: 1.1154 2020-10-04 19:59:06,493 - mmaction - INFO - Epoch [93][440/999] lr: 4.283e-01, eta: 1 day, 21:51:18, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5504, loss_cls: 3.2959, loss: 3.2959, grad_norm: 1.1131 2020-10-04 19:59:26,288 - mmaction - INFO - Epoch [93][460/999] lr: 4.283e-01, eta: 1 day, 21:50:57, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3159, top5_acc: 0.5621, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.1345 2020-10-04 19:59:46,180 - mmaction - INFO - Epoch [93][480/999] lr: 4.283e-01, eta: 1 day, 21:50:37, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2971, top5_acc: 0.5469, loss_cls: 3.3400, loss: 3.3400, grad_norm: 1.1321 2020-10-04 20:00:07,358 - mmaction - INFO - Epoch [93][500/999] lr: 4.283e-01, eta: 1 day, 21:50:18, time: 1.060, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5424, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.1036 2020-10-04 20:00:28,220 - mmaction - INFO - Epoch [93][520/999] lr: 4.283e-01, eta: 1 day, 21:49:59, time: 1.042, data_time: 0.002, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5540, loss_cls: 3.2637, loss: 3.2637, grad_norm: 1.1161 2020-10-04 20:00:48,083 - mmaction - INFO - Epoch [93][540/999] lr: 4.283e-01, eta: 1 day, 21:49:38, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5469, loss_cls: 3.2964, loss: 3.2964, grad_norm: 1.1489 2020-10-04 20:01:08,029 - mmaction - INFO - Epoch [93][560/999] lr: 4.283e-01, eta: 1 day, 21:49:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5549, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.1141 2020-10-04 20:01:27,987 - mmaction - INFO - Epoch [93][580/999] lr: 4.283e-01, eta: 1 day, 21:48:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5578, loss_cls: 3.2749, loss: 3.2749, grad_norm: 1.1255 2020-10-04 20:01:47,982 - mmaction - INFO - Epoch [93][600/999] lr: 4.283e-01, eta: 1 day, 21:48:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3001, top5_acc: 0.5486, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.1199 2020-10-04 20:02:07,845 - mmaction - INFO - Epoch [93][620/999] lr: 4.283e-01, eta: 1 day, 21:48:16, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5585, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.1146 2020-10-04 20:02:27,807 - mmaction - INFO - Epoch [93][640/999] lr: 4.283e-01, eta: 1 day, 21:47:55, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.2992, top5_acc: 0.5424, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.1425 2020-10-04 20:02:47,665 - mmaction - INFO - Epoch [93][660/999] lr: 4.283e-01, eta: 1 day, 21:47:34, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3104, top5_acc: 0.5475, loss_cls: 3.3031, loss: 3.3031, grad_norm: 1.1178 2020-10-04 20:03:07,595 - mmaction - INFO - Epoch [93][680/999] lr: 4.283e-01, eta: 1 day, 21:47:13, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5534, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.1053 2020-10-04 20:03:27,441 - mmaction - INFO - Epoch [93][700/999] lr: 4.283e-01, eta: 1 day, 21:46:53, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5684, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.1153 2020-10-04 20:03:47,351 - mmaction - INFO - Epoch [93][720/999] lr: 4.283e-01, eta: 1 day, 21:46:32, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3061, top5_acc: 0.5556, loss_cls: 3.2741, loss: 3.2741, grad_norm: 1.1187 2020-10-04 20:04:07,239 - mmaction - INFO - Epoch [93][740/999] lr: 4.283e-01, eta: 1 day, 21:46:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3184, top5_acc: 0.5613, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.1146 2020-10-04 20:04:27,197 - mmaction - INFO - Epoch [93][760/999] lr: 4.283e-01, eta: 1 day, 21:45:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3160, top5_acc: 0.5596, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.1112 2020-10-04 20:04:47,019 - mmaction - INFO - Epoch [93][780/999] lr: 4.283e-01, eta: 1 day, 21:45:30, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3143, top5_acc: 0.5594, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.1113 2020-10-04 20:05:06,951 - mmaction - INFO - Epoch [93][800/999] lr: 4.283e-01, eta: 1 day, 21:45:09, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3010, top5_acc: 0.5467, loss_cls: 3.3185, loss: 3.3185, grad_norm: 1.1219 2020-10-04 20:05:26,759 - mmaction - INFO - Epoch [93][820/999] lr: 4.283e-01, eta: 1 day, 21:44:48, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5522, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.1014 2020-10-04 20:05:46,591 - mmaction - INFO - Epoch [93][840/999] lr: 4.283e-01, eta: 1 day, 21:44:27, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3035, top5_acc: 0.5449, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.1120 2020-10-04 20:06:06,524 - mmaction - INFO - Epoch [93][860/999] lr: 4.283e-01, eta: 1 day, 21:44:06, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3147, top5_acc: 0.5673, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.0956 2020-10-04 20:06:26,445 - mmaction - INFO - Epoch [93][880/999] lr: 4.283e-01, eta: 1 day, 21:43:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3055, top5_acc: 0.5496, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.1199 2020-10-04 20:06:46,374 - mmaction - INFO - Epoch [93][900/999] lr: 4.283e-01, eta: 1 day, 21:43:25, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3100, top5_acc: 0.5572, loss_cls: 3.2792, loss: 3.2792, grad_norm: 1.0985 2020-10-04 20:07:06,173 - mmaction - INFO - Epoch [93][920/999] lr: 4.283e-01, eta: 1 day, 21:43:04, time: 0.991, data_time: 0.004, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5544, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.1170 2020-10-04 20:07:26,065 - mmaction - INFO - Epoch [93][940/999] lr: 4.283e-01, eta: 1 day, 21:42:43, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3167, top5_acc: 0.5566, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.1049 2020-10-04 20:07:45,883 - mmaction - INFO - Epoch [93][960/999] lr: 4.283e-01, eta: 1 day, 21:42:22, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5518, loss_cls: 3.2982, loss: 3.2982, grad_norm: 1.1259 2020-10-04 20:08:05,826 - mmaction - INFO - Epoch [93][980/999] lr: 4.283e-01, eta: 1 day, 21:42:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3061, top5_acc: 0.5578, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.1205 2020-10-04 20:09:20,531 - mmaction - INFO - Epoch [94][20/999] lr: 4.249e-01, eta: 1 day, 21:41:48, time: 2.709, data_time: 1.586, memory: 8478, top1_acc: 0.3151, top5_acc: 0.5560, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.1288 2020-10-04 20:09:40,146 - mmaction - INFO - Epoch [94][40/999] lr: 4.249e-01, eta: 1 day, 21:41:27, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.3074, top5_acc: 0.5633, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.1300 2020-10-04 20:09:59,882 - mmaction - INFO - Epoch [94][60/999] lr: 4.249e-01, eta: 1 day, 21:41:06, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3056, top5_acc: 0.5516, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.1429 2020-10-04 20:10:19,786 - mmaction - INFO - Epoch [94][80/999] lr: 4.249e-01, eta: 1 day, 21:40:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.0918 2020-10-04 20:10:39,559 - mmaction - INFO - Epoch [94][100/999] lr: 4.249e-01, eta: 1 day, 21:40:24, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3161, top5_acc: 0.5553, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.1057 2020-10-04 20:10:59,493 - mmaction - INFO - Epoch [94][120/999] lr: 4.249e-01, eta: 1 day, 21:40:04, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5590, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.1085 2020-10-04 20:11:19,496 - mmaction - INFO - Epoch [94][140/999] lr: 4.249e-01, eta: 1 day, 21:39:43, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5540, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.1324 2020-10-04 20:11:39,451 - mmaction - INFO - Epoch [94][160/999] lr: 4.249e-01, eta: 1 day, 21:39:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5534, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.1365 2020-10-04 20:11:59,385 - mmaction - INFO - Epoch [94][180/999] lr: 4.249e-01, eta: 1 day, 21:39:02, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3137, top5_acc: 0.5661, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1187 2020-10-04 20:12:19,260 - mmaction - INFO - Epoch [94][200/999] lr: 4.249e-01, eta: 1 day, 21:38:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5557, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.1288 2020-10-04 20:12:39,198 - mmaction - INFO - Epoch [94][220/999] lr: 4.249e-01, eta: 1 day, 21:38:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5495, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.1314 2020-10-04 20:12:59,164 - mmaction - INFO - Epoch [94][240/999] lr: 4.249e-01, eta: 1 day, 21:38:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3073, top5_acc: 0.5493, loss_cls: 3.3054, loss: 3.3054, grad_norm: 1.1228 2020-10-04 20:13:19,140 - mmaction - INFO - Epoch [94][260/999] lr: 4.249e-01, eta: 1 day, 21:37:39, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3034, top5_acc: 0.5534, loss_cls: 3.2750, loss: 3.2750, grad_norm: 1.1264 2020-10-04 20:13:39,037 - mmaction - INFO - Epoch [94][280/999] lr: 4.249e-01, eta: 1 day, 21:37:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5487, loss_cls: 3.2698, loss: 3.2698, grad_norm: 1.1013 2020-10-04 20:13:59,011 - mmaction - INFO - Epoch [94][300/999] lr: 4.249e-01, eta: 1 day, 21:36:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3160, top5_acc: 0.5674, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.1389 2020-10-04 20:14:18,844 - mmaction - INFO - Epoch [94][320/999] lr: 4.249e-01, eta: 1 day, 21:36:37, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5599, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.0922 2020-10-04 20:14:38,864 - mmaction - INFO - Epoch [94][340/999] lr: 4.249e-01, eta: 1 day, 21:36:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5470, loss_cls: 3.3050, loss: 3.3050, grad_norm: 1.1313 2020-10-04 20:14:58,848 - mmaction - INFO - Epoch [94][360/999] lr: 4.249e-01, eta: 1 day, 21:35:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5587, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.0980 2020-10-04 20:15:18,816 - mmaction - INFO - Epoch [94][380/999] lr: 4.249e-01, eta: 1 day, 21:35:35, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5582, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1100 2020-10-04 20:15:38,692 - mmaction - INFO - Epoch [94][400/999] lr: 4.249e-01, eta: 1 day, 21:35:14, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5504, loss_cls: 3.2955, loss: 3.2955, grad_norm: 1.1390 2020-10-04 20:15:58,627 - mmaction - INFO - Epoch [94][420/999] lr: 4.249e-01, eta: 1 day, 21:34:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2986, top5_acc: 0.5553, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.1053 2020-10-04 20:16:18,532 - mmaction - INFO - Epoch [94][440/999] lr: 4.249e-01, eta: 1 day, 21:34:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3164, top5_acc: 0.5590, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.1280 2020-10-04 20:16:38,359 - mmaction - INFO - Epoch [94][460/999] lr: 4.249e-01, eta: 1 day, 21:34:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5536, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.1334 2020-10-04 20:16:58,314 - mmaction - INFO - Epoch [94][480/999] lr: 4.249e-01, eta: 1 day, 21:33:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3130, top5_acc: 0.5516, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.1139 2020-10-04 20:17:18,270 - mmaction - INFO - Epoch [94][500/999] lr: 4.249e-01, eta: 1 day, 21:33:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5542, loss_cls: 3.2617, loss: 3.2617, grad_norm: 1.1105 2020-10-04 20:17:38,181 - mmaction - INFO - Epoch [94][520/999] lr: 4.249e-01, eta: 1 day, 21:33:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3025, top5_acc: 0.5539, loss_cls: 3.2838, loss: 3.2838, grad_norm: 1.1412 2020-10-04 20:17:58,052 - mmaction - INFO - Epoch [94][540/999] lr: 4.249e-01, eta: 1 day, 21:32:49, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3007, top5_acc: 0.5464, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.1167 2020-10-04 20:18:18,036 - mmaction - INFO - Epoch [94][560/999] lr: 4.249e-01, eta: 1 day, 21:32:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2991, top5_acc: 0.5443, loss_cls: 3.3420, loss: 3.3420, grad_norm: 1.1164 2020-10-04 20:18:38,014 - mmaction - INFO - Epoch [94][580/999] lr: 4.249e-01, eta: 1 day, 21:32:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5538, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.1042 2020-10-04 20:18:57,819 - mmaction - INFO - Epoch [94][600/999] lr: 4.249e-01, eta: 1 day, 21:31:47, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3092, top5_acc: 0.5561, loss_cls: 3.2707, loss: 3.2707, grad_norm: 1.1027 2020-10-04 20:19:17,714 - mmaction - INFO - Epoch [94][620/999] lr: 4.249e-01, eta: 1 day, 21:31:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5617, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.1295 2020-10-04 20:19:37,708 - mmaction - INFO - Epoch [94][640/999] lr: 4.249e-01, eta: 1 day, 21:31:06, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3070, top5_acc: 0.5530, loss_cls: 3.2824, loss: 3.2824, grad_norm: 1.1393 2020-10-04 20:19:57,710 - mmaction - INFO - Epoch [94][660/999] lr: 4.249e-01, eta: 1 day, 21:30:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5555, loss_cls: 3.2704, loss: 3.2704, grad_norm: 1.1100 2020-10-04 20:20:17,602 - mmaction - INFO - Epoch [94][680/999] lr: 4.249e-01, eta: 1 day, 21:30:24, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5480, loss_cls: 3.2871, loss: 3.2871, grad_norm: 1.1254 2020-10-04 20:20:37,494 - mmaction - INFO - Epoch [94][700/999] lr: 4.249e-01, eta: 1 day, 21:30:04, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3137, top5_acc: 0.5613, loss_cls: 3.2625, loss: 3.2625, grad_norm: 1.1329 2020-10-04 20:20:57,398 - mmaction - INFO - Epoch [94][720/999] lr: 4.249e-01, eta: 1 day, 21:29:43, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3085, top5_acc: 0.5534, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.1307 2020-10-04 20:21:17,296 - mmaction - INFO - Epoch [94][740/999] lr: 4.249e-01, eta: 1 day, 21:29:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5589, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.1242 2020-10-04 20:21:37,272 - mmaction - INFO - Epoch [94][760/999] lr: 4.249e-01, eta: 1 day, 21:29:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3070, top5_acc: 0.5531, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.1390 2020-10-04 20:21:57,137 - mmaction - INFO - Epoch [94][780/999] lr: 4.249e-01, eta: 1 day, 21:28:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3126, top5_acc: 0.5551, loss_cls: 3.2729, loss: 3.2729, grad_norm: 1.1225 2020-10-04 20:22:17,140 - mmaction - INFO - Epoch [94][800/999] lr: 4.249e-01, eta: 1 day, 21:28:20, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5564, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.1118 2020-10-04 20:22:37,078 - mmaction - INFO - Epoch [94][820/999] lr: 4.249e-01, eta: 1 day, 21:28:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3126, top5_acc: 0.5480, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.1024 2020-10-04 20:22:56,979 - mmaction - INFO - Epoch [94][840/999] lr: 4.249e-01, eta: 1 day, 21:27:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2977, top5_acc: 0.5512, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.1199 2020-10-04 20:23:16,920 - mmaction - INFO - Epoch [94][860/999] lr: 4.249e-01, eta: 1 day, 21:27:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5620, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1135 2020-10-04 20:23:36,822 - mmaction - INFO - Epoch [94][880/999] lr: 4.249e-01, eta: 1 day, 21:26:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5549, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.1227 2020-10-04 20:23:56,722 - mmaction - INFO - Epoch [94][900/999] lr: 4.249e-01, eta: 1 day, 21:26:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3163, top5_acc: 0.5591, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.1263 2020-10-04 20:24:16,640 - mmaction - INFO - Epoch [94][920/999] lr: 4.249e-01, eta: 1 day, 21:26:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3010, top5_acc: 0.5486, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.1023 2020-10-04 20:24:36,493 - mmaction - INFO - Epoch [94][940/999] lr: 4.249e-01, eta: 1 day, 21:25:55, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3173, top5_acc: 0.5680, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.1310 2020-10-04 20:24:56,425 - mmaction - INFO - Epoch [94][960/999] lr: 4.249e-01, eta: 1 day, 21:25:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5531, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.0985 2020-10-04 20:25:16,272 - mmaction - INFO - Epoch [94][980/999] lr: 4.249e-01, eta: 1 day, 21:25:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5599, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.1204 2020-10-04 20:26:25,700 - mmaction - INFO - Epoch [95][20/999] lr: 4.216e-01, eta: 1 day, 21:24:53, time: 2.516, data_time: 1.443, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5681, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.1280 2020-10-04 20:26:45,442 - mmaction - INFO - Epoch [95][40/999] lr: 4.216e-01, eta: 1 day, 21:24:32, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5566, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.1218 2020-10-04 20:27:05,365 - mmaction - INFO - Epoch [95][60/999] lr: 4.216e-01, eta: 1 day, 21:24:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5530, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.1156 2020-10-04 20:27:25,331 - mmaction - INFO - Epoch [95][80/999] lr: 4.216e-01, eta: 1 day, 21:23:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3081, top5_acc: 0.5496, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.1248 2020-10-04 20:27:45,321 - mmaction - INFO - Epoch [95][100/999] lr: 4.216e-01, eta: 1 day, 21:23:30, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5530, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.1337 2020-10-04 20:28:05,217 - mmaction - INFO - Epoch [95][120/999] lr: 4.216e-01, eta: 1 day, 21:23:10, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5668, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1085 2020-10-04 20:28:25,144 - mmaction - INFO - Epoch [95][140/999] lr: 4.216e-01, eta: 1 day, 21:22:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3214, top5_acc: 0.5658, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1310 2020-10-04 20:28:44,991 - mmaction - INFO - Epoch [95][160/999] lr: 4.216e-01, eta: 1 day, 21:22:28, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5643, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.1168 2020-10-04 20:29:05,004 - mmaction - INFO - Epoch [95][180/999] lr: 4.216e-01, eta: 1 day, 21:22:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5543, loss_cls: 3.2490, loss: 3.2490, grad_norm: 1.1211 2020-10-04 20:29:24,944 - mmaction - INFO - Epoch [95][200/999] lr: 4.216e-01, eta: 1 day, 21:21:47, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5497, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.1240 2020-10-04 20:29:44,881 - mmaction - INFO - Epoch [95][220/999] lr: 4.216e-01, eta: 1 day, 21:21:26, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5539, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.1230 2020-10-04 20:30:04,818 - mmaction - INFO - Epoch [95][240/999] lr: 4.216e-01, eta: 1 day, 21:21:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5608, loss_cls: 3.2759, loss: 3.2759, grad_norm: 1.1281 2020-10-04 20:30:25,672 - mmaction - INFO - Epoch [95][260/999] lr: 4.216e-01, eta: 1 day, 21:20:46, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5598, loss_cls: 3.2778, loss: 3.2778, grad_norm: 1.1371 2020-10-04 20:30:45,637 - mmaction - INFO - Epoch [95][280/999] lr: 4.216e-01, eta: 1 day, 21:20:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5495, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.1167 2020-10-04 20:31:05,503 - mmaction - INFO - Epoch [95][300/999] lr: 4.216e-01, eta: 1 day, 21:20:05, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3027, top5_acc: 0.5487, loss_cls: 3.2954, loss: 3.2954, grad_norm: 1.1174 2020-10-04 20:31:25,446 - mmaction - INFO - Epoch [95][320/999] lr: 4.216e-01, eta: 1 day, 21:19:44, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3155, top5_acc: 0.5600, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1097 2020-10-04 20:31:45,340 - mmaction - INFO - Epoch [95][340/999] lr: 4.216e-01, eta: 1 day, 21:19:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5600, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.1203 2020-10-04 20:32:05,280 - mmaction - INFO - Epoch [95][360/999] lr: 4.216e-01, eta: 1 day, 21:19:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3005, top5_acc: 0.5448, loss_cls: 3.3145, loss: 3.3145, grad_norm: 1.1383 2020-10-04 20:32:25,154 - mmaction - INFO - Epoch [95][380/999] lr: 4.216e-01, eta: 1 day, 21:18:42, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3148, top5_acc: 0.5583, loss_cls: 3.2532, loss: 3.2532, grad_norm: 1.1234 2020-10-04 20:32:45,090 - mmaction - INFO - Epoch [95][400/999] lr: 4.216e-01, eta: 1 day, 21:18:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5453, loss_cls: 3.3165, loss: 3.3165, grad_norm: 1.1373 2020-10-04 20:33:04,986 - mmaction - INFO - Epoch [95][420/999] lr: 4.216e-01, eta: 1 day, 21:18:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5591, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.0996 2020-10-04 20:33:24,934 - mmaction - INFO - Epoch [95][440/999] lr: 4.216e-01, eta: 1 day, 21:17:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5603, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1043 2020-10-04 20:33:44,747 - mmaction - INFO - Epoch [95][460/999] lr: 4.216e-01, eta: 1 day, 21:17:19, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5509, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.1110 2020-10-04 20:34:04,758 - mmaction - INFO - Epoch [95][480/999] lr: 4.216e-01, eta: 1 day, 21:16:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5547, loss_cls: 3.2660, loss: 3.2660, grad_norm: 1.1187 2020-10-04 20:34:24,666 - mmaction - INFO - Epoch [95][500/999] lr: 4.216e-01, eta: 1 day, 21:16:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5681, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1233 2020-10-04 20:34:44,562 - mmaction - INFO - Epoch [95][520/999] lr: 4.216e-01, eta: 1 day, 21:16:17, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5693, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.1154 2020-10-04 20:35:04,414 - mmaction - INFO - Epoch [95][540/999] lr: 4.216e-01, eta: 1 day, 21:15:56, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3030, top5_acc: 0.5465, loss_cls: 3.3290, loss: 3.3290, grad_norm: 1.1512 2020-10-04 20:35:24,355 - mmaction - INFO - Epoch [95][560/999] lr: 4.216e-01, eta: 1 day, 21:15:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3104, top5_acc: 0.5581, loss_cls: 3.2811, loss: 3.2811, grad_norm: 1.1184 2020-10-04 20:35:44,324 - mmaction - INFO - Epoch [95][580/999] lr: 4.216e-01, eta: 1 day, 21:15:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5591, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.1287 2020-10-04 20:36:04,208 - mmaction - INFO - Epoch [95][600/999] lr: 4.216e-01, eta: 1 day, 21:14:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5699, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.1087 2020-10-04 20:36:24,140 - mmaction - INFO - Epoch [95][620/999] lr: 4.216e-01, eta: 1 day, 21:14:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3142, top5_acc: 0.5495, loss_cls: 3.2955, loss: 3.2955, grad_norm: 1.1162 2020-10-04 20:36:44,133 - mmaction - INFO - Epoch [95][640/999] lr: 4.216e-01, eta: 1 day, 21:14:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3104, top5_acc: 0.5501, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.1228 2020-10-04 20:37:03,990 - mmaction - INFO - Epoch [95][660/999] lr: 4.216e-01, eta: 1 day, 21:13:52, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5596, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.1293 2020-10-04 20:37:23,871 - mmaction - INFO - Epoch [95][680/999] lr: 4.216e-01, eta: 1 day, 21:13:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5490, loss_cls: 3.2924, loss: 3.2924, grad_norm: 1.1051 2020-10-04 20:37:43,850 - mmaction - INFO - Epoch [95][700/999] lr: 4.216e-01, eta: 1 day, 21:13:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3083, top5_acc: 0.5634, loss_cls: 3.2488, loss: 3.2488, grad_norm: 1.1283 2020-10-04 20:38:03,686 - mmaction - INFO - Epoch [95][720/999] lr: 4.216e-01, eta: 1 day, 21:12:50, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2993, top5_acc: 0.5430, loss_cls: 3.3197, loss: 3.3197, grad_norm: 1.1185 2020-10-04 20:38:23,458 - mmaction - INFO - Epoch [95][740/999] lr: 4.216e-01, eta: 1 day, 21:12:29, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5569, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.1107 2020-10-04 20:38:43,371 - mmaction - INFO - Epoch [95][760/999] lr: 4.216e-01, eta: 1 day, 21:12:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3074, top5_acc: 0.5561, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.1389 2020-10-04 20:39:03,376 - mmaction - INFO - Epoch [95][780/999] lr: 4.216e-01, eta: 1 day, 21:11:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5523, loss_cls: 3.3332, loss: 3.3332, grad_norm: 1.1288 2020-10-04 20:39:23,253 - mmaction - INFO - Epoch [95][800/999] lr: 4.216e-01, eta: 1 day, 21:11:27, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3142, top5_acc: 0.5602, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.0869 2020-10-04 20:39:43,161 - mmaction - INFO - Epoch [95][820/999] lr: 4.216e-01, eta: 1 day, 21:11:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3078, top5_acc: 0.5585, loss_cls: 3.2746, loss: 3.2746, grad_norm: 1.1411 2020-10-04 20:40:03,234 - mmaction - INFO - Epoch [95][840/999] lr: 4.216e-01, eta: 1 day, 21:10:46, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5423, loss_cls: 3.3055, loss: 3.3055, grad_norm: 1.1197 2020-10-04 20:40:23,223 - mmaction - INFO - Epoch [95][860/999] lr: 4.216e-01, eta: 1 day, 21:10:26, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5552, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.1200 2020-10-04 20:40:43,079 - mmaction - INFO - Epoch [95][880/999] lr: 4.216e-01, eta: 1 day, 21:10:05, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5576, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.1243 2020-10-04 20:41:03,137 - mmaction - INFO - Epoch [95][900/999] lr: 4.216e-01, eta: 1 day, 21:09:44, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5462, loss_cls: 3.3268, loss: 3.3268, grad_norm: 1.1263 2020-10-04 20:41:23,000 - mmaction - INFO - Epoch [95][920/999] lr: 4.216e-01, eta: 1 day, 21:09:24, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3076, top5_acc: 0.5578, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.1099 2020-10-04 20:41:42,944 - mmaction - INFO - Epoch [95][940/999] lr: 4.216e-01, eta: 1 day, 21:09:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5604, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1142 2020-10-04 20:42:02,919 - mmaction - INFO - Epoch [95][960/999] lr: 4.216e-01, eta: 1 day, 21:08:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5568, loss_cls: 3.2789, loss: 3.2789, grad_norm: 1.1203 2020-10-04 20:42:22,910 - mmaction - INFO - Epoch [95][980/999] lr: 4.216e-01, eta: 1 day, 21:08:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3210, top5_acc: 0.5581, loss_cls: 3.2223, loss: 3.2223, grad_norm: 1.0901 2020-10-04 20:43:32,607 - mmaction - INFO - Epoch [96][20/999] lr: 4.182e-01, eta: 1 day, 21:08:01, time: 2.533, data_time: 1.423, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5620, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.1177 2020-10-04 20:43:52,259 - mmaction - INFO - Epoch [96][40/999] lr: 4.182e-01, eta: 1 day, 21:07:40, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5613, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.1415 2020-10-04 20:44:11,912 - mmaction - INFO - Epoch [96][60/999] lr: 4.182e-01, eta: 1 day, 21:07:19, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.3073, top5_acc: 0.5611, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.1047 2020-10-04 20:44:31,839 - mmaction - INFO - Epoch [96][80/999] lr: 4.182e-01, eta: 1 day, 21:06:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5628, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1303 2020-10-04 20:44:51,725 - mmaction - INFO - Epoch [96][100/999] lr: 4.182e-01, eta: 1 day, 21:06:38, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5596, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.1353 2020-10-04 20:45:11,691 - mmaction - INFO - Epoch [96][120/999] lr: 4.182e-01, eta: 1 day, 21:06:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5611, loss_cls: 3.2568, loss: 3.2568, grad_norm: 1.1186 2020-10-04 20:45:31,697 - mmaction - INFO - Epoch [96][140/999] lr: 4.182e-01, eta: 1 day, 21:05:57, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5621, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.1196 2020-10-04 20:45:51,666 - mmaction - INFO - Epoch [96][160/999] lr: 4.182e-01, eta: 1 day, 21:05:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3208, top5_acc: 0.5629, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.1214 2020-10-04 20:46:11,624 - mmaction - INFO - Epoch [96][180/999] lr: 4.182e-01, eta: 1 day, 21:05:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3215, top5_acc: 0.5594, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.1180 2020-10-04 20:46:31,617 - mmaction - INFO - Epoch [96][200/999] lr: 4.182e-01, eta: 1 day, 21:04:55, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5581, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.1250 2020-10-04 20:46:51,509 - mmaction - INFO - Epoch [96][220/999] lr: 4.182e-01, eta: 1 day, 21:04:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5590, loss_cls: 3.2550, loss: 3.2550, grad_norm: 1.1220 2020-10-04 20:47:11,412 - mmaction - INFO - Epoch [96][240/999] lr: 4.182e-01, eta: 1 day, 21:04:13, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5637, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.1077 2020-10-04 20:47:31,289 - mmaction - INFO - Epoch [96][260/999] lr: 4.182e-01, eta: 1 day, 21:03:53, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3208, top5_acc: 0.5638, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.1348 2020-10-04 20:47:51,207 - mmaction - INFO - Epoch [96][280/999] lr: 4.182e-01, eta: 1 day, 21:03:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3155, top5_acc: 0.5483, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.1448 2020-10-04 20:48:11,100 - mmaction - INFO - Epoch [96][300/999] lr: 4.182e-01, eta: 1 day, 21:03:11, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3188, top5_acc: 0.5641, loss_cls: 3.2531, loss: 3.2531, grad_norm: 1.1310 2020-10-04 20:48:31,024 - mmaction - INFO - Epoch [96][320/999] lr: 4.182e-01, eta: 1 day, 21:02:50, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5600, loss_cls: 3.2699, loss: 3.2699, grad_norm: 1.1241 2020-10-04 20:48:50,903 - mmaction - INFO - Epoch [96][340/999] lr: 4.182e-01, eta: 1 day, 21:02:30, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5595, loss_cls: 3.2690, loss: 3.2690, grad_norm: 1.1300 2020-10-04 20:49:10,814 - mmaction - INFO - Epoch [96][360/999] lr: 4.182e-01, eta: 1 day, 21:02:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5548, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.1256 2020-10-04 20:49:30,775 - mmaction - INFO - Epoch [96][380/999] lr: 4.182e-01, eta: 1 day, 21:01:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5570, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.1203 2020-10-04 20:49:50,682 - mmaction - INFO - Epoch [96][400/999] lr: 4.182e-01, eta: 1 day, 21:01:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5590, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.1351 2020-10-04 20:50:10,648 - mmaction - INFO - Epoch [96][420/999] lr: 4.182e-01, eta: 1 day, 21:01:07, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3031, top5_acc: 0.5473, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.1137 2020-10-04 20:50:30,612 - mmaction - INFO - Epoch [96][440/999] lr: 4.182e-01, eta: 1 day, 21:00:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3021, top5_acc: 0.5516, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.1343 2020-10-04 20:50:50,646 - mmaction - INFO - Epoch [96][460/999] lr: 4.182e-01, eta: 1 day, 21:00:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3143, top5_acc: 0.5639, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.1464 2020-10-04 20:51:10,534 - mmaction - INFO - Epoch [96][480/999] lr: 4.182e-01, eta: 1 day, 21:00:05, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5534, loss_cls: 3.2667, loss: 3.2667, grad_norm: 1.1199 2020-10-04 20:51:30,457 - mmaction - INFO - Epoch [96][500/999] lr: 4.182e-01, eta: 1 day, 20:59:44, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3148, top5_acc: 0.5639, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.1393 2020-10-04 20:51:50,298 - mmaction - INFO - Epoch [96][520/999] lr: 4.182e-01, eta: 1 day, 20:59:24, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5523, loss_cls: 3.2823, loss: 3.2823, grad_norm: 1.1422 2020-10-04 20:52:10,239 - mmaction - INFO - Epoch [96][540/999] lr: 4.182e-01, eta: 1 day, 20:59:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5624, loss_cls: 3.2640, loss: 3.2640, grad_norm: 1.1273 2020-10-04 20:52:30,176 - mmaction - INFO - Epoch [96][560/999] lr: 4.182e-01, eta: 1 day, 20:58:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5492, loss_cls: 3.3042, loss: 3.3042, grad_norm: 1.1314 2020-10-04 20:52:50,160 - mmaction - INFO - Epoch [96][580/999] lr: 4.182e-01, eta: 1 day, 20:58:22, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3000, top5_acc: 0.5492, loss_cls: 3.2912, loss: 3.2912, grad_norm: 1.1276 2020-10-04 20:53:10,052 - mmaction - INFO - Epoch [96][600/999] lr: 4.182e-01, eta: 1 day, 20:58:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5645, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1153 2020-10-04 20:53:29,948 - mmaction - INFO - Epoch [96][620/999] lr: 4.182e-01, eta: 1 day, 20:57:40, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5516, loss_cls: 3.2583, loss: 3.2583, grad_norm: 1.1222 2020-10-04 20:53:49,760 - mmaction - INFO - Epoch [96][640/999] lr: 4.182e-01, eta: 1 day, 20:57:19, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3078, top5_acc: 0.5553, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.1169 2020-10-04 20:54:09,613 - mmaction - INFO - Epoch [96][660/999] lr: 4.182e-01, eta: 1 day, 20:56:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5647, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.1273 2020-10-04 20:54:29,461 - mmaction - INFO - Epoch [96][680/999] lr: 4.182e-01, eta: 1 day, 20:56:38, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5522, loss_cls: 3.2965, loss: 3.2965, grad_norm: 1.1185 2020-10-04 20:54:49,391 - mmaction - INFO - Epoch [96][700/999] lr: 4.182e-01, eta: 1 day, 20:56:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2980, top5_acc: 0.5507, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.1139 2020-10-04 20:55:09,244 - mmaction - INFO - Epoch [96][720/999] lr: 4.182e-01, eta: 1 day, 20:55:56, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3176, top5_acc: 0.5639, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.1175 2020-10-04 20:55:29,173 - mmaction - INFO - Epoch [96][740/999] lr: 4.182e-01, eta: 1 day, 20:55:36, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3126, top5_acc: 0.5641, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.1179 2020-10-04 20:55:48,982 - mmaction - INFO - Epoch [96][760/999] lr: 4.182e-01, eta: 1 day, 20:55:15, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5570, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.1141 2020-10-04 20:56:08,947 - mmaction - INFO - Epoch [96][780/999] lr: 4.182e-01, eta: 1 day, 20:54:54, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5548, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.1252 2020-10-04 20:56:28,843 - mmaction - INFO - Epoch [96][800/999] lr: 4.182e-01, eta: 1 day, 20:54:33, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5562, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.1232 2020-10-04 20:56:48,655 - mmaction - INFO - Epoch [96][820/999] lr: 4.182e-01, eta: 1 day, 20:54:13, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5616, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.1208 2020-10-04 20:57:08,553 - mmaction - INFO - Epoch [96][840/999] lr: 4.182e-01, eta: 1 day, 20:53:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3042, top5_acc: 0.5573, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.1176 2020-10-04 20:57:28,366 - mmaction - INFO - Epoch [96][860/999] lr: 4.182e-01, eta: 1 day, 20:53:31, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5605, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.1546 2020-10-04 20:57:48,317 - mmaction - INFO - Epoch [96][880/999] lr: 4.182e-01, eta: 1 day, 20:53:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3142, top5_acc: 0.5615, loss_cls: 3.2363, loss: 3.2363, grad_norm: 1.1362 2020-10-04 20:58:08,242 - mmaction - INFO - Epoch [96][900/999] lr: 4.182e-01, eta: 1 day, 20:52:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5430, loss_cls: 3.3270, loss: 3.3270, grad_norm: 1.1291 2020-10-04 20:58:28,185 - mmaction - INFO - Epoch [96][920/999] lr: 4.182e-01, eta: 1 day, 20:52:29, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.2951, top5_acc: 0.5451, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.1180 2020-10-04 20:58:48,054 - mmaction - INFO - Epoch [96][940/999] lr: 4.182e-01, eta: 1 day, 20:52:08, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3059, top5_acc: 0.5437, loss_cls: 3.3189, loss: 3.3189, grad_norm: 1.1656 2020-10-04 20:59:07,913 - mmaction - INFO - Epoch [96][960/999] lr: 4.182e-01, eta: 1 day, 20:51:48, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2987, top5_acc: 0.5479, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.1178 2020-10-04 20:59:27,926 - mmaction - INFO - Epoch [96][980/999] lr: 4.182e-01, eta: 1 day, 20:51:27, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5525, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.1157 2020-10-04 20:59:47,110 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-10-04 21:01:06,544 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 21:01:08,143 - mmaction - INFO - top1_acc 0.3635 top5_acc 0.6409 2020-10-04 21:01:08,144 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 21:01:08,231 - mmaction - INFO - mean_acc 0.3612 2020-10-04 21:01:08,243 - mmaction - INFO - Epoch(val) [96][999] top1_acc: 0.3635, top5_acc: 0.6409, mean_class_accuracy: 0.3612 2020-10-04 21:01:55,742 - mmaction - INFO - Epoch [97][20/999] lr: 4.148e-01, eta: 1 day, 20:51:01, time: 2.372, data_time: 1.143, memory: 8478, top1_acc: 0.3187, top5_acc: 0.5655, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.1266 2020-10-04 21:02:15,444 - mmaction - INFO - Epoch [97][40/999] lr: 4.148e-01, eta: 1 day, 20:50:40, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3168, top5_acc: 0.5598, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.1193 2020-10-04 21:02:35,217 - mmaction - INFO - Epoch [97][60/999] lr: 4.148e-01, eta: 1 day, 20:50:19, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5703, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.1212 2020-10-04 21:02:55,121 - mmaction - INFO - Epoch [97][80/999] lr: 4.148e-01, eta: 1 day, 20:49:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5599, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.1311 2020-10-04 21:03:14,935 - mmaction - INFO - Epoch [97][100/999] lr: 4.148e-01, eta: 1 day, 20:49:38, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5638, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.1206 2020-10-04 21:03:34,879 - mmaction - INFO - Epoch [97][120/999] lr: 4.148e-01, eta: 1 day, 20:49:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5732, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.1258 2020-10-04 21:03:54,793 - mmaction - INFO - Epoch [97][140/999] lr: 4.148e-01, eta: 1 day, 20:48:56, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5617, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.1328 2020-10-04 21:04:14,635 - mmaction - INFO - Epoch [97][160/999] lr: 4.148e-01, eta: 1 day, 20:48:35, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3137, top5_acc: 0.5559, loss_cls: 3.2557, loss: 3.2557, grad_norm: 1.1468 2020-10-04 21:04:34,578 - mmaction - INFO - Epoch [97][180/999] lr: 4.148e-01, eta: 1 day, 20:48:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3072, top5_acc: 0.5605, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.1352 2020-10-04 21:04:54,498 - mmaction - INFO - Epoch [97][200/999] lr: 4.148e-01, eta: 1 day, 20:47:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3262, top5_acc: 0.5632, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1258 2020-10-04 21:05:14,313 - mmaction - INFO - Epoch [97][220/999] lr: 4.148e-01, eta: 1 day, 20:47:33, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3103, top5_acc: 0.5482, loss_cls: 3.2576, loss: 3.2576, grad_norm: 1.1398 2020-10-04 21:05:34,233 - mmaction - INFO - Epoch [97][240/999] lr: 4.148e-01, eta: 1 day, 20:47:13, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5613, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.1365 2020-10-04 21:05:54,215 - mmaction - INFO - Epoch [97][260/999] lr: 4.148e-01, eta: 1 day, 20:46:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3207, top5_acc: 0.5720, loss_cls: 3.1981, loss: 3.1981, grad_norm: 1.1315 2020-10-04 21:06:14,141 - mmaction - INFO - Epoch [97][280/999] lr: 4.148e-01, eta: 1 day, 20:46:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5576, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.1256 2020-10-04 21:06:34,024 - mmaction - INFO - Epoch [97][300/999] lr: 4.148e-01, eta: 1 day, 20:46:11, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3146, top5_acc: 0.5611, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.1221 2020-10-04 21:06:53,896 - mmaction - INFO - Epoch [97][320/999] lr: 4.148e-01, eta: 1 day, 20:45:50, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5562, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.1488 2020-10-04 21:07:13,858 - mmaction - INFO - Epoch [97][340/999] lr: 4.148e-01, eta: 1 day, 20:45:29, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5630, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.1356 2020-10-04 21:07:33,848 - mmaction - INFO - Epoch [97][360/999] lr: 4.148e-01, eta: 1 day, 20:45:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3057, top5_acc: 0.5499, loss_cls: 3.3117, loss: 3.3117, grad_norm: 1.1304 2020-10-04 21:07:53,744 - mmaction - INFO - Epoch [97][380/999] lr: 4.148e-01, eta: 1 day, 20:44:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3078, top5_acc: 0.5632, loss_cls: 3.2671, loss: 3.2671, grad_norm: 1.1222 2020-10-04 21:08:13,663 - mmaction - INFO - Epoch [97][400/999] lr: 4.148e-01, eta: 1 day, 20:44:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5615, loss_cls: 3.2509, loss: 3.2509, grad_norm: 1.1266 2020-10-04 21:08:33,505 - mmaction - INFO - Epoch [97][420/999] lr: 4.148e-01, eta: 1 day, 20:44:07, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3014, top5_acc: 0.5540, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.1160 2020-10-04 21:08:53,336 - mmaction - INFO - Epoch [97][440/999] lr: 4.148e-01, eta: 1 day, 20:43:46, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5671, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.1190 2020-10-04 21:09:13,308 - mmaction - INFO - Epoch [97][460/999] lr: 4.148e-01, eta: 1 day, 20:43:25, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3125, top5_acc: 0.5569, loss_cls: 3.2577, loss: 3.2577, grad_norm: 1.1333 2020-10-04 21:09:33,427 - mmaction - INFO - Epoch [97][480/999] lr: 4.148e-01, eta: 1 day, 20:43:05, time: 1.007, data_time: 0.004, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5611, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.1426 2020-10-04 21:09:53,325 - mmaction - INFO - Epoch [97][500/999] lr: 4.148e-01, eta: 1 day, 20:42:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3035, top5_acc: 0.5525, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.1168 2020-10-04 21:10:13,369 - mmaction - INFO - Epoch [97][520/999] lr: 4.148e-01, eta: 1 day, 20:42:24, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5566, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.1427 2020-10-04 21:10:33,181 - mmaction - INFO - Epoch [97][540/999] lr: 4.148e-01, eta: 1 day, 20:42:03, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5549, loss_cls: 3.2603, loss: 3.2603, grad_norm: 1.1255 2020-10-04 21:10:53,081 - mmaction - INFO - Epoch [97][560/999] lr: 4.148e-01, eta: 1 day, 20:41:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3194, top5_acc: 0.5637, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.1115 2020-10-04 21:11:12,941 - mmaction - INFO - Epoch [97][580/999] lr: 4.148e-01, eta: 1 day, 20:41:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2960, top5_acc: 0.5503, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.1450 2020-10-04 21:11:32,829 - mmaction - INFO - Epoch [97][600/999] lr: 4.148e-01, eta: 1 day, 20:41:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5592, loss_cls: 3.2804, loss: 3.2804, grad_norm: 1.1373 2020-10-04 21:11:52,868 - mmaction - INFO - Epoch [97][620/999] lr: 4.148e-01, eta: 1 day, 20:40:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5697, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1402 2020-10-04 21:12:12,738 - mmaction - INFO - Epoch [97][640/999] lr: 4.148e-01, eta: 1 day, 20:40:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5443, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.1225 2020-10-04 21:12:32,606 - mmaction - INFO - Epoch [97][660/999] lr: 4.148e-01, eta: 1 day, 20:39:59, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3130, top5_acc: 0.5505, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.1189 2020-10-04 21:12:52,522 - mmaction - INFO - Epoch [97][680/999] lr: 4.148e-01, eta: 1 day, 20:39:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5684, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.1366 2020-10-04 21:13:12,488 - mmaction - INFO - Epoch [97][700/999] lr: 4.148e-01, eta: 1 day, 20:39:17, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3092, top5_acc: 0.5553, loss_cls: 3.2846, loss: 3.2846, grad_norm: 1.1512 2020-10-04 21:13:32,315 - mmaction - INFO - Epoch [97][720/999] lr: 4.148e-01, eta: 1 day, 20:38:56, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3130, top5_acc: 0.5626, loss_cls: 3.2542, loss: 3.2542, grad_norm: 1.1421 2020-10-04 21:13:52,205 - mmaction - INFO - Epoch [97][740/999] lr: 4.148e-01, eta: 1 day, 20:38:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5458, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.1333 2020-10-04 21:14:12,116 - mmaction - INFO - Epoch [97][760/999] lr: 4.148e-01, eta: 1 day, 20:38:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5643, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.1476 2020-10-04 21:14:31,956 - mmaction - INFO - Epoch [97][780/999] lr: 4.148e-01, eta: 1 day, 20:37:54, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2970, top5_acc: 0.5387, loss_cls: 3.3493, loss: 3.3493, grad_norm: 1.1275 2020-10-04 21:14:51,826 - mmaction - INFO - Epoch [97][800/999] lr: 4.148e-01, eta: 1 day, 20:37:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5516, loss_cls: 3.2823, loss: 3.2823, grad_norm: 1.1255 2020-10-04 21:15:11,800 - mmaction - INFO - Epoch [97][820/999] lr: 4.148e-01, eta: 1 day, 20:37:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5587, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.1247 2020-10-04 21:15:31,694 - mmaction - INFO - Epoch [97][840/999] lr: 4.148e-01, eta: 1 day, 20:36:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3085, top5_acc: 0.5504, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.1207 2020-10-04 21:15:51,612 - mmaction - INFO - Epoch [97][860/999] lr: 4.148e-01, eta: 1 day, 20:36:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3163, top5_acc: 0.5613, loss_cls: 3.2530, loss: 3.2530, grad_norm: 1.1341 2020-10-04 21:16:11,523 - mmaction - INFO - Epoch [97][880/999] lr: 4.148e-01, eta: 1 day, 20:36:11, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3173, top5_acc: 0.5665, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.1256 2020-10-04 21:16:31,473 - mmaction - INFO - Epoch [97][900/999] lr: 4.148e-01, eta: 1 day, 20:35:50, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5475, loss_cls: 3.3023, loss: 3.3023, grad_norm: 1.1254 2020-10-04 21:16:51,341 - mmaction - INFO - Epoch [97][920/999] lr: 4.148e-01, eta: 1 day, 20:35:30, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5507, loss_cls: 3.2807, loss: 3.2807, grad_norm: 1.1230 2020-10-04 21:17:11,328 - mmaction - INFO - Epoch [97][940/999] lr: 4.148e-01, eta: 1 day, 20:35:09, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3089, top5_acc: 0.5562, loss_cls: 3.2696, loss: 3.2696, grad_norm: 1.1358 2020-10-04 21:17:31,262 - mmaction - INFO - Epoch [97][960/999] lr: 4.148e-01, eta: 1 day, 20:34:48, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5482, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.1374 2020-10-04 21:17:51,290 - mmaction - INFO - Epoch [97][980/999] lr: 4.148e-01, eta: 1 day, 20:34:28, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5530, loss_cls: 3.2818, loss: 3.2818, grad_norm: 1.1375 2020-10-04 21:19:00,252 - mmaction - INFO - Epoch [98][20/999] lr: 4.114e-01, eta: 1 day, 20:34:06, time: 2.497, data_time: 1.441, memory: 8478, top1_acc: 0.3129, top5_acc: 0.5622, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.1354 2020-10-04 21:19:19,951 - mmaction - INFO - Epoch [98][40/999] lr: 4.114e-01, eta: 1 day, 20:33:45, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5621, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.1265 2020-10-04 21:19:39,778 - mmaction - INFO - Epoch [98][60/999] lr: 4.114e-01, eta: 1 day, 20:33:24, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5678, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1501 2020-10-04 21:19:59,648 - mmaction - INFO - Epoch [98][80/999] lr: 4.114e-01, eta: 1 day, 20:33:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5641, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.1323 2020-10-04 21:20:19,538 - mmaction - INFO - Epoch [98][100/999] lr: 4.114e-01, eta: 1 day, 20:32:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3161, top5_acc: 0.5658, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.1550 2020-10-04 21:20:39,443 - mmaction - INFO - Epoch [98][120/999] lr: 4.114e-01, eta: 1 day, 20:32:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5656, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.1353 2020-10-04 21:20:59,317 - mmaction - INFO - Epoch [98][140/999] lr: 4.114e-01, eta: 1 day, 20:32:01, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3194, top5_acc: 0.5643, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.1384 2020-10-04 21:21:19,323 - mmaction - INFO - Epoch [98][160/999] lr: 4.114e-01, eta: 1 day, 20:31:40, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5560, loss_cls: 3.2656, loss: 3.2656, grad_norm: 1.1508 2020-10-04 21:21:39,236 - mmaction - INFO - Epoch [98][180/999] lr: 4.114e-01, eta: 1 day, 20:31:20, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5603, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.1213 2020-10-04 21:21:59,139 - mmaction - INFO - Epoch [98][200/999] lr: 4.114e-01, eta: 1 day, 20:30:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5589, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.1390 2020-10-04 21:22:19,082 - mmaction - INFO - Epoch [98][220/999] lr: 4.114e-01, eta: 1 day, 20:30:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3201, top5_acc: 0.5561, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1198 2020-10-04 21:22:39,025 - mmaction - INFO - Epoch [98][240/999] lr: 4.114e-01, eta: 1 day, 20:30:18, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3202, top5_acc: 0.5686, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1329 2020-10-04 21:22:58,872 - mmaction - INFO - Epoch [98][260/999] lr: 4.114e-01, eta: 1 day, 20:29:57, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3118, top5_acc: 0.5607, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.1327 2020-10-04 21:23:18,798 - mmaction - INFO - Epoch [98][280/999] lr: 4.114e-01, eta: 1 day, 20:29:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5563, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.1465 2020-10-04 21:23:38,631 - mmaction - INFO - Epoch [98][300/999] lr: 4.114e-01, eta: 1 day, 20:29:16, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3122, top5_acc: 0.5534, loss_cls: 3.2727, loss: 3.2727, grad_norm: 1.1238 2020-10-04 21:23:58,654 - mmaction - INFO - Epoch [98][320/999] lr: 4.114e-01, eta: 1 day, 20:28:55, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5561, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.1333 2020-10-04 21:24:18,560 - mmaction - INFO - Epoch [98][340/999] lr: 4.114e-01, eta: 1 day, 20:28:34, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3223, top5_acc: 0.5681, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.1362 2020-10-04 21:24:38,361 - mmaction - INFO - Epoch [98][360/999] lr: 4.114e-01, eta: 1 day, 20:28:13, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3066, top5_acc: 0.5604, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1352 2020-10-04 21:24:58,329 - mmaction - INFO - Epoch [98][380/999] lr: 4.114e-01, eta: 1 day, 20:27:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5663, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1401 2020-10-04 21:25:18,261 - mmaction - INFO - Epoch [98][400/999] lr: 4.114e-01, eta: 1 day, 20:27:32, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3155, top5_acc: 0.5660, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1292 2020-10-04 21:25:38,198 - mmaction - INFO - Epoch [98][420/999] lr: 4.114e-01, eta: 1 day, 20:27:12, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5611, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.1344 2020-10-04 21:25:58,164 - mmaction - INFO - Epoch [98][440/999] lr: 4.114e-01, eta: 1 day, 20:26:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5637, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.1379 2020-10-04 21:26:18,031 - mmaction - INFO - Epoch [98][460/999] lr: 4.114e-01, eta: 1 day, 20:26:30, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5613, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.1523 2020-10-04 21:26:37,989 - mmaction - INFO - Epoch [98][480/999] lr: 4.114e-01, eta: 1 day, 20:26:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3202, top5_acc: 0.5629, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.1240 2020-10-04 21:26:57,803 - mmaction - INFO - Epoch [98][500/999] lr: 4.114e-01, eta: 1 day, 20:25:49, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3172, top5_acc: 0.5611, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.1440 2020-10-04 21:27:17,743 - mmaction - INFO - Epoch [98][520/999] lr: 4.114e-01, eta: 1 day, 20:25:28, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.2997, top5_acc: 0.5539, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.1357 2020-10-04 21:27:37,680 - mmaction - INFO - Epoch [98][540/999] lr: 4.114e-01, eta: 1 day, 20:25:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3029, top5_acc: 0.5518, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.1075 2020-10-04 21:27:57,534 - mmaction - INFO - Epoch [98][560/999] lr: 4.114e-01, eta: 1 day, 20:24:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3146, top5_acc: 0.5656, loss_cls: 3.2244, loss: 3.2244, grad_norm: 1.1514 2020-10-04 21:28:17,456 - mmaction - INFO - Epoch [98][580/999] lr: 4.114e-01, eta: 1 day, 20:24:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5645, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1385 2020-10-04 21:28:37,521 - mmaction - INFO - Epoch [98][600/999] lr: 4.114e-01, eta: 1 day, 20:24:06, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3104, top5_acc: 0.5493, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.1360 2020-10-04 21:28:57,492 - mmaction - INFO - Epoch [98][620/999] lr: 4.114e-01, eta: 1 day, 20:23:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3099, top5_acc: 0.5522, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.1250 2020-10-04 21:29:17,354 - mmaction - INFO - Epoch [98][640/999] lr: 4.114e-01, eta: 1 day, 20:23:24, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5566, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.1341 2020-10-04 21:29:37,292 - mmaction - INFO - Epoch [98][660/999] lr: 4.114e-01, eta: 1 day, 20:23:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5504, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.1347 2020-10-04 21:29:57,256 - mmaction - INFO - Epoch [98][680/999] lr: 4.114e-01, eta: 1 day, 20:22:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5578, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.1519 2020-10-04 21:30:18,066 - mmaction - INFO - Epoch [98][700/999] lr: 4.114e-01, eta: 1 day, 20:22:24, time: 1.041, data_time: 0.002, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5523, loss_cls: 3.2884, loss: 3.2884, grad_norm: 1.1380 2020-10-04 21:30:37,961 - mmaction - INFO - Epoch [98][720/999] lr: 4.114e-01, eta: 1 day, 20:22:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5590, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.1185 2020-10-04 21:30:57,885 - mmaction - INFO - Epoch [98][740/999] lr: 4.114e-01, eta: 1 day, 20:21:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3194, top5_acc: 0.5687, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.1427 2020-10-04 21:31:17,831 - mmaction - INFO - Epoch [98][760/999] lr: 4.114e-01, eta: 1 day, 20:21:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5617, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.1390 2020-10-04 21:31:37,749 - mmaction - INFO - Epoch [98][780/999] lr: 4.114e-01, eta: 1 day, 20:21:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5648, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1395 2020-10-04 21:31:57,603 - mmaction - INFO - Epoch [98][800/999] lr: 4.114e-01, eta: 1 day, 20:20:40, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5569, loss_cls: 3.2434, loss: 3.2434, grad_norm: 1.1225 2020-10-04 21:32:17,426 - mmaction - INFO - Epoch [98][820/999] lr: 4.114e-01, eta: 1 day, 20:20:20, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5693, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.1163 2020-10-04 21:32:37,407 - mmaction - INFO - Epoch [98][840/999] lr: 4.114e-01, eta: 1 day, 20:19:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3109, top5_acc: 0.5486, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.1468 2020-10-04 21:32:57,259 - mmaction - INFO - Epoch [98][860/999] lr: 4.114e-01, eta: 1 day, 20:19:38, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3073, top5_acc: 0.5547, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.1099 2020-10-04 21:33:17,178 - mmaction - INFO - Epoch [98][880/999] lr: 4.114e-01, eta: 1 day, 20:19:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3102, top5_acc: 0.5586, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.1203 2020-10-04 21:33:37,071 - mmaction - INFO - Epoch [98][900/999] lr: 4.114e-01, eta: 1 day, 20:18:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3180, top5_acc: 0.5655, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.1340 2020-10-04 21:33:56,916 - mmaction - INFO - Epoch [98][920/999] lr: 4.114e-01, eta: 1 day, 20:18:36, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5602, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.1383 2020-10-04 21:34:16,870 - mmaction - INFO - Epoch [98][940/999] lr: 4.114e-01, eta: 1 day, 20:18:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5570, loss_cls: 3.2672, loss: 3.2672, grad_norm: 1.1319 2020-10-04 21:34:36,666 - mmaction - INFO - Epoch [98][960/999] lr: 4.114e-01, eta: 1 day, 20:17:55, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3086, top5_acc: 0.5544, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.1290 2020-10-04 21:34:56,608 - mmaction - INFO - Epoch [98][980/999] lr: 4.114e-01, eta: 1 day, 20:17:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5605, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1017 2020-10-04 21:36:06,472 - mmaction - INFO - Epoch [99][20/999] lr: 4.080e-01, eta: 1 day, 20:17:13, time: 2.542, data_time: 1.218, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5604, loss_cls: 3.2617, loss: 3.2617, grad_norm: 1.1506 2020-10-04 21:36:26,101 - mmaction - INFO - Epoch [99][40/999] lr: 4.080e-01, eta: 1 day, 20:16:52, time: 0.983, data_time: 0.004, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5542, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.1273 2020-10-04 21:36:45,826 - mmaction - INFO - Epoch [99][60/999] lr: 4.080e-01, eta: 1 day, 20:16:31, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3214, top5_acc: 0.5668, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.1300 2020-10-04 21:37:05,657 - mmaction - INFO - Epoch [99][80/999] lr: 4.080e-01, eta: 1 day, 20:16:10, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5604, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.1448 2020-10-04 21:37:25,520 - mmaction - INFO - Epoch [99][100/999] lr: 4.080e-01, eta: 1 day, 20:15:50, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3224, top5_acc: 0.5668, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.1425 2020-10-04 21:37:45,434 - mmaction - INFO - Epoch [99][120/999] lr: 4.080e-01, eta: 1 day, 20:15:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3020, top5_acc: 0.5514, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.1400 2020-10-04 21:38:05,419 - mmaction - INFO - Epoch [99][140/999] lr: 4.080e-01, eta: 1 day, 20:15:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5674, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.1404 2020-10-04 21:38:25,335 - mmaction - INFO - Epoch [99][160/999] lr: 4.080e-01, eta: 1 day, 20:14:48, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5697, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1451 2020-10-04 21:38:45,300 - mmaction - INFO - Epoch [99][180/999] lr: 4.080e-01, eta: 1 day, 20:14:27, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5727, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.1439 2020-10-04 21:39:05,232 - mmaction - INFO - Epoch [99][200/999] lr: 4.080e-01, eta: 1 day, 20:14:06, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3164, top5_acc: 0.5643, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.1518 2020-10-04 21:39:25,202 - mmaction - INFO - Epoch [99][220/999] lr: 4.080e-01, eta: 1 day, 20:13:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3121, top5_acc: 0.5586, loss_cls: 3.2552, loss: 3.2552, grad_norm: 1.1394 2020-10-04 21:39:45,169 - mmaction - INFO - Epoch [99][240/999] lr: 4.080e-01, eta: 1 day, 20:13:25, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5651, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.1384 2020-10-04 21:40:05,019 - mmaction - INFO - Epoch [99][260/999] lr: 4.080e-01, eta: 1 day, 20:13:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3161, top5_acc: 0.5568, loss_cls: 3.2748, loss: 3.2748, grad_norm: 1.1475 2020-10-04 21:40:24,911 - mmaction - INFO - Epoch [99][280/999] lr: 4.080e-01, eta: 1 day, 20:12:44, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5707, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1165 2020-10-04 21:40:44,917 - mmaction - INFO - Epoch [99][300/999] lr: 4.080e-01, eta: 1 day, 20:12:23, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5680, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.1317 2020-10-04 21:41:04,837 - mmaction - INFO - Epoch [99][320/999] lr: 4.080e-01, eta: 1 day, 20:12:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5622, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.1564 2020-10-04 21:41:24,756 - mmaction - INFO - Epoch [99][340/999] lr: 4.080e-01, eta: 1 day, 20:11:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5607, loss_cls: 3.2314, loss: 3.2314, grad_norm: 1.1124 2020-10-04 21:41:44,596 - mmaction - INFO - Epoch [99][360/999] lr: 4.080e-01, eta: 1 day, 20:11:21, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3109, top5_acc: 0.5578, loss_cls: 3.2749, loss: 3.2749, grad_norm: 1.1409 2020-10-04 21:42:04,673 - mmaction - INFO - Epoch [99][380/999] lr: 4.080e-01, eta: 1 day, 20:11:01, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.3061, top5_acc: 0.5504, loss_cls: 3.2668, loss: 3.2668, grad_norm: 1.1441 2020-10-04 21:42:24,612 - mmaction - INFO - Epoch [99][400/999] lr: 4.080e-01, eta: 1 day, 20:10:40, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3230, top5_acc: 0.5695, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.1091 2020-10-04 21:42:44,559 - mmaction - INFO - Epoch [99][420/999] lr: 4.080e-01, eta: 1 day, 20:10:20, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5805, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1609 2020-10-04 21:43:04,492 - mmaction - INFO - Epoch [99][440/999] lr: 4.080e-01, eta: 1 day, 20:09:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3176, top5_acc: 0.5699, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.1456 2020-10-04 21:43:24,418 - mmaction - INFO - Epoch [99][460/999] lr: 4.080e-01, eta: 1 day, 20:09:38, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5633, loss_cls: 3.2552, loss: 3.2552, grad_norm: 1.1306 2020-10-04 21:43:44,400 - mmaction - INFO - Epoch [99][480/999] lr: 4.080e-01, eta: 1 day, 20:09:18, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5569, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.1178 2020-10-04 21:44:04,263 - mmaction - INFO - Epoch [99][500/999] lr: 4.080e-01, eta: 1 day, 20:08:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3098, top5_acc: 0.5572, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.1513 2020-10-04 21:44:24,215 - mmaction - INFO - Epoch [99][520/999] lr: 4.080e-01, eta: 1 day, 20:08:36, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5577, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.1440 2020-10-04 21:44:44,033 - mmaction - INFO - Epoch [99][540/999] lr: 4.080e-01, eta: 1 day, 20:08:16, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5568, loss_cls: 3.2875, loss: 3.2875, grad_norm: 1.1268 2020-10-04 21:45:03,975 - mmaction - INFO - Epoch [99][560/999] lr: 4.080e-01, eta: 1 day, 20:07:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5560, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.1167 2020-10-04 21:45:23,961 - mmaction - INFO - Epoch [99][580/999] lr: 4.080e-01, eta: 1 day, 20:07:34, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3296, top5_acc: 0.5651, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1370 2020-10-04 21:45:43,794 - mmaction - INFO - Epoch [99][600/999] lr: 4.080e-01, eta: 1 day, 20:07:14, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5565, loss_cls: 3.2874, loss: 3.2874, grad_norm: 1.1385 2020-10-04 21:46:03,723 - mmaction - INFO - Epoch [99][620/999] lr: 4.080e-01, eta: 1 day, 20:06:53, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3178, top5_acc: 0.5633, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.1234 2020-10-04 21:46:23,566 - mmaction - INFO - Epoch [99][640/999] lr: 4.080e-01, eta: 1 day, 20:06:32, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3167, top5_acc: 0.5587, loss_cls: 3.2367, loss: 3.2367, grad_norm: 1.1508 2020-10-04 21:46:43,466 - mmaction - INFO - Epoch [99][660/999] lr: 4.080e-01, eta: 1 day, 20:06:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.1385 2020-10-04 21:47:03,331 - mmaction - INFO - Epoch [99][680/999] lr: 4.080e-01, eta: 1 day, 20:05:51, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3109, top5_acc: 0.5526, loss_cls: 3.2908, loss: 3.2908, grad_norm: 1.1421 2020-10-04 21:47:23,344 - mmaction - INFO - Epoch [99][700/999] lr: 4.080e-01, eta: 1 day, 20:05:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3141, top5_acc: 0.5530, loss_cls: 3.2542, loss: 3.2542, grad_norm: 1.1383 2020-10-04 21:47:43,208 - mmaction - INFO - Epoch [99][720/999] lr: 4.080e-01, eta: 1 day, 20:05:09, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3164, top5_acc: 0.5655, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1366 2020-10-04 21:48:03,004 - mmaction - INFO - Epoch [99][740/999] lr: 4.080e-01, eta: 1 day, 20:04:49, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3092, top5_acc: 0.5568, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.1321 2020-10-04 21:48:22,955 - mmaction - INFO - Epoch [99][760/999] lr: 4.080e-01, eta: 1 day, 20:04:28, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5560, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.1283 2020-10-04 21:48:42,850 - mmaction - INFO - Epoch [99][780/999] lr: 4.080e-01, eta: 1 day, 20:04:07, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5548, loss_cls: 3.2778, loss: 3.2778, grad_norm: 1.1240 2020-10-04 21:49:02,695 - mmaction - INFO - Epoch [99][800/999] lr: 4.080e-01, eta: 1 day, 20:03:47, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3065, top5_acc: 0.5565, loss_cls: 3.2660, loss: 3.2660, grad_norm: 1.1369 2020-10-04 21:49:22,680 - mmaction - INFO - Epoch [99][820/999] lr: 4.080e-01, eta: 1 day, 20:03:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5572, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.1312 2020-10-04 21:49:42,596 - mmaction - INFO - Epoch [99][840/999] lr: 4.080e-01, eta: 1 day, 20:03:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3172, top5_acc: 0.5596, loss_cls: 3.2451, loss: 3.2451, grad_norm: 1.1323 2020-10-04 21:50:02,421 - mmaction - INFO - Epoch [99][860/999] lr: 4.080e-01, eta: 1 day, 20:02:45, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3069, top5_acc: 0.5505, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.1389 2020-10-04 21:50:22,182 - mmaction - INFO - Epoch [99][880/999] lr: 4.080e-01, eta: 1 day, 20:02:24, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3167, top5_acc: 0.5600, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.1250 2020-10-04 21:50:42,098 - mmaction - INFO - Epoch [99][900/999] lr: 4.080e-01, eta: 1 day, 20:02:03, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3047, top5_acc: 0.5470, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.1397 2020-10-04 21:51:02,108 - mmaction - INFO - Epoch [99][920/999] lr: 4.080e-01, eta: 1 day, 20:01:43, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3143, top5_acc: 0.5667, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.1285 2020-10-04 21:51:21,985 - mmaction - INFO - Epoch [99][940/999] lr: 4.080e-01, eta: 1 day, 20:01:22, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3151, top5_acc: 0.5625, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.1406 2020-10-04 21:51:41,884 - mmaction - INFO - Epoch [99][960/999] lr: 4.080e-01, eta: 1 day, 20:01:01, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5513, loss_cls: 3.2801, loss: 3.2801, grad_norm: 1.1514 2020-10-04 21:52:01,762 - mmaction - INFO - Epoch [99][980/999] lr: 4.080e-01, eta: 1 day, 20:00:40, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3142, top5_acc: 0.5654, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.1520 2020-10-04 21:53:11,073 - mmaction - INFO - Epoch [100][20/999] lr: 4.045e-01, eta: 1 day, 20:00:18, time: 2.515, data_time: 1.451, memory: 8478, top1_acc: 0.3207, top5_acc: 0.5617, loss_cls: 3.2550, loss: 3.2550, grad_norm: 1.1439 2020-10-04 21:53:30,745 - mmaction - INFO - Epoch [100][40/999] lr: 4.045e-01, eta: 1 day, 19:59:57, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3146, top5_acc: 0.5638, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.1280 2020-10-04 21:53:50,544 - mmaction - INFO - Epoch [100][60/999] lr: 4.045e-01, eta: 1 day, 19:59:36, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5629, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1449 2020-10-04 21:54:10,509 - mmaction - INFO - Epoch [100][80/999] lr: 4.045e-01, eta: 1 day, 19:59:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3068, top5_acc: 0.5559, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.1210 2020-10-04 21:54:30,403 - mmaction - INFO - Epoch [100][100/999] lr: 4.045e-01, eta: 1 day, 19:58:55, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3126, top5_acc: 0.5595, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.1421 2020-10-04 21:54:50,415 - mmaction - INFO - Epoch [100][120/999] lr: 4.045e-01, eta: 1 day, 19:58:35, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5802, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.1378 2020-10-04 21:55:10,350 - mmaction - INFO - Epoch [100][140/999] lr: 4.045e-01, eta: 1 day, 19:58:14, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3223, top5_acc: 0.5663, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.1337 2020-10-04 21:55:30,175 - mmaction - INFO - Epoch [100][160/999] lr: 4.045e-01, eta: 1 day, 19:57:53, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3184, top5_acc: 0.5617, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.1430 2020-10-04 21:55:50,070 - mmaction - INFO - Epoch [100][180/999] lr: 4.045e-01, eta: 1 day, 19:57:32, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5695, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.1403 2020-10-04 21:56:10,010 - mmaction - INFO - Epoch [100][200/999] lr: 4.045e-01, eta: 1 day, 19:57:12, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3137, top5_acc: 0.5589, loss_cls: 3.2748, loss: 3.2748, grad_norm: 1.1348 2020-10-04 21:56:29,945 - mmaction - INFO - Epoch [100][220/999] lr: 4.045e-01, eta: 1 day, 19:56:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5638, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1310 2020-10-04 21:56:49,894 - mmaction - INFO - Epoch [100][240/999] lr: 4.045e-01, eta: 1 day, 19:56:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3210, top5_acc: 0.5621, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1505 2020-10-04 21:57:09,819 - mmaction - INFO - Epoch [100][260/999] lr: 4.045e-01, eta: 1 day, 19:56:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5611, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.1569 2020-10-04 21:57:29,769 - mmaction - INFO - Epoch [100][280/999] lr: 4.045e-01, eta: 1 day, 19:55:49, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3216, top5_acc: 0.5592, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.1344 2020-10-04 21:57:49,702 - mmaction - INFO - Epoch [100][300/999] lr: 4.045e-01, eta: 1 day, 19:55:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5618, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1357 2020-10-04 21:58:09,631 - mmaction - INFO - Epoch [100][320/999] lr: 4.045e-01, eta: 1 day, 19:55:08, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3267, top5_acc: 0.5727, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1346 2020-10-04 21:58:29,616 - mmaction - INFO - Epoch [100][340/999] lr: 4.045e-01, eta: 1 day, 19:54:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5680, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.1301 2020-10-04 21:58:49,604 - mmaction - INFO - Epoch [100][360/999] lr: 4.045e-01, eta: 1 day, 19:54:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5665, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.1263 2020-10-04 21:59:09,462 - mmaction - INFO - Epoch [100][380/999] lr: 4.045e-01, eta: 1 day, 19:54:06, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3109, top5_acc: 0.5516, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.1450 2020-10-04 21:59:29,374 - mmaction - INFO - Epoch [100][400/999] lr: 4.045e-01, eta: 1 day, 19:53:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5716, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1347 2020-10-04 21:59:49,298 - mmaction - INFO - Epoch [100][420/999] lr: 4.045e-01, eta: 1 day, 19:53:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5647, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.1354 2020-10-04 22:00:11,509 - mmaction - INFO - Epoch [100][440/999] lr: 4.045e-01, eta: 1 day, 19:53:08, time: 1.110, data_time: 0.002, memory: 8478, top1_acc: 0.3129, top5_acc: 0.5566, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.1390 2020-10-04 22:00:31,398 - mmaction - INFO - Epoch [100][460/999] lr: 4.045e-01, eta: 1 day, 19:52:47, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3216, top5_acc: 0.5620, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1505 2020-10-04 22:00:51,294 - mmaction - INFO - Epoch [100][480/999] lr: 4.045e-01, eta: 1 day, 19:52:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5585, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1517 2020-10-04 22:01:11,177 - mmaction - INFO - Epoch [100][500/999] lr: 4.045e-01, eta: 1 day, 19:52:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5578, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.1599 2020-10-04 22:01:30,992 - mmaction - INFO - Epoch [100][520/999] lr: 4.045e-01, eta: 1 day, 19:51:45, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5611, loss_cls: 3.2503, loss: 3.2503, grad_norm: 1.1306 2020-10-04 22:01:50,909 - mmaction - INFO - Epoch [100][540/999] lr: 4.045e-01, eta: 1 day, 19:51:24, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3031, top5_acc: 0.5493, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.1469 2020-10-04 22:02:10,743 - mmaction - INFO - Epoch [100][560/999] lr: 4.045e-01, eta: 1 day, 19:51:04, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5592, loss_cls: 3.2789, loss: 3.2789, grad_norm: 1.1330 2020-10-04 22:02:30,708 - mmaction - INFO - Epoch [100][580/999] lr: 4.045e-01, eta: 1 day, 19:50:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3172, top5_acc: 0.5639, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.1181 2020-10-04 22:02:50,648 - mmaction - INFO - Epoch [100][600/999] lr: 4.045e-01, eta: 1 day, 19:50:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5574, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.1389 2020-10-04 22:03:10,559 - mmaction - INFO - Epoch [100][620/999] lr: 4.045e-01, eta: 1 day, 19:50:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3172, top5_acc: 0.5646, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.1410 2020-10-04 22:03:30,421 - mmaction - INFO - Epoch [100][640/999] lr: 4.045e-01, eta: 1 day, 19:49:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3103, top5_acc: 0.5612, loss_cls: 3.2608, loss: 3.2608, grad_norm: 1.1388 2020-10-04 22:03:50,200 - mmaction - INFO - Epoch [100][660/999] lr: 4.045e-01, eta: 1 day, 19:49:20, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5592, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1313 2020-10-04 22:04:10,044 - mmaction - INFO - Epoch [100][680/999] lr: 4.045e-01, eta: 1 day, 19:48:59, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5560, loss_cls: 3.2767, loss: 3.2767, grad_norm: 1.1338 2020-10-04 22:04:29,940 - mmaction - INFO - Epoch [100][700/999] lr: 4.045e-01, eta: 1 day, 19:48:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3043, top5_acc: 0.5509, loss_cls: 3.2977, loss: 3.2977, grad_norm: 1.1359 2020-10-04 22:04:49,879 - mmaction - INFO - Epoch [100][720/999] lr: 4.045e-01, eta: 1 day, 19:48:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5624, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1435 2020-10-04 22:05:09,873 - mmaction - INFO - Epoch [100][740/999] lr: 4.045e-01, eta: 1 day, 19:47:58, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3133, top5_acc: 0.5616, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1401 2020-10-04 22:05:29,754 - mmaction - INFO - Epoch [100][760/999] lr: 4.045e-01, eta: 1 day, 19:47:37, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3151, top5_acc: 0.5523, loss_cls: 3.2607, loss: 3.2607, grad_norm: 1.1458 2020-10-04 22:05:49,676 - mmaction - INFO - Epoch [100][780/999] lr: 4.045e-01, eta: 1 day, 19:47:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5562, loss_cls: 3.2807, loss: 3.2807, grad_norm: 1.1261 2020-10-04 22:06:09,555 - mmaction - INFO - Epoch [100][800/999] lr: 4.045e-01, eta: 1 day, 19:46:56, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5677, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.1294 2020-10-04 22:06:29,418 - mmaction - INFO - Epoch [100][820/999] lr: 4.045e-01, eta: 1 day, 19:46:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5591, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.1189 2020-10-04 22:06:49,293 - mmaction - INFO - Epoch [100][840/999] lr: 4.045e-01, eta: 1 day, 19:46:14, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3102, top5_acc: 0.5661, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.1607 2020-10-04 22:07:09,144 - mmaction - INFO - Epoch [100][860/999] lr: 4.045e-01, eta: 1 day, 19:45:53, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5521, loss_cls: 3.3062, loss: 3.3062, grad_norm: 1.1455 2020-10-04 22:07:29,085 - mmaction - INFO - Epoch [100][880/999] lr: 4.045e-01, eta: 1 day, 19:45:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5663, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1313 2020-10-04 22:07:49,111 - mmaction - INFO - Epoch [100][900/999] lr: 4.045e-01, eta: 1 day, 19:45:12, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5586, loss_cls: 3.2525, loss: 3.2525, grad_norm: 1.1358 2020-10-04 22:08:08,989 - mmaction - INFO - Epoch [100][920/999] lr: 4.045e-01, eta: 1 day, 19:44:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3000, top5_acc: 0.5579, loss_cls: 3.2931, loss: 3.2931, grad_norm: 1.1601 2020-10-04 22:08:28,908 - mmaction - INFO - Epoch [100][940/999] lr: 4.045e-01, eta: 1 day, 19:44:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5566, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.1246 2020-10-04 22:08:48,970 - mmaction - INFO - Epoch [100][960/999] lr: 4.045e-01, eta: 1 day, 19:44:10, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5635, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.1338 2020-10-04 22:09:08,928 - mmaction - INFO - Epoch [100][980/999] lr: 4.045e-01, eta: 1 day, 19:43:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3250, top5_acc: 0.5770, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.1265 2020-10-04 22:10:22,461 - mmaction - INFO - Epoch [101][20/999] lr: 4.011e-01, eta: 1 day, 19:43:32, time: 2.645, data_time: 1.633, memory: 8478, top1_acc: 0.3122, top5_acc: 0.5526, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.1410 2020-10-04 22:10:42,173 - mmaction - INFO - Epoch [101][40/999] lr: 4.011e-01, eta: 1 day, 19:43:11, time: 0.986, data_time: 0.004, memory: 8478, top1_acc: 0.3121, top5_acc: 0.5634, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.1445 2020-10-04 22:11:01,991 - mmaction - INFO - Epoch [101][60/999] lr: 4.011e-01, eta: 1 day, 19:42:50, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3173, top5_acc: 0.5650, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.1676 2020-10-04 22:11:21,843 - mmaction - INFO - Epoch [101][80/999] lr: 4.011e-01, eta: 1 day, 19:42:29, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3053, top5_acc: 0.5594, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.1418 2020-10-04 22:11:41,705 - mmaction - INFO - Epoch [101][100/999] lr: 4.011e-01, eta: 1 day, 19:42:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5574, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.1368 2020-10-04 22:12:01,633 - mmaction - INFO - Epoch [101][120/999] lr: 4.011e-01, eta: 1 day, 19:41:48, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5702, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.1510 2020-10-04 22:12:21,479 - mmaction - INFO - Epoch [101][140/999] lr: 4.011e-01, eta: 1 day, 19:41:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3040, top5_acc: 0.5569, loss_cls: 3.2745, loss: 3.2745, grad_norm: 1.1524 2020-10-04 22:12:41,417 - mmaction - INFO - Epoch [101][160/999] lr: 4.011e-01, eta: 1 day, 19:41:06, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5668, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.1376 2020-10-04 22:13:01,320 - mmaction - INFO - Epoch [101][180/999] lr: 4.011e-01, eta: 1 day, 19:40:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5617, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1643 2020-10-04 22:13:21,134 - mmaction - INFO - Epoch [101][200/999] lr: 4.011e-01, eta: 1 day, 19:40:25, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5633, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.1234 2020-10-04 22:13:41,001 - mmaction - INFO - Epoch [101][220/999] lr: 4.011e-01, eta: 1 day, 19:40:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3049, top5_acc: 0.5549, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.1380 2020-10-04 22:14:00,994 - mmaction - INFO - Epoch [101][240/999] lr: 4.011e-01, eta: 1 day, 19:39:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5620, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1587 2020-10-04 22:14:20,904 - mmaction - INFO - Epoch [101][260/999] lr: 4.011e-01, eta: 1 day, 19:39:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5717, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.1307 2020-10-04 22:14:40,821 - mmaction - INFO - Epoch [101][280/999] lr: 4.011e-01, eta: 1 day, 19:39:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3216, top5_acc: 0.5599, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.1518 2020-10-04 22:15:00,672 - mmaction - INFO - Epoch [101][300/999] lr: 4.011e-01, eta: 1 day, 19:38:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3159, top5_acc: 0.5629, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.1310 2020-10-04 22:15:20,519 - mmaction - INFO - Epoch [101][320/999] lr: 4.011e-01, eta: 1 day, 19:38:21, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5732, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.1451 2020-10-04 22:15:40,481 - mmaction - INFO - Epoch [101][340/999] lr: 4.011e-01, eta: 1 day, 19:38:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5643, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1665 2020-10-04 22:16:00,530 - mmaction - INFO - Epoch [101][360/999] lr: 4.011e-01, eta: 1 day, 19:37:40, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5622, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.1539 2020-10-04 22:16:20,453 - mmaction - INFO - Epoch [101][380/999] lr: 4.011e-01, eta: 1 day, 19:37:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3102, top5_acc: 0.5573, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.1542 2020-10-04 22:16:40,349 - mmaction - INFO - Epoch [101][400/999] lr: 4.011e-01, eta: 1 day, 19:36:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5577, loss_cls: 3.2635, loss: 3.2635, grad_norm: 1.1360 2020-10-04 22:17:00,251 - mmaction - INFO - Epoch [101][420/999] lr: 4.011e-01, eta: 1 day, 19:36:38, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3154, top5_acc: 0.5608, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.1348 2020-10-04 22:17:20,276 - mmaction - INFO - Epoch [101][440/999] lr: 4.011e-01, eta: 1 day, 19:36:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3051, top5_acc: 0.5638, loss_cls: 3.2643, loss: 3.2643, grad_norm: 1.1362 2020-10-04 22:17:40,149 - mmaction - INFO - Epoch [101][460/999] lr: 4.011e-01, eta: 1 day, 19:35:57, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5536, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.1302 2020-10-04 22:18:00,100 - mmaction - INFO - Epoch [101][480/999] lr: 4.011e-01, eta: 1 day, 19:35:36, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5654, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.1251 2020-10-04 22:18:20,030 - mmaction - INFO - Epoch [101][500/999] lr: 4.011e-01, eta: 1 day, 19:35:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5594, loss_cls: 3.2547, loss: 3.2547, grad_norm: 1.1554 2020-10-04 22:18:39,883 - mmaction - INFO - Epoch [101][520/999] lr: 4.011e-01, eta: 1 day, 19:34:55, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3292, top5_acc: 0.5693, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.1426 2020-10-04 22:18:59,762 - mmaction - INFO - Epoch [101][540/999] lr: 4.011e-01, eta: 1 day, 19:34:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5680, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.1666 2020-10-04 22:19:19,562 - mmaction - INFO - Epoch [101][560/999] lr: 4.011e-01, eta: 1 day, 19:34:13, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3177, top5_acc: 0.5573, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.1294 2020-10-04 22:19:39,553 - mmaction - INFO - Epoch [101][580/999] lr: 4.011e-01, eta: 1 day, 19:33:53, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3017, top5_acc: 0.5568, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.1523 2020-10-04 22:19:59,429 - mmaction - INFO - Epoch [101][600/999] lr: 4.011e-01, eta: 1 day, 19:33:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3133, top5_acc: 0.5582, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.1317 2020-10-04 22:20:19,212 - mmaction - INFO - Epoch [101][620/999] lr: 4.011e-01, eta: 1 day, 19:33:11, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5616, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.1459 2020-10-04 22:20:39,067 - mmaction - INFO - Epoch [101][640/999] lr: 4.011e-01, eta: 1 day, 19:32:50, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3066, top5_acc: 0.5611, loss_cls: 3.2468, loss: 3.2468, grad_norm: 1.1513 2020-10-04 22:20:58,797 - mmaction - INFO - Epoch [101][660/999] lr: 4.011e-01, eta: 1 day, 19:32:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3180, top5_acc: 0.5582, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.1281 2020-10-04 22:21:18,733 - mmaction - INFO - Epoch [101][680/999] lr: 4.011e-01, eta: 1 day, 19:32:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3148, top5_acc: 0.5647, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.1435 2020-10-04 22:21:38,517 - mmaction - INFO - Epoch [101][700/999] lr: 4.011e-01, eta: 1 day, 19:31:48, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5661, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.1386 2020-10-04 22:21:58,468 - mmaction - INFO - Epoch [101][720/999] lr: 4.011e-01, eta: 1 day, 19:31:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5680, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.1381 2020-10-04 22:22:18,403 - mmaction - INFO - Epoch [101][740/999] lr: 4.011e-01, eta: 1 day, 19:31:07, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5609, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.1483 2020-10-04 22:22:38,228 - mmaction - INFO - Epoch [101][760/999] lr: 4.011e-01, eta: 1 day, 19:30:46, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5592, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.1668 2020-10-04 22:22:58,110 - mmaction - INFO - Epoch [101][780/999] lr: 4.011e-01, eta: 1 day, 19:30:25, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3148, top5_acc: 0.5645, loss_cls: 3.2515, loss: 3.2515, grad_norm: 1.1499 2020-10-04 22:23:18,036 - mmaction - INFO - Epoch [101][800/999] lr: 4.011e-01, eta: 1 day, 19:30:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3259, top5_acc: 0.5633, loss_cls: 3.2326, loss: 3.2326, grad_norm: 1.1373 2020-10-04 22:23:37,829 - mmaction - INFO - Epoch [101][820/999] lr: 4.011e-01, eta: 1 day, 19:29:44, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3168, top5_acc: 0.5539, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.1374 2020-10-04 22:23:57,739 - mmaction - INFO - Epoch [101][840/999] lr: 4.011e-01, eta: 1 day, 19:29:23, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1484 2020-10-04 22:24:17,752 - mmaction - INFO - Epoch [101][860/999] lr: 4.011e-01, eta: 1 day, 19:29:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5607, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.1340 2020-10-04 22:24:37,691 - mmaction - INFO - Epoch [101][880/999] lr: 4.011e-01, eta: 1 day, 19:28:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3151, top5_acc: 0.5605, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1376 2020-10-04 22:24:57,560 - mmaction - INFO - Epoch [101][900/999] lr: 4.011e-01, eta: 1 day, 19:28:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3238, top5_acc: 0.5632, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.1438 2020-10-04 22:25:17,552 - mmaction - INFO - Epoch [101][920/999] lr: 4.011e-01, eta: 1 day, 19:28:01, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3108, top5_acc: 0.5577, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.1328 2020-10-04 22:25:37,463 - mmaction - INFO - Epoch [101][940/999] lr: 4.011e-01, eta: 1 day, 19:27:40, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5641, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1404 2020-10-04 22:25:57,349 - mmaction - INFO - Epoch [101][960/999] lr: 4.011e-01, eta: 1 day, 19:27:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3177, top5_acc: 0.5641, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.1548 2020-10-04 22:26:17,171 - mmaction - INFO - Epoch [101][980/999] lr: 4.011e-01, eta: 1 day, 19:26:59, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3133, top5_acc: 0.5549, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.1263 2020-10-04 22:27:25,873 - mmaction - INFO - Epoch [102][20/999] lr: 3.976e-01, eta: 1 day, 19:26:35, time: 2.481, data_time: 1.452, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5672, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.1482 2020-10-04 22:27:45,617 - mmaction - INFO - Epoch [102][40/999] lr: 3.976e-01, eta: 1 day, 19:26:14, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5699, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.1380 2020-10-04 22:28:05,423 - mmaction - INFO - Epoch [102][60/999] lr: 3.976e-01, eta: 1 day, 19:25:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3253, top5_acc: 0.5745, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.1387 2020-10-04 22:28:25,261 - mmaction - INFO - Epoch [102][80/999] lr: 3.976e-01, eta: 1 day, 19:25:32, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5659, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.1902 2020-10-04 22:28:45,199 - mmaction - INFO - Epoch [102][100/999] lr: 3.976e-01, eta: 1 day, 19:25:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5577, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.1482 2020-10-04 22:29:05,060 - mmaction - INFO - Epoch [102][120/999] lr: 3.976e-01, eta: 1 day, 19:24:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5589, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.1359 2020-10-04 22:29:24,941 - mmaction - INFO - Epoch [102][140/999] lr: 3.976e-01, eta: 1 day, 19:24:30, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3227, top5_acc: 0.5639, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.1264 2020-10-04 22:29:44,866 - mmaction - INFO - Epoch [102][160/999] lr: 3.976e-01, eta: 1 day, 19:24:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3285, top5_acc: 0.5695, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1428 2020-10-04 22:30:04,805 - mmaction - INFO - Epoch [102][180/999] lr: 3.976e-01, eta: 1 day, 19:23:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5634, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.1502 2020-10-04 22:30:25,552 - mmaction - INFO - Epoch [102][200/999] lr: 3.976e-01, eta: 1 day, 19:23:30, time: 1.037, data_time: 0.002, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5646, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1536 2020-10-04 22:30:45,523 - mmaction - INFO - Epoch [102][220/999] lr: 3.976e-01, eta: 1 day, 19:23:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3090, top5_acc: 0.5549, loss_cls: 3.2728, loss: 3.2728, grad_norm: 1.1665 2020-10-04 22:31:05,495 - mmaction - INFO - Epoch [102][240/999] lr: 3.976e-01, eta: 1 day, 19:22:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5715, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.1453 2020-10-04 22:31:25,518 - mmaction - INFO - Epoch [102][260/999] lr: 3.976e-01, eta: 1 day, 19:22:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5698, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.1496 2020-10-04 22:31:45,351 - mmaction - INFO - Epoch [102][280/999] lr: 3.976e-01, eta: 1 day, 19:22:07, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3155, top5_acc: 0.5643, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.1510 2020-10-04 22:32:05,318 - mmaction - INFO - Epoch [102][300/999] lr: 3.976e-01, eta: 1 day, 19:21:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5681, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1484 2020-10-04 22:32:25,157 - mmaction - INFO - Epoch [102][320/999] lr: 3.976e-01, eta: 1 day, 19:21:26, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5714, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.1561 2020-10-04 22:32:45,099 - mmaction - INFO - Epoch [102][340/999] lr: 3.976e-01, eta: 1 day, 19:21:06, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5641, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.1359 2020-10-04 22:33:04,994 - mmaction - INFO - Epoch [102][360/999] lr: 3.976e-01, eta: 1 day, 19:20:45, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3133, top5_acc: 0.5612, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.1442 2020-10-04 22:33:24,917 - mmaction - INFO - Epoch [102][380/999] lr: 3.976e-01, eta: 1 day, 19:20:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5628, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.1347 2020-10-04 22:33:44,816 - mmaction - INFO - Epoch [102][400/999] lr: 3.976e-01, eta: 1 day, 19:20:04, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.1400 2020-10-04 22:34:04,764 - mmaction - INFO - Epoch [102][420/999] lr: 3.976e-01, eta: 1 day, 19:19:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5685, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.1380 2020-10-04 22:34:24,648 - mmaction - INFO - Epoch [102][440/999] lr: 3.976e-01, eta: 1 day, 19:19:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5708, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1438 2020-10-04 22:34:44,505 - mmaction - INFO - Epoch [102][460/999] lr: 3.976e-01, eta: 1 day, 19:19:02, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5668, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.1447 2020-10-04 22:35:04,363 - mmaction - INFO - Epoch [102][480/999] lr: 3.976e-01, eta: 1 day, 19:18:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5704, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1518 2020-10-04 22:35:24,282 - mmaction - INFO - Epoch [102][500/999] lr: 3.976e-01, eta: 1 day, 19:18:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5611, loss_cls: 3.2350, loss: 3.2350, grad_norm: 1.1386 2020-10-04 22:35:44,066 - mmaction - INFO - Epoch [102][520/999] lr: 3.976e-01, eta: 1 day, 19:17:59, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3129, top5_acc: 0.5651, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1460 2020-10-04 22:36:03,979 - mmaction - INFO - Epoch [102][540/999] lr: 3.976e-01, eta: 1 day, 19:17:39, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5608, loss_cls: 3.2518, loss: 3.2518, grad_norm: 1.1399 2020-10-04 22:36:24,019 - mmaction - INFO - Epoch [102][560/999] lr: 3.976e-01, eta: 1 day, 19:17:18, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3039, top5_acc: 0.5556, loss_cls: 3.2763, loss: 3.2763, grad_norm: 1.1513 2020-10-04 22:36:43,945 - mmaction - INFO - Epoch [102][580/999] lr: 3.976e-01, eta: 1 day, 19:16:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3009, top5_acc: 0.5523, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.1591 2020-10-04 22:37:03,785 - mmaction - INFO - Epoch [102][600/999] lr: 3.976e-01, eta: 1 day, 19:16:37, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.1255 2020-10-04 22:37:23,671 - mmaction - INFO - Epoch [102][620/999] lr: 3.976e-01, eta: 1 day, 19:16:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3303, top5_acc: 0.5714, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1683 2020-10-04 22:37:43,615 - mmaction - INFO - Epoch [102][640/999] lr: 3.976e-01, eta: 1 day, 19:15:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3094, top5_acc: 0.5605, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.1229 2020-10-04 22:38:03,483 - mmaction - INFO - Epoch [102][660/999] lr: 3.976e-01, eta: 1 day, 19:15:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3187, top5_acc: 0.5626, loss_cls: 3.2342, loss: 3.2342, grad_norm: 1.1456 2020-10-04 22:38:23,460 - mmaction - INFO - Epoch [102][680/999] lr: 3.976e-01, eta: 1 day, 19:15:14, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5634, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.1550 2020-10-04 22:38:43,329 - mmaction - INFO - Epoch [102][700/999] lr: 3.976e-01, eta: 1 day, 19:14:54, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3096, top5_acc: 0.5624, loss_cls: 3.2414, loss: 3.2414, grad_norm: 1.1574 2020-10-04 22:39:03,226 - mmaction - INFO - Epoch [102][720/999] lr: 3.976e-01, eta: 1 day, 19:14:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5579, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1371 2020-10-04 22:39:23,083 - mmaction - INFO - Epoch [102][740/999] lr: 3.976e-01, eta: 1 day, 19:14:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3139, top5_acc: 0.5602, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.1300 2020-10-04 22:39:42,888 - mmaction - INFO - Epoch [102][760/999] lr: 3.976e-01, eta: 1 day, 19:13:52, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3122, top5_acc: 0.5602, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.1431 2020-10-04 22:40:02,773 - mmaction - INFO - Epoch [102][780/999] lr: 3.976e-01, eta: 1 day, 19:13:31, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5628, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1548 2020-10-04 22:40:22,550 - mmaction - INFO - Epoch [102][800/999] lr: 3.976e-01, eta: 1 day, 19:13:10, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3220, top5_acc: 0.5602, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1375 2020-10-04 22:40:42,665 - mmaction - INFO - Epoch [102][820/999] lr: 3.976e-01, eta: 1 day, 19:12:50, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.3249, top5_acc: 0.5669, loss_cls: 3.2154, loss: 3.2154, grad_norm: 1.1507 2020-10-04 22:41:02,570 - mmaction - INFO - Epoch [102][840/999] lr: 3.976e-01, eta: 1 day, 19:12:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3201, top5_acc: 0.5595, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1386 2020-10-04 22:41:22,454 - mmaction - INFO - Epoch [102][860/999] lr: 3.976e-01, eta: 1 day, 19:12:08, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5637, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.1475 2020-10-04 22:41:42,385 - mmaction - INFO - Epoch [102][880/999] lr: 3.976e-01, eta: 1 day, 19:11:48, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5680, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.1469 2020-10-04 22:42:02,415 - mmaction - INFO - Epoch [102][900/999] lr: 3.976e-01, eta: 1 day, 19:11:27, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5622, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1619 2020-10-04 22:42:22,325 - mmaction - INFO - Epoch [102][920/999] lr: 3.976e-01, eta: 1 day, 19:11:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5659, loss_cls: 3.2247, loss: 3.2247, grad_norm: 1.1450 2020-10-04 22:42:42,224 - mmaction - INFO - Epoch [102][940/999] lr: 3.976e-01, eta: 1 day, 19:10:46, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3134, top5_acc: 0.5566, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.1377 2020-10-04 22:43:02,094 - mmaction - INFO - Epoch [102][960/999] lr: 3.976e-01, eta: 1 day, 19:10:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5540, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.1464 2020-10-04 22:43:21,938 - mmaction - INFO - Epoch [102][980/999] lr: 3.976e-01, eta: 1 day, 19:10:05, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5583, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.1428 2020-10-04 22:44:33,407 - mmaction - INFO - Epoch [103][20/999] lr: 3.941e-01, eta: 1 day, 19:09:45, time: 2.615, data_time: 1.514, memory: 8478, top1_acc: 0.3178, top5_acc: 0.5648, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.1527 2020-10-04 22:44:53,134 - mmaction - INFO - Epoch [103][40/999] lr: 3.941e-01, eta: 1 day, 19:09:24, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5518, loss_cls: 3.2503, loss: 3.2503, grad_norm: 1.1511 2020-10-04 22:45:12,903 - mmaction - INFO - Epoch [103][60/999] lr: 3.941e-01, eta: 1 day, 19:09:03, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.3178, top5_acc: 0.5689, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.1203 2020-10-04 22:45:32,711 - mmaction - INFO - Epoch [103][80/999] lr: 3.941e-01, eta: 1 day, 19:08:42, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3215, top5_acc: 0.5660, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.1541 2020-10-04 22:45:52,575 - mmaction - INFO - Epoch [103][100/999] lr: 3.941e-01, eta: 1 day, 19:08:21, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.3133, top5_acc: 0.5598, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.1670 2020-10-04 22:46:12,432 - mmaction - INFO - Epoch [103][120/999] lr: 3.941e-01, eta: 1 day, 19:08:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5693, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.1385 2020-10-04 22:46:32,298 - mmaction - INFO - Epoch [103][140/999] lr: 3.941e-01, eta: 1 day, 19:07:40, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5703, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.1466 2020-10-04 22:46:52,122 - mmaction - INFO - Epoch [103][160/999] lr: 3.941e-01, eta: 1 day, 19:07:19, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5672, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.1673 2020-10-04 22:47:11,935 - mmaction - INFO - Epoch [103][180/999] lr: 3.941e-01, eta: 1 day, 19:06:58, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3283, top5_acc: 0.5784, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1530 2020-10-04 22:47:31,792 - mmaction - INFO - Epoch [103][200/999] lr: 3.941e-01, eta: 1 day, 19:06:38, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5645, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.1778 2020-10-04 22:47:51,762 - mmaction - INFO - Epoch [103][220/999] lr: 3.941e-01, eta: 1 day, 19:06:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5669, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.1529 2020-10-04 22:48:11,708 - mmaction - INFO - Epoch [103][240/999] lr: 3.941e-01, eta: 1 day, 19:05:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5643, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.1676 2020-10-04 22:48:31,528 - mmaction - INFO - Epoch [103][260/999] lr: 3.941e-01, eta: 1 day, 19:05:36, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5626, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.1662 2020-10-04 22:48:51,578 - mmaction - INFO - Epoch [103][280/999] lr: 3.941e-01, eta: 1 day, 19:05:15, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3253, top5_acc: 0.5706, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.1396 2020-10-04 22:49:11,400 - mmaction - INFO - Epoch [103][300/999] lr: 3.941e-01, eta: 1 day, 19:04:55, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5645, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.1620 2020-10-04 22:49:31,379 - mmaction - INFO - Epoch [103][320/999] lr: 3.941e-01, eta: 1 day, 19:04:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5708, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1680 2020-10-04 22:49:51,430 - mmaction - INFO - Epoch [103][340/999] lr: 3.941e-01, eta: 1 day, 19:04:14, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5710, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.1504 2020-10-04 22:50:11,336 - mmaction - INFO - Epoch [103][360/999] lr: 3.941e-01, eta: 1 day, 19:03:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5706, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.1642 2020-10-04 22:50:31,336 - mmaction - INFO - Epoch [103][380/999] lr: 3.941e-01, eta: 1 day, 19:03:32, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5734, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.1398 2020-10-04 22:50:51,186 - mmaction - INFO - Epoch [103][400/999] lr: 3.941e-01, eta: 1 day, 19:03:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5743, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1725 2020-10-04 22:51:11,046 - mmaction - INFO - Epoch [103][420/999] lr: 3.941e-01, eta: 1 day, 19:02:51, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3161, top5_acc: 0.5603, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.1578 2020-10-04 22:51:30,982 - mmaction - INFO - Epoch [103][440/999] lr: 3.941e-01, eta: 1 day, 19:02:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5655, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.1657 2020-10-04 22:51:50,876 - mmaction - INFO - Epoch [103][460/999] lr: 3.941e-01, eta: 1 day, 19:02:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3121, top5_acc: 0.5578, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.1786 2020-10-04 22:52:10,783 - mmaction - INFO - Epoch [103][480/999] lr: 3.941e-01, eta: 1 day, 19:01:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3142, top5_acc: 0.5592, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.1476 2020-10-04 22:52:30,778 - mmaction - INFO - Epoch [103][500/999] lr: 3.941e-01, eta: 1 day, 19:01:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5608, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.1348 2020-10-04 22:52:50,690 - mmaction - INFO - Epoch [103][520/999] lr: 3.941e-01, eta: 1 day, 19:01:08, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3124, top5_acc: 0.5630, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.1537 2020-10-04 22:53:10,639 - mmaction - INFO - Epoch [103][540/999] lr: 3.941e-01, eta: 1 day, 19:00:47, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5673, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.1623 2020-10-04 22:53:30,439 - mmaction - INFO - Epoch [103][560/999] lr: 3.941e-01, eta: 1 day, 19:00:27, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5681, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.1494 2020-10-04 22:53:50,383 - mmaction - INFO - Epoch [103][580/999] lr: 3.941e-01, eta: 1 day, 19:00:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3260, top5_acc: 0.5615, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1648 2020-10-04 22:54:10,241 - mmaction - INFO - Epoch [103][600/999] lr: 3.941e-01, eta: 1 day, 18:59:45, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3141, top5_acc: 0.5503, loss_cls: 3.2648, loss: 3.2648, grad_norm: 1.1503 2020-10-04 22:54:30,155 - mmaction - INFO - Epoch [103][620/999] lr: 3.941e-01, eta: 1 day, 18:59:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5668, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.1489 2020-10-04 22:54:50,038 - mmaction - INFO - Epoch [103][640/999] lr: 3.941e-01, eta: 1 day, 18:59:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5592, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.1484 2020-10-04 22:55:09,897 - mmaction - INFO - Epoch [103][660/999] lr: 3.941e-01, eta: 1 day, 18:58:43, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3204, top5_acc: 0.5596, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1508 2020-10-04 22:55:29,865 - mmaction - INFO - Epoch [103][680/999] lr: 3.941e-01, eta: 1 day, 18:58:23, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5624, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.1584 2020-10-04 22:55:49,728 - mmaction - INFO - Epoch [103][700/999] lr: 3.941e-01, eta: 1 day, 18:58:02, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.3111, top5_acc: 0.5547, loss_cls: 3.2603, loss: 3.2603, grad_norm: 1.1449 2020-10-04 22:56:09,737 - mmaction - INFO - Epoch [103][720/999] lr: 3.941e-01, eta: 1 day, 18:57:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5797, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1583 2020-10-04 22:56:29,675 - mmaction - INFO - Epoch [103][740/999] lr: 3.941e-01, eta: 1 day, 18:57:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5677, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.1570 2020-10-04 22:56:49,558 - mmaction - INFO - Epoch [103][760/999] lr: 3.941e-01, eta: 1 day, 18:57:00, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.1505 2020-10-04 22:57:09,466 - mmaction - INFO - Epoch [103][780/999] lr: 3.941e-01, eta: 1 day, 18:56:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5543, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.1481 2020-10-04 22:57:29,487 - mmaction - INFO - Epoch [103][800/999] lr: 3.941e-01, eta: 1 day, 18:56:19, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3201, top5_acc: 0.5629, loss_cls: 3.2174, loss: 3.2174, grad_norm: 1.1537 2020-10-04 22:57:49,517 - mmaction - INFO - Epoch [103][820/999] lr: 3.941e-01, eta: 1 day, 18:55:59, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5559, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.1624 2020-10-04 22:58:09,395 - mmaction - INFO - Epoch [103][840/999] lr: 3.941e-01, eta: 1 day, 18:55:38, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3151, top5_acc: 0.5576, loss_cls: 3.2481, loss: 3.2481, grad_norm: 1.1452 2020-10-04 22:58:29,235 - mmaction - INFO - Epoch [103][860/999] lr: 3.941e-01, eta: 1 day, 18:55:17, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5553, loss_cls: 3.2630, loss: 3.2630, grad_norm: 1.1451 2020-10-04 22:58:49,142 - mmaction - INFO - Epoch [103][880/999] lr: 3.941e-01, eta: 1 day, 18:54:57, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5663, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.1295 2020-10-04 22:59:09,122 - mmaction - INFO - Epoch [103][900/999] lr: 3.941e-01, eta: 1 day, 18:54:36, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5568, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.1637 2020-10-04 22:59:29,009 - mmaction - INFO - Epoch [103][920/999] lr: 3.941e-01, eta: 1 day, 18:54:15, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5674, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1799 2020-10-04 22:59:48,944 - mmaction - INFO - Epoch [103][940/999] lr: 3.941e-01, eta: 1 day, 18:53:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3091, top5_acc: 0.5543, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.1344 2020-10-04 23:00:10,868 - mmaction - INFO - Epoch [103][960/999] lr: 3.941e-01, eta: 1 day, 18:53:37, time: 1.098, data_time: 0.003, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5576, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.1433 2020-10-04 23:00:30,862 - mmaction - INFO - Epoch [103][980/999] lr: 3.941e-01, eta: 1 day, 18:53:17, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5712, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1526 2020-10-04 23:01:44,828 - mmaction - INFO - Epoch [104][20/999] lr: 3.906e-01, eta: 1 day, 18:52:58, time: 2.674, data_time: 1.654, memory: 8478, top1_acc: 0.3180, top5_acc: 0.5637, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.1536 2020-10-04 23:02:04,572 - mmaction - INFO - Epoch [104][40/999] lr: 3.906e-01, eta: 1 day, 18:52:37, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3283, top5_acc: 0.5792, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1480 2020-10-04 23:02:24,375 - mmaction - INFO - Epoch [104][60/999] lr: 3.906e-01, eta: 1 day, 18:52:17, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3318, top5_acc: 0.5740, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1650 2020-10-04 23:02:44,263 - mmaction - INFO - Epoch [104][80/999] lr: 3.906e-01, eta: 1 day, 18:51:56, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3107, top5_acc: 0.5594, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1621 2020-10-04 23:03:04,075 - mmaction - INFO - Epoch [104][100/999] lr: 3.906e-01, eta: 1 day, 18:51:35, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5785, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.1469 2020-10-04 23:03:23,904 - mmaction - INFO - Epoch [104][120/999] lr: 3.906e-01, eta: 1 day, 18:51:14, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5750, loss_cls: 3.1678, loss: 3.1678, grad_norm: 1.1553 2020-10-04 23:03:43,796 - mmaction - INFO - Epoch [104][140/999] lr: 3.906e-01, eta: 1 day, 18:50:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3272, top5_acc: 0.5701, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.1618 2020-10-04 23:04:03,756 - mmaction - INFO - Epoch [104][160/999] lr: 3.906e-01, eta: 1 day, 18:50:33, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3182, top5_acc: 0.5685, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.1616 2020-10-04 23:04:23,730 - mmaction - INFO - Epoch [104][180/999] lr: 3.906e-01, eta: 1 day, 18:50:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5763, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.1423 2020-10-04 23:04:43,604 - mmaction - INFO - Epoch [104][200/999] lr: 3.906e-01, eta: 1 day, 18:49:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3230, top5_acc: 0.5643, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1611 2020-10-04 23:05:03,629 - mmaction - INFO - Epoch [104][220/999] lr: 3.906e-01, eta: 1 day, 18:49:31, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5655, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.1623 2020-10-04 23:05:23,601 - mmaction - INFO - Epoch [104][240/999] lr: 3.906e-01, eta: 1 day, 18:49:11, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3232, top5_acc: 0.5607, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.1398 2020-10-04 23:05:43,407 - mmaction - INFO - Epoch [104][260/999] lr: 3.906e-01, eta: 1 day, 18:48:50, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3245, top5_acc: 0.5747, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.1665 2020-10-04 23:06:03,325 - mmaction - INFO - Epoch [104][280/999] lr: 3.906e-01, eta: 1 day, 18:48:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5699, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.1704 2020-10-04 23:06:23,299 - mmaction - INFO - Epoch [104][300/999] lr: 3.906e-01, eta: 1 day, 18:48:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5669, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.1616 2020-10-04 23:06:43,246 - mmaction - INFO - Epoch [104][320/999] lr: 3.906e-01, eta: 1 day, 18:47:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5689, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.1791 2020-10-04 23:07:03,215 - mmaction - INFO - Epoch [104][340/999] lr: 3.906e-01, eta: 1 day, 18:47:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3143, top5_acc: 0.5638, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.1572 2020-10-04 23:07:23,099 - mmaction - INFO - Epoch [104][360/999] lr: 3.906e-01, eta: 1 day, 18:47:07, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5615, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.1443 2020-10-04 23:07:43,024 - mmaction - INFO - Epoch [104][380/999] lr: 3.906e-01, eta: 1 day, 18:46:47, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3036, top5_acc: 0.5538, loss_cls: 3.2942, loss: 3.2942, grad_norm: 1.1771 2020-10-04 23:08:02,920 - mmaction - INFO - Epoch [104][400/999] lr: 3.906e-01, eta: 1 day, 18:46:26, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3227, top5_acc: 0.5667, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.1409 2020-10-04 23:08:22,779 - mmaction - INFO - Epoch [104][420/999] lr: 3.906e-01, eta: 1 day, 18:46:05, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3232, top5_acc: 0.5655, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1298 2020-10-04 23:08:42,771 - mmaction - INFO - Epoch [104][440/999] lr: 3.906e-01, eta: 1 day, 18:45:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5621, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.1629 2020-10-04 23:09:02,684 - mmaction - INFO - Epoch [104][460/999] lr: 3.906e-01, eta: 1 day, 18:45:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3223, top5_acc: 0.5650, loss_cls: 3.2363, loss: 3.2363, grad_norm: 1.1682 2020-10-04 23:09:22,643 - mmaction - INFO - Epoch [104][480/999] lr: 3.906e-01, eta: 1 day, 18:45:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3177, top5_acc: 0.5592, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1529 2020-10-04 23:09:42,572 - mmaction - INFO - Epoch [104][500/999] lr: 3.906e-01, eta: 1 day, 18:44:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5604, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.1537 2020-10-04 23:10:02,444 - mmaction - INFO - Epoch [104][520/999] lr: 3.906e-01, eta: 1 day, 18:44:22, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5648, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.1490 2020-10-04 23:10:22,373 - mmaction - INFO - Epoch [104][540/999] lr: 3.906e-01, eta: 1 day, 18:44:02, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3113, top5_acc: 0.5589, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.1426 2020-10-04 23:10:42,375 - mmaction - INFO - Epoch [104][560/999] lr: 3.906e-01, eta: 1 day, 18:43:41, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3087, top5_acc: 0.5570, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.1387 2020-10-04 23:11:02,324 - mmaction - INFO - Epoch [104][580/999] lr: 3.906e-01, eta: 1 day, 18:43:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3173, top5_acc: 0.5645, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.1458 2020-10-04 23:11:22,225 - mmaction - INFO - Epoch [104][600/999] lr: 3.906e-01, eta: 1 day, 18:43:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3167, top5_acc: 0.5639, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.1510 2020-10-04 23:11:42,129 - mmaction - INFO - Epoch [104][620/999] lr: 3.906e-01, eta: 1 day, 18:42:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3187, top5_acc: 0.5595, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.1351 2020-10-04 23:12:02,017 - mmaction - INFO - Epoch [104][640/999] lr: 3.906e-01, eta: 1 day, 18:42:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5626, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1413 2020-10-04 23:12:21,922 - mmaction - INFO - Epoch [104][660/999] lr: 3.906e-01, eta: 1 day, 18:41:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3237, top5_acc: 0.5655, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1627 2020-10-04 23:12:41,904 - mmaction - INFO - Epoch [104][680/999] lr: 3.906e-01, eta: 1 day, 18:41:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5587, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.1596 2020-10-04 23:13:01,805 - mmaction - INFO - Epoch [104][700/999] lr: 3.906e-01, eta: 1 day, 18:41:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3082, top5_acc: 0.5527, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.1563 2020-10-04 23:13:21,721 - mmaction - INFO - Epoch [104][720/999] lr: 3.906e-01, eta: 1 day, 18:40:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3095, top5_acc: 0.5590, loss_cls: 3.2561, loss: 3.2561, grad_norm: 1.1576 2020-10-04 23:13:41,608 - mmaction - INFO - Epoch [104][740/999] lr: 3.906e-01, eta: 1 day, 18:40:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5681, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.1550 2020-10-04 23:14:01,517 - mmaction - INFO - Epoch [104][760/999] lr: 3.906e-01, eta: 1 day, 18:40:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3215, top5_acc: 0.5646, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.1607 2020-10-04 23:14:21,559 - mmaction - INFO - Epoch [104][780/999] lr: 3.906e-01, eta: 1 day, 18:39:54, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3129, top5_acc: 0.5547, loss_cls: 3.2630, loss: 3.2630, grad_norm: 1.1606 2020-10-04 23:14:41,518 - mmaction - INFO - Epoch [104][800/999] lr: 3.906e-01, eta: 1 day, 18:39:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3138, top5_acc: 0.5684, loss_cls: 3.2202, loss: 3.2202, grad_norm: 1.1599 2020-10-04 23:15:01,326 - mmaction - INFO - Epoch [104][820/999] lr: 3.906e-01, eta: 1 day, 18:39:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5594, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.1476 2020-10-04 23:15:21,177 - mmaction - INFO - Epoch [104][840/999] lr: 3.906e-01, eta: 1 day, 18:38:52, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3323, top5_acc: 0.5714, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.1683 2020-10-04 23:15:41,124 - mmaction - INFO - Epoch [104][860/999] lr: 3.906e-01, eta: 1 day, 18:38:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5635, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.1506 2020-10-04 23:16:01,057 - mmaction - INFO - Epoch [104][880/999] lr: 3.906e-01, eta: 1 day, 18:38:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3139, top5_acc: 0.5556, loss_cls: 3.2539, loss: 3.2539, grad_norm: 1.1540 2020-10-04 23:16:20,865 - mmaction - INFO - Epoch [104][900/999] lr: 3.906e-01, eta: 1 day, 18:37:50, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3137, top5_acc: 0.5531, loss_cls: 3.2974, loss: 3.2974, grad_norm: 1.1728 2020-10-04 23:16:40,829 - mmaction - INFO - Epoch [104][920/999] lr: 3.906e-01, eta: 1 day, 18:37:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3172, top5_acc: 0.5613, loss_cls: 3.2306, loss: 3.2306, grad_norm: 1.1391 2020-10-04 23:17:00,753 - mmaction - INFO - Epoch [104][940/999] lr: 3.906e-01, eta: 1 day, 18:37:09, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5624, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1635 2020-10-04 23:17:20,653 - mmaction - INFO - Epoch [104][960/999] lr: 3.906e-01, eta: 1 day, 18:36:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5678, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.1691 2020-10-04 23:17:40,554 - mmaction - INFO - Epoch [104][980/999] lr: 3.906e-01, eta: 1 day, 18:36:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3137, top5_acc: 0.5634, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.1569 2020-10-04 23:17:59,483 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-10-04 23:19:12,235 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 23:19:13,811 - mmaction - INFO - top1_acc 0.3828 top5_acc 0.6601 2020-10-04 23:19:13,812 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 23:19:13,900 - mmaction - INFO - mean_acc 0.3811 2020-10-04 23:19:13,900 - mmaction - INFO - Now best checkpoint is epoch_104.pth 2020-10-04 23:19:13,931 - mmaction - INFO - Epoch(val) [104][999] top1_acc: 0.3828, top5_acc: 0.6601, mean_class_accuracy: 0.3811 2020-10-04 23:20:00,990 - mmaction - INFO - Epoch [105][20/999] lr: 3.871e-01, eta: 1 day, 18:36:00, time: 2.351, data_time: 1.250, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5746, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.1593 2020-10-04 23:20:20,653 - mmaction - INFO - Epoch [105][40/999] lr: 3.871e-01, eta: 1 day, 18:35:39, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3182, top5_acc: 0.5663, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.1539 2020-10-04 23:20:40,366 - mmaction - INFO - Epoch [105][60/999] lr: 3.871e-01, eta: 1 day, 18:35:18, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5639, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.1434 2020-10-04 23:21:00,128 - mmaction - INFO - Epoch [105][80/999] lr: 3.871e-01, eta: 1 day, 18:34:57, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3262, top5_acc: 0.5736, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1718 2020-10-04 23:21:20,013 - mmaction - INFO - Epoch [105][100/999] lr: 3.871e-01, eta: 1 day, 18:34:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5738, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.1500 2020-10-04 23:21:39,870 - mmaction - INFO - Epoch [105][120/999] lr: 3.871e-01, eta: 1 day, 18:34:16, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5754, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1902 2020-10-04 23:21:59,701 - mmaction - INFO - Epoch [105][140/999] lr: 3.871e-01, eta: 1 day, 18:33:55, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3121, top5_acc: 0.5553, loss_cls: 3.2623, loss: 3.2623, grad_norm: 1.1498 2020-10-04 23:22:19,675 - mmaction - INFO - Epoch [105][160/999] lr: 3.871e-01, eta: 1 day, 18:33:34, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3197, top5_acc: 0.5615, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.1533 2020-10-04 23:22:39,531 - mmaction - INFO - Epoch [105][180/999] lr: 3.871e-01, eta: 1 day, 18:33:14, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5698, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1554 2020-10-04 23:22:59,451 - mmaction - INFO - Epoch [105][200/999] lr: 3.871e-01, eta: 1 day, 18:32:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5728, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.1552 2020-10-04 23:23:19,357 - mmaction - INFO - Epoch [105][220/999] lr: 3.871e-01, eta: 1 day, 18:32:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5721, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.1578 2020-10-04 23:23:39,343 - mmaction - INFO - Epoch [105][240/999] lr: 3.871e-01, eta: 1 day, 18:32:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3250, top5_acc: 0.5622, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1567 2020-10-04 23:23:59,234 - mmaction - INFO - Epoch [105][260/999] lr: 3.871e-01, eta: 1 day, 18:31:51, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5803, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.1520 2020-10-04 23:24:19,184 - mmaction - INFO - Epoch [105][280/999] lr: 3.871e-01, eta: 1 day, 18:31:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5612, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.1762 2020-10-04 23:24:39,089 - mmaction - INFO - Epoch [105][300/999] lr: 3.871e-01, eta: 1 day, 18:31:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5650, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.1377 2020-10-04 23:24:59,057 - mmaction - INFO - Epoch [105][320/999] lr: 3.871e-01, eta: 1 day, 18:30:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3215, top5_acc: 0.5668, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.1473 2020-10-04 23:25:19,002 - mmaction - INFO - Epoch [105][340/999] lr: 3.871e-01, eta: 1 day, 18:30:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5637, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.1707 2020-10-04 23:25:38,950 - mmaction - INFO - Epoch [105][360/999] lr: 3.871e-01, eta: 1 day, 18:30:08, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3129, top5_acc: 0.5652, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1619 2020-10-04 23:25:58,845 - mmaction - INFO - Epoch [105][380/999] lr: 3.871e-01, eta: 1 day, 18:29:48, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3168, top5_acc: 0.5624, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.1664 2020-10-04 23:26:18,836 - mmaction - INFO - Epoch [105][400/999] lr: 3.871e-01, eta: 1 day, 18:29:27, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3293, top5_acc: 0.5665, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.1549 2020-10-04 23:26:38,630 - mmaction - INFO - Epoch [105][420/999] lr: 3.871e-01, eta: 1 day, 18:29:06, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3220, top5_acc: 0.5676, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1704 2020-10-04 23:26:58,483 - mmaction - INFO - Epoch [105][440/999] lr: 3.871e-01, eta: 1 day, 18:28:46, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3079, top5_acc: 0.5553, loss_cls: 3.2663, loss: 3.2663, grad_norm: 1.1521 2020-10-04 23:27:18,498 - mmaction - INFO - Epoch [105][460/999] lr: 3.871e-01, eta: 1 day, 18:28:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5676, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1489 2020-10-04 23:27:38,451 - mmaction - INFO - Epoch [105][480/999] lr: 3.871e-01, eta: 1 day, 18:28:05, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5565, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.1889 2020-10-04 23:27:58,400 - mmaction - INFO - Epoch [105][500/999] lr: 3.871e-01, eta: 1 day, 18:27:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5605, loss_cls: 3.2326, loss: 3.2326, grad_norm: 1.1577 2020-10-04 23:28:18,272 - mmaction - INFO - Epoch [105][520/999] lr: 3.871e-01, eta: 1 day, 18:27:23, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3285, top5_acc: 0.5669, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.1535 2020-10-04 23:28:38,213 - mmaction - INFO - Epoch [105][540/999] lr: 3.871e-01, eta: 1 day, 18:27:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3109, top5_acc: 0.5527, loss_cls: 3.2635, loss: 3.2635, grad_norm: 1.1589 2020-10-04 23:28:58,179 - mmaction - INFO - Epoch [105][560/999] lr: 3.871e-01, eta: 1 day, 18:26:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3141, top5_acc: 0.5663, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.1497 2020-10-04 23:29:18,060 - mmaction - INFO - Epoch [105][580/999] lr: 3.871e-01, eta: 1 day, 18:26:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1491 2020-10-04 23:29:37,913 - mmaction - INFO - Epoch [105][600/999] lr: 3.871e-01, eta: 1 day, 18:26:01, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3220, top5_acc: 0.5661, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1539 2020-10-04 23:29:57,784 - mmaction - INFO - Epoch [105][620/999] lr: 3.871e-01, eta: 1 day, 18:25:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5747, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1496 2020-10-04 23:30:18,656 - mmaction - INFO - Epoch [105][640/999] lr: 3.871e-01, eta: 1 day, 18:25:21, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.3139, top5_acc: 0.5621, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1733 2020-10-04 23:30:38,524 - mmaction - INFO - Epoch [105][660/999] lr: 3.871e-01, eta: 1 day, 18:25:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5699, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.1585 2020-10-04 23:30:58,507 - mmaction - INFO - Epoch [105][680/999] lr: 3.871e-01, eta: 1 day, 18:24:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5698, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.1492 2020-10-04 23:31:18,383 - mmaction - INFO - Epoch [105][700/999] lr: 3.871e-01, eta: 1 day, 18:24:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3220, top5_acc: 0.5596, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.1570 2020-10-04 23:31:38,358 - mmaction - INFO - Epoch [105][720/999] lr: 3.871e-01, eta: 1 day, 18:23:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3201, top5_acc: 0.5645, loss_cls: 3.2147, loss: 3.2147, grad_norm: 1.1653 2020-10-04 23:31:58,258 - mmaction - INFO - Epoch [105][740/999] lr: 3.871e-01, eta: 1 day, 18:23:38, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3148, top5_acc: 0.5568, loss_cls: 3.2484, loss: 3.2484, grad_norm: 1.1685 2020-10-04 23:32:18,219 - mmaction - INFO - Epoch [105][760/999] lr: 3.871e-01, eta: 1 day, 18:23:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5645, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.1501 2020-10-04 23:32:38,208 - mmaction - INFO - Epoch [105][780/999] lr: 3.871e-01, eta: 1 day, 18:22:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5669, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.1643 2020-10-04 23:32:58,172 - mmaction - INFO - Epoch [105][800/999] lr: 3.871e-01, eta: 1 day, 18:22:36, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5667, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.1605 2020-10-04 23:33:18,134 - mmaction - INFO - Epoch [105][820/999] lr: 3.871e-01, eta: 1 day, 18:22:16, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3128, top5_acc: 0.5612, loss_cls: 3.2306, loss: 3.2306, grad_norm: 1.1807 2020-10-04 23:33:37,960 - mmaction - INFO - Epoch [105][840/999] lr: 3.871e-01, eta: 1 day, 18:21:55, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3146, top5_acc: 0.5591, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.1473 2020-10-04 23:33:57,899 - mmaction - INFO - Epoch [105][860/999] lr: 3.871e-01, eta: 1 day, 18:21:35, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5574, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1500 2020-10-04 23:34:17,764 - mmaction - INFO - Epoch [105][880/999] lr: 3.871e-01, eta: 1 day, 18:21:14, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5703, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.1506 2020-10-04 23:34:37,636 - mmaction - INFO - Epoch [105][900/999] lr: 3.871e-01, eta: 1 day, 18:20:53, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3271, top5_acc: 0.5672, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1587 2020-10-04 23:34:57,594 - mmaction - INFO - Epoch [105][920/999] lr: 3.871e-01, eta: 1 day, 18:20:33, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5695, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.1585 2020-10-04 23:35:17,549 - mmaction - INFO - Epoch [105][940/999] lr: 3.871e-01, eta: 1 day, 18:20:12, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5694, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.1612 2020-10-04 23:35:37,459 - mmaction - INFO - Epoch [105][960/999] lr: 3.871e-01, eta: 1 day, 18:19:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5637, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.1932 2020-10-04 23:35:57,308 - mmaction - INFO - Epoch [105][980/999] lr: 3.871e-01, eta: 1 day, 18:19:31, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5647, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.1702 2020-10-04 23:37:06,615 - mmaction - INFO - Epoch [106][20/999] lr: 3.836e-01, eta: 1 day, 18:19:07, time: 2.502, data_time: 1.247, memory: 8478, top1_acc: 0.3165, top5_acc: 0.5630, loss_cls: 3.2249, loss: 3.2249, grad_norm: 1.1429 2020-10-04 23:37:26,267 - mmaction - INFO - Epoch [106][40/999] lr: 3.836e-01, eta: 1 day, 18:18:46, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.1681 2020-10-04 23:37:46,056 - mmaction - INFO - Epoch [106][60/999] lr: 3.836e-01, eta: 1 day, 18:18:25, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5607, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.1596 2020-10-04 23:38:05,923 - mmaction - INFO - Epoch [106][80/999] lr: 3.836e-01, eta: 1 day, 18:18:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5672, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.1728 2020-10-04 23:38:25,911 - mmaction - INFO - Epoch [106][100/999] lr: 3.836e-01, eta: 1 day, 18:17:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3310, top5_acc: 0.5771, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1561 2020-10-04 23:38:45,755 - mmaction - INFO - Epoch [106][120/999] lr: 3.836e-01, eta: 1 day, 18:17:23, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5617, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.1693 2020-10-04 23:39:05,655 - mmaction - INFO - Epoch [106][140/999] lr: 3.836e-01, eta: 1 day, 18:17:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5785, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1475 2020-10-04 23:39:25,509 - mmaction - INFO - Epoch [106][160/999] lr: 3.836e-01, eta: 1 day, 18:16:42, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3272, top5_acc: 0.5703, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.1766 2020-10-04 23:39:45,515 - mmaction - INFO - Epoch [106][180/999] lr: 3.836e-01, eta: 1 day, 18:16:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3177, top5_acc: 0.5569, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.1491 2020-10-04 23:40:05,349 - mmaction - INFO - Epoch [106][200/999] lr: 3.836e-01, eta: 1 day, 18:16:00, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5651, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.1548 2020-10-04 23:40:25,274 - mmaction - INFO - Epoch [106][220/999] lr: 3.836e-01, eta: 1 day, 18:15:40, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5684, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.1601 2020-10-04 23:40:45,310 - mmaction - INFO - Epoch [106][240/999] lr: 3.836e-01, eta: 1 day, 18:15:19, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5639, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1548 2020-10-04 23:41:05,134 - mmaction - INFO - Epoch [106][260/999] lr: 3.836e-01, eta: 1 day, 18:14:59, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5687, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.1559 2020-10-04 23:41:24,997 - mmaction - INFO - Epoch [106][280/999] lr: 3.836e-01, eta: 1 day, 18:14:38, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5714, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.1791 2020-10-04 23:41:44,873 - mmaction - INFO - Epoch [106][300/999] lr: 3.836e-01, eta: 1 day, 18:14:17, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5723, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.1624 2020-10-04 23:42:04,792 - mmaction - INFO - Epoch [106][320/999] lr: 3.836e-01, eta: 1 day, 18:13:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3202, top5_acc: 0.5746, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.1566 2020-10-04 23:42:24,842 - mmaction - INFO - Epoch [106][340/999] lr: 3.836e-01, eta: 1 day, 18:13:36, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3237, top5_acc: 0.5668, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.1706 2020-10-04 23:42:44,709 - mmaction - INFO - Epoch [106][360/999] lr: 3.836e-01, eta: 1 day, 18:13:16, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5642, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.1613 2020-10-04 23:43:04,641 - mmaction - INFO - Epoch [106][380/999] lr: 3.836e-01, eta: 1 day, 18:12:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3259, top5_acc: 0.5749, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.1516 2020-10-04 23:43:24,484 - mmaction - INFO - Epoch [106][400/999] lr: 3.836e-01, eta: 1 day, 18:12:34, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5659, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.1651 2020-10-04 23:43:44,443 - mmaction - INFO - Epoch [106][420/999] lr: 3.836e-01, eta: 1 day, 18:12:14, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5674, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.1683 2020-10-04 23:44:04,383 - mmaction - INFO - Epoch [106][440/999] lr: 3.836e-01, eta: 1 day, 18:11:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3156, top5_acc: 0.5647, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.1623 2020-10-04 23:44:24,189 - mmaction - INFO - Epoch [106][460/999] lr: 3.836e-01, eta: 1 day, 18:11:32, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.3245, top5_acc: 0.5721, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.1588 2020-10-04 23:44:44,090 - mmaction - INFO - Epoch [106][480/999] lr: 3.836e-01, eta: 1 day, 18:11:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3258, top5_acc: 0.5707, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.1551 2020-10-04 23:45:03,980 - mmaction - INFO - Epoch [106][500/999] lr: 3.836e-01, eta: 1 day, 18:10:51, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5652, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.1636 2020-10-04 23:45:23,891 - mmaction - INFO - Epoch [106][520/999] lr: 3.836e-01, eta: 1 day, 18:10:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3115, top5_acc: 0.5603, loss_cls: 3.2600, loss: 3.2600, grad_norm: 1.1733 2020-10-04 23:45:43,789 - mmaction - INFO - Epoch [106][540/999] lr: 3.836e-01, eta: 1 day, 18:10:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5707, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.1620 2020-10-04 23:46:03,727 - mmaction - INFO - Epoch [106][560/999] lr: 3.836e-01, eta: 1 day, 18:09:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5685, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.1531 2020-10-04 23:46:23,636 - mmaction - INFO - Epoch [106][580/999] lr: 3.836e-01, eta: 1 day, 18:09:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3233, top5_acc: 0.5702, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.1618 2020-10-04 23:46:43,645 - mmaction - INFO - Epoch [106][600/999] lr: 3.836e-01, eta: 1 day, 18:09:08, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3219, top5_acc: 0.5635, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.1640 2020-10-04 23:47:03,500 - mmaction - INFO - Epoch [106][620/999] lr: 3.836e-01, eta: 1 day, 18:08:48, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5634, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.1845 2020-10-04 23:47:23,412 - mmaction - INFO - Epoch [106][640/999] lr: 3.836e-01, eta: 1 day, 18:08:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3307, top5_acc: 0.5758, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.1670 2020-10-04 23:47:43,326 - mmaction - INFO - Epoch [106][660/999] lr: 3.836e-01, eta: 1 day, 18:08:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3263, top5_acc: 0.5639, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1696 2020-10-04 23:48:03,210 - mmaction - INFO - Epoch [106][680/999] lr: 3.836e-01, eta: 1 day, 18:07:46, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3185, top5_acc: 0.5605, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.1716 2020-10-04 23:48:23,142 - mmaction - INFO - Epoch [106][700/999] lr: 3.836e-01, eta: 1 day, 18:07:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5643, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.1723 2020-10-04 23:48:42,960 - mmaction - INFO - Epoch [106][720/999] lr: 3.836e-01, eta: 1 day, 18:07:04, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5583, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.1468 2020-10-04 23:49:02,882 - mmaction - INFO - Epoch [106][740/999] lr: 3.836e-01, eta: 1 day, 18:06:44, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3158, top5_acc: 0.5708, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1626 2020-10-04 23:49:22,757 - mmaction - INFO - Epoch [106][760/999] lr: 3.836e-01, eta: 1 day, 18:06:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3151, top5_acc: 0.5660, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.1604 2020-10-04 23:49:42,594 - mmaction - INFO - Epoch [106][780/999] lr: 3.836e-01, eta: 1 day, 18:06:02, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3193, top5_acc: 0.5573, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.1706 2020-10-04 23:50:02,467 - mmaction - INFO - Epoch [106][800/999] lr: 3.836e-01, eta: 1 day, 18:05:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5651, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.1383 2020-10-04 23:50:22,291 - mmaction - INFO - Epoch [106][820/999] lr: 3.836e-01, eta: 1 day, 18:05:21, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3267, top5_acc: 0.5639, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.1799 2020-10-04 23:50:42,200 - mmaction - INFO - Epoch [106][840/999] lr: 3.836e-01, eta: 1 day, 18:05:00, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3145, top5_acc: 0.5641, loss_cls: 3.2253, loss: 3.2253, grad_norm: 1.1682 2020-10-04 23:51:02,121 - mmaction - INFO - Epoch [106][860/999] lr: 3.836e-01, eta: 1 day, 18:04:40, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3121, top5_acc: 0.5578, loss_cls: 3.2652, loss: 3.2652, grad_norm: 1.1483 2020-10-04 23:51:21,966 - mmaction - INFO - Epoch [106][880/999] lr: 3.836e-01, eta: 1 day, 18:04:19, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5693, loss_cls: 3.2199, loss: 3.2199, grad_norm: 1.1815 2020-10-04 23:51:41,945 - mmaction - INFO - Epoch [106][900/999] lr: 3.836e-01, eta: 1 day, 18:03:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5671, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.1509 2020-10-04 23:52:01,851 - mmaction - INFO - Epoch [106][920/999] lr: 3.836e-01, eta: 1 day, 18:03:38, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5757, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1632 2020-10-04 23:52:21,696 - mmaction - INFO - Epoch [106][940/999] lr: 3.836e-01, eta: 1 day, 18:03:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3125, top5_acc: 0.5577, loss_cls: 3.2516, loss: 3.2516, grad_norm: 1.1629 2020-10-04 23:52:41,569 - mmaction - INFO - Epoch [106][960/999] lr: 3.836e-01, eta: 1 day, 18:02:57, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5702, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1547 2020-10-04 23:53:01,565 - mmaction - INFO - Epoch [106][980/999] lr: 3.836e-01, eta: 1 day, 18:02:36, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3285, top5_acc: 0.5707, loss_cls: 3.1850, loss: 3.1850, grad_norm: 1.1653 2020-10-04 23:54:10,766 - mmaction - INFO - Epoch [107][20/999] lr: 3.800e-01, eta: 1 day, 18:02:12, time: 2.496, data_time: 1.460, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.1645 2020-10-04 23:54:30,459 - mmaction - INFO - Epoch [107][40/999] lr: 3.800e-01, eta: 1 day, 18:01:51, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5647, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.1586 2020-10-04 23:54:50,297 - mmaction - INFO - Epoch [107][60/999] lr: 3.800e-01, eta: 1 day, 18:01:30, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5714, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.1606 2020-10-04 23:55:10,285 - mmaction - INFO - Epoch [107][80/999] lr: 3.800e-01, eta: 1 day, 18:01:10, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5746, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1728 2020-10-04 23:55:30,198 - mmaction - INFO - Epoch [107][100/999] lr: 3.800e-01, eta: 1 day, 18:00:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3259, top5_acc: 0.5701, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.1528 2020-10-04 23:55:50,190 - mmaction - INFO - Epoch [107][120/999] lr: 3.800e-01, eta: 1 day, 18:00:28, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3322, top5_acc: 0.5844, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1705 2020-10-04 23:56:10,064 - mmaction - INFO - Epoch [107][140/999] lr: 3.800e-01, eta: 1 day, 18:00:08, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3193, top5_acc: 0.5672, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.1770 2020-10-04 23:56:29,974 - mmaction - INFO - Epoch [107][160/999] lr: 3.800e-01, eta: 1 day, 17:59:47, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5697, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1660 2020-10-04 23:56:50,044 - mmaction - INFO - Epoch [107][180/999] lr: 3.800e-01, eta: 1 day, 17:59:27, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3159, top5_acc: 0.5693, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.1678 2020-10-04 23:57:09,862 - mmaction - INFO - Epoch [107][200/999] lr: 3.800e-01, eta: 1 day, 17:59:06, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5738, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.1598 2020-10-04 23:57:29,798 - mmaction - INFO - Epoch [107][220/999] lr: 3.800e-01, eta: 1 day, 17:58:45, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3210, top5_acc: 0.5661, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.1561 2020-10-04 23:57:49,711 - mmaction - INFO - Epoch [107][240/999] lr: 3.800e-01, eta: 1 day, 17:58:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5694, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.1552 2020-10-04 23:58:09,607 - mmaction - INFO - Epoch [107][260/999] lr: 3.800e-01, eta: 1 day, 17:58:04, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3187, top5_acc: 0.5725, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.1785 2020-10-04 23:58:29,509 - mmaction - INFO - Epoch [107][280/999] lr: 3.800e-01, eta: 1 day, 17:57:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3159, top5_acc: 0.5694, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.1895 2020-10-04 23:58:49,370 - mmaction - INFO - Epoch [107][300/999] lr: 3.800e-01, eta: 1 day, 17:57:23, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5689, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.1834 2020-10-04 23:59:09,269 - mmaction - INFO - Epoch [107][320/999] lr: 3.800e-01, eta: 1 day, 17:57:02, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3262, top5_acc: 0.5652, loss_cls: 3.2245, loss: 3.2245, grad_norm: 1.1575 2020-10-04 23:59:29,321 - mmaction - INFO - Epoch [107][340/999] lr: 3.800e-01, eta: 1 day, 17:56:42, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3178, top5_acc: 0.5678, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.1670 2020-10-04 23:59:49,161 - mmaction - INFO - Epoch [107][360/999] lr: 3.800e-01, eta: 1 day, 17:56:21, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5689, loss_cls: 3.2089, loss: 3.2089, grad_norm: 1.1571 2020-10-05 00:00:11,449 - mmaction - INFO - Epoch [107][380/999] lr: 3.800e-01, eta: 1 day, 17:56:04, time: 1.114, data_time: 0.002, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5822, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1666 2020-10-05 00:00:31,403 - mmaction - INFO - Epoch [107][400/999] lr: 3.800e-01, eta: 1 day, 17:55:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3255, top5_acc: 0.5701, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.1747 2020-10-05 00:00:51,405 - mmaction - INFO - Epoch [107][420/999] lr: 3.800e-01, eta: 1 day, 17:55:23, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5727, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1629 2020-10-05 00:01:11,257 - mmaction - INFO - Epoch [107][440/999] lr: 3.800e-01, eta: 1 day, 17:55:02, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3290, top5_acc: 0.5763, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1541 2020-10-05 00:01:31,147 - mmaction - INFO - Epoch [107][460/999] lr: 3.800e-01, eta: 1 day, 17:54:42, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5656, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1539 2020-10-05 00:01:50,989 - mmaction - INFO - Epoch [107][480/999] lr: 3.800e-01, eta: 1 day, 17:54:21, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3122, top5_acc: 0.5638, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.1639 2020-10-05 00:02:10,882 - mmaction - INFO - Epoch [107][500/999] lr: 3.800e-01, eta: 1 day, 17:54:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3223, top5_acc: 0.5656, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.1455 2020-10-05 00:02:30,873 - mmaction - INFO - Epoch [107][520/999] lr: 3.800e-01, eta: 1 day, 17:53:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3245, top5_acc: 0.5732, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.1555 2020-10-05 00:02:50,905 - mmaction - INFO - Epoch [107][540/999] lr: 3.800e-01, eta: 1 day, 17:53:19, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3255, top5_acc: 0.5626, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.1772 2020-10-05 00:03:10,803 - mmaction - INFO - Epoch [107][560/999] lr: 3.800e-01, eta: 1 day, 17:52:59, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5590, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.1747 2020-10-05 00:03:30,740 - mmaction - INFO - Epoch [107][580/999] lr: 3.800e-01, eta: 1 day, 17:52:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3184, top5_acc: 0.5737, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.1507 2020-10-05 00:03:50,624 - mmaction - INFO - Epoch [107][600/999] lr: 3.800e-01, eta: 1 day, 17:52:18, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5635, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.1882 2020-10-05 00:04:10,552 - mmaction - INFO - Epoch [107][620/999] lr: 3.800e-01, eta: 1 day, 17:51:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5682, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.1585 2020-10-05 00:04:30,559 - mmaction - INFO - Epoch [107][640/999] lr: 3.800e-01, eta: 1 day, 17:51:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3152, top5_acc: 0.5577, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.1819 2020-10-05 00:04:50,445 - mmaction - INFO - Epoch [107][660/999] lr: 3.800e-01, eta: 1 day, 17:51:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1680 2020-10-05 00:05:10,462 - mmaction - INFO - Epoch [107][680/999] lr: 3.800e-01, eta: 1 day, 17:50:55, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3176, top5_acc: 0.5655, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.1657 2020-10-05 00:05:30,378 - mmaction - INFO - Epoch [107][700/999] lr: 3.800e-01, eta: 1 day, 17:50:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3238, top5_acc: 0.5702, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.1533 2020-10-05 00:05:50,225 - mmaction - INFO - Epoch [107][720/999] lr: 3.800e-01, eta: 1 day, 17:50:14, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5763, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.1723 2020-10-05 00:06:10,169 - mmaction - INFO - Epoch [107][740/999] lr: 3.800e-01, eta: 1 day, 17:49:54, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3150, top5_acc: 0.5634, loss_cls: 3.2175, loss: 3.2175, grad_norm: 1.1793 2020-10-05 00:06:30,084 - mmaction - INFO - Epoch [107][760/999] lr: 3.800e-01, eta: 1 day, 17:49:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5651, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.1662 2020-10-05 00:06:49,976 - mmaction - INFO - Epoch [107][780/999] lr: 3.800e-01, eta: 1 day, 17:49:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3223, top5_acc: 0.5707, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1496 2020-10-05 00:07:09,829 - mmaction - INFO - Epoch [107][800/999] lr: 3.800e-01, eta: 1 day, 17:48:52, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3233, top5_acc: 0.5771, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.1513 2020-10-05 00:07:29,777 - mmaction - INFO - Epoch [107][820/999] lr: 3.800e-01, eta: 1 day, 17:48:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3246, top5_acc: 0.5676, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.1874 2020-10-05 00:07:49,718 - mmaction - INFO - Epoch [107][840/999] lr: 3.800e-01, eta: 1 day, 17:48:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5655, loss_cls: 3.2273, loss: 3.2273, grad_norm: 1.1617 2020-10-05 00:08:09,694 - mmaction - INFO - Epoch [107][860/999] lr: 3.800e-01, eta: 1 day, 17:47:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5699, loss_cls: 3.1970, loss: 3.1970, grad_norm: 1.1595 2020-10-05 00:08:29,590 - mmaction - INFO - Epoch [107][880/999] lr: 3.800e-01, eta: 1 day, 17:47:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3208, top5_acc: 0.5664, loss_cls: 3.2153, loss: 3.2153, grad_norm: 1.1666 2020-10-05 00:08:49,418 - mmaction - INFO - Epoch [107][900/999] lr: 3.800e-01, eta: 1 day, 17:47:09, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3203, top5_acc: 0.5671, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.1677 2020-10-05 00:09:09,394 - mmaction - INFO - Epoch [107][920/999] lr: 3.800e-01, eta: 1 day, 17:46:48, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5763, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.1587 2020-10-05 00:09:29,370 - mmaction - INFO - Epoch [107][940/999] lr: 3.800e-01, eta: 1 day, 17:46:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5690, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1665 2020-10-05 00:09:49,305 - mmaction - INFO - Epoch [107][960/999] lr: 3.800e-01, eta: 1 day, 17:46:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3112, top5_acc: 0.5618, loss_cls: 3.2560, loss: 3.2560, grad_norm: 1.1610 2020-10-05 00:10:09,175 - mmaction - INFO - Epoch [107][980/999] lr: 3.800e-01, eta: 1 day, 17:45:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5682, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.1573 2020-10-05 00:11:22,976 - mmaction - INFO - Epoch [108][20/999] lr: 3.765e-01, eta: 1 day, 17:45:26, time: 2.658, data_time: 1.638, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5736, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1611 2020-10-05 00:11:42,669 - mmaction - INFO - Epoch [108][40/999] lr: 3.765e-01, eta: 1 day, 17:45:05, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5678, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.1644 2020-10-05 00:12:02,447 - mmaction - INFO - Epoch [108][60/999] lr: 3.765e-01, eta: 1 day, 17:44:44, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5865, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.1691 2020-10-05 00:12:22,312 - mmaction - INFO - Epoch [108][80/999] lr: 3.765e-01, eta: 1 day, 17:44:24, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.3283, top5_acc: 0.5789, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.1772 2020-10-05 00:12:42,191 - mmaction - INFO - Epoch [108][100/999] lr: 3.765e-01, eta: 1 day, 17:44:03, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5682, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.1641 2020-10-05 00:13:02,150 - mmaction - INFO - Epoch [108][120/999] lr: 3.765e-01, eta: 1 day, 17:43:43, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3233, top5_acc: 0.5638, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.1660 2020-10-05 00:13:22,129 - mmaction - INFO - Epoch [108][140/999] lr: 3.765e-01, eta: 1 day, 17:43:22, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5796, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.1646 2020-10-05 00:13:41,922 - mmaction - INFO - Epoch [108][160/999] lr: 3.765e-01, eta: 1 day, 17:43:01, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5759, loss_cls: 3.1556, loss: 3.1556, grad_norm: 1.1907 2020-10-05 00:14:01,748 - mmaction - INFO - Epoch [108][180/999] lr: 3.765e-01, eta: 1 day, 17:42:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5768, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.1662 2020-10-05 00:14:21,674 - mmaction - INFO - Epoch [108][200/999] lr: 3.765e-01, eta: 1 day, 17:42:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3219, top5_acc: 0.5693, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.2118 2020-10-05 00:14:41,508 - mmaction - INFO - Epoch [108][220/999] lr: 3.765e-01, eta: 1 day, 17:41:59, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5727, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1617 2020-10-05 00:15:01,389 - mmaction - INFO - Epoch [108][240/999] lr: 3.765e-01, eta: 1 day, 17:41:39, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.1864 2020-10-05 00:15:21,259 - mmaction - INFO - Epoch [108][260/999] lr: 3.765e-01, eta: 1 day, 17:41:18, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.3342, top5_acc: 0.5746, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.1646 2020-10-05 00:15:41,173 - mmaction - INFO - Epoch [108][280/999] lr: 3.765e-01, eta: 1 day, 17:40:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3191, top5_acc: 0.5661, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.1733 2020-10-05 00:16:01,122 - mmaction - INFO - Epoch [108][300/999] lr: 3.765e-01, eta: 1 day, 17:40:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3310, top5_acc: 0.5781, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.1669 2020-10-05 00:16:21,068 - mmaction - INFO - Epoch [108][320/999] lr: 3.765e-01, eta: 1 day, 17:40:16, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5716, loss_cls: 3.1890, loss: 3.1890, grad_norm: 1.1771 2020-10-05 00:16:40,910 - mmaction - INFO - Epoch [108][340/999] lr: 3.765e-01, eta: 1 day, 17:39:56, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5764, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.1443 2020-10-05 00:17:00,878 - mmaction - INFO - Epoch [108][360/999] lr: 3.765e-01, eta: 1 day, 17:39:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5668, loss_cls: 3.1914, loss: 3.1914, grad_norm: 1.1999 2020-10-05 00:17:20,762 - mmaction - INFO - Epoch [108][380/999] lr: 3.765e-01, eta: 1 day, 17:39:15, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3161, top5_acc: 0.5710, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.1567 2020-10-05 00:17:40,660 - mmaction - INFO - Epoch [108][400/999] lr: 3.765e-01, eta: 1 day, 17:38:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3232, top5_acc: 0.5695, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.1571 2020-10-05 00:18:00,611 - mmaction - INFO - Epoch [108][420/999] lr: 3.765e-01, eta: 1 day, 17:38:33, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3233, top5_acc: 0.5659, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.1759 2020-10-05 00:18:20,517 - mmaction - INFO - Epoch [108][440/999] lr: 3.765e-01, eta: 1 day, 17:38:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5716, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1757 2020-10-05 00:18:40,400 - mmaction - INFO - Epoch [108][460/999] lr: 3.765e-01, eta: 1 day, 17:37:52, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3190, top5_acc: 0.5655, loss_cls: 3.2289, loss: 3.2289, grad_norm: 1.1664 2020-10-05 00:19:00,424 - mmaction - INFO - Epoch [108][480/999] lr: 3.765e-01, eta: 1 day, 17:37:32, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.3215, top5_acc: 0.5738, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.1642 2020-10-05 00:19:20,321 - mmaction - INFO - Epoch [108][500/999] lr: 3.765e-01, eta: 1 day, 17:37:11, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5798, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.1787 2020-10-05 00:19:40,234 - mmaction - INFO - Epoch [108][520/999] lr: 3.765e-01, eta: 1 day, 17:36:50, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5641, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.1764 2020-10-05 00:20:00,191 - mmaction - INFO - Epoch [108][540/999] lr: 3.765e-01, eta: 1 day, 17:36:30, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3242, top5_acc: 0.5751, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1517 2020-10-05 00:20:20,131 - mmaction - INFO - Epoch [108][560/999] lr: 3.765e-01, eta: 1 day, 17:36:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3307, top5_acc: 0.5758, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.1970 2020-10-05 00:20:40,183 - mmaction - INFO - Epoch [108][580/999] lr: 3.765e-01, eta: 1 day, 17:35:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3246, top5_acc: 0.5729, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.1779 2020-10-05 00:20:59,964 - mmaction - INFO - Epoch [108][600/999] lr: 3.765e-01, eta: 1 day, 17:35:28, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3227, top5_acc: 0.5691, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1706 2020-10-05 00:21:19,657 - mmaction - INFO - Epoch [108][620/999] lr: 3.765e-01, eta: 1 day, 17:35:07, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.3255, top5_acc: 0.5667, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.1786 2020-10-05 00:21:39,487 - mmaction - INFO - Epoch [108][640/999] lr: 3.765e-01, eta: 1 day, 17:34:47, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5694, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1747 2020-10-05 00:21:59,293 - mmaction - INFO - Epoch [108][660/999] lr: 3.765e-01, eta: 1 day, 17:34:26, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3267, top5_acc: 0.5638, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.1647 2020-10-05 00:22:19,244 - mmaction - INFO - Epoch [108][680/999] lr: 3.765e-01, eta: 1 day, 17:34:05, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3105, top5_acc: 0.5562, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1821 2020-10-05 00:22:39,135 - mmaction - INFO - Epoch [108][700/999] lr: 3.765e-01, eta: 1 day, 17:33:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3224, top5_acc: 0.5671, loss_cls: 3.1970, loss: 3.1970, grad_norm: 1.1488 2020-10-05 00:22:59,059 - mmaction - INFO - Epoch [108][720/999] lr: 3.765e-01, eta: 1 day, 17:33:24, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3340, top5_acc: 0.5785, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.1713 2020-10-05 00:23:19,000 - mmaction - INFO - Epoch [108][740/999] lr: 3.765e-01, eta: 1 day, 17:33:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3355, top5_acc: 0.5840, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.1642 2020-10-05 00:23:38,800 - mmaction - INFO - Epoch [108][760/999] lr: 3.765e-01, eta: 1 day, 17:32:43, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5659, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1775 2020-10-05 00:23:58,561 - mmaction - INFO - Epoch [108][780/999] lr: 3.765e-01, eta: 1 day, 17:32:22, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5738, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.1651 2020-10-05 00:24:18,417 - mmaction - INFO - Epoch [108][800/999] lr: 3.765e-01, eta: 1 day, 17:32:01, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3168, top5_acc: 0.5671, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.1842 2020-10-05 00:24:38,281 - mmaction - INFO - Epoch [108][820/999] lr: 3.765e-01, eta: 1 day, 17:31:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5594, loss_cls: 3.2558, loss: 3.2558, grad_norm: 1.1771 2020-10-05 00:24:58,212 - mmaction - INFO - Epoch [108][840/999] lr: 3.765e-01, eta: 1 day, 17:31:20, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5660, loss_cls: 3.1914, loss: 3.1914, grad_norm: 1.1568 2020-10-05 00:25:18,161 - mmaction - INFO - Epoch [108][860/999] lr: 3.765e-01, eta: 1 day, 17:31:00, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5730, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.1727 2020-10-05 00:25:37,960 - mmaction - INFO - Epoch [108][880/999] lr: 3.765e-01, eta: 1 day, 17:30:39, time: 0.991, data_time: 0.004, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5725, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1712 2020-10-05 00:25:57,908 - mmaction - INFO - Epoch [108][900/999] lr: 3.765e-01, eta: 1 day, 17:30:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3201, top5_acc: 0.5647, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.1683 2020-10-05 00:26:17,754 - mmaction - INFO - Epoch [108][920/999] lr: 3.765e-01, eta: 1 day, 17:29:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5639, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.1711 2020-10-05 00:26:37,598 - mmaction - INFO - Epoch [108][940/999] lr: 3.765e-01, eta: 1 day, 17:29:37, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3224, top5_acc: 0.5660, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.1565 2020-10-05 00:26:57,570 - mmaction - INFO - Epoch [108][960/999] lr: 3.765e-01, eta: 1 day, 17:29:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3178, top5_acc: 0.5656, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.1711 2020-10-05 00:27:17,504 - mmaction - INFO - Epoch [108][980/999] lr: 3.765e-01, eta: 1 day, 17:28:56, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5655, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.1692 2020-10-05 00:28:26,466 - mmaction - INFO - Epoch [109][20/999] lr: 3.729e-01, eta: 1 day, 17:28:31, time: 2.485, data_time: 1.440, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5771, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.1783 2020-10-05 00:28:46,145 - mmaction - INFO - Epoch [109][40/999] lr: 3.729e-01, eta: 1 day, 17:28:10, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.3290, top5_acc: 0.5714, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.1873 2020-10-05 00:29:05,858 - mmaction - INFO - Epoch [109][60/999] lr: 3.729e-01, eta: 1 day, 17:27:49, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3202, top5_acc: 0.5616, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.1778 2020-10-05 00:29:25,669 - mmaction - INFO - Epoch [109][80/999] lr: 3.729e-01, eta: 1 day, 17:27:28, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5772, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.1801 2020-10-05 00:29:45,691 - mmaction - INFO - Epoch [109][100/999] lr: 3.729e-01, eta: 1 day, 17:27:08, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5712, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1811 2020-10-05 00:30:05,624 - mmaction - INFO - Epoch [109][120/999] lr: 3.729e-01, eta: 1 day, 17:26:47, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3288, top5_acc: 0.5738, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.1688 2020-10-05 00:30:26,374 - mmaction - INFO - Epoch [109][140/999] lr: 3.729e-01, eta: 1 day, 17:26:28, time: 1.039, data_time: 0.003, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5669, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1787 2020-10-05 00:30:46,274 - mmaction - INFO - Epoch [109][160/999] lr: 3.729e-01, eta: 1 day, 17:26:07, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3169, top5_acc: 0.5650, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.1803 2020-10-05 00:31:06,083 - mmaction - INFO - Epoch [109][180/999] lr: 3.729e-01, eta: 1 day, 17:25:46, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3253, top5_acc: 0.5642, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.1644 2020-10-05 00:31:25,946 - mmaction - INFO - Epoch [109][200/999] lr: 3.729e-01, eta: 1 day, 17:25:26, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5896, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1937 2020-10-05 00:31:45,821 - mmaction - INFO - Epoch [109][220/999] lr: 3.729e-01, eta: 1 day, 17:25:05, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3173, top5_acc: 0.5635, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.1861 2020-10-05 00:32:05,719 - mmaction - INFO - Epoch [109][240/999] lr: 3.729e-01, eta: 1 day, 17:24:44, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5759, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.1907 2020-10-05 00:32:25,671 - mmaction - INFO - Epoch [109][260/999] lr: 3.729e-01, eta: 1 day, 17:24:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5643, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1601 2020-10-05 00:32:45,503 - mmaction - INFO - Epoch [109][280/999] lr: 3.729e-01, eta: 1 day, 17:24:03, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5818, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1774 2020-10-05 00:33:05,420 - mmaction - INFO - Epoch [109][300/999] lr: 3.729e-01, eta: 1 day, 17:23:43, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5732, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.1755 2020-10-05 00:33:25,345 - mmaction - INFO - Epoch [109][320/999] lr: 3.729e-01, eta: 1 day, 17:23:22, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5684, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.1785 2020-10-05 00:33:45,278 - mmaction - INFO - Epoch [109][340/999] lr: 3.729e-01, eta: 1 day, 17:23:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5697, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.1757 2020-10-05 00:34:05,173 - mmaction - INFO - Epoch [109][360/999] lr: 3.729e-01, eta: 1 day, 17:22:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3259, top5_acc: 0.5699, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.1824 2020-10-05 00:34:25,023 - mmaction - INFO - Epoch [109][380/999] lr: 3.729e-01, eta: 1 day, 17:22:20, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3168, top5_acc: 0.5646, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1664 2020-10-05 00:34:45,001 - mmaction - INFO - Epoch [109][400/999] lr: 3.729e-01, eta: 1 day, 17:22:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5760, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.1783 2020-10-05 00:35:04,932 - mmaction - INFO - Epoch [109][420/999] lr: 3.729e-01, eta: 1 day, 17:21:39, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5677, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.1825 2020-10-05 00:35:24,869 - mmaction - INFO - Epoch [109][440/999] lr: 3.729e-01, eta: 1 day, 17:21:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5734, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.1646 2020-10-05 00:35:44,885 - mmaction - INFO - Epoch [109][460/999] lr: 3.729e-01, eta: 1 day, 17:20:58, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5729, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.1676 2020-10-05 00:36:04,783 - mmaction - INFO - Epoch [109][480/999] lr: 3.729e-01, eta: 1 day, 17:20:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5711, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.1608 2020-10-05 00:36:24,727 - mmaction - INFO - Epoch [109][500/999] lr: 3.729e-01, eta: 1 day, 17:20:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5648, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.1917 2020-10-05 00:36:44,620 - mmaction - INFO - Epoch [109][520/999] lr: 3.729e-01, eta: 1 day, 17:19:56, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3180, top5_acc: 0.5660, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.1721 2020-10-05 00:37:04,593 - mmaction - INFO - Epoch [109][540/999] lr: 3.729e-01, eta: 1 day, 17:19:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3264, top5_acc: 0.5780, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.1931 2020-10-05 00:37:24,479 - mmaction - INFO - Epoch [109][560/999] lr: 3.729e-01, eta: 1 day, 17:19:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3184, top5_acc: 0.5697, loss_cls: 3.2373, loss: 3.2373, grad_norm: 1.1903 2020-10-05 00:37:44,272 - mmaction - INFO - Epoch [109][580/999] lr: 3.729e-01, eta: 1 day, 17:18:54, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3242, top5_acc: 0.5770, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.1645 2020-10-05 00:38:04,158 - mmaction - INFO - Epoch [109][600/999] lr: 3.729e-01, eta: 1 day, 17:18:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5655, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.1557 2020-10-05 00:38:24,040 - mmaction - INFO - Epoch [109][620/999] lr: 3.729e-01, eta: 1 day, 17:18:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3246, top5_acc: 0.5717, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1840 2020-10-05 00:38:43,832 - mmaction - INFO - Epoch [109][640/999] lr: 3.729e-01, eta: 1 day, 17:17:52, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5689, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.1802 2020-10-05 00:39:03,814 - mmaction - INFO - Epoch [109][660/999] lr: 3.729e-01, eta: 1 day, 17:17:32, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5706, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1869 2020-10-05 00:39:23,787 - mmaction - INFO - Epoch [109][680/999] lr: 3.729e-01, eta: 1 day, 17:17:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3329, top5_acc: 0.5695, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.1798 2020-10-05 00:39:43,680 - mmaction - INFO - Epoch [109][700/999] lr: 3.729e-01, eta: 1 day, 17:16:51, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5770, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.1812 2020-10-05 00:40:03,588 - mmaction - INFO - Epoch [109][720/999] lr: 3.729e-01, eta: 1 day, 17:16:30, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3160, top5_acc: 0.5611, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.1935 2020-10-05 00:40:23,559 - mmaction - INFO - Epoch [109][740/999] lr: 3.729e-01, eta: 1 day, 17:16:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3220, top5_acc: 0.5704, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.1716 2020-10-05 00:40:43,361 - mmaction - INFO - Epoch [109][760/999] lr: 3.729e-01, eta: 1 day, 17:15:49, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3216, top5_acc: 0.5647, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.1701 2020-10-05 00:41:03,349 - mmaction - INFO - Epoch [109][780/999] lr: 3.729e-01, eta: 1 day, 17:15:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5697, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.1767 2020-10-05 00:41:23,260 - mmaction - INFO - Epoch [109][800/999] lr: 3.729e-01, eta: 1 day, 17:15:08, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3160, top5_acc: 0.5596, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.1812 2020-10-05 00:41:43,105 - mmaction - INFO - Epoch [109][820/999] lr: 3.729e-01, eta: 1 day, 17:14:47, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3193, top5_acc: 0.5677, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.1532 2020-10-05 00:42:03,092 - mmaction - INFO - Epoch [109][840/999] lr: 3.729e-01, eta: 1 day, 17:14:27, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3116, top5_acc: 0.5647, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.1724 2020-10-05 00:42:22,982 - mmaction - INFO - Epoch [109][860/999] lr: 3.729e-01, eta: 1 day, 17:14:06, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5624, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.1664 2020-10-05 00:42:42,914 - mmaction - INFO - Epoch [109][880/999] lr: 3.729e-01, eta: 1 day, 17:13:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3272, top5_acc: 0.5746, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.1717 2020-10-05 00:43:02,847 - mmaction - INFO - Epoch [109][900/999] lr: 3.729e-01, eta: 1 day, 17:13:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3177, top5_acc: 0.5608, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1959 2020-10-05 00:43:22,702 - mmaction - INFO - Epoch [109][920/999] lr: 3.729e-01, eta: 1 day, 17:13:04, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5724, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1568 2020-10-05 00:43:42,636 - mmaction - INFO - Epoch [109][940/999] lr: 3.729e-01, eta: 1 day, 17:12:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3258, top5_acc: 0.5751, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.1638 2020-10-05 00:44:02,658 - mmaction - INFO - Epoch [109][960/999] lr: 3.729e-01, eta: 1 day, 17:12:23, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3332, top5_acc: 0.5740, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.1850 2020-10-05 00:44:22,598 - mmaction - INFO - Epoch [109][980/999] lr: 3.729e-01, eta: 1 day, 17:12:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5724, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1812 2020-10-05 00:45:31,797 - mmaction - INFO - Epoch [110][20/999] lr: 3.693e-01, eta: 1 day, 17:11:38, time: 2.494, data_time: 1.439, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5659, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1781 2020-10-05 00:45:51,448 - mmaction - INFO - Epoch [110][40/999] lr: 3.693e-01, eta: 1 day, 17:11:17, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5764, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.1780 2020-10-05 00:46:11,237 - mmaction - INFO - Epoch [110][60/999] lr: 3.693e-01, eta: 1 day, 17:10:56, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5717, loss_cls: 3.1716, loss: 3.1716, grad_norm: 1.1770 2020-10-05 00:46:31,141 - mmaction - INFO - Epoch [110][80/999] lr: 3.693e-01, eta: 1 day, 17:10:35, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5790, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.1606 2020-10-05 00:46:50,954 - mmaction - INFO - Epoch [110][100/999] lr: 3.693e-01, eta: 1 day, 17:10:15, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3318, top5_acc: 0.5753, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.1808 2020-10-05 00:47:10,846 - mmaction - INFO - Epoch [110][120/999] lr: 3.693e-01, eta: 1 day, 17:09:54, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3184, top5_acc: 0.5698, loss_cls: 3.1989, loss: 3.1989, grad_norm: 1.1836 2020-10-05 00:47:30,789 - mmaction - INFO - Epoch [110][140/999] lr: 3.693e-01, eta: 1 day, 17:09:33, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5758, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1722 2020-10-05 00:47:50,654 - mmaction - INFO - Epoch [110][160/999] lr: 3.693e-01, eta: 1 day, 17:09:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3253, top5_acc: 0.5801, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1753 2020-10-05 00:48:10,592 - mmaction - INFO - Epoch [110][180/999] lr: 3.693e-01, eta: 1 day, 17:08:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3303, top5_acc: 0.5661, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.1888 2020-10-05 00:48:30,681 - mmaction - INFO - Epoch [110][200/999] lr: 3.693e-01, eta: 1 day, 17:08:32, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.1719 2020-10-05 00:48:50,572 - mmaction - INFO - Epoch [110][220/999] lr: 3.693e-01, eta: 1 day, 17:08:11, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5842, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.1892 2020-10-05 00:49:10,420 - mmaction - INFO - Epoch [110][240/999] lr: 3.693e-01, eta: 1 day, 17:07:51, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3186, top5_acc: 0.5697, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.1819 2020-10-05 00:49:30,393 - mmaction - INFO - Epoch [110][260/999] lr: 3.693e-01, eta: 1 day, 17:07:30, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3099, top5_acc: 0.5629, loss_cls: 3.2293, loss: 3.2293, grad_norm: 1.1730 2020-10-05 00:49:50,308 - mmaction - INFO - Epoch [110][280/999] lr: 3.693e-01, eta: 1 day, 17:07:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3249, top5_acc: 0.5814, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1869 2020-10-05 00:50:10,205 - mmaction - INFO - Epoch [110][300/999] lr: 3.693e-01, eta: 1 day, 17:06:49, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3258, top5_acc: 0.5667, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.1878 2020-10-05 00:50:30,111 - mmaction - INFO - Epoch [110][320/999] lr: 3.693e-01, eta: 1 day, 17:06:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5740, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1855 2020-10-05 00:50:50,001 - mmaction - INFO - Epoch [110][340/999] lr: 3.693e-01, eta: 1 day, 17:06:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3174, top5_acc: 0.5676, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.1915 2020-10-05 00:51:09,890 - mmaction - INFO - Epoch [110][360/999] lr: 3.693e-01, eta: 1 day, 17:05:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5755, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.1578 2020-10-05 00:51:29,763 - mmaction - INFO - Epoch [110][380/999] lr: 3.693e-01, eta: 1 day, 17:05:26, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5754, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1684 2020-10-05 00:51:49,672 - mmaction - INFO - Epoch [110][400/999] lr: 3.693e-01, eta: 1 day, 17:05:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3237, top5_acc: 0.5684, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1708 2020-10-05 00:52:09,548 - mmaction - INFO - Epoch [110][420/999] lr: 3.693e-01, eta: 1 day, 17:04:45, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3198, top5_acc: 0.5669, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.1740 2020-10-05 00:52:29,492 - mmaction - INFO - Epoch [110][440/999] lr: 3.693e-01, eta: 1 day, 17:04:25, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3216, top5_acc: 0.5745, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1808 2020-10-05 00:52:49,280 - mmaction - INFO - Epoch [110][460/999] lr: 3.693e-01, eta: 1 day, 17:04:04, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5749, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.1690 2020-10-05 00:53:09,190 - mmaction - INFO - Epoch [110][480/999] lr: 3.693e-01, eta: 1 day, 17:03:43, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3163, top5_acc: 0.5645, loss_cls: 3.2168, loss: 3.2168, grad_norm: 1.1987 2020-10-05 00:53:29,111 - mmaction - INFO - Epoch [110][500/999] lr: 3.693e-01, eta: 1 day, 17:03:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3232, top5_acc: 0.5693, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.1885 2020-10-05 00:53:49,007 - mmaction - INFO - Epoch [110][520/999] lr: 3.693e-01, eta: 1 day, 17:03:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5738, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.1808 2020-10-05 00:54:08,941 - mmaction - INFO - Epoch [110][540/999] lr: 3.693e-01, eta: 1 day, 17:02:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3262, top5_acc: 0.5734, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1703 2020-10-05 00:54:28,950 - mmaction - INFO - Epoch [110][560/999] lr: 3.693e-01, eta: 1 day, 17:02:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5654, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.1691 2020-10-05 00:54:48,896 - mmaction - INFO - Epoch [110][580/999] lr: 3.693e-01, eta: 1 day, 17:02:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3120, top5_acc: 0.5639, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.1774 2020-10-05 00:55:08,709 - mmaction - INFO - Epoch [110][600/999] lr: 3.693e-01, eta: 1 day, 17:01:40, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5783, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.1679 2020-10-05 00:55:28,481 - mmaction - INFO - Epoch [110][620/999] lr: 3.693e-01, eta: 1 day, 17:01:19, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3208, top5_acc: 0.5690, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1830 2020-10-05 00:55:48,420 - mmaction - INFO - Epoch [110][640/999] lr: 3.693e-01, eta: 1 day, 17:00:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5725, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.1732 2020-10-05 00:56:08,324 - mmaction - INFO - Epoch [110][660/999] lr: 3.693e-01, eta: 1 day, 17:00:38, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3292, top5_acc: 0.5767, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1844 2020-10-05 00:56:28,182 - mmaction - INFO - Epoch [110][680/999] lr: 3.693e-01, eta: 1 day, 17:00:17, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5766, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.1929 2020-10-05 00:56:47,982 - mmaction - INFO - Epoch [110][700/999] lr: 3.693e-01, eta: 1 day, 16:59:57, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3280, top5_acc: 0.5728, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1867 2020-10-05 00:57:07,917 - mmaction - INFO - Epoch [110][720/999] lr: 3.693e-01, eta: 1 day, 16:59:36, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3323, top5_acc: 0.5749, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.1890 2020-10-05 00:57:27,881 - mmaction - INFO - Epoch [110][740/999] lr: 3.693e-01, eta: 1 day, 16:59:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3181, top5_acc: 0.5715, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.1663 2020-10-05 00:57:47,834 - mmaction - INFO - Epoch [110][760/999] lr: 3.693e-01, eta: 1 day, 16:58:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3197, top5_acc: 0.5639, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.1666 2020-10-05 00:58:07,743 - mmaction - INFO - Epoch [110][780/999] lr: 3.693e-01, eta: 1 day, 16:58:34, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5663, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1842 2020-10-05 00:58:27,645 - mmaction - INFO - Epoch [110][800/999] lr: 3.693e-01, eta: 1 day, 16:58:14, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5724, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.1946 2020-10-05 00:58:47,464 - mmaction - INFO - Epoch [110][820/999] lr: 3.693e-01, eta: 1 day, 16:57:53, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3324, top5_acc: 0.5702, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1998 2020-10-05 00:59:07,459 - mmaction - INFO - Epoch [110][840/999] lr: 3.693e-01, eta: 1 day, 16:57:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.1875 2020-10-05 00:59:27,429 - mmaction - INFO - Epoch [110][860/999] lr: 3.693e-01, eta: 1 day, 16:57:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3132, top5_acc: 0.5562, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.1840 2020-10-05 00:59:47,320 - mmaction - INFO - Epoch [110][880/999] lr: 3.693e-01, eta: 1 day, 16:56:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3296, top5_acc: 0.5728, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.1742 2020-10-05 01:00:09,350 - mmaction - INFO - Epoch [110][900/999] lr: 3.693e-01, eta: 1 day, 16:56:34, time: 1.101, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5665, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1761 2020-10-05 01:00:29,269 - mmaction - INFO - Epoch [110][920/999] lr: 3.693e-01, eta: 1 day, 16:56:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5707, loss_cls: 3.1826, loss: 3.1826, grad_norm: 1.1824 2020-10-05 01:00:49,162 - mmaction - INFO - Epoch [110][940/999] lr: 3.693e-01, eta: 1 day, 16:55:53, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3293, top5_acc: 0.5751, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.1614 2020-10-05 01:01:09,008 - mmaction - INFO - Epoch [110][960/999] lr: 3.693e-01, eta: 1 day, 16:55:32, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3307, top5_acc: 0.5738, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.1719 2020-10-05 01:01:28,983 - mmaction - INFO - Epoch [110][980/999] lr: 3.693e-01, eta: 1 day, 16:55:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3271, top5_acc: 0.5691, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.1663 2020-10-05 01:02:43,339 - mmaction - INFO - Epoch [111][20/999] lr: 3.657e-01, eta: 1 day, 16:54:51, time: 2.692, data_time: 1.589, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5733, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.1833 2020-10-05 01:03:03,011 - mmaction - INFO - Epoch [111][40/999] lr: 3.657e-01, eta: 1 day, 16:54:30, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5771, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.2024 2020-10-05 01:03:22,716 - mmaction - INFO - Epoch [111][60/999] lr: 3.657e-01, eta: 1 day, 16:54:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3350, top5_acc: 0.5785, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1765 2020-10-05 01:03:42,614 - mmaction - INFO - Epoch [111][80/999] lr: 3.657e-01, eta: 1 day, 16:53:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5717, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.1728 2020-10-05 01:04:02,563 - mmaction - INFO - Epoch [111][100/999] lr: 3.657e-01, eta: 1 day, 16:53:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3337, top5_acc: 0.5904, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.1877 2020-10-05 01:04:22,588 - mmaction - INFO - Epoch [111][120/999] lr: 3.657e-01, eta: 1 day, 16:53:08, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3207, top5_acc: 0.5727, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.1942 2020-10-05 01:04:42,545 - mmaction - INFO - Epoch [111][140/999] lr: 3.657e-01, eta: 1 day, 16:52:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5729, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.1892 2020-10-05 01:05:02,469 - mmaction - INFO - Epoch [111][160/999] lr: 3.657e-01, eta: 1 day, 16:52:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5783, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.1923 2020-10-05 01:05:22,293 - mmaction - INFO - Epoch [111][180/999] lr: 3.657e-01, eta: 1 day, 16:52:06, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5728, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1726 2020-10-05 01:05:42,195 - mmaction - INFO - Epoch [111][200/999] lr: 3.657e-01, eta: 1 day, 16:51:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3164, top5_acc: 0.5715, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.1731 2020-10-05 01:06:02,123 - mmaction - INFO - Epoch [111][220/999] lr: 3.657e-01, eta: 1 day, 16:51:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3285, top5_acc: 0.5712, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.1791 2020-10-05 01:06:21,969 - mmaction - INFO - Epoch [111][240/999] lr: 3.657e-01, eta: 1 day, 16:51:04, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3293, top5_acc: 0.5792, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1986 2020-10-05 01:06:41,933 - mmaction - INFO - Epoch [111][260/999] lr: 3.657e-01, eta: 1 day, 16:50:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3336, top5_acc: 0.5831, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.1990 2020-10-05 01:07:01,832 - mmaction - INFO - Epoch [111][280/999] lr: 3.657e-01, eta: 1 day, 16:50:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3299, top5_acc: 0.5814, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.2025 2020-10-05 01:07:21,719 - mmaction - INFO - Epoch [111][300/999] lr: 3.657e-01, eta: 1 day, 16:50:03, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5745, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1858 2020-10-05 01:07:41,627 - mmaction - INFO - Epoch [111][320/999] lr: 3.657e-01, eta: 1 day, 16:49:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5736, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.1553 2020-10-05 01:08:01,628 - mmaction - INFO - Epoch [111][340/999] lr: 3.657e-01, eta: 1 day, 16:49:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5807, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.2101 2020-10-05 01:08:21,488 - mmaction - INFO - Epoch [111][360/999] lr: 3.657e-01, eta: 1 day, 16:49:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5629, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.1789 2020-10-05 01:08:41,346 - mmaction - INFO - Epoch [111][380/999] lr: 3.657e-01, eta: 1 day, 16:48:40, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5767, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.1770 2020-10-05 01:09:01,255 - mmaction - INFO - Epoch [111][400/999] lr: 3.657e-01, eta: 1 day, 16:48:20, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5749, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1678 2020-10-05 01:09:21,181 - mmaction - INFO - Epoch [111][420/999] lr: 3.657e-01, eta: 1 day, 16:47:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5746, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.1937 2020-10-05 01:09:40,954 - mmaction - INFO - Epoch [111][440/999] lr: 3.657e-01, eta: 1 day, 16:47:38, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5785, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.1970 2020-10-05 01:10:00,818 - mmaction - INFO - Epoch [111][460/999] lr: 3.657e-01, eta: 1 day, 16:47:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3206, top5_acc: 0.5745, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.2089 2020-10-05 01:10:20,560 - mmaction - INFO - Epoch [111][480/999] lr: 3.657e-01, eta: 1 day, 16:46:57, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5786, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.1748 2020-10-05 01:10:40,462 - mmaction - INFO - Epoch [111][500/999] lr: 3.657e-01, eta: 1 day, 16:46:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3310, top5_acc: 0.5807, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.1924 2020-10-05 01:11:00,376 - mmaction - INFO - Epoch [111][520/999] lr: 3.657e-01, eta: 1 day, 16:46:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5616, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.2022 2020-10-05 01:11:20,290 - mmaction - INFO - Epoch [111][540/999] lr: 3.657e-01, eta: 1 day, 16:45:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3207, top5_acc: 0.5617, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.1932 2020-10-05 01:11:40,146 - mmaction - INFO - Epoch [111][560/999] lr: 3.657e-01, eta: 1 day, 16:45:35, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5714, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1988 2020-10-05 01:12:00,103 - mmaction - INFO - Epoch [111][580/999] lr: 3.657e-01, eta: 1 day, 16:45:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3332, top5_acc: 0.5771, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1817 2020-10-05 01:12:19,912 - mmaction - INFO - Epoch [111][600/999] lr: 3.657e-01, eta: 1 day, 16:44:53, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5680, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1969 2020-10-05 01:12:39,787 - mmaction - INFO - Epoch [111][620/999] lr: 3.657e-01, eta: 1 day, 16:44:33, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3245, top5_acc: 0.5689, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.1800 2020-10-05 01:12:59,743 - mmaction - INFO - Epoch [111][640/999] lr: 3.657e-01, eta: 1 day, 16:44:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5747, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.1903 2020-10-05 01:13:19,654 - mmaction - INFO - Epoch [111][660/999] lr: 3.657e-01, eta: 1 day, 16:43:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5723, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.1861 2020-10-05 01:13:39,521 - mmaction - INFO - Epoch [111][680/999] lr: 3.657e-01, eta: 1 day, 16:43:31, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5872, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1759 2020-10-05 01:13:59,429 - mmaction - INFO - Epoch [111][700/999] lr: 3.657e-01, eta: 1 day, 16:43:10, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5814, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1740 2020-10-05 01:14:19,276 - mmaction - INFO - Epoch [111][720/999] lr: 3.657e-01, eta: 1 day, 16:42:50, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3247, top5_acc: 0.5693, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.1904 2020-10-05 01:14:39,150 - mmaction - INFO - Epoch [111][740/999] lr: 3.657e-01, eta: 1 day, 16:42:29, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3328, top5_acc: 0.5684, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1938 2020-10-05 01:14:59,080 - mmaction - INFO - Epoch [111][760/999] lr: 3.657e-01, eta: 1 day, 16:42:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3352, top5_acc: 0.5741, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.1968 2020-10-05 01:15:19,003 - mmaction - INFO - Epoch [111][780/999] lr: 3.657e-01, eta: 1 day, 16:41:48, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3077, top5_acc: 0.5658, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.1923 2020-10-05 01:15:38,939 - mmaction - INFO - Epoch [111][800/999] lr: 3.657e-01, eta: 1 day, 16:41:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5667, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.1858 2020-10-05 01:15:58,696 - mmaction - INFO - Epoch [111][820/999] lr: 3.657e-01, eta: 1 day, 16:41:07, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5633, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1933 2020-10-05 01:16:18,525 - mmaction - INFO - Epoch [111][840/999] lr: 3.657e-01, eta: 1 day, 16:40:46, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5741, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.1665 2020-10-05 01:16:38,492 - mmaction - INFO - Epoch [111][860/999] lr: 3.657e-01, eta: 1 day, 16:40:26, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5799, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.1994 2020-10-05 01:16:58,332 - mmaction - INFO - Epoch [111][880/999] lr: 3.657e-01, eta: 1 day, 16:40:05, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3259, top5_acc: 0.5695, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1678 2020-10-05 01:17:18,304 - mmaction - INFO - Epoch [111][900/999] lr: 3.657e-01, eta: 1 day, 16:39:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3303, top5_acc: 0.5725, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.1711 2020-10-05 01:17:38,275 - mmaction - INFO - Epoch [111][920/999] lr: 3.657e-01, eta: 1 day, 16:39:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5717, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.1803 2020-10-05 01:17:58,125 - mmaction - INFO - Epoch [111][940/999] lr: 3.657e-01, eta: 1 day, 16:39:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5754, loss_cls: 3.1678, loss: 3.1678, grad_norm: 1.1940 2020-10-05 01:18:17,998 - mmaction - INFO - Epoch [111][960/999] lr: 3.657e-01, eta: 1 day, 16:38:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3225, top5_acc: 0.5664, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1734 2020-10-05 01:18:37,985 - mmaction - INFO - Epoch [111][980/999] lr: 3.657e-01, eta: 1 day, 16:38:22, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3271, top5_acc: 0.5710, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.1884 2020-10-05 01:19:47,672 - mmaction - INFO - Epoch [112][20/999] lr: 3.621e-01, eta: 1 day, 16:37:57, time: 2.530, data_time: 1.526, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5806, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.1843 2020-10-05 01:20:07,406 - mmaction - INFO - Epoch [112][40/999] lr: 3.621e-01, eta: 1 day, 16:37:37, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3312, top5_acc: 0.5819, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.1852 2020-10-05 01:20:27,322 - mmaction - INFO - Epoch [112][60/999] lr: 3.621e-01, eta: 1 day, 16:37:16, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5818, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.1838 2020-10-05 01:20:47,188 - mmaction - INFO - Epoch [112][80/999] lr: 3.621e-01, eta: 1 day, 16:36:55, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3249, top5_acc: 0.5734, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1868 2020-10-05 01:21:07,106 - mmaction - INFO - Epoch [112][100/999] lr: 3.621e-01, eta: 1 day, 16:36:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3259, top5_acc: 0.5758, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.1819 2020-10-05 01:21:26,939 - mmaction - INFO - Epoch [112][120/999] lr: 3.621e-01, eta: 1 day, 16:36:14, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3337, top5_acc: 0.5719, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.1805 2020-10-05 01:21:46,783 - mmaction - INFO - Epoch [112][140/999] lr: 3.621e-01, eta: 1 day, 16:35:54, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5806, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.1775 2020-10-05 01:22:06,620 - mmaction - INFO - Epoch [112][160/999] lr: 3.621e-01, eta: 1 day, 16:35:33, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5844, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.1921 2020-10-05 01:22:26,530 - mmaction - INFO - Epoch [112][180/999] lr: 3.621e-01, eta: 1 day, 16:35:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5801, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.1950 2020-10-05 01:22:46,476 - mmaction - INFO - Epoch [112][200/999] lr: 3.621e-01, eta: 1 day, 16:34:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3359, top5_acc: 0.5848, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1719 2020-10-05 01:23:06,319 - mmaction - INFO - Epoch [112][220/999] lr: 3.621e-01, eta: 1 day, 16:34:31, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5760, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1789 2020-10-05 01:23:26,166 - mmaction - INFO - Epoch [112][240/999] lr: 3.621e-01, eta: 1 day, 16:34:10, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3337, top5_acc: 0.5779, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.2070 2020-10-05 01:23:45,979 - mmaction - INFO - Epoch [112][260/999] lr: 3.621e-01, eta: 1 day, 16:33:50, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3262, top5_acc: 0.5827, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.1864 2020-10-05 01:24:05,857 - mmaction - INFO - Epoch [112][280/999] lr: 3.621e-01, eta: 1 day, 16:33:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5684, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.2023 2020-10-05 01:24:25,808 - mmaction - INFO - Epoch [112][300/999] lr: 3.621e-01, eta: 1 day, 16:33:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5699, loss_cls: 3.1764, loss: 3.1764, grad_norm: 1.1907 2020-10-05 01:24:45,662 - mmaction - INFO - Epoch [112][320/999] lr: 3.621e-01, eta: 1 day, 16:32:48, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3339, top5_acc: 0.5840, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.2013 2020-10-05 01:25:05,559 - mmaction - INFO - Epoch [112][340/999] lr: 3.621e-01, eta: 1 day, 16:32:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3223, top5_acc: 0.5743, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.2003 2020-10-05 01:25:25,512 - mmaction - INFO - Epoch [112][360/999] lr: 3.621e-01, eta: 1 day, 16:32:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3340, top5_acc: 0.5880, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.2121 2020-10-05 01:25:45,408 - mmaction - INFO - Epoch [112][380/999] lr: 3.621e-01, eta: 1 day, 16:31:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3316, top5_acc: 0.5714, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.1929 2020-10-05 01:26:05,287 - mmaction - INFO - Epoch [112][400/999] lr: 3.621e-01, eta: 1 day, 16:31:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3311, top5_acc: 0.5751, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1866 2020-10-05 01:26:25,286 - mmaction - INFO - Epoch [112][420/999] lr: 3.621e-01, eta: 1 day, 16:31:05, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5754, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1714 2020-10-05 01:26:45,150 - mmaction - INFO - Epoch [112][440/999] lr: 3.621e-01, eta: 1 day, 16:30:45, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5672, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.1824 2020-10-05 01:27:05,034 - mmaction - INFO - Epoch [112][460/999] lr: 3.621e-01, eta: 1 day, 16:30:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5699, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.1789 2020-10-05 01:27:24,974 - mmaction - INFO - Epoch [112][480/999] lr: 3.621e-01, eta: 1 day, 16:30:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3299, top5_acc: 0.5678, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1610 2020-10-05 01:27:44,959 - mmaction - INFO - Epoch [112][500/999] lr: 3.621e-01, eta: 1 day, 16:29:43, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5729, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.1902 2020-10-05 01:28:04,856 - mmaction - INFO - Epoch [112][520/999] lr: 3.621e-01, eta: 1 day, 16:29:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5832, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.1765 2020-10-05 01:28:24,892 - mmaction - INFO - Epoch [112][540/999] lr: 3.621e-01, eta: 1 day, 16:29:02, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5807, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.2037 2020-10-05 01:28:44,892 - mmaction - INFO - Epoch [112][560/999] lr: 3.621e-01, eta: 1 day, 16:28:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3117, top5_acc: 0.5596, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.2067 2020-10-05 01:29:04,829 - mmaction - INFO - Epoch [112][580/999] lr: 3.621e-01, eta: 1 day, 16:28:21, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5715, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.1573 2020-10-05 01:29:24,898 - mmaction - INFO - Epoch [112][600/999] lr: 3.621e-01, eta: 1 day, 16:28:01, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5687, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1939 2020-10-05 01:29:44,738 - mmaction - INFO - Epoch [112][620/999] lr: 3.621e-01, eta: 1 day, 16:27:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5654, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.1791 2020-10-05 01:30:04,758 - mmaction - INFO - Epoch [112][640/999] lr: 3.621e-01, eta: 1 day, 16:27:20, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5786, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.1713 2020-10-05 01:30:25,554 - mmaction - INFO - Epoch [112][660/999] lr: 3.621e-01, eta: 1 day, 16:27:00, time: 1.037, data_time: 0.002, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5728, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.1902 2020-10-05 01:30:45,436 - mmaction - INFO - Epoch [112][680/999] lr: 3.621e-01, eta: 1 day, 16:26:39, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5725, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1829 2020-10-05 01:31:05,357 - mmaction - INFO - Epoch [112][700/999] lr: 3.621e-01, eta: 1 day, 16:26:19, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5724, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.2071 2020-10-05 01:31:25,211 - mmaction - INFO - Epoch [112][720/999] lr: 3.621e-01, eta: 1 day, 16:25:58, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5773, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.1700 2020-10-05 01:31:45,209 - mmaction - INFO - Epoch [112][740/999] lr: 3.621e-01, eta: 1 day, 16:25:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5755, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1803 2020-10-05 01:32:05,109 - mmaction - INFO - Epoch [112][760/999] lr: 3.621e-01, eta: 1 day, 16:25:17, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5733, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.1845 2020-10-05 01:32:24,977 - mmaction - INFO - Epoch [112][780/999] lr: 3.621e-01, eta: 1 day, 16:24:57, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5725, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1998 2020-10-05 01:32:44,884 - mmaction - INFO - Epoch [112][800/999] lr: 3.621e-01, eta: 1 day, 16:24:36, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5720, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.1791 2020-10-05 01:33:04,833 - mmaction - INFO - Epoch [112][820/999] lr: 3.621e-01, eta: 1 day, 16:24:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5760, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.2035 2020-10-05 01:33:24,612 - mmaction - INFO - Epoch [112][840/999] lr: 3.621e-01, eta: 1 day, 16:23:55, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.3167, top5_acc: 0.5732, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1973 2020-10-05 01:33:44,495 - mmaction - INFO - Epoch [112][860/999] lr: 3.621e-01, eta: 1 day, 16:23:34, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5824, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.1706 2020-10-05 01:34:04,412 - mmaction - INFO - Epoch [112][880/999] lr: 3.621e-01, eta: 1 day, 16:23:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3201, top5_acc: 0.5715, loss_cls: 3.1914, loss: 3.1914, grad_norm: 1.1982 2020-10-05 01:34:24,363 - mmaction - INFO - Epoch [112][900/999] lr: 3.621e-01, eta: 1 day, 16:22:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5734, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.1890 2020-10-05 01:34:44,364 - mmaction - INFO - Epoch [112][920/999] lr: 3.621e-01, eta: 1 day, 16:22:33, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5723, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1989 2020-10-05 01:35:04,279 - mmaction - INFO - Epoch [112][940/999] lr: 3.621e-01, eta: 1 day, 16:22:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5714, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.1922 2020-10-05 01:35:24,236 - mmaction - INFO - Epoch [112][960/999] lr: 3.621e-01, eta: 1 day, 16:21:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3135, top5_acc: 0.5698, loss_cls: 3.2105, loss: 3.2105, grad_norm: 1.1912 2020-10-05 01:35:44,053 - mmaction - INFO - Epoch [112][980/999] lr: 3.621e-01, eta: 1 day, 16:21:31, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3207, top5_acc: 0.5698, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1643 2020-10-05 01:36:03,369 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-10-05 01:37:16,495 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 01:37:18,070 - mmaction - INFO - top1_acc 0.3661 top5_acc 0.6393 2020-10-05 01:37:18,070 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 01:37:18,159 - mmaction - INFO - mean_acc 0.3650 2020-10-05 01:37:18,171 - mmaction - INFO - Epoch(val) [112][999] top1_acc: 0.3661, top5_acc: 0.6393, mean_class_accuracy: 0.3650 2020-10-05 01:38:05,471 - mmaction - INFO - Epoch [113][20/999] lr: 3.585e-01, eta: 1 day, 16:21:02, time: 2.361, data_time: 1.317, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5732, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1740 2020-10-05 01:38:25,111 - mmaction - INFO - Epoch [113][40/999] lr: 3.585e-01, eta: 1 day, 16:20:41, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5854, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.1886 2020-10-05 01:38:44,826 - mmaction - INFO - Epoch [113][60/999] lr: 3.585e-01, eta: 1 day, 16:20:20, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5908, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1876 2020-10-05 01:39:04,646 - mmaction - INFO - Epoch [113][80/999] lr: 3.585e-01, eta: 1 day, 16:19:59, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5738, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.2116 2020-10-05 01:39:24,482 - mmaction - INFO - Epoch [113][100/999] lr: 3.585e-01, eta: 1 day, 16:19:39, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3271, top5_acc: 0.5730, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.2022 2020-10-05 01:39:44,291 - mmaction - INFO - Epoch [113][120/999] lr: 3.585e-01, eta: 1 day, 16:19:18, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5807, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.2033 2020-10-05 01:40:04,267 - mmaction - INFO - Epoch [113][140/999] lr: 3.585e-01, eta: 1 day, 16:18:57, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3292, top5_acc: 0.5768, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.1975 2020-10-05 01:40:24,121 - mmaction - INFO - Epoch [113][160/999] lr: 3.585e-01, eta: 1 day, 16:18:37, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3370, top5_acc: 0.5836, loss_cls: 3.1145, loss: 3.1145, grad_norm: 1.1966 2020-10-05 01:40:43,904 - mmaction - INFO - Epoch [113][180/999] lr: 3.585e-01, eta: 1 day, 16:18:16, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3306, top5_acc: 0.5740, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.1698 2020-10-05 01:41:03,825 - mmaction - INFO - Epoch [113][200/999] lr: 3.585e-01, eta: 1 day, 16:17:55, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5842, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1844 2020-10-05 01:41:23,748 - mmaction - INFO - Epoch [113][220/999] lr: 3.585e-01, eta: 1 day, 16:17:35, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3345, top5_acc: 0.5879, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1851 2020-10-05 01:41:43,742 - mmaction - INFO - Epoch [113][240/999] lr: 3.585e-01, eta: 1 day, 16:17:14, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5872, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.2019 2020-10-05 01:42:03,642 - mmaction - INFO - Epoch [113][260/999] lr: 3.585e-01, eta: 1 day, 16:16:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3296, top5_acc: 0.5759, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.1798 2020-10-05 01:42:23,542 - mmaction - INFO - Epoch [113][280/999] lr: 3.585e-01, eta: 1 day, 16:16:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3292, top5_acc: 0.5883, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.1822 2020-10-05 01:42:43,471 - mmaction - INFO - Epoch [113][300/999] lr: 3.585e-01, eta: 1 day, 16:16:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5743, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.1909 2020-10-05 01:43:03,361 - mmaction - INFO - Epoch [113][320/999] lr: 3.585e-01, eta: 1 day, 16:15:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5818, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.2020 2020-10-05 01:43:23,314 - mmaction - INFO - Epoch [113][340/999] lr: 3.585e-01, eta: 1 day, 16:15:32, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3237, top5_acc: 0.5686, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.2155 2020-10-05 01:43:43,263 - mmaction - INFO - Epoch [113][360/999] lr: 3.585e-01, eta: 1 day, 16:15:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3337, top5_acc: 0.5766, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.1990 2020-10-05 01:44:03,167 - mmaction - INFO - Epoch [113][380/999] lr: 3.585e-01, eta: 1 day, 16:14:51, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5801, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.1879 2020-10-05 01:44:23,157 - mmaction - INFO - Epoch [113][400/999] lr: 3.585e-01, eta: 1 day, 16:14:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3199, top5_acc: 0.5777, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.1952 2020-10-05 01:44:43,065 - mmaction - INFO - Epoch [113][420/999] lr: 3.585e-01, eta: 1 day, 16:14:10, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3324, top5_acc: 0.5780, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1993 2020-10-05 01:45:03,064 - mmaction - INFO - Epoch [113][440/999] lr: 3.585e-01, eta: 1 day, 16:13:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3313, top5_acc: 0.5725, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.2053 2020-10-05 01:45:22,965 - mmaction - INFO - Epoch [113][460/999] lr: 3.585e-01, eta: 1 day, 16:13:29, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3280, top5_acc: 0.5757, loss_cls: 3.1914, loss: 3.1914, grad_norm: 1.1784 2020-10-05 01:45:42,872 - mmaction - INFO - Epoch [113][480/999] lr: 3.585e-01, eta: 1 day, 16:13:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3246, top5_acc: 0.5771, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1963 2020-10-05 01:46:02,754 - mmaction - INFO - Epoch [113][500/999] lr: 3.585e-01, eta: 1 day, 16:12:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3260, top5_acc: 0.5751, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1888 2020-10-05 01:46:22,702 - mmaction - INFO - Epoch [113][520/999] lr: 3.585e-01, eta: 1 day, 16:12:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3400, top5_acc: 0.5891, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.1844 2020-10-05 01:46:42,699 - mmaction - INFO - Epoch [113][540/999] lr: 3.585e-01, eta: 1 day, 16:12:06, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5706, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.2175 2020-10-05 01:47:02,564 - mmaction - INFO - Epoch [113][560/999] lr: 3.585e-01, eta: 1 day, 16:11:46, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3272, top5_acc: 0.5751, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.1962 2020-10-05 01:47:22,511 - mmaction - INFO - Epoch [113][580/999] lr: 3.585e-01, eta: 1 day, 16:11:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3374, top5_acc: 0.5751, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.1950 2020-10-05 01:47:42,518 - mmaction - INFO - Epoch [113][600/999] lr: 3.585e-01, eta: 1 day, 16:11:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5850, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1894 2020-10-05 01:48:02,437 - mmaction - INFO - Epoch [113][620/999] lr: 3.585e-01, eta: 1 day, 16:10:44, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5764, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.2134 2020-10-05 01:48:22,401 - mmaction - INFO - Epoch [113][640/999] lr: 3.585e-01, eta: 1 day, 16:10:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3263, top5_acc: 0.5717, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.2052 2020-10-05 01:48:42,296 - mmaction - INFO - Epoch [113][660/999] lr: 3.585e-01, eta: 1 day, 16:10:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3327, top5_acc: 0.5758, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.2017 2020-10-05 01:49:02,230 - mmaction - INFO - Epoch [113][680/999] lr: 3.585e-01, eta: 1 day, 16:09:43, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5771, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1994 2020-10-05 01:49:22,168 - mmaction - INFO - Epoch [113][700/999] lr: 3.585e-01, eta: 1 day, 16:09:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.1753 2020-10-05 01:49:42,130 - mmaction - INFO - Epoch [113][720/999] lr: 3.585e-01, eta: 1 day, 16:09:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5751, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.2027 2020-10-05 01:50:02,006 - mmaction - INFO - Epoch [113][740/999] lr: 3.585e-01, eta: 1 day, 16:08:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5747, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.1911 2020-10-05 01:50:21,937 - mmaction - INFO - Epoch [113][760/999] lr: 3.585e-01, eta: 1 day, 16:08:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5730, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.1870 2020-10-05 01:50:41,826 - mmaction - INFO - Epoch [113][780/999] lr: 3.585e-01, eta: 1 day, 16:08:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3290, top5_acc: 0.5685, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.2019 2020-10-05 01:51:01,782 - mmaction - INFO - Epoch [113][800/999] lr: 3.585e-01, eta: 1 day, 16:07:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3426, top5_acc: 0.5837, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1884 2020-10-05 01:51:21,805 - mmaction - INFO - Epoch [113][820/999] lr: 3.585e-01, eta: 1 day, 16:07:19, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3195, top5_acc: 0.5712, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.2016 2020-10-05 01:51:41,733 - mmaction - INFO - Epoch [113][840/999] lr: 3.585e-01, eta: 1 day, 16:06:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3312, top5_acc: 0.5753, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.1998 2020-10-05 01:52:01,696 - mmaction - INFO - Epoch [113][860/999] lr: 3.585e-01, eta: 1 day, 16:06:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3230, top5_acc: 0.5663, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.1845 2020-10-05 01:52:21,513 - mmaction - INFO - Epoch [113][880/999] lr: 3.585e-01, eta: 1 day, 16:06:17, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3250, top5_acc: 0.5771, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1962 2020-10-05 01:52:41,402 - mmaction - INFO - Epoch [113][900/999] lr: 3.585e-01, eta: 1 day, 16:05:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3309, top5_acc: 0.5737, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.1907 2020-10-05 01:53:01,371 - mmaction - INFO - Epoch [113][920/999] lr: 3.585e-01, eta: 1 day, 16:05:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5736, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.1857 2020-10-05 01:53:21,262 - mmaction - INFO - Epoch [113][940/999] lr: 3.585e-01, eta: 1 day, 16:05:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5648, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.2053 2020-10-05 01:53:41,140 - mmaction - INFO - Epoch [113][960/999] lr: 3.585e-01, eta: 1 day, 16:04:55, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5712, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.2110 2020-10-05 01:54:01,006 - mmaction - INFO - Epoch [113][980/999] lr: 3.585e-01, eta: 1 day, 16:04:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3126, top5_acc: 0.5695, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.2112 2020-10-05 01:55:10,324 - mmaction - INFO - Epoch [114][20/999] lr: 3.549e-01, eta: 1 day, 16:04:09, time: 2.506, data_time: 1.510, memory: 8478, top1_acc: 0.3335, top5_acc: 0.5803, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.2077 2020-10-05 01:55:30,020 - mmaction - INFO - Epoch [114][40/999] lr: 3.549e-01, eta: 1 day, 16:03:48, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3232, top5_acc: 0.5747, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.1977 2020-10-05 01:55:49,853 - mmaction - INFO - Epoch [114][60/999] lr: 3.549e-01, eta: 1 day, 16:03:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5810, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.2107 2020-10-05 01:56:09,740 - mmaction - INFO - Epoch [114][80/999] lr: 3.549e-01, eta: 1 day, 16:03:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3309, top5_acc: 0.5704, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1968 2020-10-05 01:56:29,667 - mmaction - INFO - Epoch [114][100/999] lr: 3.549e-01, eta: 1 day, 16:02:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5767, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.2108 2020-10-05 01:56:49,609 - mmaction - INFO - Epoch [114][120/999] lr: 3.549e-01, eta: 1 day, 16:02:25, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5775, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.1925 2020-10-05 01:57:09,423 - mmaction - INFO - Epoch [114][140/999] lr: 3.549e-01, eta: 1 day, 16:02:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5788, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.1951 2020-10-05 01:57:29,355 - mmaction - INFO - Epoch [114][160/999] lr: 3.549e-01, eta: 1 day, 16:01:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5779, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.2000 2020-10-05 01:57:49,253 - mmaction - INFO - Epoch [114][180/999] lr: 3.549e-01, eta: 1 day, 16:01:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5773, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.1928 2020-10-05 01:58:09,092 - mmaction - INFO - Epoch [114][200/999] lr: 3.549e-01, eta: 1 day, 16:01:03, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5829, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.1903 2020-10-05 01:58:29,004 - mmaction - INFO - Epoch [114][220/999] lr: 3.549e-01, eta: 1 day, 16:00:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5763, loss_cls: 3.1638, loss: 3.1638, grad_norm: 1.2129 2020-10-05 01:58:48,892 - mmaction - INFO - Epoch [114][240/999] lr: 3.549e-01, eta: 1 day, 16:00:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3293, top5_acc: 0.5785, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.1730 2020-10-05 01:59:08,757 - mmaction - INFO - Epoch [114][260/999] lr: 3.549e-01, eta: 1 day, 16:00:01, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3283, top5_acc: 0.5749, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1990 2020-10-05 01:59:28,638 - mmaction - INFO - Epoch [114][280/999] lr: 3.549e-01, eta: 1 day, 15:59:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5738, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.1884 2020-10-05 01:59:48,602 - mmaction - INFO - Epoch [114][300/999] lr: 3.549e-01, eta: 1 day, 15:59:20, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3318, top5_acc: 0.5711, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.2165 2020-10-05 02:00:10,438 - mmaction - INFO - Epoch [114][320/999] lr: 3.549e-01, eta: 1 day, 15:59:02, time: 1.091, data_time: 0.002, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5721, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.1857 2020-10-05 02:00:30,331 - mmaction - INFO - Epoch [114][340/999] lr: 3.549e-01, eta: 1 day, 15:58:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3212, top5_acc: 0.5790, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.1968 2020-10-05 02:00:50,240 - mmaction - INFO - Epoch [114][360/999] lr: 3.549e-01, eta: 1 day, 15:58:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3263, top5_acc: 0.5708, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.2231 2020-10-05 02:01:10,162 - mmaction - INFO - Epoch [114][380/999] lr: 3.549e-01, eta: 1 day, 15:58:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5796, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.2059 2020-10-05 02:01:30,083 - mmaction - INFO - Epoch [114][400/999] lr: 3.549e-01, eta: 1 day, 15:57:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3242, top5_acc: 0.5732, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.1967 2020-10-05 02:01:49,923 - mmaction - INFO - Epoch [114][420/999] lr: 3.549e-01, eta: 1 day, 15:57:19, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3323, top5_acc: 0.5707, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.1980 2020-10-05 02:02:09,778 - mmaction - INFO - Epoch [114][440/999] lr: 3.549e-01, eta: 1 day, 15:56:59, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3316, top5_acc: 0.5773, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1957 2020-10-05 02:02:29,676 - mmaction - INFO - Epoch [114][460/999] lr: 3.549e-01, eta: 1 day, 15:56:38, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3216, top5_acc: 0.5655, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.1918 2020-10-05 02:02:49,645 - mmaction - INFO - Epoch [114][480/999] lr: 3.549e-01, eta: 1 day, 15:56:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3324, top5_acc: 0.5840, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1773 2020-10-05 02:03:09,512 - mmaction - INFO - Epoch [114][500/999] lr: 3.549e-01, eta: 1 day, 15:55:57, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5715, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.2174 2020-10-05 02:03:29,444 - mmaction - INFO - Epoch [114][520/999] lr: 3.549e-01, eta: 1 day, 15:55:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5775, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1933 2020-10-05 02:03:49,340 - mmaction - INFO - Epoch [114][540/999] lr: 3.549e-01, eta: 1 day, 15:55:16, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5779, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.1933 2020-10-05 02:04:09,265 - mmaction - INFO - Epoch [114][560/999] lr: 3.549e-01, eta: 1 day, 15:54:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3350, top5_acc: 0.5801, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.2037 2020-10-05 02:04:29,173 - mmaction - INFO - Epoch [114][580/999] lr: 3.549e-01, eta: 1 day, 15:54:35, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3362, top5_acc: 0.5725, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.1961 2020-10-05 02:04:49,129 - mmaction - INFO - Epoch [114][600/999] lr: 3.549e-01, eta: 1 day, 15:54:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5762, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.1983 2020-10-05 02:05:09,007 - mmaction - INFO - Epoch [114][620/999] lr: 3.549e-01, eta: 1 day, 15:53:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3208, top5_acc: 0.5681, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.2069 2020-10-05 02:05:28,874 - mmaction - INFO - Epoch [114][640/999] lr: 3.549e-01, eta: 1 day, 15:53:33, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3247, top5_acc: 0.5730, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.1778 2020-10-05 02:05:48,799 - mmaction - INFO - Epoch [114][660/999] lr: 3.549e-01, eta: 1 day, 15:53:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3263, top5_acc: 0.5760, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.1875 2020-10-05 02:06:08,708 - mmaction - INFO - Epoch [114][680/999] lr: 3.549e-01, eta: 1 day, 15:52:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3349, top5_acc: 0.5792, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.1876 2020-10-05 02:06:28,546 - mmaction - INFO - Epoch [114][700/999] lr: 3.549e-01, eta: 1 day, 15:52:31, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5732, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.2125 2020-10-05 02:06:48,335 - mmaction - INFO - Epoch [114][720/999] lr: 3.549e-01, eta: 1 day, 15:52:11, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5775, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.2034 2020-10-05 02:07:08,358 - mmaction - INFO - Epoch [114][740/999] lr: 3.549e-01, eta: 1 day, 15:51:50, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3246, top5_acc: 0.5669, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.2044 2020-10-05 02:07:28,263 - mmaction - INFO - Epoch [114][760/999] lr: 3.549e-01, eta: 1 day, 15:51:30, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3348, top5_acc: 0.5771, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.1985 2020-10-05 02:07:48,142 - mmaction - INFO - Epoch [114][780/999] lr: 3.549e-01, eta: 1 day, 15:51:09, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5770, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.1951 2020-10-05 02:08:08,112 - mmaction - INFO - Epoch [114][800/999] lr: 3.549e-01, eta: 1 day, 15:50:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5784, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1832 2020-10-05 02:08:27,986 - mmaction - INFO - Epoch [114][820/999] lr: 3.549e-01, eta: 1 day, 15:50:28, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3288, top5_acc: 0.5768, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.2227 2020-10-05 02:08:48,022 - mmaction - INFO - Epoch [114][840/999] lr: 3.549e-01, eta: 1 day, 15:50:08, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3349, top5_acc: 0.5807, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1789 2020-10-05 02:09:07,926 - mmaction - INFO - Epoch [114][860/999] lr: 3.549e-01, eta: 1 day, 15:49:47, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3339, top5_acc: 0.5742, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.1971 2020-10-05 02:09:27,852 - mmaction - INFO - Epoch [114][880/999] lr: 3.549e-01, eta: 1 day, 15:49:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3249, top5_acc: 0.5681, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.2022 2020-10-05 02:09:47,695 - mmaction - INFO - Epoch [114][900/999] lr: 3.549e-01, eta: 1 day, 15:49:06, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3342, top5_acc: 0.5768, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.2135 2020-10-05 02:10:07,626 - mmaction - INFO - Epoch [114][920/999] lr: 3.549e-01, eta: 1 day, 15:48:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3267, top5_acc: 0.5759, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.2203 2020-10-05 02:10:27,454 - mmaction - INFO - Epoch [114][940/999] lr: 3.549e-01, eta: 1 day, 15:48:25, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5751, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1944 2020-10-05 02:10:47,368 - mmaction - INFO - Epoch [114][960/999] lr: 3.549e-01, eta: 1 day, 15:48:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3233, top5_acc: 0.5776, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1960 2020-10-05 02:11:07,189 - mmaction - INFO - Epoch [114][980/999] lr: 3.549e-01, eta: 1 day, 15:47:43, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3329, top5_acc: 0.5655, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.2009 2020-10-05 02:12:21,761 - mmaction - INFO - Epoch [115][20/999] lr: 3.513e-01, eta: 1 day, 15:47:22, time: 2.691, data_time: 1.595, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5711, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1833 2020-10-05 02:12:41,386 - mmaction - INFO - Epoch [115][40/999] lr: 3.513e-01, eta: 1 day, 15:47:01, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5772, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1887 2020-10-05 02:13:01,097 - mmaction - INFO - Epoch [115][60/999] lr: 3.513e-01, eta: 1 day, 15:46:40, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5793, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.2148 2020-10-05 02:13:21,030 - mmaction - INFO - Epoch [115][80/999] lr: 3.513e-01, eta: 1 day, 15:46:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5910, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1940 2020-10-05 02:13:40,901 - mmaction - INFO - Epoch [115][100/999] lr: 3.513e-01, eta: 1 day, 15:45:59, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3318, top5_acc: 0.5803, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.2065 2020-10-05 02:14:00,744 - mmaction - INFO - Epoch [115][120/999] lr: 3.513e-01, eta: 1 day, 15:45:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3324, top5_acc: 0.5818, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.2020 2020-10-05 02:14:20,655 - mmaction - INFO - Epoch [115][140/999] lr: 3.513e-01, eta: 1 day, 15:45:18, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3299, top5_acc: 0.5793, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1991 2020-10-05 02:14:40,612 - mmaction - INFO - Epoch [115][160/999] lr: 3.513e-01, eta: 1 day, 15:44:57, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.1980 2020-10-05 02:15:00,500 - mmaction - INFO - Epoch [115][180/999] lr: 3.513e-01, eta: 1 day, 15:44:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5824, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.1941 2020-10-05 02:15:20,492 - mmaction - INFO - Epoch [115][200/999] lr: 3.513e-01, eta: 1 day, 15:44:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5806, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.2023 2020-10-05 02:15:40,327 - mmaction - INFO - Epoch [115][220/999] lr: 3.513e-01, eta: 1 day, 15:43:56, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3217, top5_acc: 0.5740, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.2080 2020-10-05 02:16:00,310 - mmaction - INFO - Epoch [115][240/999] lr: 3.513e-01, eta: 1 day, 15:43:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3335, top5_acc: 0.5740, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.2030 2020-10-05 02:16:20,234 - mmaction - INFO - Epoch [115][260/999] lr: 3.513e-01, eta: 1 day, 15:43:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3430, top5_acc: 0.5857, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1883 2020-10-05 02:16:40,240 - mmaction - INFO - Epoch [115][280/999] lr: 3.513e-01, eta: 1 day, 15:42:54, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3341, top5_acc: 0.5839, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.1943 2020-10-05 02:17:00,240 - mmaction - INFO - Epoch [115][300/999] lr: 3.513e-01, eta: 1 day, 15:42:34, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5819, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.2161 2020-10-05 02:17:20,168 - mmaction - INFO - Epoch [115][320/999] lr: 3.513e-01, eta: 1 day, 15:42:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3368, top5_acc: 0.5846, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.2169 2020-10-05 02:17:40,088 - mmaction - INFO - Epoch [115][340/999] lr: 3.513e-01, eta: 1 day, 15:41:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3327, top5_acc: 0.5835, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1957 2020-10-05 02:17:59,960 - mmaction - INFO - Epoch [115][360/999] lr: 3.513e-01, eta: 1 day, 15:41:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5772, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.2096 2020-10-05 02:18:19,915 - mmaction - INFO - Epoch [115][380/999] lr: 3.513e-01, eta: 1 day, 15:41:12, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3310, top5_acc: 0.5790, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.2117 2020-10-05 02:18:39,741 - mmaction - INFO - Epoch [115][400/999] lr: 3.513e-01, eta: 1 day, 15:40:51, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5789, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.2119 2020-10-05 02:18:59,618 - mmaction - INFO - Epoch [115][420/999] lr: 3.513e-01, eta: 1 day, 15:40:30, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5766, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1914 2020-10-05 02:19:19,617 - mmaction - INFO - Epoch [115][440/999] lr: 3.513e-01, eta: 1 day, 15:40:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3311, top5_acc: 0.5853, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.2186 2020-10-05 02:19:39,492 - mmaction - INFO - Epoch [115][460/999] lr: 3.513e-01, eta: 1 day, 15:39:49, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5799, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.1944 2020-10-05 02:19:59,397 - mmaction - INFO - Epoch [115][480/999] lr: 3.513e-01, eta: 1 day, 15:39:29, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5794, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.1990 2020-10-05 02:20:19,346 - mmaction - INFO - Epoch [115][500/999] lr: 3.513e-01, eta: 1 day, 15:39:08, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5845, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.2025 2020-10-05 02:20:39,270 - mmaction - INFO - Epoch [115][520/999] lr: 3.513e-01, eta: 1 day, 15:38:48, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5717, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.2012 2020-10-05 02:20:59,195 - mmaction - INFO - Epoch [115][540/999] lr: 3.513e-01, eta: 1 day, 15:38:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3349, top5_acc: 0.5845, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.2084 2020-10-05 02:21:19,020 - mmaction - INFO - Epoch [115][560/999] lr: 3.513e-01, eta: 1 day, 15:38:07, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3355, top5_acc: 0.5826, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.1898 2020-10-05 02:21:38,972 - mmaction - INFO - Epoch [115][580/999] lr: 3.513e-01, eta: 1 day, 15:37:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3379, top5_acc: 0.5763, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1850 2020-10-05 02:21:58,896 - mmaction - INFO - Epoch [115][600/999] lr: 3.513e-01, eta: 1 day, 15:37:26, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5794, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.2113 2020-10-05 02:22:18,712 - mmaction - INFO - Epoch [115][620/999] lr: 3.513e-01, eta: 1 day, 15:37:05, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3272, top5_acc: 0.5789, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.1994 2020-10-05 02:22:38,666 - mmaction - INFO - Epoch [115][640/999] lr: 3.513e-01, eta: 1 day, 15:36:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3311, top5_acc: 0.5781, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.2338 2020-10-05 02:22:58,618 - mmaction - INFO - Epoch [115][660/999] lr: 3.513e-01, eta: 1 day, 15:36:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3250, top5_acc: 0.5770, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.1951 2020-10-05 02:23:18,622 - mmaction - INFO - Epoch [115][680/999] lr: 3.513e-01, eta: 1 day, 15:36:04, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5789, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.2100 2020-10-05 02:23:38,488 - mmaction - INFO - Epoch [115][700/999] lr: 3.513e-01, eta: 1 day, 15:35:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5677, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.1997 2020-10-05 02:23:58,309 - mmaction - INFO - Epoch [115][720/999] lr: 3.513e-01, eta: 1 day, 15:35:22, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3290, top5_acc: 0.5759, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.2006 2020-10-05 02:24:18,291 - mmaction - INFO - Epoch [115][740/999] lr: 3.513e-01, eta: 1 day, 15:35:02, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5707, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.2045 2020-10-05 02:24:38,152 - mmaction - INFO - Epoch [115][760/999] lr: 3.513e-01, eta: 1 day, 15:34:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3415, top5_acc: 0.5828, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.2029 2020-10-05 02:24:58,010 - mmaction - INFO - Epoch [115][780/999] lr: 3.513e-01, eta: 1 day, 15:34:21, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5811, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.1949 2020-10-05 02:25:17,905 - mmaction - INFO - Epoch [115][800/999] lr: 3.513e-01, eta: 1 day, 15:34:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5811, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.2143 2020-10-05 02:25:37,812 - mmaction - INFO - Epoch [115][820/999] lr: 3.513e-01, eta: 1 day, 15:33:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5807, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.1948 2020-10-05 02:25:57,797 - mmaction - INFO - Epoch [115][840/999] lr: 3.513e-01, eta: 1 day, 15:33:19, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3247, top5_acc: 0.5706, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.2044 2020-10-05 02:26:17,753 - mmaction - INFO - Epoch [115][860/999] lr: 3.513e-01, eta: 1 day, 15:32:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3257, top5_acc: 0.5759, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.2058 2020-10-05 02:26:37,607 - mmaction - INFO - Epoch [115][880/999] lr: 3.513e-01, eta: 1 day, 15:32:38, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3236, top5_acc: 0.5686, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1955 2020-10-05 02:26:57,533 - mmaction - INFO - Epoch [115][900/999] lr: 3.513e-01, eta: 1 day, 15:32:17, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3242, top5_acc: 0.5823, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.2015 2020-10-05 02:27:17,438 - mmaction - INFO - Epoch [115][920/999] lr: 3.513e-01, eta: 1 day, 15:31:57, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5785, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.2164 2020-10-05 02:27:37,347 - mmaction - INFO - Epoch [115][940/999] lr: 3.513e-01, eta: 1 day, 15:31:36, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3189, top5_acc: 0.5733, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.2192 2020-10-05 02:27:57,201 - mmaction - INFO - Epoch [115][960/999] lr: 3.513e-01, eta: 1 day, 15:31:16, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3341, top5_acc: 0.5737, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.1888 2020-10-05 02:28:17,168 - mmaction - INFO - Epoch [115][980/999] lr: 3.513e-01, eta: 1 day, 15:30:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5724, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.2091 2020-10-05 02:29:25,976 - mmaction - INFO - Epoch [116][20/999] lr: 3.477e-01, eta: 1 day, 15:30:28, time: 2.485, data_time: 1.470, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5962, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.1951 2020-10-05 02:29:45,621 - mmaction - INFO - Epoch [116][40/999] lr: 3.477e-01, eta: 1 day, 15:30:08, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5865, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.2114 2020-10-05 02:30:05,455 - mmaction - INFO - Epoch [116][60/999] lr: 3.477e-01, eta: 1 day, 15:29:47, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3230, top5_acc: 0.5745, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.1959 2020-10-05 02:30:26,153 - mmaction - INFO - Epoch [116][80/999] lr: 3.477e-01, eta: 1 day, 15:29:27, time: 1.034, data_time: 0.002, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5764, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.2189 2020-10-05 02:30:46,026 - mmaction - INFO - Epoch [116][100/999] lr: 3.477e-01, eta: 1 day, 15:29:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3306, top5_acc: 0.5785, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.2046 2020-10-05 02:31:05,893 - mmaction - INFO - Epoch [116][120/999] lr: 3.477e-01, eta: 1 day, 15:28:46, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5753, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.1815 2020-10-05 02:31:25,802 - mmaction - INFO - Epoch [116][140/999] lr: 3.477e-01, eta: 1 day, 15:28:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.2082 2020-10-05 02:31:45,705 - mmaction - INFO - Epoch [116][160/999] lr: 3.477e-01, eta: 1 day, 15:28:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3281, top5_acc: 0.5749, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.2071 2020-10-05 02:32:05,698 - mmaction - INFO - Epoch [116][180/999] lr: 3.477e-01, eta: 1 day, 15:27:45, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.1938 2020-10-05 02:32:25,693 - mmaction - INFO - Epoch [116][200/999] lr: 3.477e-01, eta: 1 day, 15:27:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3329, top5_acc: 0.5760, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.2107 2020-10-05 02:32:45,549 - mmaction - INFO - Epoch [116][220/999] lr: 3.477e-01, eta: 1 day, 15:27:04, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5757, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.1916 2020-10-05 02:33:05,412 - mmaction - INFO - Epoch [116][240/999] lr: 3.477e-01, eta: 1 day, 15:26:43, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5730, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.2123 2020-10-05 02:33:25,456 - mmaction - INFO - Epoch [116][260/999] lr: 3.477e-01, eta: 1 day, 15:26:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3197, top5_acc: 0.5757, loss_cls: 3.1753, loss: 3.1753, grad_norm: 1.2172 2020-10-05 02:33:45,382 - mmaction - INFO - Epoch [116][280/999] lr: 3.477e-01, eta: 1 day, 15:26:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5823, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.2015 2020-10-05 02:34:05,264 - mmaction - INFO - Epoch [116][300/999] lr: 3.477e-01, eta: 1 day, 15:25:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3349, top5_acc: 0.5885, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.2102 2020-10-05 02:34:25,155 - mmaction - INFO - Epoch [116][320/999] lr: 3.477e-01, eta: 1 day, 15:25:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5802, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.2118 2020-10-05 02:34:44,983 - mmaction - INFO - Epoch [116][340/999] lr: 3.477e-01, eta: 1 day, 15:25:00, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3337, top5_acc: 0.5789, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.2298 2020-10-05 02:35:04,891 - mmaction - INFO - Epoch [116][360/999] lr: 3.477e-01, eta: 1 day, 15:24:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5823, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.2075 2020-10-05 02:35:24,871 - mmaction - INFO - Epoch [116][380/999] lr: 3.477e-01, eta: 1 day, 15:24:19, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5745, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.2040 2020-10-05 02:35:44,814 - mmaction - INFO - Epoch [116][400/999] lr: 3.477e-01, eta: 1 day, 15:23:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3452, top5_acc: 0.5918, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1925 2020-10-05 02:36:04,773 - mmaction - INFO - Epoch [116][420/999] lr: 3.477e-01, eta: 1 day, 15:23:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3357, top5_acc: 0.5755, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.2167 2020-10-05 02:36:24,680 - mmaction - INFO - Epoch [116][440/999] lr: 3.477e-01, eta: 1 day, 15:23:18, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3328, top5_acc: 0.5841, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.2133 2020-10-05 02:36:44,535 - mmaction - INFO - Epoch [116][460/999] lr: 3.477e-01, eta: 1 day, 15:22:57, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3264, top5_acc: 0.5740, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.2002 2020-10-05 02:37:04,522 - mmaction - INFO - Epoch [116][480/999] lr: 3.477e-01, eta: 1 day, 15:22:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5965, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.1950 2020-10-05 02:37:24,436 - mmaction - INFO - Epoch [116][500/999] lr: 3.477e-01, eta: 1 day, 15:22:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3306, top5_acc: 0.5818, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.2149 2020-10-05 02:37:44,387 - mmaction - INFO - Epoch [116][520/999] lr: 3.477e-01, eta: 1 day, 15:21:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5732, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.2057 2020-10-05 02:38:04,356 - mmaction - INFO - Epoch [116][540/999] lr: 3.477e-01, eta: 1 day, 15:21:35, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5815, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.1833 2020-10-05 02:38:24,366 - mmaction - INFO - Epoch [116][560/999] lr: 3.477e-01, eta: 1 day, 15:21:15, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3385, top5_acc: 0.5839, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.2132 2020-10-05 02:38:44,255 - mmaction - INFO - Epoch [116][580/999] lr: 3.477e-01, eta: 1 day, 15:20:54, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3211, top5_acc: 0.5676, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.2095 2020-10-05 02:39:04,131 - mmaction - INFO - Epoch [116][600/999] lr: 3.477e-01, eta: 1 day, 15:20:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3286, top5_acc: 0.5725, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.2168 2020-10-05 02:39:23,973 - mmaction - INFO - Epoch [116][620/999] lr: 3.477e-01, eta: 1 day, 15:20:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3309, top5_acc: 0.5763, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1966 2020-10-05 02:39:43,924 - mmaction - INFO - Epoch [116][640/999] lr: 3.477e-01, eta: 1 day, 15:19:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.2000 2020-10-05 02:40:03,739 - mmaction - INFO - Epoch [116][660/999] lr: 3.477e-01, eta: 1 day, 15:19:32, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3255, top5_acc: 0.5711, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.2043 2020-10-05 02:40:23,754 - mmaction - INFO - Epoch [116][680/999] lr: 3.477e-01, eta: 1 day, 15:19:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3342, top5_acc: 0.5845, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.1987 2020-10-05 02:40:43,727 - mmaction - INFO - Epoch [116][700/999] lr: 3.477e-01, eta: 1 day, 15:18:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3221, top5_acc: 0.5770, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.2105 2020-10-05 02:41:03,622 - mmaction - INFO - Epoch [116][720/999] lr: 3.477e-01, eta: 1 day, 15:18:30, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3322, top5_acc: 0.5785, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.2033 2020-10-05 02:41:23,517 - mmaction - INFO - Epoch [116][740/999] lr: 3.477e-01, eta: 1 day, 15:18:10, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3350, top5_acc: 0.5848, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.2413 2020-10-05 02:41:43,378 - mmaction - INFO - Epoch [116][760/999] lr: 3.477e-01, eta: 1 day, 15:17:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3263, top5_acc: 0.5813, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.2225 2020-10-05 02:42:03,299 - mmaction - INFO - Epoch [116][780/999] lr: 3.477e-01, eta: 1 day, 15:17:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3378, top5_acc: 0.5889, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.2119 2020-10-05 02:42:23,147 - mmaction - INFO - Epoch [116][800/999] lr: 3.477e-01, eta: 1 day, 15:17:08, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.3296, top5_acc: 0.5798, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.2022 2020-10-05 02:42:43,036 - mmaction - INFO - Epoch [116][820/999] lr: 3.477e-01, eta: 1 day, 15:16:47, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5794, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.1994 2020-10-05 02:43:02,860 - mmaction - INFO - Epoch [116][840/999] lr: 3.477e-01, eta: 1 day, 15:16:27, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5823, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.2118 2020-10-05 02:43:22,836 - mmaction - INFO - Epoch [116][860/999] lr: 3.477e-01, eta: 1 day, 15:16:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3215, top5_acc: 0.5786, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.2182 2020-10-05 02:43:42,633 - mmaction - INFO - Epoch [116][880/999] lr: 3.477e-01, eta: 1 day, 15:15:46, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3255, top5_acc: 0.5698, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.2037 2020-10-05 02:44:02,434 - mmaction - INFO - Epoch [116][900/999] lr: 3.477e-01, eta: 1 day, 15:15:25, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5685, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.2066 2020-10-05 02:44:22,342 - mmaction - INFO - Epoch [116][920/999] lr: 3.477e-01, eta: 1 day, 15:15:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3279, top5_acc: 0.5708, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.2093 2020-10-05 02:44:42,164 - mmaction - INFO - Epoch [116][940/999] lr: 3.477e-01, eta: 1 day, 15:14:44, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5784, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1959 2020-10-05 02:45:02,066 - mmaction - INFO - Epoch [116][960/999] lr: 3.477e-01, eta: 1 day, 15:14:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5811, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.2069 2020-10-05 02:45:21,886 - mmaction - INFO - Epoch [116][980/999] lr: 3.477e-01, eta: 1 day, 15:14:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3292, top5_acc: 0.5805, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.2051 2020-10-05 02:46:30,599 - mmaction - INFO - Epoch [117][20/999] lr: 3.440e-01, eta: 1 day, 15:13:36, time: 2.495, data_time: 1.477, memory: 8478, top1_acc: 0.3426, top5_acc: 0.5857, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.2003 2020-10-05 02:46:50,321 - mmaction - INFO - Epoch [117][40/999] lr: 3.440e-01, eta: 1 day, 15:13:15, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3499, top5_acc: 0.5954, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.1891 2020-10-05 02:47:10,049 - mmaction - INFO - Epoch [117][60/999] lr: 3.440e-01, eta: 1 day, 15:12:54, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5841, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.2303 2020-10-05 02:47:29,857 - mmaction - INFO - Epoch [117][80/999] lr: 3.440e-01, eta: 1 day, 15:12:34, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5876, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.2084 2020-10-05 02:47:49,764 - mmaction - INFO - Epoch [117][100/999] lr: 3.440e-01, eta: 1 day, 15:12:13, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3254, top5_acc: 0.5815, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.2245 2020-10-05 02:48:09,613 - mmaction - INFO - Epoch [117][120/999] lr: 3.440e-01, eta: 1 day, 15:11:53, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5815, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.1956 2020-10-05 02:48:29,486 - mmaction - INFO - Epoch [117][140/999] lr: 3.440e-01, eta: 1 day, 15:11:32, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3359, top5_acc: 0.5734, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1993 2020-10-05 02:48:49,357 - mmaction - INFO - Epoch [117][160/999] lr: 3.440e-01, eta: 1 day, 15:11:11, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5820, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.2198 2020-10-05 02:49:09,196 - mmaction - INFO - Epoch [117][180/999] lr: 3.440e-01, eta: 1 day, 15:10:51, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5797, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.2194 2020-10-05 02:49:29,123 - mmaction - INFO - Epoch [117][200/999] lr: 3.440e-01, eta: 1 day, 15:10:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5792, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.2195 2020-10-05 02:49:49,064 - mmaction - INFO - Epoch [117][220/999] lr: 3.440e-01, eta: 1 day, 15:10:10, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5815, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.1982 2020-10-05 02:50:09,047 - mmaction - INFO - Epoch [117][240/999] lr: 3.440e-01, eta: 1 day, 15:09:49, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5815, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1871 2020-10-05 02:50:28,948 - mmaction - INFO - Epoch [117][260/999] lr: 3.440e-01, eta: 1 day, 15:09:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3329, top5_acc: 0.5839, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.2280 2020-10-05 02:50:48,850 - mmaction - INFO - Epoch [117][280/999] lr: 3.440e-01, eta: 1 day, 15:09:08, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5810, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.2208 2020-10-05 02:51:08,678 - mmaction - INFO - Epoch [117][300/999] lr: 3.440e-01, eta: 1 day, 15:08:48, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5741, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.2072 2020-10-05 02:51:28,645 - mmaction - INFO - Epoch [117][320/999] lr: 3.440e-01, eta: 1 day, 15:08:27, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3418, top5_acc: 0.5848, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.1980 2020-10-05 02:51:48,640 - mmaction - INFO - Epoch [117][340/999] lr: 3.440e-01, eta: 1 day, 15:08:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5850, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.2154 2020-10-05 02:52:08,572 - mmaction - INFO - Epoch [117][360/999] lr: 3.440e-01, eta: 1 day, 15:07:46, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3342, top5_acc: 0.5770, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.2016 2020-10-05 02:52:28,420 - mmaction - INFO - Epoch [117][380/999] lr: 3.440e-01, eta: 1 day, 15:07:25, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3187, top5_acc: 0.5603, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.2172 2020-10-05 02:52:48,380 - mmaction - INFO - Epoch [117][400/999] lr: 3.440e-01, eta: 1 day, 15:07:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3423, top5_acc: 0.5849, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.1912 2020-10-05 02:53:08,338 - mmaction - INFO - Epoch [117][420/999] lr: 3.440e-01, eta: 1 day, 15:06:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3327, top5_acc: 0.5823, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.2227 2020-10-05 02:53:28,233 - mmaction - INFO - Epoch [117][440/999] lr: 3.440e-01, eta: 1 day, 15:06:24, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3342, top5_acc: 0.5828, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.2059 2020-10-05 02:53:48,176 - mmaction - INFO - Epoch [117][460/999] lr: 3.440e-01, eta: 1 day, 15:06:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5673, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.2386 2020-10-05 02:54:08,104 - mmaction - INFO - Epoch [117][480/999] lr: 3.440e-01, eta: 1 day, 15:05:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5934, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.1950 2020-10-05 02:54:28,124 - mmaction - INFO - Epoch [117][500/999] lr: 3.440e-01, eta: 1 day, 15:05:23, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3406, top5_acc: 0.5831, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.2260 2020-10-05 02:54:47,961 - mmaction - INFO - Epoch [117][520/999] lr: 3.440e-01, eta: 1 day, 15:05:02, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3237, top5_acc: 0.5665, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.2420 2020-10-05 02:55:07,905 - mmaction - INFO - Epoch [117][540/999] lr: 3.440e-01, eta: 1 day, 15:04:41, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5803, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.1928 2020-10-05 02:55:27,804 - mmaction - INFO - Epoch [117][560/999] lr: 3.440e-01, eta: 1 day, 15:04:21, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5784, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.2177 2020-10-05 02:55:47,625 - mmaction - INFO - Epoch [117][580/999] lr: 3.440e-01, eta: 1 day, 15:04:00, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5826, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.2016 2020-10-05 02:56:07,512 - mmaction - INFO - Epoch [117][600/999] lr: 3.440e-01, eta: 1 day, 15:03:40, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3380, top5_acc: 0.5897, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.1946 2020-10-05 02:56:27,436 - mmaction - INFO - Epoch [117][620/999] lr: 3.440e-01, eta: 1 day, 15:03:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5792, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.2112 2020-10-05 02:56:47,209 - mmaction - INFO - Epoch [117][640/999] lr: 3.440e-01, eta: 1 day, 15:02:58, time: 0.991, data_time: 0.004, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5862, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.2061 2020-10-05 02:57:07,159 - mmaction - INFO - Epoch [117][660/999] lr: 3.440e-01, eta: 1 day, 15:02:38, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5810, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.2095 2020-10-05 02:57:26,985 - mmaction - INFO - Epoch [117][680/999] lr: 3.440e-01, eta: 1 day, 15:02:17, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5802, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.2118 2020-10-05 02:57:46,941 - mmaction - INFO - Epoch [117][700/999] lr: 3.440e-01, eta: 1 day, 15:01:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5758, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.2004 2020-10-05 02:58:06,844 - mmaction - INFO - Epoch [117][720/999] lr: 3.440e-01, eta: 1 day, 15:01:36, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3245, top5_acc: 0.5743, loss_cls: 3.1726, loss: 3.1726, grad_norm: 1.2123 2020-10-05 02:58:26,775 - mmaction - INFO - Epoch [117][740/999] lr: 3.440e-01, eta: 1 day, 15:01:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3171, top5_acc: 0.5663, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.2218 2020-10-05 02:58:46,652 - mmaction - INFO - Epoch [117][760/999] lr: 3.440e-01, eta: 1 day, 15:00:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5822, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.1927 2020-10-05 02:59:06,659 - mmaction - INFO - Epoch [117][780/999] lr: 3.440e-01, eta: 1 day, 15:00:35, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3376, top5_acc: 0.5829, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.2083 2020-10-05 02:59:26,508 - mmaction - INFO - Epoch [117][800/999] lr: 3.440e-01, eta: 1 day, 15:00:14, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3327, top5_acc: 0.5802, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.1884 2020-10-05 02:59:46,454 - mmaction - INFO - Epoch [117][820/999] lr: 3.440e-01, eta: 1 day, 14:59:54, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3249, top5_acc: 0.5759, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.2214 2020-10-05 03:00:07,617 - mmaction - INFO - Epoch [117][840/999] lr: 3.440e-01, eta: 1 day, 14:59:35, time: 1.058, data_time: 0.003, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5872, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.1922 2020-10-05 03:00:28,403 - mmaction - INFO - Epoch [117][860/999] lr: 3.440e-01, eta: 1 day, 14:59:15, time: 1.040, data_time: 0.003, memory: 8478, top1_acc: 0.3362, top5_acc: 0.5878, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.2128 2020-10-05 03:00:48,273 - mmaction - INFO - Epoch [117][880/999] lr: 3.440e-01, eta: 1 day, 14:58:55, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3357, top5_acc: 0.5862, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.2411 2020-10-05 03:01:08,086 - mmaction - INFO - Epoch [117][900/999] lr: 3.440e-01, eta: 1 day, 14:58:34, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5695, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.2155 2020-10-05 03:01:28,057 - mmaction - INFO - Epoch [117][920/999] lr: 3.440e-01, eta: 1 day, 14:58:13, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5854, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1738 2020-10-05 03:01:47,989 - mmaction - INFO - Epoch [117][940/999] lr: 3.440e-01, eta: 1 day, 14:57:53, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5754, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.2042 2020-10-05 03:02:07,979 - mmaction - INFO - Epoch [117][960/999] lr: 3.440e-01, eta: 1 day, 14:57:33, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3258, top5_acc: 0.5736, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.2079 2020-10-05 03:02:27,924 - mmaction - INFO - Epoch [117][980/999] lr: 3.440e-01, eta: 1 day, 14:57:12, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3352, top5_acc: 0.5760, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.2181 2020-10-05 03:03:40,003 - mmaction - INFO - Epoch [118][20/999] lr: 3.404e-01, eta: 1 day, 14:56:47, time: 2.579, data_time: 1.566, memory: 8478, top1_acc: 0.3370, top5_acc: 0.5820, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.2263 2020-10-05 03:03:59,694 - mmaction - INFO - Epoch [118][40/999] lr: 3.404e-01, eta: 1 day, 14:56:26, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5786, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.2103 2020-10-05 03:04:19,486 - mmaction - INFO - Epoch [118][60/999] lr: 3.404e-01, eta: 1 day, 14:56:06, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3401, top5_acc: 0.5915, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.2019 2020-10-05 03:04:39,418 - mmaction - INFO - Epoch [118][80/999] lr: 3.404e-01, eta: 1 day, 14:55:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5931, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.2028 2020-10-05 03:04:59,323 - mmaction - INFO - Epoch [118][100/999] lr: 3.404e-01, eta: 1 day, 14:55:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5792, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.2290 2020-10-05 03:05:19,042 - mmaction - INFO - Epoch [118][120/999] lr: 3.404e-01, eta: 1 day, 14:55:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3441, top5_acc: 0.5896, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.2077 2020-10-05 03:05:38,953 - mmaction - INFO - Epoch [118][140/999] lr: 3.404e-01, eta: 1 day, 14:54:43, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5846, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.2381 2020-10-05 03:05:58,882 - mmaction - INFO - Epoch [118][160/999] lr: 3.404e-01, eta: 1 day, 14:54:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5885, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.2179 2020-10-05 03:06:18,831 - mmaction - INFO - Epoch [118][180/999] lr: 3.404e-01, eta: 1 day, 14:54:02, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5758, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.2163 2020-10-05 03:06:38,752 - mmaction - INFO - Epoch [118][200/999] lr: 3.404e-01, eta: 1 day, 14:53:42, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5792, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.2023 2020-10-05 03:06:58,767 - mmaction - INFO - Epoch [118][220/999] lr: 3.404e-01, eta: 1 day, 14:53:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3376, top5_acc: 0.5919, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.2132 2020-10-05 03:07:18,703 - mmaction - INFO - Epoch [118][240/999] lr: 3.404e-01, eta: 1 day, 14:53:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5880, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.2135 2020-10-05 03:07:38,491 - mmaction - INFO - Epoch [118][260/999] lr: 3.404e-01, eta: 1 day, 14:52:40, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5790, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.2049 2020-10-05 03:07:58,430 - mmaction - INFO - Epoch [118][280/999] lr: 3.404e-01, eta: 1 day, 14:52:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3482, top5_acc: 0.5932, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.1940 2020-10-05 03:08:18,358 - mmaction - INFO - Epoch [118][300/999] lr: 3.404e-01, eta: 1 day, 14:51:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5768, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.2321 2020-10-05 03:08:38,342 - mmaction - INFO - Epoch [118][320/999] lr: 3.404e-01, eta: 1 day, 14:51:39, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5724, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.2213 2020-10-05 03:08:58,246 - mmaction - INFO - Epoch [118][340/999] lr: 3.404e-01, eta: 1 day, 14:51:18, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3320, top5_acc: 0.5786, loss_cls: 3.1433, loss: 3.1433, grad_norm: 1.2184 2020-10-05 03:09:18,107 - mmaction - INFO - Epoch [118][360/999] lr: 3.404e-01, eta: 1 day, 14:50:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3284, top5_acc: 0.5716, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.2342 2020-10-05 03:09:37,959 - mmaction - INFO - Epoch [118][380/999] lr: 3.404e-01, eta: 1 day, 14:50:37, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3375, top5_acc: 0.5792, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.2095 2020-10-05 03:09:57,842 - mmaction - INFO - Epoch [118][400/999] lr: 3.404e-01, eta: 1 day, 14:50:16, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3385, top5_acc: 0.5799, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.2121 2020-10-05 03:10:17,748 - mmaction - INFO - Epoch [118][420/999] lr: 3.404e-01, eta: 1 day, 14:49:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3362, top5_acc: 0.5810, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.2142 2020-10-05 03:10:37,633 - mmaction - INFO - Epoch [118][440/999] lr: 3.404e-01, eta: 1 day, 14:49:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3316, top5_acc: 0.5764, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.2029 2020-10-05 03:10:57,543 - mmaction - INFO - Epoch [118][460/999] lr: 3.404e-01, eta: 1 day, 14:49:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5796, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.2345 2020-10-05 03:11:17,525 - mmaction - INFO - Epoch [118][480/999] lr: 3.404e-01, eta: 1 day, 14:48:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5822, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.2122 2020-10-05 03:11:37,377 - mmaction - INFO - Epoch [118][500/999] lr: 3.404e-01, eta: 1 day, 14:48:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5811, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.2306 2020-10-05 03:11:57,229 - mmaction - INFO - Epoch [118][520/999] lr: 3.404e-01, eta: 1 day, 14:48:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5794, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.1970 2020-10-05 03:12:17,194 - mmaction - INFO - Epoch [118][540/999] lr: 3.404e-01, eta: 1 day, 14:47:53, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3290, top5_acc: 0.5832, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.2208 2020-10-05 03:12:37,145 - mmaction - INFO - Epoch [118][560/999] lr: 3.404e-01, eta: 1 day, 14:47:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3262, top5_acc: 0.5755, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.2290 2020-10-05 03:12:57,000 - mmaction - INFO - Epoch [118][580/999] lr: 3.404e-01, eta: 1 day, 14:47:12, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5798, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.2143 2020-10-05 03:13:16,924 - mmaction - INFO - Epoch [118][600/999] lr: 3.404e-01, eta: 1 day, 14:46:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3322, top5_acc: 0.5743, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.2381 2020-10-05 03:13:36,758 - mmaction - INFO - Epoch [118][620/999] lr: 3.404e-01, eta: 1 day, 14:46:30, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3293, top5_acc: 0.5749, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.2226 2020-10-05 03:13:56,677 - mmaction - INFO - Epoch [118][640/999] lr: 3.404e-01, eta: 1 day, 14:46:10, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3296, top5_acc: 0.5818, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.2068 2020-10-05 03:14:16,555 - mmaction - INFO - Epoch [118][660/999] lr: 3.404e-01, eta: 1 day, 14:45:49, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5777, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.2026 2020-10-05 03:14:36,484 - mmaction - INFO - Epoch [118][680/999] lr: 3.404e-01, eta: 1 day, 14:45:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3367, top5_acc: 0.5763, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.2001 2020-10-05 03:14:56,437 - mmaction - INFO - Epoch [118][700/999] lr: 3.404e-01, eta: 1 day, 14:45:08, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3435, top5_acc: 0.5850, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.2168 2020-10-05 03:15:16,354 - mmaction - INFO - Epoch [118][720/999] lr: 3.404e-01, eta: 1 day, 14:44:48, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5844, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.2154 2020-10-05 03:15:36,270 - mmaction - INFO - Epoch [118][740/999] lr: 3.404e-01, eta: 1 day, 14:44:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5842, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.2145 2020-10-05 03:15:56,113 - mmaction - INFO - Epoch [118][760/999] lr: 3.404e-01, eta: 1 day, 14:44:07, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3324, top5_acc: 0.5801, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.2139 2020-10-05 03:16:15,943 - mmaction - INFO - Epoch [118][780/999] lr: 3.404e-01, eta: 1 day, 14:43:46, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3270, top5_acc: 0.5660, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.2247 2020-10-05 03:16:35,954 - mmaction - INFO - Epoch [118][800/999] lr: 3.404e-01, eta: 1 day, 14:43:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3370, top5_acc: 0.5754, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.1988 2020-10-05 03:16:55,865 - mmaction - INFO - Epoch [118][820/999] lr: 3.404e-01, eta: 1 day, 14:43:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5732, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1983 2020-10-05 03:17:15,659 - mmaction - INFO - Epoch [118][840/999] lr: 3.404e-01, eta: 1 day, 14:42:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5789, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.2044 2020-10-05 03:17:35,619 - mmaction - INFO - Epoch [118][860/999] lr: 3.404e-01, eta: 1 day, 14:42:24, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.2227 2020-10-05 03:17:55,498 - mmaction - INFO - Epoch [118][880/999] lr: 3.404e-01, eta: 1 day, 14:42:03, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3357, top5_acc: 0.5745, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1970 2020-10-05 03:18:15,343 - mmaction - INFO - Epoch [118][900/999] lr: 3.404e-01, eta: 1 day, 14:41:43, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5796, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.2057 2020-10-05 03:18:35,295 - mmaction - INFO - Epoch [118][920/999] lr: 3.404e-01, eta: 1 day, 14:41:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5747, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.2234 2020-10-05 03:18:55,202 - mmaction - INFO - Epoch [118][940/999] lr: 3.404e-01, eta: 1 day, 14:41:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5733, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.2107 2020-10-05 03:19:15,082 - mmaction - INFO - Epoch [118][960/999] lr: 3.404e-01, eta: 1 day, 14:40:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5746, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.2163 2020-10-05 03:19:34,958 - mmaction - INFO - Epoch [118][980/999] lr: 3.404e-01, eta: 1 day, 14:40:21, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3228, top5_acc: 0.5720, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.2103 2020-10-05 03:20:44,975 - mmaction - INFO - Epoch [119][20/999] lr: 3.367e-01, eta: 1 day, 14:39:55, time: 2.545, data_time: 1.495, memory: 8478, top1_acc: 0.3398, top5_acc: 0.5831, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.2113 2020-10-05 03:21:04,694 - mmaction - INFO - Epoch [119][40/999] lr: 3.367e-01, eta: 1 day, 14:39:34, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5872, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.2024 2020-10-05 03:21:24,524 - mmaction - INFO - Epoch [119][60/999] lr: 3.367e-01, eta: 1 day, 14:39:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3391, top5_acc: 0.5901, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.2273 2020-10-05 03:21:44,413 - mmaction - INFO - Epoch [119][80/999] lr: 3.367e-01, eta: 1 day, 14:38:53, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5923, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2256 2020-10-05 03:22:04,252 - mmaction - INFO - Epoch [119][100/999] lr: 3.367e-01, eta: 1 day, 14:38:32, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5833, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.2349 2020-10-05 03:22:24,194 - mmaction - INFO - Epoch [119][120/999] lr: 3.367e-01, eta: 1 day, 14:38:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5786, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.2196 2020-10-05 03:22:44,114 - mmaction - INFO - Epoch [119][140/999] lr: 3.367e-01, eta: 1 day, 14:37:51, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3311, top5_acc: 0.5818, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.2310 2020-10-05 03:23:04,029 - mmaction - INFO - Epoch [119][160/999] lr: 3.367e-01, eta: 1 day, 14:37:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5862, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.2170 2020-10-05 03:23:23,937 - mmaction - INFO - Epoch [119][180/999] lr: 3.367e-01, eta: 1 day, 14:37:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3451, top5_acc: 0.5853, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.2182 2020-10-05 03:23:43,927 - mmaction - INFO - Epoch [119][200/999] lr: 3.367e-01, eta: 1 day, 14:36:50, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3500, top5_acc: 0.5910, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.2072 2020-10-05 03:24:03,833 - mmaction - INFO - Epoch [119][220/999] lr: 3.367e-01, eta: 1 day, 14:36:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3452, top5_acc: 0.5846, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.2299 2020-10-05 03:24:23,783 - mmaction - INFO - Epoch [119][240/999] lr: 3.367e-01, eta: 1 day, 14:36:09, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3342, top5_acc: 0.5797, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.2401 2020-10-05 03:24:43,721 - mmaction - INFO - Epoch [119][260/999] lr: 3.367e-01, eta: 1 day, 14:35:48, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3268, top5_acc: 0.5711, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.2104 2020-10-05 03:25:03,687 - mmaction - INFO - Epoch [119][280/999] lr: 3.367e-01, eta: 1 day, 14:35:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3385, top5_acc: 0.5866, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.2088 2020-10-05 03:25:23,628 - mmaction - INFO - Epoch [119][300/999] lr: 3.367e-01, eta: 1 day, 14:35:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3436, top5_acc: 0.5895, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.2138 2020-10-05 03:25:43,573 - mmaction - INFO - Epoch [119][320/999] lr: 3.367e-01, eta: 1 day, 14:34:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3327, top5_acc: 0.5872, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.2362 2020-10-05 03:26:03,557 - mmaction - INFO - Epoch [119][340/999] lr: 3.367e-01, eta: 1 day, 14:34:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3281, top5_acc: 0.5882, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.2343 2020-10-05 03:26:23,429 - mmaction - INFO - Epoch [119][360/999] lr: 3.367e-01, eta: 1 day, 14:34:06, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5764, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.2238 2020-10-05 03:26:43,417 - mmaction - INFO - Epoch [119][380/999] lr: 3.367e-01, eta: 1 day, 14:33:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3439, top5_acc: 0.5852, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.2168 2020-10-05 03:27:03,340 - mmaction - INFO - Epoch [119][400/999] lr: 3.367e-01, eta: 1 day, 14:33:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5797, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.2201 2020-10-05 03:27:23,375 - mmaction - INFO - Epoch [119][420/999] lr: 3.367e-01, eta: 1 day, 14:33:04, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5809, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.2094 2020-10-05 03:27:43,313 - mmaction - INFO - Epoch [119][440/999] lr: 3.367e-01, eta: 1 day, 14:32:44, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3266, top5_acc: 0.5809, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.2405 2020-10-05 03:28:03,073 - mmaction - INFO - Epoch [119][460/999] lr: 3.367e-01, eta: 1 day, 14:32:23, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.3349, top5_acc: 0.5829, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.2400 2020-10-05 03:28:23,023 - mmaction - INFO - Epoch [119][480/999] lr: 3.367e-01, eta: 1 day, 14:32:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3314, top5_acc: 0.5842, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.2086 2020-10-05 03:28:42,853 - mmaction - INFO - Epoch [119][500/999] lr: 3.367e-01, eta: 1 day, 14:31:42, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3229, top5_acc: 0.5758, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.2291 2020-10-05 03:29:02,810 - mmaction - INFO - Epoch [119][520/999] lr: 3.367e-01, eta: 1 day, 14:31:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5794, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.2238 2020-10-05 03:29:22,669 - mmaction - INFO - Epoch [119][540/999] lr: 3.367e-01, eta: 1 day, 14:31:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5855, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.2103 2020-10-05 03:29:42,558 - mmaction - INFO - Epoch [119][560/999] lr: 3.367e-01, eta: 1 day, 14:30:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5781, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.2241 2020-10-05 03:30:02,495 - mmaction - INFO - Epoch [119][580/999] lr: 3.367e-01, eta: 1 day, 14:30:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5754, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.2200 2020-10-05 03:30:23,317 - mmaction - INFO - Epoch [119][600/999] lr: 3.367e-01, eta: 1 day, 14:30:01, time: 1.040, data_time: 0.002, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5836, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2224 2020-10-05 03:30:43,211 - mmaction - INFO - Epoch [119][620/999] lr: 3.367e-01, eta: 1 day, 14:29:40, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5725, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.2041 2020-10-05 03:31:03,035 - mmaction - INFO - Epoch [119][640/999] lr: 3.367e-01, eta: 1 day, 14:29:19, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5882, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.2347 2020-10-05 03:31:22,953 - mmaction - INFO - Epoch [119][660/999] lr: 3.367e-01, eta: 1 day, 14:28:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3250, top5_acc: 0.5810, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.2230 2020-10-05 03:31:42,865 - mmaction - INFO - Epoch [119][680/999] lr: 3.367e-01, eta: 1 day, 14:28:38, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5779, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.2250 2020-10-05 03:32:02,780 - mmaction - INFO - Epoch [119][700/999] lr: 3.367e-01, eta: 1 day, 14:28:18, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3241, top5_acc: 0.5784, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.2211 2020-10-05 03:32:22,723 - mmaction - INFO - Epoch [119][720/999] lr: 3.367e-01, eta: 1 day, 14:27:57, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5781, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.2044 2020-10-05 03:32:42,613 - mmaction - INFO - Epoch [119][740/999] lr: 3.367e-01, eta: 1 day, 14:27:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5934, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.2000 2020-10-05 03:33:02,512 - mmaction - INFO - Epoch [119][760/999] lr: 3.367e-01, eta: 1 day, 14:27:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5819, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.2413 2020-10-05 03:33:22,443 - mmaction - INFO - Epoch [119][780/999] lr: 3.367e-01, eta: 1 day, 14:26:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5900, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.2225 2020-10-05 03:33:42,405 - mmaction - INFO - Epoch [119][800/999] lr: 3.367e-01, eta: 1 day, 14:26:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5823, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.2342 2020-10-05 03:34:02,282 - mmaction - INFO - Epoch [119][820/999] lr: 3.367e-01, eta: 1 day, 14:26:15, time: 0.996, data_time: 0.005, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5810, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.2226 2020-10-05 03:34:22,333 - mmaction - INFO - Epoch [119][840/999] lr: 3.367e-01, eta: 1 day, 14:25:54, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3281, top5_acc: 0.5741, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.2300 2020-10-05 03:34:42,136 - mmaction - INFO - Epoch [119][860/999] lr: 3.367e-01, eta: 1 day, 14:25:34, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3332, top5_acc: 0.5779, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.2337 2020-10-05 03:35:02,079 - mmaction - INFO - Epoch [119][880/999] lr: 3.367e-01, eta: 1 day, 14:25:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5865, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.2290 2020-10-05 03:35:21,913 - mmaction - INFO - Epoch [119][900/999] lr: 3.367e-01, eta: 1 day, 14:24:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3275, top5_acc: 0.5820, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.2342 2020-10-05 03:35:41,771 - mmaction - INFO - Epoch [119][920/999] lr: 3.367e-01, eta: 1 day, 14:24:32, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3303, top5_acc: 0.5760, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.2304 2020-10-05 03:36:01,668 - mmaction - INFO - Epoch [119][940/999] lr: 3.367e-01, eta: 1 day, 14:24:12, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3379, top5_acc: 0.5822, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.1973 2020-10-05 03:36:21,562 - mmaction - INFO - Epoch [119][960/999] lr: 3.367e-01, eta: 1 day, 14:23:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3294, top5_acc: 0.5724, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.2540 2020-10-05 03:36:41,502 - mmaction - INFO - Epoch [119][980/999] lr: 3.367e-01, eta: 1 day, 14:23:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3363, top5_acc: 0.5878, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.2156 2020-10-05 03:37:50,094 - mmaction - INFO - Epoch [120][20/999] lr: 3.331e-01, eta: 1 day, 14:23:03, time: 2.470, data_time: 1.433, memory: 8478, top1_acc: 0.3426, top5_acc: 0.5926, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2229 2020-10-05 03:38:09,737 - mmaction - INFO - Epoch [120][40/999] lr: 3.331e-01, eta: 1 day, 14:22:42, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5829, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.2243 2020-10-05 03:38:29,518 - mmaction - INFO - Epoch [120][60/999] lr: 3.331e-01, eta: 1 day, 14:22:21, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5805, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.2340 2020-10-05 03:38:49,344 - mmaction - INFO - Epoch [120][80/999] lr: 3.331e-01, eta: 1 day, 14:22:01, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3378, top5_acc: 0.5837, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.2216 2020-10-05 03:39:09,299 - mmaction - INFO - Epoch [120][100/999] lr: 3.331e-01, eta: 1 day, 14:21:40, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3380, top5_acc: 0.5788, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.2198 2020-10-05 03:39:29,200 - mmaction - INFO - Epoch [120][120/999] lr: 3.331e-01, eta: 1 day, 14:21:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3329, top5_acc: 0.5939, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.2216 2020-10-05 03:39:49,004 - mmaction - INFO - Epoch [120][140/999] lr: 3.331e-01, eta: 1 day, 14:20:59, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3426, top5_acc: 0.5922, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.2285 2020-10-05 03:40:09,009 - mmaction - INFO - Epoch [120][160/999] lr: 3.331e-01, eta: 1 day, 14:20:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3393, top5_acc: 0.5960, loss_cls: 3.0786, loss: 3.0786, grad_norm: 1.2401 2020-10-05 03:40:29,018 - mmaction - INFO - Epoch [120][180/999] lr: 3.331e-01, eta: 1 day, 14:20:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3363, top5_acc: 0.5749, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.2308 2020-10-05 03:40:49,035 - mmaction - INFO - Epoch [120][200/999] lr: 3.331e-01, eta: 1 day, 14:19:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3307, top5_acc: 0.5797, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.2329 2020-10-05 03:41:08,909 - mmaction - INFO - Epoch [120][220/999] lr: 3.331e-01, eta: 1 day, 14:19:37, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3273, top5_acc: 0.5738, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.2122 2020-10-05 03:41:28,737 - mmaction - INFO - Epoch [120][240/999] lr: 3.331e-01, eta: 1 day, 14:19:17, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5904, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1968 2020-10-05 03:41:48,678 - mmaction - INFO - Epoch [120][260/999] lr: 3.331e-01, eta: 1 day, 14:18:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3368, top5_acc: 0.5746, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.2248 2020-10-05 03:42:08,623 - mmaction - INFO - Epoch [120][280/999] lr: 3.331e-01, eta: 1 day, 14:18:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3418, top5_acc: 0.5862, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.2400 2020-10-05 03:42:28,496 - mmaction - INFO - Epoch [120][300/999] lr: 3.331e-01, eta: 1 day, 14:18:15, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3456, top5_acc: 0.5879, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.2214 2020-10-05 03:42:48,393 - mmaction - INFO - Epoch [120][320/999] lr: 3.331e-01, eta: 1 day, 14:17:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3310, top5_acc: 0.5789, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.2266 2020-10-05 03:43:08,331 - mmaction - INFO - Epoch [120][340/999] lr: 3.331e-01, eta: 1 day, 14:17:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5939, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.2300 2020-10-05 03:43:28,154 - mmaction - INFO - Epoch [120][360/999] lr: 3.331e-01, eta: 1 day, 14:17:13, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3324, top5_acc: 0.5803, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.2479 2020-10-05 03:43:48,081 - mmaction - INFO - Epoch [120][380/999] lr: 3.331e-01, eta: 1 day, 14:16:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1961 2020-10-05 03:44:08,057 - mmaction - INFO - Epoch [120][400/999] lr: 3.331e-01, eta: 1 day, 14:16:32, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3478, top5_acc: 0.5913, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.2416 2020-10-05 03:44:27,943 - mmaction - INFO - Epoch [120][420/999] lr: 3.331e-01, eta: 1 day, 14:16:12, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3328, top5_acc: 0.5783, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.2321 2020-10-05 03:44:47,895 - mmaction - INFO - Epoch [120][440/999] lr: 3.331e-01, eta: 1 day, 14:15:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5862, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.2425 2020-10-05 03:45:07,709 - mmaction - INFO - Epoch [120][460/999] lr: 3.331e-01, eta: 1 day, 14:15:31, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3436, top5_acc: 0.5892, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.2307 2020-10-05 03:45:27,696 - mmaction - INFO - Epoch [120][480/999] lr: 3.331e-01, eta: 1 day, 14:15:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3240, top5_acc: 0.5775, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.2430 2020-10-05 03:45:47,626 - mmaction - INFO - Epoch [120][500/999] lr: 3.331e-01, eta: 1 day, 14:14:50, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3392, top5_acc: 0.5827, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.2170 2020-10-05 03:46:07,542 - mmaction - INFO - Epoch [120][520/999] lr: 3.331e-01, eta: 1 day, 14:14:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3243, top5_acc: 0.5767, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.2261 2020-10-05 03:46:27,424 - mmaction - INFO - Epoch [120][540/999] lr: 3.331e-01, eta: 1 day, 14:14:09, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3290, top5_acc: 0.5889, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.2254 2020-10-05 03:46:47,188 - mmaction - INFO - Epoch [120][560/999] lr: 3.331e-01, eta: 1 day, 14:13:48, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5926, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.2370 2020-10-05 03:47:07,025 - mmaction - INFO - Epoch [120][580/999] lr: 3.331e-01, eta: 1 day, 14:13:27, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5887, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.1945 2020-10-05 03:47:26,875 - mmaction - INFO - Epoch [120][600/999] lr: 3.331e-01, eta: 1 day, 14:13:07, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5871, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.2317 2020-10-05 03:47:46,722 - mmaction - INFO - Epoch [120][620/999] lr: 3.331e-01, eta: 1 day, 14:12:46, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.2227 2020-10-05 03:48:06,618 - mmaction - INFO - Epoch [120][640/999] lr: 3.331e-01, eta: 1 day, 14:12:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3210, top5_acc: 0.5747, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.2419 2020-10-05 03:48:26,527 - mmaction - INFO - Epoch [120][660/999] lr: 3.331e-01, eta: 1 day, 14:12:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5848, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.2382 2020-10-05 03:48:46,492 - mmaction - INFO - Epoch [120][680/999] lr: 3.331e-01, eta: 1 day, 14:11:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5835, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.2390 2020-10-05 03:49:06,349 - mmaction - INFO - Epoch [120][700/999] lr: 3.331e-01, eta: 1 day, 14:11:24, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3415, top5_acc: 0.5857, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.2144 2020-10-05 03:49:26,194 - mmaction - INFO - Epoch [120][720/999] lr: 3.331e-01, eta: 1 day, 14:11:04, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5829, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.2267 2020-10-05 03:49:46,108 - mmaction - INFO - Epoch [120][740/999] lr: 3.331e-01, eta: 1 day, 14:10:43, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.2197 2020-10-05 03:50:05,941 - mmaction - INFO - Epoch [120][760/999] lr: 3.331e-01, eta: 1 day, 14:10:22, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5868, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.2337 2020-10-05 03:50:25,824 - mmaction - INFO - Epoch [120][780/999] lr: 3.331e-01, eta: 1 day, 14:10:02, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3332, top5_acc: 0.5816, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.2369 2020-10-05 03:50:45,819 - mmaction - INFO - Epoch [120][800/999] lr: 3.331e-01, eta: 1 day, 14:09:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5880, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.2273 2020-10-05 03:51:05,728 - mmaction - INFO - Epoch [120][820/999] lr: 3.331e-01, eta: 1 day, 14:09:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3276, top5_acc: 0.5829, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.2412 2020-10-05 03:51:25,653 - mmaction - INFO - Epoch [120][840/999] lr: 3.331e-01, eta: 1 day, 14:09:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3349, top5_acc: 0.5855, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.2239 2020-10-05 03:51:45,517 - mmaction - INFO - Epoch [120][860/999] lr: 3.331e-01, eta: 1 day, 14:08:40, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3375, top5_acc: 0.5780, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.2437 2020-10-05 03:52:05,424 - mmaction - INFO - Epoch [120][880/999] lr: 3.331e-01, eta: 1 day, 14:08:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5801, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.2303 2020-10-05 03:52:25,170 - mmaction - INFO - Epoch [120][900/999] lr: 3.331e-01, eta: 1 day, 14:07:59, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3297, top5_acc: 0.5770, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.2378 2020-10-05 03:52:45,053 - mmaction - INFO - Epoch [120][920/999] lr: 3.331e-01, eta: 1 day, 14:07:38, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3363, top5_acc: 0.5784, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.2132 2020-10-05 03:53:04,916 - mmaction - INFO - Epoch [120][940/999] lr: 3.331e-01, eta: 1 day, 14:07:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3298, top5_acc: 0.5780, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.2298 2020-10-05 03:53:24,785 - mmaction - INFO - Epoch [120][960/999] lr: 3.331e-01, eta: 1 day, 14:06:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3263, top5_acc: 0.5751, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.2448 2020-10-05 03:53:44,775 - mmaction - INFO - Epoch [120][980/999] lr: 3.331e-01, eta: 1 day, 14:06:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5846, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.2008 2020-10-05 03:54:03,695 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-10-05 03:55:17,213 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 03:55:18,875 - mmaction - INFO - top1_acc 0.4216 top5_acc 0.6945 2020-10-05 03:55:18,875 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 03:55:19,030 - mmaction - INFO - mean_acc 0.4201 2020-10-05 03:55:19,030 - mmaction - INFO - Now best checkpoint is epoch_120.pth 2020-10-05 03:55:19,050 - mmaction - INFO - Epoch(val) [120][999] top1_acc: 0.4216, top5_acc: 0.6945, mean_class_accuracy: 0.4201 2020-10-05 03:56:05,554 - mmaction - INFO - Epoch [121][20/999] lr: 3.294e-01, eta: 1 day, 14:06:05, time: 2.323, data_time: 1.307, memory: 8478, top1_acc: 0.3341, top5_acc: 0.5831, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.2341 2020-10-05 03:56:25,199 - mmaction - INFO - Epoch [121][40/999] lr: 3.294e-01, eta: 1 day, 14:05:44, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.3418, top5_acc: 0.5884, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.2408 2020-10-05 03:56:44,857 - mmaction - INFO - Epoch [121][60/999] lr: 3.294e-01, eta: 1 day, 14:05:24, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.3301, top5_acc: 0.5839, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.2512 2020-10-05 03:57:04,670 - mmaction - INFO - Epoch [121][80/999] lr: 3.294e-01, eta: 1 day, 14:05:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5900, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.2050 2020-10-05 03:57:24,501 - mmaction - INFO - Epoch [121][100/999] lr: 3.294e-01, eta: 1 day, 14:04:42, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3378, top5_acc: 0.5896, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.2255 2020-10-05 03:57:44,399 - mmaction - INFO - Epoch [121][120/999] lr: 3.294e-01, eta: 1 day, 14:04:22, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3497, top5_acc: 0.5928, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.2202 2020-10-05 03:58:04,249 - mmaction - INFO - Epoch [121][140/999] lr: 3.294e-01, eta: 1 day, 14:04:01, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5832, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.2463 2020-10-05 03:58:24,149 - mmaction - INFO - Epoch [121][160/999] lr: 3.294e-01, eta: 1 day, 14:03:41, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5898, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.2098 2020-10-05 03:58:44,089 - mmaction - INFO - Epoch [121][180/999] lr: 3.294e-01, eta: 1 day, 14:03:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3427, top5_acc: 0.5940, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.2336 2020-10-05 03:59:04,114 - mmaction - INFO - Epoch [121][200/999] lr: 3.294e-01, eta: 1 day, 14:03:00, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5934, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.2289 2020-10-05 03:59:23,927 - mmaction - INFO - Epoch [121][220/999] lr: 3.294e-01, eta: 1 day, 14:02:39, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3283, top5_acc: 0.5788, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.2096 2020-10-05 03:59:43,863 - mmaction - INFO - Epoch [121][240/999] lr: 3.294e-01, eta: 1 day, 14:02:19, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5845, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.2372 2020-10-05 04:00:05,140 - mmaction - INFO - Epoch [121][260/999] lr: 3.294e-01, eta: 1 day, 14:02:00, time: 1.065, data_time: 0.003, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5767, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.2315 2020-10-05 04:00:25,941 - mmaction - INFO - Epoch [121][280/999] lr: 3.294e-01, eta: 1 day, 14:01:40, time: 1.039, data_time: 0.002, memory: 8478, top1_acc: 0.3428, top5_acc: 0.5893, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1986 2020-10-05 04:00:45,879 - mmaction - INFO - Epoch [121][300/999] lr: 3.294e-01, eta: 1 day, 14:01:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3345, top5_acc: 0.5896, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.2452 2020-10-05 04:01:05,757 - mmaction - INFO - Epoch [121][320/999] lr: 3.294e-01, eta: 1 day, 14:00:59, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3310, top5_acc: 0.5799, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.2236 2020-10-05 04:01:25,603 - mmaction - INFO - Epoch [121][340/999] lr: 3.294e-01, eta: 1 day, 14:00:39, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3380, top5_acc: 0.5862, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.2389 2020-10-05 04:01:45,597 - mmaction - INFO - Epoch [121][360/999] lr: 3.294e-01, eta: 1 day, 14:00:18, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5858, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.2583 2020-10-05 04:02:05,506 - mmaction - INFO - Epoch [121][380/999] lr: 3.294e-01, eta: 1 day, 13:59:58, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3415, top5_acc: 0.5846, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.2238 2020-10-05 04:02:25,408 - mmaction - INFO - Epoch [121][400/999] lr: 3.294e-01, eta: 1 day, 13:59:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5872, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.2296 2020-10-05 04:02:45,378 - mmaction - INFO - Epoch [121][420/999] lr: 3.294e-01, eta: 1 day, 13:59:17, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5855, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.2418 2020-10-05 04:03:05,185 - mmaction - INFO - Epoch [121][440/999] lr: 3.294e-01, eta: 1 day, 13:58:56, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3345, top5_acc: 0.5853, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.2290 2020-10-05 04:03:25,119 - mmaction - INFO - Epoch [121][460/999] lr: 3.294e-01, eta: 1 day, 13:58:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3395, top5_acc: 0.5891, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.2331 2020-10-05 04:03:45,084 - mmaction - INFO - Epoch [121][480/999] lr: 3.294e-01, eta: 1 day, 13:58:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3402, top5_acc: 0.5910, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.2266 2020-10-05 04:04:04,945 - mmaction - INFO - Epoch [121][500/999] lr: 3.294e-01, eta: 1 day, 13:57:55, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3307, top5_acc: 0.5802, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.2453 2020-10-05 04:04:24,882 - mmaction - INFO - Epoch [121][520/999] lr: 3.294e-01, eta: 1 day, 13:57:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3335, top5_acc: 0.5833, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.2255 2020-10-05 04:04:44,855 - mmaction - INFO - Epoch [121][540/999] lr: 3.294e-01, eta: 1 day, 13:57:14, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3452, top5_acc: 0.5934, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.2369 2020-10-05 04:05:04,825 - mmaction - INFO - Epoch [121][560/999] lr: 3.294e-01, eta: 1 day, 13:56:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5796, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.2474 2020-10-05 04:05:24,766 - mmaction - INFO - Epoch [121][580/999] lr: 3.294e-01, eta: 1 day, 13:56:33, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3277, top5_acc: 0.5806, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.2480 2020-10-05 04:05:44,668 - mmaction - INFO - Epoch [121][600/999] lr: 3.294e-01, eta: 1 day, 13:56:12, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5783, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.2346 2020-10-05 04:06:04,594 - mmaction - INFO - Epoch [121][620/999] lr: 3.294e-01, eta: 1 day, 13:55:52, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5895, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.2260 2020-10-05 04:06:24,490 - mmaction - INFO - Epoch [121][640/999] lr: 3.294e-01, eta: 1 day, 13:55:31, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5850, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.2400 2020-10-05 04:06:44,343 - mmaction - INFO - Epoch [121][660/999] lr: 3.294e-01, eta: 1 day, 13:55:11, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5757, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.2435 2020-10-05 04:07:04,297 - mmaction - INFO - Epoch [121][680/999] lr: 3.294e-01, eta: 1 day, 13:54:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5879, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.2268 2020-10-05 04:07:24,283 - mmaction - INFO - Epoch [121][700/999] lr: 3.294e-01, eta: 1 day, 13:54:30, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3385, top5_acc: 0.5850, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.2315 2020-10-05 04:07:44,162 - mmaction - INFO - Epoch [121][720/999] lr: 3.294e-01, eta: 1 day, 13:54:09, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3457, top5_acc: 0.5862, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.2369 2020-10-05 04:08:04,076 - mmaction - INFO - Epoch [121][740/999] lr: 3.294e-01, eta: 1 day, 13:53:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5937, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.2313 2020-10-05 04:08:24,033 - mmaction - INFO - Epoch [121][760/999] lr: 3.294e-01, eta: 1 day, 13:53:28, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3393, top5_acc: 0.5871, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.2243 2020-10-05 04:08:44,026 - mmaction - INFO - Epoch [121][780/999] lr: 3.294e-01, eta: 1 day, 13:53:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3302, top5_acc: 0.5749, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.2473 2020-10-05 04:09:04,040 - mmaction - INFO - Epoch [121][800/999] lr: 3.294e-01, eta: 1 day, 13:52:47, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5857, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.2379 2020-10-05 04:09:24,096 - mmaction - INFO - Epoch [121][820/999] lr: 3.294e-01, eta: 1 day, 13:52:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5757, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.2261 2020-10-05 04:09:43,903 - mmaction - INFO - Epoch [121][840/999] lr: 3.294e-01, eta: 1 day, 13:52:06, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3234, top5_acc: 0.5799, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.2338 2020-10-05 04:10:03,807 - mmaction - INFO - Epoch [121][860/999] lr: 3.294e-01, eta: 1 day, 13:51:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.2227 2020-10-05 04:10:23,625 - mmaction - INFO - Epoch [121][880/999] lr: 3.294e-01, eta: 1 day, 13:51:25, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3331, top5_acc: 0.5871, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.2228 2020-10-05 04:10:43,538 - mmaction - INFO - Epoch [121][900/999] lr: 3.294e-01, eta: 1 day, 13:51:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5908, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.2073 2020-10-05 04:11:03,360 - mmaction - INFO - Epoch [121][920/999] lr: 3.294e-01, eta: 1 day, 13:50:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3312, top5_acc: 0.5708, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.2292 2020-10-05 04:11:23,297 - mmaction - INFO - Epoch [121][940/999] lr: 3.294e-01, eta: 1 day, 13:50:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5935, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.2088 2020-10-05 04:11:43,256 - mmaction - INFO - Epoch [121][960/999] lr: 3.294e-01, eta: 1 day, 13:50:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3246, top5_acc: 0.5762, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.2352 2020-10-05 04:12:03,161 - mmaction - INFO - Epoch [121][980/999] lr: 3.294e-01, eta: 1 day, 13:49:43, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3452, top5_acc: 0.5922, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.2113 2020-10-05 04:13:15,601 - mmaction - INFO - Epoch [122][20/999] lr: 3.257e-01, eta: 1 day, 13:49:17, time: 2.589, data_time: 1.584, memory: 8478, top1_acc: 0.3501, top5_acc: 0.5977, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.2119 2020-10-05 04:13:35,278 - mmaction - INFO - Epoch [122][40/999] lr: 3.257e-01, eta: 1 day, 13:48:56, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.3514, top5_acc: 0.6039, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.2372 2020-10-05 04:13:55,101 - mmaction - INFO - Epoch [122][60/999] lr: 3.257e-01, eta: 1 day, 13:48:36, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3473, top5_acc: 0.5885, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.2350 2020-10-05 04:14:14,961 - mmaction - INFO - Epoch [122][80/999] lr: 3.257e-01, eta: 1 day, 13:48:15, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3439, top5_acc: 0.5874, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.2382 2020-10-05 04:14:34,872 - mmaction - INFO - Epoch [122][100/999] lr: 3.257e-01, eta: 1 day, 13:47:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5878, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.2481 2020-10-05 04:14:54,765 - mmaction - INFO - Epoch [122][120/999] lr: 3.257e-01, eta: 1 day, 13:47:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5926, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2296 2020-10-05 04:15:14,610 - mmaction - INFO - Epoch [122][140/999] lr: 3.257e-01, eta: 1 day, 13:47:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5911, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.2298 2020-10-05 04:15:34,560 - mmaction - INFO - Epoch [122][160/999] lr: 3.257e-01, eta: 1 day, 13:46:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5859, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.2424 2020-10-05 04:15:54,392 - mmaction - INFO - Epoch [122][180/999] lr: 3.257e-01, eta: 1 day, 13:46:33, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3319, top5_acc: 0.5842, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.2256 2020-10-05 04:16:14,324 - mmaction - INFO - Epoch [122][200/999] lr: 3.257e-01, eta: 1 day, 13:46:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.2186 2020-10-05 04:16:34,232 - mmaction - INFO - Epoch [122][220/999] lr: 3.257e-01, eta: 1 day, 13:45:52, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3379, top5_acc: 0.5855, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.2244 2020-10-05 04:16:54,119 - mmaction - INFO - Epoch [122][240/999] lr: 3.257e-01, eta: 1 day, 13:45:31, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3427, top5_acc: 0.5887, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.2706 2020-10-05 04:17:13,996 - mmaction - INFO - Epoch [122][260/999] lr: 3.257e-01, eta: 1 day, 13:45:10, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5828, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.2359 2020-10-05 04:17:33,835 - mmaction - INFO - Epoch [122][280/999] lr: 3.257e-01, eta: 1 day, 13:44:50, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5824, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.2342 2020-10-05 04:17:53,762 - mmaction - INFO - Epoch [122][300/999] lr: 3.257e-01, eta: 1 day, 13:44:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5906, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.2289 2020-10-05 04:18:13,735 - mmaction - INFO - Epoch [122][320/999] lr: 3.257e-01, eta: 1 day, 13:44:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3438, top5_acc: 0.5900, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.2341 2020-10-05 04:18:33,708 - mmaction - INFO - Epoch [122][340/999] lr: 3.257e-01, eta: 1 day, 13:43:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5850, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.2437 2020-10-05 04:18:53,620 - mmaction - INFO - Epoch [122][360/999] lr: 3.257e-01, eta: 1 day, 13:43:28, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3341, top5_acc: 0.5784, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.2438 2020-10-05 04:19:13,563 - mmaction - INFO - Epoch [122][380/999] lr: 3.257e-01, eta: 1 day, 13:43:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3422, top5_acc: 0.5918, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.2353 2020-10-05 04:19:33,398 - mmaction - INFO - Epoch [122][400/999] lr: 3.257e-01, eta: 1 day, 13:42:47, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.2526 2020-10-05 04:19:53,328 - mmaction - INFO - Epoch [122][420/999] lr: 3.257e-01, eta: 1 day, 13:42:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3368, top5_acc: 0.5848, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.2372 2020-10-05 04:20:13,251 - mmaction - INFO - Epoch [122][440/999] lr: 3.257e-01, eta: 1 day, 13:42:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5962, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.2226 2020-10-05 04:20:33,162 - mmaction - INFO - Epoch [122][460/999] lr: 3.257e-01, eta: 1 day, 13:41:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5910, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.2353 2020-10-05 04:20:53,087 - mmaction - INFO - Epoch [122][480/999] lr: 3.257e-01, eta: 1 day, 13:41:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3417, top5_acc: 0.5872, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.2292 2020-10-05 04:21:13,119 - mmaction - INFO - Epoch [122][500/999] lr: 3.257e-01, eta: 1 day, 13:41:05, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5915, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.2446 2020-10-05 04:21:32,975 - mmaction - INFO - Epoch [122][520/999] lr: 3.257e-01, eta: 1 day, 13:40:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3366, top5_acc: 0.5906, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.2461 2020-10-05 04:21:52,901 - mmaction - INFO - Epoch [122][540/999] lr: 3.257e-01, eta: 1 day, 13:40:24, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3368, top5_acc: 0.5815, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.2460 2020-10-05 04:22:12,813 - mmaction - INFO - Epoch [122][560/999] lr: 3.257e-01, eta: 1 day, 13:40:03, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5901, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.2352 2020-10-05 04:22:32,679 - mmaction - INFO - Epoch [122][580/999] lr: 3.257e-01, eta: 1 day, 13:39:43, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3401, top5_acc: 0.5910, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.2437 2020-10-05 04:22:52,517 - mmaction - INFO - Epoch [122][600/999] lr: 3.257e-01, eta: 1 day, 13:39:22, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5863, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.2488 2020-10-05 04:23:12,471 - mmaction - INFO - Epoch [122][620/999] lr: 3.257e-01, eta: 1 day, 13:39:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5785, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.2420 2020-10-05 04:23:32,412 - mmaction - INFO - Epoch [122][640/999] lr: 3.257e-01, eta: 1 day, 13:38:41, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5809, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.2393 2020-10-05 04:23:52,421 - mmaction - INFO - Epoch [122][660/999] lr: 3.257e-01, eta: 1 day, 13:38:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5896, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.2387 2020-10-05 04:24:12,511 - mmaction - INFO - Epoch [122][680/999] lr: 3.257e-01, eta: 1 day, 13:38:00, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.3375, top5_acc: 0.5853, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.2540 2020-10-05 04:24:32,459 - mmaction - INFO - Epoch [122][700/999] lr: 3.257e-01, eta: 1 day, 13:37:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3362, top5_acc: 0.5801, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.2403 2020-10-05 04:24:52,333 - mmaction - INFO - Epoch [122][720/999] lr: 3.257e-01, eta: 1 day, 13:37:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5917, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.2307 2020-10-05 04:25:12,227 - mmaction - INFO - Epoch [122][740/999] lr: 3.257e-01, eta: 1 day, 13:36:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3414, top5_acc: 0.5840, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.2578 2020-10-05 04:25:32,133 - mmaction - INFO - Epoch [122][760/999] lr: 3.257e-01, eta: 1 day, 13:36:38, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3332, top5_acc: 0.5836, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.2310 2020-10-05 04:25:51,991 - mmaction - INFO - Epoch [122][780/999] lr: 3.257e-01, eta: 1 day, 13:36:18, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5865, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.2433 2020-10-05 04:26:12,014 - mmaction - INFO - Epoch [122][800/999] lr: 3.257e-01, eta: 1 day, 13:35:57, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3451, top5_acc: 0.5841, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.2271 2020-10-05 04:26:31,921 - mmaction - INFO - Epoch [122][820/999] lr: 3.257e-01, eta: 1 day, 13:35:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3322, top5_acc: 0.5831, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.2360 2020-10-05 04:26:51,854 - mmaction - INFO - Epoch [122][840/999] lr: 3.257e-01, eta: 1 day, 13:35:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3393, top5_acc: 0.5853, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.2268 2020-10-05 04:27:11,646 - mmaction - INFO - Epoch [122][860/999] lr: 3.257e-01, eta: 1 day, 13:34:56, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3328, top5_acc: 0.5747, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.2225 2020-10-05 04:27:31,526 - mmaction - INFO - Epoch [122][880/999] lr: 3.257e-01, eta: 1 day, 13:34:35, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5842, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.2116 2020-10-05 04:27:51,499 - mmaction - INFO - Epoch [122][900/999] lr: 3.257e-01, eta: 1 day, 13:34:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3335, top5_acc: 0.5846, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.2632 2020-10-05 04:28:11,349 - mmaction - INFO - Epoch [122][920/999] lr: 3.257e-01, eta: 1 day, 13:33:54, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3428, top5_acc: 0.5875, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.2147 2020-10-05 04:28:31,387 - mmaction - INFO - Epoch [122][940/999] lr: 3.257e-01, eta: 1 day, 13:33:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3350, top5_acc: 0.5801, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.2703 2020-10-05 04:28:51,333 - mmaction - INFO - Epoch [122][960/999] lr: 3.257e-01, eta: 1 day, 13:33:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3434, top5_acc: 0.5999, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.2436 2020-10-05 04:29:11,184 - mmaction - INFO - Epoch [122][980/999] lr: 3.257e-01, eta: 1 day, 13:32:53, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5852, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.2462 2020-10-05 04:30:21,738 - mmaction - INFO - Epoch [123][20/999] lr: 3.221e-01, eta: 1 day, 13:32:27, time: 2.578, data_time: 1.530, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5888, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.2243 2020-10-05 04:30:41,531 - mmaction - INFO - Epoch [123][40/999] lr: 3.221e-01, eta: 1 day, 13:32:06, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3426, top5_acc: 0.5844, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.2513 2020-10-05 04:31:01,400 - mmaction - INFO - Epoch [123][60/999] lr: 3.221e-01, eta: 1 day, 13:31:46, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5953, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.2215 2020-10-05 04:31:21,248 - mmaction - INFO - Epoch [123][80/999] lr: 3.221e-01, eta: 1 day, 13:31:25, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5960, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.2533 2020-10-05 04:31:41,182 - mmaction - INFO - Epoch [123][100/999] lr: 3.221e-01, eta: 1 day, 13:31:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5951, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.2528 2020-10-05 04:32:01,122 - mmaction - INFO - Epoch [123][120/999] lr: 3.221e-01, eta: 1 day, 13:30:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3437, top5_acc: 0.5928, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.2187 2020-10-05 04:32:20,980 - mmaction - INFO - Epoch [123][140/999] lr: 3.221e-01, eta: 1 day, 13:30:23, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3451, top5_acc: 0.5926, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.2486 2020-10-05 04:32:40,824 - mmaction - INFO - Epoch [123][160/999] lr: 3.221e-01, eta: 1 day, 13:30:03, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3370, top5_acc: 0.5875, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.2565 2020-10-05 04:33:00,757 - mmaction - INFO - Epoch [123][180/999] lr: 3.221e-01, eta: 1 day, 13:29:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3453, top5_acc: 0.5872, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2476 2020-10-05 04:33:20,796 - mmaction - INFO - Epoch [123][200/999] lr: 3.221e-01, eta: 1 day, 13:29:22, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3365, top5_acc: 0.6017, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.2358 2020-10-05 04:33:40,712 - mmaction - INFO - Epoch [123][220/999] lr: 3.221e-01, eta: 1 day, 13:29:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5924, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.2438 2020-10-05 04:34:00,541 - mmaction - INFO - Epoch [123][240/999] lr: 3.221e-01, eta: 1 day, 13:28:41, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5831, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.2461 2020-10-05 04:34:20,523 - mmaction - INFO - Epoch [123][260/999] lr: 3.221e-01, eta: 1 day, 13:28:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5822, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.2351 2020-10-05 04:34:40,533 - mmaction - INFO - Epoch [123][280/999] lr: 3.221e-01, eta: 1 day, 13:28:00, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5879, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.2313 2020-10-05 04:35:00,428 - mmaction - INFO - Epoch [123][300/999] lr: 3.221e-01, eta: 1 day, 13:27:40, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5837, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.2409 2020-10-05 04:35:20,369 - mmaction - INFO - Epoch [123][320/999] lr: 3.221e-01, eta: 1 day, 13:27:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5930, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.2288 2020-10-05 04:35:40,238 - mmaction - INFO - Epoch [123][340/999] lr: 3.221e-01, eta: 1 day, 13:26:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5887, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.2477 2020-10-05 04:36:00,218 - mmaction - INFO - Epoch [123][360/999] lr: 3.221e-01, eta: 1 day, 13:26:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3448, top5_acc: 0.5901, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.2267 2020-10-05 04:36:20,207 - mmaction - INFO - Epoch [123][380/999] lr: 3.221e-01, eta: 1 day, 13:26:18, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3413, top5_acc: 0.5948, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.2432 2020-10-05 04:36:40,051 - mmaction - INFO - Epoch [123][400/999] lr: 3.221e-01, eta: 1 day, 13:25:57, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3323, top5_acc: 0.5878, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.2363 2020-10-05 04:36:59,951 - mmaction - INFO - Epoch [123][420/999] lr: 3.221e-01, eta: 1 day, 13:25:37, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5956, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.2395 2020-10-05 04:37:19,982 - mmaction - INFO - Epoch [123][440/999] lr: 3.221e-01, eta: 1 day, 13:25:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5902, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.2121 2020-10-05 04:37:40,013 - mmaction - INFO - Epoch [123][460/999] lr: 3.221e-01, eta: 1 day, 13:24:56, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5995, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.2499 2020-10-05 04:37:59,961 - mmaction - INFO - Epoch [123][480/999] lr: 3.221e-01, eta: 1 day, 13:24:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5831, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.2598 2020-10-05 04:38:19,926 - mmaction - INFO - Epoch [123][500/999] lr: 3.221e-01, eta: 1 day, 13:24:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5893, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.2332 2020-10-05 04:38:39,924 - mmaction - INFO - Epoch [123][520/999] lr: 3.221e-01, eta: 1 day, 13:23:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3392, top5_acc: 0.5902, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.2462 2020-10-05 04:38:59,743 - mmaction - INFO - Epoch [123][540/999] lr: 3.221e-01, eta: 1 day, 13:23:34, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5815, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.2360 2020-10-05 04:39:19,708 - mmaction - INFO - Epoch [123][560/999] lr: 3.221e-01, eta: 1 day, 13:23:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3367, top5_acc: 0.5799, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.2383 2020-10-05 04:39:39,609 - mmaction - INFO - Epoch [123][580/999] lr: 3.221e-01, eta: 1 day, 13:22:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3477, top5_acc: 0.5960, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.2308 2020-10-05 04:39:59,559 - mmaction - INFO - Epoch [123][600/999] lr: 3.221e-01, eta: 1 day, 13:22:33, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3487, top5_acc: 0.5970, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.2400 2020-10-05 04:40:19,475 - mmaction - INFO - Epoch [123][620/999] lr: 3.221e-01, eta: 1 day, 13:22:12, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3311, top5_acc: 0.5872, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.2600 2020-10-05 04:40:39,407 - mmaction - INFO - Epoch [123][640/999] lr: 3.221e-01, eta: 1 day, 13:21:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5857, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.2316 2020-10-05 04:40:59,392 - mmaction - INFO - Epoch [123][660/999] lr: 3.221e-01, eta: 1 day, 13:21:31, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3344, top5_acc: 0.5771, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.2420 2020-10-05 04:41:19,280 - mmaction - INFO - Epoch [123][680/999] lr: 3.221e-01, eta: 1 day, 13:21:11, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5835, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.2530 2020-10-05 04:41:39,110 - mmaction - INFO - Epoch [123][700/999] lr: 3.221e-01, eta: 1 day, 13:20:50, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3315, top5_acc: 0.5757, loss_cls: 3.1493, loss: 3.1493, grad_norm: 1.2457 2020-10-05 04:41:59,087 - mmaction - INFO - Epoch [123][720/999] lr: 3.221e-01, eta: 1 day, 13:20:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3448, top5_acc: 0.5839, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.2387 2020-10-05 04:42:19,094 - mmaction - INFO - Epoch [123][740/999] lr: 3.221e-01, eta: 1 day, 13:20:09, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3447, top5_acc: 0.5845, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.2318 2020-10-05 04:42:38,952 - mmaction - INFO - Epoch [123][760/999] lr: 3.221e-01, eta: 1 day, 13:19:49, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3391, top5_acc: 0.5887, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.2416 2020-10-05 04:42:58,900 - mmaction - INFO - Epoch [123][780/999] lr: 3.221e-01, eta: 1 day, 13:19:28, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3368, top5_acc: 0.5846, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.2359 2020-10-05 04:43:18,824 - mmaction - INFO - Epoch [123][800/999] lr: 3.221e-01, eta: 1 day, 13:19:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5876, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.2239 2020-10-05 04:43:38,853 - mmaction - INFO - Epoch [123][820/999] lr: 3.221e-01, eta: 1 day, 13:18:47, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3327, top5_acc: 0.5945, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.2421 2020-10-05 04:43:58,737 - mmaction - INFO - Epoch [123][840/999] lr: 3.221e-01, eta: 1 day, 13:18:27, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5874, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.2423 2020-10-05 04:44:18,650 - mmaction - INFO - Epoch [123][860/999] lr: 3.221e-01, eta: 1 day, 13:18:06, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5926, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.2412 2020-10-05 04:44:38,552 - mmaction - INFO - Epoch [123][880/999] lr: 3.221e-01, eta: 1 day, 13:17:46, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3374, top5_acc: 0.5794, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.2569 2020-10-05 04:44:58,464 - mmaction - INFO - Epoch [123][900/999] lr: 3.221e-01, eta: 1 day, 13:17:25, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5868, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.2268 2020-10-05 04:45:18,455 - mmaction - INFO - Epoch [123][920/999] lr: 3.221e-01, eta: 1 day, 13:17:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3345, top5_acc: 0.5865, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2529 2020-10-05 04:45:38,460 - mmaction - INFO - Epoch [123][940/999] lr: 3.221e-01, eta: 1 day, 13:16:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3379, top5_acc: 0.5882, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.2536 2020-10-05 04:45:58,452 - mmaction - INFO - Epoch [123][960/999] lr: 3.221e-01, eta: 1 day, 13:16:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3326, top5_acc: 0.5753, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.2425 2020-10-05 04:46:18,437 - mmaction - INFO - Epoch [123][980/999] lr: 3.221e-01, eta: 1 day, 13:16:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3438, top5_acc: 0.5962, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.2433 2020-10-05 04:47:27,494 - mmaction - INFO - Epoch [124][20/999] lr: 3.184e-01, eta: 1 day, 13:15:36, time: 2.494, data_time: 1.444, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5796, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.2609 2020-10-05 04:47:47,151 - mmaction - INFO - Epoch [124][40/999] lr: 3.184e-01, eta: 1 day, 13:15:15, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5865, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.2562 2020-10-05 04:48:07,032 - mmaction - INFO - Epoch [124][60/999] lr: 3.184e-01, eta: 1 day, 13:14:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3483, top5_acc: 0.5931, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.2365 2020-10-05 04:48:26,956 - mmaction - INFO - Epoch [124][80/999] lr: 3.184e-01, eta: 1 day, 13:14:34, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5884, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.2568 2020-10-05 04:48:46,823 - mmaction - INFO - Epoch [124][100/999] lr: 3.184e-01, eta: 1 day, 13:14:13, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5853, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.2472 2020-10-05 04:49:06,793 - mmaction - INFO - Epoch [124][120/999] lr: 3.184e-01, eta: 1 day, 13:13:53, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5906, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.2385 2020-10-05 04:49:26,705 - mmaction - INFO - Epoch [124][140/999] lr: 3.184e-01, eta: 1 day, 13:13:32, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3448, top5_acc: 0.5991, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.2269 2020-10-05 04:49:46,594 - mmaction - INFO - Epoch [124][160/999] lr: 3.184e-01, eta: 1 day, 13:13:12, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3503, top5_acc: 0.5936, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.2702 2020-10-05 04:50:06,552 - mmaction - INFO - Epoch [124][180/999] lr: 3.184e-01, eta: 1 day, 13:12:51, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3354, top5_acc: 0.5792, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.2492 2020-10-05 04:50:26,540 - mmaction - INFO - Epoch [124][200/999] lr: 3.184e-01, eta: 1 day, 13:12:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3486, top5_acc: 0.5992, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.2206 2020-10-05 04:50:46,429 - mmaction - INFO - Epoch [124][220/999] lr: 3.184e-01, eta: 1 day, 13:12:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3411, top5_acc: 0.5878, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.2437 2020-10-05 04:51:06,493 - mmaction - INFO - Epoch [124][240/999] lr: 3.184e-01, eta: 1 day, 13:11:50, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3480, top5_acc: 0.5878, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.2432 2020-10-05 04:51:26,426 - mmaction - INFO - Epoch [124][260/999] lr: 3.184e-01, eta: 1 day, 13:11:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5986, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.2595 2020-10-05 04:51:46,297 - mmaction - INFO - Epoch [124][280/999] lr: 3.184e-01, eta: 1 day, 13:11:09, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3536, top5_acc: 0.5975, loss_cls: 3.0052, loss: 3.0052, grad_norm: 1.2536 2020-10-05 04:52:06,237 - mmaction - INFO - Epoch [124][300/999] lr: 3.184e-01, eta: 1 day, 13:10:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3406, top5_acc: 0.5849, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.2770 2020-10-05 04:52:26,184 - mmaction - INFO - Epoch [124][320/999] lr: 3.184e-01, eta: 1 day, 13:10:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3441, top5_acc: 0.5931, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.2789 2020-10-05 04:52:46,031 - mmaction - INFO - Epoch [124][340/999] lr: 3.184e-01, eta: 1 day, 13:10:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5887, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.2373 2020-10-05 04:53:06,102 - mmaction - INFO - Epoch [124][360/999] lr: 3.184e-01, eta: 1 day, 13:09:47, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5954, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.2439 2020-10-05 04:53:25,930 - mmaction - INFO - Epoch [124][380/999] lr: 3.184e-01, eta: 1 day, 13:09:27, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3447, top5_acc: 0.5930, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.2536 2020-10-05 04:53:45,878 - mmaction - INFO - Epoch [124][400/999] lr: 3.184e-01, eta: 1 day, 13:09:06, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3436, top5_acc: 0.5794, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.2438 2020-10-05 04:54:05,843 - mmaction - INFO - Epoch [124][420/999] lr: 3.184e-01, eta: 1 day, 13:08:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3368, top5_acc: 0.5930, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.2556 2020-10-05 04:54:25,721 - mmaction - INFO - Epoch [124][440/999] lr: 3.184e-01, eta: 1 day, 13:08:25, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3352, top5_acc: 0.5857, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.2492 2020-10-05 04:54:45,644 - mmaction - INFO - Epoch [124][460/999] lr: 3.184e-01, eta: 1 day, 13:08:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3500, top5_acc: 0.5932, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.2308 2020-10-05 04:55:05,618 - mmaction - INFO - Epoch [124][480/999] lr: 3.184e-01, eta: 1 day, 13:07:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3376, top5_acc: 0.5900, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.2594 2020-10-05 04:55:25,588 - mmaction - INFO - Epoch [124][500/999] lr: 3.184e-01, eta: 1 day, 13:07:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3467, top5_acc: 0.5990, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.2461 2020-10-05 04:55:45,481 - mmaction - INFO - Epoch [124][520/999] lr: 3.184e-01, eta: 1 day, 13:07:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5878, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.2649 2020-10-05 04:56:05,311 - mmaction - INFO - Epoch [124][540/999] lr: 3.184e-01, eta: 1 day, 13:06:43, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3363, top5_acc: 0.5839, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.2549 2020-10-05 04:56:25,218 - mmaction - INFO - Epoch [124][560/999] lr: 3.184e-01, eta: 1 day, 13:06:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5876, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.2613 2020-10-05 04:56:45,130 - mmaction - INFO - Epoch [124][580/999] lr: 3.184e-01, eta: 1 day, 13:06:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3465, top5_acc: 0.5908, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.2495 2020-10-05 04:57:05,080 - mmaction - INFO - Epoch [124][600/999] lr: 3.184e-01, eta: 1 day, 13:05:41, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3400, top5_acc: 0.5909, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.2626 2020-10-05 04:57:25,070 - mmaction - INFO - Epoch [124][620/999] lr: 3.184e-01, eta: 1 day, 13:05:21, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5816, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.2548 2020-10-05 04:57:44,948 - mmaction - INFO - Epoch [124][640/999] lr: 3.184e-01, eta: 1 day, 13:05:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3395, top5_acc: 0.5898, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.2498 2020-10-05 04:58:04,875 - mmaction - INFO - Epoch [124][660/999] lr: 3.184e-01, eta: 1 day, 13:04:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3289, top5_acc: 0.5783, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.2514 2020-10-05 04:58:24,790 - mmaction - INFO - Epoch [124][680/999] lr: 3.184e-01, eta: 1 day, 13:04:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5841, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.2377 2020-10-05 04:58:44,636 - mmaction - INFO - Epoch [124][700/999] lr: 3.184e-01, eta: 1 day, 13:03:59, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3383, top5_acc: 0.5921, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.2505 2020-10-05 04:59:04,683 - mmaction - INFO - Epoch [124][720/999] lr: 3.184e-01, eta: 1 day, 13:03:39, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.2497 2020-10-05 04:59:24,646 - mmaction - INFO - Epoch [124][740/999] lr: 3.184e-01, eta: 1 day, 13:03:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3353, top5_acc: 0.5845, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.2347 2020-10-05 04:59:44,578 - mmaction - INFO - Epoch [124][760/999] lr: 3.184e-01, eta: 1 day, 13:02:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3401, top5_acc: 0.5932, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.2295 2020-10-05 05:00:05,651 - mmaction - INFO - Epoch [124][780/999] lr: 3.184e-01, eta: 1 day, 13:02:39, time: 1.055, data_time: 0.002, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5931, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.2541 2020-10-05 05:00:26,436 - mmaction - INFO - Epoch [124][800/999] lr: 3.184e-01, eta: 1 day, 13:02:19, time: 1.038, data_time: 0.002, memory: 8478, top1_acc: 0.3452, top5_acc: 0.5883, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.2396 2020-10-05 05:00:46,406 - mmaction - INFO - Epoch [124][820/999] lr: 3.184e-01, eta: 1 day, 13:01:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3303, top5_acc: 0.5789, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.2453 2020-10-05 05:01:06,296 - mmaction - INFO - Epoch [124][840/999] lr: 3.184e-01, eta: 1 day, 13:01:38, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3496, top5_acc: 0.6004, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.2579 2020-10-05 05:01:26,253 - mmaction - INFO - Epoch [124][860/999] lr: 3.184e-01, eta: 1 day, 13:01:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3392, top5_acc: 0.5882, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.2513 2020-10-05 05:01:46,277 - mmaction - INFO - Epoch [124][880/999] lr: 3.184e-01, eta: 1 day, 13:00:57, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.2579 2020-10-05 05:02:06,080 - mmaction - INFO - Epoch [124][900/999] lr: 3.184e-01, eta: 1 day, 13:00:37, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3337, top5_acc: 0.5889, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.2344 2020-10-05 05:02:26,039 - mmaction - INFO - Epoch [124][920/999] lr: 3.184e-01, eta: 1 day, 13:00:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5977, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.2427 2020-10-05 05:02:46,016 - mmaction - INFO - Epoch [124][940/999] lr: 3.184e-01, eta: 1 day, 12:59:56, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3473, top5_acc: 0.5970, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.2367 2020-10-05 05:03:05,986 - mmaction - INFO - Epoch [124][960/999] lr: 3.184e-01, eta: 1 day, 12:59:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.2336 2020-10-05 05:03:25,801 - mmaction - INFO - Epoch [124][980/999] lr: 3.184e-01, eta: 1 day, 12:59:15, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3497, top5_acc: 0.5908, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.2279 2020-10-05 05:04:39,140 - mmaction - INFO - Epoch [125][20/999] lr: 3.147e-01, eta: 1 day, 12:58:50, time: 2.639, data_time: 1.459, memory: 8478, top1_acc: 0.3557, top5_acc: 0.6046, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2566 2020-10-05 05:04:58,943 - mmaction - INFO - Epoch [125][40/999] lr: 3.147e-01, eta: 1 day, 12:58:29, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3504, top5_acc: 0.6046, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.2758 2020-10-05 05:05:18,675 - mmaction - INFO - Epoch [125][60/999] lr: 3.147e-01, eta: 1 day, 12:58:08, time: 0.987, data_time: 0.004, memory: 8478, top1_acc: 0.3495, top5_acc: 0.6117, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.2523 2020-10-05 05:05:38,567 - mmaction - INFO - Epoch [125][80/999] lr: 3.147e-01, eta: 1 day, 12:57:48, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3536, top5_acc: 0.5969, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.2494 2020-10-05 05:05:58,453 - mmaction - INFO - Epoch [125][100/999] lr: 3.147e-01, eta: 1 day, 12:57:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5947, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.2571 2020-10-05 05:06:18,385 - mmaction - INFO - Epoch [125][120/999] lr: 3.147e-01, eta: 1 day, 12:57:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5911, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.2532 2020-10-05 05:06:38,199 - mmaction - INFO - Epoch [125][140/999] lr: 3.147e-01, eta: 1 day, 12:56:46, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3457, top5_acc: 0.5960, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.2561 2020-10-05 05:06:58,161 - mmaction - INFO - Epoch [125][160/999] lr: 3.147e-01, eta: 1 day, 12:56:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5949, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.2625 2020-10-05 05:07:18,152 - mmaction - INFO - Epoch [125][180/999] lr: 3.147e-01, eta: 1 day, 12:56:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3479, top5_acc: 0.5949, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.2478 2020-10-05 05:07:38,108 - mmaction - INFO - Epoch [125][200/999] lr: 3.147e-01, eta: 1 day, 12:55:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5921, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.2396 2020-10-05 05:07:58,027 - mmaction - INFO - Epoch [125][220/999] lr: 3.147e-01, eta: 1 day, 12:55:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5908, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.2384 2020-10-05 05:08:18,008 - mmaction - INFO - Epoch [125][240/999] lr: 3.147e-01, eta: 1 day, 12:55:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3461, top5_acc: 0.5904, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.2698 2020-10-05 05:08:37,985 - mmaction - INFO - Epoch [125][260/999] lr: 3.147e-01, eta: 1 day, 12:54:44, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5865, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.2576 2020-10-05 05:08:57,973 - mmaction - INFO - Epoch [125][280/999] lr: 3.147e-01, eta: 1 day, 12:54:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5953, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.2438 2020-10-05 05:09:17,908 - mmaction - INFO - Epoch [125][300/999] lr: 3.147e-01, eta: 1 day, 12:54:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3376, top5_acc: 0.5832, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.2341 2020-10-05 05:09:37,792 - mmaction - INFO - Epoch [125][320/999] lr: 3.147e-01, eta: 1 day, 12:53:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3466, top5_acc: 0.5993, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.2538 2020-10-05 05:09:57,698 - mmaction - INFO - Epoch [125][340/999] lr: 3.147e-01, eta: 1 day, 12:53:22, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3306, top5_acc: 0.5766, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.2612 2020-10-05 05:10:17,595 - mmaction - INFO - Epoch [125][360/999] lr: 3.147e-01, eta: 1 day, 12:53:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3436, top5_acc: 0.5764, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.2393 2020-10-05 05:10:37,451 - mmaction - INFO - Epoch [125][380/999] lr: 3.147e-01, eta: 1 day, 12:52:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3358, top5_acc: 0.5939, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.2256 2020-10-05 05:10:57,348 - mmaction - INFO - Epoch [125][400/999] lr: 3.147e-01, eta: 1 day, 12:52:20, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3414, top5_acc: 0.5876, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.2479 2020-10-05 05:11:17,201 - mmaction - INFO - Epoch [125][420/999] lr: 3.147e-01, eta: 1 day, 12:52:00, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5879, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.2538 2020-10-05 05:11:37,077 - mmaction - INFO - Epoch [125][440/999] lr: 3.147e-01, eta: 1 day, 12:51:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.2630 2020-10-05 05:11:56,941 - mmaction - INFO - Epoch [125][460/999] lr: 3.147e-01, eta: 1 day, 12:51:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5742, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.2326 2020-10-05 05:12:16,780 - mmaction - INFO - Epoch [125][480/999] lr: 3.147e-01, eta: 1 day, 12:50:58, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3376, top5_acc: 0.5852, loss_cls: 3.1108, loss: 3.1108, grad_norm: 1.2572 2020-10-05 05:12:36,807 - mmaction - INFO - Epoch [125][500/999] lr: 3.147e-01, eta: 1 day, 12:50:38, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3430, top5_acc: 0.5862, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.2443 2020-10-05 05:12:56,675 - mmaction - INFO - Epoch [125][520/999] lr: 3.147e-01, eta: 1 day, 12:50:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.2360 2020-10-05 05:13:16,671 - mmaction - INFO - Epoch [125][540/999] lr: 3.147e-01, eta: 1 day, 12:49:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3456, top5_acc: 0.5922, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.2524 2020-10-05 05:13:36,566 - mmaction - INFO - Epoch [125][560/999] lr: 3.147e-01, eta: 1 day, 12:49:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3448, top5_acc: 0.5971, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.2605 2020-10-05 05:13:56,469 - mmaction - INFO - Epoch [125][580/999] lr: 3.147e-01, eta: 1 day, 12:49:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3398, top5_acc: 0.5902, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.2601 2020-10-05 05:14:16,338 - mmaction - INFO - Epoch [125][600/999] lr: 3.147e-01, eta: 1 day, 12:48:55, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3333, top5_acc: 0.5854, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.2464 2020-10-05 05:14:36,246 - mmaction - INFO - Epoch [125][620/999] lr: 3.147e-01, eta: 1 day, 12:48:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5934, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.2586 2020-10-05 05:14:56,224 - mmaction - INFO - Epoch [125][640/999] lr: 3.147e-01, eta: 1 day, 12:48:14, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3400, top5_acc: 0.5927, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.2569 2020-10-05 05:15:16,145 - mmaction - INFO - Epoch [125][660/999] lr: 3.147e-01, eta: 1 day, 12:47:54, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5926, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.2604 2020-10-05 05:15:36,098 - mmaction - INFO - Epoch [125][680/999] lr: 3.147e-01, eta: 1 day, 12:47:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5951, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.2455 2020-10-05 05:15:56,065 - mmaction - INFO - Epoch [125][700/999] lr: 3.147e-01, eta: 1 day, 12:47:13, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5882, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2327 2020-10-05 05:16:15,955 - mmaction - INFO - Epoch [125][720/999] lr: 3.147e-01, eta: 1 day, 12:46:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3392, top5_acc: 0.5854, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.2486 2020-10-05 05:16:35,960 - mmaction - INFO - Epoch [125][740/999] lr: 3.147e-01, eta: 1 day, 12:46:32, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3438, top5_acc: 0.5908, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.2507 2020-10-05 05:16:56,020 - mmaction - INFO - Epoch [125][760/999] lr: 3.147e-01, eta: 1 day, 12:46:12, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3465, top5_acc: 0.5927, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.2424 2020-10-05 05:17:15,906 - mmaction - INFO - Epoch [125][780/999] lr: 3.147e-01, eta: 1 day, 12:45:51, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3376, top5_acc: 0.5845, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.2580 2020-10-05 05:17:35,937 - mmaction - INFO - Epoch [125][800/999] lr: 3.147e-01, eta: 1 day, 12:45:31, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3452, top5_acc: 0.5956, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.2676 2020-10-05 05:17:55,857 - mmaction - INFO - Epoch [125][820/999] lr: 3.147e-01, eta: 1 day, 12:45:10, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3523, top5_acc: 0.5876, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.2617 2020-10-05 05:18:15,739 - mmaction - INFO - Epoch [125][840/999] lr: 3.147e-01, eta: 1 day, 12:44:50, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5807, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.2583 2020-10-05 05:18:35,795 - mmaction - INFO - Epoch [125][860/999] lr: 3.147e-01, eta: 1 day, 12:44:29, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.3523, top5_acc: 0.6059, loss_cls: 3.0094, loss: 3.0094, grad_norm: 1.2370 2020-10-05 05:18:55,744 - mmaction - INFO - Epoch [125][880/999] lr: 3.147e-01, eta: 1 day, 12:44:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3396, top5_acc: 0.5839, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.2530 2020-10-05 05:19:15,713 - mmaction - INFO - Epoch [125][900/999] lr: 3.147e-01, eta: 1 day, 12:43:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3419, top5_acc: 0.5904, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.2334 2020-10-05 05:19:35,651 - mmaction - INFO - Epoch [125][920/999] lr: 3.147e-01, eta: 1 day, 12:43:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3346, top5_acc: 0.5849, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.2600 2020-10-05 05:19:55,491 - mmaction - INFO - Epoch [125][940/999] lr: 3.147e-01, eta: 1 day, 12:43:07, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3447, top5_acc: 0.5924, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.2315 2020-10-05 05:20:15,331 - mmaction - INFO - Epoch [125][960/999] lr: 3.147e-01, eta: 1 day, 12:42:47, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3512, top5_acc: 0.5941, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.2607 2020-10-05 05:20:35,340 - mmaction - INFO - Epoch [125][980/999] lr: 3.147e-01, eta: 1 day, 12:42:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3437, top5_acc: 0.5872, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.2804 2020-10-05 05:21:44,064 - mmaction - INFO - Epoch [126][20/999] lr: 3.110e-01, eta: 1 day, 12:41:58, time: 2.480, data_time: 1.397, memory: 8478, top1_acc: 0.3419, top5_acc: 0.5852, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.2393 2020-10-05 05:22:03,823 - mmaction - INFO - Epoch [126][40/999] lr: 3.110e-01, eta: 1 day, 12:41:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5956, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.2375 2020-10-05 05:22:23,645 - mmaction - INFO - Epoch [126][60/999] lr: 3.110e-01, eta: 1 day, 12:41:17, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3477, top5_acc: 0.5964, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2390 2020-10-05 05:22:43,541 - mmaction - INFO - Epoch [126][80/999] lr: 3.110e-01, eta: 1 day, 12:40:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3546, top5_acc: 0.5991, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.2492 2020-10-05 05:23:03,403 - mmaction - INFO - Epoch [126][100/999] lr: 3.110e-01, eta: 1 day, 12:40:36, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5931, loss_cls: 3.0473, loss: 3.0473, grad_norm: 1.2795 2020-10-05 05:23:23,365 - mmaction - INFO - Epoch [126][120/999] lr: 3.110e-01, eta: 1 day, 12:40:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3543, top5_acc: 0.6057, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.2623 2020-10-05 05:23:43,326 - mmaction - INFO - Epoch [126][140/999] lr: 3.110e-01, eta: 1 day, 12:39:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3336, top5_acc: 0.5751, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.2477 2020-10-05 05:24:03,226 - mmaction - INFO - Epoch [126][160/999] lr: 3.110e-01, eta: 1 day, 12:39:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3393, top5_acc: 0.5949, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.2540 2020-10-05 05:24:23,213 - mmaction - INFO - Epoch [126][180/999] lr: 3.110e-01, eta: 1 day, 12:39:14, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3514, top5_acc: 0.5953, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.2597 2020-10-05 05:24:43,030 - mmaction - INFO - Epoch [126][200/999] lr: 3.110e-01, eta: 1 day, 12:38:53, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3488, top5_acc: 0.5928, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.2577 2020-10-05 05:25:03,051 - mmaction - INFO - Epoch [126][220/999] lr: 3.110e-01, eta: 1 day, 12:38:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3365, top5_acc: 0.5889, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.2698 2020-10-05 05:25:22,928 - mmaction - INFO - Epoch [126][240/999] lr: 3.110e-01, eta: 1 day, 12:38:12, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3531, top5_acc: 0.5940, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.2492 2020-10-05 05:25:42,933 - mmaction - INFO - Epoch [126][260/999] lr: 3.110e-01, eta: 1 day, 12:37:52, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3379, top5_acc: 0.5931, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.2706 2020-10-05 05:26:02,857 - mmaction - INFO - Epoch [126][280/999] lr: 3.110e-01, eta: 1 day, 12:37:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5913, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.2661 2020-10-05 05:26:22,813 - mmaction - INFO - Epoch [126][300/999] lr: 3.110e-01, eta: 1 day, 12:37:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3392, top5_acc: 0.5927, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2450 2020-10-05 05:26:42,793 - mmaction - INFO - Epoch [126][320/999] lr: 3.110e-01, eta: 1 day, 12:36:51, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3411, top5_acc: 0.5898, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.2742 2020-10-05 05:27:02,652 - mmaction - INFO - Epoch [126][340/999] lr: 3.110e-01, eta: 1 day, 12:36:30, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3510, top5_acc: 0.5986, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.2528 2020-10-05 05:27:22,655 - mmaction - INFO - Epoch [126][360/999] lr: 3.110e-01, eta: 1 day, 12:36:10, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3586, top5_acc: 0.5910, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.2755 2020-10-05 05:27:42,515 - mmaction - INFO - Epoch [126][380/999] lr: 3.110e-01, eta: 1 day, 12:35:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3467, top5_acc: 0.5893, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.2604 2020-10-05 05:28:02,481 - mmaction - INFO - Epoch [126][400/999] lr: 3.110e-01, eta: 1 day, 12:35:29, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3401, top5_acc: 0.5785, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.2609 2020-10-05 05:28:22,350 - mmaction - INFO - Epoch [126][420/999] lr: 3.110e-01, eta: 1 day, 12:35:08, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3383, top5_acc: 0.5911, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.2500 2020-10-05 05:28:42,246 - mmaction - INFO - Epoch [126][440/999] lr: 3.110e-01, eta: 1 day, 12:34:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5952, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.2681 2020-10-05 05:29:02,197 - mmaction - INFO - Epoch [126][460/999] lr: 3.110e-01, eta: 1 day, 12:34:27, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3447, top5_acc: 0.5940, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.2508 2020-10-05 05:29:22,084 - mmaction - INFO - Epoch [126][480/999] lr: 3.110e-01, eta: 1 day, 12:34:07, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3432, top5_acc: 0.5923, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.2495 2020-10-05 05:29:42,068 - mmaction - INFO - Epoch [126][500/999] lr: 3.110e-01, eta: 1 day, 12:33:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3438, top5_acc: 0.5895, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.2731 2020-10-05 05:30:02,090 - mmaction - INFO - Epoch [126][520/999] lr: 3.110e-01, eta: 1 day, 12:33:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3546, top5_acc: 0.5941, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.2432 2020-10-05 05:30:22,893 - mmaction - INFO - Epoch [126][540/999] lr: 3.110e-01, eta: 1 day, 12:33:06, time: 1.039, data_time: 0.001, memory: 8478, top1_acc: 0.3393, top5_acc: 0.5872, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.2526 2020-10-05 05:30:42,894 - mmaction - INFO - Epoch [126][560/999] lr: 3.110e-01, eta: 1 day, 12:32:46, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3435, top5_acc: 0.5906, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.2471 2020-10-05 05:31:02,726 - mmaction - INFO - Epoch [126][580/999] lr: 3.110e-01, eta: 1 day, 12:32:25, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3451, top5_acc: 0.5975, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.2581 2020-10-05 05:31:22,660 - mmaction - INFO - Epoch [126][600/999] lr: 3.110e-01, eta: 1 day, 12:32:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3395, top5_acc: 0.5868, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.2525 2020-10-05 05:31:42,668 - mmaction - INFO - Epoch [126][620/999] lr: 3.110e-01, eta: 1 day, 12:31:44, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3363, top5_acc: 0.5861, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.2422 2020-10-05 05:32:02,555 - mmaction - INFO - Epoch [126][640/999] lr: 3.110e-01, eta: 1 day, 12:31:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3340, top5_acc: 0.5835, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.2711 2020-10-05 05:32:22,408 - mmaction - INFO - Epoch [126][660/999] lr: 3.110e-01, eta: 1 day, 12:31:03, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3441, top5_acc: 0.5889, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.2454 2020-10-05 05:32:42,296 - mmaction - INFO - Epoch [126][680/999] lr: 3.110e-01, eta: 1 day, 12:30:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5871, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.2605 2020-10-05 05:33:02,218 - mmaction - INFO - Epoch [126][700/999] lr: 3.110e-01, eta: 1 day, 12:30:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5934, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.2385 2020-10-05 05:33:22,176 - mmaction - INFO - Epoch [126][720/999] lr: 3.110e-01, eta: 1 day, 12:30:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3447, top5_acc: 0.5941, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.2709 2020-10-05 05:33:42,182 - mmaction - INFO - Epoch [126][740/999] lr: 3.110e-01, eta: 1 day, 12:29:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.2507 2020-10-05 05:34:02,229 - mmaction - INFO - Epoch [126][760/999] lr: 3.110e-01, eta: 1 day, 12:29:21, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3411, top5_acc: 0.5951, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.2656 2020-10-05 05:34:22,184 - mmaction - INFO - Epoch [126][780/999] lr: 3.110e-01, eta: 1 day, 12:29:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5915, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.2598 2020-10-05 05:34:42,225 - mmaction - INFO - Epoch [126][800/999] lr: 3.110e-01, eta: 1 day, 12:28:40, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5973, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.2525 2020-10-05 05:35:02,240 - mmaction - INFO - Epoch [126][820/999] lr: 3.110e-01, eta: 1 day, 12:28:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3374, top5_acc: 0.5857, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.2706 2020-10-05 05:35:22,172 - mmaction - INFO - Epoch [126][840/999] lr: 3.110e-01, eta: 1 day, 12:28:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3363, top5_acc: 0.5837, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.2517 2020-10-05 05:35:42,066 - mmaction - INFO - Epoch [126][860/999] lr: 3.110e-01, eta: 1 day, 12:27:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.2604 2020-10-05 05:36:02,048 - mmaction - INFO - Epoch [126][880/999] lr: 3.110e-01, eta: 1 day, 12:27:19, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5913, loss_cls: 3.0773, loss: 3.0773, grad_norm: 1.2803 2020-10-05 05:36:21,952 - mmaction - INFO - Epoch [126][900/999] lr: 3.110e-01, eta: 1 day, 12:26:58, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3340, top5_acc: 0.5891, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.2662 2020-10-05 05:36:41,992 - mmaction - INFO - Epoch [126][920/999] lr: 3.110e-01, eta: 1 day, 12:26:38, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3490, top5_acc: 0.6018, loss_cls: 3.0268, loss: 3.0268, grad_norm: 1.2527 2020-10-05 05:37:01,895 - mmaction - INFO - Epoch [126][940/999] lr: 3.110e-01, eta: 1 day, 12:26:17, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3499, top5_acc: 0.5971, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.2533 2020-10-05 05:37:21,893 - mmaction - INFO - Epoch [126][960/999] lr: 3.110e-01, eta: 1 day, 12:25:57, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3448, top5_acc: 0.5904, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.2690 2020-10-05 05:37:41,855 - mmaction - INFO - Epoch [126][980/999] lr: 3.110e-01, eta: 1 day, 12:25:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5887, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.2389 2020-10-05 05:38:50,426 - mmaction - INFO - Epoch [127][20/999] lr: 3.074e-01, eta: 1 day, 12:25:08, time: 2.470, data_time: 1.446, memory: 8478, top1_acc: 0.3439, top5_acc: 0.5951, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.2818 2020-10-05 05:39:10,122 - mmaction - INFO - Epoch [127][40/999] lr: 3.074e-01, eta: 1 day, 12:24:47, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3404, top5_acc: 0.5944, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.2714 2020-10-05 05:39:30,044 - mmaction - INFO - Epoch [127][60/999] lr: 3.074e-01, eta: 1 day, 12:24:26, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3402, top5_acc: 0.5885, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.2688 2020-10-05 05:39:49,946 - mmaction - INFO - Epoch [127][80/999] lr: 3.074e-01, eta: 1 day, 12:24:06, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3415, top5_acc: 0.5905, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.2756 2020-10-05 05:40:09,900 - mmaction - INFO - Epoch [127][100/999] lr: 3.074e-01, eta: 1 day, 12:23:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.2596 2020-10-05 05:40:29,974 - mmaction - INFO - Epoch [127][120/999] lr: 3.074e-01, eta: 1 day, 12:23:25, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3445, top5_acc: 0.5956, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.2790 2020-10-05 05:40:49,917 - mmaction - INFO - Epoch [127][140/999] lr: 3.074e-01, eta: 1 day, 12:23:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3480, top5_acc: 0.5891, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.2683 2020-10-05 05:41:09,859 - mmaction - INFO - Epoch [127][160/999] lr: 3.074e-01, eta: 1 day, 12:22:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3564, top5_acc: 0.5971, loss_cls: 3.0193, loss: 3.0193, grad_norm: 1.2452 2020-10-05 05:41:29,825 - mmaction - INFO - Epoch [127][180/999] lr: 3.074e-01, eta: 1 day, 12:22:24, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3518, top5_acc: 0.6046, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.2689 2020-10-05 05:41:49,681 - mmaction - INFO - Epoch [127][200/999] lr: 3.074e-01, eta: 1 day, 12:22:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5957, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.2646 2020-10-05 05:42:09,546 - mmaction - INFO - Epoch [127][220/999] lr: 3.074e-01, eta: 1 day, 12:21:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3551, top5_acc: 0.5983, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.2442 2020-10-05 05:42:29,520 - mmaction - INFO - Epoch [127][240/999] lr: 3.074e-01, eta: 1 day, 12:21:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5964, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.2642 2020-10-05 05:42:49,495 - mmaction - INFO - Epoch [127][260/999] lr: 3.074e-01, eta: 1 day, 12:21:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5885, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.2754 2020-10-05 05:43:09,408 - mmaction - INFO - Epoch [127][280/999] lr: 3.074e-01, eta: 1 day, 12:20:41, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3526, top5_acc: 0.5958, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.2425 2020-10-05 05:43:29,375 - mmaction - INFO - Epoch [127][300/999] lr: 3.074e-01, eta: 1 day, 12:20:21, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3418, top5_acc: 0.5908, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.2849 2020-10-05 05:43:49,319 - mmaction - INFO - Epoch [127][320/999] lr: 3.074e-01, eta: 1 day, 12:20:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5867, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.2485 2020-10-05 05:44:09,292 - mmaction - INFO - Epoch [127][340/999] lr: 3.074e-01, eta: 1 day, 12:19:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5868, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.2749 2020-10-05 05:44:29,245 - mmaction - INFO - Epoch [127][360/999] lr: 3.074e-01, eta: 1 day, 12:19:20, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3611, top5_acc: 0.5988, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.2455 2020-10-05 05:44:49,206 - mmaction - INFO - Epoch [127][380/999] lr: 3.074e-01, eta: 1 day, 12:18:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3451, top5_acc: 0.5930, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.2481 2020-10-05 05:45:09,180 - mmaction - INFO - Epoch [127][400/999] lr: 3.074e-01, eta: 1 day, 12:18:39, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3393, top5_acc: 0.5921, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.2644 2020-10-05 05:45:29,135 - mmaction - INFO - Epoch [127][420/999] lr: 3.074e-01, eta: 1 day, 12:18:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3551, top5_acc: 0.5973, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.2674 2020-10-05 05:45:49,082 - mmaction - INFO - Epoch [127][440/999] lr: 3.074e-01, eta: 1 day, 12:17:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5853, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.2662 2020-10-05 05:46:08,990 - mmaction - INFO - Epoch [127][460/999] lr: 3.074e-01, eta: 1 day, 12:17:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5974, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.2808 2020-10-05 05:46:28,961 - mmaction - INFO - Epoch [127][480/999] lr: 3.074e-01, eta: 1 day, 12:17:17, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3382, top5_acc: 0.5958, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.2637 2020-10-05 05:46:48,853 - mmaction - INFO - Epoch [127][500/999] lr: 3.074e-01, eta: 1 day, 12:16:57, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3479, top5_acc: 0.5969, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.2378 2020-10-05 05:47:08,779 - mmaction - INFO - Epoch [127][520/999] lr: 3.074e-01, eta: 1 day, 12:16:36, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3467, top5_acc: 0.5926, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2459 2020-10-05 05:47:28,699 - mmaction - INFO - Epoch [127][540/999] lr: 3.074e-01, eta: 1 day, 12:16:16, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3530, top5_acc: 0.6077, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.2611 2020-10-05 05:47:48,599 - mmaction - INFO - Epoch [127][560/999] lr: 3.074e-01, eta: 1 day, 12:15:55, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5997, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.2802 2020-10-05 05:48:08,475 - mmaction - INFO - Epoch [127][580/999] lr: 3.074e-01, eta: 1 day, 12:15:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5826, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.2551 2020-10-05 05:48:28,401 - mmaction - INFO - Epoch [127][600/999] lr: 3.074e-01, eta: 1 day, 12:15:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3395, top5_acc: 0.5888, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.2678 2020-10-05 05:48:48,408 - mmaction - INFO - Epoch [127][620/999] lr: 3.074e-01, eta: 1 day, 12:14:54, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.3456, top5_acc: 0.5910, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.2618 2020-10-05 05:49:08,401 - mmaction - INFO - Epoch [127][640/999] lr: 3.074e-01, eta: 1 day, 12:14:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5855, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.2587 2020-10-05 05:49:28,377 - mmaction - INFO - Epoch [127][660/999] lr: 3.074e-01, eta: 1 day, 12:14:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3430, top5_acc: 0.5941, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.2566 2020-10-05 05:49:48,312 - mmaction - INFO - Epoch [127][680/999] lr: 3.074e-01, eta: 1 day, 12:13:52, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3388, top5_acc: 0.5836, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.2527 2020-10-05 05:50:08,316 - mmaction - INFO - Epoch [127][700/999] lr: 3.074e-01, eta: 1 day, 12:13:32, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5958, loss_cls: 3.0470, loss: 3.0470, grad_norm: 1.2589 2020-10-05 05:50:28,305 - mmaction - INFO - Epoch [127][720/999] lr: 3.074e-01, eta: 1 day, 12:13:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3513, top5_acc: 0.5895, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.2484 2020-10-05 05:50:48,133 - mmaction - INFO - Epoch [127][740/999] lr: 3.074e-01, eta: 1 day, 12:12:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3318, top5_acc: 0.5792, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.2730 2020-10-05 05:51:08,106 - mmaction - INFO - Epoch [127][760/999] lr: 3.074e-01, eta: 1 day, 12:12:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3504, top5_acc: 0.5934, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.2686 2020-10-05 05:51:28,083 - mmaction - INFO - Epoch [127][780/999] lr: 3.074e-01, eta: 1 day, 12:12:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5935, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.2788 2020-10-05 05:51:47,918 - mmaction - INFO - Epoch [127][800/999] lr: 3.074e-01, eta: 1 day, 12:11:50, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3513, top5_acc: 0.5995, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.2723 2020-10-05 05:52:07,868 - mmaction - INFO - Epoch [127][820/999] lr: 3.074e-01, eta: 1 day, 12:11:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3448, top5_acc: 0.5896, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.2489 2020-10-05 05:52:27,837 - mmaction - INFO - Epoch [127][840/999] lr: 3.074e-01, eta: 1 day, 12:11:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3414, top5_acc: 0.5977, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.2603 2020-10-05 05:52:47,912 - mmaction - INFO - Epoch [127][860/999] lr: 3.074e-01, eta: 1 day, 12:10:49, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3404, top5_acc: 0.5879, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.2481 2020-10-05 05:53:07,855 - mmaction - INFO - Epoch [127][880/999] lr: 3.074e-01, eta: 1 day, 12:10:28, time: 0.997, data_time: 0.005, memory: 8478, top1_acc: 0.3332, top5_acc: 0.5831, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.2641 2020-10-05 05:53:27,808 - mmaction - INFO - Epoch [127][900/999] lr: 3.074e-01, eta: 1 day, 12:10:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3478, top5_acc: 0.5919, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.2564 2020-10-05 05:53:47,735 - mmaction - INFO - Epoch [127][920/999] lr: 3.074e-01, eta: 1 day, 12:09:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3482, top5_acc: 0.5978, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.2526 2020-10-05 05:54:07,734 - mmaction - INFO - Epoch [127][940/999] lr: 3.074e-01, eta: 1 day, 12:09:27, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5880, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2448 2020-10-05 05:54:27,674 - mmaction - INFO - Epoch [127][960/999] lr: 3.074e-01, eta: 1 day, 12:09:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5917, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.2539 2020-10-05 05:54:47,613 - mmaction - INFO - Epoch [127][980/999] lr: 3.074e-01, eta: 1 day, 12:08:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3490, top5_acc: 0.6007, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.2538 2020-10-05 05:55:56,356 - mmaction - INFO - Epoch [128][20/999] lr: 3.037e-01, eta: 1 day, 12:08:17, time: 2.482, data_time: 1.431, memory: 8478, top1_acc: 0.3434, top5_acc: 0.5878, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.2740 2020-10-05 05:56:16,018 - mmaction - INFO - Epoch [128][40/999] lr: 3.037e-01, eta: 1 day, 12:07:56, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.3491, top5_acc: 0.5926, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.2639 2020-10-05 05:56:35,902 - mmaction - INFO - Epoch [128][60/999] lr: 3.037e-01, eta: 1 day, 12:07:36, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3530, top5_acc: 0.5978, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.2537 2020-10-05 05:56:55,770 - mmaction - INFO - Epoch [128][80/999] lr: 3.037e-01, eta: 1 day, 12:07:15, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3474, top5_acc: 0.5966, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.2888 2020-10-05 05:57:15,718 - mmaction - INFO - Epoch [128][100/999] lr: 3.037e-01, eta: 1 day, 12:06:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3553, top5_acc: 0.6078, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.2591 2020-10-05 05:57:35,682 - mmaction - INFO - Epoch [128][120/999] lr: 3.037e-01, eta: 1 day, 12:06:34, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3452, top5_acc: 0.6030, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.2635 2020-10-05 05:57:55,601 - mmaction - INFO - Epoch [128][140/999] lr: 3.037e-01, eta: 1 day, 12:06:14, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3426, top5_acc: 0.5934, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.2753 2020-10-05 05:58:15,523 - mmaction - INFO - Epoch [128][160/999] lr: 3.037e-01, eta: 1 day, 12:05:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3457, top5_acc: 0.5983, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.2782 2020-10-05 05:58:35,392 - mmaction - INFO - Epoch [128][180/999] lr: 3.037e-01, eta: 1 day, 12:05:33, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3474, top5_acc: 0.6018, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.2662 2020-10-05 05:58:55,378 - mmaction - INFO - Epoch [128][200/999] lr: 3.037e-01, eta: 1 day, 12:05:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3428, top5_acc: 0.5949, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.2955 2020-10-05 05:59:15,344 - mmaction - INFO - Epoch [128][220/999] lr: 3.037e-01, eta: 1 day, 12:04:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3447, top5_acc: 0.6017, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.2816 2020-10-05 05:59:35,216 - mmaction - INFO - Epoch [128][240/999] lr: 3.037e-01, eta: 1 day, 12:04:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3503, top5_acc: 0.5978, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.2668 2020-10-05 05:59:55,182 - mmaction - INFO - Epoch [128][260/999] lr: 3.037e-01, eta: 1 day, 12:04:11, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3517, top5_acc: 0.5948, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.2617 2020-10-05 06:00:17,316 - mmaction - INFO - Epoch [128][280/999] lr: 3.037e-01, eta: 1 day, 12:03:53, time: 1.108, data_time: 0.003, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5893, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.2794 2020-10-05 06:00:37,296 - mmaction - INFO - Epoch [128][300/999] lr: 3.037e-01, eta: 1 day, 12:03:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3503, top5_acc: 0.5917, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.2697 2020-10-05 06:00:57,234 - mmaction - INFO - Epoch [128][320/999] lr: 3.037e-01, eta: 1 day, 12:03:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3516, top5_acc: 0.5954, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.2605 2020-10-05 06:01:17,261 - mmaction - INFO - Epoch [128][340/999] lr: 3.037e-01, eta: 1 day, 12:02:52, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5883, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.3061 2020-10-05 06:01:37,197 - mmaction - INFO - Epoch [128][360/999] lr: 3.037e-01, eta: 1 day, 12:02:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5915, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.2887 2020-10-05 06:01:57,116 - mmaction - INFO - Epoch [128][380/999] lr: 3.037e-01, eta: 1 day, 12:02:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3431, top5_acc: 0.5826, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.2680 2020-10-05 06:02:17,053 - mmaction - INFO - Epoch [128][400/999] lr: 3.037e-01, eta: 1 day, 12:01:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5857, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2537 2020-10-05 06:02:36,907 - mmaction - INFO - Epoch [128][420/999] lr: 3.037e-01, eta: 1 day, 12:01:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3529, top5_acc: 0.5974, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.2553 2020-10-05 06:02:56,919 - mmaction - INFO - Epoch [128][440/999] lr: 3.037e-01, eta: 1 day, 12:01:09, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3350, top5_acc: 0.5951, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.2713 2020-10-05 06:03:16,879 - mmaction - INFO - Epoch [128][460/999] lr: 3.037e-01, eta: 1 day, 12:00:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3389, top5_acc: 0.5926, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.2560 2020-10-05 06:03:36,769 - mmaction - INFO - Epoch [128][480/999] lr: 3.037e-01, eta: 1 day, 12:00:28, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3465, top5_acc: 0.5943, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.2363 2020-10-05 06:03:56,727 - mmaction - INFO - Epoch [128][500/999] lr: 3.037e-01, eta: 1 day, 12:00:08, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3487, top5_acc: 0.5940, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.2549 2020-10-05 06:04:16,669 - mmaction - INFO - Epoch [128][520/999] lr: 3.037e-01, eta: 1 day, 11:59:48, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3479, top5_acc: 0.5956, loss_cls: 3.0461, loss: 3.0461, grad_norm: 1.2730 2020-10-05 06:04:36,591 - mmaction - INFO - Epoch [128][540/999] lr: 3.037e-01, eta: 1 day, 11:59:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3340, top5_acc: 0.5799, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.2580 2020-10-05 06:04:56,500 - mmaction - INFO - Epoch [128][560/999] lr: 3.037e-01, eta: 1 day, 11:59:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3543, top5_acc: 0.6022, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.2721 2020-10-05 06:05:16,325 - mmaction - INFO - Epoch [128][580/999] lr: 3.037e-01, eta: 1 day, 11:58:46, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5913, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.2571 2020-10-05 06:05:36,293 - mmaction - INFO - Epoch [128][600/999] lr: 3.037e-01, eta: 1 day, 11:58:26, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3461, top5_acc: 0.5982, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.2772 2020-10-05 06:05:56,200 - mmaction - INFO - Epoch [128][620/999] lr: 3.037e-01, eta: 1 day, 11:58:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3466, top5_acc: 0.5931, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.2780 2020-10-05 06:06:16,136 - mmaction - INFO - Epoch [128][640/999] lr: 3.037e-01, eta: 1 day, 11:57:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3516, top5_acc: 0.6026, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.2850 2020-10-05 06:06:36,109 - mmaction - INFO - Epoch [128][660/999] lr: 3.037e-01, eta: 1 day, 11:57:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3397, top5_acc: 0.5892, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.2768 2020-10-05 06:06:55,969 - mmaction - INFO - Epoch [128][680/999] lr: 3.037e-01, eta: 1 day, 11:57:04, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3474, top5_acc: 0.5880, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.2699 2020-10-05 06:07:15,934 - mmaction - INFO - Epoch [128][700/999] lr: 3.037e-01, eta: 1 day, 11:56:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3414, top5_acc: 0.5880, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.2669 2020-10-05 06:07:35,851 - mmaction - INFO - Epoch [128][720/999] lr: 3.037e-01, eta: 1 day, 11:56:23, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3538, top5_acc: 0.5952, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.2708 2020-10-05 06:07:55,729 - mmaction - INFO - Epoch [128][740/999] lr: 3.037e-01, eta: 1 day, 11:56:02, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3384, top5_acc: 0.5932, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.2927 2020-10-05 06:08:15,689 - mmaction - INFO - Epoch [128][760/999] lr: 3.037e-01, eta: 1 day, 11:55:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3430, top5_acc: 0.5892, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.2669 2020-10-05 06:08:35,634 - mmaction - INFO - Epoch [128][780/999] lr: 3.037e-01, eta: 1 day, 11:55:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3466, top5_acc: 0.5969, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.2726 2020-10-05 06:08:55,631 - mmaction - INFO - Epoch [128][800/999] lr: 3.037e-01, eta: 1 day, 11:55:01, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5993, loss_cls: 3.0397, loss: 3.0397, grad_norm: 1.2680 2020-10-05 06:09:15,544 - mmaction - INFO - Epoch [128][820/999] lr: 3.037e-01, eta: 1 day, 11:54:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3464, top5_acc: 0.5898, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.2761 2020-10-05 06:09:35,452 - mmaction - INFO - Epoch [128][840/999] lr: 3.037e-01, eta: 1 day, 11:54:20, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3409, top5_acc: 0.5870, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.2614 2020-10-05 06:09:55,338 - mmaction - INFO - Epoch [128][860/999] lr: 3.037e-01, eta: 1 day, 11:54:00, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3535, top5_acc: 0.5922, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.2740 2020-10-05 06:10:15,249 - mmaction - INFO - Epoch [128][880/999] lr: 3.037e-01, eta: 1 day, 11:53:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3431, top5_acc: 0.5931, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.2686 2020-10-05 06:10:35,244 - mmaction - INFO - Epoch [128][900/999] lr: 3.037e-01, eta: 1 day, 11:53:19, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5905, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.2488 2020-10-05 06:10:55,180 - mmaction - INFO - Epoch [128][920/999] lr: 3.037e-01, eta: 1 day, 11:52:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3456, top5_acc: 0.5964, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.2582 2020-10-05 06:11:15,077 - mmaction - INFO - Epoch [128][940/999] lr: 3.037e-01, eta: 1 day, 11:52:38, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3405, top5_acc: 0.5931, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.2577 2020-10-05 06:11:35,005 - mmaction - INFO - Epoch [128][960/999] lr: 3.037e-01, eta: 1 day, 11:52:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3458, top5_acc: 0.5949, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.2741 2020-10-05 06:11:54,893 - mmaction - INFO - Epoch [128][980/999] lr: 3.037e-01, eta: 1 day, 11:51:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3507, top5_acc: 0.6001, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.2699 2020-10-05 06:12:15,648 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-10-05 06:13:32,193 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 06:13:33,806 - mmaction - INFO - top1_acc 0.4374 top5_acc 0.7090 2020-10-05 06:13:33,806 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 06:13:33,896 - mmaction - INFO - mean_acc 0.4354 2020-10-05 06:13:33,897 - mmaction - INFO - Now best checkpoint is epoch_128.pth 2020-10-05 06:13:33,929 - mmaction - INFO - Epoch(val) [128][999] top1_acc: 0.4374, top5_acc: 0.7090, mean_class_accuracy: 0.4354 2020-10-05 06:14:20,547 - mmaction - INFO - Epoch [129][20/999] lr: 3.000e-01, eta: 1 day, 11:51:25, time: 2.329, data_time: 1.322, memory: 8478, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.2985 2020-10-05 06:14:40,139 - mmaction - INFO - Epoch [129][40/999] lr: 3.000e-01, eta: 1 day, 11:51:04, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.3539, top5_acc: 0.6026, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.2779 2020-10-05 06:14:59,854 - mmaction - INFO - Epoch [129][60/999] lr: 3.000e-01, eta: 1 day, 11:50:43, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3480, top5_acc: 0.6030, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.2778 2020-10-05 06:15:19,693 - mmaction - INFO - Epoch [129][80/999] lr: 3.000e-01, eta: 1 day, 11:50:23, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3513, top5_acc: 0.6092, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.2666 2020-10-05 06:15:39,576 - mmaction - INFO - Epoch [129][100/999] lr: 3.000e-01, eta: 1 day, 11:50:02, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3483, top5_acc: 0.5888, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.2877 2020-10-05 06:15:59,459 - mmaction - INFO - Epoch [129][120/999] lr: 3.000e-01, eta: 1 day, 11:49:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3423, top5_acc: 0.5973, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.2896 2020-10-05 06:16:19,322 - mmaction - INFO - Epoch [129][140/999] lr: 3.000e-01, eta: 1 day, 11:49:21, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3372, top5_acc: 0.5809, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.2626 2020-10-05 06:16:39,290 - mmaction - INFO - Epoch [129][160/999] lr: 3.000e-01, eta: 1 day, 11:49:01, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3361, top5_acc: 0.5904, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.2700 2020-10-05 06:16:59,286 - mmaction - INFO - Epoch [129][180/999] lr: 3.000e-01, eta: 1 day, 11:48:40, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3518, top5_acc: 0.6014, loss_cls: 3.0100, loss: 3.0100, grad_norm: 1.2710 2020-10-05 06:17:19,267 - mmaction - INFO - Epoch [129][200/999] lr: 3.000e-01, eta: 1 day, 11:48:20, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5954, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.2915 2020-10-05 06:17:39,212 - mmaction - INFO - Epoch [129][220/999] lr: 3.000e-01, eta: 1 day, 11:48:00, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5917, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.2362 2020-10-05 06:17:59,153 - mmaction - INFO - Epoch [129][240/999] lr: 3.000e-01, eta: 1 day, 11:47:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3540, top5_acc: 0.5996, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.2807 2020-10-05 06:18:19,047 - mmaction - INFO - Epoch [129][260/999] lr: 3.000e-01, eta: 1 day, 11:47:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3387, top5_acc: 0.5889, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.2924 2020-10-05 06:18:38,969 - mmaction - INFO - Epoch [129][280/999] lr: 3.000e-01, eta: 1 day, 11:46:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3391, top5_acc: 0.5850, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.2726 2020-10-05 06:18:58,827 - mmaction - INFO - Epoch [129][300/999] lr: 3.000e-01, eta: 1 day, 11:46:38, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3559, top5_acc: 0.6043, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.2596 2020-10-05 06:19:18,817 - mmaction - INFO - Epoch [129][320/999] lr: 3.000e-01, eta: 1 day, 11:46:17, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.2780 2020-10-05 06:19:38,765 - mmaction - INFO - Epoch [129][340/999] lr: 3.000e-01, eta: 1 day, 11:45:57, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3480, top5_acc: 0.6022, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.2622 2020-10-05 06:19:58,730 - mmaction - INFO - Epoch [129][360/999] lr: 3.000e-01, eta: 1 day, 11:45:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3469, top5_acc: 0.5956, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.2683 2020-10-05 06:20:18,616 - mmaction - INFO - Epoch [129][380/999] lr: 3.000e-01, eta: 1 day, 11:45:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3585, top5_acc: 0.6000, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.2718 2020-10-05 06:20:38,597 - mmaction - INFO - Epoch [129][400/999] lr: 3.000e-01, eta: 1 day, 11:44:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3488, top5_acc: 0.5966, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.2785 2020-10-05 06:20:58,567 - mmaction - INFO - Epoch [129][420/999] lr: 3.000e-01, eta: 1 day, 11:44:35, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3464, top5_acc: 0.5943, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.2739 2020-10-05 06:21:18,518 - mmaction - INFO - Epoch [129][440/999] lr: 3.000e-01, eta: 1 day, 11:44:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3565, top5_acc: 0.6008, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.2726 2020-10-05 06:21:38,464 - mmaction - INFO - Epoch [129][460/999] lr: 3.000e-01, eta: 1 day, 11:43:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3503, top5_acc: 0.5923, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.2756 2020-10-05 06:21:58,414 - mmaction - INFO - Epoch [129][480/999] lr: 3.000e-01, eta: 1 day, 11:43:34, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3513, top5_acc: 0.5995, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.2432 2020-10-05 06:22:18,317 - mmaction - INFO - Epoch [129][500/999] lr: 3.000e-01, eta: 1 day, 11:43:13, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3488, top5_acc: 0.5983, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.2670 2020-10-05 06:22:38,218 - mmaction - INFO - Epoch [129][520/999] lr: 3.000e-01, eta: 1 day, 11:42:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3439, top5_acc: 0.5924, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.2690 2020-10-05 06:22:58,178 - mmaction - INFO - Epoch [129][540/999] lr: 3.000e-01, eta: 1 day, 11:42:32, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3441, top5_acc: 0.5897, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.2806 2020-10-05 06:23:18,215 - mmaction - INFO - Epoch [129][560/999] lr: 3.000e-01, eta: 1 day, 11:42:12, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3436, top5_acc: 0.5882, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.2863 2020-10-05 06:23:38,148 - mmaction - INFO - Epoch [129][580/999] lr: 3.000e-01, eta: 1 day, 11:41:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5947, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.2958 2020-10-05 06:23:58,124 - mmaction - INFO - Epoch [129][600/999] lr: 3.000e-01, eta: 1 day, 11:41:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3512, top5_acc: 0.5993, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.2573 2020-10-05 06:24:17,979 - mmaction - INFO - Epoch [129][620/999] lr: 3.000e-01, eta: 1 day, 11:41:11, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3526, top5_acc: 0.5992, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.2826 2020-10-05 06:24:37,879 - mmaction - INFO - Epoch [129][640/999] lr: 3.000e-01, eta: 1 day, 11:40:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3427, top5_acc: 0.5911, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.2665 2020-10-05 06:24:57,813 - mmaction - INFO - Epoch [129][660/999] lr: 3.000e-01, eta: 1 day, 11:40:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3483, top5_acc: 0.5934, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.2676 2020-10-05 06:25:17,709 - mmaction - INFO - Epoch [129][680/999] lr: 3.000e-01, eta: 1 day, 11:40:09, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3531, top5_acc: 0.5922, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.2688 2020-10-05 06:25:37,714 - mmaction - INFO - Epoch [129][700/999] lr: 3.000e-01, eta: 1 day, 11:39:49, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5875, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.2644 2020-10-05 06:25:57,631 - mmaction - INFO - Epoch [129][720/999] lr: 3.000e-01, eta: 1 day, 11:39:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3566, top5_acc: 0.6069, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.2726 2020-10-05 06:26:17,505 - mmaction - INFO - Epoch [129][740/999] lr: 3.000e-01, eta: 1 day, 11:39:08, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3563, top5_acc: 0.5878, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.2777 2020-10-05 06:26:37,385 - mmaction - INFO - Epoch [129][760/999] lr: 3.000e-01, eta: 1 day, 11:38:47, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3447, top5_acc: 0.5902, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.2888 2020-10-05 06:26:57,283 - mmaction - INFO - Epoch [129][780/999] lr: 3.000e-01, eta: 1 day, 11:38:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3548, top5_acc: 0.5970, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.2547 2020-10-05 06:27:17,112 - mmaction - INFO - Epoch [129][800/999] lr: 3.000e-01, eta: 1 day, 11:38:06, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3542, top5_acc: 0.5986, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.2707 2020-10-05 06:27:37,037 - mmaction - INFO - Epoch [129][820/999] lr: 3.000e-01, eta: 1 day, 11:37:46, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3434, top5_acc: 0.5951, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.2668 2020-10-05 06:27:56,926 - mmaction - INFO - Epoch [129][840/999] lr: 3.000e-01, eta: 1 day, 11:37:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5966, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.2954 2020-10-05 06:28:16,872 - mmaction - INFO - Epoch [129][860/999] lr: 3.000e-01, eta: 1 day, 11:37:05, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3478, top5_acc: 0.5970, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.2900 2020-10-05 06:28:36,820 - mmaction - INFO - Epoch [129][880/999] lr: 3.000e-01, eta: 1 day, 11:36:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5979, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.2471 2020-10-05 06:28:56,749 - mmaction - INFO - Epoch [129][900/999] lr: 3.000e-01, eta: 1 day, 11:36:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3533, top5_acc: 0.6036, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.2693 2020-10-05 06:29:16,649 - mmaction - INFO - Epoch [129][920/999] lr: 3.000e-01, eta: 1 day, 11:36:04, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3410, top5_acc: 0.5884, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.2939 2020-10-05 06:29:36,492 - mmaction - INFO - Epoch [129][940/999] lr: 3.000e-01, eta: 1 day, 11:35:43, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3418, top5_acc: 0.5861, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.2688 2020-10-05 06:29:56,368 - mmaction - INFO - Epoch [129][960/999] lr: 3.000e-01, eta: 1 day, 11:35:23, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5931, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.2768 2020-10-05 06:30:17,215 - mmaction - INFO - Epoch [129][980/999] lr: 3.000e-01, eta: 1 day, 11:35:03, time: 1.042, data_time: 0.001, memory: 8478, top1_acc: 0.3518, top5_acc: 0.5917, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.2653 2020-10-05 06:31:26,611 - mmaction - INFO - Epoch [130][20/999] lr: 2.963e-01, eta: 1 day, 11:34:34, time: 2.515, data_time: 1.503, memory: 8478, top1_acc: 0.3634, top5_acc: 0.6049, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.2687 2020-10-05 06:31:46,269 - mmaction - INFO - Epoch [130][40/999] lr: 2.963e-01, eta: 1 day, 11:34:14, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3543, top5_acc: 0.6082, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.2881 2020-10-05 06:32:06,126 - mmaction - INFO - Epoch [130][60/999] lr: 2.963e-01, eta: 1 day, 11:33:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3539, top5_acc: 0.6038, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.2765 2020-10-05 06:32:26,034 - mmaction - INFO - Epoch [130][80/999] lr: 2.963e-01, eta: 1 day, 11:33:33, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3456, top5_acc: 0.5974, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.3012 2020-10-05 06:32:46,000 - mmaction - INFO - Epoch [130][100/999] lr: 2.963e-01, eta: 1 day, 11:33:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3490, top5_acc: 0.5902, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.2671 2020-10-05 06:33:05,892 - mmaction - INFO - Epoch [130][120/999] lr: 2.963e-01, eta: 1 day, 11:32:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3573, top5_acc: 0.6107, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.2885 2020-10-05 06:33:25,936 - mmaction - INFO - Epoch [130][140/999] lr: 2.963e-01, eta: 1 day, 11:32:32, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5974, loss_cls: 3.0242, loss: 3.0242, grad_norm: 1.2738 2020-10-05 06:33:45,839 - mmaction - INFO - Epoch [130][160/999] lr: 2.963e-01, eta: 1 day, 11:32:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3509, top5_acc: 0.6053, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.2779 2020-10-05 06:34:05,794 - mmaction - INFO - Epoch [130][180/999] lr: 2.963e-01, eta: 1 day, 11:31:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3605, top5_acc: 0.6134, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.2899 2020-10-05 06:34:25,749 - mmaction - INFO - Epoch [130][200/999] lr: 2.963e-01, eta: 1 day, 11:31:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3500, top5_acc: 0.6030, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.2911 2020-10-05 06:34:45,740 - mmaction - INFO - Epoch [130][220/999] lr: 2.963e-01, eta: 1 day, 11:31:10, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3371, top5_acc: 0.5901, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.2922 2020-10-05 06:35:05,710 - mmaction - INFO - Epoch [130][240/999] lr: 2.963e-01, eta: 1 day, 11:30:49, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5937, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.2807 2020-10-05 06:35:25,567 - mmaction - INFO - Epoch [130][260/999] lr: 2.963e-01, eta: 1 day, 11:30:29, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3441, top5_acc: 0.5909, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.2674 2020-10-05 06:35:45,527 - mmaction - INFO - Epoch [130][280/999] lr: 2.963e-01, eta: 1 day, 11:30:08, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3538, top5_acc: 0.5966, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.2798 2020-10-05 06:36:05,425 - mmaction - INFO - Epoch [130][300/999] lr: 2.963e-01, eta: 1 day, 11:29:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3487, top5_acc: 0.5999, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.2761 2020-10-05 06:36:25,271 - mmaction - INFO - Epoch [130][320/999] lr: 2.963e-01, eta: 1 day, 11:29:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3486, top5_acc: 0.5947, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.2815 2020-10-05 06:36:45,313 - mmaction - INFO - Epoch [130][340/999] lr: 2.963e-01, eta: 1 day, 11:29:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3486, top5_acc: 0.5936, loss_cls: 3.0345, loss: 3.0345, grad_norm: 1.2801 2020-10-05 06:37:05,264 - mmaction - INFO - Epoch [130][360/999] lr: 2.963e-01, eta: 1 day, 11:28:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.5915, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.2619 2020-10-05 06:37:25,166 - mmaction - INFO - Epoch [130][380/999] lr: 2.963e-01, eta: 1 day, 11:28:26, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3400, top5_acc: 0.5975, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.2886 2020-10-05 06:37:45,059 - mmaction - INFO - Epoch [130][400/999] lr: 2.963e-01, eta: 1 day, 11:28:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3527, top5_acc: 0.5980, loss_cls: 3.0130, loss: 3.0130, grad_norm: 1.2823 2020-10-05 06:38:05,017 - mmaction - INFO - Epoch [130][420/999] lr: 2.963e-01, eta: 1 day, 11:27:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5938, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.2946 2020-10-05 06:38:25,012 - mmaction - INFO - Epoch [130][440/999] lr: 2.963e-01, eta: 1 day, 11:27:25, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5974, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.2761 2020-10-05 06:38:44,938 - mmaction - INFO - Epoch [130][460/999] lr: 2.963e-01, eta: 1 day, 11:27:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3451, top5_acc: 0.6004, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.2905 2020-10-05 06:39:04,913 - mmaction - INFO - Epoch [130][480/999] lr: 2.963e-01, eta: 1 day, 11:26:44, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3444, top5_acc: 0.5937, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.3042 2020-10-05 06:39:24,860 - mmaction - INFO - Epoch [130][500/999] lr: 2.963e-01, eta: 1 day, 11:26:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3391, top5_acc: 0.5934, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.2838 2020-10-05 06:39:44,750 - mmaction - INFO - Epoch [130][520/999] lr: 2.963e-01, eta: 1 day, 11:26:03, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3561, top5_acc: 0.6035, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.2763 2020-10-05 06:40:04,611 - mmaction - INFO - Epoch [130][540/999] lr: 2.963e-01, eta: 1 day, 11:25:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3470, top5_acc: 0.5947, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.2757 2020-10-05 06:40:24,539 - mmaction - INFO - Epoch [130][560/999] lr: 2.963e-01, eta: 1 day, 11:25:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.2906 2020-10-05 06:40:44,512 - mmaction - INFO - Epoch [130][580/999] lr: 2.963e-01, eta: 1 day, 11:25:02, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3482, top5_acc: 0.5996, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.2730 2020-10-05 06:41:04,476 - mmaction - INFO - Epoch [130][600/999] lr: 2.963e-01, eta: 1 day, 11:24:41, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3483, top5_acc: 0.6048, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.2790 2020-10-05 06:41:24,360 - mmaction - INFO - Epoch [130][620/999] lr: 2.963e-01, eta: 1 day, 11:24:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3406, top5_acc: 0.5857, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.2954 2020-10-05 06:41:44,342 - mmaction - INFO - Epoch [130][640/999] lr: 2.963e-01, eta: 1 day, 11:24:00, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5956, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2823 2020-10-05 06:42:04,263 - mmaction - INFO - Epoch [130][660/999] lr: 2.963e-01, eta: 1 day, 11:23:40, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3466, top5_acc: 0.5865, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.2652 2020-10-05 06:42:24,258 - mmaction - INFO - Epoch [130][680/999] lr: 2.963e-01, eta: 1 day, 11:23:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3434, top5_acc: 0.5908, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.2844 2020-10-05 06:42:44,200 - mmaction - INFO - Epoch [130][700/999] lr: 2.963e-01, eta: 1 day, 11:22:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3484, top5_acc: 0.5943, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.2599 2020-10-05 06:43:04,055 - mmaction - INFO - Epoch [130][720/999] lr: 2.963e-01, eta: 1 day, 11:22:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3487, top5_acc: 0.6014, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.2728 2020-10-05 06:43:24,027 - mmaction - INFO - Epoch [130][740/999] lr: 2.963e-01, eta: 1 day, 11:22:18, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3520, top5_acc: 0.5921, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.2950 2020-10-05 06:43:43,975 - mmaction - INFO - Epoch [130][760/999] lr: 2.963e-01, eta: 1 day, 11:21:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3525, top5_acc: 0.5953, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.2773 2020-10-05 06:44:03,876 - mmaction - INFO - Epoch [130][780/999] lr: 2.963e-01, eta: 1 day, 11:21:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3499, top5_acc: 0.6005, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.2827 2020-10-05 06:44:23,852 - mmaction - INFO - Epoch [130][800/999] lr: 2.963e-01, eta: 1 day, 11:21:17, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3477, top5_acc: 0.5978, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.2789 2020-10-05 06:44:43,729 - mmaction - INFO - Epoch [130][820/999] lr: 2.963e-01, eta: 1 day, 11:20:56, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3408, top5_acc: 0.5862, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.2556 2020-10-05 06:45:03,793 - mmaction - INFO - Epoch [130][840/999] lr: 2.963e-01, eta: 1 day, 11:20:36, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6027, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.2671 2020-10-05 06:45:23,692 - mmaction - INFO - Epoch [130][860/999] lr: 2.963e-01, eta: 1 day, 11:20:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3391, top5_acc: 0.5889, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.3164 2020-10-05 06:45:43,597 - mmaction - INFO - Epoch [130][880/999] lr: 2.963e-01, eta: 1 day, 11:19:55, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3529, top5_acc: 0.6036, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.3040 2020-10-05 06:46:03,558 - mmaction - INFO - Epoch [130][900/999] lr: 2.963e-01, eta: 1 day, 11:19:35, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3594, top5_acc: 0.6137, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.2865 2020-10-05 06:46:23,444 - mmaction - INFO - Epoch [130][920/999] lr: 2.963e-01, eta: 1 day, 11:19:14, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3509, top5_acc: 0.5958, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.2871 2020-10-05 06:46:43,365 - mmaction - INFO - Epoch [130][940/999] lr: 2.963e-01, eta: 1 day, 11:18:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3523, top5_acc: 0.6034, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.2816 2020-10-05 06:47:03,274 - mmaction - INFO - Epoch [130][960/999] lr: 2.963e-01, eta: 1 day, 11:18:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3483, top5_acc: 0.5956, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.2756 2020-10-05 06:47:23,186 - mmaction - INFO - Epoch [130][980/999] lr: 2.963e-01, eta: 1 day, 11:18:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3431, top5_acc: 0.5871, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.2825 2020-10-05 06:48:32,398 - mmaction - INFO - Epoch [131][20/999] lr: 2.926e-01, eta: 1 day, 11:17:44, time: 2.515, data_time: 1.391, memory: 8478, top1_acc: 0.3423, top5_acc: 0.5945, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.2994 2020-10-05 06:48:52,096 - mmaction - INFO - Epoch [131][40/999] lr: 2.926e-01, eta: 1 day, 11:17:23, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5935, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.2705 2020-10-05 06:49:11,960 - mmaction - INFO - Epoch [131][60/999] lr: 2.926e-01, eta: 1 day, 11:17:03, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3556, top5_acc: 0.6094, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.2721 2020-10-05 06:49:31,950 - mmaction - INFO - Epoch [131][80/999] lr: 2.926e-01, eta: 1 day, 11:16:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3637, top5_acc: 0.6012, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.2549 2020-10-05 06:49:51,855 - mmaction - INFO - Epoch [131][100/999] lr: 2.926e-01, eta: 1 day, 11:16:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3473, top5_acc: 0.5939, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.2873 2020-10-05 06:50:11,867 - mmaction - INFO - Epoch [131][120/999] lr: 2.926e-01, eta: 1 day, 11:16:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3467, top5_acc: 0.5999, loss_cls: 3.0241, loss: 3.0241, grad_norm: 1.2958 2020-10-05 06:50:31,738 - mmaction - INFO - Epoch [131][140/999] lr: 2.926e-01, eta: 1 day, 11:15:41, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3520, top5_acc: 0.5978, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.2568 2020-10-05 06:50:51,723 - mmaction - INFO - Epoch [131][160/999] lr: 2.926e-01, eta: 1 day, 11:15:21, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6036, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.2832 2020-10-05 06:51:11,651 - mmaction - INFO - Epoch [131][180/999] lr: 2.926e-01, eta: 1 day, 11:15:00, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5996, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.2846 2020-10-05 06:51:31,606 - mmaction - INFO - Epoch [131][200/999] lr: 2.926e-01, eta: 1 day, 11:14:40, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3517, top5_acc: 0.6027, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.2765 2020-10-05 06:51:51,574 - mmaction - INFO - Epoch [131][220/999] lr: 2.926e-01, eta: 1 day, 11:14:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3426, top5_acc: 0.6066, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.2931 2020-10-05 06:52:11,515 - mmaction - INFO - Epoch [131][240/999] lr: 2.926e-01, eta: 1 day, 11:13:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6018, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.2945 2020-10-05 06:52:31,451 - mmaction - INFO - Epoch [131][260/999] lr: 2.926e-01, eta: 1 day, 11:13:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3500, top5_acc: 0.5965, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.2804 2020-10-05 06:52:51,384 - mmaction - INFO - Epoch [131][280/999] lr: 2.926e-01, eta: 1 day, 11:13:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3448, top5_acc: 0.6013, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.2752 2020-10-05 06:53:11,317 - mmaction - INFO - Epoch [131][300/999] lr: 2.926e-01, eta: 1 day, 11:12:58, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3431, top5_acc: 0.5897, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.2768 2020-10-05 06:53:31,351 - mmaction - INFO - Epoch [131][320/999] lr: 2.926e-01, eta: 1 day, 11:12:37, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5958, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.2922 2020-10-05 06:53:51,331 - mmaction - INFO - Epoch [131][340/999] lr: 2.926e-01, eta: 1 day, 11:12:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3560, top5_acc: 0.6012, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.2875 2020-10-05 06:54:11,258 - mmaction - INFO - Epoch [131][360/999] lr: 2.926e-01, eta: 1 day, 11:11:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3566, top5_acc: 0.6018, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.2702 2020-10-05 06:54:31,134 - mmaction - INFO - Epoch [131][380/999] lr: 2.926e-01, eta: 1 day, 11:11:36, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5964, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.2797 2020-10-05 06:54:50,999 - mmaction - INFO - Epoch [131][400/999] lr: 2.926e-01, eta: 1 day, 11:11:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3509, top5_acc: 0.5970, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.2983 2020-10-05 06:55:10,923 - mmaction - INFO - Epoch [131][420/999] lr: 2.926e-01, eta: 1 day, 11:10:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3552, top5_acc: 0.5974, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.2976 2020-10-05 06:55:30,814 - mmaction - INFO - Epoch [131][440/999] lr: 2.926e-01, eta: 1 day, 11:10:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3496, top5_acc: 0.5999, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.2951 2020-10-05 06:55:50,852 - mmaction - INFO - Epoch [131][460/999] lr: 2.926e-01, eta: 1 day, 11:10:14, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3520, top5_acc: 0.6008, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.2992 2020-10-05 06:56:10,759 - mmaction - INFO - Epoch [131][480/999] lr: 2.926e-01, eta: 1 day, 11:09:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3487, top5_acc: 0.5935, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.2856 2020-10-05 06:56:30,690 - mmaction - INFO - Epoch [131][500/999] lr: 2.926e-01, eta: 1 day, 11:09:33, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5984, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.2860 2020-10-05 06:56:50,621 - mmaction - INFO - Epoch [131][520/999] lr: 2.926e-01, eta: 1 day, 11:09:13, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3527, top5_acc: 0.5983, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.2809 2020-10-05 06:57:10,518 - mmaction - INFO - Epoch [131][540/999] lr: 2.926e-01, eta: 1 day, 11:08:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5941, loss_cls: 3.0461, loss: 3.0461, grad_norm: 1.3170 2020-10-05 06:57:30,479 - mmaction - INFO - Epoch [131][560/999] lr: 2.926e-01, eta: 1 day, 11:08:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5944, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.3111 2020-10-05 06:57:50,397 - mmaction - INFO - Epoch [131][580/999] lr: 2.926e-01, eta: 1 day, 11:08:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3522, top5_acc: 0.5923, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.3032 2020-10-05 06:58:10,331 - mmaction - INFO - Epoch [131][600/999] lr: 2.926e-01, eta: 1 day, 11:07:51, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3529, top5_acc: 0.5940, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.2722 2020-10-05 06:58:30,240 - mmaction - INFO - Epoch [131][620/999] lr: 2.926e-01, eta: 1 day, 11:07:31, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3496, top5_acc: 0.6005, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.2816 2020-10-05 06:58:50,182 - mmaction - INFO - Epoch [131][640/999] lr: 2.926e-01, eta: 1 day, 11:07:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3467, top5_acc: 0.5970, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.3117 2020-10-05 06:59:10,053 - mmaction - INFO - Epoch [131][660/999] lr: 2.926e-01, eta: 1 day, 11:06:50, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3462, top5_acc: 0.5898, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.2665 2020-10-05 06:59:30,039 - mmaction - INFO - Epoch [131][680/999] lr: 2.926e-01, eta: 1 day, 11:06:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6066, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.2847 2020-10-05 06:59:49,975 - mmaction - INFO - Epoch [131][700/999] lr: 2.926e-01, eta: 1 day, 11:06:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3421, top5_acc: 0.5934, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.2971 2020-10-05 07:00:11,735 - mmaction - INFO - Epoch [131][720/999] lr: 2.926e-01, eta: 1 day, 11:05:50, time: 1.088, data_time: 0.003, memory: 8478, top1_acc: 0.3582, top5_acc: 0.6009, loss_cls: 3.0254, loss: 3.0254, grad_norm: 1.2693 2020-10-05 07:00:31,609 - mmaction - INFO - Epoch [131][740/999] lr: 2.926e-01, eta: 1 day, 11:05:30, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3428, top5_acc: 0.5902, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.2905 2020-10-05 07:00:51,416 - mmaction - INFO - Epoch [131][760/999] lr: 2.926e-01, eta: 1 day, 11:05:09, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3477, top5_acc: 0.5936, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.2668 2020-10-05 07:01:11,455 - mmaction - INFO - Epoch [131][780/999] lr: 2.926e-01, eta: 1 day, 11:04:49, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3466, top5_acc: 0.5918, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.2922 2020-10-05 07:01:31,353 - mmaction - INFO - Epoch [131][800/999] lr: 2.926e-01, eta: 1 day, 11:04:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3504, top5_acc: 0.5977, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.2850 2020-10-05 07:01:51,175 - mmaction - INFO - Epoch [131][820/999] lr: 2.926e-01, eta: 1 day, 11:04:08, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3487, top5_acc: 0.5914, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.2689 2020-10-05 07:02:11,084 - mmaction - INFO - Epoch [131][840/999] lr: 2.926e-01, eta: 1 day, 11:03:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3454, top5_acc: 0.6066, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.2939 2020-10-05 07:02:31,120 - mmaction - INFO - Epoch [131][860/999] lr: 2.926e-01, eta: 1 day, 11:03:27, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3490, top5_acc: 0.5926, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.2873 2020-10-05 07:02:51,056 - mmaction - INFO - Epoch [131][880/999] lr: 2.926e-01, eta: 1 day, 11:03:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3495, top5_acc: 0.6005, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.2775 2020-10-05 07:03:11,016 - mmaction - INFO - Epoch [131][900/999] lr: 2.926e-01, eta: 1 day, 11:02:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.2935 2020-10-05 07:03:30,906 - mmaction - INFO - Epoch [131][920/999] lr: 2.926e-01, eta: 1 day, 11:02:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3503, top5_acc: 0.6023, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.2962 2020-10-05 07:03:50,884 - mmaction - INFO - Epoch [131][940/999] lr: 2.926e-01, eta: 1 day, 11:02:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3491, top5_acc: 0.6014, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2985 2020-10-05 07:04:10,829 - mmaction - INFO - Epoch [131][960/999] lr: 2.926e-01, eta: 1 day, 11:01:45, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6073, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.2775 2020-10-05 07:04:30,835 - mmaction - INFO - Epoch [131][980/999] lr: 2.926e-01, eta: 1 day, 11:01:25, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3395, top5_acc: 0.5970, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.3015 2020-10-05 07:05:44,950 - mmaction - INFO - Epoch [132][20/999] lr: 2.890e-01, eta: 1 day, 11:00:59, time: 2.672, data_time: 1.628, memory: 8478, top1_acc: 0.3474, top5_acc: 0.6029, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.3082 2020-10-05 07:06:04,601 - mmaction - INFO - Epoch [132][40/999] lr: 2.890e-01, eta: 1 day, 11:00:38, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.3527, top5_acc: 0.6010, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.2937 2020-10-05 07:06:24,527 - mmaction - INFO - Epoch [132][60/999] lr: 2.890e-01, eta: 1 day, 11:00:17, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3500, top5_acc: 0.6060, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.2928 2020-10-05 07:06:44,544 - mmaction - INFO - Epoch [132][80/999] lr: 2.890e-01, eta: 1 day, 10:59:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3546, top5_acc: 0.6107, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.2941 2020-10-05 07:07:04,466 - mmaction - INFO - Epoch [132][100/999] lr: 2.890e-01, eta: 1 day, 10:59:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3535, top5_acc: 0.6091, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.3019 2020-10-05 07:07:24,219 - mmaction - INFO - Epoch [132][120/999] lr: 2.890e-01, eta: 1 day, 10:59:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6014, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.3151 2020-10-05 07:07:44,045 - mmaction - INFO - Epoch [132][140/999] lr: 2.890e-01, eta: 1 day, 10:58:56, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3480, top5_acc: 0.6016, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.2868 2020-10-05 07:08:03,920 - mmaction - INFO - Epoch [132][160/999] lr: 2.890e-01, eta: 1 day, 10:58:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3488, top5_acc: 0.6042, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.2860 2020-10-05 07:08:23,883 - mmaction - INFO - Epoch [132][180/999] lr: 2.890e-01, eta: 1 day, 10:58:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3470, top5_acc: 0.5949, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.2877 2020-10-05 07:08:43,828 - mmaction - INFO - Epoch [132][200/999] lr: 2.890e-01, eta: 1 day, 10:57:54, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5956, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.2979 2020-10-05 07:09:03,840 - mmaction - INFO - Epoch [132][220/999] lr: 2.890e-01, eta: 1 day, 10:57:34, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6124, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.2874 2020-10-05 07:09:23,710 - mmaction - INFO - Epoch [132][240/999] lr: 2.890e-01, eta: 1 day, 10:57:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3603, top5_acc: 0.6116, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.2950 2020-10-05 07:09:43,673 - mmaction - INFO - Epoch [132][260/999] lr: 2.890e-01, eta: 1 day, 10:56:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3561, top5_acc: 0.6017, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.2924 2020-10-05 07:10:03,673 - mmaction - INFO - Epoch [132][280/999] lr: 2.890e-01, eta: 1 day, 10:56:33, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3607, top5_acc: 0.6107, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.2988 2020-10-05 07:10:23,537 - mmaction - INFO - Epoch [132][300/999] lr: 2.890e-01, eta: 1 day, 10:56:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3560, top5_acc: 0.6109, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.3223 2020-10-05 07:10:43,513 - mmaction - INFO - Epoch [132][320/999] lr: 2.890e-01, eta: 1 day, 10:55:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3500, top5_acc: 0.6077, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.2984 2020-10-05 07:11:03,402 - mmaction - INFO - Epoch [132][340/999] lr: 2.890e-01, eta: 1 day, 10:55:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3531, top5_acc: 0.6048, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.3058 2020-10-05 07:11:23,369 - mmaction - INFO - Epoch [132][360/999] lr: 2.890e-01, eta: 1 day, 10:55:11, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3540, top5_acc: 0.5975, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.3049 2020-10-05 07:11:43,191 - mmaction - INFO - Epoch [132][380/999] lr: 2.890e-01, eta: 1 day, 10:54:50, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3499, top5_acc: 0.5945, loss_cls: 3.0268, loss: 3.0268, grad_norm: 1.2873 2020-10-05 07:12:03,171 - mmaction - INFO - Epoch [132][400/999] lr: 2.890e-01, eta: 1 day, 10:54:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3579, top5_acc: 0.6007, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2753 2020-10-05 07:12:23,012 - mmaction - INFO - Epoch [132][420/999] lr: 2.890e-01, eta: 1 day, 10:54:09, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3451, top5_acc: 0.5932, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.3026 2020-10-05 07:12:42,984 - mmaction - INFO - Epoch [132][440/999] lr: 2.890e-01, eta: 1 day, 10:53:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3503, top5_acc: 0.6056, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.3077 2020-10-05 07:13:02,904 - mmaction - INFO - Epoch [132][460/999] lr: 2.890e-01, eta: 1 day, 10:53:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3461, top5_acc: 0.5919, loss_cls: 3.0417, loss: 3.0417, grad_norm: 1.2873 2020-10-05 07:13:22,833 - mmaction - INFO - Epoch [132][480/999] lr: 2.890e-01, eta: 1 day, 10:53:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3540, top5_acc: 0.6036, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.2864 2020-10-05 07:13:42,757 - mmaction - INFO - Epoch [132][500/999] lr: 2.890e-01, eta: 1 day, 10:52:48, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3513, top5_acc: 0.6033, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.2840 2020-10-05 07:14:02,665 - mmaction - INFO - Epoch [132][520/999] lr: 2.890e-01, eta: 1 day, 10:52:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3533, top5_acc: 0.6016, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.3201 2020-10-05 07:14:22,592 - mmaction - INFO - Epoch [132][540/999] lr: 2.890e-01, eta: 1 day, 10:52:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5937, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.2930 2020-10-05 07:14:42,484 - mmaction - INFO - Epoch [132][560/999] lr: 2.890e-01, eta: 1 day, 10:51:46, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3378, top5_acc: 0.5930, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2920 2020-10-05 07:15:02,452 - mmaction - INFO - Epoch [132][580/999] lr: 2.890e-01, eta: 1 day, 10:51:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3415, top5_acc: 0.5846, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.2987 2020-10-05 07:15:22,353 - mmaction - INFO - Epoch [132][600/999] lr: 2.890e-01, eta: 1 day, 10:51:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3497, top5_acc: 0.5951, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.2912 2020-10-05 07:15:42,260 - mmaction - INFO - Epoch [132][620/999] lr: 2.890e-01, eta: 1 day, 10:50:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3487, top5_acc: 0.5928, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.2895 2020-10-05 07:16:02,197 - mmaction - INFO - Epoch [132][640/999] lr: 2.890e-01, eta: 1 day, 10:50:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3435, top5_acc: 0.5917, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.2821 2020-10-05 07:16:22,097 - mmaction - INFO - Epoch [132][660/999] lr: 2.890e-01, eta: 1 day, 10:50:04, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3478, top5_acc: 0.5948, loss_cls: 3.0576, loss: 3.0576, grad_norm: 1.2920 2020-10-05 07:16:42,017 - mmaction - INFO - Epoch [132][680/999] lr: 2.890e-01, eta: 1 day, 10:49:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3521, top5_acc: 0.5967, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.2889 2020-10-05 07:17:01,970 - mmaction - INFO - Epoch [132][700/999] lr: 2.890e-01, eta: 1 day, 10:49:23, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3305, top5_acc: 0.5729, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.2943 2020-10-05 07:17:21,862 - mmaction - INFO - Epoch [132][720/999] lr: 2.890e-01, eta: 1 day, 10:49:03, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3562, top5_acc: 0.6060, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.2693 2020-10-05 07:17:41,737 - mmaction - INFO - Epoch [132][740/999] lr: 2.890e-01, eta: 1 day, 10:48:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3605, top5_acc: 0.6057, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.2752 2020-10-05 07:18:01,641 - mmaction - INFO - Epoch [132][760/999] lr: 2.890e-01, eta: 1 day, 10:48:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3562, top5_acc: 0.6043, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.3043 2020-10-05 07:18:21,563 - mmaction - INFO - Epoch [132][780/999] lr: 2.890e-01, eta: 1 day, 10:48:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3462, top5_acc: 0.5938, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.2935 2020-10-05 07:18:41,522 - mmaction - INFO - Epoch [132][800/999] lr: 2.890e-01, eta: 1 day, 10:47:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3535, top5_acc: 0.5935, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.2864 2020-10-05 07:19:01,398 - mmaction - INFO - Epoch [132][820/999] lr: 2.890e-01, eta: 1 day, 10:47:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.2783 2020-10-05 07:19:21,334 - mmaction - INFO - Epoch [132][840/999] lr: 2.890e-01, eta: 1 day, 10:47:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3392, top5_acc: 0.5917, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.2922 2020-10-05 07:19:41,301 - mmaction - INFO - Epoch [132][860/999] lr: 2.890e-01, eta: 1 day, 10:46:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3355, top5_acc: 0.5880, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.2949 2020-10-05 07:20:01,238 - mmaction - INFO - Epoch [132][880/999] lr: 2.890e-01, eta: 1 day, 10:46:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3572, top5_acc: 0.5960, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.2885 2020-10-05 07:20:21,185 - mmaction - INFO - Epoch [132][900/999] lr: 2.890e-01, eta: 1 day, 10:45:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3474, top5_acc: 0.5941, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.2861 2020-10-05 07:20:41,092 - mmaction - INFO - Epoch [132][920/999] lr: 2.890e-01, eta: 1 day, 10:45:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3573, top5_acc: 0.5990, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.2928 2020-10-05 07:21:00,996 - mmaction - INFO - Epoch [132][940/999] lr: 2.890e-01, eta: 1 day, 10:45:18, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3500, top5_acc: 0.6061, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.2828 2020-10-05 07:21:20,891 - mmaction - INFO - Epoch [132][960/999] lr: 2.890e-01, eta: 1 day, 10:44:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5918, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.2778 2020-10-05 07:21:40,729 - mmaction - INFO - Epoch [132][980/999] lr: 2.890e-01, eta: 1 day, 10:44:37, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.2830 2020-10-05 07:22:49,126 - mmaction - INFO - Epoch [133][20/999] lr: 2.853e-01, eta: 1 day, 10:44:07, time: 2.463, data_time: 1.399, memory: 8478, top1_acc: 0.3578, top5_acc: 0.6122, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.2753 2020-10-05 07:23:08,796 - mmaction - INFO - Epoch [133][40/999] lr: 2.853e-01, eta: 1 day, 10:43:46, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3525, top5_acc: 0.6068, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.3010 2020-10-05 07:23:28,554 - mmaction - INFO - Epoch [133][60/999] lr: 2.853e-01, eta: 1 day, 10:43:25, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3574, top5_acc: 0.6076, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.2905 2020-10-05 07:23:48,408 - mmaction - INFO - Epoch [133][80/999] lr: 2.853e-01, eta: 1 day, 10:43:05, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.3116 2020-10-05 07:24:08,212 - mmaction - INFO - Epoch [133][100/999] lr: 2.853e-01, eta: 1 day, 10:42:44, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3496, top5_acc: 0.6109, loss_cls: 2.9986, loss: 2.9986, grad_norm: 1.2899 2020-10-05 07:24:28,195 - mmaction - INFO - Epoch [133][120/999] lr: 2.853e-01, eta: 1 day, 10:42:24, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6087, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.2827 2020-10-05 07:24:48,101 - mmaction - INFO - Epoch [133][140/999] lr: 2.853e-01, eta: 1 day, 10:42:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6003, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.2945 2020-10-05 07:25:07,986 - mmaction - INFO - Epoch [133][160/999] lr: 2.853e-01, eta: 1 day, 10:41:43, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3508, top5_acc: 0.6076, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.3001 2020-10-05 07:25:27,849 - mmaction - INFO - Epoch [133][180/999] lr: 2.853e-01, eta: 1 day, 10:41:22, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3512, top5_acc: 0.5905, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.3203 2020-10-05 07:25:47,768 - mmaction - INFO - Epoch [133][200/999] lr: 2.853e-01, eta: 1 day, 10:41:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3464, top5_acc: 0.5964, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.2848 2020-10-05 07:26:07,689 - mmaction - INFO - Epoch [133][220/999] lr: 2.853e-01, eta: 1 day, 10:40:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6057, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.3049 2020-10-05 07:26:27,696 - mmaction - INFO - Epoch [133][240/999] lr: 2.853e-01, eta: 1 day, 10:40:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3509, top5_acc: 0.5961, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.2870 2020-10-05 07:26:47,623 - mmaction - INFO - Epoch [133][260/999] lr: 2.853e-01, eta: 1 day, 10:40:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3469, top5_acc: 0.5965, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.2838 2020-10-05 07:27:07,624 - mmaction - INFO - Epoch [133][280/999] lr: 2.853e-01, eta: 1 day, 10:39:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5965, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.2946 2020-10-05 07:27:27,612 - mmaction - INFO - Epoch [133][300/999] lr: 2.853e-01, eta: 1 day, 10:39:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6042, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.2666 2020-10-05 07:27:47,596 - mmaction - INFO - Epoch [133][320/999] lr: 2.853e-01, eta: 1 day, 10:39:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3565, top5_acc: 0.6094, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.3059 2020-10-05 07:28:07,658 - mmaction - INFO - Epoch [133][340/999] lr: 2.853e-01, eta: 1 day, 10:38:39, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3574, top5_acc: 0.5988, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.2898 2020-10-05 07:28:27,546 - mmaction - INFO - Epoch [133][360/999] lr: 2.853e-01, eta: 1 day, 10:38:19, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3613, top5_acc: 0.6040, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.2852 2020-10-05 07:28:47,604 - mmaction - INFO - Epoch [133][380/999] lr: 2.853e-01, eta: 1 day, 10:37:59, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3695, top5_acc: 0.6098, loss_cls: 2.9523, loss: 2.9523, grad_norm: 1.3085 2020-10-05 07:29:07,515 - mmaction - INFO - Epoch [133][400/999] lr: 2.853e-01, eta: 1 day, 10:37:38, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3475, top5_acc: 0.5836, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.3275 2020-10-05 07:29:27,321 - mmaction - INFO - Epoch [133][420/999] lr: 2.853e-01, eta: 1 day, 10:37:18, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3523, top5_acc: 0.5927, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.3095 2020-10-05 07:29:47,347 - mmaction - INFO - Epoch [133][440/999] lr: 2.853e-01, eta: 1 day, 10:36:57, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3401, top5_acc: 0.5806, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.2832 2020-10-05 07:30:07,199 - mmaction - INFO - Epoch [133][460/999] lr: 2.853e-01, eta: 1 day, 10:36:37, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3521, top5_acc: 0.6014, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.3013 2020-10-05 07:30:28,064 - mmaction - INFO - Epoch [133][480/999] lr: 2.853e-01, eta: 1 day, 10:36:17, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6064, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.3034 2020-10-05 07:30:48,020 - mmaction - INFO - Epoch [133][500/999] lr: 2.853e-01, eta: 1 day, 10:35:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3404, top5_acc: 0.5898, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.3092 2020-10-05 07:31:07,946 - mmaction - INFO - Epoch [133][520/999] lr: 2.853e-01, eta: 1 day, 10:35:36, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3570, top5_acc: 0.6043, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2722 2020-10-05 07:31:27,917 - mmaction - INFO - Epoch [133][540/999] lr: 2.853e-01, eta: 1 day, 10:35:16, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3510, top5_acc: 0.6033, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.3118 2020-10-05 07:31:47,839 - mmaction - INFO - Epoch [133][560/999] lr: 2.853e-01, eta: 1 day, 10:34:55, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5970, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.3120 2020-10-05 07:32:07,732 - mmaction - INFO - Epoch [133][580/999] lr: 2.853e-01, eta: 1 day, 10:34:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3512, top5_acc: 0.5939, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.2905 2020-10-05 07:32:27,657 - mmaction - INFO - Epoch [133][600/999] lr: 2.853e-01, eta: 1 day, 10:34:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3549, top5_acc: 0.5979, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.2947 2020-10-05 07:32:47,706 - mmaction - INFO - Epoch [133][620/999] lr: 2.853e-01, eta: 1 day, 10:33:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3577, top5_acc: 0.5986, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.2904 2020-10-05 07:33:07,669 - mmaction - INFO - Epoch [133][640/999] lr: 2.853e-01, eta: 1 day, 10:33:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3587, top5_acc: 0.6053, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.3116 2020-10-05 07:33:27,589 - mmaction - INFO - Epoch [133][660/999] lr: 2.853e-01, eta: 1 day, 10:33:13, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3552, top5_acc: 0.5986, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.2952 2020-10-05 07:33:47,606 - mmaction - INFO - Epoch [133][680/999] lr: 2.853e-01, eta: 1 day, 10:32:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3461, top5_acc: 0.5970, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.2982 2020-10-05 07:34:07,653 - mmaction - INFO - Epoch [133][700/999] lr: 2.853e-01, eta: 1 day, 10:32:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3449, top5_acc: 0.5922, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.2805 2020-10-05 07:34:27,598 - mmaction - INFO - Epoch [133][720/999] lr: 2.853e-01, eta: 1 day, 10:32:12, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3570, top5_acc: 0.6020, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.2936 2020-10-05 07:34:47,524 - mmaction - INFO - Epoch [133][740/999] lr: 2.853e-01, eta: 1 day, 10:31:52, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3542, top5_acc: 0.5979, loss_cls: 3.0120, loss: 3.0120, grad_norm: 1.2955 2020-10-05 07:35:07,450 - mmaction - INFO - Epoch [133][760/999] lr: 2.853e-01, eta: 1 day, 10:31:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3509, top5_acc: 0.6103, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.3031 2020-10-05 07:35:27,334 - mmaction - INFO - Epoch [133][780/999] lr: 2.853e-01, eta: 1 day, 10:31:11, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3440, top5_acc: 0.5911, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.2880 2020-10-05 07:35:47,278 - mmaction - INFO - Epoch [133][800/999] lr: 2.853e-01, eta: 1 day, 10:30:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3495, top5_acc: 0.5975, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.3183 2020-10-05 07:36:07,255 - mmaction - INFO - Epoch [133][820/999] lr: 2.853e-01, eta: 1 day, 10:30:30, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3582, top5_acc: 0.6017, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.2986 2020-10-05 07:36:27,190 - mmaction - INFO - Epoch [133][840/999] lr: 2.853e-01, eta: 1 day, 10:30:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3562, top5_acc: 0.5983, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.3017 2020-10-05 07:36:47,130 - mmaction - INFO - Epoch [133][860/999] lr: 2.853e-01, eta: 1 day, 10:29:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3525, top5_acc: 0.5908, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.2985 2020-10-05 07:37:07,103 - mmaction - INFO - Epoch [133][880/999] lr: 2.853e-01, eta: 1 day, 10:29:29, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3443, top5_acc: 0.5874, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.2781 2020-10-05 07:37:27,100 - mmaction - INFO - Epoch [133][900/999] lr: 2.853e-01, eta: 1 day, 10:29:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3579, top5_acc: 0.6017, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.2887 2020-10-05 07:37:47,058 - mmaction - INFO - Epoch [133][920/999] lr: 2.853e-01, eta: 1 day, 10:28:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3576, top5_acc: 0.6104, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.2968 2020-10-05 07:38:06,959 - mmaction - INFO - Epoch [133][940/999] lr: 2.853e-01, eta: 1 day, 10:28:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3424, top5_acc: 0.5997, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.3029 2020-10-05 07:38:26,844 - mmaction - INFO - Epoch [133][960/999] lr: 2.853e-01, eta: 1 day, 10:28:07, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3457, top5_acc: 0.5935, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.2987 2020-10-05 07:38:46,738 - mmaction - INFO - Epoch [133][980/999] lr: 2.853e-01, eta: 1 day, 10:27:47, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3510, top5_acc: 0.5940, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.2908 2020-10-05 07:39:55,010 - mmaction - INFO - Epoch [134][20/999] lr: 2.816e-01, eta: 1 day, 10:27:16, time: 2.455, data_time: 1.448, memory: 8478, top1_acc: 0.3620, top5_acc: 0.6049, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.3072 2020-10-05 07:40:14,744 - mmaction - INFO - Epoch [134][40/999] lr: 2.816e-01, eta: 1 day, 10:26:56, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3516, top5_acc: 0.6053, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.2792 2020-10-05 07:40:34,649 - mmaction - INFO - Epoch [134][60/999] lr: 2.816e-01, eta: 1 day, 10:26:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3513, top5_acc: 0.5980, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.3025 2020-10-05 07:40:54,687 - mmaction - INFO - Epoch [134][80/999] lr: 2.816e-01, eta: 1 day, 10:26:15, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6099, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.2823 2020-10-05 07:41:14,532 - mmaction - INFO - Epoch [134][100/999] lr: 2.816e-01, eta: 1 day, 10:25:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3556, top5_acc: 0.5991, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.3036 2020-10-05 07:41:34,519 - mmaction - INFO - Epoch [134][120/999] lr: 2.816e-01, eta: 1 day, 10:25:34, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3600, top5_acc: 0.6053, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.3128 2020-10-05 07:41:54,460 - mmaction - INFO - Epoch [134][140/999] lr: 2.816e-01, eta: 1 day, 10:25:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3471, top5_acc: 0.5966, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.3184 2020-10-05 07:42:14,437 - mmaction - INFO - Epoch [134][160/999] lr: 2.816e-01, eta: 1 day, 10:24:53, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3538, top5_acc: 0.6046, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.3128 2020-10-05 07:42:34,365 - mmaction - INFO - Epoch [134][180/999] lr: 2.816e-01, eta: 1 day, 10:24:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3622, top5_acc: 0.6113, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.2979 2020-10-05 07:42:54,367 - mmaction - INFO - Epoch [134][200/999] lr: 2.816e-01, eta: 1 day, 10:24:12, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3622, top5_acc: 0.6065, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.3242 2020-10-05 07:43:14,458 - mmaction - INFO - Epoch [134][220/999] lr: 2.816e-01, eta: 1 day, 10:23:52, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.3552, top5_acc: 0.6040, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.3086 2020-10-05 07:43:34,367 - mmaction - INFO - Epoch [134][240/999] lr: 2.816e-01, eta: 1 day, 10:23:32, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3590, top5_acc: 0.6109, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.3130 2020-10-05 07:43:54,316 - mmaction - INFO - Epoch [134][260/999] lr: 2.816e-01, eta: 1 day, 10:23:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6012, loss_cls: 2.9853, loss: 2.9853, grad_norm: 1.3006 2020-10-05 07:44:14,410 - mmaction - INFO - Epoch [134][280/999] lr: 2.816e-01, eta: 1 day, 10:22:51, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.5986, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.3270 2020-10-05 07:44:34,230 - mmaction - INFO - Epoch [134][300/999] lr: 2.816e-01, eta: 1 day, 10:22:30, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3445, top5_acc: 0.6035, loss_cls: 3.0316, loss: 3.0316, grad_norm: 1.3137 2020-10-05 07:44:54,178 - mmaction - INFO - Epoch [134][320/999] lr: 2.816e-01, eta: 1 day, 10:22:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6007, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.2756 2020-10-05 07:45:13,978 - mmaction - INFO - Epoch [134][340/999] lr: 2.816e-01, eta: 1 day, 10:21:49, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3454, top5_acc: 0.5927, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.3071 2020-10-05 07:45:33,903 - mmaction - INFO - Epoch [134][360/999] lr: 2.816e-01, eta: 1 day, 10:21:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3540, top5_acc: 0.6036, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.3164 2020-10-05 07:45:53,814 - mmaction - INFO - Epoch [134][380/999] lr: 2.816e-01, eta: 1 day, 10:21:09, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3629, top5_acc: 0.6033, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.2931 2020-10-05 07:46:13,759 - mmaction - INFO - Epoch [134][400/999] lr: 2.816e-01, eta: 1 day, 10:20:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3535, top5_acc: 0.6030, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.3041 2020-10-05 07:46:33,760 - mmaction - INFO - Epoch [134][420/999] lr: 2.816e-01, eta: 1 day, 10:20:28, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6025, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.3112 2020-10-05 07:46:53,591 - mmaction - INFO - Epoch [134][440/999] lr: 2.816e-01, eta: 1 day, 10:20:07, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3621, top5_acc: 0.6092, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.3011 2020-10-05 07:47:13,533 - mmaction - INFO - Epoch [134][460/999] lr: 2.816e-01, eta: 1 day, 10:19:47, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3549, top5_acc: 0.6040, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.3067 2020-10-05 07:47:33,458 - mmaction - INFO - Epoch [134][480/999] lr: 2.816e-01, eta: 1 day, 10:19:26, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6005, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.2915 2020-10-05 07:47:53,344 - mmaction - INFO - Epoch [134][500/999] lr: 2.816e-01, eta: 1 day, 10:19:06, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3514, top5_acc: 0.6059, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.3315 2020-10-05 07:48:13,306 - mmaction - INFO - Epoch [134][520/999] lr: 2.816e-01, eta: 1 day, 10:18:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3607, top5_acc: 0.6079, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.3060 2020-10-05 07:48:33,158 - mmaction - INFO - Epoch [134][540/999] lr: 2.816e-01, eta: 1 day, 10:18:25, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3607, top5_acc: 0.6023, loss_cls: 2.9791, loss: 2.9791, grad_norm: 1.2992 2020-10-05 07:48:53,107 - mmaction - INFO - Epoch [134][560/999] lr: 2.816e-01, eta: 1 day, 10:18:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3560, top5_acc: 0.5996, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.3076 2020-10-05 07:49:13,075 - mmaction - INFO - Epoch [134][580/999] lr: 2.816e-01, eta: 1 day, 10:17:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3534, top5_acc: 0.5978, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.3197 2020-10-05 07:49:32,937 - mmaction - INFO - Epoch [134][600/999] lr: 2.816e-01, eta: 1 day, 10:17:24, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3609, top5_acc: 0.6126, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.3061 2020-10-05 07:49:52,877 - mmaction - INFO - Epoch [134][620/999] lr: 2.816e-01, eta: 1 day, 10:17:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3602, top5_acc: 0.6027, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.3079 2020-10-05 07:50:12,827 - mmaction - INFO - Epoch [134][640/999] lr: 2.816e-01, eta: 1 day, 10:16:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3474, top5_acc: 0.6010, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.3301 2020-10-05 07:50:32,769 - mmaction - INFO - Epoch [134][660/999] lr: 2.816e-01, eta: 1 day, 10:16:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3549, top5_acc: 0.6047, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.3109 2020-10-05 07:50:52,568 - mmaction - INFO - Epoch [134][680/999] lr: 2.816e-01, eta: 1 day, 10:16:02, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3523, top5_acc: 0.5917, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.3162 2020-10-05 07:51:12,529 - mmaction - INFO - Epoch [134][700/999] lr: 2.816e-01, eta: 1 day, 10:15:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3508, top5_acc: 0.5951, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.2952 2020-10-05 07:51:32,360 - mmaction - INFO - Epoch [134][720/999] lr: 2.816e-01, eta: 1 day, 10:15:21, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3565, top5_acc: 0.5967, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.3054 2020-10-05 07:51:52,362 - mmaction - INFO - Epoch [134][740/999] lr: 2.816e-01, eta: 1 day, 10:15:01, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3616, top5_acc: 0.6081, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.3127 2020-10-05 07:52:12,291 - mmaction - INFO - Epoch [134][760/999] lr: 2.816e-01, eta: 1 day, 10:14:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3492, top5_acc: 0.5935, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.3003 2020-10-05 07:52:32,180 - mmaction - INFO - Epoch [134][780/999] lr: 2.816e-01, eta: 1 day, 10:14:20, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6100, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.3034 2020-10-05 07:52:52,088 - mmaction - INFO - Epoch [134][800/999] lr: 2.816e-01, eta: 1 day, 10:13:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3488, top5_acc: 0.5901, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.3182 2020-10-05 07:53:12,007 - mmaction - INFO - Epoch [134][820/999] lr: 2.816e-01, eta: 1 day, 10:13:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3609, top5_acc: 0.6108, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.2879 2020-10-05 07:53:31,904 - mmaction - INFO - Epoch [134][840/999] lr: 2.816e-01, eta: 1 day, 10:13:18, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3480, top5_acc: 0.5957, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.2953 2020-10-05 07:53:51,879 - mmaction - INFO - Epoch [134][860/999] lr: 2.816e-01, eta: 1 day, 10:12:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3620, top5_acc: 0.6060, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.3105 2020-10-05 07:54:11,802 - mmaction - INFO - Epoch [134][880/999] lr: 2.816e-01, eta: 1 day, 10:12:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3440, top5_acc: 0.5937, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.3156 2020-10-05 07:54:31,779 - mmaction - INFO - Epoch [134][900/999] lr: 2.816e-01, eta: 1 day, 10:12:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3478, top5_acc: 0.5995, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.2915 2020-10-05 07:54:51,771 - mmaction - INFO - Epoch [134][920/999] lr: 2.816e-01, eta: 1 day, 10:11:57, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3479, top5_acc: 0.5990, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.3013 2020-10-05 07:55:11,661 - mmaction - INFO - Epoch [134][940/999] lr: 2.816e-01, eta: 1 day, 10:11:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5915, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.2941 2020-10-05 07:55:31,545 - mmaction - INFO - Epoch [134][960/999] lr: 2.816e-01, eta: 1 day, 10:11:16, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3547, top5_acc: 0.6100, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.2796 2020-10-05 07:55:51,510 - mmaction - INFO - Epoch [134][980/999] lr: 2.816e-01, eta: 1 day, 10:10:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3621, top5_acc: 0.6161, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.3093 2020-10-05 07:57:00,947 - mmaction - INFO - Epoch [135][20/999] lr: 2.779e-01, eta: 1 day, 10:10:26, time: 2.515, data_time: 1.415, memory: 8478, top1_acc: 0.3544, top5_acc: 0.6059, loss_cls: 3.0049, loss: 3.0049, grad_norm: 1.2968 2020-10-05 07:57:20,668 - mmaction - INFO - Epoch [135][40/999] lr: 2.779e-01, eta: 1 day, 10:10:05, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.3570, top5_acc: 0.6035, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.3118 2020-10-05 07:57:40,579 - mmaction - INFO - Epoch [135][60/999] lr: 2.779e-01, eta: 1 day, 10:09:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3625, top5_acc: 0.6161, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.3042 2020-10-05 07:58:00,429 - mmaction - INFO - Epoch [135][80/999] lr: 2.779e-01, eta: 1 day, 10:09:24, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3604, top5_acc: 0.6056, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.2929 2020-10-05 07:58:20,173 - mmaction - INFO - Epoch [135][100/999] lr: 2.779e-01, eta: 1 day, 10:09:04, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3599, top5_acc: 0.6056, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.3149 2020-10-05 07:58:40,083 - mmaction - INFO - Epoch [135][120/999] lr: 2.779e-01, eta: 1 day, 10:08:43, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3529, top5_acc: 0.6008, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.2983 2020-10-05 07:58:59,909 - mmaction - INFO - Epoch [135][140/999] lr: 2.779e-01, eta: 1 day, 10:08:23, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3618, top5_acc: 0.6100, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.3001 2020-10-05 07:59:19,788 - mmaction - INFO - Epoch [135][160/999] lr: 2.779e-01, eta: 1 day, 10:08:02, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3613, top5_acc: 0.6094, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.3189 2020-10-05 07:59:39,636 - mmaction - INFO - Epoch [135][180/999] lr: 2.779e-01, eta: 1 day, 10:07:42, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3599, top5_acc: 0.6057, loss_cls: 2.9790, loss: 2.9790, grad_norm: 1.3263 2020-10-05 07:59:59,617 - mmaction - INFO - Epoch [135][200/999] lr: 2.779e-01, eta: 1 day, 10:07:22, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3465, top5_acc: 0.5954, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.3427 2020-10-05 08:00:21,541 - mmaction - INFO - Epoch [135][220/999] lr: 2.779e-01, eta: 1 day, 10:07:03, time: 1.095, data_time: 0.002, memory: 8478, top1_acc: 0.3621, top5_acc: 0.6070, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.3146 2020-10-05 08:00:41,360 - mmaction - INFO - Epoch [135][240/999] lr: 2.779e-01, eta: 1 day, 10:06:42, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6137, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.3327 2020-10-05 08:01:01,441 - mmaction - INFO - Epoch [135][260/999] lr: 2.779e-01, eta: 1 day, 10:06:22, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.3568, top5_acc: 0.6081, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.3032 2020-10-05 08:01:21,406 - mmaction - INFO - Epoch [135][280/999] lr: 2.779e-01, eta: 1 day, 10:06:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3514, top5_acc: 0.5971, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.3172 2020-10-05 08:01:41,344 - mmaction - INFO - Epoch [135][300/999] lr: 2.779e-01, eta: 1 day, 10:05:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3501, top5_acc: 0.5945, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.2965 2020-10-05 08:02:01,184 - mmaction - INFO - Epoch [135][320/999] lr: 2.779e-01, eta: 1 day, 10:05:21, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6073, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.3039 2020-10-05 08:02:21,264 - mmaction - INFO - Epoch [135][340/999] lr: 2.779e-01, eta: 1 day, 10:05:00, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.3212 2020-10-05 08:02:41,073 - mmaction - INFO - Epoch [135][360/999] lr: 2.779e-01, eta: 1 day, 10:04:40, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6007, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.3324 2020-10-05 08:03:01,011 - mmaction - INFO - Epoch [135][380/999] lr: 2.779e-01, eta: 1 day, 10:04:19, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3553, top5_acc: 0.6102, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.3213 2020-10-05 08:03:20,905 - mmaction - INFO - Epoch [135][400/999] lr: 2.779e-01, eta: 1 day, 10:03:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3535, top5_acc: 0.6047, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.2974 2020-10-05 08:03:40,912 - mmaction - INFO - Epoch [135][420/999] lr: 2.779e-01, eta: 1 day, 10:03:39, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6121, loss_cls: 2.9844, loss: 2.9844, grad_norm: 1.3094 2020-10-05 08:04:00,931 - mmaction - INFO - Epoch [135][440/999] lr: 2.779e-01, eta: 1 day, 10:03:18, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.3513, top5_acc: 0.6014, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.3305 2020-10-05 08:04:20,839 - mmaction - INFO - Epoch [135][460/999] lr: 2.779e-01, eta: 1 day, 10:02:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3479, top5_acc: 0.5987, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.3288 2020-10-05 08:04:40,912 - mmaction - INFO - Epoch [135][480/999] lr: 2.779e-01, eta: 1 day, 10:02:38, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.3492, top5_acc: 0.6016, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.3172 2020-10-05 08:05:00,805 - mmaction - INFO - Epoch [135][500/999] lr: 2.779e-01, eta: 1 day, 10:02:17, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3591, top5_acc: 0.6025, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.3056 2020-10-05 08:05:20,738 - mmaction - INFO - Epoch [135][520/999] lr: 2.779e-01, eta: 1 day, 10:01:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3526, top5_acc: 0.5984, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.2810 2020-10-05 08:05:40,722 - mmaction - INFO - Epoch [135][540/999] lr: 2.779e-01, eta: 1 day, 10:01:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3523, top5_acc: 0.6074, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.2963 2020-10-05 08:06:00,695 - mmaction - INFO - Epoch [135][560/999] lr: 2.779e-01, eta: 1 day, 10:01:16, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3616, top5_acc: 0.6055, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.3162 2020-10-05 08:06:20,626 - mmaction - INFO - Epoch [135][580/999] lr: 2.779e-01, eta: 1 day, 10:00:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6020, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.3254 2020-10-05 08:06:40,577 - mmaction - INFO - Epoch [135][600/999] lr: 2.779e-01, eta: 1 day, 10:00:35, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3574, top5_acc: 0.6047, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.3042 2020-10-05 08:07:00,490 - mmaction - INFO - Epoch [135][620/999] lr: 2.779e-01, eta: 1 day, 10:00:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3589, top5_acc: 0.6161, loss_cls: 2.9582, loss: 2.9582, grad_norm: 1.3237 2020-10-05 08:07:20,495 - mmaction - INFO - Epoch [135][640/999] lr: 2.779e-01, eta: 1 day, 9:59:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3500, top5_acc: 0.6017, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.3348 2020-10-05 08:07:40,486 - mmaction - INFO - Epoch [135][660/999] lr: 2.779e-01, eta: 1 day, 9:59:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3615, top5_acc: 0.6115, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.2970 2020-10-05 08:08:00,442 - mmaction - INFO - Epoch [135][680/999] lr: 2.779e-01, eta: 1 day, 9:59:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3548, top5_acc: 0.6021, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.3194 2020-10-05 08:08:20,306 - mmaction - INFO - Epoch [135][700/999] lr: 2.779e-01, eta: 1 day, 9:58:53, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3474, top5_acc: 0.5936, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.3273 2020-10-05 08:08:40,144 - mmaction - INFO - Epoch [135][720/999] lr: 2.779e-01, eta: 1 day, 9:58:33, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.3144 2020-10-05 08:08:59,964 - mmaction - INFO - Epoch [135][740/999] lr: 2.779e-01, eta: 1 day, 9:58:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3576, top5_acc: 0.5999, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.2983 2020-10-05 08:09:19,904 - mmaction - INFO - Epoch [135][760/999] lr: 2.779e-01, eta: 1 day, 9:57:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3495, top5_acc: 0.5982, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.3358 2020-10-05 08:09:39,728 - mmaction - INFO - Epoch [135][780/999] lr: 2.779e-01, eta: 1 day, 9:57:31, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3602, top5_acc: 0.6053, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.3180 2020-10-05 08:09:59,611 - mmaction - INFO - Epoch [135][800/999] lr: 2.779e-01, eta: 1 day, 9:57:11, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3560, top5_acc: 0.6031, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.3173 2020-10-05 08:10:19,549 - mmaction - INFO - Epoch [135][820/999] lr: 2.779e-01, eta: 1 day, 9:56:50, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6018, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.3053 2020-10-05 08:10:39,522 - mmaction - INFO - Epoch [135][840/999] lr: 2.779e-01, eta: 1 day, 9:56:30, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3548, top5_acc: 0.6102, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.3135 2020-10-05 08:10:59,366 - mmaction - INFO - Epoch [135][860/999] lr: 2.779e-01, eta: 1 day, 9:56:09, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5990, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.3083 2020-10-05 08:11:19,280 - mmaction - INFO - Epoch [135][880/999] lr: 2.779e-01, eta: 1 day, 9:55:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3490, top5_acc: 0.6039, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.3310 2020-10-05 08:11:39,242 - mmaction - INFO - Epoch [135][900/999] lr: 2.779e-01, eta: 1 day, 9:55:28, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3585, top5_acc: 0.6078, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.3133 2020-10-05 08:11:59,189 - mmaction - INFO - Epoch [135][920/999] lr: 2.779e-01, eta: 1 day, 9:55:08, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3578, top5_acc: 0.6021, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.3241 2020-10-05 08:12:19,081 - mmaction - INFO - Epoch [135][940/999] lr: 2.779e-01, eta: 1 day, 9:54:48, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3607, top5_acc: 0.6048, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.2979 2020-10-05 08:12:39,074 - mmaction - INFO - Epoch [135][960/999] lr: 2.779e-01, eta: 1 day, 9:54:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5944, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.3120 2020-10-05 08:12:58,832 - mmaction - INFO - Epoch [135][980/999] lr: 2.779e-01, eta: 1 day, 9:54:07, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3549, top5_acc: 0.6013, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.3078 2020-10-05 08:14:12,002 - mmaction - INFO - Epoch [136][20/999] lr: 2.743e-01, eta: 1 day, 9:53:39, time: 2.636, data_time: 1.595, memory: 8478, top1_acc: 0.3582, top5_acc: 0.6074, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.3133 2020-10-05 08:14:31,697 - mmaction - INFO - Epoch [136][40/999] lr: 2.743e-01, eta: 1 day, 9:53:19, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.3706, top5_acc: 0.6176, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.2966 2020-10-05 08:14:51,492 - mmaction - INFO - Epoch [136][60/999] lr: 2.743e-01, eta: 1 day, 9:52:58, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3617, top5_acc: 0.6122, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.3409 2020-10-05 08:15:11,361 - mmaction - INFO - Epoch [136][80/999] lr: 2.743e-01, eta: 1 day, 9:52:38, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3656, top5_acc: 0.6147, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.3151 2020-10-05 08:15:31,270 - mmaction - INFO - Epoch [136][100/999] lr: 2.743e-01, eta: 1 day, 9:52:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3582, top5_acc: 0.6065, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.3177 2020-10-05 08:15:51,178 - mmaction - INFO - Epoch [136][120/999] lr: 2.743e-01, eta: 1 day, 9:51:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 3.0238, loss: 3.0238, grad_norm: 1.3026 2020-10-05 08:16:11,099 - mmaction - INFO - Epoch [136][140/999] lr: 2.743e-01, eta: 1 day, 9:51:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6098, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.2959 2020-10-05 08:16:30,835 - mmaction - INFO - Epoch [136][160/999] lr: 2.743e-01, eta: 1 day, 9:51:16, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6099, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.3112 2020-10-05 08:16:50,707 - mmaction - INFO - Epoch [136][180/999] lr: 2.743e-01, eta: 1 day, 9:50:55, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3605, top5_acc: 0.6116, loss_cls: 2.9736, loss: 2.9736, grad_norm: 1.3472 2020-10-05 08:17:10,539 - mmaction - INFO - Epoch [136][200/999] lr: 2.743e-01, eta: 1 day, 9:50:35, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3546, top5_acc: 0.6035, loss_cls: 2.9898, loss: 2.9898, grad_norm: 1.3192 2020-10-05 08:17:30,522 - mmaction - INFO - Epoch [136][220/999] lr: 2.743e-01, eta: 1 day, 9:50:14, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3573, top5_acc: 0.6077, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.3117 2020-10-05 08:17:50,483 - mmaction - INFO - Epoch [136][240/999] lr: 2.743e-01, eta: 1 day, 9:49:54, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3547, top5_acc: 0.5990, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.3091 2020-10-05 08:18:10,408 - mmaction - INFO - Epoch [136][260/999] lr: 2.743e-01, eta: 1 day, 9:49:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3586, top5_acc: 0.6025, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.3189 2020-10-05 08:18:30,284 - mmaction - INFO - Epoch [136][280/999] lr: 2.743e-01, eta: 1 day, 9:49:13, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3564, top5_acc: 0.6048, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.3377 2020-10-05 08:18:50,323 - mmaction - INFO - Epoch [136][300/999] lr: 2.743e-01, eta: 1 day, 9:48:53, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6051, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.3146 2020-10-05 08:19:10,274 - mmaction - INFO - Epoch [136][320/999] lr: 2.743e-01, eta: 1 day, 9:48:32, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3626, top5_acc: 0.6102, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.3067 2020-10-05 08:19:30,243 - mmaction - INFO - Epoch [136][340/999] lr: 2.743e-01, eta: 1 day, 9:48:12, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3651, top5_acc: 0.6137, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.3133 2020-10-05 08:19:50,082 - mmaction - INFO - Epoch [136][360/999] lr: 2.743e-01, eta: 1 day, 9:47:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3507, top5_acc: 0.5984, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.3387 2020-10-05 08:20:10,030 - mmaction - INFO - Epoch [136][380/999] lr: 2.743e-01, eta: 1 day, 9:47:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3548, top5_acc: 0.6013, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.3239 2020-10-05 08:20:29,949 - mmaction - INFO - Epoch [136][400/999] lr: 2.743e-01, eta: 1 day, 9:47:11, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3533, top5_acc: 0.6003, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.3047 2020-10-05 08:20:49,893 - mmaction - INFO - Epoch [136][420/999] lr: 2.743e-01, eta: 1 day, 9:46:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3565, top5_acc: 0.6079, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.3157 2020-10-05 08:21:09,816 - mmaction - INFO - Epoch [136][440/999] lr: 2.743e-01, eta: 1 day, 9:46:30, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3576, top5_acc: 0.6025, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.3281 2020-10-05 08:21:29,652 - mmaction - INFO - Epoch [136][460/999] lr: 2.743e-01, eta: 1 day, 9:46:09, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3711, top5_acc: 0.6135, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.2940 2020-10-05 08:21:49,493 - mmaction - INFO - Epoch [136][480/999] lr: 2.743e-01, eta: 1 day, 9:45:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3604, top5_acc: 0.6034, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.3042 2020-10-05 08:22:09,380 - mmaction - INFO - Epoch [136][500/999] lr: 2.743e-01, eta: 1 day, 9:45:28, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3523, top5_acc: 0.5958, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.3434 2020-10-05 08:22:29,309 - mmaction - INFO - Epoch [136][520/999] lr: 2.743e-01, eta: 1 day, 9:45:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3646, top5_acc: 0.6091, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.3078 2020-10-05 08:22:49,341 - mmaction - INFO - Epoch [136][540/999] lr: 2.743e-01, eta: 1 day, 9:44:47, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3493, top5_acc: 0.5977, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.3215 2020-10-05 08:23:09,293 - mmaction - INFO - Epoch [136][560/999] lr: 2.743e-01, eta: 1 day, 9:44:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3634, top5_acc: 0.6081, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.3045 2020-10-05 08:23:29,217 - mmaction - INFO - Epoch [136][580/999] lr: 2.743e-01, eta: 1 day, 9:44:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3441, top5_acc: 0.5973, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.3274 2020-10-05 08:23:49,122 - mmaction - INFO - Epoch [136][600/999] lr: 2.743e-01, eta: 1 day, 9:43:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.5991, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.3055 2020-10-05 08:24:09,042 - mmaction - INFO - Epoch [136][620/999] lr: 2.743e-01, eta: 1 day, 9:43:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3564, top5_acc: 0.6059, loss_cls: 2.9949, loss: 2.9949, grad_norm: 1.3280 2020-10-05 08:24:28,934 - mmaction - INFO - Epoch [136][640/999] lr: 2.743e-01, eta: 1 day, 9:43:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3542, top5_acc: 0.6052, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.3137 2020-10-05 08:24:48,859 - mmaction - INFO - Epoch [136][660/999] lr: 2.743e-01, eta: 1 day, 9:42:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3566, top5_acc: 0.6043, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.3032 2020-10-05 08:25:08,771 - mmaction - INFO - Epoch [136][680/999] lr: 2.743e-01, eta: 1 day, 9:42:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3635, top5_acc: 0.6108, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.2960 2020-10-05 08:25:28,692 - mmaction - INFO - Epoch [136][700/999] lr: 2.743e-01, eta: 1 day, 9:42:04, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3634, top5_acc: 0.6109, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.3308 2020-10-05 08:25:48,581 - mmaction - INFO - Epoch [136][720/999] lr: 2.743e-01, eta: 1 day, 9:41:44, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3540, top5_acc: 0.6159, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.3321 2020-10-05 08:26:08,459 - mmaction - INFO - Epoch [136][740/999] lr: 2.743e-01, eta: 1 day, 9:41:23, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3490, top5_acc: 0.6020, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.3216 2020-10-05 08:26:28,398 - mmaction - INFO - Epoch [136][760/999] lr: 2.743e-01, eta: 1 day, 9:41:03, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3669, top5_acc: 0.6074, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.3259 2020-10-05 08:26:48,335 - mmaction - INFO - Epoch [136][780/999] lr: 2.743e-01, eta: 1 day, 9:40:42, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3513, top5_acc: 0.5983, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.3435 2020-10-05 08:27:08,303 - mmaction - INFO - Epoch [136][800/999] lr: 2.743e-01, eta: 1 day, 9:40:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3539, top5_acc: 0.6108, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.3214 2020-10-05 08:27:28,172 - mmaction - INFO - Epoch [136][820/999] lr: 2.743e-01, eta: 1 day, 9:40:01, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6020, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.3272 2020-10-05 08:27:48,172 - mmaction - INFO - Epoch [136][840/999] lr: 2.743e-01, eta: 1 day, 9:39:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3499, top5_acc: 0.6021, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.3215 2020-10-05 08:28:08,119 - mmaction - INFO - Epoch [136][860/999] lr: 2.743e-01, eta: 1 day, 9:39:21, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6057, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.3172 2020-10-05 08:28:28,052 - mmaction - INFO - Epoch [136][880/999] lr: 2.743e-01, eta: 1 day, 9:39:00, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6150, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.3214 2020-10-05 08:28:47,981 - mmaction - INFO - Epoch [136][900/999] lr: 2.743e-01, eta: 1 day, 9:38:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3527, top5_acc: 0.5986, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.3045 2020-10-05 08:29:07,787 - mmaction - INFO - Epoch [136][920/999] lr: 2.743e-01, eta: 1 day, 9:38:19, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3517, top5_acc: 0.6078, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.3227 2020-10-05 08:29:27,772 - mmaction - INFO - Epoch [136][940/999] lr: 2.743e-01, eta: 1 day, 9:37:59, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6057, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.3046 2020-10-05 08:29:47,793 - mmaction - INFO - Epoch [136][960/999] lr: 2.743e-01, eta: 1 day, 9:37:39, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3590, top5_acc: 0.6124, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.3165 2020-10-05 08:30:07,600 - mmaction - INFO - Epoch [136][980/999] lr: 2.743e-01, eta: 1 day, 9:37:18, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3526, top5_acc: 0.5924, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.3300 2020-10-05 08:30:27,467 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-10-05 08:31:40,192 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 08:31:41,812 - mmaction - INFO - top1_acc 0.4392 top5_acc 0.7123 2020-10-05 08:31:41,812 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 08:31:41,902 - mmaction - INFO - mean_acc 0.4372 2020-10-05 08:31:41,903 - mmaction - INFO - Now best checkpoint is epoch_136.pth 2020-10-05 08:31:41,964 - mmaction - INFO - Epoch(val) [136][999] top1_acc: 0.4392, top5_acc: 0.7123, mean_class_accuracy: 0.4372 2020-10-05 08:32:29,000 - mmaction - INFO - Epoch [137][20/999] lr: 2.706e-01, eta: 1 day, 9:36:45, time: 2.344, data_time: 1.292, memory: 8478, top1_acc: 0.3687, top5_acc: 0.6169, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.3267 2020-10-05 08:32:48,619 - mmaction - INFO - Epoch [137][40/999] lr: 2.706e-01, eta: 1 day, 9:36:25, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.3577, top5_acc: 0.6146, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.3199 2020-10-05 08:33:08,370 - mmaction - INFO - Epoch [137][60/999] lr: 2.706e-01, eta: 1 day, 9:36:04, time: 0.989, data_time: 0.004, memory: 8478, top1_acc: 0.3599, top5_acc: 0.6137, loss_cls: 2.9488, loss: 2.9488, grad_norm: 1.3162 2020-10-05 08:33:28,182 - mmaction - INFO - Epoch [137][80/999] lr: 2.706e-01, eta: 1 day, 9:35:43, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6090, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.3118 2020-10-05 08:33:48,147 - mmaction - INFO - Epoch [137][100/999] lr: 2.706e-01, eta: 1 day, 9:35:23, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6176, loss_cls: 2.9281, loss: 2.9281, grad_norm: 1.3180 2020-10-05 08:34:08,000 - mmaction - INFO - Epoch [137][120/999] lr: 2.706e-01, eta: 1 day, 9:35:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3530, top5_acc: 0.6092, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.3252 2020-10-05 08:34:27,919 - mmaction - INFO - Epoch [137][140/999] lr: 2.706e-01, eta: 1 day, 9:34:42, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3658, top5_acc: 0.6109, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.3409 2020-10-05 08:34:47,828 - mmaction - INFO - Epoch [137][160/999] lr: 2.706e-01, eta: 1 day, 9:34:22, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6036, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.3048 2020-10-05 08:35:07,825 - mmaction - INFO - Epoch [137][180/999] lr: 2.706e-01, eta: 1 day, 9:34:01, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3603, top5_acc: 0.6117, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.3031 2020-10-05 08:35:27,649 - mmaction - INFO - Epoch [137][200/999] lr: 2.706e-01, eta: 1 day, 9:33:41, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3661, top5_acc: 0.6082, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.3403 2020-10-05 08:35:47,568 - mmaction - INFO - Epoch [137][220/999] lr: 2.706e-01, eta: 1 day, 9:33:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6083, loss_cls: 2.9509, loss: 2.9509, grad_norm: 1.3160 2020-10-05 08:36:07,504 - mmaction - INFO - Epoch [137][240/999] lr: 2.706e-01, eta: 1 day, 9:33:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3565, top5_acc: 0.5977, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.3196 2020-10-05 08:36:27,399 - mmaction - INFO - Epoch [137][260/999] lr: 2.706e-01, eta: 1 day, 9:32:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3616, top5_acc: 0.6143, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.3315 2020-10-05 08:36:47,371 - mmaction - INFO - Epoch [137][280/999] lr: 2.706e-01, eta: 1 day, 9:32:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3615, top5_acc: 0.6036, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.3388 2020-10-05 08:37:07,291 - mmaction - INFO - Epoch [137][300/999] lr: 2.706e-01, eta: 1 day, 9:31:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3573, top5_acc: 0.5997, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.3230 2020-10-05 08:37:27,195 - mmaction - INFO - Epoch [137][320/999] lr: 2.706e-01, eta: 1 day, 9:31:38, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3551, top5_acc: 0.6076, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.3132 2020-10-05 08:37:47,191 - mmaction - INFO - Epoch [137][340/999] lr: 2.706e-01, eta: 1 day, 9:31:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3583, top5_acc: 0.6035, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.3463 2020-10-05 08:38:07,199 - mmaction - INFO - Epoch [137][360/999] lr: 2.706e-01, eta: 1 day, 9:30:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3556, top5_acc: 0.6098, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.3199 2020-10-05 08:38:27,121 - mmaction - INFO - Epoch [137][380/999] lr: 2.706e-01, eta: 1 day, 9:30:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3685, top5_acc: 0.6146, loss_cls: 2.9422, loss: 2.9422, grad_norm: 1.3202 2020-10-05 08:38:46,985 - mmaction - INFO - Epoch [137][400/999] lr: 2.706e-01, eta: 1 day, 9:30:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3609, top5_acc: 0.6056, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.3318 2020-10-05 08:39:06,928 - mmaction - INFO - Epoch [137][420/999] lr: 2.706e-01, eta: 1 day, 9:29:56, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3589, top5_acc: 0.6068, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.3190 2020-10-05 08:39:26,934 - mmaction - INFO - Epoch [137][440/999] lr: 2.706e-01, eta: 1 day, 9:29:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3549, top5_acc: 0.6096, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.3571 2020-10-05 08:39:46,922 - mmaction - INFO - Epoch [137][460/999] lr: 2.706e-01, eta: 1 day, 9:29:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3460, top5_acc: 0.5947, loss_cls: 3.0122, loss: 3.0122, grad_norm: 1.3146 2020-10-05 08:40:06,747 - mmaction - INFO - Epoch [137][480/999] lr: 2.706e-01, eta: 1 day, 9:28:55, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3587, top5_acc: 0.6090, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.3173 2020-10-05 08:40:26,812 - mmaction - INFO - Epoch [137][500/999] lr: 2.706e-01, eta: 1 day, 9:28:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3548, top5_acc: 0.6044, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.3218 2020-10-05 08:40:46,743 - mmaction - INFO - Epoch [137][520/999] lr: 2.706e-01, eta: 1 day, 9:28:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6103, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.3012 2020-10-05 08:41:06,702 - mmaction - INFO - Epoch [137][540/999] lr: 2.706e-01, eta: 1 day, 9:27:54, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3658, top5_acc: 0.6060, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.3193 2020-10-05 08:41:26,659 - mmaction - INFO - Epoch [137][560/999] lr: 2.706e-01, eta: 1 day, 9:27:34, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6059, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.3084 2020-10-05 08:41:46,615 - mmaction - INFO - Epoch [137][580/999] lr: 2.706e-01, eta: 1 day, 9:27:13, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3514, top5_acc: 0.6055, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.3309 2020-10-05 08:42:06,521 - mmaction - INFO - Epoch [137][600/999] lr: 2.706e-01, eta: 1 day, 9:26:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3625, top5_acc: 0.6089, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.3272 2020-10-05 08:42:26,441 - mmaction - INFO - Epoch [137][620/999] lr: 2.706e-01, eta: 1 day, 9:26:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3522, top5_acc: 0.6030, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.3241 2020-10-05 08:42:46,433 - mmaction - INFO - Epoch [137][640/999] lr: 2.706e-01, eta: 1 day, 9:26:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3535, top5_acc: 0.5986, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.3267 2020-10-05 08:43:06,273 - mmaction - INFO - Epoch [137][660/999] lr: 2.706e-01, eta: 1 day, 9:25:51, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3589, top5_acc: 0.6035, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.3376 2020-10-05 08:43:26,138 - mmaction - INFO - Epoch [137][680/999] lr: 2.706e-01, eta: 1 day, 9:25:31, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3535, top5_acc: 0.6034, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.3612 2020-10-05 08:43:46,108 - mmaction - INFO - Epoch [137][700/999] lr: 2.706e-01, eta: 1 day, 9:25:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3643, top5_acc: 0.6096, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.3274 2020-10-05 08:44:05,962 - mmaction - INFO - Epoch [137][720/999] lr: 2.706e-01, eta: 1 day, 9:24:50, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3624, top5_acc: 0.6126, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.3536 2020-10-05 08:44:25,872 - mmaction - INFO - Epoch [137][740/999] lr: 2.706e-01, eta: 1 day, 9:24:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3529, top5_acc: 0.6039, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.3211 2020-10-05 08:44:45,777 - mmaction - INFO - Epoch [137][760/999] lr: 2.706e-01, eta: 1 day, 9:24:09, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3664, top5_acc: 0.6066, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.3263 2020-10-05 08:45:05,795 - mmaction - INFO - Epoch [137][780/999] lr: 2.706e-01, eta: 1 day, 9:23:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3574, top5_acc: 0.6046, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.3346 2020-10-05 08:45:25,740 - mmaction - INFO - Epoch [137][800/999] lr: 2.706e-01, eta: 1 day, 9:23:28, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3486, top5_acc: 0.5964, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.3457 2020-10-05 08:45:45,683 - mmaction - INFO - Epoch [137][820/999] lr: 2.706e-01, eta: 1 day, 9:23:08, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3548, top5_acc: 0.6060, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.3283 2020-10-05 08:46:05,530 - mmaction - INFO - Epoch [137][840/999] lr: 2.706e-01, eta: 1 day, 9:22:48, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3548, top5_acc: 0.5988, loss_cls: 3.0100, loss: 3.0100, grad_norm: 1.3380 2020-10-05 08:46:25,478 - mmaction - INFO - Epoch [137][860/999] lr: 2.706e-01, eta: 1 day, 9:22:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3616, top5_acc: 0.6125, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.3518 2020-10-05 08:46:45,389 - mmaction - INFO - Epoch [137][880/999] lr: 2.706e-01, eta: 1 day, 9:22:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3562, top5_acc: 0.6022, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.3302 2020-10-05 08:47:05,302 - mmaction - INFO - Epoch [137][900/999] lr: 2.706e-01, eta: 1 day, 9:21:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3490, top5_acc: 0.5995, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.3212 2020-10-05 08:47:25,224 - mmaction - INFO - Epoch [137][920/999] lr: 2.706e-01, eta: 1 day, 9:21:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3577, top5_acc: 0.6026, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.2927 2020-10-05 08:47:45,123 - mmaction - INFO - Epoch [137][940/999] lr: 2.706e-01, eta: 1 day, 9:21:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3546, top5_acc: 0.6001, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.3458 2020-10-05 08:48:04,997 - mmaction - INFO - Epoch [137][960/999] lr: 2.706e-01, eta: 1 day, 9:20:45, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3576, top5_acc: 0.6066, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.3190 2020-10-05 08:48:24,859 - mmaction - INFO - Epoch [137][980/999] lr: 2.706e-01, eta: 1 day, 9:20:24, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3549, top5_acc: 0.5964, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.3221 2020-10-05 08:49:33,623 - mmaction - INFO - Epoch [138][20/999] lr: 2.669e-01, eta: 1 day, 9:19:54, time: 2.490, data_time: 1.414, memory: 8478, top1_acc: 0.3642, top5_acc: 0.6132, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.3360 2020-10-05 08:49:53,315 - mmaction - INFO - Epoch [138][40/999] lr: 2.669e-01, eta: 1 day, 9:19:34, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3637, top5_acc: 0.6171, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.3265 2020-10-05 08:50:13,188 - mmaction - INFO - Epoch [138][60/999] lr: 2.669e-01, eta: 1 day, 9:19:13, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6056, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.3164 2020-10-05 08:50:33,144 - mmaction - INFO - Epoch [138][80/999] lr: 2.669e-01, eta: 1 day, 9:18:53, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3095 2020-10-05 08:50:53,069 - mmaction - INFO - Epoch [138][100/999] lr: 2.669e-01, eta: 1 day, 9:18:32, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3638, top5_acc: 0.6089, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.3269 2020-10-05 08:51:12,933 - mmaction - INFO - Epoch [138][120/999] lr: 2.669e-01, eta: 1 day, 9:18:12, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3669, top5_acc: 0.6152, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.3353 2020-10-05 08:51:32,864 - mmaction - INFO - Epoch [138][140/999] lr: 2.669e-01, eta: 1 day, 9:17:51, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3546, top5_acc: 0.6105, loss_cls: 2.9731, loss: 2.9731, grad_norm: 1.3141 2020-10-05 08:51:52,789 - mmaction - INFO - Epoch [138][160/999] lr: 2.669e-01, eta: 1 day, 9:17:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3667, top5_acc: 0.6141, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.3309 2020-10-05 08:52:12,795 - mmaction - INFO - Epoch [138][180/999] lr: 2.669e-01, eta: 1 day, 9:17:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3560, top5_acc: 0.6138, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.3242 2020-10-05 08:52:32,721 - mmaction - INFO - Epoch [138][200/999] lr: 2.669e-01, eta: 1 day, 9:16:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3542, top5_acc: 0.6005, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.3307 2020-10-05 08:52:52,695 - mmaction - INFO - Epoch [138][220/999] lr: 2.669e-01, eta: 1 day, 9:16:30, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3689, top5_acc: 0.6180, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.3193 2020-10-05 08:53:12,698 - mmaction - INFO - Epoch [138][240/999] lr: 2.669e-01, eta: 1 day, 9:16:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6060, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.3365 2020-10-05 08:53:32,516 - mmaction - INFO - Epoch [138][260/999] lr: 2.669e-01, eta: 1 day, 9:15:49, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3642, top5_acc: 0.6124, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.3180 2020-10-05 08:53:52,446 - mmaction - INFO - Epoch [138][280/999] lr: 2.669e-01, eta: 1 day, 9:15:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3539, top5_acc: 0.6118, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.3317 2020-10-05 08:54:12,411 - mmaction - INFO - Epoch [138][300/999] lr: 2.669e-01, eta: 1 day, 9:15:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3546, top5_acc: 0.6085, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.3421 2020-10-05 08:54:32,320 - mmaction - INFO - Epoch [138][320/999] lr: 2.669e-01, eta: 1 day, 9:14:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6089, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.3225 2020-10-05 08:54:52,154 - mmaction - INFO - Epoch [138][340/999] lr: 2.669e-01, eta: 1 day, 9:14:27, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3552, top5_acc: 0.6034, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.3469 2020-10-05 08:55:12,040 - mmaction - INFO - Epoch [138][360/999] lr: 2.669e-01, eta: 1 day, 9:14:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3620, top5_acc: 0.6083, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.3246 2020-10-05 08:55:31,906 - mmaction - INFO - Epoch [138][380/999] lr: 2.669e-01, eta: 1 day, 9:13:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3663, top5_acc: 0.6148, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.3479 2020-10-05 08:55:51,904 - mmaction - INFO - Epoch [138][400/999] lr: 2.669e-01, eta: 1 day, 9:13:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6076, loss_cls: 2.9736, loss: 2.9736, grad_norm: 1.3324 2020-10-05 08:56:11,852 - mmaction - INFO - Epoch [138][420/999] lr: 2.669e-01, eta: 1 day, 9:13:06, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6036, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.3287 2020-10-05 08:56:31,804 - mmaction - INFO - Epoch [138][440/999] lr: 2.669e-01, eta: 1 day, 9:12:45, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3641, top5_acc: 0.6165, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.3400 2020-10-05 08:56:51,753 - mmaction - INFO - Epoch [138][460/999] lr: 2.669e-01, eta: 1 day, 9:12:25, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3651, top5_acc: 0.6042, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.3416 2020-10-05 08:57:11,649 - mmaction - INFO - Epoch [138][480/999] lr: 2.669e-01, eta: 1 day, 9:12:04, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3591, top5_acc: 0.5986, loss_cls: 2.9987, loss: 2.9987, grad_norm: 1.3475 2020-10-05 08:57:31,661 - mmaction - INFO - Epoch [138][500/999] lr: 2.669e-01, eta: 1 day, 9:11:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3612, top5_acc: 0.5980, loss_cls: 3.0078, loss: 3.0078, grad_norm: 1.3331 2020-10-05 08:57:51,581 - mmaction - INFO - Epoch [138][520/999] lr: 2.669e-01, eta: 1 day, 9:11:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3621, top5_acc: 0.6125, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.3335 2020-10-05 08:58:11,473 - mmaction - INFO - Epoch [138][540/999] lr: 2.669e-01, eta: 1 day, 9:11:03, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.3533, top5_acc: 0.5975, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.3507 2020-10-05 08:58:31,311 - mmaction - INFO - Epoch [138][560/999] lr: 2.669e-01, eta: 1 day, 9:10:43, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6021, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.3286 2020-10-05 08:58:51,213 - mmaction - INFO - Epoch [138][580/999] lr: 2.669e-01, eta: 1 day, 9:10:22, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3566, top5_acc: 0.6098, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.3386 2020-10-05 08:59:11,133 - mmaction - INFO - Epoch [138][600/999] lr: 2.669e-01, eta: 1 day, 9:10:02, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3578, top5_acc: 0.6073, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.3099 2020-10-05 08:59:31,074 - mmaction - INFO - Epoch [138][620/999] lr: 2.669e-01, eta: 1 day, 9:09:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3611, top5_acc: 0.6188, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.3318 2020-10-05 08:59:51,022 - mmaction - INFO - Epoch [138][640/999] lr: 2.669e-01, eta: 1 day, 9:09:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3622, top5_acc: 0.6083, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.3002 2020-10-05 09:00:12,741 - mmaction - INFO - Epoch [138][660/999] lr: 2.669e-01, eta: 1 day, 9:09:02, time: 1.085, data_time: 0.002, memory: 8478, top1_acc: 0.3577, top5_acc: 0.6051, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.3308 2020-10-05 09:00:32,656 - mmaction - INFO - Epoch [138][680/999] lr: 2.669e-01, eta: 1 day, 9:08:42, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3565, top5_acc: 0.6016, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.3224 2020-10-05 09:00:52,495 - mmaction - INFO - Epoch [138][700/999] lr: 2.669e-01, eta: 1 day, 9:08:21, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3578, top5_acc: 0.6116, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.3160 2020-10-05 09:01:12,460 - mmaction - INFO - Epoch [138][720/999] lr: 2.669e-01, eta: 1 day, 9:08:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6113, loss_cls: 2.9740, loss: 2.9740, grad_norm: 1.3268 2020-10-05 09:01:32,375 - mmaction - INFO - Epoch [138][740/999] lr: 2.669e-01, eta: 1 day, 9:07:40, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6030, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.3207 2020-10-05 09:01:52,337 - mmaction - INFO - Epoch [138][760/999] lr: 2.669e-01, eta: 1 day, 9:07:20, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3651, top5_acc: 0.6118, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.3134 2020-10-05 09:02:12,293 - mmaction - INFO - Epoch [138][780/999] lr: 2.669e-01, eta: 1 day, 9:07:00, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3646, top5_acc: 0.6087, loss_cls: 2.9601, loss: 2.9601, grad_norm: 1.3246 2020-10-05 09:02:32,182 - mmaction - INFO - Epoch [138][800/999] lr: 2.669e-01, eta: 1 day, 9:06:39, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6129, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.3302 2020-10-05 09:02:52,143 - mmaction - INFO - Epoch [138][820/999] lr: 2.669e-01, eta: 1 day, 9:06:19, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6091, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.3275 2020-10-05 09:03:12,087 - mmaction - INFO - Epoch [138][840/999] lr: 2.669e-01, eta: 1 day, 9:05:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6122, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.3292 2020-10-05 09:03:31,852 - mmaction - INFO - Epoch [138][860/999] lr: 2.669e-01, eta: 1 day, 9:05:38, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3698, top5_acc: 0.6120, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.3479 2020-10-05 09:03:51,676 - mmaction - INFO - Epoch [138][880/999] lr: 2.669e-01, eta: 1 day, 9:05:17, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3637, top5_acc: 0.6151, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.3283 2020-10-05 09:04:11,623 - mmaction - INFO - Epoch [138][900/999] lr: 2.669e-01, eta: 1 day, 9:04:57, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3590, top5_acc: 0.6040, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.3320 2020-10-05 09:04:31,531 - mmaction - INFO - Epoch [138][920/999] lr: 2.669e-01, eta: 1 day, 9:04:36, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3529, top5_acc: 0.6061, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.3442 2020-10-05 09:04:51,385 - mmaction - INFO - Epoch [138][940/999] lr: 2.669e-01, eta: 1 day, 9:04:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3543, top5_acc: 0.5958, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.3308 2020-10-05 09:05:11,446 - mmaction - INFO - Epoch [138][960/999] lr: 2.669e-01, eta: 1 day, 9:03:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3658, top5_acc: 0.6146, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.3284 2020-10-05 09:05:31,341 - mmaction - INFO - Epoch [138][980/999] lr: 2.669e-01, eta: 1 day, 9:03:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3559, top5_acc: 0.6070, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.3454 2020-10-05 09:06:45,960 - mmaction - INFO - Epoch [139][20/999] lr: 2.633e-01, eta: 1 day, 9:03:08, time: 2.706, data_time: 1.602, memory: 8478, top1_acc: 0.3691, top5_acc: 0.6078, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3237 2020-10-05 09:07:05,622 - mmaction - INFO - Epoch [139][40/999] lr: 2.633e-01, eta: 1 day, 9:02:48, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6139, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.3169 2020-10-05 09:07:25,473 - mmaction - INFO - Epoch [139][60/999] lr: 2.633e-01, eta: 1 day, 9:02:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3572, top5_acc: 0.6090, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.3293 2020-10-05 09:07:45,361 - mmaction - INFO - Epoch [139][80/999] lr: 2.633e-01, eta: 1 day, 9:02:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3518, top5_acc: 0.6063, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.3270 2020-10-05 09:08:05,354 - mmaction - INFO - Epoch [139][100/999] lr: 2.633e-01, eta: 1 day, 9:01:47, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3682, top5_acc: 0.6148, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.3140 2020-10-05 09:08:25,285 - mmaction - INFO - Epoch [139][120/999] lr: 2.633e-01, eta: 1 day, 9:01:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3706, top5_acc: 0.6220, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.3400 2020-10-05 09:08:45,227 - mmaction - INFO - Epoch [139][140/999] lr: 2.633e-01, eta: 1 day, 9:01:06, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6207, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.3500 2020-10-05 09:09:05,117 - mmaction - INFO - Epoch [139][160/999] lr: 2.633e-01, eta: 1 day, 9:00:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3651, top5_acc: 0.6156, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.3241 2020-10-05 09:09:25,036 - mmaction - INFO - Epoch [139][180/999] lr: 2.633e-01, eta: 1 day, 9:00:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3632, top5_acc: 0.6083, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.3419 2020-10-05 09:09:44,972 - mmaction - INFO - Epoch [139][200/999] lr: 2.633e-01, eta: 1 day, 9:00:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3587, top5_acc: 0.6100, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.3457 2020-10-05 09:10:04,844 - mmaction - INFO - Epoch [139][220/999] lr: 2.633e-01, eta: 1 day, 8:59:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3600, top5_acc: 0.6105, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.3493 2020-10-05 09:10:24,791 - mmaction - INFO - Epoch [139][240/999] lr: 2.633e-01, eta: 1 day, 8:59:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3624, top5_acc: 0.6120, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.3378 2020-10-05 09:10:44,762 - mmaction - INFO - Epoch [139][260/999] lr: 2.633e-01, eta: 1 day, 8:59:03, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3574, top5_acc: 0.6007, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.3342 2020-10-05 09:11:04,649 - mmaction - INFO - Epoch [139][280/999] lr: 2.633e-01, eta: 1 day, 8:58:43, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3611, top5_acc: 0.6090, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.3335 2020-10-05 09:11:24,639 - mmaction - INFO - Epoch [139][300/999] lr: 2.633e-01, eta: 1 day, 8:58:22, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6072, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.3327 2020-10-05 09:11:44,584 - mmaction - INFO - Epoch [139][320/999] lr: 2.633e-01, eta: 1 day, 8:58:02, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3579, top5_acc: 0.6055, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.3182 2020-10-05 09:12:04,512 - mmaction - INFO - Epoch [139][340/999] lr: 2.633e-01, eta: 1 day, 8:57:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3609, top5_acc: 0.6068, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.3368 2020-10-05 09:12:24,450 - mmaction - INFO - Epoch [139][360/999] lr: 2.633e-01, eta: 1 day, 8:57:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6105, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.3459 2020-10-05 09:12:44,371 - mmaction - INFO - Epoch [139][380/999] lr: 2.633e-01, eta: 1 day, 8:57:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6076, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.3531 2020-10-05 09:13:04,310 - mmaction - INFO - Epoch [139][400/999] lr: 2.633e-01, eta: 1 day, 8:56:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3630, top5_acc: 0.6010, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.3438 2020-10-05 09:13:24,191 - mmaction - INFO - Epoch [139][420/999] lr: 2.633e-01, eta: 1 day, 8:56:20, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3658, top5_acc: 0.6180, loss_cls: 2.9487, loss: 2.9487, grad_norm: 1.3175 2020-10-05 09:13:44,130 - mmaction - INFO - Epoch [139][440/999] lr: 2.633e-01, eta: 1 day, 8:56:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3556, top5_acc: 0.6066, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.3467 2020-10-05 09:14:03,989 - mmaction - INFO - Epoch [139][460/999] lr: 2.633e-01, eta: 1 day, 8:55:39, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6007, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.3216 2020-10-05 09:14:23,904 - mmaction - INFO - Epoch [139][480/999] lr: 2.633e-01, eta: 1 day, 8:55:19, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3551, top5_acc: 0.6051, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.3463 2020-10-05 09:14:43,833 - mmaction - INFO - Epoch [139][500/999] lr: 2.633e-01, eta: 1 day, 8:54:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.3179 2020-10-05 09:15:03,711 - mmaction - INFO - Epoch [139][520/999] lr: 2.633e-01, eta: 1 day, 8:54:38, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3478, top5_acc: 0.5999, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.3490 2020-10-05 09:15:23,630 - mmaction - INFO - Epoch [139][540/999] lr: 2.633e-01, eta: 1 day, 8:54:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3499, top5_acc: 0.6086, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.3424 2020-10-05 09:15:43,539 - mmaction - INFO - Epoch [139][560/999] lr: 2.633e-01, eta: 1 day, 8:53:57, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3659, top5_acc: 0.6151, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.3356 2020-10-05 09:16:03,374 - mmaction - INFO - Epoch [139][580/999] lr: 2.633e-01, eta: 1 day, 8:53:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3561, top5_acc: 0.6060, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.3475 2020-10-05 09:16:23,306 - mmaction - INFO - Epoch [139][600/999] lr: 2.633e-01, eta: 1 day, 8:53:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3553, top5_acc: 0.6017, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.3199 2020-10-05 09:16:43,162 - mmaction - INFO - Epoch [139][620/999] lr: 2.633e-01, eta: 1 day, 8:52:55, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3538, top5_acc: 0.6057, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.3478 2020-10-05 09:17:03,132 - mmaction - INFO - Epoch [139][640/999] lr: 2.633e-01, eta: 1 day, 8:52:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3655, top5_acc: 0.6031, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.3205 2020-10-05 09:17:23,080 - mmaction - INFO - Epoch [139][660/999] lr: 2.633e-01, eta: 1 day, 8:52:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6062, loss_cls: 2.9509, loss: 2.9509, grad_norm: 1.3322 2020-10-05 09:17:43,038 - mmaction - INFO - Epoch [139][680/999] lr: 2.633e-01, eta: 1 day, 8:51:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6057, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.3385 2020-10-05 09:18:02,956 - mmaction - INFO - Epoch [139][700/999] lr: 2.633e-01, eta: 1 day, 8:51:34, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3706, top5_acc: 0.6220, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.3095 2020-10-05 09:18:23,029 - mmaction - INFO - Epoch [139][720/999] lr: 2.633e-01, eta: 1 day, 8:51:14, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.3589, top5_acc: 0.5984, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.3415 2020-10-05 09:18:43,061 - mmaction - INFO - Epoch [139][740/999] lr: 2.633e-01, eta: 1 day, 8:50:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3559, top5_acc: 0.6036, loss_cls: 2.9969, loss: 2.9969, grad_norm: 1.3355 2020-10-05 09:19:02,916 - mmaction - INFO - Epoch [139][760/999] lr: 2.633e-01, eta: 1 day, 8:50:33, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6134, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.3610 2020-10-05 09:19:22,974 - mmaction - INFO - Epoch [139][780/999] lr: 2.633e-01, eta: 1 day, 8:50:13, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3522, top5_acc: 0.6051, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.3381 2020-10-05 09:19:42,855 - mmaction - INFO - Epoch [139][800/999] lr: 2.633e-01, eta: 1 day, 8:49:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3629, top5_acc: 0.6070, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.3451 2020-10-05 09:20:02,907 - mmaction - INFO - Epoch [139][820/999] lr: 2.633e-01, eta: 1 day, 8:49:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3661, top5_acc: 0.6115, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3630 2020-10-05 09:20:22,752 - mmaction - INFO - Epoch [139][840/999] lr: 2.633e-01, eta: 1 day, 8:49:11, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3647, top5_acc: 0.6104, loss_cls: 2.9297, loss: 2.9297, grad_norm: 1.3396 2020-10-05 09:20:42,678 - mmaction - INFO - Epoch [139][860/999] lr: 2.633e-01, eta: 1 day, 8:48:51, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3501, top5_acc: 0.6027, loss_cls: 2.9993, loss: 2.9993, grad_norm: 1.3225 2020-10-05 09:21:02,584 - mmaction - INFO - Epoch [139][880/999] lr: 2.633e-01, eta: 1 day, 8:48:30, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3445, top5_acc: 0.5997, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.3670 2020-10-05 09:21:22,677 - mmaction - INFO - Epoch [139][900/999] lr: 2.633e-01, eta: 1 day, 8:48:10, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.3559, top5_acc: 0.6052, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.3290 2020-10-05 09:21:42,589 - mmaction - INFO - Epoch [139][920/999] lr: 2.633e-01, eta: 1 day, 8:47:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3564, top5_acc: 0.6076, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.3465 2020-10-05 09:22:02,469 - mmaction - INFO - Epoch [139][940/999] lr: 2.633e-01, eta: 1 day, 8:47:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3599, top5_acc: 0.6083, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.3194 2020-10-05 09:22:22,399 - mmaction - INFO - Epoch [139][960/999] lr: 2.633e-01, eta: 1 day, 8:47:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6105, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.3362 2020-10-05 09:22:42,332 - mmaction - INFO - Epoch [139][980/999] lr: 2.633e-01, eta: 1 day, 8:46:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3547, top5_acc: 0.6155, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3426 2020-10-05 09:23:51,500 - mmaction - INFO - Epoch [140][20/999] lr: 2.596e-01, eta: 1 day, 8:46:18, time: 2.515, data_time: 1.519, memory: 8478, top1_acc: 0.3621, top5_acc: 0.6121, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.3415 2020-10-05 09:24:11,108 - mmaction - INFO - Epoch [140][40/999] lr: 2.596e-01, eta: 1 day, 8:45:58, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.3745, top5_acc: 0.6203, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.3421 2020-10-05 09:24:30,964 - mmaction - INFO - Epoch [140][60/999] lr: 2.596e-01, eta: 1 day, 8:45:37, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6242, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.3353 2020-10-05 09:24:50,848 - mmaction - INFO - Epoch [140][80/999] lr: 2.596e-01, eta: 1 day, 8:45:17, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3717, top5_acc: 0.6185, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.3498 2020-10-05 09:25:10,774 - mmaction - INFO - Epoch [140][100/999] lr: 2.596e-01, eta: 1 day, 8:44:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3586, top5_acc: 0.6046, loss_cls: 3.0040, loss: 3.0040, grad_norm: 1.3428 2020-10-05 09:25:30,643 - mmaction - INFO - Epoch [140][120/999] lr: 2.596e-01, eta: 1 day, 8:44:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6172, loss_cls: 2.9616, loss: 2.9616, grad_norm: 1.3363 2020-10-05 09:25:50,563 - mmaction - INFO - Epoch [140][140/999] lr: 2.596e-01, eta: 1 day, 8:44:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6116, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.3640 2020-10-05 09:26:10,505 - mmaction - INFO - Epoch [140][160/999] lr: 2.596e-01, eta: 1 day, 8:43:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3656, top5_acc: 0.6130, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.3074 2020-10-05 09:26:30,459 - mmaction - INFO - Epoch [140][180/999] lr: 2.596e-01, eta: 1 day, 8:43:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3733, top5_acc: 0.6135, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.3454 2020-10-05 09:26:50,564 - mmaction - INFO - Epoch [140][200/999] lr: 2.596e-01, eta: 1 day, 8:43:14, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.3678, top5_acc: 0.6171, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.3230 2020-10-05 09:27:10,492 - mmaction - INFO - Epoch [140][220/999] lr: 2.596e-01, eta: 1 day, 8:42:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3508, top5_acc: 0.5934, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.3707 2020-10-05 09:27:30,484 - mmaction - INFO - Epoch [140][240/999] lr: 2.596e-01, eta: 1 day, 8:42:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3538, top5_acc: 0.6099, loss_cls: 2.9791, loss: 2.9791, grad_norm: 1.3403 2020-10-05 09:27:50,404 - mmaction - INFO - Epoch [140][260/999] lr: 2.596e-01, eta: 1 day, 8:42:13, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6116, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.3420 2020-10-05 09:28:10,516 - mmaction - INFO - Epoch [140][280/999] lr: 2.596e-01, eta: 1 day, 8:41:53, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.3467 2020-10-05 09:28:30,485 - mmaction - INFO - Epoch [140][300/999] lr: 2.596e-01, eta: 1 day, 8:41:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6286, loss_cls: 2.8796, loss: 2.8796, grad_norm: 1.3373 2020-10-05 09:28:50,488 - mmaction - INFO - Epoch [140][320/999] lr: 2.596e-01, eta: 1 day, 8:41:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6094, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.3650 2020-10-05 09:29:10,373 - mmaction - INFO - Epoch [140][340/999] lr: 2.596e-01, eta: 1 day, 8:40:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3626, top5_acc: 0.6103, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.3358 2020-10-05 09:29:30,271 - mmaction - INFO - Epoch [140][360/999] lr: 2.596e-01, eta: 1 day, 8:40:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3605, top5_acc: 0.6069, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.3227 2020-10-05 09:29:50,218 - mmaction - INFO - Epoch [140][380/999] lr: 2.596e-01, eta: 1 day, 8:40:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3681, top5_acc: 0.6181, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.3349 2020-10-05 09:30:11,049 - mmaction - INFO - Epoch [140][400/999] lr: 2.596e-01, eta: 1 day, 8:39:51, time: 1.041, data_time: 0.002, memory: 8478, top1_acc: 0.3648, top5_acc: 0.6135, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.3418 2020-10-05 09:30:30,970 - mmaction - INFO - Epoch [140][420/999] lr: 2.596e-01, eta: 1 day, 8:39:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3591, top5_acc: 0.6195, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.3421 2020-10-05 09:30:50,971 - mmaction - INFO - Epoch [140][440/999] lr: 2.596e-01, eta: 1 day, 8:39:11, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3618, top5_acc: 0.6083, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.3482 2020-10-05 09:31:10,869 - mmaction - INFO - Epoch [140][460/999] lr: 2.596e-01, eta: 1 day, 8:38:50, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3585, top5_acc: 0.6077, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.3451 2020-10-05 09:31:30,803 - mmaction - INFO - Epoch [140][480/999] lr: 2.596e-01, eta: 1 day, 8:38:30, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.3298 2020-10-05 09:31:50,623 - mmaction - INFO - Epoch [140][500/999] lr: 2.596e-01, eta: 1 day, 8:38:09, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3654, top5_acc: 0.6129, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.3675 2020-10-05 09:32:10,509 - mmaction - INFO - Epoch [140][520/999] lr: 2.596e-01, eta: 1 day, 8:37:49, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3587, top5_acc: 0.6082, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.3471 2020-10-05 09:32:30,396 - mmaction - INFO - Epoch [140][540/999] lr: 2.596e-01, eta: 1 day, 8:37:28, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3579, top5_acc: 0.6049, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.3254 2020-10-05 09:32:50,304 - mmaction - INFO - Epoch [140][560/999] lr: 2.596e-01, eta: 1 day, 8:37:08, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3565, top5_acc: 0.6012, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.3615 2020-10-05 09:33:10,269 - mmaction - INFO - Epoch [140][580/999] lr: 2.596e-01, eta: 1 day, 8:36:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3533, top5_acc: 0.6064, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.3538 2020-10-05 09:33:30,256 - mmaction - INFO - Epoch [140][600/999] lr: 2.596e-01, eta: 1 day, 8:36:27, time: 0.999, data_time: 0.010, memory: 8478, top1_acc: 0.3651, top5_acc: 0.6152, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.3478 2020-10-05 09:33:50,150 - mmaction - INFO - Epoch [140][620/999] lr: 2.596e-01, eta: 1 day, 8:36:07, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3604, top5_acc: 0.6143, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3440 2020-10-05 09:34:10,054 - mmaction - INFO - Epoch [140][640/999] lr: 2.596e-01, eta: 1 day, 8:35:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3634, top5_acc: 0.6122, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.3683 2020-10-05 09:34:30,062 - mmaction - INFO - Epoch [140][660/999] lr: 2.596e-01, eta: 1 day, 8:35:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6167, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.3438 2020-10-05 09:34:49,958 - mmaction - INFO - Epoch [140][680/999] lr: 2.596e-01, eta: 1 day, 8:35:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3586, top5_acc: 0.6013, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.3520 2020-10-05 09:35:09,871 - mmaction - INFO - Epoch [140][700/999] lr: 2.596e-01, eta: 1 day, 8:34:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3565, top5_acc: 0.6013, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.3464 2020-10-05 09:35:29,704 - mmaction - INFO - Epoch [140][720/999] lr: 2.596e-01, eta: 1 day, 8:34:25, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3635, top5_acc: 0.6147, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.3334 2020-10-05 09:35:49,609 - mmaction - INFO - Epoch [140][740/999] lr: 2.596e-01, eta: 1 day, 8:34:04, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3589, top5_acc: 0.6078, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.3870 2020-10-05 09:36:09,530 - mmaction - INFO - Epoch [140][760/999] lr: 2.596e-01, eta: 1 day, 8:33:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3553, top5_acc: 0.6026, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.3585 2020-10-05 09:36:29,472 - mmaction - INFO - Epoch [140][780/999] lr: 2.596e-01, eta: 1 day, 8:33:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3611, top5_acc: 0.6096, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.3451 2020-10-05 09:36:49,331 - mmaction - INFO - Epoch [140][800/999] lr: 2.596e-01, eta: 1 day, 8:33:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6111, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.3454 2020-10-05 09:37:09,277 - mmaction - INFO - Epoch [140][820/999] lr: 2.596e-01, eta: 1 day, 8:32:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3611, top5_acc: 0.6036, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.3668 2020-10-05 09:37:29,256 - mmaction - INFO - Epoch [140][840/999] lr: 2.596e-01, eta: 1 day, 8:32:22, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3563, top5_acc: 0.6043, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.3601 2020-10-05 09:37:49,266 - mmaction - INFO - Epoch [140][860/999] lr: 2.596e-01, eta: 1 day, 8:32:02, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3645, top5_acc: 0.6095, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.3357 2020-10-05 09:38:09,135 - mmaction - INFO - Epoch [140][880/999] lr: 2.596e-01, eta: 1 day, 8:31:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3620, top5_acc: 0.6044, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.3514 2020-10-05 09:38:29,055 - mmaction - INFO - Epoch [140][900/999] lr: 2.596e-01, eta: 1 day, 8:31:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6094, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.3717 2020-10-05 09:38:48,906 - mmaction - INFO - Epoch [140][920/999] lr: 2.596e-01, eta: 1 day, 8:31:00, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3611, top5_acc: 0.6074, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.3472 2020-10-05 09:39:08,762 - mmaction - INFO - Epoch [140][940/999] lr: 2.596e-01, eta: 1 day, 8:30:40, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6146, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.3580 2020-10-05 09:39:28,774 - mmaction - INFO - Epoch [140][960/999] lr: 2.596e-01, eta: 1 day, 8:30:20, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6109, loss_cls: 2.9608, loss: 2.9608, grad_norm: 1.3383 2020-10-05 09:39:48,730 - mmaction - INFO - Epoch [140][980/999] lr: 2.596e-01, eta: 1 day, 8:29:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3596, top5_acc: 0.6124, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.3499 2020-10-05 09:40:57,609 - mmaction - INFO - Epoch [141][20/999] lr: 2.560e-01, eta: 1 day, 8:29:28, time: 2.479, data_time: 1.435, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6193, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.3284 2020-10-05 09:41:17,258 - mmaction - INFO - Epoch [141][40/999] lr: 2.560e-01, eta: 1 day, 8:29:08, time: 0.982, data_time: 0.004, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6180, loss_cls: 2.9131, loss: 2.9131, grad_norm: 1.3415 2020-10-05 09:41:37,085 - mmaction - INFO - Epoch [141][60/999] lr: 2.560e-01, eta: 1 day, 8:28:47, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3682, top5_acc: 0.6202, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.3672 2020-10-05 09:41:57,027 - mmaction - INFO - Epoch [141][80/999] lr: 2.560e-01, eta: 1 day, 8:28:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3704, top5_acc: 0.6253, loss_cls: 2.8974, loss: 2.8974, grad_norm: 1.3572 2020-10-05 09:42:16,923 - mmaction - INFO - Epoch [141][100/999] lr: 2.560e-01, eta: 1 day, 8:28:06, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.3961 2020-10-05 09:42:36,902 - mmaction - INFO - Epoch [141][120/999] lr: 2.560e-01, eta: 1 day, 8:27:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3684, top5_acc: 0.6250, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.3410 2020-10-05 09:42:56,711 - mmaction - INFO - Epoch [141][140/999] lr: 2.560e-01, eta: 1 day, 8:27:26, time: 0.992, data_time: 0.004, memory: 8478, top1_acc: 0.3624, top5_acc: 0.6072, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.3482 2020-10-05 09:43:16,653 - mmaction - INFO - Epoch [141][160/999] lr: 2.560e-01, eta: 1 day, 8:27:05, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3576, top5_acc: 0.6096, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.3282 2020-10-05 09:43:36,471 - mmaction - INFO - Epoch [141][180/999] lr: 2.560e-01, eta: 1 day, 8:26:45, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.3487 2020-10-05 09:43:56,299 - mmaction - INFO - Epoch [141][200/999] lr: 2.560e-01, eta: 1 day, 8:26:24, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3609, top5_acc: 0.6065, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.3411 2020-10-05 09:44:16,270 - mmaction - INFO - Epoch [141][220/999] lr: 2.560e-01, eta: 1 day, 8:26:04, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3604, top5_acc: 0.6010, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.3578 2020-10-05 09:44:36,130 - mmaction - INFO - Epoch [141][240/999] lr: 2.560e-01, eta: 1 day, 8:25:43, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3668, top5_acc: 0.6152, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.3481 2020-10-05 09:44:56,047 - mmaction - INFO - Epoch [141][260/999] lr: 2.560e-01, eta: 1 day, 8:25:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3574, top5_acc: 0.6108, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.3387 2020-10-05 09:45:15,938 - mmaction - INFO - Epoch [141][280/999] lr: 2.560e-01, eta: 1 day, 8:25:02, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3608, top5_acc: 0.6142, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.3491 2020-10-05 09:45:35,815 - mmaction - INFO - Epoch [141][300/999] lr: 2.560e-01, eta: 1 day, 8:24:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3648, top5_acc: 0.6161, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.3605 2020-10-05 09:45:55,700 - mmaction - INFO - Epoch [141][320/999] lr: 2.560e-01, eta: 1 day, 8:24:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3685, top5_acc: 0.6189, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.3444 2020-10-05 09:46:15,637 - mmaction - INFO - Epoch [141][340/999] lr: 2.560e-01, eta: 1 day, 8:24:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3706, top5_acc: 0.6160, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.3402 2020-10-05 09:46:35,506 - mmaction - INFO - Epoch [141][360/999] lr: 2.560e-01, eta: 1 day, 8:23:41, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3733, top5_acc: 0.6152, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.3495 2020-10-05 09:46:55,277 - mmaction - INFO - Epoch [141][380/999] lr: 2.560e-01, eta: 1 day, 8:23:20, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3629, top5_acc: 0.6104, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.3678 2020-10-05 09:47:15,256 - mmaction - INFO - Epoch [141][400/999] lr: 2.560e-01, eta: 1 day, 8:23:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3624, top5_acc: 0.6147, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.3245 2020-10-05 09:47:35,106 - mmaction - INFO - Epoch [141][420/999] lr: 2.560e-01, eta: 1 day, 8:22:39, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3518, top5_acc: 0.6065, loss_cls: 2.9908, loss: 2.9908, grad_norm: 1.3650 2020-10-05 09:47:55,067 - mmaction - INFO - Epoch [141][440/999] lr: 2.560e-01, eta: 1 day, 8:22:19, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6105, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.3426 2020-10-05 09:48:15,079 - mmaction - INFO - Epoch [141][460/999] lr: 2.560e-01, eta: 1 day, 8:21:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3677, top5_acc: 0.6096, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.3569 2020-10-05 09:48:34,959 - mmaction - INFO - Epoch [141][480/999] lr: 2.560e-01, eta: 1 day, 8:21:38, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3608, top5_acc: 0.6065, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.3346 2020-10-05 09:48:54,959 - mmaction - INFO - Epoch [141][500/999] lr: 2.560e-01, eta: 1 day, 8:21:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3711, top5_acc: 0.6180, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.3546 2020-10-05 09:49:14,884 - mmaction - INFO - Epoch [141][520/999] lr: 2.560e-01, eta: 1 day, 8:20:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3568, top5_acc: 0.6078, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.3756 2020-10-05 09:49:34,897 - mmaction - INFO - Epoch [141][540/999] lr: 2.560e-01, eta: 1 day, 8:20:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3686, top5_acc: 0.6257, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.3829 2020-10-05 09:49:54,882 - mmaction - INFO - Epoch [141][560/999] lr: 2.560e-01, eta: 1 day, 8:20:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3680, top5_acc: 0.6147, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.3547 2020-10-05 09:50:14,710 - mmaction - INFO - Epoch [141][580/999] lr: 2.560e-01, eta: 1 day, 8:19:56, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3736, top5_acc: 0.6132, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.3539 2020-10-05 09:50:34,665 - mmaction - INFO - Epoch [141][600/999] lr: 2.560e-01, eta: 1 day, 8:19:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3563, top5_acc: 0.6005, loss_cls: 3.0276, loss: 3.0276, grad_norm: 1.3587 2020-10-05 09:50:54,557 - mmaction - INFO - Epoch [141][620/999] lr: 2.560e-01, eta: 1 day, 8:19:15, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3464, top5_acc: 0.5999, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.3492 2020-10-05 09:51:14,321 - mmaction - INFO - Epoch [141][640/999] lr: 2.560e-01, eta: 1 day, 8:18:55, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3654, top5_acc: 0.6031, loss_cls: 2.9729, loss: 2.9729, grad_norm: 1.3191 2020-10-05 09:51:34,226 - mmaction - INFO - Epoch [141][660/999] lr: 2.560e-01, eta: 1 day, 8:18:34, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3685, top5_acc: 0.6147, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.3511 2020-10-05 09:51:54,111 - mmaction - INFO - Epoch [141][680/999] lr: 2.560e-01, eta: 1 day, 8:18:14, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3577, top5_acc: 0.6108, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.3621 2020-10-05 09:52:14,012 - mmaction - INFO - Epoch [141][700/999] lr: 2.560e-01, eta: 1 day, 8:17:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3667, top5_acc: 0.6090, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.3611 2020-10-05 09:52:33,974 - mmaction - INFO - Epoch [141][720/999] lr: 2.560e-01, eta: 1 day, 8:17:33, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3585, top5_acc: 0.6013, loss_cls: 2.9840, loss: 2.9840, grad_norm: 1.3739 2020-10-05 09:52:53,858 - mmaction - INFO - Epoch [141][740/999] lr: 2.560e-01, eta: 1 day, 8:17:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3569, top5_acc: 0.6014, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.3461 2020-10-05 09:53:13,781 - mmaction - INFO - Epoch [141][760/999] lr: 2.560e-01, eta: 1 day, 8:16:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3647, top5_acc: 0.6109, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.3586 2020-10-05 09:53:33,713 - mmaction - INFO - Epoch [141][780/999] lr: 2.560e-01, eta: 1 day, 8:16:32, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3734, top5_acc: 0.6236, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.3491 2020-10-05 09:53:53,639 - mmaction - INFO - Epoch [141][800/999] lr: 2.560e-01, eta: 1 day, 8:16:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3608, top5_acc: 0.6137, loss_cls: 2.9780, loss: 2.9780, grad_norm: 1.3409 2020-10-05 09:54:13,683 - mmaction - INFO - Epoch [141][820/999] lr: 2.560e-01, eta: 1 day, 8:15:51, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6165, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.3689 2020-10-05 09:54:33,568 - mmaction - INFO - Epoch [141][840/999] lr: 2.560e-01, eta: 1 day, 8:15:31, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6079, loss_cls: 2.9855, loss: 2.9855, grad_norm: 1.3617 2020-10-05 09:54:53,502 - mmaction - INFO - Epoch [141][860/999] lr: 2.560e-01, eta: 1 day, 8:15:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3676, top5_acc: 0.6096, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.3578 2020-10-05 09:55:13,468 - mmaction - INFO - Epoch [141][880/999] lr: 2.560e-01, eta: 1 day, 8:14:50, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3564, top5_acc: 0.6064, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.3539 2020-10-05 09:55:33,398 - mmaction - INFO - Epoch [141][900/999] lr: 2.560e-01, eta: 1 day, 8:14:30, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3525, top5_acc: 0.6085, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.3740 2020-10-05 09:55:53,264 - mmaction - INFO - Epoch [141][920/999] lr: 2.560e-01, eta: 1 day, 8:14:09, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3691, top5_acc: 0.6098, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.3306 2020-10-05 09:56:13,153 - mmaction - INFO - Epoch [141][940/999] lr: 2.560e-01, eta: 1 day, 8:13:49, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3645, top5_acc: 0.6139, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.3624 2020-10-05 09:56:33,124 - mmaction - INFO - Epoch [141][960/999] lr: 2.560e-01, eta: 1 day, 8:13:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3641, top5_acc: 0.6160, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.3370 2020-10-05 09:56:52,980 - mmaction - INFO - Epoch [141][980/999] lr: 2.560e-01, eta: 1 day, 8:13:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6159, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.3335 2020-10-05 09:58:03,387 - mmaction - INFO - Epoch [142][20/999] lr: 2.523e-01, eta: 1 day, 8:12:38, time: 2.559, data_time: 1.516, memory: 8478, top1_acc: 0.3659, top5_acc: 0.6173, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.3537 2020-10-05 09:58:23,772 - mmaction - INFO - Epoch [142][40/999] lr: 2.523e-01, eta: 1 day, 8:12:18, time: 1.019, data_time: 0.001, memory: 8478, top1_acc: 0.3767, top5_acc: 0.6230, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.3344 2020-10-05 09:58:44,264 - mmaction - INFO - Epoch [142][60/999] lr: 2.523e-01, eta: 1 day, 8:11:58, time: 1.023, data_time: 0.001, memory: 8478, top1_acc: 0.3694, top5_acc: 0.6207, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.3529 2020-10-05 09:59:04,822 - mmaction - INFO - Epoch [142][80/999] lr: 2.523e-01, eta: 1 day, 8:11:38, time: 1.028, data_time: 0.003, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6076, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.3354 2020-10-05 09:59:25,245 - mmaction - INFO - Epoch [142][100/999] lr: 2.523e-01, eta: 1 day, 8:11:18, time: 1.020, data_time: 0.002, memory: 8478, top1_acc: 0.3620, top5_acc: 0.6069, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.3443 2020-10-05 09:59:45,639 - mmaction - INFO - Epoch [142][120/999] lr: 2.523e-01, eta: 1 day, 8:10:58, time: 1.022, data_time: 0.003, memory: 8478, top1_acc: 0.3762, top5_acc: 0.6163, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.3502 2020-10-05 10:00:07,414 - mmaction - INFO - Epoch [142][140/999] lr: 2.523e-01, eta: 1 day, 8:10:39, time: 1.088, data_time: 0.001, memory: 8478, top1_acc: 0.3717, top5_acc: 0.6177, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.3571 2020-10-05 10:00:28,884 - mmaction - INFO - Epoch [142][160/999] lr: 2.523e-01, eta: 1 day, 8:10:20, time: 1.073, data_time: 0.003, memory: 8478, top1_acc: 0.3617, top5_acc: 0.6099, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.3818 2020-10-05 10:00:49,353 - mmaction - INFO - Epoch [142][180/999] lr: 2.523e-01, eta: 1 day, 8:10:00, time: 1.025, data_time: 0.003, memory: 8478, top1_acc: 0.3701, top5_acc: 0.6154, loss_cls: 2.9238, loss: 2.9238, grad_norm: 1.3644 2020-10-05 10:01:09,876 - mmaction - INFO - Epoch [142][200/999] lr: 2.523e-01, eta: 1 day, 8:09:40, time: 1.025, data_time: 0.002, memory: 8478, top1_acc: 0.3762, top5_acc: 0.6251, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.3675 2020-10-05 10:01:30,280 - mmaction - INFO - Epoch [142][220/999] lr: 2.523e-01, eta: 1 day, 8:09:20, time: 1.020, data_time: 0.002, memory: 8478, top1_acc: 0.3608, top5_acc: 0.6141, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.3624 2020-10-05 10:01:50,794 - mmaction - INFO - Epoch [142][240/999] lr: 2.523e-01, eta: 1 day, 8:09:00, time: 1.026, data_time: 0.003, memory: 8478, top1_acc: 0.3616, top5_acc: 0.6118, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.3515 2020-10-05 10:02:11,281 - mmaction - INFO - Epoch [142][260/999] lr: 2.523e-01, eta: 1 day, 8:08:41, time: 1.026, data_time: 0.003, memory: 8478, top1_acc: 0.3697, top5_acc: 0.6146, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.3642 2020-10-05 10:02:31,832 - mmaction - INFO - Epoch [142][280/999] lr: 2.523e-01, eta: 1 day, 8:08:21, time: 1.027, data_time: 0.001, memory: 8478, top1_acc: 0.3660, top5_acc: 0.6057, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.3486 2020-10-05 10:02:52,361 - mmaction - INFO - Epoch [142][300/999] lr: 2.523e-01, eta: 1 day, 8:08:01, time: 1.026, data_time: 0.002, memory: 8478, top1_acc: 0.3677, top5_acc: 0.6176, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.3577 2020-10-05 10:03:12,922 - mmaction - INFO - Epoch [142][320/999] lr: 2.523e-01, eta: 1 day, 8:07:41, time: 1.027, data_time: 0.002, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6245, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.3633 2020-10-05 10:03:33,340 - mmaction - INFO - Epoch [142][340/999] lr: 2.523e-01, eta: 1 day, 8:07:21, time: 1.021, data_time: 0.002, memory: 8478, top1_acc: 0.3710, top5_acc: 0.6154, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.3842 2020-10-05 10:03:53,776 - mmaction - INFO - Epoch [142][360/999] lr: 2.523e-01, eta: 1 day, 8:07:01, time: 1.022, data_time: 0.003, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6225, loss_cls: 2.9499, loss: 2.9499, grad_norm: 1.3584 2020-10-05 10:04:14,255 - mmaction - INFO - Epoch [142][380/999] lr: 2.523e-01, eta: 1 day, 8:06:41, time: 1.024, data_time: 0.002, memory: 8478, top1_acc: 0.3687, top5_acc: 0.6229, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.3589 2020-10-05 10:04:34,767 - mmaction - INFO - Epoch [142][400/999] lr: 2.523e-01, eta: 1 day, 8:06:21, time: 1.026, data_time: 0.002, memory: 8478, top1_acc: 0.3652, top5_acc: 0.6156, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.3931 2020-10-05 10:04:55,271 - mmaction - INFO - Epoch [142][420/999] lr: 2.523e-01, eta: 1 day, 8:06:01, time: 1.025, data_time: 0.003, memory: 8478, top1_acc: 0.3664, top5_acc: 0.6125, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.3757 2020-10-05 10:05:15,724 - mmaction - INFO - Epoch [142][440/999] lr: 2.523e-01, eta: 1 day, 8:05:41, time: 1.023, data_time: 0.003, memory: 8478, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.3713 2020-10-05 10:05:36,211 - mmaction - INFO - Epoch [142][460/999] lr: 2.523e-01, eta: 1 day, 8:05:21, time: 1.024, data_time: 0.002, memory: 8478, top1_acc: 0.3681, top5_acc: 0.6152, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.3640 2020-10-05 10:05:56,752 - mmaction - INFO - Epoch [142][480/999] lr: 2.523e-01, eta: 1 day, 8:05:01, time: 1.027, data_time: 0.002, memory: 8478, top1_acc: 0.3655, top5_acc: 0.6151, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3742 2020-10-05 10:06:17,186 - mmaction - INFO - Epoch [142][500/999] lr: 2.523e-01, eta: 1 day, 8:04:41, time: 1.020, data_time: 0.002, memory: 8478, top1_acc: 0.3582, top5_acc: 0.6109, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.3507 2020-10-05 10:06:37,670 - mmaction - INFO - Epoch [142][520/999] lr: 2.523e-01, eta: 1 day, 8:04:21, time: 1.024, data_time: 0.002, memory: 8478, top1_acc: 0.3674, top5_acc: 0.6095, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.3244 2020-10-05 10:06:58,113 - mmaction - INFO - Epoch [142][540/999] lr: 2.523e-01, eta: 1 day, 8:04:01, time: 1.023, data_time: 0.003, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6163, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.3700 2020-10-05 10:07:18,558 - mmaction - INFO - Epoch [142][560/999] lr: 2.523e-01, eta: 1 day, 8:03:41, time: 1.022, data_time: 0.002, memory: 8478, top1_acc: 0.3602, top5_acc: 0.6000, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.3584 2020-10-05 10:07:39,071 - mmaction - INFO - Epoch [142][580/999] lr: 2.523e-01, eta: 1 day, 8:03:21, time: 1.026, data_time: 0.002, memory: 8478, top1_acc: 0.3663, top5_acc: 0.6139, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.3547 2020-10-05 10:07:59,541 - mmaction - INFO - Epoch [142][600/999] lr: 2.523e-01, eta: 1 day, 8:03:01, time: 1.024, data_time: 0.002, memory: 8478, top1_acc: 0.3712, top5_acc: 0.6190, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.3534 2020-10-05 10:08:20,043 - mmaction - INFO - Epoch [142][620/999] lr: 2.523e-01, eta: 1 day, 8:02:41, time: 1.024, data_time: 0.002, memory: 8478, top1_acc: 0.3646, top5_acc: 0.6039, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.3645 2020-10-05 10:08:40,498 - mmaction - INFO - Epoch [142][640/999] lr: 2.523e-01, eta: 1 day, 8:02:21, time: 1.023, data_time: 0.002, memory: 8478, top1_acc: 0.3525, top5_acc: 0.6043, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.3654 2020-10-05 10:09:00,946 - mmaction - INFO - Epoch [142][660/999] lr: 2.523e-01, eta: 1 day, 8:02:01, time: 1.021, data_time: 0.002, memory: 8478, top1_acc: 0.3635, top5_acc: 0.6121, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.3632 2020-10-05 10:09:21,371 - mmaction - INFO - Epoch [142][680/999] lr: 2.523e-01, eta: 1 day, 8:01:41, time: 1.022, data_time: 0.003, memory: 8478, top1_acc: 0.3607, top5_acc: 0.6107, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3707 2020-10-05 10:09:41,912 - mmaction - INFO - Epoch [142][700/999] lr: 2.523e-01, eta: 1 day, 8:01:21, time: 1.027, data_time: 0.002, memory: 8478, top1_acc: 0.3684, top5_acc: 0.6125, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.3507 2020-10-05 10:10:02,318 - mmaction - INFO - Epoch [142][720/999] lr: 2.523e-01, eta: 1 day, 8:01:01, time: 1.020, data_time: 0.002, memory: 8478, top1_acc: 0.3697, top5_acc: 0.6172, loss_cls: 2.9060, loss: 2.9060, grad_norm: 1.3652 2020-10-05 10:10:22,876 - mmaction - INFO - Epoch [142][740/999] lr: 2.523e-01, eta: 1 day, 8:00:42, time: 1.028, data_time: 0.002, memory: 8478, top1_acc: 0.3626, top5_acc: 0.6151, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.3658 2020-10-05 10:10:43,397 - mmaction - INFO - Epoch [142][760/999] lr: 2.523e-01, eta: 1 day, 8:00:22, time: 1.026, data_time: 0.002, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6129, loss_cls: 2.9616, loss: 2.9616, grad_norm: 1.3681 2020-10-05 10:11:03,838 - mmaction - INFO - Epoch [142][780/999] lr: 2.523e-01, eta: 1 day, 8:00:02, time: 1.022, data_time: 0.002, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6115, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.3784 2020-10-05 10:11:24,252 - mmaction - INFO - Epoch [142][800/999] lr: 2.523e-01, eta: 1 day, 7:59:42, time: 1.020, data_time: 0.002, memory: 8478, top1_acc: 0.3674, top5_acc: 0.6148, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.3739 2020-10-05 10:11:44,667 - mmaction - INFO - Epoch [142][820/999] lr: 2.523e-01, eta: 1 day, 7:59:22, time: 1.022, data_time: 0.002, memory: 8478, top1_acc: 0.3585, top5_acc: 0.6073, loss_cls: 2.9909, loss: 2.9909, grad_norm: 1.3529 2020-10-05 10:12:05,158 - mmaction - INFO - Epoch [142][840/999] lr: 2.523e-01, eta: 1 day, 7:59:02, time: 1.025, data_time: 0.002, memory: 8478, top1_acc: 0.3659, top5_acc: 0.6227, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.3611 2020-10-05 10:12:25,583 - mmaction - INFO - Epoch [142][860/999] lr: 2.523e-01, eta: 1 day, 7:58:42, time: 1.021, data_time: 0.001, memory: 8478, top1_acc: 0.3676, top5_acc: 0.6132, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.3586 2020-10-05 10:12:46,086 - mmaction - INFO - Epoch [142][880/999] lr: 2.523e-01, eta: 1 day, 7:58:22, time: 1.025, data_time: 0.002, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6211, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.3648 2020-10-05 10:13:06,532 - mmaction - INFO - Epoch [142][900/999] lr: 2.523e-01, eta: 1 day, 7:58:02, time: 1.023, data_time: 0.002, memory: 8478, top1_acc: 0.3665, top5_acc: 0.6077, loss_cls: 2.9542, loss: 2.9542, grad_norm: 1.3537 2020-10-05 10:13:26,980 - mmaction - INFO - Epoch [142][920/999] lr: 2.523e-01, eta: 1 day, 7:57:42, time: 1.022, data_time: 0.001, memory: 8478, top1_acc: 0.3607, top5_acc: 0.6074, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.3468 2020-10-05 10:13:47,407 - mmaction - INFO - Epoch [142][940/999] lr: 2.523e-01, eta: 1 day, 7:57:22, time: 1.022, data_time: 0.002, memory: 8478, top1_acc: 0.3668, top5_acc: 0.6146, loss_cls: 2.9212, loss: 2.9212, grad_norm: 1.3462 2020-10-05 10:14:07,935 - mmaction - INFO - Epoch [142][960/999] lr: 2.523e-01, eta: 1 day, 7:57:02, time: 1.025, data_time: 0.002, memory: 8478, top1_acc: 0.3605, top5_acc: 0.6090, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.3694 2020-10-05 10:14:28,369 - mmaction - INFO - Epoch [142][980/999] lr: 2.523e-01, eta: 1 day, 7:56:42, time: 1.022, data_time: 0.003, memory: 8478, top1_acc: 0.3648, top5_acc: 0.6138, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3778 2020-10-05 10:15:41,962 - mmaction - INFO - Epoch [143][20/999] lr: 2.487e-01, eta: 1 day, 7:56:13, time: 2.624, data_time: 1.585, memory: 8478, top1_acc: 0.3573, top5_acc: 0.6109, loss_cls: 2.9546, loss: 2.9546, grad_norm: 1.3589 2020-10-05 10:16:01,598 - mmaction - INFO - Epoch [143][40/999] lr: 2.487e-01, eta: 1 day, 7:55:52, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.3753, top5_acc: 0.6234, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.3567 2020-10-05 10:16:21,463 - mmaction - INFO - Epoch [143][60/999] lr: 2.487e-01, eta: 1 day, 7:55:32, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6182, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.3885 2020-10-05 10:16:41,442 - mmaction - INFO - Epoch [143][80/999] lr: 2.487e-01, eta: 1 day, 7:55:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3650, top5_acc: 0.6104, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.3580 2020-10-05 10:17:01,406 - mmaction - INFO - Epoch [143][100/999] lr: 2.487e-01, eta: 1 day, 7:54:51, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3641, top5_acc: 0.6134, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.3677 2020-10-05 10:17:21,353 - mmaction - INFO - Epoch [143][120/999] lr: 2.487e-01, eta: 1 day, 7:54:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6134, loss_cls: 2.9724, loss: 2.9724, grad_norm: 1.3745 2020-10-05 10:17:41,207 - mmaction - INFO - Epoch [143][140/999] lr: 2.487e-01, eta: 1 day, 7:54:10, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3632, top5_acc: 0.6090, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.3493 2020-10-05 10:18:01,104 - mmaction - INFO - Epoch [143][160/999] lr: 2.487e-01, eta: 1 day, 7:53:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6169, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.3600 2020-10-05 10:18:21,109 - mmaction - INFO - Epoch [143][180/999] lr: 2.487e-01, eta: 1 day, 7:53:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6158, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.3676 2020-10-05 10:18:41,049 - mmaction - INFO - Epoch [143][200/999] lr: 2.487e-01, eta: 1 day, 7:53:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3518, top5_acc: 0.6000, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.3631 2020-10-05 10:19:00,925 - mmaction - INFO - Epoch [143][220/999] lr: 2.487e-01, eta: 1 day, 7:52:49, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6171, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.3673 2020-10-05 10:19:20,821 - mmaction - INFO - Epoch [143][240/999] lr: 2.487e-01, eta: 1 day, 7:52:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3716, top5_acc: 0.6204, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.3739 2020-10-05 10:19:40,794 - mmaction - INFO - Epoch [143][260/999] lr: 2.487e-01, eta: 1 day, 7:52:08, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3625, top5_acc: 0.6111, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.3610 2020-10-05 10:20:00,672 - mmaction - INFO - Epoch [143][280/999] lr: 2.487e-01, eta: 1 day, 7:51:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6125, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.3644 2020-10-05 10:20:20,559 - mmaction - INFO - Epoch [143][300/999] lr: 2.487e-01, eta: 1 day, 7:51:27, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3643, top5_acc: 0.6120, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.3575 2020-10-05 10:20:40,466 - mmaction - INFO - Epoch [143][320/999] lr: 2.487e-01, eta: 1 day, 7:51:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3743, top5_acc: 0.6220, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.3754 2020-10-05 10:21:00,351 - mmaction - INFO - Epoch [143][340/999] lr: 2.487e-01, eta: 1 day, 7:50:46, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3693, top5_acc: 0.6169, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.3768 2020-10-05 10:21:20,417 - mmaction - INFO - Epoch [143][360/999] lr: 2.487e-01, eta: 1 day, 7:50:26, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6230, loss_cls: 2.9235, loss: 2.9235, grad_norm: 1.3576 2020-10-05 10:21:40,274 - mmaction - INFO - Epoch [143][380/999] lr: 2.487e-01, eta: 1 day, 7:50:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3742, top5_acc: 0.6168, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.3959 2020-10-05 10:22:00,179 - mmaction - INFO - Epoch [143][400/999] lr: 2.487e-01, eta: 1 day, 7:49:45, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3745, top5_acc: 0.6180, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.3570 2020-10-05 10:22:20,071 - mmaction - INFO - Epoch [143][420/999] lr: 2.487e-01, eta: 1 day, 7:49:24, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3715, top5_acc: 0.6193, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.3282 2020-10-05 10:22:39,953 - mmaction - INFO - Epoch [143][440/999] lr: 2.487e-01, eta: 1 day, 7:49:04, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3716, top5_acc: 0.6161, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.3609 2020-10-05 10:23:00,069 - mmaction - INFO - Epoch [143][460/999] lr: 2.487e-01, eta: 1 day, 7:48:44, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.3676, top5_acc: 0.6121, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.3655 2020-10-05 10:23:19,930 - mmaction - INFO - Epoch [143][480/999] lr: 2.487e-01, eta: 1 day, 7:48:23, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3646, top5_acc: 0.6094, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.3569 2020-10-05 10:23:39,910 - mmaction - INFO - Epoch [143][500/999] lr: 2.487e-01, eta: 1 day, 7:48:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3625, top5_acc: 0.6105, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.3646 2020-10-05 10:23:59,855 - mmaction - INFO - Epoch [143][520/999] lr: 2.487e-01, eta: 1 day, 7:47:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6154, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.3598 2020-10-05 10:24:19,803 - mmaction - INFO - Epoch [143][540/999] lr: 2.487e-01, eta: 1 day, 7:47:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3668, top5_acc: 0.6198, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.3868 2020-10-05 10:24:39,760 - mmaction - INFO - Epoch [143][560/999] lr: 2.487e-01, eta: 1 day, 7:47:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3620, top5_acc: 0.6143, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.3852 2020-10-05 10:24:59,686 - mmaction - INFO - Epoch [143][580/999] lr: 2.487e-01, eta: 1 day, 7:46:41, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.3392 2020-10-05 10:25:19,523 - mmaction - INFO - Epoch [143][600/999] lr: 2.487e-01, eta: 1 day, 7:46:21, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3581, top5_acc: 0.6128, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.3659 2020-10-05 10:25:39,423 - mmaction - INFO - Epoch [143][620/999] lr: 2.487e-01, eta: 1 day, 7:46:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3549, top5_acc: 0.6085, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.3646 2020-10-05 10:25:59,303 - mmaction - INFO - Epoch [143][640/999] lr: 2.487e-01, eta: 1 day, 7:45:40, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3900, top5_acc: 0.6253, loss_cls: 2.8820, loss: 2.8820, grad_norm: 1.3422 2020-10-05 10:26:19,290 - mmaction - INFO - Epoch [143][660/999] lr: 2.487e-01, eta: 1 day, 7:45:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3711, top5_acc: 0.6225, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.3627 2020-10-05 10:26:39,110 - mmaction - INFO - Epoch [143][680/999] lr: 2.487e-01, eta: 1 day, 7:44:59, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3645, top5_acc: 0.6181, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.3748 2020-10-05 10:26:59,017 - mmaction - INFO - Epoch [143][700/999] lr: 2.487e-01, eta: 1 day, 7:44:39, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6099, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.3756 2020-10-05 10:27:18,951 - mmaction - INFO - Epoch [143][720/999] lr: 2.487e-01, eta: 1 day, 7:44:18, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3714, top5_acc: 0.6135, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.3567 2020-10-05 10:27:38,811 - mmaction - INFO - Epoch [143][740/999] lr: 2.487e-01, eta: 1 day, 7:43:58, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3638, top5_acc: 0.6160, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.3709 2020-10-05 10:27:58,763 - mmaction - INFO - Epoch [143][760/999] lr: 2.487e-01, eta: 1 day, 7:43:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3715, top5_acc: 0.6164, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3546 2020-10-05 10:28:18,775 - mmaction - INFO - Epoch [143][780/999] lr: 2.487e-01, eta: 1 day, 7:43:17, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6165, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.3695 2020-10-05 10:28:38,666 - mmaction - INFO - Epoch [143][800/999] lr: 2.487e-01, eta: 1 day, 7:42:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3604, top5_acc: 0.6099, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.3813 2020-10-05 10:28:58,567 - mmaction - INFO - Epoch [143][820/999] lr: 2.487e-01, eta: 1 day, 7:42:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3655, top5_acc: 0.6074, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.3687 2020-10-05 10:29:18,598 - mmaction - INFO - Epoch [143][840/999] lr: 2.487e-01, eta: 1 day, 7:42:16, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3702, top5_acc: 0.6145, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.3639 2020-10-05 10:29:38,567 - mmaction - INFO - Epoch [143][860/999] lr: 2.487e-01, eta: 1 day, 7:41:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3617, top5_acc: 0.6145, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.3801 2020-10-05 10:29:58,468 - mmaction - INFO - Epoch [143][880/999] lr: 2.487e-01, eta: 1 day, 7:41:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3779, top5_acc: 0.6171, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.3682 2020-10-05 10:30:19,325 - mmaction - INFO - Epoch [143][900/999] lr: 2.487e-01, eta: 1 day, 7:41:16, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.3629, top5_acc: 0.6074, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.3484 2020-10-05 10:30:39,267 - mmaction - INFO - Epoch [143][920/999] lr: 2.487e-01, eta: 1 day, 7:40:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3641, top5_acc: 0.6083, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.3727 2020-10-05 10:30:59,129 - mmaction - INFO - Epoch [143][940/999] lr: 2.487e-01, eta: 1 day, 7:40:35, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3674, top5_acc: 0.6124, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.3484 2020-10-05 10:31:19,008 - mmaction - INFO - Epoch [143][960/999] lr: 2.487e-01, eta: 1 day, 7:40:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3697, top5_acc: 0.6193, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.3339 2020-10-05 10:31:38,925 - mmaction - INFO - Epoch [143][980/999] lr: 2.487e-01, eta: 1 day, 7:39:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3685, top5_acc: 0.6124, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.3491 2020-10-05 10:32:47,516 - mmaction - INFO - Epoch [144][20/999] lr: 2.451e-01, eta: 1 day, 7:39:22, time: 2.477, data_time: 1.493, memory: 8478, top1_acc: 0.3682, top5_acc: 0.6142, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.3589 2020-10-05 10:33:07,194 - mmaction - INFO - Epoch [144][40/999] lr: 2.451e-01, eta: 1 day, 7:39:02, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3741, top5_acc: 0.6315, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.3678 2020-10-05 10:33:26,934 - mmaction - INFO - Epoch [144][60/999] lr: 2.451e-01, eta: 1 day, 7:38:41, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6147, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.3709 2020-10-05 10:33:46,862 - mmaction - INFO - Epoch [144][80/999] lr: 2.451e-01, eta: 1 day, 7:38:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3788, top5_acc: 0.6309, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.3689 2020-10-05 10:34:06,724 - mmaction - INFO - Epoch [144][100/999] lr: 2.451e-01, eta: 1 day, 7:38:00, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3725, top5_acc: 0.6194, loss_cls: 2.8988, loss: 2.8988, grad_norm: 1.3799 2020-10-05 10:34:26,581 - mmaction - INFO - Epoch [144][120/999] lr: 2.451e-01, eta: 1 day, 7:37:40, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6186, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.3562 2020-10-05 10:34:46,601 - mmaction - INFO - Epoch [144][140/999] lr: 2.451e-01, eta: 1 day, 7:37:20, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3779, top5_acc: 0.6189, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.3602 2020-10-05 10:35:06,527 - mmaction - INFO - Epoch [144][160/999] lr: 2.451e-01, eta: 1 day, 7:36:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3634, top5_acc: 0.6163, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.3913 2020-10-05 10:35:26,406 - mmaction - INFO - Epoch [144][180/999] lr: 2.451e-01, eta: 1 day, 7:36:39, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3540, top5_acc: 0.6055, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.3618 2020-10-05 10:35:46,345 - mmaction - INFO - Epoch [144][200/999] lr: 2.451e-01, eta: 1 day, 7:36:18, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3760, top5_acc: 0.6199, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.3628 2020-10-05 10:36:06,268 - mmaction - INFO - Epoch [144][220/999] lr: 2.451e-01, eta: 1 day, 7:35:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6135, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.3839 2020-10-05 10:36:26,223 - mmaction - INFO - Epoch [144][240/999] lr: 2.451e-01, eta: 1 day, 7:35:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3648, top5_acc: 0.6113, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.4049 2020-10-05 10:36:46,192 - mmaction - INFO - Epoch [144][260/999] lr: 2.451e-01, eta: 1 day, 7:35:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3574, top5_acc: 0.6129, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.3640 2020-10-05 10:37:06,152 - mmaction - INFO - Epoch [144][280/999] lr: 2.451e-01, eta: 1 day, 7:34:57, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6165, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.3645 2020-10-05 10:37:26,012 - mmaction - INFO - Epoch [144][300/999] lr: 2.451e-01, eta: 1 day, 7:34:36, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3727, top5_acc: 0.6246, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.3705 2020-10-05 10:37:45,885 - mmaction - INFO - Epoch [144][320/999] lr: 2.451e-01, eta: 1 day, 7:34:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3688, top5_acc: 0.6129, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.3773 2020-10-05 10:38:05,866 - mmaction - INFO - Epoch [144][340/999] lr: 2.451e-01, eta: 1 day, 7:33:56, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3717, top5_acc: 0.6132, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.3762 2020-10-05 10:38:25,689 - mmaction - INFO - Epoch [144][360/999] lr: 2.451e-01, eta: 1 day, 7:33:35, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6044, loss_cls: 2.9412, loss: 2.9412, grad_norm: 1.3669 2020-10-05 10:38:45,558 - mmaction - INFO - Epoch [144][380/999] lr: 2.451e-01, eta: 1 day, 7:33:15, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6182, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.3735 2020-10-05 10:39:05,427 - mmaction - INFO - Epoch [144][400/999] lr: 2.451e-01, eta: 1 day, 7:32:54, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3686, top5_acc: 0.6164, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.3821 2020-10-05 10:39:25,298 - mmaction - INFO - Epoch [144][420/999] lr: 2.451e-01, eta: 1 day, 7:32:34, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3703, top5_acc: 0.6204, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.3828 2020-10-05 10:39:45,152 - mmaction - INFO - Epoch [144][440/999] lr: 2.451e-01, eta: 1 day, 7:32:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3645, top5_acc: 0.6198, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.3707 2020-10-05 10:40:05,046 - mmaction - INFO - Epoch [144][460/999] lr: 2.451e-01, eta: 1 day, 7:31:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3665, top5_acc: 0.6154, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.3949 2020-10-05 10:40:25,005 - mmaction - INFO - Epoch [144][480/999] lr: 2.451e-01, eta: 1 day, 7:31:33, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3615, top5_acc: 0.6203, loss_cls: 2.9207, loss: 2.9207, grad_norm: 1.3629 2020-10-05 10:40:44,846 - mmaction - INFO - Epoch [144][500/999] lr: 2.451e-01, eta: 1 day, 7:31:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3660, top5_acc: 0.6181, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.3578 2020-10-05 10:41:04,785 - mmaction - INFO - Epoch [144][520/999] lr: 2.451e-01, eta: 1 day, 7:30:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3816, top5_acc: 0.6228, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.3682 2020-10-05 10:41:24,731 - mmaction - INFO - Epoch [144][540/999] lr: 2.451e-01, eta: 1 day, 7:30:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3638, top5_acc: 0.6186, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.3904 2020-10-05 10:41:44,682 - mmaction - INFO - Epoch [144][560/999] lr: 2.451e-01, eta: 1 day, 7:30:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3603, top5_acc: 0.6077, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.3769 2020-10-05 10:42:04,627 - mmaction - INFO - Epoch [144][580/999] lr: 2.451e-01, eta: 1 day, 7:29:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3642, top5_acc: 0.6187, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.3673 2020-10-05 10:42:24,512 - mmaction - INFO - Epoch [144][600/999] lr: 2.451e-01, eta: 1 day, 7:29:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3749, top5_acc: 0.6216, loss_cls: 2.9075, loss: 2.9075, grad_norm: 1.3632 2020-10-05 10:42:44,437 - mmaction - INFO - Epoch [144][620/999] lr: 2.451e-01, eta: 1 day, 7:29:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3721, top5_acc: 0.6121, loss_cls: 2.9161, loss: 2.9161, grad_norm: 1.3650 2020-10-05 10:43:04,344 - mmaction - INFO - Epoch [144][640/999] lr: 2.451e-01, eta: 1 day, 7:28:49, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3685, top5_acc: 0.6172, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.3805 2020-10-05 10:43:24,278 - mmaction - INFO - Epoch [144][660/999] lr: 2.451e-01, eta: 1 day, 7:28:29, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3658, top5_acc: 0.6066, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.3694 2020-10-05 10:43:44,292 - mmaction - INFO - Epoch [144][680/999] lr: 2.451e-01, eta: 1 day, 7:28:09, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6190, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.3631 2020-10-05 10:44:04,239 - mmaction - INFO - Epoch [144][700/999] lr: 2.451e-01, eta: 1 day, 7:27:48, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6059, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.3583 2020-10-05 10:44:24,109 - mmaction - INFO - Epoch [144][720/999] lr: 2.451e-01, eta: 1 day, 7:27:28, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6151, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.3894 2020-10-05 10:44:44,000 - mmaction - INFO - Epoch [144][740/999] lr: 2.451e-01, eta: 1 day, 7:27:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3641, top5_acc: 0.6138, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.3894 2020-10-05 10:45:03,963 - mmaction - INFO - Epoch [144][760/999] lr: 2.451e-01, eta: 1 day, 7:26:47, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3708, top5_acc: 0.6112, loss_cls: 2.9405, loss: 2.9405, grad_norm: 1.3695 2020-10-05 10:45:23,911 - mmaction - INFO - Epoch [144][780/999] lr: 2.451e-01, eta: 1 day, 7:26:26, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3628, top5_acc: 0.6077, loss_cls: 2.9728, loss: 2.9728, grad_norm: 1.3619 2020-10-05 10:45:43,895 - mmaction - INFO - Epoch [144][800/999] lr: 2.451e-01, eta: 1 day, 7:26:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6232, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.3470 2020-10-05 10:46:03,833 - mmaction - INFO - Epoch [144][820/999] lr: 2.451e-01, eta: 1 day, 7:25:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3728, top5_acc: 0.6190, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.3783 2020-10-05 10:46:23,752 - mmaction - INFO - Epoch [144][840/999] lr: 2.451e-01, eta: 1 day, 7:25:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3652, top5_acc: 0.6176, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.3941 2020-10-05 10:46:43,693 - mmaction - INFO - Epoch [144][860/999] lr: 2.451e-01, eta: 1 day, 7:25:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3645, top5_acc: 0.6181, loss_cls: 2.9304, loss: 2.9304, grad_norm: 1.3727 2020-10-05 10:47:03,601 - mmaction - INFO - Epoch [144][880/999] lr: 2.451e-01, eta: 1 day, 7:24:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3669, top5_acc: 0.6217, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.3771 2020-10-05 10:47:23,581 - mmaction - INFO - Epoch [144][900/999] lr: 2.451e-01, eta: 1 day, 7:24:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3772, top5_acc: 0.6181, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.3494 2020-10-05 10:47:43,491 - mmaction - INFO - Epoch [144][920/999] lr: 2.451e-01, eta: 1 day, 7:24:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9887, loss: 2.9887, grad_norm: 1.3973 2020-10-05 10:48:03,487 - mmaction - INFO - Epoch [144][940/999] lr: 2.451e-01, eta: 1 day, 7:23:43, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6090, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.3716 2020-10-05 10:48:23,483 - mmaction - INFO - Epoch [144][960/999] lr: 2.451e-01, eta: 1 day, 7:23:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3592, top5_acc: 0.6090, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.3887 2020-10-05 10:48:43,399 - mmaction - INFO - Epoch [144][980/999] lr: 2.451e-01, eta: 1 day, 7:23:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3689, top5_acc: 0.6139, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.3753 2020-10-05 10:49:02,212 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-10-05 10:50:15,958 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 10:50:17,542 - mmaction - INFO - top1_acc 0.4530 top5_acc 0.7246 2020-10-05 10:50:17,542 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 10:50:17,632 - mmaction - INFO - mean_acc 0.4515 2020-10-05 10:50:17,632 - mmaction - INFO - Now best checkpoint is epoch_144.pth 2020-10-05 10:50:17,649 - mmaction - INFO - Epoch(val) [144][999] top1_acc: 0.4530, top5_acc: 0.7246, mean_class_accuracy: 0.4515 2020-10-05 10:51:04,895 - mmaction - INFO - Epoch [145][20/999] lr: 2.415e-01, eta: 1 day, 7:22:29, time: 2.360, data_time: 1.325, memory: 8478, top1_acc: 0.3751, top5_acc: 0.6232, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.3640 2020-10-05 10:51:24,558 - mmaction - INFO - Epoch [145][40/999] lr: 2.415e-01, eta: 1 day, 7:22:09, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.3638, top5_acc: 0.6073, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.3727 2020-10-05 10:51:44,243 - mmaction - INFO - Epoch [145][60/999] lr: 2.415e-01, eta: 1 day, 7:21:48, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6229, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.3866 2020-10-05 10:52:04,077 - mmaction - INFO - Epoch [145][80/999] lr: 2.415e-01, eta: 1 day, 7:21:28, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3755, top5_acc: 0.6195, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.3790 2020-10-05 10:52:23,860 - mmaction - INFO - Epoch [145][100/999] lr: 2.415e-01, eta: 1 day, 7:21:07, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3760, top5_acc: 0.6272, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.3648 2020-10-05 10:52:43,789 - mmaction - INFO - Epoch [145][120/999] lr: 2.415e-01, eta: 1 day, 7:20:47, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3737, top5_acc: 0.6180, loss_cls: 2.8949, loss: 2.8949, grad_norm: 1.3784 2020-10-05 10:53:03,677 - mmaction - INFO - Epoch [145][140/999] lr: 2.415e-01, eta: 1 day, 7:20:26, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3698, top5_acc: 0.6185, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.3538 2020-10-05 10:53:23,607 - mmaction - INFO - Epoch [145][160/999] lr: 2.415e-01, eta: 1 day, 7:20:06, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6159, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.3745 2020-10-05 10:53:43,520 - mmaction - INFO - Epoch [145][180/999] lr: 2.415e-01, eta: 1 day, 7:19:46, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3801, top5_acc: 0.6194, loss_cls: 2.8918, loss: 2.8918, grad_norm: 1.3659 2020-10-05 10:54:03,355 - mmaction - INFO - Epoch [145][200/999] lr: 2.415e-01, eta: 1 day, 7:19:25, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3684, top5_acc: 0.6207, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.3762 2020-10-05 10:54:23,327 - mmaction - INFO - Epoch [145][220/999] lr: 2.415e-01, eta: 1 day, 7:19:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3740, top5_acc: 0.6217, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.3901 2020-10-05 10:54:43,293 - mmaction - INFO - Epoch [145][240/999] lr: 2.415e-01, eta: 1 day, 7:18:44, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6292, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.4021 2020-10-05 10:55:03,248 - mmaction - INFO - Epoch [145][260/999] lr: 2.415e-01, eta: 1 day, 7:18:24, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3639, top5_acc: 0.6103, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.3765 2020-10-05 10:55:23,194 - mmaction - INFO - Epoch [145][280/999] lr: 2.415e-01, eta: 1 day, 7:18:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6134, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.3695 2020-10-05 10:55:43,229 - mmaction - INFO - Epoch [145][300/999] lr: 2.415e-01, eta: 1 day, 7:17:43, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3789, top5_acc: 0.6206, loss_cls: 2.9057, loss: 2.9057, grad_norm: 1.3611 2020-10-05 10:56:03,233 - mmaction - INFO - Epoch [145][320/999] lr: 2.415e-01, eta: 1 day, 7:17:23, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6223, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.3627 2020-10-05 10:56:23,100 - mmaction - INFO - Epoch [145][340/999] lr: 2.415e-01, eta: 1 day, 7:17:03, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3707, top5_acc: 0.6177, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.3978 2020-10-05 10:56:43,085 - mmaction - INFO - Epoch [145][360/999] lr: 2.415e-01, eta: 1 day, 7:16:42, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3618, top5_acc: 0.6038, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.3622 2020-10-05 10:57:03,025 - mmaction - INFO - Epoch [145][380/999] lr: 2.415e-01, eta: 1 day, 7:16:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3729, top5_acc: 0.6271, loss_cls: 2.8979, loss: 2.8979, grad_norm: 1.3730 2020-10-05 10:57:22,922 - mmaction - INFO - Epoch [145][400/999] lr: 2.415e-01, eta: 1 day, 7:16:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3757, top5_acc: 0.6233, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.3758 2020-10-05 10:57:42,865 - mmaction - INFO - Epoch [145][420/999] lr: 2.415e-01, eta: 1 day, 7:15:41, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3682, top5_acc: 0.6191, loss_cls: 2.9006, loss: 2.9006, grad_norm: 1.3789 2020-10-05 10:58:02,898 - mmaction - INFO - Epoch [145][440/999] lr: 2.415e-01, eta: 1 day, 7:15:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6233, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.3934 2020-10-05 10:58:22,831 - mmaction - INFO - Epoch [145][460/999] lr: 2.415e-01, eta: 1 day, 7:15:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6217, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.3763 2020-10-05 10:58:42,755 - mmaction - INFO - Epoch [145][480/999] lr: 2.415e-01, eta: 1 day, 7:14:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3721, top5_acc: 0.6176, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.3818 2020-10-05 10:59:02,731 - mmaction - INFO - Epoch [145][500/999] lr: 2.415e-01, eta: 1 day, 7:14:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3564, top5_acc: 0.6122, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.3801 2020-10-05 10:59:22,644 - mmaction - INFO - Epoch [145][520/999] lr: 2.415e-01, eta: 1 day, 7:13:59, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3783, top5_acc: 0.6279, loss_cls: 2.8701, loss: 2.8701, grad_norm: 1.3775 2020-10-05 10:59:42,661 - mmaction - INFO - Epoch [145][540/999] lr: 2.415e-01, eta: 1 day, 7:13:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6208, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.3888 2020-10-05 11:00:03,140 - mmaction - INFO - Epoch [145][560/999] lr: 2.415e-01, eta: 1 day, 7:13:19, time: 1.023, data_time: 0.003, memory: 8478, top1_acc: 0.3665, top5_acc: 0.6168, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.4052 2020-10-05 11:00:24,805 - mmaction - INFO - Epoch [145][580/999] lr: 2.415e-01, eta: 1 day, 7:13:00, time: 1.084, data_time: 0.004, memory: 8478, top1_acc: 0.3729, top5_acc: 0.6180, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.3771 2020-10-05 11:00:44,731 - mmaction - INFO - Epoch [145][600/999] lr: 2.415e-01, eta: 1 day, 7:12:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6204, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.3981 2020-10-05 11:01:04,647 - mmaction - INFO - Epoch [145][620/999] lr: 2.415e-01, eta: 1 day, 7:12:19, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3694, top5_acc: 0.6167, loss_cls: 2.9430, loss: 2.9430, grad_norm: 1.3784 2020-10-05 11:01:24,598 - mmaction - INFO - Epoch [145][640/999] lr: 2.415e-01, eta: 1 day, 7:11:59, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3703, top5_acc: 0.6245, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.3922 2020-10-05 11:01:44,576 - mmaction - INFO - Epoch [145][660/999] lr: 2.415e-01, eta: 1 day, 7:11:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3595, top5_acc: 0.6133, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.4010 2020-10-05 11:02:04,417 - mmaction - INFO - Epoch [145][680/999] lr: 2.415e-01, eta: 1 day, 7:11:18, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3721, top5_acc: 0.6145, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.3717 2020-10-05 11:02:24,261 - mmaction - INFO - Epoch [145][700/999] lr: 2.415e-01, eta: 1 day, 7:10:57, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3629, top5_acc: 0.6145, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.3993 2020-10-05 11:02:44,121 - mmaction - INFO - Epoch [145][720/999] lr: 2.415e-01, eta: 1 day, 7:10:37, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3633, top5_acc: 0.6137, loss_cls: 2.9499, loss: 2.9499, grad_norm: 1.3763 2020-10-05 11:03:03,958 - mmaction - INFO - Epoch [145][740/999] lr: 2.415e-01, eta: 1 day, 7:10:16, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3684, top5_acc: 0.6208, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.3824 2020-10-05 11:03:23,899 - mmaction - INFO - Epoch [145][760/999] lr: 2.415e-01, eta: 1 day, 7:09:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3707, top5_acc: 0.6193, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.3748 2020-10-05 11:03:43,723 - mmaction - INFO - Epoch [145][780/999] lr: 2.415e-01, eta: 1 day, 7:09:35, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3682, top5_acc: 0.6168, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.4013 2020-10-05 11:04:03,681 - mmaction - INFO - Epoch [145][800/999] lr: 2.415e-01, eta: 1 day, 7:09:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3734, top5_acc: 0.6178, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.3697 2020-10-05 11:04:23,595 - mmaction - INFO - Epoch [145][820/999] lr: 2.415e-01, eta: 1 day, 7:08:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3717, top5_acc: 0.6171, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.3922 2020-10-05 11:04:43,442 - mmaction - INFO - Epoch [145][840/999] lr: 2.415e-01, eta: 1 day, 7:08:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6247, loss_cls: 2.8707, loss: 2.8707, grad_norm: 1.4002 2020-10-05 11:05:03,439 - mmaction - INFO - Epoch [145][860/999] lr: 2.415e-01, eta: 1 day, 7:08:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3768, top5_acc: 0.6163, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.3579 2020-10-05 11:05:23,257 - mmaction - INFO - Epoch [145][880/999] lr: 2.415e-01, eta: 1 day, 7:07:53, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3699, top5_acc: 0.6168, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.3694 2020-10-05 11:05:43,146 - mmaction - INFO - Epoch [145][900/999] lr: 2.415e-01, eta: 1 day, 7:07:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3660, top5_acc: 0.6104, loss_cls: 2.9540, loss: 2.9540, grad_norm: 1.3886 2020-10-05 11:06:03,137 - mmaction - INFO - Epoch [145][920/999] lr: 2.415e-01, eta: 1 day, 7:07:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3745, top5_acc: 0.6184, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.3842 2020-10-05 11:06:23,040 - mmaction - INFO - Epoch [145][940/999] lr: 2.415e-01, eta: 1 day, 7:06:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3598, top5_acc: 0.6115, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.3972 2020-10-05 11:06:43,001 - mmaction - INFO - Epoch [145][960/999] lr: 2.415e-01, eta: 1 day, 7:06:32, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6186, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.3811 2020-10-05 11:07:02,861 - mmaction - INFO - Epoch [145][980/999] lr: 2.415e-01, eta: 1 day, 7:06:11, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3728, top5_acc: 0.6074, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.3813 2020-10-05 11:08:16,461 - mmaction - INFO - Epoch [146][20/999] lr: 2.379e-01, eta: 1 day, 7:05:42, time: 2.648, data_time: 1.625, memory: 8478, top1_acc: 0.3711, top5_acc: 0.6173, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.3775 2020-10-05 11:08:36,171 - mmaction - INFO - Epoch [146][40/999] lr: 2.379e-01, eta: 1 day, 7:05:22, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6212, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.3741 2020-10-05 11:08:55,987 - mmaction - INFO - Epoch [146][60/999] lr: 2.379e-01, eta: 1 day, 7:05:01, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3725, top5_acc: 0.6246, loss_cls: 2.9046, loss: 2.9046, grad_norm: 1.3629 2020-10-05 11:09:15,916 - mmaction - INFO - Epoch [146][80/999] lr: 2.379e-01, eta: 1 day, 7:04:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3833, top5_acc: 0.6318, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.3799 2020-10-05 11:09:35,836 - mmaction - INFO - Epoch [146][100/999] lr: 2.379e-01, eta: 1 day, 7:04:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3691, top5_acc: 0.6156, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.4002 2020-10-05 11:09:55,729 - mmaction - INFO - Epoch [146][120/999] lr: 2.379e-01, eta: 1 day, 7:04:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3802, top5_acc: 0.6272, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.3544 2020-10-05 11:10:15,733 - mmaction - INFO - Epoch [146][140/999] lr: 2.379e-01, eta: 1 day, 7:03:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6260, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.3995 2020-10-05 11:10:35,675 - mmaction - INFO - Epoch [146][160/999] lr: 2.379e-01, eta: 1 day, 7:03:19, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3613, top5_acc: 0.6134, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.3999 2020-10-05 11:10:55,532 - mmaction - INFO - Epoch [146][180/999] lr: 2.379e-01, eta: 1 day, 7:02:59, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3807, top5_acc: 0.6313, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.3699 2020-10-05 11:11:15,449 - mmaction - INFO - Epoch [146][200/999] lr: 2.379e-01, eta: 1 day, 7:02:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6267, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.3845 2020-10-05 11:11:35,360 - mmaction - INFO - Epoch [146][220/999] lr: 2.379e-01, eta: 1 day, 7:02:18, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3760, top5_acc: 0.6271, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.3688 2020-10-05 11:11:55,226 - mmaction - INFO - Epoch [146][240/999] lr: 2.379e-01, eta: 1 day, 7:01:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3792, top5_acc: 0.6208, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.3793 2020-10-05 11:12:15,152 - mmaction - INFO - Epoch [146][260/999] lr: 2.379e-01, eta: 1 day, 7:01:37, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3766, top5_acc: 0.6232, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.3922 2020-10-05 11:12:35,039 - mmaction - INFO - Epoch [146][280/999] lr: 2.379e-01, eta: 1 day, 7:01:17, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3681, top5_acc: 0.6191, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.3904 2020-10-05 11:12:55,052 - mmaction - INFO - Epoch [146][300/999] lr: 2.379e-01, eta: 1 day, 7:00:57, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3701, top5_acc: 0.6163, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.3978 2020-10-05 11:13:14,951 - mmaction - INFO - Epoch [146][320/999] lr: 2.379e-01, eta: 1 day, 7:00:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3772, top5_acc: 0.6266, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.3795 2020-10-05 11:13:34,827 - mmaction - INFO - Epoch [146][340/999] lr: 2.379e-01, eta: 1 day, 7:00:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3677, top5_acc: 0.6236, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.4153 2020-10-05 11:13:54,683 - mmaction - INFO - Epoch [146][360/999] lr: 2.379e-01, eta: 1 day, 6:59:55, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6108, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.4047 2020-10-05 11:14:14,570 - mmaction - INFO - Epoch [146][380/999] lr: 2.379e-01, eta: 1 day, 6:59:35, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3728, top5_acc: 0.6185, loss_cls: 2.9224, loss: 2.9224, grad_norm: 1.3965 2020-10-05 11:14:34,468 - mmaction - INFO - Epoch [146][400/999] lr: 2.379e-01, eta: 1 day, 6:59:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3809, top5_acc: 0.6255, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.3818 2020-10-05 11:14:54,311 - mmaction - INFO - Epoch [146][420/999] lr: 2.379e-01, eta: 1 day, 6:58:54, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6199, loss_cls: 2.8962, loss: 2.8962, grad_norm: 1.3863 2020-10-05 11:15:14,208 - mmaction - INFO - Epoch [146][440/999] lr: 2.379e-01, eta: 1 day, 6:58:34, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3737, top5_acc: 0.6172, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.3756 2020-10-05 11:15:34,049 - mmaction - INFO - Epoch [146][460/999] lr: 2.379e-01, eta: 1 day, 6:58:13, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3708, top5_acc: 0.6202, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.3851 2020-10-05 11:15:53,956 - mmaction - INFO - Epoch [146][480/999] lr: 2.379e-01, eta: 1 day, 6:57:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6197, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.3858 2020-10-05 11:16:13,860 - mmaction - INFO - Epoch [146][500/999] lr: 2.379e-01, eta: 1 day, 6:57:32, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3680, top5_acc: 0.6066, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.3906 2020-10-05 11:16:33,733 - mmaction - INFO - Epoch [146][520/999] lr: 2.379e-01, eta: 1 day, 6:57:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3706, top5_acc: 0.6207, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.3855 2020-10-05 11:16:53,686 - mmaction - INFO - Epoch [146][540/999] lr: 2.379e-01, eta: 1 day, 6:56:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3686, top5_acc: 0.6173, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.3791 2020-10-05 11:17:13,620 - mmaction - INFO - Epoch [146][560/999] lr: 2.379e-01, eta: 1 day, 6:56:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3812, top5_acc: 0.6202, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.3868 2020-10-05 11:17:33,445 - mmaction - INFO - Epoch [146][580/999] lr: 2.379e-01, eta: 1 day, 6:56:11, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3734, top5_acc: 0.6212, loss_cls: 2.9161, loss: 2.9161, grad_norm: 1.3705 2020-10-05 11:17:53,320 - mmaction - INFO - Epoch [146][600/999] lr: 2.379e-01, eta: 1 day, 6:55:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3660, top5_acc: 0.6040, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.4128 2020-10-05 11:18:13,301 - mmaction - INFO - Epoch [146][620/999] lr: 2.379e-01, eta: 1 day, 6:55:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3737, top5_acc: 0.6138, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.3943 2020-10-05 11:18:33,199 - mmaction - INFO - Epoch [146][640/999] lr: 2.379e-01, eta: 1 day, 6:55:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3663, top5_acc: 0.6161, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.3928 2020-10-05 11:18:53,064 - mmaction - INFO - Epoch [146][660/999] lr: 2.379e-01, eta: 1 day, 6:54:49, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3689, top5_acc: 0.6078, loss_cls: 2.9388, loss: 2.9388, grad_norm: 1.3964 2020-10-05 11:19:12,993 - mmaction - INFO - Epoch [146][680/999] lr: 2.379e-01, eta: 1 day, 6:54:29, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3667, top5_acc: 0.6125, loss_cls: 2.9612, loss: 2.9612, grad_norm: 1.4060 2020-10-05 11:19:32,919 - mmaction - INFO - Epoch [146][700/999] lr: 2.379e-01, eta: 1 day, 6:54:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3655, top5_acc: 0.6120, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.3790 2020-10-05 11:19:52,856 - mmaction - INFO - Epoch [146][720/999] lr: 2.379e-01, eta: 1 day, 6:53:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3643, top5_acc: 0.6169, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.3771 2020-10-05 11:20:12,698 - mmaction - INFO - Epoch [146][740/999] lr: 2.379e-01, eta: 1 day, 6:53:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3680, top5_acc: 0.6115, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.3783 2020-10-05 11:20:32,590 - mmaction - INFO - Epoch [146][760/999] lr: 2.379e-01, eta: 1 day, 6:53:07, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3790, top5_acc: 0.6232, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.3677 2020-10-05 11:20:52,503 - mmaction - INFO - Epoch [146][780/999] lr: 2.379e-01, eta: 1 day, 6:52:47, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6293, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.3793 2020-10-05 11:21:12,449 - mmaction - INFO - Epoch [146][800/999] lr: 2.379e-01, eta: 1 day, 6:52:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3646, top5_acc: 0.6154, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.3790 2020-10-05 11:21:32,344 - mmaction - INFO - Epoch [146][820/999] lr: 2.379e-01, eta: 1 day, 6:52:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3701, top5_acc: 0.6180, loss_cls: 2.9218, loss: 2.9218, grad_norm: 1.3951 2020-10-05 11:21:52,202 - mmaction - INFO - Epoch [146][840/999] lr: 2.379e-01, eta: 1 day, 6:51:45, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3660, top5_acc: 0.6117, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.3922 2020-10-05 11:22:12,075 - mmaction - INFO - Epoch [146][860/999] lr: 2.379e-01, eta: 1 day, 6:51:25, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3715, top5_acc: 0.6230, loss_cls: 2.8714, loss: 2.8714, grad_norm: 1.3742 2020-10-05 11:22:32,003 - mmaction - INFO - Epoch [146][880/999] lr: 2.379e-01, eta: 1 day, 6:51:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3691, top5_acc: 0.6138, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.3882 2020-10-05 11:22:51,901 - mmaction - INFO - Epoch [146][900/999] lr: 2.379e-01, eta: 1 day, 6:50:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3697, top5_acc: 0.6243, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.3696 2020-10-05 11:23:11,850 - mmaction - INFO - Epoch [146][920/999] lr: 2.379e-01, eta: 1 day, 6:50:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3792, top5_acc: 0.6293, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.3752 2020-10-05 11:23:31,761 - mmaction - INFO - Epoch [146][940/999] lr: 2.379e-01, eta: 1 day, 6:50:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3681, top5_acc: 0.6245, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.3711 2020-10-05 11:23:51,700 - mmaction - INFO - Epoch [146][960/999] lr: 2.379e-01, eta: 1 day, 6:49:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3647, top5_acc: 0.6159, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.3815 2020-10-05 11:24:11,594 - mmaction - INFO - Epoch [146][980/999] lr: 2.379e-01, eta: 1 day, 6:49:22, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3684, top5_acc: 0.6105, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.3933 2020-10-05 11:25:19,910 - mmaction - INFO - Epoch [147][20/999] lr: 2.343e-01, eta: 1 day, 6:48:50, time: 2.451, data_time: 1.318, memory: 8478, top1_acc: 0.3741, top5_acc: 0.6154, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.3862 2020-10-05 11:25:39,547 - mmaction - INFO - Epoch [147][40/999] lr: 2.343e-01, eta: 1 day, 6:48:30, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3762, top5_acc: 0.6298, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.3839 2020-10-05 11:25:59,346 - mmaction - INFO - Epoch [147][60/999] lr: 2.343e-01, eta: 1 day, 6:48:09, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3763, top5_acc: 0.6257, loss_cls: 2.8820, loss: 2.8820, grad_norm: 1.3819 2020-10-05 11:26:19,209 - mmaction - INFO - Epoch [147][80/999] lr: 2.343e-01, eta: 1 day, 6:47:49, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3924, top5_acc: 0.6255, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.3820 2020-10-05 11:26:39,009 - mmaction - INFO - Epoch [147][100/999] lr: 2.343e-01, eta: 1 day, 6:47:28, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3698, top5_acc: 0.6203, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.4002 2020-10-05 11:26:58,948 - mmaction - INFO - Epoch [147][120/999] lr: 2.343e-01, eta: 1 day, 6:47:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3837, top5_acc: 0.6354, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.3959 2020-10-05 11:27:18,906 - mmaction - INFO - Epoch [147][140/999] lr: 2.343e-01, eta: 1 day, 6:46:48, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3829, top5_acc: 0.6190, loss_cls: 2.8924, loss: 2.8924, grad_norm: 1.4147 2020-10-05 11:27:38,862 - mmaction - INFO - Epoch [147][160/999] lr: 2.343e-01, eta: 1 day, 6:46:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3780, top5_acc: 0.6305, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.4074 2020-10-05 11:27:58,779 - mmaction - INFO - Epoch [147][180/999] lr: 2.343e-01, eta: 1 day, 6:46:07, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3612, top5_acc: 0.6191, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.4088 2020-10-05 11:28:18,678 - mmaction - INFO - Epoch [147][200/999] lr: 2.343e-01, eta: 1 day, 6:45:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3645, top5_acc: 0.6195, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.4198 2020-10-05 11:28:38,620 - mmaction - INFO - Epoch [147][220/999] lr: 2.343e-01, eta: 1 day, 6:45:26, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3775, top5_acc: 0.6198, loss_cls: 2.9212, loss: 2.9212, grad_norm: 1.3755 2020-10-05 11:28:58,610 - mmaction - INFO - Epoch [147][240/999] lr: 2.343e-01, eta: 1 day, 6:45:06, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.3836 2020-10-05 11:29:18,494 - mmaction - INFO - Epoch [147][260/999] lr: 2.343e-01, eta: 1 day, 6:44:45, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3798, top5_acc: 0.6237, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.3937 2020-10-05 11:29:38,430 - mmaction - INFO - Epoch [147][280/999] lr: 2.343e-01, eta: 1 day, 6:44:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3681, top5_acc: 0.6220, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.3952 2020-10-05 11:29:58,406 - mmaction - INFO - Epoch [147][300/999] lr: 2.343e-01, eta: 1 day, 6:44:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3750, top5_acc: 0.6197, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.3930 2020-10-05 11:30:19,253 - mmaction - INFO - Epoch [147][320/999] lr: 2.343e-01, eta: 1 day, 6:43:45, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.3764, top5_acc: 0.6203, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.4083 2020-10-05 11:30:39,133 - mmaction - INFO - Epoch [147][340/999] lr: 2.343e-01, eta: 1 day, 6:43:24, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3751, top5_acc: 0.6165, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.3718 2020-10-05 11:30:59,161 - mmaction - INFO - Epoch [147][360/999] lr: 2.343e-01, eta: 1 day, 6:43:04, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3754, top5_acc: 0.6172, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.3881 2020-10-05 11:31:19,106 - mmaction - INFO - Epoch [147][380/999] lr: 2.343e-01, eta: 1 day, 6:42:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6214, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.4048 2020-10-05 11:31:39,038 - mmaction - INFO - Epoch [147][400/999] lr: 2.343e-01, eta: 1 day, 6:42:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3708, top5_acc: 0.6124, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.3844 2020-10-05 11:31:58,884 - mmaction - INFO - Epoch [147][420/999] lr: 2.343e-01, eta: 1 day, 6:42:03, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3647, top5_acc: 0.6100, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.3902 2020-10-05 11:32:18,907 - mmaction - INFO - Epoch [147][440/999] lr: 2.343e-01, eta: 1 day, 6:41:43, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3695, top5_acc: 0.6206, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.3884 2020-10-05 11:32:38,865 - mmaction - INFO - Epoch [147][460/999] lr: 2.343e-01, eta: 1 day, 6:41:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3684, top5_acc: 0.6182, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.3779 2020-10-05 11:32:58,806 - mmaction - INFO - Epoch [147][480/999] lr: 2.343e-01, eta: 1 day, 6:41:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3663, top5_acc: 0.6184, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.4044 2020-10-05 11:33:18,839 - mmaction - INFO - Epoch [147][500/999] lr: 2.343e-01, eta: 1 day, 6:40:41, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.3775 2020-10-05 11:33:38,726 - mmaction - INFO - Epoch [147][520/999] lr: 2.343e-01, eta: 1 day, 6:40:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3729, top5_acc: 0.6221, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.3888 2020-10-05 11:33:58,647 - mmaction - INFO - Epoch [147][540/999] lr: 2.343e-01, eta: 1 day, 6:40:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3772, top5_acc: 0.6264, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.3857 2020-10-05 11:34:18,608 - mmaction - INFO - Epoch [147][560/999] lr: 2.343e-01, eta: 1 day, 6:39:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3819, top5_acc: 0.6286, loss_cls: 2.8754, loss: 2.8754, grad_norm: 1.4090 2020-10-05 11:34:38,496 - mmaction - INFO - Epoch [147][580/999] lr: 2.343e-01, eta: 1 day, 6:39:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3762, top5_acc: 0.6203, loss_cls: 2.9017, loss: 2.9017, grad_norm: 1.3985 2020-10-05 11:34:58,357 - mmaction - INFO - Epoch [147][600/999] lr: 2.343e-01, eta: 1 day, 6:38:59, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6245, loss_cls: 2.8800, loss: 2.8800, grad_norm: 1.4045 2020-10-05 11:35:18,136 - mmaction - INFO - Epoch [147][620/999] lr: 2.343e-01, eta: 1 day, 6:38:39, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6268, loss_cls: 2.8870, loss: 2.8870, grad_norm: 1.4092 2020-10-05 11:35:38,060 - mmaction - INFO - Epoch [147][640/999] lr: 2.343e-01, eta: 1 day, 6:38:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3743, top5_acc: 0.6163, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.4061 2020-10-05 11:35:58,086 - mmaction - INFO - Epoch [147][660/999] lr: 2.343e-01, eta: 1 day, 6:37:58, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3749, top5_acc: 0.6203, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.4245 2020-10-05 11:36:18,043 - mmaction - INFO - Epoch [147][680/999] lr: 2.343e-01, eta: 1 day, 6:37:38, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3613, top5_acc: 0.6198, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.4172 2020-10-05 11:36:37,949 - mmaction - INFO - Epoch [147][700/999] lr: 2.343e-01, eta: 1 day, 6:37:17, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3672, top5_acc: 0.6198, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.4077 2020-10-05 11:36:57,916 - mmaction - INFO - Epoch [147][720/999] lr: 2.343e-01, eta: 1 day, 6:36:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3691, top5_acc: 0.6203, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.3948 2020-10-05 11:37:17,867 - mmaction - INFO - Epoch [147][740/999] lr: 2.343e-01, eta: 1 day, 6:36:37, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3780, top5_acc: 0.6266, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.3903 2020-10-05 11:37:37,756 - mmaction - INFO - Epoch [147][760/999] lr: 2.343e-01, eta: 1 day, 6:36:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6208, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.4012 2020-10-05 11:37:57,700 - mmaction - INFO - Epoch [147][780/999] lr: 2.343e-01, eta: 1 day, 6:35:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3723, top5_acc: 0.6186, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.3798 2020-10-05 11:38:17,591 - mmaction - INFO - Epoch [147][800/999] lr: 2.343e-01, eta: 1 day, 6:35:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3757, top5_acc: 0.6270, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.4088 2020-10-05 11:38:37,546 - mmaction - INFO - Epoch [147][820/999] lr: 2.343e-01, eta: 1 day, 6:35:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3776, top5_acc: 0.6220, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.4001 2020-10-05 11:38:57,463 - mmaction - INFO - Epoch [147][840/999] lr: 2.343e-01, eta: 1 day, 6:34:55, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3682, top5_acc: 0.6242, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.4186 2020-10-05 11:39:17,407 - mmaction - INFO - Epoch [147][860/999] lr: 2.343e-01, eta: 1 day, 6:34:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3680, top5_acc: 0.6165, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.3955 2020-10-05 11:39:37,308 - mmaction - INFO - Epoch [147][880/999] lr: 2.343e-01, eta: 1 day, 6:34:14, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6264, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.4032 2020-10-05 11:39:57,223 - mmaction - INFO - Epoch [147][900/999] lr: 2.343e-01, eta: 1 day, 6:33:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3635, top5_acc: 0.6148, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.4082 2020-10-05 11:40:17,057 - mmaction - INFO - Epoch [147][920/999] lr: 2.343e-01, eta: 1 day, 6:33:33, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3733, top5_acc: 0.6177, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.3978 2020-10-05 11:40:36,913 - mmaction - INFO - Epoch [147][940/999] lr: 2.343e-01, eta: 1 day, 6:33:13, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3747, top5_acc: 0.6280, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.4038 2020-10-05 11:40:56,901 - mmaction - INFO - Epoch [147][960/999] lr: 2.343e-01, eta: 1 day, 6:32:52, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3707, top5_acc: 0.6190, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.4006 2020-10-05 11:41:16,887 - mmaction - INFO - Epoch [147][980/999] lr: 2.343e-01, eta: 1 day, 6:32:32, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3706, top5_acc: 0.6146, loss_cls: 2.8974, loss: 2.8974, grad_norm: 1.3991 2020-10-05 11:42:25,370 - mmaction - INFO - Epoch [148][20/999] lr: 2.307e-01, eta: 1 day, 6:32:00, time: 2.475, data_time: 1.355, memory: 8478, top1_acc: 0.3665, top5_acc: 0.6201, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.4226 2020-10-05 11:42:45,021 - mmaction - INFO - Epoch [148][40/999] lr: 2.307e-01, eta: 1 day, 6:31:40, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.3721, top5_acc: 0.6184, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.4019 2020-10-05 11:43:04,948 - mmaction - INFO - Epoch [148][60/999] lr: 2.307e-01, eta: 1 day, 6:31:19, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3973, top5_acc: 0.6392, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.3824 2020-10-05 11:43:24,878 - mmaction - INFO - Epoch [148][80/999] lr: 2.307e-01, eta: 1 day, 6:30:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3839, top5_acc: 0.6315, loss_cls: 2.8301, loss: 2.8301, grad_norm: 1.3989 2020-10-05 11:43:44,837 - mmaction - INFO - Epoch [148][100/999] lr: 2.307e-01, eta: 1 day, 6:30:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3793, top5_acc: 0.6259, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.3961 2020-10-05 11:44:04,694 - mmaction - INFO - Epoch [148][120/999] lr: 2.307e-01, eta: 1 day, 6:30:18, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3736, top5_acc: 0.6146, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.4136 2020-10-05 11:44:24,710 - mmaction - INFO - Epoch [148][140/999] lr: 2.307e-01, eta: 1 day, 6:29:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3832, top5_acc: 0.6176, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.4025 2020-10-05 11:44:44,590 - mmaction - INFO - Epoch [148][160/999] lr: 2.307e-01, eta: 1 day, 6:29:37, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3687, top5_acc: 0.6173, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.3836 2020-10-05 11:45:04,502 - mmaction - INFO - Epoch [148][180/999] lr: 2.307e-01, eta: 1 day, 6:29:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3789, top5_acc: 0.6255, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.4099 2020-10-05 11:45:24,454 - mmaction - INFO - Epoch [148][200/999] lr: 2.307e-01, eta: 1 day, 6:28:56, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6143, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.4133 2020-10-05 11:45:44,308 - mmaction - INFO - Epoch [148][220/999] lr: 2.307e-01, eta: 1 day, 6:28:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3758, top5_acc: 0.6335, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.4114 2020-10-05 11:46:04,306 - mmaction - INFO - Epoch [148][240/999] lr: 2.307e-01, eta: 1 day, 6:28:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3819, top5_acc: 0.6279, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.3871 2020-10-05 11:46:24,246 - mmaction - INFO - Epoch [148][260/999] lr: 2.307e-01, eta: 1 day, 6:27:55, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3755, top5_acc: 0.6199, loss_cls: 2.8952, loss: 2.8952, grad_norm: 1.4088 2020-10-05 11:46:44,085 - mmaction - INFO - Epoch [148][280/999] lr: 2.307e-01, eta: 1 day, 6:27:35, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3764, top5_acc: 0.6257, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.3754 2020-10-05 11:47:04,030 - mmaction - INFO - Epoch [148][300/999] lr: 2.307e-01, eta: 1 day, 6:27:14, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3770, top5_acc: 0.6201, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.4090 2020-10-05 11:47:23,924 - mmaction - INFO - Epoch [148][320/999] lr: 2.307e-01, eta: 1 day, 6:26:54, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3841, top5_acc: 0.6324, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.4092 2020-10-05 11:47:43,705 - mmaction - INFO - Epoch [148][340/999] lr: 2.307e-01, eta: 1 day, 6:26:34, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6277, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.4315 2020-10-05 11:48:03,680 - mmaction - INFO - Epoch [148][360/999] lr: 2.307e-01, eta: 1 day, 6:26:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3750, top5_acc: 0.6174, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.3979 2020-10-05 11:48:23,637 - mmaction - INFO - Epoch [148][380/999] lr: 2.307e-01, eta: 1 day, 6:25:53, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3629, top5_acc: 0.6099, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.4376 2020-10-05 11:48:43,572 - mmaction - INFO - Epoch [148][400/999] lr: 2.307e-01, eta: 1 day, 6:25:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3639, top5_acc: 0.6091, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.4156 2020-10-05 11:49:03,439 - mmaction - INFO - Epoch [148][420/999] lr: 2.307e-01, eta: 1 day, 6:25:12, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3721, top5_acc: 0.6267, loss_cls: 2.8918, loss: 2.8918, grad_norm: 1.3852 2020-10-05 11:49:23,334 - mmaction - INFO - Epoch [148][440/999] lr: 2.307e-01, eta: 1 day, 6:24:52, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3750, top5_acc: 0.6275, loss_cls: 2.8924, loss: 2.8924, grad_norm: 1.3847 2020-10-05 11:49:43,314 - mmaction - INFO - Epoch [148][460/999] lr: 2.307e-01, eta: 1 day, 6:24:31, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3676, top5_acc: 0.6187, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.4137 2020-10-05 11:50:03,257 - mmaction - INFO - Epoch [148][480/999] lr: 2.307e-01, eta: 1 day, 6:24:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3792, top5_acc: 0.6246, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.3943 2020-10-05 11:50:23,123 - mmaction - INFO - Epoch [148][500/999] lr: 2.307e-01, eta: 1 day, 6:23:50, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3803, top5_acc: 0.6257, loss_cls: 2.8880, loss: 2.8880, grad_norm: 1.4017 2020-10-05 11:50:43,060 - mmaction - INFO - Epoch [148][520/999] lr: 2.307e-01, eta: 1 day, 6:23:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3668, top5_acc: 0.6193, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.4047 2020-10-05 11:51:02,960 - mmaction - INFO - Epoch [148][540/999] lr: 2.307e-01, eta: 1 day, 6:23:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3665, top5_acc: 0.6146, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.4109 2020-10-05 11:51:22,893 - mmaction - INFO - Epoch [148][560/999] lr: 2.307e-01, eta: 1 day, 6:22:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3750, top5_acc: 0.6221, loss_cls: 2.8931, loss: 2.8931, grad_norm: 1.4141 2020-10-05 11:51:42,848 - mmaction - INFO - Epoch [148][580/999] lr: 2.307e-01, eta: 1 day, 6:22:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3699, top5_acc: 0.6262, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.3916 2020-10-05 11:52:02,804 - mmaction - INFO - Epoch [148][600/999] lr: 2.307e-01, eta: 1 day, 6:22:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3758, top5_acc: 0.6164, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.4125 2020-10-05 11:52:22,706 - mmaction - INFO - Epoch [148][620/999] lr: 2.307e-01, eta: 1 day, 6:21:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3673, top5_acc: 0.6182, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.3985 2020-10-05 11:52:42,512 - mmaction - INFO - Epoch [148][640/999] lr: 2.307e-01, eta: 1 day, 6:21:28, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3768, top5_acc: 0.6165, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.3935 2020-10-05 11:53:02,528 - mmaction - INFO - Epoch [148][660/999] lr: 2.307e-01, eta: 1 day, 6:21:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3757, top5_acc: 0.6203, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.4226 2020-10-05 11:53:22,620 - mmaction - INFO - Epoch [148][680/999] lr: 2.307e-01, eta: 1 day, 6:20:47, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.3798, top5_acc: 0.6195, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.4120 2020-10-05 11:53:42,655 - mmaction - INFO - Epoch [148][700/999] lr: 2.307e-01, eta: 1 day, 6:20:27, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6227, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.4040 2020-10-05 11:54:02,718 - mmaction - INFO - Epoch [148][720/999] lr: 2.307e-01, eta: 1 day, 6:20:06, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3714, top5_acc: 0.6185, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.3991 2020-10-05 11:54:22,614 - mmaction - INFO - Epoch [148][740/999] lr: 2.307e-01, eta: 1 day, 6:19:46, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3721, top5_acc: 0.6164, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.4034 2020-10-05 11:54:42,487 - mmaction - INFO - Epoch [148][760/999] lr: 2.307e-01, eta: 1 day, 6:19:26, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3710, top5_acc: 0.6124, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.4172 2020-10-05 11:55:02,413 - mmaction - INFO - Epoch [148][780/999] lr: 2.307e-01, eta: 1 day, 6:19:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3745, top5_acc: 0.6238, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.3993 2020-10-05 11:55:22,340 - mmaction - INFO - Epoch [148][800/999] lr: 2.307e-01, eta: 1 day, 6:18:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3742, top5_acc: 0.6260, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.3818 2020-10-05 11:55:42,339 - mmaction - INFO - Epoch [148][820/999] lr: 2.307e-01, eta: 1 day, 6:18:25, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3809, top5_acc: 0.6310, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.4005 2020-10-05 11:56:02,320 - mmaction - INFO - Epoch [148][840/999] lr: 2.307e-01, eta: 1 day, 6:18:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3704, top5_acc: 0.6095, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.4011 2020-10-05 11:56:22,330 - mmaction - INFO - Epoch [148][860/999] lr: 2.307e-01, eta: 1 day, 6:17:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3803, top5_acc: 0.6240, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.4051 2020-10-05 11:56:42,207 - mmaction - INFO - Epoch [148][880/999] lr: 2.307e-01, eta: 1 day, 6:17:23, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3742, top5_acc: 0.6102, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.4044 2020-10-05 11:57:02,186 - mmaction - INFO - Epoch [148][900/999] lr: 2.307e-01, eta: 1 day, 6:17:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3807, top5_acc: 0.6260, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.3938 2020-10-05 11:57:22,084 - mmaction - INFO - Epoch [148][920/999] lr: 2.307e-01, eta: 1 day, 6:16:43, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3823, top5_acc: 0.6279, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.4042 2020-10-05 11:57:41,982 - mmaction - INFO - Epoch [148][940/999] lr: 2.307e-01, eta: 1 day, 6:16:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3646, top5_acc: 0.6130, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.4131 2020-10-05 11:58:01,942 - mmaction - INFO - Epoch [148][960/999] lr: 2.307e-01, eta: 1 day, 6:16:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3689, top5_acc: 0.6135, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.3994 2020-10-05 11:58:21,793 - mmaction - INFO - Epoch [148][980/999] lr: 2.307e-01, eta: 1 day, 6:15:41, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6215, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.4068 2020-10-05 11:59:30,982 - mmaction - INFO - Epoch [149][20/999] lr: 2.271e-01, eta: 1 day, 6:15:10, time: 2.501, data_time: 1.424, memory: 8478, top1_acc: 0.3768, top5_acc: 0.6173, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.3948 2020-10-05 11:59:50,647 - mmaction - INFO - Epoch [149][40/999] lr: 2.271e-01, eta: 1 day, 6:14:49, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6375, loss_cls: 2.8360, loss: 2.8360, grad_norm: 1.3954 2020-10-05 12:00:12,586 - mmaction - INFO - Epoch [149][60/999] lr: 2.271e-01, eta: 1 day, 6:14:30, time: 1.098, data_time: 0.003, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6198, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.4033 2020-10-05 12:00:32,544 - mmaction - INFO - Epoch [149][80/999] lr: 2.271e-01, eta: 1 day, 6:14:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3759, top5_acc: 0.6266, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.4141 2020-10-05 12:00:52,482 - mmaction - INFO - Epoch [149][100/999] lr: 2.271e-01, eta: 1 day, 6:13:50, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3770, top5_acc: 0.6258, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.3874 2020-10-05 12:01:12,399 - mmaction - INFO - Epoch [149][120/999] lr: 2.271e-01, eta: 1 day, 6:13:29, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3777, top5_acc: 0.6237, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.4129 2020-10-05 12:01:32,301 - mmaction - INFO - Epoch [149][140/999] lr: 2.271e-01, eta: 1 day, 6:13:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3816, top5_acc: 0.6281, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.4325 2020-10-05 12:01:52,210 - mmaction - INFO - Epoch [149][160/999] lr: 2.271e-01, eta: 1 day, 6:12:48, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3770, top5_acc: 0.6204, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.4073 2020-10-05 12:02:12,268 - mmaction - INFO - Epoch [149][180/999] lr: 2.271e-01, eta: 1 day, 6:12:28, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3737, top5_acc: 0.6204, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.4116 2020-10-05 12:02:32,220 - mmaction - INFO - Epoch [149][200/999] lr: 2.271e-01, eta: 1 day, 6:12:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3779, top5_acc: 0.6260, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.4096 2020-10-05 12:02:52,182 - mmaction - INFO - Epoch [149][220/999] lr: 2.271e-01, eta: 1 day, 6:11:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3727, top5_acc: 0.6224, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.3970 2020-10-05 12:03:12,073 - mmaction - INFO - Epoch [149][240/999] lr: 2.271e-01, eta: 1 day, 6:11:27, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6328, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.4179 2020-10-05 12:03:32,121 - mmaction - INFO - Epoch [149][260/999] lr: 2.271e-01, eta: 1 day, 6:11:07, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.3760, top5_acc: 0.6298, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.4168 2020-10-05 12:03:52,064 - mmaction - INFO - Epoch [149][280/999] lr: 2.271e-01, eta: 1 day, 6:10:46, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6232, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.4295 2020-10-05 12:04:12,099 - mmaction - INFO - Epoch [149][300/999] lr: 2.271e-01, eta: 1 day, 6:10:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3758, top5_acc: 0.6096, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.4190 2020-10-05 12:04:31,996 - mmaction - INFO - Epoch [149][320/999] lr: 2.271e-01, eta: 1 day, 6:10:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3671, top5_acc: 0.6273, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.4279 2020-10-05 12:04:51,967 - mmaction - INFO - Epoch [149][340/999] lr: 2.271e-01, eta: 1 day, 6:09:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3801, top5_acc: 0.6283, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.4116 2020-10-05 12:05:11,805 - mmaction - INFO - Epoch [149][360/999] lr: 2.271e-01, eta: 1 day, 6:09:25, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6303, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.3959 2020-10-05 12:05:31,762 - mmaction - INFO - Epoch [149][380/999] lr: 2.271e-01, eta: 1 day, 6:09:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3811, top5_acc: 0.6210, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.4282 2020-10-05 12:05:51,733 - mmaction - INFO - Epoch [149][400/999] lr: 2.271e-01, eta: 1 day, 6:08:44, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3777, top5_acc: 0.6204, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.4047 2020-10-05 12:06:11,688 - mmaction - INFO - Epoch [149][420/999] lr: 2.271e-01, eta: 1 day, 6:08:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3764, top5_acc: 0.6301, loss_cls: 2.8594, loss: 2.8594, grad_norm: 1.3946 2020-10-05 12:06:31,697 - mmaction - INFO - Epoch [149][440/999] lr: 2.271e-01, eta: 1 day, 6:08:03, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3715, top5_acc: 0.6207, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.4325 2020-10-05 12:06:51,610 - mmaction - INFO - Epoch [149][460/999] lr: 2.271e-01, eta: 1 day, 6:07:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3837, top5_acc: 0.6306, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.4115 2020-10-05 12:07:11,491 - mmaction - INFO - Epoch [149][480/999] lr: 2.271e-01, eta: 1 day, 6:07:23, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3687, top5_acc: 0.6180, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.4431 2020-10-05 12:07:31,352 - mmaction - INFO - Epoch [149][500/999] lr: 2.271e-01, eta: 1 day, 6:07:02, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3776, top5_acc: 0.6286, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.4075 2020-10-05 12:07:51,214 - mmaction - INFO - Epoch [149][520/999] lr: 2.271e-01, eta: 1 day, 6:06:42, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3747, top5_acc: 0.6159, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.4116 2020-10-05 12:08:11,191 - mmaction - INFO - Epoch [149][540/999] lr: 2.271e-01, eta: 1 day, 6:06:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3854, top5_acc: 0.6283, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.3872 2020-10-05 12:08:31,180 - mmaction - INFO - Epoch [149][560/999] lr: 2.271e-01, eta: 1 day, 6:06:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3895, top5_acc: 0.6314, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.3897 2020-10-05 12:08:51,080 - mmaction - INFO - Epoch [149][580/999] lr: 2.271e-01, eta: 1 day, 6:05:41, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3768, top5_acc: 0.6268, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.4345 2020-10-05 12:09:11,059 - mmaction - INFO - Epoch [149][600/999] lr: 2.271e-01, eta: 1 day, 6:05:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6286, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.4094 2020-10-05 12:09:31,040 - mmaction - INFO - Epoch [149][620/999] lr: 2.271e-01, eta: 1 day, 6:05:00, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6348, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.4288 2020-10-05 12:09:50,885 - mmaction - INFO - Epoch [149][640/999] lr: 2.271e-01, eta: 1 day, 6:04:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.4196 2020-10-05 12:10:10,823 - mmaction - INFO - Epoch [149][660/999] lr: 2.271e-01, eta: 1 day, 6:04:19, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3802, top5_acc: 0.6301, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.4016 2020-10-05 12:10:30,767 - mmaction - INFO - Epoch [149][680/999] lr: 2.271e-01, eta: 1 day, 6:03:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6311, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.4249 2020-10-05 12:10:50,688 - mmaction - INFO - Epoch [149][700/999] lr: 2.271e-01, eta: 1 day, 6:03:38, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6249, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.4103 2020-10-05 12:11:10,632 - mmaction - INFO - Epoch [149][720/999] lr: 2.271e-01, eta: 1 day, 6:03:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3792, top5_acc: 0.6250, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.4310 2020-10-05 12:11:30,516 - mmaction - INFO - Epoch [149][740/999] lr: 2.271e-01, eta: 1 day, 6:02:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3737, top5_acc: 0.6211, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.4211 2020-10-05 12:11:50,564 - mmaction - INFO - Epoch [149][760/999] lr: 2.271e-01, eta: 1 day, 6:02:37, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3725, top5_acc: 0.6212, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.4080 2020-10-05 12:12:10,428 - mmaction - INFO - Epoch [149][780/999] lr: 2.271e-01, eta: 1 day, 6:02:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3701, top5_acc: 0.6229, loss_cls: 2.9015, loss: 2.9015, grad_norm: 1.3984 2020-10-05 12:12:30,453 - mmaction - INFO - Epoch [149][800/999] lr: 2.271e-01, eta: 1 day, 6:01:57, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3780, top5_acc: 0.6224, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.4072 2020-10-05 12:12:50,311 - mmaction - INFO - Epoch [149][820/999] lr: 2.271e-01, eta: 1 day, 6:01:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6223, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.4150 2020-10-05 12:13:10,245 - mmaction - INFO - Epoch [149][840/999] lr: 2.271e-01, eta: 1 day, 6:01:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3796, top5_acc: 0.6241, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.3967 2020-10-05 12:13:30,271 - mmaction - INFO - Epoch [149][860/999] lr: 2.271e-01, eta: 1 day, 6:00:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3689, top5_acc: 0.6160, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.4051 2020-10-05 12:13:50,202 - mmaction - INFO - Epoch [149][880/999] lr: 2.271e-01, eta: 1 day, 6:00:35, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3687, top5_acc: 0.6236, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.4316 2020-10-05 12:14:10,145 - mmaction - INFO - Epoch [149][900/999] lr: 2.271e-01, eta: 1 day, 6:00:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3777, top5_acc: 0.6242, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.4197 2020-10-05 12:14:30,014 - mmaction - INFO - Epoch [149][920/999] lr: 2.271e-01, eta: 1 day, 5:59:54, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3660, top5_acc: 0.6086, loss_cls: 2.9796, loss: 2.9796, grad_norm: 1.4213 2020-10-05 12:14:49,982 - mmaction - INFO - Epoch [149][940/999] lr: 2.271e-01, eta: 1 day, 5:59:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3690, top5_acc: 0.6105, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.4124 2020-10-05 12:15:09,957 - mmaction - INFO - Epoch [149][960/999] lr: 2.271e-01, eta: 1 day, 5:59:14, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3759, top5_acc: 0.6249, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.4183 2020-10-05 12:15:29,801 - mmaction - INFO - Epoch [149][980/999] lr: 2.271e-01, eta: 1 day, 5:58:53, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.3733, top5_acc: 0.6224, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.4040 2020-10-05 12:16:43,075 - mmaction - INFO - Epoch [150][20/999] lr: 2.235e-01, eta: 1 day, 5:58:23, time: 2.638, data_time: 1.576, memory: 8478, top1_acc: 0.3951, top5_acc: 0.6393, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.4056 2020-10-05 12:17:02,811 - mmaction - INFO - Epoch [150][40/999] lr: 2.235e-01, eta: 1 day, 5:58:03, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.3852, top5_acc: 0.6376, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.4025 2020-10-05 12:17:22,607 - mmaction - INFO - Epoch [150][60/999] lr: 2.235e-01, eta: 1 day, 5:57:42, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3861, top5_acc: 0.6251, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.4248 2020-10-05 12:17:42,538 - mmaction - INFO - Epoch [150][80/999] lr: 2.235e-01, eta: 1 day, 5:57:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3813, top5_acc: 0.6281, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.4259 2020-10-05 12:18:02,554 - mmaction - INFO - Epoch [150][100/999] lr: 2.235e-01, eta: 1 day, 5:57:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3846, top5_acc: 0.6349, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4224 2020-10-05 12:18:22,481 - mmaction - INFO - Epoch [150][120/999] lr: 2.235e-01, eta: 1 day, 5:56:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3870, top5_acc: 0.6240, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.4234 2020-10-05 12:18:42,349 - mmaction - INFO - Epoch [150][140/999] lr: 2.235e-01, eta: 1 day, 5:56:21, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3736, top5_acc: 0.6315, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.4484 2020-10-05 12:19:02,167 - mmaction - INFO - Epoch [150][160/999] lr: 2.235e-01, eta: 1 day, 5:56:00, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6190, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.4391 2020-10-05 12:19:22,183 - mmaction - INFO - Epoch [150][180/999] lr: 2.235e-01, eta: 1 day, 5:55:40, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6293, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.4039 2020-10-05 12:19:42,129 - mmaction - INFO - Epoch [150][200/999] lr: 2.235e-01, eta: 1 day, 5:55:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6354, loss_cls: 2.8337, loss: 2.8337, grad_norm: 1.4283 2020-10-05 12:20:02,013 - mmaction - INFO - Epoch [150][220/999] lr: 2.235e-01, eta: 1 day, 5:54:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3780, top5_acc: 0.6223, loss_cls: 2.8801, loss: 2.8801, grad_norm: 1.4200 2020-10-05 12:20:21,997 - mmaction - INFO - Epoch [150][240/999] lr: 2.235e-01, eta: 1 day, 5:54:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3743, top5_acc: 0.6212, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.4193 2020-10-05 12:20:41,944 - mmaction - INFO - Epoch [150][260/999] lr: 2.235e-01, eta: 1 day, 5:54:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3857, top5_acc: 0.6309, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.4097 2020-10-05 12:21:01,966 - mmaction - INFO - Epoch [150][280/999] lr: 2.235e-01, eta: 1 day, 5:53:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6272, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.4158 2020-10-05 12:21:21,923 - mmaction - INFO - Epoch [150][300/999] lr: 2.235e-01, eta: 1 day, 5:53:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6271, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.4270 2020-10-05 12:21:41,876 - mmaction - INFO - Epoch [150][320/999] lr: 2.235e-01, eta: 1 day, 5:53:18, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6208, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.4355 2020-10-05 12:22:01,766 - mmaction - INFO - Epoch [150][340/999] lr: 2.235e-01, eta: 1 day, 5:52:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3806, top5_acc: 0.6290, loss_cls: 2.8822, loss: 2.8822, grad_norm: 1.3887 2020-10-05 12:22:21,787 - mmaction - INFO - Epoch [150][360/999] lr: 2.235e-01, eta: 1 day, 5:52:37, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3799, top5_acc: 0.6299, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.4252 2020-10-05 12:22:41,766 - mmaction - INFO - Epoch [150][380/999] lr: 2.235e-01, eta: 1 day, 5:52:17, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3775, top5_acc: 0.6263, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.4329 2020-10-05 12:23:01,715 - mmaction - INFO - Epoch [150][400/999] lr: 2.235e-01, eta: 1 day, 5:51:56, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3779, top5_acc: 0.6234, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.4261 2020-10-05 12:23:21,705 - mmaction - INFO - Epoch [150][420/999] lr: 2.235e-01, eta: 1 day, 5:51:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6279, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.4211 2020-10-05 12:23:41,622 - mmaction - INFO - Epoch [150][440/999] lr: 2.235e-01, eta: 1 day, 5:51:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3807, top5_acc: 0.6303, loss_cls: 2.8612, loss: 2.8612, grad_norm: 1.4297 2020-10-05 12:24:01,636 - mmaction - INFO - Epoch [150][460/999] lr: 2.235e-01, eta: 1 day, 5:50:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3816, top5_acc: 0.6260, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.3996 2020-10-05 12:24:21,541 - mmaction - INFO - Epoch [150][480/999] lr: 2.235e-01, eta: 1 day, 5:50:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3753, top5_acc: 0.6193, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.4349 2020-10-05 12:24:41,500 - mmaction - INFO - Epoch [150][500/999] lr: 2.235e-01, eta: 1 day, 5:50:14, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6331, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.4097 2020-10-05 12:25:01,379 - mmaction - INFO - Epoch [150][520/999] lr: 2.235e-01, eta: 1 day, 5:49:54, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3741, top5_acc: 0.6273, loss_cls: 2.8669, loss: 2.8669, grad_norm: 1.4203 2020-10-05 12:25:21,346 - mmaction - INFO - Epoch [150][540/999] lr: 2.235e-01, eta: 1 day, 5:49:34, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3771, top5_acc: 0.6246, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.4491 2020-10-05 12:25:41,239 - mmaction - INFO - Epoch [150][560/999] lr: 2.235e-01, eta: 1 day, 5:49:13, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.3728, top5_acc: 0.6176, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.4221 2020-10-05 12:26:01,191 - mmaction - INFO - Epoch [150][580/999] lr: 2.235e-01, eta: 1 day, 5:48:53, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3812, top5_acc: 0.6311, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.4227 2020-10-05 12:26:21,172 - mmaction - INFO - Epoch [150][600/999] lr: 2.235e-01, eta: 1 day, 5:48:32, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3793, top5_acc: 0.6326, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.4180 2020-10-05 12:26:41,061 - mmaction - INFO - Epoch [150][620/999] lr: 2.235e-01, eta: 1 day, 5:48:12, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3708, top5_acc: 0.6237, loss_cls: 2.9102, loss: 2.9102, grad_norm: 1.4353 2020-10-05 12:27:01,017 - mmaction - INFO - Epoch [150][640/999] lr: 2.235e-01, eta: 1 day, 5:47:52, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6082, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.4131 2020-10-05 12:27:20,945 - mmaction - INFO - Epoch [150][660/999] lr: 2.235e-01, eta: 1 day, 5:47:31, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3763, top5_acc: 0.6201, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.4038 2020-10-05 12:27:40,934 - mmaction - INFO - Epoch [150][680/999] lr: 2.235e-01, eta: 1 day, 5:47:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3775, top5_acc: 0.6249, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.4211 2020-10-05 12:28:00,899 - mmaction - INFO - Epoch [150][700/999] lr: 2.235e-01, eta: 1 day, 5:46:51, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3738, top5_acc: 0.6168, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.4176 2020-10-05 12:28:20,741 - mmaction - INFO - Epoch [150][720/999] lr: 2.235e-01, eta: 1 day, 5:46:30, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3747, top5_acc: 0.6280, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.4216 2020-10-05 12:28:40,606 - mmaction - INFO - Epoch [150][740/999] lr: 2.235e-01, eta: 1 day, 5:46:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3764, top5_acc: 0.6272, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.4310 2020-10-05 12:29:00,509 - mmaction - INFO - Epoch [150][760/999] lr: 2.235e-01, eta: 1 day, 5:45:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6191, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.4143 2020-10-05 12:29:20,497 - mmaction - INFO - Epoch [150][780/999] lr: 2.235e-01, eta: 1 day, 5:45:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3702, top5_acc: 0.6154, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.4198 2020-10-05 12:29:40,338 - mmaction - INFO - Epoch [150][800/999] lr: 2.235e-01, eta: 1 day, 5:45:09, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3686, top5_acc: 0.6146, loss_cls: 2.9256, loss: 2.9256, grad_norm: 1.4237 2020-10-05 12:30:00,235 - mmaction - INFO - Epoch [150][820/999] lr: 2.235e-01, eta: 1 day, 5:44:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3687, top5_acc: 0.6258, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.4490 2020-10-05 12:30:21,159 - mmaction - INFO - Epoch [150][840/999] lr: 2.235e-01, eta: 1 day, 5:44:29, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6202, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.4188 2020-10-05 12:30:41,044 - mmaction - INFO - Epoch [150][860/999] lr: 2.235e-01, eta: 1 day, 5:44:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3732, top5_acc: 0.6143, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.4213 2020-10-05 12:31:00,871 - mmaction - INFO - Epoch [150][880/999] lr: 2.235e-01, eta: 1 day, 5:43:48, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.3789, top5_acc: 0.6191, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.4065 2020-10-05 12:31:20,832 - mmaction - INFO - Epoch [150][900/999] lr: 2.235e-01, eta: 1 day, 5:43:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3717, top5_acc: 0.6163, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.4138 2020-10-05 12:31:40,675 - mmaction - INFO - Epoch [150][920/999] lr: 2.235e-01, eta: 1 day, 5:43:07, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3815, top5_acc: 0.6281, loss_cls: 2.8645, loss: 2.8645, grad_norm: 1.4193 2020-10-05 12:32:00,618 - mmaction - INFO - Epoch [150][940/999] lr: 2.235e-01, eta: 1 day, 5:42:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3842, top5_acc: 0.6319, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.4216 2020-10-05 12:32:20,447 - mmaction - INFO - Epoch [150][960/999] lr: 2.235e-01, eta: 1 day, 5:42:26, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3702, top5_acc: 0.6251, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.4382 2020-10-05 12:32:40,379 - mmaction - INFO - Epoch [150][980/999] lr: 2.235e-01, eta: 1 day, 5:42:06, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3773, top5_acc: 0.6204, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.4190 2020-10-05 12:33:49,496 - mmaction - INFO - Epoch [151][20/999] lr: 2.200e-01, eta: 1 day, 5:41:34, time: 2.508, data_time: 1.485, memory: 8478, top1_acc: 0.3833, top5_acc: 0.6359, loss_cls: 2.8291, loss: 2.8291, grad_norm: 1.4139 2020-10-05 12:34:09,153 - mmaction - INFO - Epoch [151][40/999] lr: 2.200e-01, eta: 1 day, 5:41:13, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.3829, top5_acc: 0.6309, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.4237 2020-10-05 12:34:28,901 - mmaction - INFO - Epoch [151][60/999] lr: 2.200e-01, eta: 1 day, 5:40:53, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.8049, loss: 2.8049, grad_norm: 1.4033 2020-10-05 12:34:48,748 - mmaction - INFO - Epoch [151][80/999] lr: 2.200e-01, eta: 1 day, 5:40:32, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3771, top5_acc: 0.6296, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.4158 2020-10-05 12:35:08,752 - mmaction - INFO - Epoch [151][100/999] lr: 2.200e-01, eta: 1 day, 5:40:12, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3799, top5_acc: 0.6303, loss_cls: 2.8419, loss: 2.8419, grad_norm: 1.4269 2020-10-05 12:35:28,639 - mmaction - INFO - Epoch [151][120/999] lr: 2.200e-01, eta: 1 day, 5:39:52, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3840, top5_acc: 0.6333, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.4192 2020-10-05 12:35:48,583 - mmaction - INFO - Epoch [151][140/999] lr: 2.200e-01, eta: 1 day, 5:39:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3710, top5_acc: 0.6178, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.4240 2020-10-05 12:36:08,554 - mmaction - INFO - Epoch [151][160/999] lr: 2.200e-01, eta: 1 day, 5:39:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3927, top5_acc: 0.6340, loss_cls: 2.8151, loss: 2.8151, grad_norm: 1.4295 2020-10-05 12:36:28,469 - mmaction - INFO - Epoch [151][180/999] lr: 2.200e-01, eta: 1 day, 5:38:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3736, top5_acc: 0.6270, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.4515 2020-10-05 12:36:48,430 - mmaction - INFO - Epoch [151][200/999] lr: 2.200e-01, eta: 1 day, 5:38:30, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3781, top5_acc: 0.6237, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.4305 2020-10-05 12:37:08,300 - mmaction - INFO - Epoch [151][220/999] lr: 2.200e-01, eta: 1 day, 5:38:10, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3786, top5_acc: 0.6309, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.4572 2020-10-05 12:37:28,232 - mmaction - INFO - Epoch [151][240/999] lr: 2.200e-01, eta: 1 day, 5:37:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3921, top5_acc: 0.6349, loss_cls: 2.8232, loss: 2.8232, grad_norm: 1.4210 2020-10-05 12:37:48,127 - mmaction - INFO - Epoch [151][260/999] lr: 2.200e-01, eta: 1 day, 5:37:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6214, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.4091 2020-10-05 12:38:08,166 - mmaction - INFO - Epoch [151][280/999] lr: 2.200e-01, eta: 1 day, 5:37:09, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3767, top5_acc: 0.6254, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.4080 2020-10-05 12:38:28,064 - mmaction - INFO - Epoch [151][300/999] lr: 2.200e-01, eta: 1 day, 5:36:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3736, top5_acc: 0.6210, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.4307 2020-10-05 12:38:47,950 - mmaction - INFO - Epoch [151][320/999] lr: 2.200e-01, eta: 1 day, 5:36:28, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3697, top5_acc: 0.6194, loss_cls: 2.9025, loss: 2.9025, grad_norm: 1.4221 2020-10-05 12:39:07,897 - mmaction - INFO - Epoch [151][340/999] lr: 2.200e-01, eta: 1 day, 5:36:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6246, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.4149 2020-10-05 12:39:27,736 - mmaction - INFO - Epoch [151][360/999] lr: 2.200e-01, eta: 1 day, 5:35:47, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6285, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.4208 2020-10-05 12:39:47,735 - mmaction - INFO - Epoch [151][380/999] lr: 2.200e-01, eta: 1 day, 5:35:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3793, top5_acc: 0.6241, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.4224 2020-10-05 12:40:07,741 - mmaction - INFO - Epoch [151][400/999] lr: 2.200e-01, eta: 1 day, 5:35:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3919, top5_acc: 0.6424, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.4262 2020-10-05 12:40:27,740 - mmaction - INFO - Epoch [151][420/999] lr: 2.200e-01, eta: 1 day, 5:34:46, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3852, top5_acc: 0.6296, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.4463 2020-10-05 12:40:47,633 - mmaction - INFO - Epoch [151][440/999] lr: 2.200e-01, eta: 1 day, 5:34:26, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3833, top5_acc: 0.6314, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.4244 2020-10-05 12:41:07,575 - mmaction - INFO - Epoch [151][460/999] lr: 2.200e-01, eta: 1 day, 5:34:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3776, top5_acc: 0.6283, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.4523 2020-10-05 12:41:27,592 - mmaction - INFO - Epoch [151][480/999] lr: 2.200e-01, eta: 1 day, 5:33:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3719, top5_acc: 0.6165, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.4447 2020-10-05 12:41:47,557 - mmaction - INFO - Epoch [151][500/999] lr: 2.200e-01, eta: 1 day, 5:33:25, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3699, top5_acc: 0.6234, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.4332 2020-10-05 12:42:07,550 - mmaction - INFO - Epoch [151][520/999] lr: 2.200e-01, eta: 1 day, 5:33:04, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6319, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.4315 2020-10-05 12:42:27,476 - mmaction - INFO - Epoch [151][540/999] lr: 2.200e-01, eta: 1 day, 5:32:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3814, top5_acc: 0.6298, loss_cls: 2.8346, loss: 2.8346, grad_norm: 1.4301 2020-10-05 12:42:47,438 - mmaction - INFO - Epoch [151][560/999] lr: 2.200e-01, eta: 1 day, 5:32:24, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3691, top5_acc: 0.6298, loss_cls: 2.8625, loss: 2.8625, grad_norm: 1.4130 2020-10-05 12:43:07,372 - mmaction - INFO - Epoch [151][580/999] lr: 2.200e-01, eta: 1 day, 5:32:03, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3870, top5_acc: 0.6367, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.4403 2020-10-05 12:43:27,325 - mmaction - INFO - Epoch [151][600/999] lr: 2.200e-01, eta: 1 day, 5:31:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3857, top5_acc: 0.6302, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.4426 2020-10-05 12:43:47,239 - mmaction - INFO - Epoch [151][620/999] lr: 2.200e-01, eta: 1 day, 5:31:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3712, top5_acc: 0.6159, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.4458 2020-10-05 12:44:07,116 - mmaction - INFO - Epoch [151][640/999] lr: 2.200e-01, eta: 1 day, 5:31:02, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6270, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.4202 2020-10-05 12:44:27,075 - mmaction - INFO - Epoch [151][660/999] lr: 2.200e-01, eta: 1 day, 5:30:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3898, top5_acc: 0.6405, loss_cls: 2.8131, loss: 2.8131, grad_norm: 1.4060 2020-10-05 12:44:47,060 - mmaction - INFO - Epoch [151][680/999] lr: 2.200e-01, eta: 1 day, 5:30:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3772, top5_acc: 0.6202, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.4410 2020-10-05 12:45:06,950 - mmaction - INFO - Epoch [151][700/999] lr: 2.200e-01, eta: 1 day, 5:30:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3833, top5_acc: 0.6284, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.4435 2020-10-05 12:45:26,813 - mmaction - INFO - Epoch [151][720/999] lr: 2.200e-01, eta: 1 day, 5:29:41, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3727, top5_acc: 0.6276, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.4246 2020-10-05 12:45:46,745 - mmaction - INFO - Epoch [151][740/999] lr: 2.200e-01, eta: 1 day, 5:29:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3819, top5_acc: 0.6320, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.4285 2020-10-05 12:46:06,746 - mmaction - INFO - Epoch [151][760/999] lr: 2.200e-01, eta: 1 day, 5:29:00, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3812, top5_acc: 0.6275, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.4387 2020-10-05 12:46:26,606 - mmaction - INFO - Epoch [151][780/999] lr: 2.200e-01, eta: 1 day, 5:28:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3762, top5_acc: 0.6276, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.4405 2020-10-05 12:46:46,552 - mmaction - INFO - Epoch [151][800/999] lr: 2.200e-01, eta: 1 day, 5:28:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3892, top5_acc: 0.6405, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.4242 2020-10-05 12:47:06,548 - mmaction - INFO - Epoch [151][820/999] lr: 2.200e-01, eta: 1 day, 5:27:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3850, top5_acc: 0.6270, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.4296 2020-10-05 12:47:26,453 - mmaction - INFO - Epoch [151][840/999] lr: 2.200e-01, eta: 1 day, 5:27:38, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3730, top5_acc: 0.6233, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.4486 2020-10-05 12:47:46,454 - mmaction - INFO - Epoch [151][860/999] lr: 2.200e-01, eta: 1 day, 5:27:18, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3759, top5_acc: 0.6251, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.4437 2020-10-05 12:48:06,471 - mmaction - INFO - Epoch [151][880/999] lr: 2.200e-01, eta: 1 day, 5:26:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3768, top5_acc: 0.6230, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.4256 2020-10-05 12:48:26,399 - mmaction - INFO - Epoch [151][900/999] lr: 2.200e-01, eta: 1 day, 5:26:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3801, top5_acc: 0.6286, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.4232 2020-10-05 12:48:46,362 - mmaction - INFO - Epoch [151][920/999] lr: 2.200e-01, eta: 1 day, 5:26:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3846, top5_acc: 0.6303, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.4048 2020-10-05 12:49:06,312 - mmaction - INFO - Epoch [151][940/999] lr: 2.200e-01, eta: 1 day, 5:25:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3751, top5_acc: 0.6298, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.4486 2020-10-05 12:49:26,187 - mmaction - INFO - Epoch [151][960/999] lr: 2.200e-01, eta: 1 day, 5:25:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.4365 2020-10-05 12:49:46,109 - mmaction - INFO - Epoch [151][980/999] lr: 2.200e-01, eta: 1 day, 5:25:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3746, top5_acc: 0.6229, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.4409 2020-10-05 12:50:55,326 - mmaction - INFO - Epoch [152][20/999] lr: 2.164e-01, eta: 1 day, 5:24:44, time: 2.503, data_time: 1.366, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6329, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.4246 2020-10-05 12:51:15,020 - mmaction - INFO - Epoch [152][40/999] lr: 2.164e-01, eta: 1 day, 5:24:23, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.3815, top5_acc: 0.6279, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.4356 2020-10-05 12:51:34,864 - mmaction - INFO - Epoch [152][60/999] lr: 2.164e-01, eta: 1 day, 5:24:03, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3917, top5_acc: 0.6337, loss_cls: 2.8022, loss: 2.8022, grad_norm: 1.4184 2020-10-05 12:51:54,760 - mmaction - INFO - Epoch [152][80/999] lr: 2.164e-01, eta: 1 day, 5:23:43, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3773, top5_acc: 0.6197, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.4361 2020-10-05 12:52:14,673 - mmaction - INFO - Epoch [152][100/999] lr: 2.164e-01, eta: 1 day, 5:23:22, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3810, top5_acc: 0.6342, loss_cls: 2.8440, loss: 2.8440, grad_norm: 1.4504 2020-10-05 12:52:34,713 - mmaction - INFO - Epoch [152][120/999] lr: 2.164e-01, eta: 1 day, 5:23:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6279, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.4169 2020-10-05 12:52:54,676 - mmaction - INFO - Epoch [152][140/999] lr: 2.164e-01, eta: 1 day, 5:22:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6309, loss_cls: 2.8429, loss: 2.8429, grad_norm: 1.4024 2020-10-05 12:53:14,641 - mmaction - INFO - Epoch [152][160/999] lr: 2.164e-01, eta: 1 day, 5:22:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3820, top5_acc: 0.6283, loss_cls: 2.8567, loss: 2.8567, grad_norm: 1.4469 2020-10-05 12:53:34,621 - mmaction - INFO - Epoch [152][180/999] lr: 2.164e-01, eta: 1 day, 5:22:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3908, top5_acc: 0.6348, loss_cls: 2.8308, loss: 2.8308, grad_norm: 1.4156 2020-10-05 12:53:54,591 - mmaction - INFO - Epoch [152][200/999] lr: 2.164e-01, eta: 1 day, 5:21:40, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3832, top5_acc: 0.6349, loss_cls: 2.8211, loss: 2.8211, grad_norm: 1.4184 2020-10-05 12:54:14,639 - mmaction - INFO - Epoch [152][220/999] lr: 2.164e-01, eta: 1 day, 5:21:20, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3771, top5_acc: 0.6315, loss_cls: 2.8402, loss: 2.8402, grad_norm: 1.4392 2020-10-05 12:54:34,553 - mmaction - INFO - Epoch [152][240/999] lr: 2.164e-01, eta: 1 day, 5:21:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3863, top5_acc: 0.6284, loss_cls: 2.8331, loss: 2.8331, grad_norm: 1.4290 2020-10-05 12:54:54,509 - mmaction - INFO - Epoch [152][260/999] lr: 2.164e-01, eta: 1 day, 5:20:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3962, top5_acc: 0.6436, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.4514 2020-10-05 12:55:14,356 - mmaction - INFO - Epoch [152][280/999] lr: 2.164e-01, eta: 1 day, 5:20:19, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3837, top5_acc: 0.6275, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.4486 2020-10-05 12:55:34,293 - mmaction - INFO - Epoch [152][300/999] lr: 2.164e-01, eta: 1 day, 5:19:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3928, top5_acc: 0.6358, loss_cls: 2.8361, loss: 2.8361, grad_norm: 1.4324 2020-10-05 12:55:54,264 - mmaction - INFO - Epoch [152][320/999] lr: 2.164e-01, eta: 1 day, 5:19:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3839, top5_acc: 0.6413, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.4355 2020-10-05 12:56:14,186 - mmaction - INFO - Epoch [152][340/999] lr: 2.164e-01, eta: 1 day, 5:19:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3829, top5_acc: 0.6355, loss_cls: 2.8371, loss: 2.8371, grad_norm: 1.4476 2020-10-05 12:56:34,104 - mmaction - INFO - Epoch [152][360/999] lr: 2.164e-01, eta: 1 day, 5:18:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3872, top5_acc: 0.6296, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.4516 2020-10-05 12:56:54,113 - mmaction - INFO - Epoch [152][380/999] lr: 2.164e-01, eta: 1 day, 5:18:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3771, top5_acc: 0.6301, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.4350 2020-10-05 12:57:13,974 - mmaction - INFO - Epoch [152][400/999] lr: 2.164e-01, eta: 1 day, 5:18:17, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3777, top5_acc: 0.6296, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.4603 2020-10-05 12:57:33,984 - mmaction - INFO - Epoch [152][420/999] lr: 2.164e-01, eta: 1 day, 5:17:57, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3822, top5_acc: 0.6332, loss_cls: 2.8519, loss: 2.8519, grad_norm: 1.4479 2020-10-05 12:57:53,929 - mmaction - INFO - Epoch [152][440/999] lr: 2.164e-01, eta: 1 day, 5:17:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3797, top5_acc: 0.6254, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4201 2020-10-05 12:58:13,841 - mmaction - INFO - Epoch [152][460/999] lr: 2.164e-01, eta: 1 day, 5:17:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3832, top5_acc: 0.6289, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.4508 2020-10-05 12:58:33,718 - mmaction - INFO - Epoch [152][480/999] lr: 2.164e-01, eta: 1 day, 5:16:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6309, loss_cls: 2.8471, loss: 2.8471, grad_norm: 1.4381 2020-10-05 12:58:53,659 - mmaction - INFO - Epoch [152][500/999] lr: 2.164e-01, eta: 1 day, 5:16:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3786, top5_acc: 0.6288, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.4446 2020-10-05 12:59:13,613 - mmaction - INFO - Epoch [152][520/999] lr: 2.164e-01, eta: 1 day, 5:16:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3734, top5_acc: 0.6223, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.4362 2020-10-05 12:59:33,459 - mmaction - INFO - Epoch [152][540/999] lr: 2.164e-01, eta: 1 day, 5:15:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6243, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.4343 2020-10-05 12:59:53,515 - mmaction - INFO - Epoch [152][560/999] lr: 2.164e-01, eta: 1 day, 5:15:34, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6329, loss_cls: 2.8214, loss: 2.8214, grad_norm: 1.4435 2020-10-05 13:00:15,450 - mmaction - INFO - Epoch [152][580/999] lr: 2.164e-01, eta: 1 day, 5:15:15, time: 1.097, data_time: 0.003, memory: 8478, top1_acc: 0.3853, top5_acc: 0.6342, loss_cls: 2.8207, loss: 2.8207, grad_norm: 1.4465 2020-10-05 13:00:35,430 - mmaction - INFO - Epoch [152][600/999] lr: 2.164e-01, eta: 1 day, 5:14:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8875, loss: 2.8875, grad_norm: 1.4524 2020-10-05 13:00:55,303 - mmaction - INFO - Epoch [152][620/999] lr: 2.164e-01, eta: 1 day, 5:14:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6259, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.4557 2020-10-05 13:01:15,220 - mmaction - INFO - Epoch [152][640/999] lr: 2.164e-01, eta: 1 day, 5:14:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3770, top5_acc: 0.6249, loss_cls: 2.8962, loss: 2.8962, grad_norm: 1.4301 2020-10-05 13:01:35,073 - mmaction - INFO - Epoch [152][660/999] lr: 2.164e-01, eta: 1 day, 5:13:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3801, top5_acc: 0.6331, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.4207 2020-10-05 13:01:54,887 - mmaction - INFO - Epoch [152][680/999] lr: 2.164e-01, eta: 1 day, 5:13:33, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3710, top5_acc: 0.6204, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.4545 2020-10-05 13:02:14,841 - mmaction - INFO - Epoch [152][700/999] lr: 2.164e-01, eta: 1 day, 5:13:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3760, top5_acc: 0.6273, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.4266 2020-10-05 13:02:34,735 - mmaction - INFO - Epoch [152][720/999] lr: 2.164e-01, eta: 1 day, 5:12:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3891, top5_acc: 0.6336, loss_cls: 2.8324, loss: 2.8324, grad_norm: 1.4279 2020-10-05 13:02:54,730 - mmaction - INFO - Epoch [152][740/999] lr: 2.164e-01, eta: 1 day, 5:12:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3788, top5_acc: 0.6215, loss_cls: 2.9133, loss: 2.9133, grad_norm: 1.4462 2020-10-05 13:03:14,588 - mmaction - INFO - Epoch [152][760/999] lr: 2.164e-01, eta: 1 day, 5:12:11, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3786, top5_acc: 0.6318, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.4387 2020-10-05 13:03:34,538 - mmaction - INFO - Epoch [152][780/999] lr: 2.164e-01, eta: 1 day, 5:11:51, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3785, top5_acc: 0.6224, loss_cls: 2.8761, loss: 2.8761, grad_norm: 1.4459 2020-10-05 13:03:54,455 - mmaction - INFO - Epoch [152][800/999] lr: 2.164e-01, eta: 1 day, 5:11:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3710, top5_acc: 0.6201, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.4576 2020-10-05 13:04:14,323 - mmaction - INFO - Epoch [152][820/999] lr: 2.164e-01, eta: 1 day, 5:11:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3753, top5_acc: 0.6225, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.4339 2020-10-05 13:04:34,273 - mmaction - INFO - Epoch [152][840/999] lr: 2.164e-01, eta: 1 day, 5:10:50, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3802, top5_acc: 0.6346, loss_cls: 2.8529, loss: 2.8529, grad_norm: 1.4290 2020-10-05 13:04:54,080 - mmaction - INFO - Epoch [152][860/999] lr: 2.164e-01, eta: 1 day, 5:10:29, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6257, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.4428 2020-10-05 13:05:13,990 - mmaction - INFO - Epoch [152][880/999] lr: 2.164e-01, eta: 1 day, 5:10:09, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6260, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.4381 2020-10-05 13:05:33,921 - mmaction - INFO - Epoch [152][900/999] lr: 2.164e-01, eta: 1 day, 5:09:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3816, top5_acc: 0.6302, loss_cls: 2.8390, loss: 2.8390, grad_norm: 1.4236 2020-10-05 13:05:53,869 - mmaction - INFO - Epoch [152][920/999] lr: 2.164e-01, eta: 1 day, 5:09:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3750, top5_acc: 0.6253, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.4387 2020-10-05 13:06:13,796 - mmaction - INFO - Epoch [152][940/999] lr: 2.164e-01, eta: 1 day, 5:09:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3889, top5_acc: 0.6258, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.4213 2020-10-05 13:06:33,765 - mmaction - INFO - Epoch [152][960/999] lr: 2.164e-01, eta: 1 day, 5:08:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3820, top5_acc: 0.6309, loss_cls: 2.8480, loss: 2.8480, grad_norm: 1.4543 2020-10-05 13:06:53,707 - mmaction - INFO - Epoch [152][980/999] lr: 2.164e-01, eta: 1 day, 5:08:27, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3822, top5_acc: 0.6289, loss_cls: 2.8533, loss: 2.8533, grad_norm: 1.4446 2020-10-05 13:07:14,345 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-10-05 13:08:31,260 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 13:08:32,894 - mmaction - INFO - top1_acc 0.4730 top5_acc 0.7346 2020-10-05 13:08:32,894 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 13:08:32,984 - mmaction - INFO - mean_acc 0.4716 2020-10-05 13:08:32,984 - mmaction - INFO - Now best checkpoint is epoch_152.pth 2020-10-05 13:08:33,001 - mmaction - INFO - Epoch(val) [152][999] top1_acc: 0.4730, top5_acc: 0.7346, mean_class_accuracy: 0.4716 2020-10-05 13:09:19,664 - mmaction - INFO - Epoch [153][20/999] lr: 2.129e-01, eta: 1 day, 5:07:53, time: 2.332, data_time: 1.296, memory: 8478, top1_acc: 0.3833, top5_acc: 0.6289, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.4434 2020-10-05 13:09:39,332 - mmaction - INFO - Epoch [153][40/999] lr: 2.129e-01, eta: 1 day, 5:07:32, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.3853, top5_acc: 0.6405, loss_cls: 2.7913, loss: 2.7913, grad_norm: 1.4364 2020-10-05 13:09:59,150 - mmaction - INFO - Epoch [153][60/999] lr: 2.129e-01, eta: 1 day, 5:07:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3809, top5_acc: 0.6346, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.4459 2020-10-05 13:10:18,968 - mmaction - INFO - Epoch [153][80/999] lr: 2.129e-01, eta: 1 day, 5:06:51, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3822, top5_acc: 0.6241, loss_cls: 2.8838, loss: 2.8838, grad_norm: 1.4303 2020-10-05 13:10:38,874 - mmaction - INFO - Epoch [153][100/999] lr: 2.129e-01, eta: 1 day, 5:06:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6324, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.4281 2020-10-05 13:10:58,770 - mmaction - INFO - Epoch [153][120/999] lr: 2.129e-01, eta: 1 day, 5:06:11, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3771, top5_acc: 0.6307, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.4358 2020-10-05 13:11:18,669 - mmaction - INFO - Epoch [153][140/999] lr: 2.129e-01, eta: 1 day, 5:05:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3850, top5_acc: 0.6233, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.4395 2020-10-05 13:11:38,722 - mmaction - INFO - Epoch [153][160/999] lr: 2.129e-01, eta: 1 day, 5:05:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3892, top5_acc: 0.6294, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.4350 2020-10-05 13:11:58,688 - mmaction - INFO - Epoch [153][180/999] lr: 2.129e-01, eta: 1 day, 5:05:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3837, top5_acc: 0.6273, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.4671 2020-10-05 13:12:18,684 - mmaction - INFO - Epoch [153][200/999] lr: 2.129e-01, eta: 1 day, 5:04:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6276, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.4542 2020-10-05 13:12:38,554 - mmaction - INFO - Epoch [153][220/999] lr: 2.129e-01, eta: 1 day, 5:04:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3867, top5_acc: 0.6306, loss_cls: 2.8374, loss: 2.8374, grad_norm: 1.4344 2020-10-05 13:12:58,547 - mmaction - INFO - Epoch [153][240/999] lr: 2.129e-01, eta: 1 day, 5:04:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3724, top5_acc: 0.6266, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.4340 2020-10-05 13:13:18,536 - mmaction - INFO - Epoch [153][260/999] lr: 2.129e-01, eta: 1 day, 5:03:48, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6340, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.4235 2020-10-05 13:13:38,360 - mmaction - INFO - Epoch [153][280/999] lr: 2.129e-01, eta: 1 day, 5:03:28, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.3853, top5_acc: 0.6379, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.4520 2020-10-05 13:13:58,262 - mmaction - INFO - Epoch [153][300/999] lr: 2.129e-01, eta: 1 day, 5:03:07, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3868, top5_acc: 0.6312, loss_cls: 2.8217, loss: 2.8217, grad_norm: 1.4433 2020-10-05 13:14:18,178 - mmaction - INFO - Epoch [153][320/999] lr: 2.129e-01, eta: 1 day, 5:02:47, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6314, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.4257 2020-10-05 13:14:38,117 - mmaction - INFO - Epoch [153][340/999] lr: 2.129e-01, eta: 1 day, 5:02:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3893, top5_acc: 0.6419, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.4317 2020-10-05 13:14:58,166 - mmaction - INFO - Epoch [153][360/999] lr: 2.129e-01, eta: 1 day, 5:02:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3861, top5_acc: 0.6345, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4557 2020-10-05 13:15:18,118 - mmaction - INFO - Epoch [153][380/999] lr: 2.129e-01, eta: 1 day, 5:01:46, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3835, top5_acc: 0.6247, loss_cls: 2.8751, loss: 2.8751, grad_norm: 1.4452 2020-10-05 13:15:38,050 - mmaction - INFO - Epoch [153][400/999] lr: 2.129e-01, eta: 1 day, 5:01:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6289, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.4431 2020-10-05 13:15:58,000 - mmaction - INFO - Epoch [153][420/999] lr: 2.129e-01, eta: 1 day, 5:01:05, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3878, top5_acc: 0.6331, loss_cls: 2.8262, loss: 2.8262, grad_norm: 1.4450 2020-10-05 13:16:17,940 - mmaction - INFO - Epoch [153][440/999] lr: 2.129e-01, eta: 1 day, 5:00:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6262, loss_cls: 2.8401, loss: 2.8401, grad_norm: 1.4464 2020-10-05 13:16:37,884 - mmaction - INFO - Epoch [153][460/999] lr: 2.129e-01, eta: 1 day, 5:00:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3815, top5_acc: 0.6273, loss_cls: 2.8593, loss: 2.8593, grad_norm: 1.4428 2020-10-05 13:16:57,877 - mmaction - INFO - Epoch [153][480/999] lr: 2.129e-01, eta: 1 day, 5:00:04, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6272, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.4350 2020-10-05 13:17:17,738 - mmaction - INFO - Epoch [153][500/999] lr: 2.129e-01, eta: 1 day, 4:59:44, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6370, loss_cls: 2.8215, loss: 2.8215, grad_norm: 1.4298 2020-10-05 13:17:37,788 - mmaction - INFO - Epoch [153][520/999] lr: 2.129e-01, eta: 1 day, 4:59:24, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.3906, top5_acc: 0.6352, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.4468 2020-10-05 13:17:57,744 - mmaction - INFO - Epoch [153][540/999] lr: 2.129e-01, eta: 1 day, 4:59:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6328, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.4477 2020-10-05 13:18:17,748 - mmaction - INFO - Epoch [153][560/999] lr: 2.129e-01, eta: 1 day, 4:58:43, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3742, top5_acc: 0.6236, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.4546 2020-10-05 13:18:37,674 - mmaction - INFO - Epoch [153][580/999] lr: 2.129e-01, eta: 1 day, 4:58:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6318, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.4278 2020-10-05 13:18:57,655 - mmaction - INFO - Epoch [153][600/999] lr: 2.129e-01, eta: 1 day, 4:58:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3794, top5_acc: 0.6286, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.4443 2020-10-05 13:19:17,585 - mmaction - INFO - Epoch [153][620/999] lr: 2.129e-01, eta: 1 day, 4:57:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3775, top5_acc: 0.6223, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.4287 2020-10-05 13:19:37,507 - mmaction - INFO - Epoch [153][640/999] lr: 2.129e-01, eta: 1 day, 4:57:21, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3857, top5_acc: 0.6404, loss_cls: 2.8039, loss: 2.8039, grad_norm: 1.4582 2020-10-05 13:19:57,354 - mmaction - INFO - Epoch [153][660/999] lr: 2.129e-01, eta: 1 day, 4:57:01, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3807, top5_acc: 0.6216, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.4691 2020-10-05 13:20:17,421 - mmaction - INFO - Epoch [153][680/999] lr: 2.129e-01, eta: 1 day, 4:56:41, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3741, top5_acc: 0.6221, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.4395 2020-10-05 13:20:37,454 - mmaction - INFO - Epoch [153][700/999] lr: 2.129e-01, eta: 1 day, 4:56:20, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3906, top5_acc: 0.6379, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.4422 2020-10-05 13:20:57,443 - mmaction - INFO - Epoch [153][720/999] lr: 2.129e-01, eta: 1 day, 4:56:00, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3836, top5_acc: 0.6315, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.4646 2020-10-05 13:21:17,380 - mmaction - INFO - Epoch [153][740/999] lr: 2.129e-01, eta: 1 day, 4:55:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3737, top5_acc: 0.6260, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.4361 2020-10-05 13:21:37,320 - mmaction - INFO - Epoch [153][760/999] lr: 2.129e-01, eta: 1 day, 4:55:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3793, top5_acc: 0.6189, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.4439 2020-10-05 13:21:57,209 - mmaction - INFO - Epoch [153][780/999] lr: 2.129e-01, eta: 1 day, 4:54:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.4514 2020-10-05 13:22:16,984 - mmaction - INFO - Epoch [153][800/999] lr: 2.129e-01, eta: 1 day, 4:54:38, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3814, top5_acc: 0.6225, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.4263 2020-10-05 13:22:36,954 - mmaction - INFO - Epoch [153][820/999] lr: 2.129e-01, eta: 1 day, 4:54:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3885, top5_acc: 0.6367, loss_cls: 2.8027, loss: 2.8027, grad_norm: 1.4526 2020-10-05 13:22:56,894 - mmaction - INFO - Epoch [153][840/999] lr: 2.129e-01, eta: 1 day, 4:53:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3784, top5_acc: 0.6357, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.4625 2020-10-05 13:23:16,786 - mmaction - INFO - Epoch [153][860/999] lr: 2.129e-01, eta: 1 day, 4:53:37, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3798, top5_acc: 0.6267, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.4444 2020-10-05 13:23:36,749 - mmaction - INFO - Epoch [153][880/999] lr: 2.129e-01, eta: 1 day, 4:53:17, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3868, top5_acc: 0.6316, loss_cls: 2.8279, loss: 2.8279, grad_norm: 1.4494 2020-10-05 13:23:56,735 - mmaction - INFO - Epoch [153][900/999] lr: 2.129e-01, eta: 1 day, 4:52:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3775, top5_acc: 0.6262, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.4583 2020-10-05 13:24:16,673 - mmaction - INFO - Epoch [153][920/999] lr: 2.129e-01, eta: 1 day, 4:52:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6362, loss_cls: 2.8148, loss: 2.8148, grad_norm: 1.4387 2020-10-05 13:24:36,634 - mmaction - INFO - Epoch [153][940/999] lr: 2.129e-01, eta: 1 day, 4:52:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3849, top5_acc: 0.6307, loss_cls: 2.8255, loss: 2.8255, grad_norm: 1.4359 2020-10-05 13:24:56,630 - mmaction - INFO - Epoch [153][960/999] lr: 2.129e-01, eta: 1 day, 4:51:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3720, top5_acc: 0.6190, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.4619 2020-10-05 13:25:16,532 - mmaction - INFO - Epoch [153][980/999] lr: 2.129e-01, eta: 1 day, 4:51:35, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3749, top5_acc: 0.6227, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.4536 2020-10-05 13:26:25,240 - mmaction - INFO - Epoch [154][20/999] lr: 2.094e-01, eta: 1 day, 4:51:03, time: 2.473, data_time: 1.465, memory: 8478, top1_acc: 0.3883, top5_acc: 0.6336, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.4674 2020-10-05 13:26:45,020 - mmaction - INFO - Epoch [154][40/999] lr: 2.094e-01, eta: 1 day, 4:50:42, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6389, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.4679 2020-10-05 13:27:04,906 - mmaction - INFO - Epoch [154][60/999] lr: 2.094e-01, eta: 1 day, 4:50:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6303, loss_cls: 2.8267, loss: 2.8267, grad_norm: 1.4609 2020-10-05 13:27:24,765 - mmaction - INFO - Epoch [154][80/999] lr: 2.094e-01, eta: 1 day, 4:50:01, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3891, top5_acc: 0.6366, loss_cls: 2.8159, loss: 2.8159, grad_norm: 1.4405 2020-10-05 13:27:44,733 - mmaction - INFO - Epoch [154][100/999] lr: 2.094e-01, eta: 1 day, 4:49:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6326, loss_cls: 2.8449, loss: 2.8449, grad_norm: 1.4782 2020-10-05 13:28:04,660 - mmaction - INFO - Epoch [154][120/999] lr: 2.094e-01, eta: 1 day, 4:49:21, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6349, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.4539 2020-10-05 13:28:24,604 - mmaction - INFO - Epoch [154][140/999] lr: 2.094e-01, eta: 1 day, 4:49:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3849, top5_acc: 0.6413, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.4675 2020-10-05 13:28:44,553 - mmaction - INFO - Epoch [154][160/999] lr: 2.094e-01, eta: 1 day, 4:48:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3768, top5_acc: 0.6241, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.4580 2020-10-05 13:29:04,504 - mmaction - INFO - Epoch [154][180/999] lr: 2.094e-01, eta: 1 day, 4:48:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3758, top5_acc: 0.6267, loss_cls: 2.8416, loss: 2.8416, grad_norm: 1.4709 2020-10-05 13:29:24,477 - mmaction - INFO - Epoch [154][200/999] lr: 2.094e-01, eta: 1 day, 4:47:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3805, top5_acc: 0.6335, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.4680 2020-10-05 13:29:44,468 - mmaction - INFO - Epoch [154][220/999] lr: 2.094e-01, eta: 1 day, 4:47:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6286, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.4431 2020-10-05 13:30:04,332 - mmaction - INFO - Epoch [154][240/999] lr: 2.094e-01, eta: 1 day, 4:47:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8197, loss: 2.8197, grad_norm: 1.4365 2020-10-05 13:30:25,101 - mmaction - INFO - Epoch [154][260/999] lr: 2.094e-01, eta: 1 day, 4:46:59, time: 1.039, data_time: 0.002, memory: 8478, top1_acc: 0.3749, top5_acc: 0.6275, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.4537 2020-10-05 13:30:45,057 - mmaction - INFO - Epoch [154][280/999] lr: 2.094e-01, eta: 1 day, 4:46:38, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3905, top5_acc: 0.6376, loss_cls: 2.8150, loss: 2.8150, grad_norm: 1.4583 2020-10-05 13:31:05,038 - mmaction - INFO - Epoch [154][300/999] lr: 2.094e-01, eta: 1 day, 4:46:18, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3892, top5_acc: 0.6355, loss_cls: 2.8139, loss: 2.8139, grad_norm: 1.4421 2020-10-05 13:31:25,083 - mmaction - INFO - Epoch [154][320/999] lr: 2.094e-01, eta: 1 day, 4:45:58, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3969, top5_acc: 0.6424, loss_cls: 2.7893, loss: 2.7893, grad_norm: 1.4419 2020-10-05 13:31:45,091 - mmaction - INFO - Epoch [154][340/999] lr: 2.094e-01, eta: 1 day, 4:45:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3876, top5_acc: 0.6401, loss_cls: 2.7998, loss: 2.7998, grad_norm: 1.4972 2020-10-05 13:32:05,121 - mmaction - INFO - Epoch [154][360/999] lr: 2.094e-01, eta: 1 day, 4:45:17, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3885, top5_acc: 0.6275, loss_cls: 2.8568, loss: 2.8568, grad_norm: 1.4703 2020-10-05 13:32:25,037 - mmaction - INFO - Epoch [154][380/999] lr: 2.094e-01, eta: 1 day, 4:44:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3850, top5_acc: 0.6397, loss_cls: 2.8296, loss: 2.8296, grad_norm: 1.4663 2020-10-05 13:32:44,837 - mmaction - INFO - Epoch [154][400/999] lr: 2.094e-01, eta: 1 day, 4:44:36, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3904, top5_acc: 0.6339, loss_cls: 2.8280, loss: 2.8280, grad_norm: 1.4564 2020-10-05 13:33:04,776 - mmaction - INFO - Epoch [154][420/999] lr: 2.094e-01, eta: 1 day, 4:44:16, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3820, top5_acc: 0.6254, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.4840 2020-10-05 13:33:24,810 - mmaction - INFO - Epoch [154][440/999] lr: 2.094e-01, eta: 1 day, 4:43:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3820, top5_acc: 0.6306, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.4521 2020-10-05 13:33:44,743 - mmaction - INFO - Epoch [154][460/999] lr: 2.094e-01, eta: 1 day, 4:43:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3908, top5_acc: 0.6365, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.4594 2020-10-05 13:34:04,743 - mmaction - INFO - Epoch [154][480/999] lr: 2.094e-01, eta: 1 day, 4:43:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3733, top5_acc: 0.6189, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.4877 2020-10-05 13:34:24,658 - mmaction - INFO - Epoch [154][500/999] lr: 2.094e-01, eta: 1 day, 4:42:55, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3857, top5_acc: 0.6312, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.4416 2020-10-05 13:34:44,527 - mmaction - INFO - Epoch [154][520/999] lr: 2.094e-01, eta: 1 day, 4:42:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3849, top5_acc: 0.6367, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.4429 2020-10-05 13:35:04,446 - mmaction - INFO - Epoch [154][540/999] lr: 2.094e-01, eta: 1 day, 4:42:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6367, loss_cls: 2.8022, loss: 2.8022, grad_norm: 1.4387 2020-10-05 13:35:24,321 - mmaction - INFO - Epoch [154][560/999] lr: 2.094e-01, eta: 1 day, 4:41:53, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3855, top5_acc: 0.6339, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4690 2020-10-05 13:35:44,299 - mmaction - INFO - Epoch [154][580/999] lr: 2.094e-01, eta: 1 day, 4:41:33, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6312, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.4382 2020-10-05 13:36:04,200 - mmaction - INFO - Epoch [154][600/999] lr: 2.094e-01, eta: 1 day, 4:41:13, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6337, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.4571 2020-10-05 13:36:24,189 - mmaction - INFO - Epoch [154][620/999] lr: 2.094e-01, eta: 1 day, 4:40:52, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3747, top5_acc: 0.6259, loss_cls: 2.8675, loss: 2.8675, grad_norm: 1.4751 2020-10-05 13:36:44,020 - mmaction - INFO - Epoch [154][640/999] lr: 2.094e-01, eta: 1 day, 4:40:32, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3872, top5_acc: 0.6254, loss_cls: 2.8679, loss: 2.8679, grad_norm: 1.4523 2020-10-05 13:37:03,892 - mmaction - INFO - Epoch [154][660/999] lr: 2.094e-01, eta: 1 day, 4:40:12, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3784, top5_acc: 0.6272, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.4549 2020-10-05 13:37:23,779 - mmaction - INFO - Epoch [154][680/999] lr: 2.094e-01, eta: 1 day, 4:39:51, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3839, top5_acc: 0.6271, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.4613 2020-10-05 13:37:43,827 - mmaction - INFO - Epoch [154][700/999] lr: 2.094e-01, eta: 1 day, 4:39:31, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3753, top5_acc: 0.6290, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.4608 2020-10-05 13:38:03,734 - mmaction - INFO - Epoch [154][720/999] lr: 2.094e-01, eta: 1 day, 4:39:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3839, top5_acc: 0.6289, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.4638 2020-10-05 13:38:23,734 - mmaction - INFO - Epoch [154][740/999] lr: 2.094e-01, eta: 1 day, 4:38:50, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3803, top5_acc: 0.6255, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.4476 2020-10-05 13:38:43,711 - mmaction - INFO - Epoch [154][760/999] lr: 2.094e-01, eta: 1 day, 4:38:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3939, top5_acc: 0.6324, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.4083 2020-10-05 13:39:03,709 - mmaction - INFO - Epoch [154][780/999] lr: 2.094e-01, eta: 1 day, 4:38:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3855, top5_acc: 0.6253, loss_cls: 2.8652, loss: 2.8652, grad_norm: 1.4626 2020-10-05 13:39:23,522 - mmaction - INFO - Epoch [154][800/999] lr: 2.094e-01, eta: 1 day, 4:37:49, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3773, top5_acc: 0.6257, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.4488 2020-10-05 13:39:43,420 - mmaction - INFO - Epoch [154][820/999] lr: 2.094e-01, eta: 1 day, 4:37:29, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3954, top5_acc: 0.6345, loss_cls: 2.8276, loss: 2.8276, grad_norm: 1.4323 2020-10-05 13:40:03,377 - mmaction - INFO - Epoch [154][840/999] lr: 2.094e-01, eta: 1 day, 4:37:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3892, top5_acc: 0.6359, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.4598 2020-10-05 13:40:23,273 - mmaction - INFO - Epoch [154][860/999] lr: 2.094e-01, eta: 1 day, 4:36:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3882, top5_acc: 0.6322, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.4460 2020-10-05 13:40:43,148 - mmaction - INFO - Epoch [154][880/999] lr: 2.094e-01, eta: 1 day, 4:36:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3751, top5_acc: 0.6207, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.4441 2020-10-05 13:41:03,131 - mmaction - INFO - Epoch [154][900/999] lr: 2.094e-01, eta: 1 day, 4:36:07, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3880, top5_acc: 0.6376, loss_cls: 2.8059, loss: 2.8059, grad_norm: 1.4444 2020-10-05 13:41:22,995 - mmaction - INFO - Epoch [154][920/999] lr: 2.094e-01, eta: 1 day, 4:35:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3854, top5_acc: 0.6293, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.4543 2020-10-05 13:41:43,011 - mmaction - INFO - Epoch [154][940/999] lr: 2.094e-01, eta: 1 day, 4:35:27, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.3875, top5_acc: 0.6293, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.4578 2020-10-05 13:42:02,931 - mmaction - INFO - Epoch [154][960/999] lr: 2.094e-01, eta: 1 day, 4:35:06, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3822, top5_acc: 0.6245, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.4600 2020-10-05 13:42:22,887 - mmaction - INFO - Epoch [154][980/999] lr: 2.094e-01, eta: 1 day, 4:34:46, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3783, top5_acc: 0.6284, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.4538 2020-10-05 13:43:31,281 - mmaction - INFO - Epoch [155][20/999] lr: 2.059e-01, eta: 1 day, 4:34:13, time: 2.468, data_time: 1.295, memory: 8478, top1_acc: 0.3852, top5_acc: 0.6362, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.4579 2020-10-05 13:43:50,977 - mmaction - INFO - Epoch [155][40/999] lr: 2.059e-01, eta: 1 day, 4:33:53, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3819, top5_acc: 0.6383, loss_cls: 2.8179, loss: 2.8179, grad_norm: 1.4502 2020-10-05 13:44:10,777 - mmaction - INFO - Epoch [155][60/999] lr: 2.059e-01, eta: 1 day, 4:33:32, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3865, top5_acc: 0.6418, loss_cls: 2.8159, loss: 2.8159, grad_norm: 1.4843 2020-10-05 13:44:30,709 - mmaction - INFO - Epoch [155][80/999] lr: 2.059e-01, eta: 1 day, 4:33:12, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6340, loss_cls: 2.8372, loss: 2.8372, grad_norm: 1.4647 2020-10-05 13:44:50,658 - mmaction - INFO - Epoch [155][100/999] lr: 2.059e-01, eta: 1 day, 4:32:51, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6435, loss_cls: 2.7920, loss: 2.7920, grad_norm: 1.4676 2020-10-05 13:45:10,557 - mmaction - INFO - Epoch [155][120/999] lr: 2.059e-01, eta: 1 day, 4:32:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6447, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.4546 2020-10-05 13:45:30,494 - mmaction - INFO - Epoch [155][140/999] lr: 2.059e-01, eta: 1 day, 4:32:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3974, top5_acc: 0.6424, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.4704 2020-10-05 13:45:50,458 - mmaction - INFO - Epoch [155][160/999] lr: 2.059e-01, eta: 1 day, 4:31:50, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3852, top5_acc: 0.6413, loss_cls: 2.8026, loss: 2.8026, grad_norm: 1.4486 2020-10-05 13:46:10,441 - mmaction - INFO - Epoch [155][180/999] lr: 2.059e-01, eta: 1 day, 4:31:30, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6449, loss_cls: 2.7787, loss: 2.7787, grad_norm: 1.4777 2020-10-05 13:46:30,421 - mmaction - INFO - Epoch [155][200/999] lr: 2.059e-01, eta: 1 day, 4:31:10, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3932, top5_acc: 0.6349, loss_cls: 2.8198, loss: 2.8198, grad_norm: 1.4572 2020-10-05 13:46:50,226 - mmaction - INFO - Epoch [155][220/999] lr: 2.059e-01, eta: 1 day, 4:30:49, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3818, top5_acc: 0.6327, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.4800 2020-10-05 13:47:10,171 - mmaction - INFO - Epoch [155][240/999] lr: 2.059e-01, eta: 1 day, 4:30:29, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3816, top5_acc: 0.6324, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.4448 2020-10-05 13:47:30,038 - mmaction - INFO - Epoch [155][260/999] lr: 2.059e-01, eta: 1 day, 4:30:08, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6311, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.4645 2020-10-05 13:47:50,016 - mmaction - INFO - Epoch [155][280/999] lr: 2.059e-01, eta: 1 day, 4:29:48, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3878, top5_acc: 0.6344, loss_cls: 2.8215, loss: 2.8215, grad_norm: 1.4525 2020-10-05 13:48:09,906 - mmaction - INFO - Epoch [155][300/999] lr: 2.059e-01, eta: 1 day, 4:29:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3840, top5_acc: 0.6285, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.4530 2020-10-05 13:48:29,808 - mmaction - INFO - Epoch [155][320/999] lr: 2.059e-01, eta: 1 day, 4:29:07, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3914, top5_acc: 0.6426, loss_cls: 2.7999, loss: 2.7999, grad_norm: 1.4351 2020-10-05 13:48:49,778 - mmaction - INFO - Epoch [155][340/999] lr: 2.059e-01, eta: 1 day, 4:28:47, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3780, top5_acc: 0.6305, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.4525 2020-10-05 13:49:09,733 - mmaction - INFO - Epoch [155][360/999] lr: 2.059e-01, eta: 1 day, 4:28:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3815, top5_acc: 0.6289, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.4805 2020-10-05 13:49:29,671 - mmaction - INFO - Epoch [155][380/999] lr: 2.059e-01, eta: 1 day, 4:28:06, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3878, top5_acc: 0.6374, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.4611 2020-10-05 13:49:49,577 - mmaction - INFO - Epoch [155][400/999] lr: 2.059e-01, eta: 1 day, 4:27:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3947, top5_acc: 0.6396, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.4495 2020-10-05 13:50:09,533 - mmaction - INFO - Epoch [155][420/999] lr: 2.059e-01, eta: 1 day, 4:27:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3853, top5_acc: 0.6270, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.4583 2020-10-05 13:50:29,391 - mmaction - INFO - Epoch [155][440/999] lr: 2.059e-01, eta: 1 day, 4:27:05, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3848, top5_acc: 0.6283, loss_cls: 2.8663, loss: 2.8663, grad_norm: 1.4665 2020-10-05 13:50:49,422 - mmaction - INFO - Epoch [155][460/999] lr: 2.059e-01, eta: 1 day, 4:26:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6355, loss_cls: 2.8272, loss: 2.8272, grad_norm: 1.4661 2020-10-05 13:51:09,489 - mmaction - INFO - Epoch [155][480/999] lr: 2.059e-01, eta: 1 day, 4:26:25, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6316, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.4645 2020-10-05 13:51:29,354 - mmaction - INFO - Epoch [155][500/999] lr: 2.059e-01, eta: 1 day, 4:26:04, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3772, top5_acc: 0.6277, loss_cls: 2.8564, loss: 2.8564, grad_norm: 1.4806 2020-10-05 13:51:49,196 - mmaction - INFO - Epoch [155][520/999] lr: 2.059e-01, eta: 1 day, 4:25:44, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3861, top5_acc: 0.6389, loss_cls: 2.8176, loss: 2.8176, grad_norm: 1.4602 2020-10-05 13:52:09,057 - mmaction - INFO - Epoch [155][540/999] lr: 2.059e-01, eta: 1 day, 4:25:23, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3871, top5_acc: 0.6322, loss_cls: 2.8313, loss: 2.8313, grad_norm: 1.4429 2020-10-05 13:52:29,050 - mmaction - INFO - Epoch [155][560/999] lr: 2.059e-01, eta: 1 day, 4:25:03, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3793, top5_acc: 0.6286, loss_cls: 2.8684, loss: 2.8684, grad_norm: 1.4623 2020-10-05 13:52:48,938 - mmaction - INFO - Epoch [155][580/999] lr: 2.059e-01, eta: 1 day, 4:24:43, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3882, top5_acc: 0.6402, loss_cls: 2.8206, loss: 2.8206, grad_norm: 1.4480 2020-10-05 13:53:08,910 - mmaction - INFO - Epoch [155][600/999] lr: 2.059e-01, eta: 1 day, 4:24:22, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3962, top5_acc: 0.6417, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.4712 2020-10-05 13:53:28,885 - mmaction - INFO - Epoch [155][620/999] lr: 2.059e-01, eta: 1 day, 4:24:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3806, top5_acc: 0.6253, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.4708 2020-10-05 13:53:48,770 - mmaction - INFO - Epoch [155][640/999] lr: 2.059e-01, eta: 1 day, 4:23:42, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3944, top5_acc: 0.6363, loss_cls: 2.8088, loss: 2.8088, grad_norm: 1.4652 2020-10-05 13:54:08,742 - mmaction - INFO - Epoch [155][660/999] lr: 2.059e-01, eta: 1 day, 4:23:21, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.8837, loss: 2.8837, grad_norm: 1.4779 2020-10-05 13:54:28,624 - mmaction - INFO - Epoch [155][680/999] lr: 2.059e-01, eta: 1 day, 4:23:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3771, top5_acc: 0.6238, loss_cls: 2.8864, loss: 2.8864, grad_norm: 1.4615 2020-10-05 13:54:48,589 - mmaction - INFO - Epoch [155][700/999] lr: 2.059e-01, eta: 1 day, 4:22:41, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6262, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.4546 2020-10-05 13:55:08,456 - mmaction - INFO - Epoch [155][720/999] lr: 2.059e-01, eta: 1 day, 4:22:20, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6415, loss_cls: 2.7930, loss: 2.7930, grad_norm: 1.4697 2020-10-05 13:55:28,458 - mmaction - INFO - Epoch [155][740/999] lr: 2.059e-01, eta: 1 day, 4:22:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3798, top5_acc: 0.6210, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.4692 2020-10-05 13:55:48,351 - mmaction - INFO - Epoch [155][760/999] lr: 2.059e-01, eta: 1 day, 4:21:39, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3797, top5_acc: 0.6268, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.4468 2020-10-05 13:56:08,399 - mmaction - INFO - Epoch [155][780/999] lr: 2.059e-01, eta: 1 day, 4:21:19, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3863, top5_acc: 0.6283, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.4723 2020-10-05 13:56:28,362 - mmaction - INFO - Epoch [155][800/999] lr: 2.059e-01, eta: 1 day, 4:20:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3961, top5_acc: 0.6344, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.4549 2020-10-05 13:56:48,116 - mmaction - INFO - Epoch [155][820/999] lr: 2.059e-01, eta: 1 day, 4:20:38, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3854, top5_acc: 0.6288, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.4797 2020-10-05 13:57:07,992 - mmaction - INFO - Epoch [155][840/999] lr: 2.059e-01, eta: 1 day, 4:20:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6339, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.4793 2020-10-05 13:57:28,044 - mmaction - INFO - Epoch [155][860/999] lr: 2.059e-01, eta: 1 day, 4:19:58, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3802, top5_acc: 0.6258, loss_cls: 2.8550, loss: 2.8550, grad_norm: 1.4675 2020-10-05 13:57:47,916 - mmaction - INFO - Epoch [155][880/999] lr: 2.059e-01, eta: 1 day, 4:19:37, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3889, top5_acc: 0.6327, loss_cls: 2.8053, loss: 2.8053, grad_norm: 1.4539 2020-10-05 13:58:07,865 - mmaction - INFO - Epoch [155][900/999] lr: 2.059e-01, eta: 1 day, 4:19:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3861, top5_acc: 0.6307, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.4758 2020-10-05 13:58:27,937 - mmaction - INFO - Epoch [155][920/999] lr: 2.059e-01, eta: 1 day, 4:18:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3828, top5_acc: 0.6288, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.4790 2020-10-05 13:58:47,893 - mmaction - INFO - Epoch [155][940/999] lr: 2.059e-01, eta: 1 day, 4:18:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3783, top5_acc: 0.6332, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.4676 2020-10-05 13:59:07,766 - mmaction - INFO - Epoch [155][960/999] lr: 2.059e-01, eta: 1 day, 4:18:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3895, top5_acc: 0.6335, loss_cls: 2.8370, loss: 2.8370, grad_norm: 1.4662 2020-10-05 13:59:27,781 - mmaction - INFO - Epoch [155][980/999] lr: 2.059e-01, eta: 1 day, 4:17:56, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3874, top5_acc: 0.6392, loss_cls: 2.8116, loss: 2.8116, grad_norm: 1.4529 2020-10-05 14:00:46,569 - mmaction - INFO - Epoch [156][20/999] lr: 2.024e-01, eta: 1 day, 4:17:29, time: 2.974, data_time: 1.933, memory: 8478, top1_acc: 0.3802, top5_acc: 0.6286, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.4884 2020-10-05 14:01:06,247 - mmaction - INFO - Epoch [156][40/999] lr: 2.024e-01, eta: 1 day, 4:17:09, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.3777, top5_acc: 0.6328, loss_cls: 2.8383, loss: 2.8383, grad_norm: 1.4682 2020-10-05 14:01:26,136 - mmaction - INFO - Epoch [156][60/999] lr: 2.024e-01, eta: 1 day, 4:16:48, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3887, top5_acc: 0.6380, loss_cls: 2.8060, loss: 2.8060, grad_norm: 1.4500 2020-10-05 14:01:46,010 - mmaction - INFO - Epoch [156][80/999] lr: 2.024e-01, eta: 1 day, 4:16:28, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3940, top5_acc: 0.6401, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.4506 2020-10-05 14:02:05,915 - mmaction - INFO - Epoch [156][100/999] lr: 2.024e-01, eta: 1 day, 4:16:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3884, top5_acc: 0.6387, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.4725 2020-10-05 14:02:25,775 - mmaction - INFO - Epoch [156][120/999] lr: 2.024e-01, eta: 1 day, 4:15:47, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3848, top5_acc: 0.6366, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.4936 2020-10-05 14:02:45,775 - mmaction - INFO - Epoch [156][140/999] lr: 2.024e-01, eta: 1 day, 4:15:27, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6299, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.4811 2020-10-05 14:03:05,725 - mmaction - INFO - Epoch [156][160/999] lr: 2.024e-01, eta: 1 day, 4:15:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3819, top5_acc: 0.6262, loss_cls: 2.8604, loss: 2.8604, grad_norm: 1.4878 2020-10-05 14:03:25,710 - mmaction - INFO - Epoch [156][180/999] lr: 2.024e-01, eta: 1 day, 4:14:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3882, top5_acc: 0.6355, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.4580 2020-10-05 14:03:45,648 - mmaction - INFO - Epoch [156][200/999] lr: 2.024e-01, eta: 1 day, 4:14:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6410, loss_cls: 2.7912, loss: 2.7912, grad_norm: 1.4312 2020-10-05 14:04:05,629 - mmaction - INFO - Epoch [156][220/999] lr: 2.024e-01, eta: 1 day, 4:14:06, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7788, loss: 2.7788, grad_norm: 1.4510 2020-10-05 14:04:25,574 - mmaction - INFO - Epoch [156][240/999] lr: 2.024e-01, eta: 1 day, 4:13:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6385, loss_cls: 2.7995, loss: 2.7995, grad_norm: 1.4872 2020-10-05 14:04:45,602 - mmaction - INFO - Epoch [156][260/999] lr: 2.024e-01, eta: 1 day, 4:13:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3919, top5_acc: 0.6432, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.4693 2020-10-05 14:05:05,560 - mmaction - INFO - Epoch [156][280/999] lr: 2.024e-01, eta: 1 day, 4:13:05, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3820, top5_acc: 0.6264, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.4738 2020-10-05 14:05:25,553 - mmaction - INFO - Epoch [156][300/999] lr: 2.024e-01, eta: 1 day, 4:12:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6328, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.4716 2020-10-05 14:05:45,486 - mmaction - INFO - Epoch [156][320/999] lr: 2.024e-01, eta: 1 day, 4:12:24, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3889, top5_acc: 0.6314, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.4426 2020-10-05 14:06:05,346 - mmaction - INFO - Epoch [156][340/999] lr: 2.024e-01, eta: 1 day, 4:12:03, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3866, top5_acc: 0.6333, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.4760 2020-10-05 14:06:25,373 - mmaction - INFO - Epoch [156][360/999] lr: 2.024e-01, eta: 1 day, 4:11:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3952, top5_acc: 0.6362, loss_cls: 2.8140, loss: 2.8140, grad_norm: 1.4592 2020-10-05 14:06:45,342 - mmaction - INFO - Epoch [156][380/999] lr: 2.024e-01, eta: 1 day, 4:11:23, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3885, top5_acc: 0.6270, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.4621 2020-10-05 14:07:05,300 - mmaction - INFO - Epoch [156][400/999] lr: 2.024e-01, eta: 1 day, 4:11:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6292, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.4766 2020-10-05 14:07:25,067 - mmaction - INFO - Epoch [156][420/999] lr: 2.024e-01, eta: 1 day, 4:10:42, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.3913, top5_acc: 0.6405, loss_cls: 2.7932, loss: 2.7932, grad_norm: 1.4632 2020-10-05 14:07:44,929 - mmaction - INFO - Epoch [156][440/999] lr: 2.024e-01, eta: 1 day, 4:10:22, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3822, top5_acc: 0.6288, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.4895 2020-10-05 14:08:04,891 - mmaction - INFO - Epoch [156][460/999] lr: 2.024e-01, eta: 1 day, 4:10:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6284, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.4600 2020-10-05 14:08:24,894 - mmaction - INFO - Epoch [156][480/999] lr: 2.024e-01, eta: 1 day, 4:09:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3987, top5_acc: 0.6418, loss_cls: 2.7740, loss: 2.7740, grad_norm: 1.4661 2020-10-05 14:08:44,818 - mmaction - INFO - Epoch [156][500/999] lr: 2.024e-01, eta: 1 day, 4:09:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4036, top5_acc: 0.6462, loss_cls: 2.7625, loss: 2.7625, grad_norm: 1.4742 2020-10-05 14:09:04,758 - mmaction - INFO - Epoch [156][520/999] lr: 2.024e-01, eta: 1 day, 4:09:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3861, top5_acc: 0.6408, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.4902 2020-10-05 14:09:24,609 - mmaction - INFO - Epoch [156][540/999] lr: 2.024e-01, eta: 1 day, 4:08:40, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3897, top5_acc: 0.6340, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.4892 2020-10-05 14:09:44,596 - mmaction - INFO - Epoch [156][560/999] lr: 2.024e-01, eta: 1 day, 4:08:20, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.3835, top5_acc: 0.6268, loss_cls: 2.8549, loss: 2.8549, grad_norm: 1.4894 2020-10-05 14:10:04,539 - mmaction - INFO - Epoch [156][580/999] lr: 2.024e-01, eta: 1 day, 4:07:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3850, top5_acc: 0.6311, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.4843 2020-10-05 14:10:24,453 - mmaction - INFO - Epoch [156][600/999] lr: 2.024e-01, eta: 1 day, 4:07:39, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6398, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.4573 2020-10-05 14:10:44,341 - mmaction - INFO - Epoch [156][620/999] lr: 2.024e-01, eta: 1 day, 4:07:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3892, top5_acc: 0.6285, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.4696 2020-10-05 14:11:04,309 - mmaction - INFO - Epoch [156][640/999] lr: 2.024e-01, eta: 1 day, 4:06:58, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3892, top5_acc: 0.6392, loss_cls: 2.8223, loss: 2.8223, grad_norm: 1.4644 2020-10-05 14:11:24,296 - mmaction - INFO - Epoch [156][660/999] lr: 2.024e-01, eta: 1 day, 4:06:38, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3910, top5_acc: 0.6284, loss_cls: 2.8294, loss: 2.8294, grad_norm: 1.4732 2020-10-05 14:11:44,269 - mmaction - INFO - Epoch [156][680/999] lr: 2.024e-01, eta: 1 day, 4:06:17, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3743, top5_acc: 0.6263, loss_cls: 2.8597, loss: 2.8597, grad_norm: 1.4686 2020-10-05 14:12:04,135 - mmaction - INFO - Epoch [156][700/999] lr: 2.024e-01, eta: 1 day, 4:05:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3891, top5_acc: 0.6355, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.4563 2020-10-05 14:12:24,082 - mmaction - INFO - Epoch [156][720/999] lr: 2.024e-01, eta: 1 day, 4:05:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3875, top5_acc: 0.6460, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.4731 2020-10-05 14:12:43,975 - mmaction - INFO - Epoch [156][740/999] lr: 2.024e-01, eta: 1 day, 4:05:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3829, top5_acc: 0.6378, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.4901 2020-10-05 14:13:03,944 - mmaction - INFO - Epoch [156][760/999] lr: 2.024e-01, eta: 1 day, 4:04:56, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3840, top5_acc: 0.6266, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.4882 2020-10-05 14:13:23,866 - mmaction - INFO - Epoch [156][780/999] lr: 2.024e-01, eta: 1 day, 4:04:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3763, top5_acc: 0.6283, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.4812 2020-10-05 14:13:43,767 - mmaction - INFO - Epoch [156][800/999] lr: 2.024e-01, eta: 1 day, 4:04:15, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6372, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.4857 2020-10-05 14:14:03,672 - mmaction - INFO - Epoch [156][820/999] lr: 2.024e-01, eta: 1 day, 4:03:55, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3850, top5_acc: 0.6332, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.4738 2020-10-05 14:14:23,632 - mmaction - INFO - Epoch [156][840/999] lr: 2.024e-01, eta: 1 day, 4:03:34, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3837, top5_acc: 0.6283, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.4739 2020-10-05 14:14:43,684 - mmaction - INFO - Epoch [156][860/999] lr: 2.024e-01, eta: 1 day, 4:03:14, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3904, top5_acc: 0.6281, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.4605 2020-10-05 14:15:03,539 - mmaction - INFO - Epoch [156][880/999] lr: 2.024e-01, eta: 1 day, 4:02:54, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3905, top5_acc: 0.6296, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.4943 2020-10-05 14:15:23,524 - mmaction - INFO - Epoch [156][900/999] lr: 2.024e-01, eta: 1 day, 4:02:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3945, top5_acc: 0.6335, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.4537 2020-10-05 14:15:43,384 - mmaction - INFO - Epoch [156][920/999] lr: 2.024e-01, eta: 1 day, 4:02:13, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3868, top5_acc: 0.6299, loss_cls: 2.8483, loss: 2.8483, grad_norm: 1.4587 2020-10-05 14:16:03,271 - mmaction - INFO - Epoch [156][940/999] lr: 2.024e-01, eta: 1 day, 4:01:53, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3823, top5_acc: 0.6233, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.4638 2020-10-05 14:16:23,110 - mmaction - INFO - Epoch [156][960/999] lr: 2.024e-01, eta: 1 day, 4:01:32, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6230, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.5019 2020-10-05 14:16:43,092 - mmaction - INFO - Epoch [156][980/999] lr: 2.024e-01, eta: 1 day, 4:01:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3846, top5_acc: 0.6361, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.4803 2020-10-05 14:17:53,093 - mmaction - INFO - Epoch [157][20/999] lr: 1.989e-01, eta: 1 day, 4:00:40, time: 2.530, data_time: 1.332, memory: 8478, top1_acc: 0.3910, top5_acc: 0.6348, loss_cls: 2.8246, loss: 2.8246, grad_norm: 1.4891 2020-10-05 14:18:12,828 - mmaction - INFO - Epoch [157][40/999] lr: 1.989e-01, eta: 1 day, 4:00:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3832, top5_acc: 0.6273, loss_cls: 2.8286, loss: 2.8286, grad_norm: 1.4656 2020-10-05 14:18:32,597 - mmaction - INFO - Epoch [157][60/999] lr: 1.989e-01, eta: 1 day, 3:59:59, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.3921, top5_acc: 0.6363, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.4854 2020-10-05 14:18:52,490 - mmaction - INFO - Epoch [157][80/999] lr: 1.989e-01, eta: 1 day, 3:59:38, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3945, top5_acc: 0.6417, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.4939 2020-10-05 14:19:12,459 - mmaction - INFO - Epoch [157][100/999] lr: 1.989e-01, eta: 1 day, 3:59:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3913, top5_acc: 0.6363, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.4792 2020-10-05 14:19:32,394 - mmaction - INFO - Epoch [157][120/999] lr: 1.989e-01, eta: 1 day, 3:58:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3885, top5_acc: 0.6359, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4686 2020-10-05 14:19:52,401 - mmaction - INFO - Epoch [157][140/999] lr: 1.989e-01, eta: 1 day, 3:58:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3887, top5_acc: 0.6301, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.4795 2020-10-05 14:20:12,341 - mmaction - INFO - Epoch [157][160/999] lr: 1.989e-01, eta: 1 day, 3:58:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3957, top5_acc: 0.6418, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.4476 2020-10-05 14:20:32,230 - mmaction - INFO - Epoch [157][180/999] lr: 1.989e-01, eta: 1 day, 3:57:57, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6331, loss_cls: 2.8290, loss: 2.8290, grad_norm: 1.4951 2020-10-05 14:20:52,157 - mmaction - INFO - Epoch [157][200/999] lr: 1.989e-01, eta: 1 day, 3:57:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3947, top5_acc: 0.6419, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.4601 2020-10-05 14:21:12,053 - mmaction - INFO - Epoch [157][220/999] lr: 1.989e-01, eta: 1 day, 3:57:16, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3893, top5_acc: 0.6379, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.4808 2020-10-05 14:21:31,996 - mmaction - INFO - Epoch [157][240/999] lr: 1.989e-01, eta: 1 day, 3:56:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3924, top5_acc: 0.6445, loss_cls: 2.8122, loss: 2.8122, grad_norm: 1.4980 2020-10-05 14:21:51,904 - mmaction - INFO - Epoch [157][260/999] lr: 1.989e-01, eta: 1 day, 3:56:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3935, top5_acc: 0.6505, loss_cls: 2.7726, loss: 2.7726, grad_norm: 1.4636 2020-10-05 14:22:11,856 - mmaction - INFO - Epoch [157][280/999] lr: 1.989e-01, eta: 1 day, 3:56:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3923, top5_acc: 0.6447, loss_cls: 2.7849, loss: 2.7849, grad_norm: 1.4890 2020-10-05 14:22:31,808 - mmaction - INFO - Epoch [157][300/999] lr: 1.989e-01, eta: 1 day, 3:55:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6272, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.5134 2020-10-05 14:22:51,766 - mmaction - INFO - Epoch [157][320/999] lr: 1.989e-01, eta: 1 day, 3:55:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3986, top5_acc: 0.6408, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.4682 2020-10-05 14:23:11,796 - mmaction - INFO - Epoch [157][340/999] lr: 1.989e-01, eta: 1 day, 3:55:14, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.3883, top5_acc: 0.6344, loss_cls: 2.7978, loss: 2.7978, grad_norm: 1.4971 2020-10-05 14:23:31,705 - mmaction - INFO - Epoch [157][360/999] lr: 1.989e-01, eta: 1 day, 3:54:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3889, top5_acc: 0.6378, loss_cls: 2.8117, loss: 2.8117, grad_norm: 1.4852 2020-10-05 14:23:51,632 - mmaction - INFO - Epoch [157][380/999] lr: 1.989e-01, eta: 1 day, 3:54:33, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3995, top5_acc: 0.6435, loss_cls: 2.7696, loss: 2.7696, grad_norm: 1.4849 2020-10-05 14:24:11,562 - mmaction - INFO - Epoch [157][400/999] lr: 1.989e-01, eta: 1 day, 3:54:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3785, top5_acc: 0.6257, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.4788 2020-10-05 14:24:31,446 - mmaction - INFO - Epoch [157][420/999] lr: 1.989e-01, eta: 1 day, 3:53:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3828, top5_acc: 0.6307, loss_cls: 2.8436, loss: 2.8436, grad_norm: 1.4752 2020-10-05 14:24:51,308 - mmaction - INFO - Epoch [157][440/999] lr: 1.989e-01, eta: 1 day, 3:53:32, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3900, top5_acc: 0.6384, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.4696 2020-10-05 14:25:11,118 - mmaction - INFO - Epoch [157][460/999] lr: 1.989e-01, eta: 1 day, 3:53:12, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3844, top5_acc: 0.6310, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.4882 2020-10-05 14:25:31,076 - mmaction - INFO - Epoch [157][480/999] lr: 1.989e-01, eta: 1 day, 3:52:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3829, top5_acc: 0.6318, loss_cls: 2.8269, loss: 2.8269, grad_norm: 1.4950 2020-10-05 14:25:50,857 - mmaction - INFO - Epoch [157][500/999] lr: 1.989e-01, eta: 1 day, 3:52:31, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3887, top5_acc: 0.6392, loss_cls: 2.8105, loss: 2.8105, grad_norm: 1.4740 2020-10-05 14:26:10,715 - mmaction - INFO - Epoch [157][520/999] lr: 1.989e-01, eta: 1 day, 3:52:10, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3863, top5_acc: 0.6352, loss_cls: 2.8284, loss: 2.8284, grad_norm: 1.4880 2020-10-05 14:26:30,646 - mmaction - INFO - Epoch [157][540/999] lr: 1.989e-01, eta: 1 day, 3:51:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3885, top5_acc: 0.6368, loss_cls: 2.8148, loss: 2.8148, grad_norm: 1.4809 2020-10-05 14:26:50,591 - mmaction - INFO - Epoch [157][560/999] lr: 1.989e-01, eta: 1 day, 3:51:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3991, top5_acc: 0.6449, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.4597 2020-10-05 14:27:10,489 - mmaction - INFO - Epoch [157][580/999] lr: 1.989e-01, eta: 1 day, 3:51:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6294, loss_cls: 2.8568, loss: 2.8568, grad_norm: 1.4845 2020-10-05 14:27:30,332 - mmaction - INFO - Epoch [157][600/999] lr: 1.989e-01, eta: 1 day, 3:50:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6251, loss_cls: 2.8567, loss: 2.8567, grad_norm: 1.4850 2020-10-05 14:27:50,223 - mmaction - INFO - Epoch [157][620/999] lr: 1.989e-01, eta: 1 day, 3:50:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6306, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.4887 2020-10-05 14:28:10,100 - mmaction - INFO - Epoch [157][640/999] lr: 1.989e-01, eta: 1 day, 3:50:08, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3905, top5_acc: 0.6388, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.4797 2020-10-05 14:28:30,094 - mmaction - INFO - Epoch [157][660/999] lr: 1.989e-01, eta: 1 day, 3:49:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3872, top5_acc: 0.6359, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.5104 2020-10-05 14:28:50,028 - mmaction - INFO - Epoch [157][680/999] lr: 1.989e-01, eta: 1 day, 3:49:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3926, top5_acc: 0.6353, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.4541 2020-10-05 14:29:09,885 - mmaction - INFO - Epoch [157][700/999] lr: 1.989e-01, eta: 1 day, 3:49:07, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3870, top5_acc: 0.6391, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.4806 2020-10-05 14:29:29,872 - mmaction - INFO - Epoch [157][720/999] lr: 1.989e-01, eta: 1 day, 3:48:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3936, top5_acc: 0.6302, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.4745 2020-10-05 14:29:49,758 - mmaction - INFO - Epoch [157][740/999] lr: 1.989e-01, eta: 1 day, 3:48:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3888, top5_acc: 0.6281, loss_cls: 2.8305, loss: 2.8305, grad_norm: 1.4626 2020-10-05 14:30:10,649 - mmaction - INFO - Epoch [157][760/999] lr: 1.989e-01, eta: 1 day, 3:48:07, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.3928, top5_acc: 0.6392, loss_cls: 2.7876, loss: 2.7876, grad_norm: 1.4834 2020-10-05 14:30:30,606 - mmaction - INFO - Epoch [157][780/999] lr: 1.989e-01, eta: 1 day, 3:47:46, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6366, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.5063 2020-10-05 14:30:50,463 - mmaction - INFO - Epoch [157][800/999] lr: 1.989e-01, eta: 1 day, 3:47:26, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3824, top5_acc: 0.6318, loss_cls: 2.8491, loss: 2.8491, grad_norm: 1.4857 2020-10-05 14:31:10,508 - mmaction - INFO - Epoch [157][820/999] lr: 1.989e-01, eta: 1 day, 3:47:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3807, top5_acc: 0.6387, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.4860 2020-10-05 14:31:30,487 - mmaction - INFO - Epoch [157][840/999] lr: 1.989e-01, eta: 1 day, 3:46:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3970, top5_acc: 0.6432, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.4819 2020-10-05 14:31:50,468 - mmaction - INFO - Epoch [157][860/999] lr: 1.989e-01, eta: 1 day, 3:46:25, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3966, top5_acc: 0.6504, loss_cls: 2.7402, loss: 2.7402, grad_norm: 1.4802 2020-10-05 14:32:10,542 - mmaction - INFO - Epoch [157][880/999] lr: 1.989e-01, eta: 1 day, 3:46:05, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3815, top5_acc: 0.6316, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.4820 2020-10-05 14:32:30,452 - mmaction - INFO - Epoch [157][900/999] lr: 1.989e-01, eta: 1 day, 3:45:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3793, top5_acc: 0.6322, loss_cls: 2.8612, loss: 2.8612, grad_norm: 1.4787 2020-10-05 14:32:50,391 - mmaction - INFO - Epoch [157][920/999] lr: 1.989e-01, eta: 1 day, 3:45:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3958, top5_acc: 0.6461, loss_cls: 2.7943, loss: 2.7943, grad_norm: 1.4930 2020-10-05 14:33:10,457 - mmaction - INFO - Epoch [157][940/999] lr: 1.989e-01, eta: 1 day, 3:45:04, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.3841, top5_acc: 0.6352, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.5019 2020-10-05 14:33:30,509 - mmaction - INFO - Epoch [157][960/999] lr: 1.989e-01, eta: 1 day, 3:44:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3842, top5_acc: 0.6264, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.4710 2020-10-05 14:33:50,469 - mmaction - INFO - Epoch [157][980/999] lr: 1.989e-01, eta: 1 day, 3:44:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3839, top5_acc: 0.6311, loss_cls: 2.8323, loss: 2.8323, grad_norm: 1.4880 2020-10-05 14:34:59,656 - mmaction - INFO - Epoch [158][20/999] lr: 1.955e-01, eta: 1 day, 3:43:50, time: 2.507, data_time: 1.262, memory: 8478, top1_acc: 0.4009, top5_acc: 0.6491, loss_cls: 2.7351, loss: 2.7351, grad_norm: 1.4775 2020-10-05 14:35:19,401 - mmaction - INFO - Epoch [158][40/999] lr: 1.955e-01, eta: 1 day, 3:43:30, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.3960, top5_acc: 0.6430, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.5060 2020-10-05 14:35:39,191 - mmaction - INFO - Epoch [158][60/999] lr: 1.955e-01, eta: 1 day, 3:43:10, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.3978, top5_acc: 0.6382, loss_cls: 2.7653, loss: 2.7653, grad_norm: 1.4791 2020-10-05 14:35:59,122 - mmaction - INFO - Epoch [158][80/999] lr: 1.955e-01, eta: 1 day, 3:42:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3961, top5_acc: 0.6400, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.4913 2020-10-05 14:36:19,026 - mmaction - INFO - Epoch [158][100/999] lr: 1.955e-01, eta: 1 day, 3:42:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3891, top5_acc: 0.6460, loss_cls: 2.7794, loss: 2.7794, grad_norm: 1.5098 2020-10-05 14:36:38,974 - mmaction - INFO - Epoch [158][120/999] lr: 1.955e-01, eta: 1 day, 3:42:08, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3923, top5_acc: 0.6401, loss_cls: 2.7971, loss: 2.7971, grad_norm: 1.4803 2020-10-05 14:36:58,985 - mmaction - INFO - Epoch [158][140/999] lr: 1.955e-01, eta: 1 day, 3:41:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3841, top5_acc: 0.6358, loss_cls: 2.8253, loss: 2.8253, grad_norm: 1.5038 2020-10-05 14:37:19,064 - mmaction - INFO - Epoch [158][160/999] lr: 1.955e-01, eta: 1 day, 3:41:28, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.3837, top5_acc: 0.6350, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.4903 2020-10-05 14:37:38,959 - mmaction - INFO - Epoch [158][180/999] lr: 1.955e-01, eta: 1 day, 3:41:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6279, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.4899 2020-10-05 14:37:58,840 - mmaction - INFO - Epoch [158][200/999] lr: 1.955e-01, eta: 1 day, 3:40:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3859, top5_acc: 0.6348, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.4794 2020-10-05 14:38:18,738 - mmaction - INFO - Epoch [158][220/999] lr: 1.955e-01, eta: 1 day, 3:40:27, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3876, top5_acc: 0.6413, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.4993 2020-10-05 14:38:38,583 - mmaction - INFO - Epoch [158][240/999] lr: 1.955e-01, eta: 1 day, 3:40:06, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3965, top5_acc: 0.6467, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.5080 2020-10-05 14:38:58,422 - mmaction - INFO - Epoch [158][260/999] lr: 1.955e-01, eta: 1 day, 3:39:46, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3974, top5_acc: 0.6424, loss_cls: 2.8006, loss: 2.8006, grad_norm: 1.4818 2020-10-05 14:39:18,471 - mmaction - INFO - Epoch [158][280/999] lr: 1.955e-01, eta: 1 day, 3:39:26, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3975, top5_acc: 0.6448, loss_cls: 2.7881, loss: 2.7881, grad_norm: 1.4921 2020-10-05 14:39:38,386 - mmaction - INFO - Epoch [158][300/999] lr: 1.955e-01, eta: 1 day, 3:39:05, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6355, loss_cls: 2.8108, loss: 2.8108, grad_norm: 1.4872 2020-10-05 14:39:58,279 - mmaction - INFO - Epoch [158][320/999] lr: 1.955e-01, eta: 1 day, 3:38:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3831, top5_acc: 0.6279, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.4878 2020-10-05 14:40:18,265 - mmaction - INFO - Epoch [158][340/999] lr: 1.955e-01, eta: 1 day, 3:38:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3991, top5_acc: 0.6391, loss_cls: 2.7699, loss: 2.7699, grad_norm: 1.4712 2020-10-05 14:40:38,205 - mmaction - INFO - Epoch [158][360/999] lr: 1.955e-01, eta: 1 day, 3:38:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3796, top5_acc: 0.6328, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.5233 2020-10-05 14:40:58,170 - mmaction - INFO - Epoch [158][380/999] lr: 1.955e-01, eta: 1 day, 3:37:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3784, top5_acc: 0.6303, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.5116 2020-10-05 14:41:18,077 - mmaction - INFO - Epoch [158][400/999] lr: 1.955e-01, eta: 1 day, 3:37:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3914, top5_acc: 0.6397, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.4672 2020-10-05 14:41:37,953 - mmaction - INFO - Epoch [158][420/999] lr: 1.955e-01, eta: 1 day, 3:37:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3979, top5_acc: 0.6315, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.4977 2020-10-05 14:41:57,941 - mmaction - INFO - Epoch [158][440/999] lr: 1.955e-01, eta: 1 day, 3:36:43, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3874, top5_acc: 0.6310, loss_cls: 2.8436, loss: 2.8436, grad_norm: 1.4728 2020-10-05 14:42:17,843 - mmaction - INFO - Epoch [158][460/999] lr: 1.955e-01, eta: 1 day, 3:36:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3840, top5_acc: 0.6329, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.5073 2020-10-05 14:42:37,791 - mmaction - INFO - Epoch [158][480/999] lr: 1.955e-01, eta: 1 day, 3:36:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3872, top5_acc: 0.6408, loss_cls: 2.7882, loss: 2.7882, grad_norm: 1.5163 2020-10-05 14:42:57,690 - mmaction - INFO - Epoch [158][500/999] lr: 1.955e-01, eta: 1 day, 3:35:42, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3905, top5_acc: 0.6395, loss_cls: 2.8008, loss: 2.8008, grad_norm: 1.4914 2020-10-05 14:43:17,582 - mmaction - INFO - Epoch [158][520/999] lr: 1.955e-01, eta: 1 day, 3:35:21, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3987, top5_acc: 0.6388, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.4618 2020-10-05 14:43:37,483 - mmaction - INFO - Epoch [158][540/999] lr: 1.955e-01, eta: 1 day, 3:35:01, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6378, loss_cls: 2.7914, loss: 2.7914, grad_norm: 1.5017 2020-10-05 14:43:57,485 - mmaction - INFO - Epoch [158][560/999] lr: 1.955e-01, eta: 1 day, 3:34:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3913, top5_acc: 0.6333, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.4913 2020-10-05 14:44:17,378 - mmaction - INFO - Epoch [158][580/999] lr: 1.955e-01, eta: 1 day, 3:34:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4007, top5_acc: 0.6421, loss_cls: 2.7613, loss: 2.7613, grad_norm: 1.4816 2020-10-05 14:44:37,261 - mmaction - INFO - Epoch [158][600/999] lr: 1.955e-01, eta: 1 day, 3:34:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3888, top5_acc: 0.6337, loss_cls: 2.8174, loss: 2.8174, grad_norm: 1.5119 2020-10-05 14:44:57,168 - mmaction - INFO - Epoch [158][620/999] lr: 1.955e-01, eta: 1 day, 3:33:40, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4004, top5_acc: 0.6408, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.4989 2020-10-05 14:45:17,101 - mmaction - INFO - Epoch [158][640/999] lr: 1.955e-01, eta: 1 day, 3:33:19, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3919, top5_acc: 0.6389, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.5121 2020-10-05 14:45:36,967 - mmaction - INFO - Epoch [158][660/999] lr: 1.955e-01, eta: 1 day, 3:32:59, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3947, top5_acc: 0.6452, loss_cls: 2.7848, loss: 2.7848, grad_norm: 1.4568 2020-10-05 14:45:56,843 - mmaction - INFO - Epoch [158][680/999] lr: 1.955e-01, eta: 1 day, 3:32:38, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3931, top5_acc: 0.6319, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.5091 2020-10-05 14:46:16,876 - mmaction - INFO - Epoch [158][700/999] lr: 1.955e-01, eta: 1 day, 3:32:18, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3924, top5_acc: 0.6324, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.5083 2020-10-05 14:46:36,800 - mmaction - INFO - Epoch [158][720/999] lr: 1.955e-01, eta: 1 day, 3:31:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3888, top5_acc: 0.6352, loss_cls: 2.8180, loss: 2.8180, grad_norm: 1.4642 2020-10-05 14:46:56,657 - mmaction - INFO - Epoch [158][740/999] lr: 1.955e-01, eta: 1 day, 3:31:37, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3904, top5_acc: 0.6361, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.4814 2020-10-05 14:47:16,619 - mmaction - INFO - Epoch [158][760/999] lr: 1.955e-01, eta: 1 day, 3:31:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3913, top5_acc: 0.6268, loss_cls: 2.8620, loss: 2.8620, grad_norm: 1.4856 2020-10-05 14:47:36,613 - mmaction - INFO - Epoch [158][780/999] lr: 1.955e-01, eta: 1 day, 3:30:57, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3880, top5_acc: 0.6345, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.4753 2020-10-05 14:47:56,569 - mmaction - INFO - Epoch [158][800/999] lr: 1.955e-01, eta: 1 day, 3:30:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6490, loss_cls: 2.7657, loss: 2.7657, grad_norm: 1.4795 2020-10-05 14:48:16,561 - mmaction - INFO - Epoch [158][820/999] lr: 1.955e-01, eta: 1 day, 3:30:16, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3965, top5_acc: 0.6353, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.5191 2020-10-05 14:48:36,440 - mmaction - INFO - Epoch [158][840/999] lr: 1.955e-01, eta: 1 day, 3:29:56, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.4972 2020-10-05 14:48:56,304 - mmaction - INFO - Epoch [158][860/999] lr: 1.955e-01, eta: 1 day, 3:29:35, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3823, top5_acc: 0.6268, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.5008 2020-10-05 14:49:16,268 - mmaction - INFO - Epoch [158][880/999] lr: 1.955e-01, eta: 1 day, 3:29:15, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6357, loss_cls: 2.8304, loss: 2.8304, grad_norm: 1.4859 2020-10-05 14:49:36,134 - mmaction - INFO - Epoch [158][900/999] lr: 1.955e-01, eta: 1 day, 3:28:55, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6346, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.4856 2020-10-05 14:49:56,026 - mmaction - INFO - Epoch [158][920/999] lr: 1.955e-01, eta: 1 day, 3:28:34, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3846, top5_acc: 0.6375, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.5019 2020-10-05 14:50:16,052 - mmaction - INFO - Epoch [158][940/999] lr: 1.955e-01, eta: 1 day, 3:28:14, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3855, top5_acc: 0.6365, loss_cls: 2.8009, loss: 2.8009, grad_norm: 1.4844 2020-10-05 14:50:36,012 - mmaction - INFO - Epoch [158][960/999] lr: 1.955e-01, eta: 1 day, 3:27:54, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6389, loss_cls: 2.7913, loss: 2.7913, grad_norm: 1.4979 2020-10-05 14:50:55,925 - mmaction - INFO - Epoch [158][980/999] lr: 1.955e-01, eta: 1 day, 3:27:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3738, top5_acc: 0.6254, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.4988 2020-10-05 14:52:04,041 - mmaction - INFO - Epoch [159][20/999] lr: 1.920e-01, eta: 1 day, 3:27:00, time: 2.457, data_time: 1.216, memory: 8478, top1_acc: 0.3923, top5_acc: 0.6361, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.5097 2020-10-05 14:52:23,761 - mmaction - INFO - Epoch [159][40/999] lr: 1.920e-01, eta: 1 day, 3:26:39, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.3901, top5_acc: 0.6352, loss_cls: 2.8244, loss: 2.8244, grad_norm: 1.5082 2020-10-05 14:52:43,635 - mmaction - INFO - Epoch [159][60/999] lr: 1.920e-01, eta: 1 day, 3:26:19, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3858, top5_acc: 0.6389, loss_cls: 2.7784, loss: 2.7784, grad_norm: 1.4887 2020-10-05 14:53:03,498 - mmaction - INFO - Epoch [159][80/999] lr: 1.920e-01, eta: 1 day, 3:25:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3960, top5_acc: 0.6473, loss_cls: 2.7495, loss: 2.7495, grad_norm: 1.4768 2020-10-05 14:53:23,446 - mmaction - INFO - Epoch [159][100/999] lr: 1.920e-01, eta: 1 day, 3:25:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4072, top5_acc: 0.6456, loss_cls: 2.7456, loss: 2.7456, grad_norm: 1.4889 2020-10-05 14:53:43,363 - mmaction - INFO - Epoch [159][120/999] lr: 1.920e-01, eta: 1 day, 3:25:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4047, top5_acc: 0.6391, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.5087 2020-10-05 14:54:03,308 - mmaction - INFO - Epoch [159][140/999] lr: 1.920e-01, eta: 1 day, 3:24:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3954, top5_acc: 0.6443, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.5055 2020-10-05 14:54:23,269 - mmaction - INFO - Epoch [159][160/999] lr: 1.920e-01, eta: 1 day, 3:24:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3927, top5_acc: 0.6453, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.4991 2020-10-05 14:54:43,236 - mmaction - INFO - Epoch [159][180/999] lr: 1.920e-01, eta: 1 day, 3:24:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3961, top5_acc: 0.6503, loss_cls: 2.7690, loss: 2.7690, grad_norm: 1.5027 2020-10-05 14:55:03,131 - mmaction - INFO - Epoch [159][200/999] lr: 1.920e-01, eta: 1 day, 3:23:57, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3935, top5_acc: 0.6431, loss_cls: 2.7784, loss: 2.7784, grad_norm: 1.5149 2020-10-05 14:55:23,054 - mmaction - INFO - Epoch [159][220/999] lr: 1.920e-01, eta: 1 day, 3:23:36, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6453, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.5173 2020-10-05 14:55:43,058 - mmaction - INFO - Epoch [159][240/999] lr: 1.920e-01, eta: 1 day, 3:23:16, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3863, top5_acc: 0.6387, loss_cls: 2.7983, loss: 2.7983, grad_norm: 1.5032 2020-10-05 14:56:03,033 - mmaction - INFO - Epoch [159][260/999] lr: 1.920e-01, eta: 1 day, 3:22:56, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6402, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.5095 2020-10-05 14:56:22,968 - mmaction - INFO - Epoch [159][280/999] lr: 1.920e-01, eta: 1 day, 3:22:35, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3908, top5_acc: 0.6389, loss_cls: 2.8093, loss: 2.8093, grad_norm: 1.5081 2020-10-05 14:56:42,851 - mmaction - INFO - Epoch [159][300/999] lr: 1.920e-01, eta: 1 day, 3:22:15, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3935, top5_acc: 0.6458, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.4876 2020-10-05 14:57:02,838 - mmaction - INFO - Epoch [159][320/999] lr: 1.920e-01, eta: 1 day, 3:21:54, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3887, top5_acc: 0.6335, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.5102 2020-10-05 14:57:22,775 - mmaction - INFO - Epoch [159][340/999] lr: 1.920e-01, eta: 1 day, 3:21:34, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.3927, top5_acc: 0.6320, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.5059 2020-10-05 14:57:42,836 - mmaction - INFO - Epoch [159][360/999] lr: 1.920e-01, eta: 1 day, 3:21:14, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3980, top5_acc: 0.6440, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.5176 2020-10-05 14:58:02,748 - mmaction - INFO - Epoch [159][380/999] lr: 1.920e-01, eta: 1 day, 3:20:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6440, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.5073 2020-10-05 14:58:22,658 - mmaction - INFO - Epoch [159][400/999] lr: 1.920e-01, eta: 1 day, 3:20:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3999, top5_acc: 0.6371, loss_cls: 2.7859, loss: 2.7859, grad_norm: 1.4879 2020-10-05 14:58:42,462 - mmaction - INFO - Epoch [159][420/999] lr: 1.920e-01, eta: 1 day, 3:20:13, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.3923, top5_acc: 0.6439, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.5009 2020-10-05 14:59:02,414 - mmaction - INFO - Epoch [159][440/999] lr: 1.920e-01, eta: 1 day, 3:19:52, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6389, loss_cls: 2.7955, loss: 2.7955, grad_norm: 1.4996 2020-10-05 14:59:22,275 - mmaction - INFO - Epoch [159][460/999] lr: 1.920e-01, eta: 1 day, 3:19:32, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3944, top5_acc: 0.6387, loss_cls: 2.8026, loss: 2.8026, grad_norm: 1.4944 2020-10-05 14:59:42,236 - mmaction - INFO - Epoch [159][480/999] lr: 1.920e-01, eta: 1 day, 3:19:12, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3980, top5_acc: 0.6427, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.5234 2020-10-05 15:00:02,301 - mmaction - INFO - Epoch [159][500/999] lr: 1.920e-01, eta: 1 day, 3:18:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3902, top5_acc: 0.6357, loss_cls: 2.7950, loss: 2.7950, grad_norm: 1.5131 2020-10-05 15:00:23,816 - mmaction - INFO - Epoch [159][520/999] lr: 1.920e-01, eta: 1 day, 3:18:32, time: 1.082, data_time: 0.010, memory: 8478, top1_acc: 0.3952, top5_acc: 0.6419, loss_cls: 2.7776, loss: 2.7776, grad_norm: 1.4826 2020-10-05 15:00:43,853 - mmaction - INFO - Epoch [159][540/999] lr: 1.920e-01, eta: 1 day, 3:18:12, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6346, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.5172 2020-10-05 15:01:03,688 - mmaction - INFO - Epoch [159][560/999] lr: 1.920e-01, eta: 1 day, 3:17:51, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3870, top5_acc: 0.6370, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.5128 2020-10-05 15:01:23,639 - mmaction - INFO - Epoch [159][580/999] lr: 1.920e-01, eta: 1 day, 3:17:31, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3983, top5_acc: 0.6432, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.4995 2020-10-05 15:01:43,620 - mmaction - INFO - Epoch [159][600/999] lr: 1.920e-01, eta: 1 day, 3:17:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3982, top5_acc: 0.6445, loss_cls: 2.7730, loss: 2.7730, grad_norm: 1.4826 2020-10-05 15:02:03,536 - mmaction - INFO - Epoch [159][620/999] lr: 1.920e-01, eta: 1 day, 3:16:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3911, top5_acc: 0.6401, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.5132 2020-10-05 15:02:23,490 - mmaction - INFO - Epoch [159][640/999] lr: 1.920e-01, eta: 1 day, 3:16:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3931, top5_acc: 0.6289, loss_cls: 2.8405, loss: 2.8405, grad_norm: 1.5239 2020-10-05 15:02:43,398 - mmaction - INFO - Epoch [159][660/999] lr: 1.920e-01, eta: 1 day, 3:16:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6276, loss_cls: 2.8493, loss: 2.8493, grad_norm: 1.5225 2020-10-05 15:03:03,303 - mmaction - INFO - Epoch [159][680/999] lr: 1.920e-01, eta: 1 day, 3:15:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3952, top5_acc: 0.6434, loss_cls: 2.7579, loss: 2.7579, grad_norm: 1.4996 2020-10-05 15:03:23,310 - mmaction - INFO - Epoch [159][700/999] lr: 1.920e-01, eta: 1 day, 3:15:29, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3941, top5_acc: 0.6362, loss_cls: 2.7920, loss: 2.7920, grad_norm: 1.4967 2020-10-05 15:03:43,227 - mmaction - INFO - Epoch [159][720/999] lr: 1.920e-01, eta: 1 day, 3:15:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3905, top5_acc: 0.6382, loss_cls: 2.8215, loss: 2.8215, grad_norm: 1.5047 2020-10-05 15:04:03,223 - mmaction - INFO - Epoch [159][740/999] lr: 1.920e-01, eta: 1 day, 3:14:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6339, loss_cls: 2.8182, loss: 2.8182, grad_norm: 1.5049 2020-10-05 15:04:23,167 - mmaction - INFO - Epoch [159][760/999] lr: 1.920e-01, eta: 1 day, 3:14:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3828, top5_acc: 0.6290, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.4823 2020-10-05 15:04:43,135 - mmaction - INFO - Epoch [159][780/999] lr: 1.920e-01, eta: 1 day, 3:14:08, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3868, top5_acc: 0.6393, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.4799 2020-10-05 15:05:02,987 - mmaction - INFO - Epoch [159][800/999] lr: 1.920e-01, eta: 1 day, 3:13:47, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3939, top5_acc: 0.6408, loss_cls: 2.7951, loss: 2.7951, grad_norm: 1.5109 2020-10-05 15:05:22,983 - mmaction - INFO - Epoch [159][820/999] lr: 1.920e-01, eta: 1 day, 3:13:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3887, top5_acc: 0.6324, loss_cls: 2.7920, loss: 2.7920, grad_norm: 1.4928 2020-10-05 15:05:42,936 - mmaction - INFO - Epoch [159][840/999] lr: 1.920e-01, eta: 1 day, 3:13:07, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3893, top5_acc: 0.6427, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.5092 2020-10-05 15:06:02,850 - mmaction - INFO - Epoch [159][860/999] lr: 1.920e-01, eta: 1 day, 3:12:46, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3937, top5_acc: 0.6436, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.5226 2020-10-05 15:06:22,732 - mmaction - INFO - Epoch [159][880/999] lr: 1.920e-01, eta: 1 day, 3:12:26, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3882, top5_acc: 0.6345, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.5238 2020-10-05 15:06:42,680 - mmaction - INFO - Epoch [159][900/999] lr: 1.920e-01, eta: 1 day, 3:12:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3901, top5_acc: 0.6331, loss_cls: 2.8166, loss: 2.8166, grad_norm: 1.4978 2020-10-05 15:07:02,733 - mmaction - INFO - Epoch [159][920/999] lr: 1.920e-01, eta: 1 day, 3:11:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.3895, top5_acc: 0.6378, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.5141 2020-10-05 15:07:22,644 - mmaction - INFO - Epoch [159][940/999] lr: 1.920e-01, eta: 1 day, 3:11:25, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3884, top5_acc: 0.6363, loss_cls: 2.8067, loss: 2.8067, grad_norm: 1.4822 2020-10-05 15:07:42,529 - mmaction - INFO - Epoch [159][960/999] lr: 1.920e-01, eta: 1 day, 3:11:04, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3975, top5_acc: 0.6462, loss_cls: 2.7565, loss: 2.7565, grad_norm: 1.4909 2020-10-05 15:08:02,542 - mmaction - INFO - Epoch [159][980/999] lr: 1.920e-01, eta: 1 day, 3:10:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3960, top5_acc: 0.6438, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.4847 2020-10-05 15:09:15,765 - mmaction - INFO - Epoch [160][20/999] lr: 1.886e-01, eta: 1 day, 3:10:13, time: 2.626, data_time: 1.604, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6503, loss_cls: 2.7292, loss: 2.7292, grad_norm: 1.4682 2020-10-05 15:09:35,489 - mmaction - INFO - Epoch [160][40/999] lr: 1.886e-01, eta: 1 day, 3:09:52, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6486, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.5233 2020-10-05 15:09:55,398 - mmaction - INFO - Epoch [160][60/999] lr: 1.886e-01, eta: 1 day, 3:09:32, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3901, top5_acc: 0.6357, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.5037 2020-10-05 15:10:15,369 - mmaction - INFO - Epoch [160][80/999] lr: 1.886e-01, eta: 1 day, 3:09:12, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3928, top5_acc: 0.6461, loss_cls: 2.7761, loss: 2.7761, grad_norm: 1.4814 2020-10-05 15:10:35,330 - mmaction - INFO - Epoch [160][100/999] lr: 1.886e-01, eta: 1 day, 3:08:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6344, loss_cls: 2.8006, loss: 2.8006, grad_norm: 1.5331 2020-10-05 15:10:55,306 - mmaction - INFO - Epoch [160][120/999] lr: 1.886e-01, eta: 1 day, 3:08:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3965, top5_acc: 0.6423, loss_cls: 2.7663, loss: 2.7663, grad_norm: 1.5094 2020-10-05 15:11:15,251 - mmaction - INFO - Epoch [160][140/999] lr: 1.886e-01, eta: 1 day, 3:08:11, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6475, loss_cls: 2.7707, loss: 2.7707, grad_norm: 1.5049 2020-10-05 15:11:35,158 - mmaction - INFO - Epoch [160][160/999] lr: 1.886e-01, eta: 1 day, 3:07:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6376, loss_cls: 2.7916, loss: 2.7916, grad_norm: 1.5204 2020-10-05 15:11:55,211 - mmaction - INFO - Epoch [160][180/999] lr: 1.886e-01, eta: 1 day, 3:07:30, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4025, top5_acc: 0.6482, loss_cls: 2.7437, loss: 2.7437, grad_norm: 1.5195 2020-10-05 15:12:15,160 - mmaction - INFO - Epoch [160][200/999] lr: 1.886e-01, eta: 1 day, 3:07:10, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4004, top5_acc: 0.6378, loss_cls: 2.7950, loss: 2.7950, grad_norm: 1.5021 2020-10-05 15:12:35,067 - mmaction - INFO - Epoch [160][220/999] lr: 1.886e-01, eta: 1 day, 3:06:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4062, top5_acc: 0.6454, loss_cls: 2.7568, loss: 2.7568, grad_norm: 1.5256 2020-10-05 15:12:55,069 - mmaction - INFO - Epoch [160][240/999] lr: 1.886e-01, eta: 1 day, 3:06:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3988, top5_acc: 0.6432, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.5110 2020-10-05 15:13:15,057 - mmaction - INFO - Epoch [160][260/999] lr: 1.886e-01, eta: 1 day, 3:06:09, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6441, loss_cls: 2.7731, loss: 2.7731, grad_norm: 1.5222 2020-10-05 15:13:34,913 - mmaction - INFO - Epoch [160][280/999] lr: 1.886e-01, eta: 1 day, 3:05:48, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3921, top5_acc: 0.6444, loss_cls: 2.7908, loss: 2.7908, grad_norm: 1.4951 2020-10-05 15:13:54,872 - mmaction - INFO - Epoch [160][300/999] lr: 1.886e-01, eta: 1 day, 3:05:28, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3919, top5_acc: 0.6388, loss_cls: 2.7851, loss: 2.7851, grad_norm: 1.5437 2020-10-05 15:14:14,834 - mmaction - INFO - Epoch [160][320/999] lr: 1.886e-01, eta: 1 day, 3:05:08, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3988, top5_acc: 0.6460, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.5321 2020-10-05 15:14:34,755 - mmaction - INFO - Epoch [160][340/999] lr: 1.886e-01, eta: 1 day, 3:04:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6320, loss_cls: 2.8117, loss: 2.8117, grad_norm: 1.5231 2020-10-05 15:14:54,627 - mmaction - INFO - Epoch [160][360/999] lr: 1.886e-01, eta: 1 day, 3:04:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3995, top5_acc: 0.6474, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.4912 2020-10-05 15:15:14,526 - mmaction - INFO - Epoch [160][380/999] lr: 1.886e-01, eta: 1 day, 3:04:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3984, top5_acc: 0.6404, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.5081 2020-10-05 15:15:34,424 - mmaction - INFO - Epoch [160][400/999] lr: 1.886e-01, eta: 1 day, 3:03:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3911, top5_acc: 0.6428, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.5129 2020-10-05 15:15:54,327 - mmaction - INFO - Epoch [160][420/999] lr: 1.886e-01, eta: 1 day, 3:03:26, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3826, top5_acc: 0.6314, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.5416 2020-10-05 15:16:14,285 - mmaction - INFO - Epoch [160][440/999] lr: 1.886e-01, eta: 1 day, 3:03:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3908, top5_acc: 0.6437, loss_cls: 2.7808, loss: 2.7808, grad_norm: 1.5041 2020-10-05 15:16:34,277 - mmaction - INFO - Epoch [160][460/999] lr: 1.886e-01, eta: 1 day, 3:02:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3885, top5_acc: 0.6322, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.5092 2020-10-05 15:16:54,183 - mmaction - INFO - Epoch [160][480/999] lr: 1.886e-01, eta: 1 day, 3:02:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3997, top5_acc: 0.6396, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.4880 2020-10-05 15:17:14,089 - mmaction - INFO - Epoch [160][500/999] lr: 1.886e-01, eta: 1 day, 3:02:04, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3910, top5_acc: 0.6460, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.5261 2020-10-05 15:17:33,930 - mmaction - INFO - Epoch [160][520/999] lr: 1.886e-01, eta: 1 day, 3:01:44, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3982, top5_acc: 0.6436, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.4960 2020-10-05 15:17:53,843 - mmaction - INFO - Epoch [160][540/999] lr: 1.886e-01, eta: 1 day, 3:01:24, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3921, top5_acc: 0.6409, loss_cls: 2.8056, loss: 2.8056, grad_norm: 1.4967 2020-10-05 15:18:13,783 - mmaction - INFO - Epoch [160][560/999] lr: 1.886e-01, eta: 1 day, 3:01:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3810, top5_acc: 0.6335, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.5052 2020-10-05 15:18:33,695 - mmaction - INFO - Epoch [160][580/999] lr: 1.886e-01, eta: 1 day, 3:00:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3935, top5_acc: 0.6457, loss_cls: 2.7737, loss: 2.7737, grad_norm: 1.4871 2020-10-05 15:18:53,598 - mmaction - INFO - Epoch [160][600/999] lr: 1.886e-01, eta: 1 day, 3:00:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3884, top5_acc: 0.6392, loss_cls: 2.8067, loss: 2.8067, grad_norm: 1.5033 2020-10-05 15:19:13,537 - mmaction - INFO - Epoch [160][620/999] lr: 1.886e-01, eta: 1 day, 3:00:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3904, top5_acc: 0.6367, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.5186 2020-10-05 15:19:33,424 - mmaction - INFO - Epoch [160][640/999] lr: 1.886e-01, eta: 1 day, 2:59:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3983, top5_acc: 0.6436, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.5198 2020-10-05 15:19:53,208 - mmaction - INFO - Epoch [160][660/999] lr: 1.886e-01, eta: 1 day, 2:59:21, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.4018, top5_acc: 0.6443, loss_cls: 2.7538, loss: 2.7538, grad_norm: 1.4727 2020-10-05 15:20:13,163 - mmaction - INFO - Epoch [160][680/999] lr: 1.886e-01, eta: 1 day, 2:59:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3927, top5_acc: 0.6398, loss_cls: 2.7731, loss: 2.7731, grad_norm: 1.5080 2020-10-05 15:20:33,095 - mmaction - INFO - Epoch [160][700/999] lr: 1.886e-01, eta: 1 day, 2:58:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3814, top5_acc: 0.6367, loss_cls: 2.8398, loss: 2.8398, grad_norm: 1.5412 2020-10-05 15:20:53,007 - mmaction - INFO - Epoch [160][720/999] lr: 1.886e-01, eta: 1 day, 2:58:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3939, top5_acc: 0.6395, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.4926 2020-10-05 15:21:12,938 - mmaction - INFO - Epoch [160][740/999] lr: 1.886e-01, eta: 1 day, 2:58:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3906, top5_acc: 0.6432, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.5034 2020-10-05 15:21:32,905 - mmaction - INFO - Epoch [160][760/999] lr: 1.886e-01, eta: 1 day, 2:57:40, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6471, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.5357 2020-10-05 15:21:52,813 - mmaction - INFO - Epoch [160][780/999] lr: 1.886e-01, eta: 1 day, 2:57:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3940, top5_acc: 0.6418, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.5033 2020-10-05 15:22:12,694 - mmaction - INFO - Epoch [160][800/999] lr: 1.886e-01, eta: 1 day, 2:56:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6397, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.5190 2020-10-05 15:22:32,637 - mmaction - INFO - Epoch [160][820/999] lr: 1.886e-01, eta: 1 day, 2:56:39, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3910, top5_acc: 0.6382, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.5101 2020-10-05 15:22:52,652 - mmaction - INFO - Epoch [160][840/999] lr: 1.886e-01, eta: 1 day, 2:56:18, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6422, loss_cls: 2.7759, loss: 2.7759, grad_norm: 1.5056 2020-10-05 15:23:12,506 - mmaction - INFO - Epoch [160][860/999] lr: 1.886e-01, eta: 1 day, 2:55:58, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6323, loss_cls: 2.8100, loss: 2.8100, grad_norm: 1.5048 2020-10-05 15:23:32,500 - mmaction - INFO - Epoch [160][880/999] lr: 1.886e-01, eta: 1 day, 2:55:38, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3887, top5_acc: 0.6299, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.5138 2020-10-05 15:23:52,337 - mmaction - INFO - Epoch [160][900/999] lr: 1.886e-01, eta: 1 day, 2:55:17, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3913, top5_acc: 0.6372, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.5214 2020-10-05 15:24:12,218 - mmaction - INFO - Epoch [160][920/999] lr: 1.886e-01, eta: 1 day, 2:54:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3827, top5_acc: 0.6303, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.5378 2020-10-05 15:24:32,107 - mmaction - INFO - Epoch [160][940/999] lr: 1.886e-01, eta: 1 day, 2:54:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3949, top5_acc: 0.6288, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.4991 2020-10-05 15:24:51,996 - mmaction - INFO - Epoch [160][960/999] lr: 1.886e-01, eta: 1 day, 2:54:16, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3865, top5_acc: 0.6329, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.5201 2020-10-05 15:25:11,935 - mmaction - INFO - Epoch [160][980/999] lr: 1.886e-01, eta: 1 day, 2:53:56, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6319, loss_cls: 2.8088, loss: 2.8088, grad_norm: 1.5075 2020-10-05 15:25:31,014 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-10-05 15:26:44,159 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 15:26:45,745 - mmaction - INFO - top1_acc 0.4853 top5_acc 0.7514 2020-10-05 15:26:45,745 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 15:26:45,838 - mmaction - INFO - mean_acc 0.4838 2020-10-05 15:26:45,838 - mmaction - INFO - Now best checkpoint is epoch_160.pth 2020-10-05 15:26:45,861 - mmaction - INFO - Epoch(val) [160][999] top1_acc: 0.4853, top5_acc: 0.7514, mean_class_accuracy: 0.4838 2020-10-05 15:27:32,362 - mmaction - INFO - Epoch [161][20/999] lr: 1.852e-01, eta: 1 day, 2:53:21, time: 2.323, data_time: 1.114, memory: 8478, top1_acc: 0.3975, top5_acc: 0.6441, loss_cls: 2.7628, loss: 2.7628, grad_norm: 1.5106 2020-10-05 15:27:52,071 - mmaction - INFO - Epoch [161][40/999] lr: 1.852e-01, eta: 1 day, 2:53:00, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.4026, top5_acc: 0.6422, loss_cls: 2.7498, loss: 2.7498, grad_norm: 1.4992 2020-10-05 15:28:11,849 - mmaction - INFO - Epoch [161][60/999] lr: 1.852e-01, eta: 1 day, 2:52:40, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.3978, top5_acc: 0.6493, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.4963 2020-10-05 15:28:31,733 - mmaction - INFO - Epoch [161][80/999] lr: 1.852e-01, eta: 1 day, 2:52:19, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3997, top5_acc: 0.6534, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.5413 2020-10-05 15:28:51,659 - mmaction - INFO - Epoch [161][100/999] lr: 1.852e-01, eta: 1 day, 2:51:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3952, top5_acc: 0.6397, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.5034 2020-10-05 15:29:11,542 - mmaction - INFO - Epoch [161][120/999] lr: 1.852e-01, eta: 1 day, 2:51:39, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3997, top5_acc: 0.6443, loss_cls: 2.7554, loss: 2.7554, grad_norm: 1.5254 2020-10-05 15:29:31,405 - mmaction - INFO - Epoch [161][140/999] lr: 1.852e-01, eta: 1 day, 2:51:18, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3983, top5_acc: 0.6470, loss_cls: 2.7385, loss: 2.7385, grad_norm: 1.5433 2020-10-05 15:29:51,341 - mmaction - INFO - Epoch [161][160/999] lr: 1.852e-01, eta: 1 day, 2:50:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4091, top5_acc: 0.6497, loss_cls: 2.7335, loss: 2.7335, grad_norm: 1.5290 2020-10-05 15:30:12,200 - mmaction - INFO - Epoch [161][180/999] lr: 1.852e-01, eta: 1 day, 2:50:38, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.4009, top5_acc: 0.6396, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.5266 2020-10-05 15:30:32,072 - mmaction - INFO - Epoch [161][200/999] lr: 1.852e-01, eta: 1 day, 2:50:18, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4048, top5_acc: 0.6477, loss_cls: 2.7493, loss: 2.7493, grad_norm: 1.5177 2020-10-05 15:30:51,916 - mmaction - INFO - Epoch [161][220/999] lr: 1.852e-01, eta: 1 day, 2:49:57, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6464, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.5161 2020-10-05 15:31:11,833 - mmaction - INFO - Epoch [161][240/999] lr: 1.852e-01, eta: 1 day, 2:49:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3949, top5_acc: 0.6434, loss_cls: 2.7812, loss: 2.7812, grad_norm: 1.5269 2020-10-05 15:31:31,824 - mmaction - INFO - Epoch [161][260/999] lr: 1.852e-01, eta: 1 day, 2:49:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3902, top5_acc: 0.6405, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.5219 2020-10-05 15:31:51,696 - mmaction - INFO - Epoch [161][280/999] lr: 1.852e-01, eta: 1 day, 2:48:56, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3934, top5_acc: 0.6432, loss_cls: 2.7617, loss: 2.7617, grad_norm: 1.5247 2020-10-05 15:32:11,689 - mmaction - INFO - Epoch [161][300/999] lr: 1.852e-01, eta: 1 day, 2:48:36, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3923, top5_acc: 0.6431, loss_cls: 2.7913, loss: 2.7913, grad_norm: 1.5405 2020-10-05 15:32:31,634 - mmaction - INFO - Epoch [161][320/999] lr: 1.852e-01, eta: 1 day, 2:48:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3974, top5_acc: 0.6443, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.5072 2020-10-05 15:32:51,700 - mmaction - INFO - Epoch [161][340/999] lr: 1.852e-01, eta: 1 day, 2:47:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6444, loss_cls: 2.7565, loss: 2.7565, grad_norm: 1.5312 2020-10-05 15:33:11,628 - mmaction - INFO - Epoch [161][360/999] lr: 1.852e-01, eta: 1 day, 2:47:35, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4008, top5_acc: 0.6492, loss_cls: 2.7737, loss: 2.7737, grad_norm: 1.5405 2020-10-05 15:33:31,555 - mmaction - INFO - Epoch [161][380/999] lr: 1.852e-01, eta: 1 day, 2:47:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3948, top5_acc: 0.6380, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5015 2020-10-05 15:33:51,447 - mmaction - INFO - Epoch [161][400/999] lr: 1.852e-01, eta: 1 day, 2:46:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3865, top5_acc: 0.6315, loss_cls: 2.7962, loss: 2.7962, grad_norm: 1.5343 2020-10-05 15:34:11,345 - mmaction - INFO - Epoch [161][420/999] lr: 1.852e-01, eta: 1 day, 2:46:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6471, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.5010 2020-10-05 15:34:31,265 - mmaction - INFO - Epoch [161][440/999] lr: 1.852e-01, eta: 1 day, 2:46:14, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3939, top5_acc: 0.6444, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.5354 2020-10-05 15:34:51,165 - mmaction - INFO - Epoch [161][460/999] lr: 1.852e-01, eta: 1 day, 2:45:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3754, top5_acc: 0.6322, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.5377 2020-10-05 15:35:11,174 - mmaction - INFO - Epoch [161][480/999] lr: 1.852e-01, eta: 1 day, 2:45:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3932, top5_acc: 0.6402, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.5253 2020-10-05 15:35:31,190 - mmaction - INFO - Epoch [161][500/999] lr: 1.852e-01, eta: 1 day, 2:45:13, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6418, loss_cls: 2.7747, loss: 2.7747, grad_norm: 1.5286 2020-10-05 15:35:51,082 - mmaction - INFO - Epoch [161][520/999] lr: 1.852e-01, eta: 1 day, 2:44:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3874, top5_acc: 0.6323, loss_cls: 2.8240, loss: 2.8240, grad_norm: 1.5174 2020-10-05 15:36:11,003 - mmaction - INFO - Epoch [161][540/999] lr: 1.852e-01, eta: 1 day, 2:44:32, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3962, top5_acc: 0.6363, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.5234 2020-10-05 15:36:30,907 - mmaction - INFO - Epoch [161][560/999] lr: 1.852e-01, eta: 1 day, 2:44:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3906, top5_acc: 0.6388, loss_cls: 2.8103, loss: 2.8103, grad_norm: 1.5217 2020-10-05 15:36:50,799 - mmaction - INFO - Epoch [161][580/999] lr: 1.852e-01, eta: 1 day, 2:43:51, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4036, top5_acc: 0.6413, loss_cls: 2.7770, loss: 2.7770, grad_norm: 1.5128 2020-10-05 15:37:10,812 - mmaction - INFO - Epoch [161][600/999] lr: 1.852e-01, eta: 1 day, 2:43:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6392, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.5130 2020-10-05 15:37:30,909 - mmaction - INFO - Epoch [161][620/999] lr: 1.852e-01, eta: 1 day, 2:43:11, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.3888, top5_acc: 0.6389, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.5254 2020-10-05 15:37:50,817 - mmaction - INFO - Epoch [161][640/999] lr: 1.852e-01, eta: 1 day, 2:42:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3951, top5_acc: 0.6388, loss_cls: 2.7770, loss: 2.7770, grad_norm: 1.5174 2020-10-05 15:38:10,831 - mmaction - INFO - Epoch [161][660/999] lr: 1.852e-01, eta: 1 day, 2:42:30, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3956, top5_acc: 0.6402, loss_cls: 2.7916, loss: 2.7916, grad_norm: 1.5390 2020-10-05 15:38:30,821 - mmaction - INFO - Epoch [161][680/999] lr: 1.852e-01, eta: 1 day, 2:42:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3914, top5_acc: 0.6362, loss_cls: 2.7849, loss: 2.7849, grad_norm: 1.4981 2020-10-05 15:38:50,760 - mmaction - INFO - Epoch [161][700/999] lr: 1.852e-01, eta: 1 day, 2:41:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3971, top5_acc: 0.6410, loss_cls: 2.7791, loss: 2.7791, grad_norm: 1.5235 2020-10-05 15:39:10,688 - mmaction - INFO - Epoch [161][720/999] lr: 1.852e-01, eta: 1 day, 2:41:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3958, top5_acc: 0.6409, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.5050 2020-10-05 15:39:30,671 - mmaction - INFO - Epoch [161][740/999] lr: 1.852e-01, eta: 1 day, 2:41:09, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4048, top5_acc: 0.6559, loss_cls: 2.7188, loss: 2.7188, grad_norm: 1.5072 2020-10-05 15:39:50,590 - mmaction - INFO - Epoch [161][760/999] lr: 1.852e-01, eta: 1 day, 2:40:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3953, top5_acc: 0.6443, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.5608 2020-10-05 15:40:10,605 - mmaction - INFO - Epoch [161][780/999] lr: 1.852e-01, eta: 1 day, 2:40:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6355, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.5032 2020-10-05 15:40:30,567 - mmaction - INFO - Epoch [161][800/999] lr: 1.852e-01, eta: 1 day, 2:40:08, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.3973, top5_acc: 0.6384, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.5388 2020-10-05 15:40:50,504 - mmaction - INFO - Epoch [161][820/999] lr: 1.852e-01, eta: 1 day, 2:39:47, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4029, top5_acc: 0.6509, loss_cls: 2.7377, loss: 2.7377, grad_norm: 1.4962 2020-10-05 15:41:10,430 - mmaction - INFO - Epoch [161][840/999] lr: 1.852e-01, eta: 1 day, 2:39:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3977, top5_acc: 0.6401, loss_cls: 2.7523, loss: 2.7523, grad_norm: 1.5463 2020-10-05 15:41:30,379 - mmaction - INFO - Epoch [161][860/999] lr: 1.852e-01, eta: 1 day, 2:39:07, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3900, top5_acc: 0.6421, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.5209 2020-10-05 15:41:50,244 - mmaction - INFO - Epoch [161][880/999] lr: 1.852e-01, eta: 1 day, 2:38:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3901, top5_acc: 0.6388, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.5375 2020-10-05 15:42:10,297 - mmaction - INFO - Epoch [161][900/999] lr: 1.852e-01, eta: 1 day, 2:38:26, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3865, top5_acc: 0.6372, loss_cls: 2.8316, loss: 2.8316, grad_norm: 1.5404 2020-10-05 15:42:30,225 - mmaction - INFO - Epoch [161][920/999] lr: 1.852e-01, eta: 1 day, 2:38:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3853, top5_acc: 0.6307, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.5114 2020-10-05 15:42:50,129 - mmaction - INFO - Epoch [161][940/999] lr: 1.852e-01, eta: 1 day, 2:37:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3926, top5_acc: 0.6383, loss_cls: 2.7954, loss: 2.7954, grad_norm: 1.5446 2020-10-05 15:43:10,049 - mmaction - INFO - Epoch [161][960/999] lr: 1.852e-01, eta: 1 day, 2:37:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6467, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.4984 2020-10-05 15:43:29,942 - mmaction - INFO - Epoch [161][980/999] lr: 1.852e-01, eta: 1 day, 2:37:05, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6388, loss_cls: 2.7908, loss: 2.7908, grad_norm: 1.5216 2020-10-05 15:44:39,261 - mmaction - INFO - Epoch [162][20/999] lr: 1.818e-01, eta: 1 day, 2:36:32, time: 2.521, data_time: 1.488, memory: 8478, top1_acc: 0.4082, top5_acc: 0.6530, loss_cls: 2.7087, loss: 2.7087, grad_norm: 1.5122 2020-10-05 15:44:58,955 - mmaction - INFO - Epoch [162][40/999] lr: 1.818e-01, eta: 1 day, 2:36:11, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.4052, top5_acc: 0.6517, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.5207 2020-10-05 15:45:18,835 - mmaction - INFO - Epoch [162][60/999] lr: 1.818e-01, eta: 1 day, 2:35:51, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4087, top5_acc: 0.6510, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.5159 2020-10-05 15:45:38,788 - mmaction - INFO - Epoch [162][80/999] lr: 1.818e-01, eta: 1 day, 2:35:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4118, top5_acc: 0.6562, loss_cls: 2.7188, loss: 2.7188, grad_norm: 1.5418 2020-10-05 15:45:58,811 - mmaction - INFO - Epoch [162][100/999] lr: 1.818e-01, eta: 1 day, 2:35:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4051, top5_acc: 0.6572, loss_cls: 2.7187, loss: 2.7187, grad_norm: 1.5105 2020-10-05 15:46:18,855 - mmaction - INFO - Epoch [162][120/999] lr: 1.818e-01, eta: 1 day, 2:34:50, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6520, loss_cls: 2.7307, loss: 2.7307, grad_norm: 1.5317 2020-10-05 15:46:38,781 - mmaction - INFO - Epoch [162][140/999] lr: 1.818e-01, eta: 1 day, 2:34:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4086, top5_acc: 0.6521, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.5377 2020-10-05 15:46:58,722 - mmaction - INFO - Epoch [162][160/999] lr: 1.818e-01, eta: 1 day, 2:34:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4018, top5_acc: 0.6473, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.5203 2020-10-05 15:47:18,763 - mmaction - INFO - Epoch [162][180/999] lr: 1.818e-01, eta: 1 day, 2:33:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4064, top5_acc: 0.6424, loss_cls: 2.7398, loss: 2.7398, grad_norm: 1.5385 2020-10-05 15:47:38,733 - mmaction - INFO - Epoch [162][200/999] lr: 1.818e-01, eta: 1 day, 2:33:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4005, top5_acc: 0.6404, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.5472 2020-10-05 15:47:58,677 - mmaction - INFO - Epoch [162][220/999] lr: 1.818e-01, eta: 1 day, 2:33:08, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3900, top5_acc: 0.6322, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.5542 2020-10-05 15:48:18,599 - mmaction - INFO - Epoch [162][240/999] lr: 1.818e-01, eta: 1 day, 2:32:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3893, top5_acc: 0.6423, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.5285 2020-10-05 15:48:38,516 - mmaction - INFO - Epoch [162][260/999] lr: 1.818e-01, eta: 1 day, 2:32:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3954, top5_acc: 0.6486, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.5089 2020-10-05 15:48:58,352 - mmaction - INFO - Epoch [162][280/999] lr: 1.818e-01, eta: 1 day, 2:32:07, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.3958, top5_acc: 0.6432, loss_cls: 2.7638, loss: 2.7638, grad_norm: 1.5314 2020-10-05 15:49:18,306 - mmaction - INFO - Epoch [162][300/999] lr: 1.818e-01, eta: 1 day, 2:31:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3971, top5_acc: 0.6413, loss_cls: 2.7622, loss: 2.7622, grad_norm: 1.5344 2020-10-05 15:49:38,245 - mmaction - INFO - Epoch [162][320/999] lr: 1.818e-01, eta: 1 day, 2:31:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4025, top5_acc: 0.6467, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.5438 2020-10-05 15:49:58,227 - mmaction - INFO - Epoch [162][340/999] lr: 1.818e-01, eta: 1 day, 2:31:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3956, top5_acc: 0.6345, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.5168 2020-10-05 15:50:18,274 - mmaction - INFO - Epoch [162][360/999] lr: 1.818e-01, eta: 1 day, 2:30:46, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4004, top5_acc: 0.6437, loss_cls: 2.7727, loss: 2.7727, grad_norm: 1.5358 2020-10-05 15:50:38,070 - mmaction - INFO - Epoch [162][380/999] lr: 1.818e-01, eta: 1 day, 2:30:26, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.3867, top5_acc: 0.6309, loss_cls: 2.8339, loss: 2.8339, grad_norm: 1.5452 2020-10-05 15:50:57,974 - mmaction - INFO - Epoch [162][400/999] lr: 1.818e-01, eta: 1 day, 2:30:05, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3939, top5_acc: 0.6445, loss_cls: 2.7749, loss: 2.7749, grad_norm: 1.5394 2020-10-05 15:51:17,823 - mmaction - INFO - Epoch [162][420/999] lr: 1.818e-01, eta: 1 day, 2:29:45, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3973, top5_acc: 0.6514, loss_cls: 2.7489, loss: 2.7489, grad_norm: 1.5287 2020-10-05 15:51:37,726 - mmaction - INFO - Epoch [162][440/999] lr: 1.818e-01, eta: 1 day, 2:29:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3953, top5_acc: 0.6493, loss_cls: 2.7692, loss: 2.7692, grad_norm: 1.5319 2020-10-05 15:51:57,653 - mmaction - INFO - Epoch [162][460/999] lr: 1.818e-01, eta: 1 day, 2:29:04, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4025, top5_acc: 0.6492, loss_cls: 2.7434, loss: 2.7434, grad_norm: 1.5342 2020-10-05 15:52:17,590 - mmaction - INFO - Epoch [162][480/999] lr: 1.818e-01, eta: 1 day, 2:28:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4007, top5_acc: 0.6445, loss_cls: 2.7550, loss: 2.7550, grad_norm: 1.5253 2020-10-05 15:52:37,515 - mmaction - INFO - Epoch [162][500/999] lr: 1.818e-01, eta: 1 day, 2:28:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4005, top5_acc: 0.6443, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.5358 2020-10-05 15:52:57,414 - mmaction - INFO - Epoch [162][520/999] lr: 1.818e-01, eta: 1 day, 2:28:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4038, top5_acc: 0.6447, loss_cls: 2.7611, loss: 2.7611, grad_norm: 1.5296 2020-10-05 15:53:17,334 - mmaction - INFO - Epoch [162][540/999] lr: 1.818e-01, eta: 1 day, 2:27:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3956, top5_acc: 0.6359, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.5132 2020-10-05 15:53:37,275 - mmaction - INFO - Epoch [162][560/999] lr: 1.818e-01, eta: 1 day, 2:27:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6430, loss_cls: 2.7687, loss: 2.7687, grad_norm: 1.5331 2020-10-05 15:53:57,280 - mmaction - INFO - Epoch [162][580/999] lr: 1.818e-01, eta: 1 day, 2:27:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6438, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.5635 2020-10-05 15:54:17,135 - mmaction - INFO - Epoch [162][600/999] lr: 1.818e-01, eta: 1 day, 2:26:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3888, top5_acc: 0.6383, loss_cls: 2.8118, loss: 2.8118, grad_norm: 1.5377 2020-10-05 15:54:37,082 - mmaction - INFO - Epoch [162][620/999] lr: 1.818e-01, eta: 1 day, 2:26:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4061, top5_acc: 0.6553, loss_cls: 2.7126, loss: 2.7126, grad_norm: 1.5331 2020-10-05 15:54:57,112 - mmaction - INFO - Epoch [162][640/999] lr: 1.818e-01, eta: 1 day, 2:26:01, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3991, top5_acc: 0.6404, loss_cls: 2.7788, loss: 2.7788, grad_norm: 1.5245 2020-10-05 15:55:16,991 - mmaction - INFO - Epoch [162][660/999] lr: 1.818e-01, eta: 1 day, 2:25:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3966, top5_acc: 0.6396, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.5344 2020-10-05 15:55:36,865 - mmaction - INFO - Epoch [162][680/999] lr: 1.818e-01, eta: 1 day, 2:25:20, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4033, top5_acc: 0.6453, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.5316 2020-10-05 15:55:56,725 - mmaction - INFO - Epoch [162][700/999] lr: 1.818e-01, eta: 1 day, 2:25:00, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3906, top5_acc: 0.6405, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.5428 2020-10-05 15:56:16,737 - mmaction - INFO - Epoch [162][720/999] lr: 1.818e-01, eta: 1 day, 2:24:40, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3945, top5_acc: 0.6458, loss_cls: 2.7647, loss: 2.7647, grad_norm: 1.5259 2020-10-05 15:56:36,657 - mmaction - INFO - Epoch [162][740/999] lr: 1.818e-01, eta: 1 day, 2:24:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6457, loss_cls: 2.7576, loss: 2.7576, grad_norm: 1.5120 2020-10-05 15:56:56,499 - mmaction - INFO - Epoch [162][760/999] lr: 1.818e-01, eta: 1 day, 2:23:59, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4091, top5_acc: 0.6491, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.5361 2020-10-05 15:57:16,412 - mmaction - INFO - Epoch [162][780/999] lr: 1.818e-01, eta: 1 day, 2:23:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3871, top5_acc: 0.6277, loss_cls: 2.8376, loss: 2.8376, grad_norm: 1.5744 2020-10-05 15:57:36,315 - mmaction - INFO - Epoch [162][800/999] lr: 1.818e-01, eta: 1 day, 2:23:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3978, top5_acc: 0.6396, loss_cls: 2.7963, loss: 2.7963, grad_norm: 1.5469 2020-10-05 15:57:56,145 - mmaction - INFO - Epoch [162][820/999] lr: 1.818e-01, eta: 1 day, 2:22:58, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4034, top5_acc: 0.6419, loss_cls: 2.7652, loss: 2.7652, grad_norm: 1.5257 2020-10-05 15:58:15,981 - mmaction - INFO - Epoch [162][840/999] lr: 1.818e-01, eta: 1 day, 2:22:37, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.3865, top5_acc: 0.6378, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.5327 2020-10-05 15:58:35,919 - mmaction - INFO - Epoch [162][860/999] lr: 1.818e-01, eta: 1 day, 2:22:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3918, top5_acc: 0.6417, loss_cls: 2.7707, loss: 2.7707, grad_norm: 1.5327 2020-10-05 15:58:55,953 - mmaction - INFO - Epoch [162][880/999] lr: 1.818e-01, eta: 1 day, 2:21:57, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4012, top5_acc: 0.6509, loss_cls: 2.7519, loss: 2.7519, grad_norm: 1.5324 2020-10-05 15:59:15,837 - mmaction - INFO - Epoch [162][900/999] lr: 1.818e-01, eta: 1 day, 2:21:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4070, top5_acc: 0.6514, loss_cls: 2.7356, loss: 2.7356, grad_norm: 1.5142 2020-10-05 15:59:35,818 - mmaction - INFO - Epoch [162][920/999] lr: 1.818e-01, eta: 1 day, 2:21:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3908, top5_acc: 0.6436, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.5576 2020-10-05 15:59:55,769 - mmaction - INFO - Epoch [162][940/999] lr: 1.818e-01, eta: 1 day, 2:20:56, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3990, top5_acc: 0.6417, loss_cls: 2.7711, loss: 2.7711, grad_norm: 1.5244 2020-10-05 16:00:17,855 - mmaction - INFO - Epoch [162][960/999] lr: 1.818e-01, eta: 1 day, 2:20:37, time: 1.106, data_time: 0.002, memory: 8478, top1_acc: 0.3931, top5_acc: 0.6410, loss_cls: 2.7823, loss: 2.7823, grad_norm: 1.5322 2020-10-05 16:00:37,840 - mmaction - INFO - Epoch [162][980/999] lr: 1.818e-01, eta: 1 day, 2:20:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4017, top5_acc: 0.6443, loss_cls: 2.7432, loss: 2.7432, grad_norm: 1.5205 2020-10-05 16:01:51,973 - mmaction - INFO - Epoch [163][20/999] lr: 1.784e-01, eta: 1 day, 2:19:45, time: 2.679, data_time: 1.553, memory: 8478, top1_acc: 0.3991, top5_acc: 0.6493, loss_cls: 2.7283, loss: 2.7283, grad_norm: 1.5302 2020-10-05 16:02:11,679 - mmaction - INFO - Epoch [163][40/999] lr: 1.784e-01, eta: 1 day, 2:19:25, time: 0.984, data_time: 0.005, memory: 8478, top1_acc: 0.4169, top5_acc: 0.6603, loss_cls: 2.7065, loss: 2.7065, grad_norm: 1.5409 2020-10-05 16:02:31,489 - mmaction - INFO - Epoch [163][60/999] lr: 1.784e-01, eta: 1 day, 2:19:04, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4013, top5_acc: 0.6389, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.5641 2020-10-05 16:02:51,336 - mmaction - INFO - Epoch [163][80/999] lr: 1.784e-01, eta: 1 day, 2:18:44, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4074, top5_acc: 0.6499, loss_cls: 2.7435, loss: 2.7435, grad_norm: 1.5375 2020-10-05 16:03:11,268 - mmaction - INFO - Epoch [163][100/999] lr: 1.784e-01, eta: 1 day, 2:18:24, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6501, loss_cls: 2.7331, loss: 2.7331, grad_norm: 1.5213 2020-10-05 16:03:31,135 - mmaction - INFO - Epoch [163][120/999] lr: 1.784e-01, eta: 1 day, 2:18:03, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6542, loss_cls: 2.7374, loss: 2.7374, grad_norm: 1.5298 2020-10-05 16:03:51,095 - mmaction - INFO - Epoch [163][140/999] lr: 1.784e-01, eta: 1 day, 2:17:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4014, top5_acc: 0.6470, loss_cls: 2.7609, loss: 2.7609, grad_norm: 1.5489 2020-10-05 16:04:11,069 - mmaction - INFO - Epoch [163][160/999] lr: 1.784e-01, eta: 1 day, 2:17:23, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4059, top5_acc: 0.6591, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.5373 2020-10-05 16:04:30,995 - mmaction - INFO - Epoch [163][180/999] lr: 1.784e-01, eta: 1 day, 2:17:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3995, top5_acc: 0.6452, loss_cls: 2.7519, loss: 2.7519, grad_norm: 1.5265 2020-10-05 16:04:50,955 - mmaction - INFO - Epoch [163][200/999] lr: 1.784e-01, eta: 1 day, 2:16:42, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3999, top5_acc: 0.6417, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.5407 2020-10-05 16:05:10,953 - mmaction - INFO - Epoch [163][220/999] lr: 1.784e-01, eta: 1 day, 2:16:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6470, loss_cls: 2.7423, loss: 2.7423, grad_norm: 1.5481 2020-10-05 16:05:30,797 - mmaction - INFO - Epoch [163][240/999] lr: 1.784e-01, eta: 1 day, 2:16:01, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4031, top5_acc: 0.6487, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.5510 2020-10-05 16:05:50,684 - mmaction - INFO - Epoch [163][260/999] lr: 1.784e-01, eta: 1 day, 2:15:41, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6518, loss_cls: 2.7509, loss: 2.7509, grad_norm: 1.5523 2020-10-05 16:06:10,639 - mmaction - INFO - Epoch [163][280/999] lr: 1.784e-01, eta: 1 day, 2:15:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4033, top5_acc: 0.6437, loss_cls: 2.7741, loss: 2.7741, grad_norm: 1.5128 2020-10-05 16:06:30,516 - mmaction - INFO - Epoch [163][300/999] lr: 1.784e-01, eta: 1 day, 2:15:00, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.4046, top5_acc: 0.6509, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.5366 2020-10-05 16:06:50,419 - mmaction - INFO - Epoch [163][320/999] lr: 1.784e-01, eta: 1 day, 2:14:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4025, top5_acc: 0.6414, loss_cls: 2.7591, loss: 2.7591, grad_norm: 1.5379 2020-10-05 16:07:10,376 - mmaction - INFO - Epoch [163][340/999] lr: 1.784e-01, eta: 1 day, 2:14:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3958, top5_acc: 0.6410, loss_cls: 2.7630, loss: 2.7630, grad_norm: 1.5528 2020-10-05 16:07:30,282 - mmaction - INFO - Epoch [163][360/999] lr: 1.784e-01, eta: 1 day, 2:13:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4026, top5_acc: 0.6462, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.5272 2020-10-05 16:07:50,352 - mmaction - INFO - Epoch [163][380/999] lr: 1.784e-01, eta: 1 day, 2:13:39, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6405, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.5497 2020-10-05 16:08:10,250 - mmaction - INFO - Epoch [163][400/999] lr: 1.784e-01, eta: 1 day, 2:13:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3987, top5_acc: 0.6487, loss_cls: 2.7400, loss: 2.7400, grad_norm: 1.5448 2020-10-05 16:08:30,230 - mmaction - INFO - Epoch [163][420/999] lr: 1.784e-01, eta: 1 day, 2:12:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6453, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.5635 2020-10-05 16:08:50,144 - mmaction - INFO - Epoch [163][440/999] lr: 1.784e-01, eta: 1 day, 2:12:38, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3974, top5_acc: 0.6474, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.5573 2020-10-05 16:09:09,990 - mmaction - INFO - Epoch [163][460/999] lr: 1.784e-01, eta: 1 day, 2:12:17, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3996, top5_acc: 0.6397, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.5408 2020-10-05 16:09:30,054 - mmaction - INFO - Epoch [163][480/999] lr: 1.784e-01, eta: 1 day, 2:11:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3870, top5_acc: 0.6423, loss_cls: 2.7857, loss: 2.7857, grad_norm: 1.5413 2020-10-05 16:09:49,990 - mmaction - INFO - Epoch [163][500/999] lr: 1.784e-01, eta: 1 day, 2:11:37, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4038, top5_acc: 0.6542, loss_cls: 2.7187, loss: 2.7187, grad_norm: 1.5320 2020-10-05 16:10:09,929 - mmaction - INFO - Epoch [163][520/999] lr: 1.784e-01, eta: 1 day, 2:11:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3917, top5_acc: 0.6355, loss_cls: 2.8086, loss: 2.8086, grad_norm: 1.5601 2020-10-05 16:10:29,842 - mmaction - INFO - Epoch [163][540/999] lr: 1.784e-01, eta: 1 day, 2:10:56, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3990, top5_acc: 0.6531, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.5418 2020-10-05 16:10:49,801 - mmaction - INFO - Epoch [163][560/999] lr: 1.784e-01, eta: 1 day, 2:10:36, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.3957, top5_acc: 0.6396, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.5260 2020-10-05 16:11:09,750 - mmaction - INFO - Epoch [163][580/999] lr: 1.784e-01, eta: 1 day, 2:10:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4017, top5_acc: 0.6500, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.5271 2020-10-05 16:11:29,721 - mmaction - INFO - Epoch [163][600/999] lr: 1.784e-01, eta: 1 day, 2:09:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3966, top5_acc: 0.6449, loss_cls: 2.7785, loss: 2.7785, grad_norm: 1.5388 2020-10-05 16:11:49,612 - mmaction - INFO - Epoch [163][620/999] lr: 1.784e-01, eta: 1 day, 2:09:35, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4004, top5_acc: 0.6470, loss_cls: 2.7543, loss: 2.7543, grad_norm: 1.5458 2020-10-05 16:12:09,556 - mmaction - INFO - Epoch [163][640/999] lr: 1.784e-01, eta: 1 day, 2:09:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3977, top5_acc: 0.6466, loss_cls: 2.7570, loss: 2.7570, grad_norm: 1.5429 2020-10-05 16:12:29,381 - mmaction - INFO - Epoch [163][660/999] lr: 1.784e-01, eta: 1 day, 2:08:54, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6404, loss_cls: 2.7652, loss: 2.7652, grad_norm: 1.5597 2020-10-05 16:12:49,324 - mmaction - INFO - Epoch [163][680/999] lr: 1.784e-01, eta: 1 day, 2:08:34, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6426, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.5385 2020-10-05 16:13:09,229 - mmaction - INFO - Epoch [163][700/999] lr: 1.784e-01, eta: 1 day, 2:08:13, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3971, top5_acc: 0.6499, loss_cls: 2.7378, loss: 2.7378, grad_norm: 1.5642 2020-10-05 16:13:29,214 - mmaction - INFO - Epoch [163][720/999] lr: 1.784e-01, eta: 1 day, 2:07:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3979, top5_acc: 0.6441, loss_cls: 2.7812, loss: 2.7812, grad_norm: 1.5248 2020-10-05 16:13:49,005 - mmaction - INFO - Epoch [163][740/999] lr: 1.784e-01, eta: 1 day, 2:07:33, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.3913, top5_acc: 0.6424, loss_cls: 2.7905, loss: 2.7905, grad_norm: 1.5589 2020-10-05 16:14:08,888 - mmaction - INFO - Epoch [163][760/999] lr: 1.784e-01, eta: 1 day, 2:07:12, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4044, top5_acc: 0.6460, loss_cls: 2.7331, loss: 2.7331, grad_norm: 1.5319 2020-10-05 16:14:28,723 - mmaction - INFO - Epoch [163][780/999] lr: 1.784e-01, eta: 1 day, 2:06:52, time: 0.993, data_time: 0.004, memory: 8478, top1_acc: 0.3962, top5_acc: 0.6478, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.5471 2020-10-05 16:14:48,617 - mmaction - INFO - Epoch [163][800/999] lr: 1.784e-01, eta: 1 day, 2:06:32, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3986, top5_acc: 0.6402, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.5620 2020-10-05 16:15:08,521 - mmaction - INFO - Epoch [163][820/999] lr: 1.784e-01, eta: 1 day, 2:06:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4013, top5_acc: 0.6448, loss_cls: 2.7572, loss: 2.7572, grad_norm: 1.5391 2020-10-05 16:15:28,432 - mmaction - INFO - Epoch [163][840/999] lr: 1.784e-01, eta: 1 day, 2:05:51, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.3965, top5_acc: 0.6389, loss_cls: 2.7767, loss: 2.7767, grad_norm: 1.5145 2020-10-05 16:15:48,283 - mmaction - INFO - Epoch [163][860/999] lr: 1.784e-01, eta: 1 day, 2:05:30, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4007, top5_acc: 0.6402, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.5402 2020-10-05 16:16:08,124 - mmaction - INFO - Epoch [163][880/999] lr: 1.784e-01, eta: 1 day, 2:05:10, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3937, top5_acc: 0.6479, loss_cls: 2.7554, loss: 2.7554, grad_norm: 1.5602 2020-10-05 16:16:28,060 - mmaction - INFO - Epoch [163][900/999] lr: 1.784e-01, eta: 1 day, 2:04:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3979, top5_acc: 0.6405, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.5503 2020-10-05 16:16:47,992 - mmaction - INFO - Epoch [163][920/999] lr: 1.784e-01, eta: 1 day, 2:04:29, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4005, top5_acc: 0.6478, loss_cls: 2.7288, loss: 2.7288, grad_norm: 1.5472 2020-10-05 16:17:07,957 - mmaction - INFO - Epoch [163][940/999] lr: 1.784e-01, eta: 1 day, 2:04:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3975, top5_acc: 0.6404, loss_cls: 2.7670, loss: 2.7670, grad_norm: 1.5555 2020-10-05 16:17:27,880 - mmaction - INFO - Epoch [163][960/999] lr: 1.784e-01, eta: 1 day, 2:03:49, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6376, loss_cls: 2.8186, loss: 2.8186, grad_norm: 1.5514 2020-10-05 16:17:47,837 - mmaction - INFO - Epoch [163][980/999] lr: 1.784e-01, eta: 1 day, 2:03:28, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3863, top5_acc: 0.6387, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.5410 2020-10-05 16:18:56,252 - mmaction - INFO - Epoch [164][20/999] lr: 1.751e-01, eta: 1 day, 2:02:55, time: 2.461, data_time: 1.423, memory: 8478, top1_acc: 0.3953, top5_acc: 0.6504, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.5379 2020-10-05 16:19:15,972 - mmaction - INFO - Epoch [164][40/999] lr: 1.751e-01, eta: 1 day, 2:02:34, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.3935, top5_acc: 0.6448, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.5164 2020-10-05 16:19:35,777 - mmaction - INFO - Epoch [164][60/999] lr: 1.751e-01, eta: 1 day, 2:02:14, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.4059, top5_acc: 0.6487, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.5446 2020-10-05 16:19:55,609 - mmaction - INFO - Epoch [164][80/999] lr: 1.751e-01, eta: 1 day, 2:01:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.4116, top5_acc: 0.6604, loss_cls: 2.6897, loss: 2.6897, grad_norm: 1.5391 2020-10-05 16:20:15,548 - mmaction - INFO - Epoch [164][100/999] lr: 1.751e-01, eta: 1 day, 2:01:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4138, top5_acc: 0.6549, loss_cls: 2.7060, loss: 2.7060, grad_norm: 1.5430 2020-10-05 16:20:35,429 - mmaction - INFO - Epoch [164][120/999] lr: 1.751e-01, eta: 1 day, 2:01:13, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3999, top5_acc: 0.6482, loss_cls: 2.7574, loss: 2.7574, grad_norm: 1.5522 2020-10-05 16:20:55,320 - mmaction - INFO - Epoch [164][140/999] lr: 1.751e-01, eta: 1 day, 2:00:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4078, top5_acc: 0.6495, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.5495 2020-10-05 16:21:15,213 - mmaction - INFO - Epoch [164][160/999] lr: 1.751e-01, eta: 1 day, 2:00:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6546, loss_cls: 2.7299, loss: 2.7299, grad_norm: 1.5488 2020-10-05 16:21:35,089 - mmaction - INFO - Epoch [164][180/999] lr: 1.751e-01, eta: 1 day, 2:00:12, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6513, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.5279 2020-10-05 16:21:54,974 - mmaction - INFO - Epoch [164][200/999] lr: 1.751e-01, eta: 1 day, 1:59:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4009, top5_acc: 0.6461, loss_cls: 2.7285, loss: 2.7285, grad_norm: 1.5547 2020-10-05 16:22:14,888 - mmaction - INFO - Epoch [164][220/999] lr: 1.751e-01, eta: 1 day, 1:59:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6482, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.5797 2020-10-05 16:22:34,813 - mmaction - INFO - Epoch [164][240/999] lr: 1.751e-01, eta: 1 day, 1:59:11, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.3970, top5_acc: 0.6359, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.5540 2020-10-05 16:22:54,687 - mmaction - INFO - Epoch [164][260/999] lr: 1.751e-01, eta: 1 day, 1:58:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4072, top5_acc: 0.6478, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.5357 2020-10-05 16:23:14,650 - mmaction - INFO - Epoch [164][280/999] lr: 1.751e-01, eta: 1 day, 1:58:30, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4103, top5_acc: 0.6500, loss_cls: 2.7486, loss: 2.7486, grad_norm: 1.5636 2020-10-05 16:23:34,607 - mmaction - INFO - Epoch [164][300/999] lr: 1.751e-01, eta: 1 day, 1:58:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6424, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.5763 2020-10-05 16:23:54,517 - mmaction - INFO - Epoch [164][320/999] lr: 1.751e-01, eta: 1 day, 1:57:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4014, top5_acc: 0.6467, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.5239 2020-10-05 16:24:14,452 - mmaction - INFO - Epoch [164][340/999] lr: 1.751e-01, eta: 1 day, 1:57:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4094, top5_acc: 0.6490, loss_cls: 2.7304, loss: 2.7304, grad_norm: 1.5518 2020-10-05 16:24:34,422 - mmaction - INFO - Epoch [164][360/999] lr: 1.751e-01, eta: 1 day, 1:57:09, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.3909, top5_acc: 0.6411, loss_cls: 2.7912, loss: 2.7912, grad_norm: 1.5359 2020-10-05 16:24:54,443 - mmaction - INFO - Epoch [164][380/999] lr: 1.751e-01, eta: 1 day, 1:56:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.3952, top5_acc: 0.6487, loss_cls: 2.7647, loss: 2.7647, grad_norm: 1.5660 2020-10-05 16:25:14,346 - mmaction - INFO - Epoch [164][400/999] lr: 1.751e-01, eta: 1 day, 1:56:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3961, top5_acc: 0.6475, loss_cls: 2.7368, loss: 2.7368, grad_norm: 1.5654 2020-10-05 16:25:34,325 - mmaction - INFO - Epoch [164][420/999] lr: 1.751e-01, eta: 1 day, 1:56:08, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6565, loss_cls: 2.7067, loss: 2.7067, grad_norm: 1.5686 2020-10-05 16:25:54,252 - mmaction - INFO - Epoch [164][440/999] lr: 1.751e-01, eta: 1 day, 1:55:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4043, top5_acc: 0.6410, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.5645 2020-10-05 16:26:14,145 - mmaction - INFO - Epoch [164][460/999] lr: 1.751e-01, eta: 1 day, 1:55:27, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.3975, top5_acc: 0.6444, loss_cls: 2.7633, loss: 2.7633, grad_norm: 1.5674 2020-10-05 16:26:34,082 - mmaction - INFO - Epoch [164][480/999] lr: 1.751e-01, eta: 1 day, 1:55:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4062, top5_acc: 0.6474, loss_cls: 2.7580, loss: 2.7580, grad_norm: 1.5284 2020-10-05 16:26:53,982 - mmaction - INFO - Epoch [164][500/999] lr: 1.751e-01, eta: 1 day, 1:54:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.3956, top5_acc: 0.6443, loss_cls: 2.7772, loss: 2.7772, grad_norm: 1.5766 2020-10-05 16:27:13,937 - mmaction - INFO - Epoch [164][520/999] lr: 1.751e-01, eta: 1 day, 1:54:26, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.3915, top5_acc: 0.6490, loss_cls: 2.7639, loss: 2.7639, grad_norm: 1.5385 2020-10-05 16:27:33,833 - mmaction - INFO - Epoch [164][540/999] lr: 1.751e-01, eta: 1 day, 1:54:06, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3910, top5_acc: 0.6536, loss_cls: 2.7457, loss: 2.7457, grad_norm: 1.5735 2020-10-05 16:27:53,715 - mmaction - INFO - Epoch [164][560/999] lr: 1.751e-01, eta: 1 day, 1:53:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3940, top5_acc: 0.6456, loss_cls: 2.7914, loss: 2.7914, grad_norm: 1.5753 2020-10-05 16:28:13,715 - mmaction - INFO - Epoch [164][580/999] lr: 1.751e-01, eta: 1 day, 1:53:25, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.7564, loss: 2.7564, grad_norm: 1.5491 2020-10-05 16:28:33,676 - mmaction - INFO - Epoch [164][600/999] lr: 1.751e-01, eta: 1 day, 1:53:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4053, top5_acc: 0.6441, loss_cls: 2.7458, loss: 2.7458, grad_norm: 1.5769 2020-10-05 16:28:53,613 - mmaction - INFO - Epoch [164][620/999] lr: 1.751e-01, eta: 1 day, 1:52:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4030, top5_acc: 0.6470, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.5601 2020-10-05 16:29:13,580 - mmaction - INFO - Epoch [164][640/999] lr: 1.751e-01, eta: 1 day, 1:52:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4008, top5_acc: 0.6484, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.5460 2020-10-05 16:29:33,504 - mmaction - INFO - Epoch [164][660/999] lr: 1.751e-01, eta: 1 day, 1:52:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6478, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.5442 2020-10-05 16:29:53,364 - mmaction - INFO - Epoch [164][680/999] lr: 1.751e-01, eta: 1 day, 1:51:43, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6562, loss_cls: 2.7198, loss: 2.7198, grad_norm: 1.5748 2020-10-05 16:30:14,189 - mmaction - INFO - Epoch [164][700/999] lr: 1.751e-01, eta: 1 day, 1:51:23, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.4072, top5_acc: 0.6462, loss_cls: 2.7194, loss: 2.7194, grad_norm: 1.5564 2020-10-05 16:30:34,115 - mmaction - INFO - Epoch [164][720/999] lr: 1.751e-01, eta: 1 day, 1:51:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6449, loss_cls: 2.7675, loss: 2.7675, grad_norm: 1.5628 2020-10-05 16:30:54,031 - mmaction - INFO - Epoch [164][740/999] lr: 1.751e-01, eta: 1 day, 1:50:43, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.3983, top5_acc: 0.6397, loss_cls: 2.7759, loss: 2.7759, grad_norm: 1.5490 2020-10-05 16:31:13,921 - mmaction - INFO - Epoch [164][760/999] lr: 1.751e-01, eta: 1 day, 1:50:22, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.7746, loss: 2.7746, grad_norm: 1.5496 2020-10-05 16:31:33,840 - mmaction - INFO - Epoch [164][780/999] lr: 1.751e-01, eta: 1 day, 1:50:02, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4057, top5_acc: 0.6477, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.5580 2020-10-05 16:31:53,725 - mmaction - INFO - Epoch [164][800/999] lr: 1.751e-01, eta: 1 day, 1:49:42, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.3996, top5_acc: 0.6486, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.5716 2020-10-05 16:32:13,653 - mmaction - INFO - Epoch [164][820/999] lr: 1.751e-01, eta: 1 day, 1:49:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3971, top5_acc: 0.6421, loss_cls: 2.7815, loss: 2.7815, grad_norm: 1.5348 2020-10-05 16:32:33,518 - mmaction - INFO - Epoch [164][840/999] lr: 1.751e-01, eta: 1 day, 1:49:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6465, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.5555 2020-10-05 16:32:53,413 - mmaction - INFO - Epoch [164][860/999] lr: 1.751e-01, eta: 1 day, 1:48:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4009, top5_acc: 0.6380, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.5383 2020-10-05 16:33:13,333 - mmaction - INFO - Epoch [164][880/999] lr: 1.751e-01, eta: 1 day, 1:48:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3862, top5_acc: 0.6408, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.5592 2020-10-05 16:33:33,202 - mmaction - INFO - Epoch [164][900/999] lr: 1.751e-01, eta: 1 day, 1:48:00, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.3997, top5_acc: 0.6479, loss_cls: 2.7380, loss: 2.7380, grad_norm: 1.5292 2020-10-05 16:33:53,107 - mmaction - INFO - Epoch [164][920/999] lr: 1.751e-01, eta: 1 day, 1:47:39, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3971, top5_acc: 0.6480, loss_cls: 2.7631, loss: 2.7631, grad_norm: 1.5674 2020-10-05 16:34:13,149 - mmaction - INFO - Epoch [164][940/999] lr: 1.751e-01, eta: 1 day, 1:47:19, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4038, top5_acc: 0.6453, loss_cls: 2.7489, loss: 2.7489, grad_norm: 1.5461 2020-10-05 16:34:33,028 - mmaction - INFO - Epoch [164][960/999] lr: 1.751e-01, eta: 1 day, 1:46:59, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3996, top5_acc: 0.6479, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.5602 2020-10-05 16:34:52,867 - mmaction - INFO - Epoch [164][980/999] lr: 1.751e-01, eta: 1 day, 1:46:38, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4049, top5_acc: 0.6488, loss_cls: 2.7248, loss: 2.7248, grad_norm: 1.5801 2020-10-05 16:36:01,354 - mmaction - INFO - Epoch [165][20/999] lr: 1.717e-01, eta: 1 day, 1:46:05, time: 2.470, data_time: 1.448, memory: 8478, top1_acc: 0.3978, top5_acc: 0.6527, loss_cls: 2.7303, loss: 2.7303, grad_norm: 1.5464 2020-10-05 16:36:21,057 - mmaction - INFO - Epoch [165][40/999] lr: 1.717e-01, eta: 1 day, 1:45:44, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.4208, top5_acc: 0.6568, loss_cls: 2.6850, loss: 2.6850, grad_norm: 1.5725 2020-10-05 16:36:40,876 - mmaction - INFO - Epoch [165][60/999] lr: 1.717e-01, eta: 1 day, 1:45:24, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4017, top5_acc: 0.6479, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.5605 2020-10-05 16:37:00,760 - mmaction - INFO - Epoch [165][80/999] lr: 1.717e-01, eta: 1 day, 1:45:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4161, top5_acc: 0.6578, loss_cls: 2.6815, loss: 2.6815, grad_norm: 1.5594 2020-10-05 16:37:20,677 - mmaction - INFO - Epoch [165][100/999] lr: 1.717e-01, eta: 1 day, 1:44:43, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3961, top5_acc: 0.6521, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.5755 2020-10-05 16:37:40,603 - mmaction - INFO - Epoch [165][120/999] lr: 1.717e-01, eta: 1 day, 1:44:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4105, top5_acc: 0.6585, loss_cls: 2.6987, loss: 2.6987, grad_norm: 1.5528 2020-10-05 16:38:00,599 - mmaction - INFO - Epoch [165][140/999] lr: 1.717e-01, eta: 1 day, 1:44:02, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6517, loss_cls: 2.7068, loss: 2.7068, grad_norm: 1.5717 2020-10-05 16:38:20,463 - mmaction - INFO - Epoch [165][160/999] lr: 1.717e-01, eta: 1 day, 1:43:42, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4095, top5_acc: 0.6495, loss_cls: 2.7261, loss: 2.7261, grad_norm: 1.5423 2020-10-05 16:38:40,405 - mmaction - INFO - Epoch [165][180/999] lr: 1.717e-01, eta: 1 day, 1:43:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4125, top5_acc: 0.6599, loss_cls: 2.6920, loss: 2.6920, grad_norm: 1.5747 2020-10-05 16:39:00,300 - mmaction - INFO - Epoch [165][200/999] lr: 1.717e-01, eta: 1 day, 1:43:01, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4026, top5_acc: 0.6505, loss_cls: 2.7300, loss: 2.7300, grad_norm: 1.5702 2020-10-05 16:39:20,184 - mmaction - INFO - Epoch [165][220/999] lr: 1.717e-01, eta: 1 day, 1:42:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4007, top5_acc: 0.6444, loss_cls: 2.7576, loss: 2.7576, grad_norm: 1.5788 2020-10-05 16:39:40,188 - mmaction - INFO - Epoch [165][240/999] lr: 1.717e-01, eta: 1 day, 1:42:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4064, top5_acc: 0.6525, loss_cls: 2.7111, loss: 2.7111, grad_norm: 1.5716 2020-10-05 16:40:00,090 - mmaction - INFO - Epoch [165][260/999] lr: 1.717e-01, eta: 1 day, 1:42:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4005, top5_acc: 0.6423, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.5762 2020-10-05 16:40:20,040 - mmaction - INFO - Epoch [165][280/999] lr: 1.717e-01, eta: 1 day, 1:41:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4069, top5_acc: 0.6540, loss_cls: 2.7153, loss: 2.7153, grad_norm: 1.5801 2020-10-05 16:40:39,946 - mmaction - INFO - Epoch [165][300/999] lr: 1.717e-01, eta: 1 day, 1:41:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4107, top5_acc: 0.6589, loss_cls: 2.7109, loss: 2.7109, grad_norm: 1.5545 2020-10-05 16:40:59,844 - mmaction - INFO - Epoch [165][320/999] lr: 1.717e-01, eta: 1 day, 1:40:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4012, top5_acc: 0.6465, loss_cls: 2.7419, loss: 2.7419, grad_norm: 1.5596 2020-10-05 16:41:19,709 - mmaction - INFO - Epoch [165][340/999] lr: 1.717e-01, eta: 1 day, 1:40:39, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4105, top5_acc: 0.6452, loss_cls: 2.7533, loss: 2.7533, grad_norm: 1.5649 2020-10-05 16:41:39,612 - mmaction - INFO - Epoch [165][360/999] lr: 1.717e-01, eta: 1 day, 1:40:19, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4021, top5_acc: 0.6505, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.5539 2020-10-05 16:41:59,550 - mmaction - INFO - Epoch [165][380/999] lr: 1.717e-01, eta: 1 day, 1:39:58, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4099, top5_acc: 0.6534, loss_cls: 2.6980, loss: 2.6980, grad_norm: 1.5541 2020-10-05 16:42:19,421 - mmaction - INFO - Epoch [165][400/999] lr: 1.717e-01, eta: 1 day, 1:39:38, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4063, top5_acc: 0.6473, loss_cls: 2.7085, loss: 2.7085, grad_norm: 1.5479 2020-10-05 16:42:39,359 - mmaction - INFO - Epoch [165][420/999] lr: 1.717e-01, eta: 1 day, 1:39:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6527, loss_cls: 2.7295, loss: 2.7295, grad_norm: 1.5672 2020-10-05 16:42:59,159 - mmaction - INFO - Epoch [165][440/999] lr: 1.717e-01, eta: 1 day, 1:38:57, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4026, top5_acc: 0.6522, loss_cls: 2.7239, loss: 2.7239, grad_norm: 1.5762 2020-10-05 16:43:19,074 - mmaction - INFO - Epoch [165][460/999] lr: 1.717e-01, eta: 1 day, 1:38:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6527, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.5775 2020-10-05 16:43:38,943 - mmaction - INFO - Epoch [165][480/999] lr: 1.717e-01, eta: 1 day, 1:38:17, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4049, top5_acc: 0.6456, loss_cls: 2.7309, loss: 2.7309, grad_norm: 1.5463 2020-10-05 16:43:58,906 - mmaction - INFO - Epoch [165][500/999] lr: 1.717e-01, eta: 1 day, 1:37:56, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4026, top5_acc: 0.6501, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.5558 2020-10-05 16:44:18,738 - mmaction - INFO - Epoch [165][520/999] lr: 1.717e-01, eta: 1 day, 1:37:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3967, top5_acc: 0.6531, loss_cls: 2.7531, loss: 2.7531, grad_norm: 1.5965 2020-10-05 16:44:38,636 - mmaction - INFO - Epoch [165][540/999] lr: 1.717e-01, eta: 1 day, 1:37:15, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.3947, top5_acc: 0.6474, loss_cls: 2.7513, loss: 2.7513, grad_norm: 1.5662 2020-10-05 16:44:58,512 - mmaction - INFO - Epoch [165][560/999] lr: 1.717e-01, eta: 1 day, 1:36:55, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.4064, top5_acc: 0.6553, loss_cls: 2.7367, loss: 2.7367, grad_norm: 1.5901 2020-10-05 16:45:18,489 - mmaction - INFO - Epoch [165][580/999] lr: 1.717e-01, eta: 1 day, 1:36:35, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.3951, top5_acc: 0.6419, loss_cls: 2.7645, loss: 2.7645, grad_norm: 1.6023 2020-10-05 16:45:38,401 - mmaction - INFO - Epoch [165][600/999] lr: 1.717e-01, eta: 1 day, 1:36:14, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4008, top5_acc: 0.6507, loss_cls: 2.7410, loss: 2.7410, grad_norm: 1.5453 2020-10-05 16:45:58,310 - mmaction - INFO - Epoch [165][620/999] lr: 1.717e-01, eta: 1 day, 1:35:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4013, top5_acc: 0.6451, loss_cls: 2.7370, loss: 2.7370, grad_norm: 1.5674 2020-10-05 16:46:18,262 - mmaction - INFO - Epoch [165][640/999] lr: 1.717e-01, eta: 1 day, 1:35:34, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4049, top5_acc: 0.6479, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.5551 2020-10-05 16:46:38,279 - mmaction - INFO - Epoch [165][660/999] lr: 1.717e-01, eta: 1 day, 1:35:14, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4048, top5_acc: 0.6518, loss_cls: 2.7353, loss: 2.7353, grad_norm: 1.5637 2020-10-05 16:46:58,247 - mmaction - INFO - Epoch [165][680/999] lr: 1.717e-01, eta: 1 day, 1:34:53, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6488, loss_cls: 2.7369, loss: 2.7369, grad_norm: 1.5721 2020-10-05 16:47:18,256 - mmaction - INFO - Epoch [165][700/999] lr: 1.717e-01, eta: 1 day, 1:34:33, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.3995, top5_acc: 0.6488, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.5710 2020-10-05 16:47:38,255 - mmaction - INFO - Epoch [165][720/999] lr: 1.717e-01, eta: 1 day, 1:34:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4004, top5_acc: 0.6512, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.5826 2020-10-05 16:47:58,188 - mmaction - INFO - Epoch [165][740/999] lr: 1.717e-01, eta: 1 day, 1:33:52, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4036, top5_acc: 0.6540, loss_cls: 2.7465, loss: 2.7465, grad_norm: 1.5494 2020-10-05 16:48:18,157 - mmaction - INFO - Epoch [165][760/999] lr: 1.717e-01, eta: 1 day, 1:33:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3965, top5_acc: 0.6388, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.5923 2020-10-05 16:48:38,082 - mmaction - INFO - Epoch [165][780/999] lr: 1.717e-01, eta: 1 day, 1:33:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4072, top5_acc: 0.6505, loss_cls: 2.7309, loss: 2.7309, grad_norm: 1.5462 2020-10-05 16:48:58,050 - mmaction - INFO - Epoch [165][800/999] lr: 1.717e-01, eta: 1 day, 1:32:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4155, top5_acc: 0.6548, loss_cls: 2.7122, loss: 2.7122, grad_norm: 1.5707 2020-10-05 16:49:18,148 - mmaction - INFO - Epoch [165][820/999] lr: 1.717e-01, eta: 1 day, 1:32:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3943, top5_acc: 0.6512, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.5741 2020-10-05 16:49:38,056 - mmaction - INFO - Epoch [165][840/999] lr: 1.717e-01, eta: 1 day, 1:32:11, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6458, loss_cls: 2.7487, loss: 2.7487, grad_norm: 1.5642 2020-10-05 16:49:57,991 - mmaction - INFO - Epoch [165][860/999] lr: 1.717e-01, eta: 1 day, 1:31:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3971, top5_acc: 0.6470, loss_cls: 2.7588, loss: 2.7588, grad_norm: 1.6048 2020-10-05 16:50:17,940 - mmaction - INFO - Epoch [165][880/999] lr: 1.717e-01, eta: 1 day, 1:31:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3977, top5_acc: 0.6379, loss_cls: 2.7719, loss: 2.7719, grad_norm: 1.5528 2020-10-05 16:50:37,839 - mmaction - INFO - Epoch [165][900/999] lr: 1.717e-01, eta: 1 day, 1:31:10, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4065, top5_acc: 0.6414, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.5737 2020-10-05 16:50:57,887 - mmaction - INFO - Epoch [165][920/999] lr: 1.717e-01, eta: 1 day, 1:30:49, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.3924, top5_acc: 0.6374, loss_cls: 2.7963, loss: 2.7963, grad_norm: 1.5498 2020-10-05 16:51:17,697 - mmaction - INFO - Epoch [165][940/999] lr: 1.717e-01, eta: 1 day, 1:30:29, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3923, top5_acc: 0.6384, loss_cls: 2.7955, loss: 2.7955, grad_norm: 1.5597 2020-10-05 16:51:37,673 - mmaction - INFO - Epoch [165][960/999] lr: 1.717e-01, eta: 1 day, 1:30:09, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6508, loss_cls: 2.7170, loss: 2.7170, grad_norm: 1.5706 2020-10-05 16:51:57,658 - mmaction - INFO - Epoch [165][980/999] lr: 1.717e-01, eta: 1 day, 1:29:48, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4000, top5_acc: 0.6473, loss_cls: 2.7531, loss: 2.7531, grad_norm: 1.5603 2020-10-05 16:53:06,467 - mmaction - INFO - Epoch [166][20/999] lr: 1.684e-01, eta: 1 day, 1:29:15, time: 2.487, data_time: 1.480, memory: 8478, top1_acc: 0.4090, top5_acc: 0.6565, loss_cls: 2.7025, loss: 2.7025, grad_norm: 1.5595 2020-10-05 16:53:26,062 - mmaction - INFO - Epoch [166][40/999] lr: 1.684e-01, eta: 1 day, 1:28:54, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.4109, top5_acc: 0.6565, loss_cls: 2.6868, loss: 2.6868, grad_norm: 1.5538 2020-10-05 16:53:45,904 - mmaction - INFO - Epoch [166][60/999] lr: 1.684e-01, eta: 1 day, 1:28:34, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4021, top5_acc: 0.6500, loss_cls: 2.7338, loss: 2.7338, grad_norm: 1.5947 2020-10-05 16:54:05,778 - mmaction - INFO - Epoch [166][80/999] lr: 1.684e-01, eta: 1 day, 1:28:14, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4158, top5_acc: 0.6578, loss_cls: 2.6935, loss: 2.6935, grad_norm: 1.5516 2020-10-05 16:54:25,661 - mmaction - INFO - Epoch [166][100/999] lr: 1.684e-01, eta: 1 day, 1:27:53, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4156, top5_acc: 0.6641, loss_cls: 2.6550, loss: 2.6550, grad_norm: 1.5528 2020-10-05 16:54:45,615 - mmaction - INFO - Epoch [166][120/999] lr: 1.684e-01, eta: 1 day, 1:27:33, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6549, loss_cls: 2.6923, loss: 2.6923, grad_norm: 1.5685 2020-10-05 16:55:05,552 - mmaction - INFO - Epoch [166][140/999] lr: 1.684e-01, eta: 1 day, 1:27:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4074, top5_acc: 0.6492, loss_cls: 2.7066, loss: 2.7066, grad_norm: 1.5890 2020-10-05 16:55:25,485 - mmaction - INFO - Epoch [166][160/999] lr: 1.684e-01, eta: 1 day, 1:26:52, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.3931, top5_acc: 0.6522, loss_cls: 2.7354, loss: 2.7354, grad_norm: 1.5644 2020-10-05 16:55:45,413 - mmaction - INFO - Epoch [166][180/999] lr: 1.684e-01, eta: 1 day, 1:26:32, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6487, loss_cls: 2.7492, loss: 2.7492, grad_norm: 1.5772 2020-10-05 16:56:05,243 - mmaction - INFO - Epoch [166][200/999] lr: 1.684e-01, eta: 1 day, 1:26:11, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4092, top5_acc: 0.6530, loss_cls: 2.7225, loss: 2.7225, grad_norm: 1.5642 2020-10-05 16:56:25,221 - mmaction - INFO - Epoch [166][220/999] lr: 1.684e-01, eta: 1 day, 1:25:51, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4091, top5_acc: 0.6516, loss_cls: 2.7072, loss: 2.7072, grad_norm: 1.5831 2020-10-05 16:56:45,122 - mmaction - INFO - Epoch [166][240/999] lr: 1.684e-01, eta: 1 day, 1:25:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4116, top5_acc: 0.6509, loss_cls: 2.7191, loss: 2.7191, grad_norm: 1.5640 2020-10-05 16:57:05,102 - mmaction - INFO - Epoch [166][260/999] lr: 1.684e-01, eta: 1 day, 1:25:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6568, loss_cls: 2.6853, loss: 2.6853, grad_norm: 1.5596 2020-10-05 16:57:24,975 - mmaction - INFO - Epoch [166][280/999] lr: 1.684e-01, eta: 1 day, 1:24:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4038, top5_acc: 0.6482, loss_cls: 2.7373, loss: 2.7373, grad_norm: 1.5818 2020-10-05 16:57:44,926 - mmaction - INFO - Epoch [166][300/999] lr: 1.684e-01, eta: 1 day, 1:24:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4035, top5_acc: 0.6430, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.5826 2020-10-05 16:58:04,862 - mmaction - INFO - Epoch [166][320/999] lr: 1.684e-01, eta: 1 day, 1:24:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3999, top5_acc: 0.6529, loss_cls: 2.7220, loss: 2.7220, grad_norm: 1.5843 2020-10-05 16:58:24,850 - mmaction - INFO - Epoch [166][340/999] lr: 1.684e-01, eta: 1 day, 1:23:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.3999, top5_acc: 0.6486, loss_cls: 2.7493, loss: 2.7493, grad_norm: 1.5747 2020-10-05 16:58:44,754 - mmaction - INFO - Epoch [166][360/999] lr: 1.684e-01, eta: 1 day, 1:23:29, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6543, loss_cls: 2.7057, loss: 2.7057, grad_norm: 1.5593 2020-10-05 16:59:04,607 - mmaction - INFO - Epoch [166][380/999] lr: 1.684e-01, eta: 1 day, 1:23:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6452, loss_cls: 2.7451, loss: 2.7451, grad_norm: 1.5786 2020-10-05 16:59:24,509 - mmaction - INFO - Epoch [166][400/999] lr: 1.684e-01, eta: 1 day, 1:22:48, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3949, top5_acc: 0.6447, loss_cls: 2.7279, loss: 2.7279, grad_norm: 1.5864 2020-10-05 16:59:44,409 - mmaction - INFO - Epoch [166][420/999] lr: 1.684e-01, eta: 1 day, 1:22:28, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4139, top5_acc: 0.6583, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.5570 2020-10-05 17:00:05,372 - mmaction - INFO - Epoch [166][440/999] lr: 1.684e-01, eta: 1 day, 1:22:08, time: 1.048, data_time: 0.002, memory: 8478, top1_acc: 0.4105, top5_acc: 0.6470, loss_cls: 2.7264, loss: 2.7264, grad_norm: 1.5552 2020-10-05 17:00:26,168 - mmaction - INFO - Epoch [166][460/999] lr: 1.684e-01, eta: 1 day, 1:21:48, time: 1.039, data_time: 0.002, memory: 8478, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.5704 2020-10-05 17:00:46,060 - mmaction - INFO - Epoch [166][480/999] lr: 1.684e-01, eta: 1 day, 1:21:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4018, top5_acc: 0.6479, loss_cls: 2.7358, loss: 2.7358, grad_norm: 1.6057 2020-10-05 17:01:06,003 - mmaction - INFO - Epoch [166][500/999] lr: 1.684e-01, eta: 1 day, 1:21:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6458, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.5773 2020-10-05 17:01:25,902 - mmaction - INFO - Epoch [166][520/999] lr: 1.684e-01, eta: 1 day, 1:20:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4016, top5_acc: 0.6499, loss_cls: 2.7455, loss: 2.7455, grad_norm: 1.5964 2020-10-05 17:01:45,808 - mmaction - INFO - Epoch [166][540/999] lr: 1.684e-01, eta: 1 day, 1:20:27, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4069, top5_acc: 0.6505, loss_cls: 2.7295, loss: 2.7295, grad_norm: 1.5867 2020-10-05 17:02:05,650 - mmaction - INFO - Epoch [166][560/999] lr: 1.684e-01, eta: 1 day, 1:20:06, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6470, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.5665 2020-10-05 17:02:25,551 - mmaction - INFO - Epoch [166][580/999] lr: 1.684e-01, eta: 1 day, 1:19:46, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4118, top5_acc: 0.6549, loss_cls: 2.7061, loss: 2.7061, grad_norm: 1.5725 2020-10-05 17:02:45,439 - mmaction - INFO - Epoch [166][600/999] lr: 1.684e-01, eta: 1 day, 1:19:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4016, top5_acc: 0.6478, loss_cls: 2.7254, loss: 2.7254, grad_norm: 1.5669 2020-10-05 17:03:05,331 - mmaction - INFO - Epoch [166][620/999] lr: 1.684e-01, eta: 1 day, 1:19:05, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4069, top5_acc: 0.6543, loss_cls: 2.7189, loss: 2.7189, grad_norm: 1.5766 2020-10-05 17:03:25,281 - mmaction - INFO - Epoch [166][640/999] lr: 1.684e-01, eta: 1 day, 1:18:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4070, top5_acc: 0.6526, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.5806 2020-10-05 17:03:45,225 - mmaction - INFO - Epoch [166][660/999] lr: 1.684e-01, eta: 1 day, 1:18:25, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.3896, top5_acc: 0.6346, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.5950 2020-10-05 17:04:05,094 - mmaction - INFO - Epoch [166][680/999] lr: 1.684e-01, eta: 1 day, 1:18:04, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.3983, top5_acc: 0.6527, loss_cls: 2.7357, loss: 2.7357, grad_norm: 1.5906 2020-10-05 17:04:25,152 - mmaction - INFO - Epoch [166][700/999] lr: 1.684e-01, eta: 1 day, 1:17:44, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4074, top5_acc: 0.6503, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.5606 2020-10-05 17:04:45,002 - mmaction - INFO - Epoch [166][720/999] lr: 1.684e-01, eta: 1 day, 1:17:24, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6503, loss_cls: 2.7358, loss: 2.7358, grad_norm: 1.5794 2020-10-05 17:05:04,987 - mmaction - INFO - Epoch [166][740/999] lr: 1.684e-01, eta: 1 day, 1:17:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.3964, top5_acc: 0.6411, loss_cls: 2.7780, loss: 2.7780, grad_norm: 1.5816 2020-10-05 17:05:24,874 - mmaction - INFO - Epoch [166][760/999] lr: 1.684e-01, eta: 1 day, 1:16:43, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3978, top5_acc: 0.6457, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.5806 2020-10-05 17:05:44,738 - mmaction - INFO - Epoch [166][780/999] lr: 1.684e-01, eta: 1 day, 1:16:23, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4018, top5_acc: 0.6478, loss_cls: 2.7375, loss: 2.7375, grad_norm: 1.5590 2020-10-05 17:06:04,657 - mmaction - INFO - Epoch [166][800/999] lr: 1.684e-01, eta: 1 day, 1:16:02, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.3982, top5_acc: 0.6452, loss_cls: 2.7389, loss: 2.7389, grad_norm: 1.5636 2020-10-05 17:06:24,507 - mmaction - INFO - Epoch [166][820/999] lr: 1.684e-01, eta: 1 day, 1:15:42, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4051, top5_acc: 0.6509, loss_cls: 2.7514, loss: 2.7514, grad_norm: 1.5774 2020-10-05 17:06:44,374 - mmaction - INFO - Epoch [166][840/999] lr: 1.684e-01, eta: 1 day, 1:15:22, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6542, loss_cls: 2.7353, loss: 2.7353, grad_norm: 1.5438 2020-10-05 17:07:04,243 - mmaction - INFO - Epoch [166][860/999] lr: 1.684e-01, eta: 1 day, 1:15:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6454, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.5876 2020-10-05 17:07:24,127 - mmaction - INFO - Epoch [166][880/999] lr: 1.684e-01, eta: 1 day, 1:14:41, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4103, top5_acc: 0.6526, loss_cls: 2.7069, loss: 2.7069, grad_norm: 1.5613 2020-10-05 17:07:44,056 - mmaction - INFO - Epoch [166][900/999] lr: 1.684e-01, eta: 1 day, 1:14:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6534, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.5702 2020-10-05 17:08:04,000 - mmaction - INFO - Epoch [166][920/999] lr: 1.684e-01, eta: 1 day, 1:14:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4091, top5_acc: 0.6581, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.5760 2020-10-05 17:08:23,858 - mmaction - INFO - Epoch [166][940/999] lr: 1.684e-01, eta: 1 day, 1:13:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.3974, top5_acc: 0.6432, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.5882 2020-10-05 17:08:43,787 - mmaction - INFO - Epoch [166][960/999] lr: 1.684e-01, eta: 1 day, 1:13:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4139, top5_acc: 0.6592, loss_cls: 2.6894, loss: 2.6894, grad_norm: 1.5913 2020-10-05 17:09:03,763 - mmaction - INFO - Epoch [166][980/999] lr: 1.684e-01, eta: 1 day, 1:12:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3966, top5_acc: 0.6427, loss_cls: 2.7683, loss: 2.7683, grad_norm: 1.5737 2020-10-05 17:10:17,045 - mmaction - INFO - Epoch [167][20/999] lr: 1.651e-01, eta: 1 day, 1:12:27, time: 2.633, data_time: 1.653, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6500, loss_cls: 2.6842, loss: 2.6842, grad_norm: 1.6075 2020-10-05 17:10:36,741 - mmaction - INFO - Epoch [167][40/999] lr: 1.651e-01, eta: 1 day, 1:12:07, time: 0.985, data_time: 0.004, memory: 8478, top1_acc: 0.4074, top5_acc: 0.6531, loss_cls: 2.7135, loss: 2.7135, grad_norm: 1.5703 2020-10-05 17:10:56,538 - mmaction - INFO - Epoch [167][60/999] lr: 1.651e-01, eta: 1 day, 1:11:46, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4130, top5_acc: 0.6529, loss_cls: 2.7204, loss: 2.7204, grad_norm: 1.5920 2020-10-05 17:11:16,416 - mmaction - INFO - Epoch [167][80/999] lr: 1.651e-01, eta: 1 day, 1:11:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4036, top5_acc: 0.6530, loss_cls: 2.7456, loss: 2.7456, grad_norm: 1.6056 2020-10-05 17:11:36,342 - mmaction - INFO - Epoch [167][100/999] lr: 1.651e-01, eta: 1 day, 1:11:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6576, loss_cls: 2.7057, loss: 2.7057, grad_norm: 1.5865 2020-10-05 17:11:56,223 - mmaction - INFO - Epoch [167][120/999] lr: 1.651e-01, eta: 1 day, 1:10:45, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6586, loss_cls: 2.6617, loss: 2.6617, grad_norm: 1.5953 2020-10-05 17:12:16,108 - mmaction - INFO - Epoch [167][140/999] lr: 1.651e-01, eta: 1 day, 1:10:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4107, top5_acc: 0.6559, loss_cls: 2.6961, loss: 2.6961, grad_norm: 1.6030 2020-10-05 17:12:36,086 - mmaction - INFO - Epoch [167][160/999] lr: 1.651e-01, eta: 1 day, 1:10:04, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4016, top5_acc: 0.6501, loss_cls: 2.7542, loss: 2.7542, grad_norm: 1.6156 2020-10-05 17:12:55,930 - mmaction - INFO - Epoch [167][180/999] lr: 1.651e-01, eta: 1 day, 1:09:44, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6633, loss_cls: 2.6665, loss: 2.6665, grad_norm: 1.5760 2020-10-05 17:13:15,849 - mmaction - INFO - Epoch [167][200/999] lr: 1.651e-01, eta: 1 day, 1:09:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4068, top5_acc: 0.6493, loss_cls: 2.7472, loss: 2.7472, grad_norm: 1.6015 2020-10-05 17:13:35,872 - mmaction - INFO - Epoch [167][220/999] lr: 1.651e-01, eta: 1 day, 1:09:03, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6589, loss_cls: 2.7023, loss: 2.7023, grad_norm: 1.5675 2020-10-05 17:13:55,798 - mmaction - INFO - Epoch [167][240/999] lr: 1.651e-01, eta: 1 day, 1:08:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6561, loss_cls: 2.7158, loss: 2.7158, grad_norm: 1.5889 2020-10-05 17:14:15,744 - mmaction - INFO - Epoch [167][260/999] lr: 1.651e-01, eta: 1 day, 1:08:23, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4010, top5_acc: 0.6500, loss_cls: 2.7250, loss: 2.7250, grad_norm: 1.5865 2020-10-05 17:14:35,639 - mmaction - INFO - Epoch [167][280/999] lr: 1.651e-01, eta: 1 day, 1:08:02, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4020, top5_acc: 0.6600, loss_cls: 2.7107, loss: 2.7107, grad_norm: 1.5702 2020-10-05 17:14:55,577 - mmaction - INFO - Epoch [167][300/999] lr: 1.651e-01, eta: 1 day, 1:07:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4038, top5_acc: 0.6529, loss_cls: 2.7130, loss: 2.7130, grad_norm: 1.6058 2020-10-05 17:15:15,417 - mmaction - INFO - Epoch [167][320/999] lr: 1.651e-01, eta: 1 day, 1:07:22, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4008, top5_acc: 0.6374, loss_cls: 2.7607, loss: 2.7607, grad_norm: 1.5663 2020-10-05 17:15:35,288 - mmaction - INFO - Epoch [167][340/999] lr: 1.651e-01, eta: 1 day, 1:07:01, time: 0.994, data_time: 0.004, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6585, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.5794 2020-10-05 17:15:55,240 - mmaction - INFO - Epoch [167][360/999] lr: 1.651e-01, eta: 1 day, 1:06:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6529, loss_cls: 2.6988, loss: 2.6988, grad_norm: 1.6036 2020-10-05 17:16:15,216 - mmaction - INFO - Epoch [167][380/999] lr: 1.651e-01, eta: 1 day, 1:06:21, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4043, top5_acc: 0.6493, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.5850 2020-10-05 17:16:35,125 - mmaction - INFO - Epoch [167][400/999] lr: 1.651e-01, eta: 1 day, 1:06:00, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4086, top5_acc: 0.6587, loss_cls: 2.6766, loss: 2.6766, grad_norm: 1.5889 2020-10-05 17:16:55,090 - mmaction - INFO - Epoch [167][420/999] lr: 1.651e-01, eta: 1 day, 1:05:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4128, top5_acc: 0.6587, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.5823 2020-10-05 17:17:15,054 - mmaction - INFO - Epoch [167][440/999] lr: 1.651e-01, eta: 1 day, 1:05:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6470, loss_cls: 2.7278, loss: 2.7278, grad_norm: 1.5856 2020-10-05 17:17:34,970 - mmaction - INFO - Epoch [167][460/999] lr: 1.651e-01, eta: 1 day, 1:04:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4113, top5_acc: 0.6520, loss_cls: 2.7102, loss: 2.7102, grad_norm: 1.5616 2020-10-05 17:17:54,842 - mmaction - INFO - Epoch [167][480/999] lr: 1.651e-01, eta: 1 day, 1:04:39, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.3952, top5_acc: 0.6410, loss_cls: 2.7629, loss: 2.7629, grad_norm: 1.5900 2020-10-05 17:18:14,705 - mmaction - INFO - Epoch [167][500/999] lr: 1.651e-01, eta: 1 day, 1:04:19, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6507, loss_cls: 2.7248, loss: 2.7248, grad_norm: 1.5570 2020-10-05 17:18:34,751 - mmaction - INFO - Epoch [167][520/999] lr: 1.651e-01, eta: 1 day, 1:03:58, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4113, top5_acc: 0.6557, loss_cls: 2.6916, loss: 2.6916, grad_norm: 1.5679 2020-10-05 17:18:54,683 - mmaction - INFO - Epoch [167][540/999] lr: 1.651e-01, eta: 1 day, 1:03:38, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4118, top5_acc: 0.6490, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.5840 2020-10-05 17:19:14,743 - mmaction - INFO - Epoch [167][560/999] lr: 1.651e-01, eta: 1 day, 1:03:18, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4039, top5_acc: 0.6490, loss_cls: 2.7428, loss: 2.7428, grad_norm: 1.5624 2020-10-05 17:19:34,643 - mmaction - INFO - Epoch [167][580/999] lr: 1.651e-01, eta: 1 day, 1:02:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.3944, top5_acc: 0.6431, loss_cls: 2.7633, loss: 2.7633, grad_norm: 1.5790 2020-10-05 17:19:54,620 - mmaction - INFO - Epoch [167][600/999] lr: 1.651e-01, eta: 1 day, 1:02:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4029, top5_acc: 0.6531, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.5809 2020-10-05 17:20:14,532 - mmaction - INFO - Epoch [167][620/999] lr: 1.651e-01, eta: 1 day, 1:02:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.7224, loss: 2.7224, grad_norm: 1.5935 2020-10-05 17:20:34,481 - mmaction - INFO - Epoch [167][640/999] lr: 1.651e-01, eta: 1 day, 1:01:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4096, top5_acc: 0.6574, loss_cls: 2.6999, loss: 2.6999, grad_norm: 1.5754 2020-10-05 17:20:54,312 - mmaction - INFO - Epoch [167][660/999] lr: 1.651e-01, eta: 1 day, 1:01:36, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6599, loss_cls: 2.6645, loss: 2.6645, grad_norm: 1.5639 2020-10-05 17:21:14,241 - mmaction - INFO - Epoch [167][680/999] lr: 1.651e-01, eta: 1 day, 1:01:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4177, top5_acc: 0.6595, loss_cls: 2.6802, loss: 2.6802, grad_norm: 1.5961 2020-10-05 17:21:34,054 - mmaction - INFO - Epoch [167][700/999] lr: 1.651e-01, eta: 1 day, 1:00:55, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.3960, top5_acc: 0.6488, loss_cls: 2.7500, loss: 2.7500, grad_norm: 1.5992 2020-10-05 17:21:53,888 - mmaction - INFO - Epoch [167][720/999] lr: 1.651e-01, eta: 1 day, 1:00:35, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4062, top5_acc: 0.6423, loss_cls: 2.7575, loss: 2.7575, grad_norm: 1.6156 2020-10-05 17:22:13,938 - mmaction - INFO - Epoch [167][740/999] lr: 1.651e-01, eta: 1 day, 1:00:15, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4065, top5_acc: 0.6482, loss_cls: 2.7435, loss: 2.7435, grad_norm: 1.5771 2020-10-05 17:22:33,799 - mmaction - INFO - Epoch [167][760/999] lr: 1.651e-01, eta: 1 day, 0:59:54, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4042, top5_acc: 0.6500, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.5927 2020-10-05 17:22:53,748 - mmaction - INFO - Epoch [167][780/999] lr: 1.651e-01, eta: 1 day, 0:59:34, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4013, top5_acc: 0.6501, loss_cls: 2.7413, loss: 2.7413, grad_norm: 1.5848 2020-10-05 17:23:13,643 - mmaction - INFO - Epoch [167][800/999] lr: 1.651e-01, eta: 1 day, 0:59:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6563, loss_cls: 2.7225, loss: 2.7225, grad_norm: 1.5818 2020-10-05 17:23:33,658 - mmaction - INFO - Epoch [167][820/999] lr: 1.651e-01, eta: 1 day, 0:58:54, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4087, top5_acc: 0.6566, loss_cls: 2.6965, loss: 2.6965, grad_norm: 1.5799 2020-10-05 17:23:53,466 - mmaction - INFO - Epoch [167][840/999] lr: 1.651e-01, eta: 1 day, 0:58:33, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.4052, top5_acc: 0.6525, loss_cls: 2.7130, loss: 2.7130, grad_norm: 1.5783 2020-10-05 17:24:13,388 - mmaction - INFO - Epoch [167][860/999] lr: 1.651e-01, eta: 1 day, 0:58:13, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4064, top5_acc: 0.6517, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.5852 2020-10-05 17:24:33,305 - mmaction - INFO - Epoch [167][880/999] lr: 1.651e-01, eta: 1 day, 0:57:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6465, loss_cls: 2.7512, loss: 2.7512, grad_norm: 1.5831 2020-10-05 17:24:53,244 - mmaction - INFO - Epoch [167][900/999] lr: 1.651e-01, eta: 1 day, 0:57:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.3996, top5_acc: 0.6517, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.5742 2020-10-05 17:25:13,092 - mmaction - INFO - Epoch [167][920/999] lr: 1.651e-01, eta: 1 day, 0:57:12, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4023, top5_acc: 0.6518, loss_cls: 2.7452, loss: 2.7452, grad_norm: 1.6066 2020-10-05 17:25:32,960 - mmaction - INFO - Epoch [167][940/999] lr: 1.651e-01, eta: 1 day, 0:56:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4099, top5_acc: 0.6512, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.5845 2020-10-05 17:25:52,864 - mmaction - INFO - Epoch [167][960/999] lr: 1.651e-01, eta: 1 day, 0:56:31, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.4115, top5_acc: 0.6570, loss_cls: 2.7027, loss: 2.7027, grad_norm: 1.5804 2020-10-05 17:26:12,792 - mmaction - INFO - Epoch [167][980/999] lr: 1.651e-01, eta: 1 day, 0:56:11, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4005, top5_acc: 0.6408, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.5977 2020-10-05 17:27:22,138 - mmaction - INFO - Epoch [168][20/999] lr: 1.618e-01, eta: 1 day, 0:55:37, time: 2.495, data_time: 1.512, memory: 8478, top1_acc: 0.4139, top5_acc: 0.6618, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.5815 2020-10-05 17:27:41,806 - mmaction - INFO - Epoch [168][40/999] lr: 1.618e-01, eta: 1 day, 0:55:17, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.4220, top5_acc: 0.6618, loss_cls: 2.6495, loss: 2.6495, grad_norm: 1.5768 2020-10-05 17:28:01,580 - mmaction - INFO - Epoch [168][60/999] lr: 1.618e-01, eta: 1 day, 0:54:56, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6540, loss_cls: 2.7043, loss: 2.7043, grad_norm: 1.5958 2020-10-05 17:28:21,537 - mmaction - INFO - Epoch [168][80/999] lr: 1.618e-01, eta: 1 day, 0:54:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4197, top5_acc: 0.6590, loss_cls: 2.6676, loss: 2.6676, grad_norm: 1.5828 2020-10-05 17:28:41,550 - mmaction - INFO - Epoch [168][100/999] lr: 1.618e-01, eta: 1 day, 0:54:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4236, top5_acc: 0.6650, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.5909 2020-10-05 17:29:01,502 - mmaction - INFO - Epoch [168][120/999] lr: 1.618e-01, eta: 1 day, 0:53:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4148, top5_acc: 0.6514, loss_cls: 2.6873, loss: 2.6873, grad_norm: 1.6274 2020-10-05 17:29:21,459 - mmaction - INFO - Epoch [168][140/999] lr: 1.618e-01, eta: 1 day, 0:53:35, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6503, loss_cls: 2.7223, loss: 2.7223, grad_norm: 1.5750 2020-10-05 17:29:41,407 - mmaction - INFO - Epoch [168][160/999] lr: 1.618e-01, eta: 1 day, 0:53:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4152, top5_acc: 0.6579, loss_cls: 2.6756, loss: 2.6756, grad_norm: 1.5577 2020-10-05 17:30:01,447 - mmaction - INFO - Epoch [168][180/999] lr: 1.618e-01, eta: 1 day, 0:52:54, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6565, loss_cls: 2.7103, loss: 2.7103, grad_norm: 1.5882 2020-10-05 17:30:22,258 - mmaction - INFO - Epoch [168][200/999] lr: 1.618e-01, eta: 1 day, 0:52:34, time: 1.039, data_time: 0.002, memory: 8478, top1_acc: 0.4165, top5_acc: 0.6585, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.5889 2020-10-05 17:30:42,200 - mmaction - INFO - Epoch [168][220/999] lr: 1.618e-01, eta: 1 day, 0:52:14, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4138, top5_acc: 0.6454, loss_cls: 2.7321, loss: 2.7321, grad_norm: 1.5838 2020-10-05 17:31:02,112 - mmaction - INFO - Epoch [168][240/999] lr: 1.618e-01, eta: 1 day, 0:51:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4103, top5_acc: 0.6600, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.5892 2020-10-05 17:31:22,019 - mmaction - INFO - Epoch [168][260/999] lr: 1.618e-01, eta: 1 day, 0:51:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4030, top5_acc: 0.6576, loss_cls: 2.7064, loss: 2.7064, grad_norm: 1.5902 2020-10-05 17:31:42,076 - mmaction - INFO - Epoch [168][280/999] lr: 1.618e-01, eta: 1 day, 0:51:13, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4111, top5_acc: 0.6609, loss_cls: 2.6820, loss: 2.6820, grad_norm: 1.5975 2020-10-05 17:32:01,953 - mmaction - INFO - Epoch [168][300/999] lr: 1.618e-01, eta: 1 day, 0:50:53, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4052, top5_acc: 0.6479, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.5967 2020-10-05 17:32:21,897 - mmaction - INFO - Epoch [168][320/999] lr: 1.618e-01, eta: 1 day, 0:50:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4150, top5_acc: 0.6608, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.5871 2020-10-05 17:32:41,849 - mmaction - INFO - Epoch [168][340/999] lr: 1.618e-01, eta: 1 day, 0:50:12, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6617, loss_cls: 2.6674, loss: 2.6674, grad_norm: 1.5914 2020-10-05 17:33:01,829 - mmaction - INFO - Epoch [168][360/999] lr: 1.618e-01, eta: 1 day, 0:49:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4134, top5_acc: 0.6599, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.6156 2020-10-05 17:33:21,758 - mmaction - INFO - Epoch [168][380/999] lr: 1.618e-01, eta: 1 day, 0:49:32, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4081, top5_acc: 0.6557, loss_cls: 2.7006, loss: 2.7006, grad_norm: 1.6155 2020-10-05 17:33:41,722 - mmaction - INFO - Epoch [168][400/999] lr: 1.618e-01, eta: 1 day, 0:49:11, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6574, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.6076 2020-10-05 17:34:01,622 - mmaction - INFO - Epoch [168][420/999] lr: 1.618e-01, eta: 1 day, 0:48:51, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4137, top5_acc: 0.6496, loss_cls: 2.7255, loss: 2.7255, grad_norm: 1.5645 2020-10-05 17:34:21,546 - mmaction - INFO - Epoch [168][440/999] lr: 1.618e-01, eta: 1 day, 0:48:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4178, top5_acc: 0.6585, loss_cls: 2.7009, loss: 2.7009, grad_norm: 1.6073 2020-10-05 17:34:41,447 - mmaction - INFO - Epoch [168][460/999] lr: 1.618e-01, eta: 1 day, 0:48:10, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4163, top5_acc: 0.6581, loss_cls: 2.6791, loss: 2.6791, grad_norm: 1.5815 2020-10-05 17:35:01,370 - mmaction - INFO - Epoch [168][480/999] lr: 1.618e-01, eta: 1 day, 0:47:50, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4111, top5_acc: 0.6589, loss_cls: 2.7153, loss: 2.7153, grad_norm: 1.6352 2020-10-05 17:35:21,307 - mmaction - INFO - Epoch [168][500/999] lr: 1.618e-01, eta: 1 day, 0:47:30, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4040, top5_acc: 0.6466, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.5944 2020-10-05 17:35:41,309 - mmaction - INFO - Epoch [168][520/999] lr: 1.618e-01, eta: 1 day, 0:47:09, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4044, top5_acc: 0.6510, loss_cls: 2.7166, loss: 2.7166, grad_norm: 1.5852 2020-10-05 17:36:01,168 - mmaction - INFO - Epoch [168][540/999] lr: 1.618e-01, eta: 1 day, 0:46:49, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4113, top5_acc: 0.6583, loss_cls: 2.7065, loss: 2.7065, grad_norm: 1.6194 2020-10-05 17:36:20,982 - mmaction - INFO - Epoch [168][560/999] lr: 1.618e-01, eta: 1 day, 0:46:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4070, top5_acc: 0.6525, loss_cls: 2.7037, loss: 2.7037, grad_norm: 1.5890 2020-10-05 17:36:41,029 - mmaction - INFO - Epoch [168][580/999] lr: 1.618e-01, eta: 1 day, 0:46:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4124, top5_acc: 0.6526, loss_cls: 2.6874, loss: 2.6874, grad_norm: 1.5776 2020-10-05 17:37:00,966 - mmaction - INFO - Epoch [168][600/999] lr: 1.618e-01, eta: 1 day, 0:45:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4000, top5_acc: 0.6564, loss_cls: 2.7070, loss: 2.7070, grad_norm: 1.6175 2020-10-05 17:37:20,904 - mmaction - INFO - Epoch [168][620/999] lr: 1.618e-01, eta: 1 day, 0:45:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4039, top5_acc: 0.6462, loss_cls: 2.7556, loss: 2.7556, grad_norm: 1.5905 2020-10-05 17:37:40,780 - mmaction - INFO - Epoch [168][640/999] lr: 1.618e-01, eta: 1 day, 0:45:07, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4145, top5_acc: 0.6630, loss_cls: 2.6737, loss: 2.6737, grad_norm: 1.6158 2020-10-05 17:38:00,669 - mmaction - INFO - Epoch [168][660/999] lr: 1.618e-01, eta: 1 day, 0:44:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6465, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.6112 2020-10-05 17:38:20,660 - mmaction - INFO - Epoch [168][680/999] lr: 1.618e-01, eta: 1 day, 0:44:27, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4100, top5_acc: 0.6454, loss_cls: 2.7081, loss: 2.7081, grad_norm: 1.6008 2020-10-05 17:38:40,512 - mmaction - INFO - Epoch [168][700/999] lr: 1.618e-01, eta: 1 day, 0:44:06, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4057, top5_acc: 0.6645, loss_cls: 2.6961, loss: 2.6961, grad_norm: 1.6031 2020-10-05 17:39:00,367 - mmaction - INFO - Epoch [168][720/999] lr: 1.618e-01, eta: 1 day, 0:43:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4146, top5_acc: 0.6544, loss_cls: 2.6998, loss: 2.6998, grad_norm: 1.5974 2020-10-05 17:39:20,206 - mmaction - INFO - Epoch [168][740/999] lr: 1.618e-01, eta: 1 day, 0:43:25, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4065, top5_acc: 0.6525, loss_cls: 2.7110, loss: 2.7110, grad_norm: 1.6271 2020-10-05 17:39:39,991 - mmaction - INFO - Epoch [168][760/999] lr: 1.618e-01, eta: 1 day, 0:43:05, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4096, top5_acc: 0.6527, loss_cls: 2.7263, loss: 2.7263, grad_norm: 1.6251 2020-10-05 17:39:59,915 - mmaction - INFO - Epoch [168][780/999] lr: 1.618e-01, eta: 1 day, 0:42:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4151, top5_acc: 0.6605, loss_cls: 2.6866, loss: 2.6866, grad_norm: 1.5905 2020-10-05 17:40:19,768 - mmaction - INFO - Epoch [168][800/999] lr: 1.618e-01, eta: 1 day, 0:42:24, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4020, top5_acc: 0.6428, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.6243 2020-10-05 17:40:39,739 - mmaction - INFO - Epoch [168][820/999] lr: 1.618e-01, eta: 1 day, 0:42:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.3993, top5_acc: 0.6512, loss_cls: 2.7552, loss: 2.7552, grad_norm: 1.6106 2020-10-05 17:40:59,775 - mmaction - INFO - Epoch [168][840/999] lr: 1.618e-01, eta: 1 day, 0:41:44, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6492, loss_cls: 2.7380, loss: 2.7380, grad_norm: 1.6196 2020-10-05 17:41:19,776 - mmaction - INFO - Epoch [168][860/999] lr: 1.618e-01, eta: 1 day, 0:41:24, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4003, top5_acc: 0.6497, loss_cls: 2.7352, loss: 2.7352, grad_norm: 1.6165 2020-10-05 17:41:39,658 - mmaction - INFO - Epoch [168][880/999] lr: 1.618e-01, eta: 1 day, 0:41:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4013, top5_acc: 0.6507, loss_cls: 2.7349, loss: 2.7349, grad_norm: 1.5925 2020-10-05 17:41:59,638 - mmaction - INFO - Epoch [168][900/999] lr: 1.618e-01, eta: 1 day, 0:40:43, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4012, top5_acc: 0.6444, loss_cls: 2.7737, loss: 2.7737, grad_norm: 1.6260 2020-10-05 17:42:19,552 - mmaction - INFO - Epoch [168][920/999] lr: 1.618e-01, eta: 1 day, 0:40:23, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4100, top5_acc: 0.6536, loss_cls: 2.7203, loss: 2.7203, grad_norm: 1.5678 2020-10-05 17:42:39,464 - mmaction - INFO - Epoch [168][940/999] lr: 1.618e-01, eta: 1 day, 0:40:02, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4177, top5_acc: 0.6611, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.6007 2020-10-05 17:42:59,480 - mmaction - INFO - Epoch [168][960/999] lr: 1.618e-01, eta: 1 day, 0:39:42, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4062, top5_acc: 0.6529, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.6131 2020-10-05 17:43:19,410 - mmaction - INFO - Epoch [168][980/999] lr: 1.618e-01, eta: 1 day, 0:39:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.3949, top5_acc: 0.6495, loss_cls: 2.7457, loss: 2.7457, grad_norm: 1.6179 2020-10-05 17:43:38,353 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-10-05 17:44:50,804 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 17:44:52,381 - mmaction - INFO - top1_acc 0.5044 top5_acc 0.7680 2020-10-05 17:44:52,382 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 17:44:52,471 - mmaction - INFO - mean_acc 0.5031 2020-10-05 17:44:52,471 - mmaction - INFO - Now best checkpoint is epoch_168.pth 2020-10-05 17:44:52,503 - mmaction - INFO - Epoch(val) [168][999] top1_acc: 0.5044, top5_acc: 0.7680, mean_class_accuracy: 0.5031 2020-10-05 17:45:39,782 - mmaction - INFO - Epoch [169][20/999] lr: 1.586e-01, eta: 1 day, 0:38:46, time: 2.361, data_time: 1.350, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6594, loss_cls: 2.6802, loss: 2.6802, grad_norm: 1.5852 2020-10-05 17:45:59,543 - mmaction - INFO - Epoch [169][40/999] lr: 1.586e-01, eta: 1 day, 0:38:26, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.4180, top5_acc: 0.6595, loss_cls: 2.6673, loss: 2.6673, grad_norm: 1.6095 2020-10-05 17:46:19,227 - mmaction - INFO - Epoch [169][60/999] lr: 1.586e-01, eta: 1 day, 0:38:05, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.4171, top5_acc: 0.6677, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.5934 2020-10-05 17:46:39,092 - mmaction - INFO - Epoch [169][80/999] lr: 1.586e-01, eta: 1 day, 0:37:45, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4108, top5_acc: 0.6630, loss_cls: 2.6606, loss: 2.6606, grad_norm: 1.6171 2020-10-05 17:46:59,035 - mmaction - INFO - Epoch [169][100/999] lr: 1.586e-01, eta: 1 day, 0:37:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4167, top5_acc: 0.6595, loss_cls: 2.6809, loss: 2.6809, grad_norm: 1.6080 2020-10-05 17:47:18,946 - mmaction - INFO - Epoch [169][120/999] lr: 1.586e-01, eta: 1 day, 0:37:04, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4108, top5_acc: 0.6589, loss_cls: 2.6883, loss: 2.6883, grad_norm: 1.6003 2020-10-05 17:47:38,900 - mmaction - INFO - Epoch [169][140/999] lr: 1.586e-01, eta: 1 day, 0:36:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6581, loss_cls: 2.6878, loss: 2.6878, grad_norm: 1.5921 2020-10-05 17:47:58,816 - mmaction - INFO - Epoch [169][160/999] lr: 1.586e-01, eta: 1 day, 0:36:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6574, loss_cls: 2.6804, loss: 2.6804, grad_norm: 1.6052 2020-10-05 17:48:18,752 - mmaction - INFO - Epoch [169][180/999] lr: 1.586e-01, eta: 1 day, 0:36:03, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6570, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.5972 2020-10-05 17:48:38,719 - mmaction - INFO - Epoch [169][200/999] lr: 1.586e-01, eta: 1 day, 0:35:43, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6544, loss_cls: 2.7008, loss: 2.7008, grad_norm: 1.6144 2020-10-05 17:48:58,596 - mmaction - INFO - Epoch [169][220/999] lr: 1.586e-01, eta: 1 day, 0:35:23, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4202, top5_acc: 0.6625, loss_cls: 2.6452, loss: 2.6452, grad_norm: 1.6019 2020-10-05 17:49:18,461 - mmaction - INFO - Epoch [169][240/999] lr: 1.586e-01, eta: 1 day, 0:35:02, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4197, top5_acc: 0.6561, loss_cls: 2.6890, loss: 2.6890, grad_norm: 1.5991 2020-10-05 17:49:38,306 - mmaction - INFO - Epoch [169][260/999] lr: 1.586e-01, eta: 1 day, 0:34:42, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4087, top5_acc: 0.6546, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.6073 2020-10-05 17:49:58,168 - mmaction - INFO - Epoch [169][280/999] lr: 1.586e-01, eta: 1 day, 0:34:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4193, top5_acc: 0.6632, loss_cls: 2.6505, loss: 2.6505, grad_norm: 1.5976 2020-10-05 17:50:18,033 - mmaction - INFO - Epoch [169][300/999] lr: 1.586e-01, eta: 1 day, 0:34:01, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4040, top5_acc: 0.6526, loss_cls: 2.7171, loss: 2.7171, grad_norm: 1.5926 2020-10-05 17:50:37,830 - mmaction - INFO - Epoch [169][320/999] lr: 1.586e-01, eta: 1 day, 0:33:41, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.4064, top5_acc: 0.6475, loss_cls: 2.7141, loss: 2.7141, grad_norm: 1.5930 2020-10-05 17:50:57,678 - mmaction - INFO - Epoch [169][340/999] lr: 1.586e-01, eta: 1 day, 0:33:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4185, top5_acc: 0.6552, loss_cls: 2.6730, loss: 2.6730, grad_norm: 1.6331 2020-10-05 17:51:17,611 - mmaction - INFO - Epoch [169][360/999] lr: 1.586e-01, eta: 1 day, 0:33:00, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4112, top5_acc: 0.6592, loss_cls: 2.6904, loss: 2.6904, grad_norm: 1.6185 2020-10-05 17:51:37,519 - mmaction - INFO - Epoch [169][380/999] lr: 1.586e-01, eta: 1 day, 0:32:40, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4134, top5_acc: 0.6612, loss_cls: 2.6897, loss: 2.6897, grad_norm: 1.6019 2020-10-05 17:51:57,451 - mmaction - INFO - Epoch [169][400/999] lr: 1.586e-01, eta: 1 day, 0:32:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6608, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.6120 2020-10-05 17:52:17,362 - mmaction - INFO - Epoch [169][420/999] lr: 1.586e-01, eta: 1 day, 0:31:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4036, top5_acc: 0.6539, loss_cls: 2.7223, loss: 2.7223, grad_norm: 1.5988 2020-10-05 17:52:37,259 - mmaction - INFO - Epoch [169][440/999] lr: 1.586e-01, eta: 1 day, 0:31:39, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4186, top5_acc: 0.6595, loss_cls: 2.6645, loss: 2.6645, grad_norm: 1.5896 2020-10-05 17:52:57,148 - mmaction - INFO - Epoch [169][460/999] lr: 1.586e-01, eta: 1 day, 0:31:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6533, loss_cls: 2.7011, loss: 2.7011, grad_norm: 1.6107 2020-10-05 17:53:17,043 - mmaction - INFO - Epoch [169][480/999] lr: 1.586e-01, eta: 1 day, 0:30:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4128, top5_acc: 0.6560, loss_cls: 2.6815, loss: 2.6815, grad_norm: 1.6223 2020-10-05 17:53:36,907 - mmaction - INFO - Epoch [169][500/999] lr: 1.586e-01, eta: 1 day, 0:30:38, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4087, top5_acc: 0.6563, loss_cls: 2.6997, loss: 2.6997, grad_norm: 1.5940 2020-10-05 17:53:56,785 - mmaction - INFO - Epoch [169][520/999] lr: 1.586e-01, eta: 1 day, 0:30:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4061, top5_acc: 0.6535, loss_cls: 2.7132, loss: 2.7132, grad_norm: 1.6149 2020-10-05 17:54:16,655 - mmaction - INFO - Epoch [169][540/999] lr: 1.586e-01, eta: 1 day, 0:29:57, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4108, top5_acc: 0.6539, loss_cls: 2.6908, loss: 2.6908, grad_norm: 1.6292 2020-10-05 17:54:36,572 - mmaction - INFO - Epoch [169][560/999] lr: 1.586e-01, eta: 1 day, 0:29:37, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4042, top5_acc: 0.6487, loss_cls: 2.7256, loss: 2.7256, grad_norm: 1.6150 2020-10-05 17:54:56,511 - mmaction - INFO - Epoch [169][580/999] lr: 1.586e-01, eta: 1 day, 0:29:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4112, top5_acc: 0.6581, loss_cls: 2.6776, loss: 2.6776, grad_norm: 1.6124 2020-10-05 17:55:16,474 - mmaction - INFO - Epoch [169][600/999] lr: 1.586e-01, eta: 1 day, 0:28:56, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6512, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.6338 2020-10-05 17:55:36,470 - mmaction - INFO - Epoch [169][620/999] lr: 1.586e-01, eta: 1 day, 0:28:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4118, top5_acc: 0.6618, loss_cls: 2.6635, loss: 2.6635, grad_norm: 1.6260 2020-10-05 17:55:56,465 - mmaction - INFO - Epoch [169][640/999] lr: 1.586e-01, eta: 1 day, 0:28:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4081, top5_acc: 0.6533, loss_cls: 2.7234, loss: 2.7234, grad_norm: 1.6045 2020-10-05 17:56:16,377 - mmaction - INFO - Epoch [169][660/999] lr: 1.586e-01, eta: 1 day, 0:27:55, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4081, top5_acc: 0.6589, loss_cls: 2.6976, loss: 2.6976, grad_norm: 1.6417 2020-10-05 17:56:36,285 - mmaction - INFO - Epoch [169][680/999] lr: 1.586e-01, eta: 1 day, 0:27:35, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4082, top5_acc: 0.6600, loss_cls: 2.7168, loss: 2.7168, grad_norm: 1.6083 2020-10-05 17:56:56,278 - mmaction - INFO - Epoch [169][700/999] lr: 1.586e-01, eta: 1 day, 0:27:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4185, top5_acc: 0.6608, loss_cls: 2.6658, loss: 2.6658, grad_norm: 1.5953 2020-10-05 17:57:16,189 - mmaction - INFO - Epoch [169][720/999] lr: 1.586e-01, eta: 1 day, 0:26:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4055, top5_acc: 0.6552, loss_cls: 2.6999, loss: 2.6999, grad_norm: 1.6152 2020-10-05 17:57:35,944 - mmaction - INFO - Epoch [169][740/999] lr: 1.586e-01, eta: 1 day, 0:26:34, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.4073, top5_acc: 0.6586, loss_cls: 2.7131, loss: 2.7131, grad_norm: 1.6051 2020-10-05 17:57:55,884 - mmaction - INFO - Epoch [169][760/999] lr: 1.586e-01, eta: 1 day, 0:26:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4154, top5_acc: 0.6578, loss_cls: 2.6935, loss: 2.6935, grad_norm: 1.5929 2020-10-05 17:58:15,724 - mmaction - INFO - Epoch [169][780/999] lr: 1.586e-01, eta: 1 day, 0:25:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4086, top5_acc: 0.6496, loss_cls: 2.7179, loss: 2.7179, grad_norm: 1.6102 2020-10-05 17:58:35,643 - mmaction - INFO - Epoch [169][800/999] lr: 1.586e-01, eta: 1 day, 0:25:33, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4074, top5_acc: 0.6500, loss_cls: 2.7137, loss: 2.7137, grad_norm: 1.5819 2020-10-05 17:58:55,496 - mmaction - INFO - Epoch [169][820/999] lr: 1.586e-01, eta: 1 day, 0:25:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4115, top5_acc: 0.6620, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.6011 2020-10-05 17:59:15,367 - mmaction - INFO - Epoch [169][840/999] lr: 1.586e-01, eta: 1 day, 0:24:52, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6561, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.6236 2020-10-05 17:59:35,231 - mmaction - INFO - Epoch [169][860/999] lr: 1.586e-01, eta: 1 day, 0:24:32, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4029, top5_acc: 0.6564, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.6018 2020-10-05 17:59:55,075 - mmaction - INFO - Epoch [169][880/999] lr: 1.586e-01, eta: 1 day, 0:24:12, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4057, top5_acc: 0.6510, loss_cls: 2.7168, loss: 2.7168, grad_norm: 1.5946 2020-10-05 18:00:17,454 - mmaction - INFO - Epoch [169][900/999] lr: 1.586e-01, eta: 1 day, 0:23:52, time: 1.118, data_time: 0.003, memory: 8478, top1_acc: 0.4139, top5_acc: 0.6634, loss_cls: 2.6726, loss: 2.6726, grad_norm: 1.6446 2020-10-05 18:00:37,438 - mmaction - INFO - Epoch [169][920/999] lr: 1.586e-01, eta: 1 day, 0:23:32, time: 1.000, data_time: 0.005, memory: 8478, top1_acc: 0.4038, top5_acc: 0.6510, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.6038 2020-10-05 18:00:57,350 - mmaction - INFO - Epoch [169][940/999] lr: 1.586e-01, eta: 1 day, 0:23:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4000, top5_acc: 0.6464, loss_cls: 2.7379, loss: 2.7379, grad_norm: 1.6214 2020-10-05 18:01:17,344 - mmaction - INFO - Epoch [169][960/999] lr: 1.586e-01, eta: 1 day, 0:22:52, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4020, top5_acc: 0.6491, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.6282 2020-10-05 18:01:37,291 - mmaction - INFO - Epoch [169][980/999] lr: 1.586e-01, eta: 1 day, 0:22:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6542, loss_cls: 2.7097, loss: 2.7097, grad_norm: 1.6085 2020-10-05 18:02:51,779 - mmaction - INFO - Epoch [170][20/999] lr: 1.553e-01, eta: 1 day, 0:21:59, time: 2.698, data_time: 1.480, memory: 8478, top1_acc: 0.3986, top5_acc: 0.6501, loss_cls: 2.7215, loss: 2.7215, grad_norm: 1.6250 2020-10-05 18:03:11,488 - mmaction - INFO - Epoch [170][40/999] lr: 1.553e-01, eta: 1 day, 0:21:39, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.4176, top5_acc: 0.6572, loss_cls: 2.6808, loss: 2.6808, grad_norm: 1.6029 2020-10-05 18:03:31,336 - mmaction - INFO - Epoch [170][60/999] lr: 1.553e-01, eta: 1 day, 0:21:19, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4204, top5_acc: 0.6650, loss_cls: 2.6715, loss: 2.6715, grad_norm: 1.6189 2020-10-05 18:03:51,231 - mmaction - INFO - Epoch [170][80/999] lr: 1.553e-01, eta: 1 day, 0:20:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4227, top5_acc: 0.6686, loss_cls: 2.6510, loss: 2.6510, grad_norm: 1.5919 2020-10-05 18:04:11,120 - mmaction - INFO - Epoch [170][100/999] lr: 1.553e-01, eta: 1 day, 0:20:38, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4128, top5_acc: 0.6570, loss_cls: 2.6736, loss: 2.6736, grad_norm: 1.6172 2020-10-05 18:04:30,982 - mmaction - INFO - Epoch [170][120/999] lr: 1.553e-01, eta: 1 day, 0:20:18, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4298, top5_acc: 0.6643, loss_cls: 2.6390, loss: 2.6390, grad_norm: 1.6026 2020-10-05 18:04:50,836 - mmaction - INFO - Epoch [170][140/999] lr: 1.553e-01, eta: 1 day, 0:19:57, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4120, top5_acc: 0.6598, loss_cls: 2.6831, loss: 2.6831, grad_norm: 1.6180 2020-10-05 18:05:10,720 - mmaction - INFO - Epoch [170][160/999] lr: 1.553e-01, eta: 1 day, 0:19:37, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4102, top5_acc: 0.6622, loss_cls: 2.6599, loss: 2.6599, grad_norm: 1.6422 2020-10-05 18:05:30,613 - mmaction - INFO - Epoch [170][180/999] lr: 1.553e-01, eta: 1 day, 0:19:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4154, top5_acc: 0.6664, loss_cls: 2.6524, loss: 2.6524, grad_norm: 1.6104 2020-10-05 18:05:50,558 - mmaction - INFO - Epoch [170][200/999] lr: 1.553e-01, eta: 1 day, 0:18:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6523, loss_cls: 2.6960, loss: 2.6960, grad_norm: 1.6293 2020-10-05 18:06:10,584 - mmaction - INFO - Epoch [170][220/999] lr: 1.553e-01, eta: 1 day, 0:18:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4125, top5_acc: 0.6518, loss_cls: 2.6814, loss: 2.6814, grad_norm: 1.6136 2020-10-05 18:06:30,589 - mmaction - INFO - Epoch [170][240/999] lr: 1.553e-01, eta: 1 day, 0:18:16, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6501, loss_cls: 2.7010, loss: 2.7010, grad_norm: 1.6429 2020-10-05 18:06:50,536 - mmaction - INFO - Epoch [170][260/999] lr: 1.553e-01, eta: 1 day, 0:17:55, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4130, top5_acc: 0.6621, loss_cls: 2.6925, loss: 2.6925, grad_norm: 1.6238 2020-10-05 18:07:10,405 - mmaction - INFO - Epoch [170][280/999] lr: 1.553e-01, eta: 1 day, 0:17:35, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4109, top5_acc: 0.6626, loss_cls: 2.6685, loss: 2.6685, grad_norm: 1.6067 2020-10-05 18:07:30,435 - mmaction - INFO - Epoch [170][300/999] lr: 1.553e-01, eta: 1 day, 0:17:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4190, top5_acc: 0.6678, loss_cls: 2.6496, loss: 2.6496, grad_norm: 1.6231 2020-10-05 18:07:50,354 - mmaction - INFO - Epoch [170][320/999] lr: 1.553e-01, eta: 1 day, 0:16:54, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.6452, loss: 2.6452, grad_norm: 1.6308 2020-10-05 18:08:10,335 - mmaction - INFO - Epoch [170][340/999] lr: 1.553e-01, eta: 1 day, 0:16:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4238, top5_acc: 0.6638, loss_cls: 2.6443, loss: 2.6443, grad_norm: 1.6089 2020-10-05 18:08:30,234 - mmaction - INFO - Epoch [170][360/999] lr: 1.553e-01, eta: 1 day, 0:16:14, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4103, top5_acc: 0.6522, loss_cls: 2.7105, loss: 2.7105, grad_norm: 1.6283 2020-10-05 18:08:50,165 - mmaction - INFO - Epoch [170][380/999] lr: 1.553e-01, eta: 1 day, 0:15:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4090, top5_acc: 0.6565, loss_cls: 2.6813, loss: 2.6813, grad_norm: 1.6628 2020-10-05 18:09:10,062 - mmaction - INFO - Epoch [170][400/999] lr: 1.553e-01, eta: 1 day, 0:15:33, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4125, top5_acc: 0.6549, loss_cls: 2.7054, loss: 2.7054, grad_norm: 1.6161 2020-10-05 18:09:30,024 - mmaction - INFO - Epoch [170][420/999] lr: 1.553e-01, eta: 1 day, 0:15:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4060, top5_acc: 0.6492, loss_cls: 2.7291, loss: 2.7291, grad_norm: 1.6329 2020-10-05 18:09:49,889 - mmaction - INFO - Epoch [170][440/999] lr: 1.553e-01, eta: 1 day, 0:14:52, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4055, top5_acc: 0.6512, loss_cls: 2.7181, loss: 2.7181, grad_norm: 1.6083 2020-10-05 18:10:09,870 - mmaction - INFO - Epoch [170][460/999] lr: 1.553e-01, eta: 1 day, 0:14:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4138, top5_acc: 0.6608, loss_cls: 2.6866, loss: 2.6866, grad_norm: 1.6252 2020-10-05 18:10:29,816 - mmaction - INFO - Epoch [170][480/999] lr: 1.553e-01, eta: 1 day, 0:14:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4117, top5_acc: 0.6642, loss_cls: 2.6786, loss: 2.6786, grad_norm: 1.6210 2020-10-05 18:10:49,650 - mmaction - INFO - Epoch [170][500/999] lr: 1.553e-01, eta: 1 day, 0:13:51, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4139, top5_acc: 0.6579, loss_cls: 2.7010, loss: 2.7010, grad_norm: 1.6285 2020-10-05 18:11:09,628 - mmaction - INFO - Epoch [170][520/999] lr: 1.553e-01, eta: 1 day, 0:13:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4057, top5_acc: 0.6574, loss_cls: 2.6920, loss: 2.6920, grad_norm: 1.6302 2020-10-05 18:11:29,449 - mmaction - INFO - Epoch [170][540/999] lr: 1.553e-01, eta: 1 day, 0:13:11, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4086, top5_acc: 0.6512, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.6176 2020-10-05 18:11:49,338 - mmaction - INFO - Epoch [170][560/999] lr: 1.553e-01, eta: 1 day, 0:12:50, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6540, loss_cls: 2.7000, loss: 2.7000, grad_norm: 1.6306 2020-10-05 18:12:09,280 - mmaction - INFO - Epoch [170][580/999] lr: 1.553e-01, eta: 1 day, 0:12:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4115, top5_acc: 0.6607, loss_cls: 2.6631, loss: 2.6631, grad_norm: 1.6313 2020-10-05 18:12:29,316 - mmaction - INFO - Epoch [170][600/999] lr: 1.553e-01, eta: 1 day, 0:12:10, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4078, top5_acc: 0.6484, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.5998 2020-10-05 18:12:49,219 - mmaction - INFO - Epoch [170][620/999] lr: 1.553e-01, eta: 1 day, 0:11:49, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4051, top5_acc: 0.6471, loss_cls: 2.7327, loss: 2.7327, grad_norm: 1.6414 2020-10-05 18:13:09,021 - mmaction - INFO - Epoch [170][640/999] lr: 1.553e-01, eta: 1 day, 0:11:29, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4159, top5_acc: 0.6625, loss_cls: 2.6682, loss: 2.6682, grad_norm: 1.5880 2020-10-05 18:13:28,945 - mmaction - INFO - Epoch [170][660/999] lr: 1.553e-01, eta: 1 day, 0:11:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.6911, loss: 2.6911, grad_norm: 1.6158 2020-10-05 18:13:48,895 - mmaction - INFO - Epoch [170][680/999] lr: 1.553e-01, eta: 1 day, 0:10:48, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4049, top5_acc: 0.6556, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.6419 2020-10-05 18:14:08,862 - mmaction - INFO - Epoch [170][700/999] lr: 1.553e-01, eta: 1 day, 0:10:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4081, top5_acc: 0.6605, loss_cls: 2.6880, loss: 2.6880, grad_norm: 1.6264 2020-10-05 18:14:28,852 - mmaction - INFO - Epoch [170][720/999] lr: 1.553e-01, eta: 1 day, 0:10:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4164, top5_acc: 0.6589, loss_cls: 2.6724, loss: 2.6724, grad_norm: 1.6137 2020-10-05 18:14:48,713 - mmaction - INFO - Epoch [170][740/999] lr: 1.553e-01, eta: 1 day, 0:09:47, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4126, top5_acc: 0.6566, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.6299 2020-10-05 18:15:08,620 - mmaction - INFO - Epoch [170][760/999] lr: 1.553e-01, eta: 1 day, 0:09:27, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4064, top5_acc: 0.6564, loss_cls: 2.6902, loss: 2.6902, grad_norm: 1.6262 2020-10-05 18:15:28,631 - mmaction - INFO - Epoch [170][780/999] lr: 1.553e-01, eta: 1 day, 0:09:07, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6604, loss_cls: 2.6772, loss: 2.6772, grad_norm: 1.6256 2020-10-05 18:15:48,629 - mmaction - INFO - Epoch [170][800/999] lr: 1.553e-01, eta: 1 day, 0:08:47, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4077, top5_acc: 0.6570, loss_cls: 2.6963, loss: 2.6963, grad_norm: 1.6278 2020-10-05 18:16:08,523 - mmaction - INFO - Epoch [170][820/999] lr: 1.553e-01, eta: 1 day, 0:08:26, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4057, top5_acc: 0.6504, loss_cls: 2.7275, loss: 2.7275, grad_norm: 1.6439 2020-10-05 18:16:28,403 - mmaction - INFO - Epoch [170][840/999] lr: 1.553e-01, eta: 1 day, 0:08:06, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4142, top5_acc: 0.6609, loss_cls: 2.6722, loss: 2.6722, grad_norm: 1.6134 2020-10-05 18:16:48,341 - mmaction - INFO - Epoch [170][860/999] lr: 1.553e-01, eta: 1 day, 0:07:46, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4141, top5_acc: 0.6616, loss_cls: 2.6886, loss: 2.6886, grad_norm: 1.6362 2020-10-05 18:17:08,332 - mmaction - INFO - Epoch [170][880/999] lr: 1.553e-01, eta: 1 day, 0:07:25, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6589, loss_cls: 2.6707, loss: 2.6707, grad_norm: 1.6076 2020-10-05 18:17:28,297 - mmaction - INFO - Epoch [170][900/999] lr: 1.553e-01, eta: 1 day, 0:07:05, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4092, top5_acc: 0.6589, loss_cls: 2.6853, loss: 2.6853, grad_norm: 1.6485 2020-10-05 18:17:48,254 - mmaction - INFO - Epoch [170][920/999] lr: 1.553e-01, eta: 1 day, 0:06:45, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4142, top5_acc: 0.6521, loss_cls: 2.6999, loss: 2.6999, grad_norm: 1.6240 2020-10-05 18:18:08,204 - mmaction - INFO - Epoch [170][940/999] lr: 1.553e-01, eta: 1 day, 0:06:24, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4134, top5_acc: 0.6536, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.6107 2020-10-05 18:18:28,106 - mmaction - INFO - Epoch [170][960/999] lr: 1.553e-01, eta: 1 day, 0:06:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4150, top5_acc: 0.6548, loss_cls: 2.6768, loss: 2.6768, grad_norm: 1.6298 2020-10-05 18:18:48,022 - mmaction - INFO - Epoch [170][980/999] lr: 1.553e-01, eta: 1 day, 0:05:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4201, top5_acc: 0.6710, loss_cls: 2.6387, loss: 2.6387, grad_norm: 1.6211 2020-10-05 18:19:57,561 - mmaction - INFO - Epoch [171][20/999] lr: 1.521e-01, eta: 1 day, 0:05:10, time: 2.508, data_time: 1.472, memory: 8478, top1_acc: 0.4155, top5_acc: 0.6582, loss_cls: 2.6663, loss: 2.6663, grad_norm: 1.6089 2020-10-05 18:20:17,214 - mmaction - INFO - Epoch [171][40/999] lr: 1.521e-01, eta: 1 day, 0:04:49, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.4216, top5_acc: 0.6569, loss_cls: 2.6692, loss: 2.6692, grad_norm: 1.6312 2020-10-05 18:20:37,090 - mmaction - INFO - Epoch [171][60/999] lr: 1.521e-01, eta: 1 day, 0:04:29, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6596, loss_cls: 2.6034, loss: 2.6034, grad_norm: 1.5938 2020-10-05 18:20:56,963 - mmaction - INFO - Epoch [171][80/999] lr: 1.521e-01, eta: 1 day, 0:04:09, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4092, top5_acc: 0.6566, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.6676 2020-10-05 18:21:16,926 - mmaction - INFO - Epoch [171][100/999] lr: 1.521e-01, eta: 1 day, 0:03:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6714, loss_cls: 2.6128, loss: 2.6128, grad_norm: 1.6037 2020-10-05 18:21:36,971 - mmaction - INFO - Epoch [171][120/999] lr: 1.521e-01, eta: 1 day, 0:03:28, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4161, top5_acc: 0.6603, loss_cls: 2.6487, loss: 2.6487, grad_norm: 1.6340 2020-10-05 18:21:56,972 - mmaction - INFO - Epoch [171][140/999] lr: 1.521e-01, eta: 1 day, 0:03:08, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4168, top5_acc: 0.6691, loss_cls: 2.6407, loss: 2.6407, grad_norm: 1.6237 2020-10-05 18:22:16,933 - mmaction - INFO - Epoch [171][160/999] lr: 1.521e-01, eta: 1 day, 0:02:48, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4092, top5_acc: 0.6685, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.6465 2020-10-05 18:22:36,810 - mmaction - INFO - Epoch [171][180/999] lr: 1.521e-01, eta: 1 day, 0:02:27, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6576, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.6251 2020-10-05 18:22:56,668 - mmaction - INFO - Epoch [171][200/999] lr: 1.521e-01, eta: 1 day, 0:02:07, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4211, top5_acc: 0.6587, loss_cls: 2.6674, loss: 2.6674, grad_norm: 1.6493 2020-10-05 18:23:16,626 - mmaction - INFO - Epoch [171][220/999] lr: 1.521e-01, eta: 1 day, 0:01:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4201, top5_acc: 0.6634, loss_cls: 2.6728, loss: 2.6728, grad_norm: 1.6615 2020-10-05 18:23:36,438 - mmaction - INFO - Epoch [171][240/999] lr: 1.521e-01, eta: 1 day, 0:01:26, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4115, top5_acc: 0.6534, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.6126 2020-10-05 18:23:56,348 - mmaction - INFO - Epoch [171][260/999] lr: 1.521e-01, eta: 1 day, 0:01:06, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4243, top5_acc: 0.6743, loss_cls: 2.5992, loss: 2.5992, grad_norm: 1.6229 2020-10-05 18:24:16,270 - mmaction - INFO - Epoch [171][280/999] lr: 1.521e-01, eta: 1 day, 0:00:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4102, top5_acc: 0.6629, loss_cls: 2.6884, loss: 2.6884, grad_norm: 1.6641 2020-10-05 18:24:36,223 - mmaction - INFO - Epoch [171][300/999] lr: 1.521e-01, eta: 1 day, 0:00:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4065, top5_acc: 0.6581, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.6313 2020-10-05 18:24:56,186 - mmaction - INFO - Epoch [171][320/999] lr: 1.521e-01, eta: 1 day, 0:00:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4139, top5_acc: 0.6658, loss_cls: 2.6622, loss: 2.6622, grad_norm: 1.6390 2020-10-05 18:25:16,091 - mmaction - INFO - Epoch [171][340/999] lr: 1.521e-01, eta: 23:59:45, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4096, top5_acc: 0.6618, loss_cls: 2.6791, loss: 2.6791, grad_norm: 1.6203 2020-10-05 18:25:36,031 - mmaction - INFO - Epoch [171][360/999] lr: 1.521e-01, eta: 23:59:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4115, top5_acc: 0.6553, loss_cls: 2.6691, loss: 2.6691, grad_norm: 1.6282 2020-10-05 18:25:55,996 - mmaction - INFO - Epoch [171][380/999] lr: 1.521e-01, eta: 23:59:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4171, top5_acc: 0.6576, loss_cls: 2.6799, loss: 2.6799, grad_norm: 1.6307 2020-10-05 18:26:15,915 - mmaction - INFO - Epoch [171][400/999] lr: 1.521e-01, eta: 23:58:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6535, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.6258 2020-10-05 18:26:35,724 - mmaction - INFO - Epoch [171][420/999] lr: 1.521e-01, eta: 23:58:23, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.4033, top5_acc: 0.6475, loss_cls: 2.7231, loss: 2.7231, grad_norm: 1.6421 2020-10-05 18:26:55,616 - mmaction - INFO - Epoch [171][440/999] lr: 1.521e-01, eta: 23:58:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4178, top5_acc: 0.6674, loss_cls: 2.6532, loss: 2.6532, grad_norm: 1.6305 2020-10-05 18:27:15,478 - mmaction - INFO - Epoch [171][460/999] lr: 1.521e-01, eta: 23:57:43, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4174, top5_acc: 0.6607, loss_cls: 2.6494, loss: 2.6494, grad_norm: 1.6389 2020-10-05 18:27:35,252 - mmaction - INFO - Epoch [171][480/999] lr: 1.521e-01, eta: 23:57:22, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.4105, top5_acc: 0.6573, loss_cls: 2.6848, loss: 2.6848, grad_norm: 1.6596 2020-10-05 18:27:55,122 - mmaction - INFO - Epoch [171][500/999] lr: 1.521e-01, eta: 23:57:02, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4124, top5_acc: 0.6568, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.6185 2020-10-05 18:28:14,934 - mmaction - INFO - Epoch [171][520/999] lr: 1.521e-01, eta: 23:56:41, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6557, loss_cls: 2.6977, loss: 2.6977, grad_norm: 1.6367 2020-10-05 18:28:34,777 - mmaction - INFO - Epoch [171][540/999] lr: 1.521e-01, eta: 23:56:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6495, loss_cls: 2.7491, loss: 2.7491, grad_norm: 1.6548 2020-10-05 18:28:54,709 - mmaction - INFO - Epoch [171][560/999] lr: 1.521e-01, eta: 23:56:01, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4027, top5_acc: 0.6508, loss_cls: 2.7300, loss: 2.7300, grad_norm: 1.6269 2020-10-05 18:29:14,569 - mmaction - INFO - Epoch [171][580/999] lr: 1.521e-01, eta: 23:55:40, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4146, top5_acc: 0.6573, loss_cls: 2.7025, loss: 2.7025, grad_norm: 1.6341 2020-10-05 18:29:34,496 - mmaction - INFO - Epoch [171][600/999] lr: 1.521e-01, eta: 23:55:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4225, top5_acc: 0.6624, loss_cls: 2.6581, loss: 2.6581, grad_norm: 1.6242 2020-10-05 18:29:54,393 - mmaction - INFO - Epoch [171][620/999] lr: 1.521e-01, eta: 23:55:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4081, top5_acc: 0.6592, loss_cls: 2.7062, loss: 2.7062, grad_norm: 1.6345 2020-10-05 18:30:15,261 - mmaction - INFO - Epoch [171][640/999] lr: 1.521e-01, eta: 23:54:40, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.4118, top5_acc: 0.6643, loss_cls: 2.6674, loss: 2.6674, grad_norm: 1.6185 2020-10-05 18:30:35,190 - mmaction - INFO - Epoch [171][660/999] lr: 1.521e-01, eta: 23:54:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4191, top5_acc: 0.6583, loss_cls: 2.6929, loss: 2.6929, grad_norm: 1.6603 2020-10-05 18:30:55,049 - mmaction - INFO - Epoch [171][680/999] lr: 1.521e-01, eta: 23:53:59, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4194, top5_acc: 0.6621, loss_cls: 2.6596, loss: 2.6596, grad_norm: 1.6419 2020-10-05 18:31:14,943 - mmaction - INFO - Epoch [171][700/999] lr: 1.521e-01, eta: 23:53:39, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4155, top5_acc: 0.6607, loss_cls: 2.6728, loss: 2.6728, grad_norm: 1.6182 2020-10-05 18:31:34,904 - mmaction - INFO - Epoch [171][720/999] lr: 1.521e-01, eta: 23:53:19, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4070, top5_acc: 0.6556, loss_cls: 2.7044, loss: 2.7044, grad_norm: 1.6551 2020-10-05 18:31:54,894 - mmaction - INFO - Epoch [171][740/999] lr: 1.521e-01, eta: 23:52:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4108, top5_acc: 0.6475, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6211 2020-10-05 18:32:14,727 - mmaction - INFO - Epoch [171][760/999] lr: 1.521e-01, eta: 23:52:38, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4108, top5_acc: 0.6493, loss_cls: 2.7216, loss: 2.7216, grad_norm: 1.6510 2020-10-05 18:32:34,689 - mmaction - INFO - Epoch [171][780/999] lr: 1.521e-01, eta: 23:52:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6564, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.6223 2020-10-05 18:32:54,572 - mmaction - INFO - Epoch [171][800/999] lr: 1.521e-01, eta: 23:51:57, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6569, loss_cls: 2.6863, loss: 2.6863, grad_norm: 1.6210 2020-10-05 18:33:14,627 - mmaction - INFO - Epoch [171][820/999] lr: 1.521e-01, eta: 23:51:37, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4079, top5_acc: 0.6516, loss_cls: 2.7143, loss: 2.7143, grad_norm: 1.6404 2020-10-05 18:33:34,526 - mmaction - INFO - Epoch [171][840/999] lr: 1.521e-01, eta: 23:51:17, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.4189, top5_acc: 0.6572, loss_cls: 2.6964, loss: 2.6964, grad_norm: 1.6067 2020-10-05 18:33:54,471 - mmaction - INFO - Epoch [171][860/999] lr: 1.521e-01, eta: 23:50:56, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4230, top5_acc: 0.6656, loss_cls: 2.6421, loss: 2.6421, grad_norm: 1.6321 2020-10-05 18:34:14,369 - mmaction - INFO - Epoch [171][880/999] lr: 1.521e-01, eta: 23:50:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4176, top5_acc: 0.6517, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.6327 2020-10-05 18:34:34,272 - mmaction - INFO - Epoch [171][900/999] lr: 1.521e-01, eta: 23:50:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4150, top5_acc: 0.6561, loss_cls: 2.6519, loss: 2.6519, grad_norm: 1.6272 2020-10-05 18:34:54,228 - mmaction - INFO - Epoch [171][920/999] lr: 1.521e-01, eta: 23:49:55, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4065, top5_acc: 0.6493, loss_cls: 2.7322, loss: 2.7322, grad_norm: 1.6519 2020-10-05 18:35:14,230 - mmaction - INFO - Epoch [171][940/999] lr: 1.521e-01, eta: 23:49:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6608, loss_cls: 2.6789, loss: 2.6789, grad_norm: 1.6453 2020-10-05 18:35:34,087 - mmaction - INFO - Epoch [171][960/999] lr: 1.521e-01, eta: 23:49:15, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4154, top5_acc: 0.6548, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.6699 2020-10-05 18:35:53,991 - mmaction - INFO - Epoch [171][980/999] lr: 1.521e-01, eta: 23:48:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4085, top5_acc: 0.6533, loss_cls: 2.7107, loss: 2.7107, grad_norm: 1.6303 2020-10-05 18:37:03,275 - mmaction - INFO - Epoch [172][20/999] lr: 1.489e-01, eta: 23:48:20, time: 2.513, data_time: 1.450, memory: 8478, top1_acc: 0.4225, top5_acc: 0.6647, loss_cls: 2.6487, loss: 2.6487, grad_norm: 1.6293 2020-10-05 18:37:22,998 - mmaction - INFO - Epoch [172][40/999] lr: 1.489e-01, eta: 23:48:00, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.4296, top5_acc: 0.6658, loss_cls: 2.6153, loss: 2.6153, grad_norm: 1.6405 2020-10-05 18:37:42,792 - mmaction - INFO - Epoch [172][60/999] lr: 1.489e-01, eta: 23:47:40, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4154, top5_acc: 0.6621, loss_cls: 2.6507, loss: 2.6507, grad_norm: 1.6504 2020-10-05 18:38:02,601 - mmaction - INFO - Epoch [172][80/999] lr: 1.489e-01, eta: 23:47:19, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4197, top5_acc: 0.6632, loss_cls: 2.6558, loss: 2.6558, grad_norm: 1.6492 2020-10-05 18:38:22,523 - mmaction - INFO - Epoch [172][100/999] lr: 1.489e-01, eta: 23:46:59, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4190, top5_acc: 0.6596, loss_cls: 2.6531, loss: 2.6531, grad_norm: 1.6425 2020-10-05 18:38:42,433 - mmaction - INFO - Epoch [172][120/999] lr: 1.489e-01, eta: 23:46:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6740, loss_cls: 2.5973, loss: 2.5973, grad_norm: 1.6238 2020-10-05 18:39:02,392 - mmaction - INFO - Epoch [172][140/999] lr: 1.489e-01, eta: 23:46:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4141, top5_acc: 0.6635, loss_cls: 2.6450, loss: 2.6450, grad_norm: 1.6689 2020-10-05 18:39:22,358 - mmaction - INFO - Epoch [172][160/999] lr: 1.489e-01, eta: 23:45:58, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4145, top5_acc: 0.6598, loss_cls: 2.6727, loss: 2.6727, grad_norm: 1.6652 2020-10-05 18:39:42,299 - mmaction - INFO - Epoch [172][180/999] lr: 1.489e-01, eta: 23:45:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4092, top5_acc: 0.6616, loss_cls: 2.6786, loss: 2.6786, grad_norm: 1.6444 2020-10-05 18:40:02,132 - mmaction - INFO - Epoch [172][200/999] lr: 1.489e-01, eta: 23:45:17, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4238, top5_acc: 0.6697, loss_cls: 2.6354, loss: 2.6354, grad_norm: 1.6223 2020-10-05 18:40:22,153 - mmaction - INFO - Epoch [172][220/999] lr: 1.489e-01, eta: 23:44:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4211, top5_acc: 0.6625, loss_cls: 2.6617, loss: 2.6617, grad_norm: 1.6528 2020-10-05 18:40:42,040 - mmaction - INFO - Epoch [172][240/999] lr: 1.489e-01, eta: 23:44:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4130, top5_acc: 0.6626, loss_cls: 2.6529, loss: 2.6529, grad_norm: 1.6526 2020-10-05 18:41:02,032 - mmaction - INFO - Epoch [172][260/999] lr: 1.489e-01, eta: 23:44:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4108, top5_acc: 0.6650, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.6673 2020-10-05 18:41:21,910 - mmaction - INFO - Epoch [172][280/999] lr: 1.489e-01, eta: 23:43:56, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4146, top5_acc: 0.6611, loss_cls: 2.6547, loss: 2.6547, grad_norm: 1.6378 2020-10-05 18:41:41,777 - mmaction - INFO - Epoch [172][300/999] lr: 1.489e-01, eta: 23:43:36, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4186, top5_acc: 0.6613, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.6419 2020-10-05 18:42:01,616 - mmaction - INFO - Epoch [172][320/999] lr: 1.489e-01, eta: 23:43:15, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4167, top5_acc: 0.6598, loss_cls: 2.6796, loss: 2.6796, grad_norm: 1.6518 2020-10-05 18:42:21,591 - mmaction - INFO - Epoch [172][340/999] lr: 1.489e-01, eta: 23:42:55, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4194, top5_acc: 0.6600, loss_cls: 2.6582, loss: 2.6582, grad_norm: 1.6210 2020-10-05 18:42:41,534 - mmaction - INFO - Epoch [172][360/999] lr: 1.489e-01, eta: 23:42:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4214, top5_acc: 0.6595, loss_cls: 2.6399, loss: 2.6399, grad_norm: 1.6514 2020-10-05 18:43:01,400 - mmaction - INFO - Epoch [172][380/999] lr: 1.489e-01, eta: 23:42:14, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4227, top5_acc: 0.6603, loss_cls: 2.6476, loss: 2.6476, grad_norm: 1.6435 2020-10-05 18:43:21,350 - mmaction - INFO - Epoch [172][400/999] lr: 1.489e-01, eta: 23:41:54, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6557, loss_cls: 2.6551, loss: 2.6551, grad_norm: 1.6464 2020-10-05 18:43:41,211 - mmaction - INFO - Epoch [172][420/999] lr: 1.489e-01, eta: 23:41:34, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4076, top5_acc: 0.6549, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.6577 2020-10-05 18:44:01,209 - mmaction - INFO - Epoch [172][440/999] lr: 1.489e-01, eta: 23:41:13, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4191, top5_acc: 0.6517, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.6539 2020-10-05 18:44:21,132 - mmaction - INFO - Epoch [172][460/999] lr: 1.489e-01, eta: 23:40:53, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4262, top5_acc: 0.6715, loss_cls: 2.6280, loss: 2.6280, grad_norm: 1.6325 2020-10-05 18:44:41,148 - mmaction - INFO - Epoch [172][480/999] lr: 1.489e-01, eta: 23:40:33, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6596, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.6732 2020-10-05 18:45:01,100 - mmaction - INFO - Epoch [172][500/999] lr: 1.489e-01, eta: 23:40:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4105, top5_acc: 0.6566, loss_cls: 2.6761, loss: 2.6761, grad_norm: 1.6395 2020-10-05 18:45:21,080 - mmaction - INFO - Epoch [172][520/999] lr: 1.489e-01, eta: 23:39:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4087, top5_acc: 0.6487, loss_cls: 2.6923, loss: 2.6923, grad_norm: 1.6410 2020-10-05 18:45:40,997 - mmaction - INFO - Epoch [172][540/999] lr: 1.489e-01, eta: 23:39:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4296, top5_acc: 0.6738, loss_cls: 2.6092, loss: 2.6092, grad_norm: 1.6347 2020-10-05 18:46:00,986 - mmaction - INFO - Epoch [172][560/999] lr: 1.489e-01, eta: 23:39:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4276, top5_acc: 0.6634, loss_cls: 2.6170, loss: 2.6170, grad_norm: 1.6566 2020-10-05 18:46:20,894 - mmaction - INFO - Epoch [172][580/999] lr: 1.489e-01, eta: 23:38:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4104, top5_acc: 0.6587, loss_cls: 2.6835, loss: 2.6835, grad_norm: 1.6722 2020-10-05 18:46:40,773 - mmaction - INFO - Epoch [172][600/999] lr: 1.489e-01, eta: 23:38:31, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4164, top5_acc: 0.6643, loss_cls: 2.6459, loss: 2.6459, grad_norm: 1.6634 2020-10-05 18:47:00,742 - mmaction - INFO - Epoch [172][620/999] lr: 1.489e-01, eta: 23:38:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4051, top5_acc: 0.6516, loss_cls: 2.7144, loss: 2.7144, grad_norm: 1.6464 2020-10-05 18:47:20,659 - mmaction - INFO - Epoch [172][640/999] lr: 1.489e-01, eta: 23:37:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.6146, loss: 2.6146, grad_norm: 1.6409 2020-10-05 18:47:40,623 - mmaction - INFO - Epoch [172][660/999] lr: 1.489e-01, eta: 23:37:30, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4125, top5_acc: 0.6638, loss_cls: 2.6605, loss: 2.6605, grad_norm: 1.6603 2020-10-05 18:48:00,559 - mmaction - INFO - Epoch [172][680/999] lr: 1.489e-01, eta: 23:37:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4176, top5_acc: 0.6624, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.6511 2020-10-05 18:48:20,478 - mmaction - INFO - Epoch [172][700/999] lr: 1.489e-01, eta: 23:36:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4096, top5_acc: 0.6555, loss_cls: 2.7248, loss: 2.7248, grad_norm: 1.6470 2020-10-05 18:48:40,381 - mmaction - INFO - Epoch [172][720/999] lr: 1.489e-01, eta: 23:36:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4219, top5_acc: 0.6667, loss_cls: 2.6405, loss: 2.6405, grad_norm: 1.6667 2020-10-05 18:49:00,292 - mmaction - INFO - Epoch [172][740/999] lr: 1.489e-01, eta: 23:36:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4163, top5_acc: 0.6547, loss_cls: 2.6859, loss: 2.6859, grad_norm: 1.6417 2020-10-05 18:49:20,226 - mmaction - INFO - Epoch [172][760/999] lr: 1.489e-01, eta: 23:35:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4173, top5_acc: 0.6646, loss_cls: 2.6491, loss: 2.6491, grad_norm: 1.6324 2020-10-05 18:49:40,078 - mmaction - INFO - Epoch [172][780/999] lr: 1.489e-01, eta: 23:35:28, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4145, top5_acc: 0.6547, loss_cls: 2.6878, loss: 2.6878, grad_norm: 1.6456 2020-10-05 18:49:59,941 - mmaction - INFO - Epoch [172][800/999] lr: 1.489e-01, eta: 23:35:08, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4173, top5_acc: 0.6641, loss_cls: 2.6575, loss: 2.6575, grad_norm: 1.6450 2020-10-05 18:50:19,823 - mmaction - INFO - Epoch [172][820/999] lr: 1.489e-01, eta: 23:34:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4118, top5_acc: 0.6599, loss_cls: 2.6673, loss: 2.6673, grad_norm: 1.6597 2020-10-05 18:50:39,679 - mmaction - INFO - Epoch [172][840/999] lr: 1.489e-01, eta: 23:34:27, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4056, top5_acc: 0.6591, loss_cls: 2.7028, loss: 2.7028, grad_norm: 1.6515 2020-10-05 18:50:59,637 - mmaction - INFO - Epoch [172][860/999] lr: 1.489e-01, eta: 23:34:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4091, top5_acc: 0.6594, loss_cls: 2.7047, loss: 2.7047, grad_norm: 1.6685 2020-10-05 18:51:19,565 - mmaction - INFO - Epoch [172][880/999] lr: 1.489e-01, eta: 23:33:46, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4122, top5_acc: 0.6499, loss_cls: 2.7209, loss: 2.7209, grad_norm: 1.6321 2020-10-05 18:51:39,448 - mmaction - INFO - Epoch [172][900/999] lr: 1.489e-01, eta: 23:33:26, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4181, top5_acc: 0.6624, loss_cls: 2.6242, loss: 2.6242, grad_norm: 1.6420 2020-10-05 18:51:59,340 - mmaction - INFO - Epoch [172][920/999] lr: 1.489e-01, eta: 23:33:06, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4062, top5_acc: 0.6520, loss_cls: 2.7298, loss: 2.7298, grad_norm: 1.6822 2020-10-05 18:52:19,373 - mmaction - INFO - Epoch [172][940/999] lr: 1.489e-01, eta: 23:32:46, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4154, top5_acc: 0.6682, loss_cls: 2.6440, loss: 2.6440, grad_norm: 1.6448 2020-10-05 18:52:39,211 - mmaction - INFO - Epoch [172][960/999] lr: 1.489e-01, eta: 23:32:25, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4288, top5_acc: 0.6618, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.6546 2020-10-05 18:52:59,119 - mmaction - INFO - Epoch [172][980/999] lr: 1.489e-01, eta: 23:32:05, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4186, top5_acc: 0.6569, loss_cls: 2.6796, loss: 2.6796, grad_norm: 1.6444 2020-10-05 18:54:07,969 - mmaction - INFO - Epoch [173][20/999] lr: 1.458e-01, eta: 23:31:31, time: 2.486, data_time: 1.439, memory: 8478, top1_acc: 0.4227, top5_acc: 0.6647, loss_cls: 2.6241, loss: 2.6241, grad_norm: 1.6452 2020-10-05 18:54:27,718 - mmaction - INFO - Epoch [173][40/999] lr: 1.458e-01, eta: 23:31:10, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.4128, top5_acc: 0.6605, loss_cls: 2.6527, loss: 2.6527, grad_norm: 1.6690 2020-10-05 18:54:47,494 - mmaction - INFO - Epoch [173][60/999] lr: 1.458e-01, eta: 23:30:50, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.4260, top5_acc: 0.6703, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.6630 2020-10-05 18:55:07,398 - mmaction - INFO - Epoch [173][80/999] lr: 1.458e-01, eta: 23:30:29, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4203, top5_acc: 0.6686, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.6471 2020-10-05 18:55:27,323 - mmaction - INFO - Epoch [173][100/999] lr: 1.458e-01, eta: 23:30:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4216, top5_acc: 0.6658, loss_cls: 2.6192, loss: 2.6192, grad_norm: 1.6459 2020-10-05 18:55:47,422 - mmaction - INFO - Epoch [173][120/999] lr: 1.458e-01, eta: 23:29:49, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4255, top5_acc: 0.6676, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.6863 2020-10-05 18:56:07,332 - mmaction - INFO - Epoch [173][140/999] lr: 1.458e-01, eta: 23:29:29, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6715, loss_cls: 2.5952, loss: 2.5952, grad_norm: 1.6240 2020-10-05 18:56:27,232 - mmaction - INFO - Epoch [173][160/999] lr: 1.458e-01, eta: 23:29:08, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4204, top5_acc: 0.6672, loss_cls: 2.6221, loss: 2.6221, grad_norm: 1.6729 2020-10-05 18:56:47,150 - mmaction - INFO - Epoch [173][180/999] lr: 1.458e-01, eta: 23:28:48, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6621, loss_cls: 2.6507, loss: 2.6507, grad_norm: 1.6846 2020-10-05 18:57:07,089 - mmaction - INFO - Epoch [173][200/999] lr: 1.458e-01, eta: 23:28:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4134, top5_acc: 0.6595, loss_cls: 2.6664, loss: 2.6664, grad_norm: 1.6620 2020-10-05 18:57:26,987 - mmaction - INFO - Epoch [173][220/999] lr: 1.458e-01, eta: 23:28:07, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4240, top5_acc: 0.6799, loss_cls: 2.6066, loss: 2.6066, grad_norm: 1.6396 2020-10-05 18:57:46,870 - mmaction - INFO - Epoch [173][240/999] lr: 1.458e-01, eta: 23:27:47, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4113, top5_acc: 0.6572, loss_cls: 2.6880, loss: 2.6880, grad_norm: 1.6642 2020-10-05 18:58:06,754 - mmaction - INFO - Epoch [173][260/999] lr: 1.458e-01, eta: 23:27:27, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4191, top5_acc: 0.6674, loss_cls: 2.6530, loss: 2.6530, grad_norm: 1.6518 2020-10-05 18:58:26,674 - mmaction - INFO - Epoch [173][280/999] lr: 1.458e-01, eta: 23:27:06, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4164, top5_acc: 0.6684, loss_cls: 2.6287, loss: 2.6287, grad_norm: 1.6708 2020-10-05 18:58:46,627 - mmaction - INFO - Epoch [173][300/999] lr: 1.458e-01, eta: 23:26:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4122, top5_acc: 0.6589, loss_cls: 2.6862, loss: 2.6862, grad_norm: 1.6548 2020-10-05 18:59:06,566 - mmaction - INFO - Epoch [173][320/999] lr: 1.458e-01, eta: 23:26:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6611, loss_cls: 2.6640, loss: 2.6640, grad_norm: 1.6602 2020-10-05 18:59:26,479 - mmaction - INFO - Epoch [173][340/999] lr: 1.458e-01, eta: 23:26:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4263, top5_acc: 0.6754, loss_cls: 2.6133, loss: 2.6133, grad_norm: 1.6533 2020-10-05 18:59:46,334 - mmaction - INFO - Epoch [173][360/999] lr: 1.458e-01, eta: 23:25:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4197, top5_acc: 0.6626, loss_cls: 2.6467, loss: 2.6467, grad_norm: 1.6687 2020-10-05 19:00:07,226 - mmaction - INFO - Epoch [173][380/999] lr: 1.458e-01, eta: 23:25:25, time: 1.044, data_time: 0.001, memory: 8478, top1_acc: 0.4228, top5_acc: 0.6589, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.6579 2020-10-05 19:00:27,944 - mmaction - INFO - Epoch [173][400/999] lr: 1.458e-01, eta: 23:25:05, time: 1.035, data_time: 0.003, memory: 8478, top1_acc: 0.4158, top5_acc: 0.6639, loss_cls: 2.6442, loss: 2.6442, grad_norm: 1.6647 2020-10-05 19:00:47,902 - mmaction - INFO - Epoch [173][420/999] lr: 1.458e-01, eta: 23:24:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4185, top5_acc: 0.6707, loss_cls: 2.6613, loss: 2.6613, grad_norm: 1.6660 2020-10-05 19:01:07,727 - mmaction - INFO - Epoch [173][440/999] lr: 1.458e-01, eta: 23:24:24, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.4264, top5_acc: 0.6694, loss_cls: 2.6370, loss: 2.6370, grad_norm: 1.6955 2020-10-05 19:01:27,681 - mmaction - INFO - Epoch [173][460/999] lr: 1.458e-01, eta: 23:24:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4285, top5_acc: 0.6740, loss_cls: 2.6008, loss: 2.6008, grad_norm: 1.6725 2020-10-05 19:01:47,539 - mmaction - INFO - Epoch [173][480/999] lr: 1.458e-01, eta: 23:23:44, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4220, top5_acc: 0.6603, loss_cls: 2.6634, loss: 2.6634, grad_norm: 1.6534 2020-10-05 19:02:07,441 - mmaction - INFO - Epoch [173][500/999] lr: 1.458e-01, eta: 23:23:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4177, top5_acc: 0.6577, loss_cls: 2.6787, loss: 2.6787, grad_norm: 1.6600 2020-10-05 19:02:27,416 - mmaction - INFO - Epoch [173][520/999] lr: 1.458e-01, eta: 23:23:03, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4194, top5_acc: 0.6587, loss_cls: 2.6530, loss: 2.6530, grad_norm: 1.6413 2020-10-05 19:02:47,249 - mmaction - INFO - Epoch [173][540/999] lr: 1.458e-01, eta: 23:22:43, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.4216, top5_acc: 0.6715, loss_cls: 2.6124, loss: 2.6124, grad_norm: 1.6501 2020-10-05 19:03:07,198 - mmaction - INFO - Epoch [173][560/999] lr: 1.458e-01, eta: 23:22:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4181, top5_acc: 0.6633, loss_cls: 2.6660, loss: 2.6660, grad_norm: 1.6538 2020-10-05 19:03:27,078 - mmaction - INFO - Epoch [173][580/999] lr: 1.458e-01, eta: 23:22:02, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4219, top5_acc: 0.6660, loss_cls: 2.6491, loss: 2.6491, grad_norm: 1.6558 2020-10-05 19:03:47,056 - mmaction - INFO - Epoch [173][600/999] lr: 1.458e-01, eta: 23:21:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4184, top5_acc: 0.6626, loss_cls: 2.6669, loss: 2.6669, grad_norm: 1.6812 2020-10-05 19:04:06,821 - mmaction - INFO - Epoch [173][620/999] lr: 1.458e-01, eta: 23:21:22, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4202, top5_acc: 0.6552, loss_cls: 2.6586, loss: 2.6586, grad_norm: 1.6361 2020-10-05 19:04:26,653 - mmaction - INFO - Epoch [173][640/999] lr: 1.458e-01, eta: 23:21:01, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4098, top5_acc: 0.6557, loss_cls: 2.6905, loss: 2.6905, grad_norm: 1.6738 2020-10-05 19:04:46,559 - mmaction - INFO - Epoch [173][660/999] lr: 1.458e-01, eta: 23:20:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4107, top5_acc: 0.6491, loss_cls: 2.7068, loss: 2.7068, grad_norm: 1.6467 2020-10-05 19:05:06,468 - mmaction - INFO - Epoch [173][680/999] lr: 1.458e-01, eta: 23:20:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4161, top5_acc: 0.6628, loss_cls: 2.6459, loss: 2.6459, grad_norm: 1.6516 2020-10-05 19:05:26,233 - mmaction - INFO - Epoch [173][700/999] lr: 1.458e-01, eta: 23:20:00, time: 0.990, data_time: 0.004, memory: 8478, top1_acc: 0.4148, top5_acc: 0.6577, loss_cls: 2.6494, loss: 2.6494, grad_norm: 1.6785 2020-10-05 19:05:46,188 - mmaction - INFO - Epoch [173][720/999] lr: 1.458e-01, eta: 23:19:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4169, top5_acc: 0.6667, loss_cls: 2.6567, loss: 2.6567, grad_norm: 1.6546 2020-10-05 19:06:06,175 - mmaction - INFO - Epoch [173][740/999] lr: 1.458e-01, eta: 23:19:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4152, top5_acc: 0.6590, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.6789 2020-10-05 19:06:26,178 - mmaction - INFO - Epoch [173][760/999] lr: 1.458e-01, eta: 23:18:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4112, top5_acc: 0.6577, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.6860 2020-10-05 19:06:46,163 - mmaction - INFO - Epoch [173][780/999] lr: 1.458e-01, eta: 23:18:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4111, top5_acc: 0.6574, loss_cls: 2.6562, loss: 2.6562, grad_norm: 1.6502 2020-10-05 19:07:06,112 - mmaction - INFO - Epoch [173][800/999] lr: 1.458e-01, eta: 23:18:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4111, top5_acc: 0.6559, loss_cls: 2.7103, loss: 2.7103, grad_norm: 1.6878 2020-10-05 19:07:25,975 - mmaction - INFO - Epoch [173][820/999] lr: 1.458e-01, eta: 23:17:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4177, top5_acc: 0.6589, loss_cls: 2.6742, loss: 2.6742, grad_norm: 1.6839 2020-10-05 19:07:45,984 - mmaction - INFO - Epoch [173][840/999] lr: 1.458e-01, eta: 23:17:38, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4141, top5_acc: 0.6535, loss_cls: 2.6941, loss: 2.6941, grad_norm: 1.6593 2020-10-05 19:08:05,750 - mmaction - INFO - Epoch [173][860/999] lr: 1.458e-01, eta: 23:17:18, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.3987, top5_acc: 0.6441, loss_cls: 2.7401, loss: 2.7401, grad_norm: 1.6612 2020-10-05 19:08:25,737 - mmaction - INFO - Epoch [173][880/999] lr: 1.458e-01, eta: 23:16:57, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4254, top5_acc: 0.6641, loss_cls: 2.6533, loss: 2.6533, grad_norm: 1.6543 2020-10-05 19:08:45,722 - mmaction - INFO - Epoch [173][900/999] lr: 1.458e-01, eta: 23:16:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6656, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.6503 2020-10-05 19:09:05,645 - mmaction - INFO - Epoch [173][920/999] lr: 1.458e-01, eta: 23:16:17, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4078, top5_acc: 0.6559, loss_cls: 2.6965, loss: 2.6965, grad_norm: 1.6804 2020-10-05 19:09:25,586 - mmaction - INFO - Epoch [173][940/999] lr: 1.458e-01, eta: 23:15:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4094, top5_acc: 0.6630, loss_cls: 2.6649, loss: 2.6649, grad_norm: 1.6618 2020-10-05 19:09:45,508 - mmaction - INFO - Epoch [173][960/999] lr: 1.458e-01, eta: 23:15:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4221, top5_acc: 0.6615, loss_cls: 2.6698, loss: 2.6698, grad_norm: 1.6635 2020-10-05 19:10:05,403 - mmaction - INFO - Epoch [173][980/999] lr: 1.458e-01, eta: 23:15:16, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4190, top5_acc: 0.6629, loss_cls: 2.6524, loss: 2.6524, grad_norm: 1.6546 2020-10-05 19:11:18,885 - mmaction - INFO - Epoch [174][20/999] lr: 1.426e-01, eta: 23:14:43, time: 2.643, data_time: 1.412, memory: 8478, top1_acc: 0.4165, top5_acc: 0.6672, loss_cls: 2.6531, loss: 2.6531, grad_norm: 1.6501 2020-10-05 19:11:38,567 - mmaction - INFO - Epoch [174][40/999] lr: 1.426e-01, eta: 23:14:22, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.4189, top5_acc: 0.6702, loss_cls: 2.6275, loss: 2.6275, grad_norm: 1.6622 2020-10-05 19:11:58,385 - mmaction - INFO - Epoch [174][60/999] lr: 1.426e-01, eta: 23:14:02, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4326, top5_acc: 0.6768, loss_cls: 2.5770, loss: 2.5770, grad_norm: 1.6576 2020-10-05 19:12:18,290 - mmaction - INFO - Epoch [174][80/999] lr: 1.426e-01, eta: 23:13:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4306, top5_acc: 0.6746, loss_cls: 2.6118, loss: 2.6118, grad_norm: 1.6874 2020-10-05 19:12:38,073 - mmaction - INFO - Epoch [174][100/999] lr: 1.426e-01, eta: 23:13:21, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4247, top5_acc: 0.6694, loss_cls: 2.6354, loss: 2.6354, grad_norm: 1.6602 2020-10-05 19:12:58,014 - mmaction - INFO - Epoch [174][120/999] lr: 1.426e-01, eta: 23:13:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4142, top5_acc: 0.6612, loss_cls: 2.6492, loss: 2.6492, grad_norm: 1.6647 2020-10-05 19:13:17,944 - mmaction - INFO - Epoch [174][140/999] lr: 1.426e-01, eta: 23:12:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4268, top5_acc: 0.6729, loss_cls: 2.6163, loss: 2.6163, grad_norm: 1.6653 2020-10-05 19:13:37,884 - mmaction - INFO - Epoch [174][160/999] lr: 1.426e-01, eta: 23:12:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4237, top5_acc: 0.6684, loss_cls: 2.6281, loss: 2.6281, grad_norm: 1.6788 2020-10-05 19:13:57,843 - mmaction - INFO - Epoch [174][180/999] lr: 1.426e-01, eta: 23:12:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4089, top5_acc: 0.6667, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.6759 2020-10-05 19:14:17,813 - mmaction - INFO - Epoch [174][200/999] lr: 1.426e-01, eta: 23:11:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4181, top5_acc: 0.6669, loss_cls: 2.6437, loss: 2.6437, grad_norm: 1.6674 2020-10-05 19:14:37,708 - mmaction - INFO - Epoch [174][220/999] lr: 1.426e-01, eta: 23:11:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6751, loss_cls: 2.6186, loss: 2.6186, grad_norm: 1.6670 2020-10-05 19:14:57,744 - mmaction - INFO - Epoch [174][240/999] lr: 1.426e-01, eta: 23:10:59, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4332, top5_acc: 0.6740, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.6466 2020-10-05 19:15:17,695 - mmaction - INFO - Epoch [174][260/999] lr: 1.426e-01, eta: 23:10:39, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4259, top5_acc: 0.6652, loss_cls: 2.6333, loss: 2.6333, grad_norm: 1.6718 2020-10-05 19:15:37,741 - mmaction - INFO - Epoch [174][280/999] lr: 1.426e-01, eta: 23:10:19, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4138, top5_acc: 0.6596, loss_cls: 2.6733, loss: 2.6733, grad_norm: 1.6948 2020-10-05 19:15:57,644 - mmaction - INFO - Epoch [174][300/999] lr: 1.426e-01, eta: 23:09:58, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4208, top5_acc: 0.6707, loss_cls: 2.6192, loss: 2.6192, grad_norm: 1.6993 2020-10-05 19:16:17,630 - mmaction - INFO - Epoch [174][320/999] lr: 1.426e-01, eta: 23:09:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6642, loss_cls: 2.6663, loss: 2.6663, grad_norm: 1.6887 2020-10-05 19:16:37,426 - mmaction - INFO - Epoch [174][340/999] lr: 1.426e-01, eta: 23:09:18, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4315, top5_acc: 0.6740, loss_cls: 2.6061, loss: 2.6061, grad_norm: 1.6855 2020-10-05 19:16:57,445 - mmaction - INFO - Epoch [174][360/999] lr: 1.426e-01, eta: 23:08:57, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4221, top5_acc: 0.6632, loss_cls: 2.6669, loss: 2.6669, grad_norm: 1.6574 2020-10-05 19:17:17,334 - mmaction - INFO - Epoch [174][380/999] lr: 1.426e-01, eta: 23:08:37, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4237, top5_acc: 0.6681, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.6843 2020-10-05 19:17:37,308 - mmaction - INFO - Epoch [174][400/999] lr: 1.426e-01, eta: 23:08:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4297, top5_acc: 0.6704, loss_cls: 2.6347, loss: 2.6347, grad_norm: 1.6806 2020-10-05 19:17:57,153 - mmaction - INFO - Epoch [174][420/999] lr: 1.426e-01, eta: 23:07:56, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6547, loss: 2.6547, grad_norm: 1.6931 2020-10-05 19:18:17,167 - mmaction - INFO - Epoch [174][440/999] lr: 1.426e-01, eta: 23:07:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4081, top5_acc: 0.6517, loss_cls: 2.6924, loss: 2.6924, grad_norm: 1.6808 2020-10-05 19:18:37,132 - mmaction - INFO - Epoch [174][460/999] lr: 1.426e-01, eta: 23:07:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4234, top5_acc: 0.6688, loss_cls: 2.6291, loss: 2.6291, grad_norm: 1.6796 2020-10-05 19:18:56,951 - mmaction - INFO - Epoch [174][480/999] lr: 1.426e-01, eta: 23:06:56, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4176, top5_acc: 0.6626, loss_cls: 2.6524, loss: 2.6524, grad_norm: 1.6806 2020-10-05 19:19:16,802 - mmaction - INFO - Epoch [174][500/999] lr: 1.426e-01, eta: 23:06:35, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4115, top5_acc: 0.6556, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.6626 2020-10-05 19:19:36,728 - mmaction - INFO - Epoch [174][520/999] lr: 1.426e-01, eta: 23:06:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4219, top5_acc: 0.6572, loss_cls: 2.6834, loss: 2.6834, grad_norm: 1.6759 2020-10-05 19:19:56,668 - mmaction - INFO - Epoch [174][540/999] lr: 1.426e-01, eta: 23:05:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4152, top5_acc: 0.6661, loss_cls: 2.6480, loss: 2.6480, grad_norm: 1.6960 2020-10-05 19:20:16,568 - mmaction - INFO - Epoch [174][560/999] lr: 1.426e-01, eta: 23:05:34, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4232, top5_acc: 0.6648, loss_cls: 2.6375, loss: 2.6375, grad_norm: 1.6791 2020-10-05 19:20:36,556 - mmaction - INFO - Epoch [174][580/999] lr: 1.426e-01, eta: 23:05:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4264, top5_acc: 0.6625, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.6595 2020-10-05 19:20:56,452 - mmaction - INFO - Epoch [174][600/999] lr: 1.426e-01, eta: 23:04:54, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4232, top5_acc: 0.6671, loss_cls: 2.6330, loss: 2.6330, grad_norm: 1.6752 2020-10-05 19:21:16,446 - mmaction - INFO - Epoch [174][620/999] lr: 1.426e-01, eta: 23:04:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4185, top5_acc: 0.6688, loss_cls: 2.6478, loss: 2.6478, grad_norm: 1.7043 2020-10-05 19:21:36,339 - mmaction - INFO - Epoch [174][640/999] lr: 1.426e-01, eta: 23:04:13, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4215, top5_acc: 0.6736, loss_cls: 2.6069, loss: 2.6069, grad_norm: 1.6750 2020-10-05 19:21:56,202 - mmaction - INFO - Epoch [174][660/999] lr: 1.426e-01, eta: 23:03:53, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4217, top5_acc: 0.6654, loss_cls: 2.6163, loss: 2.6163, grad_norm: 1.6820 2020-10-05 19:22:16,115 - mmaction - INFO - Epoch [174][680/999] lr: 1.426e-01, eta: 23:03:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4249, top5_acc: 0.6646, loss_cls: 2.6379, loss: 2.6379, grad_norm: 1.6994 2020-10-05 19:22:35,976 - mmaction - INFO - Epoch [174][700/999] lr: 1.426e-01, eta: 23:03:12, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.4221, top5_acc: 0.6660, loss_cls: 2.6302, loss: 2.6302, grad_norm: 1.7023 2020-10-05 19:22:55,951 - mmaction - INFO - Epoch [174][720/999] lr: 1.426e-01, eta: 23:02:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4199, top5_acc: 0.6682, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.6891 2020-10-05 19:23:15,826 - mmaction - INFO - Epoch [174][740/999] lr: 1.426e-01, eta: 23:02:31, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4223, top5_acc: 0.6621, loss_cls: 2.6582, loss: 2.6582, grad_norm: 1.6894 2020-10-05 19:23:35,660 - mmaction - INFO - Epoch [174][760/999] lr: 1.426e-01, eta: 23:02:11, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4215, top5_acc: 0.6638, loss_cls: 2.6438, loss: 2.6438, grad_norm: 1.6380 2020-10-05 19:23:55,539 - mmaction - INFO - Epoch [174][780/999] lr: 1.426e-01, eta: 23:01:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4181, top5_acc: 0.6708, loss_cls: 2.6479, loss: 2.6479, grad_norm: 1.6801 2020-10-05 19:24:15,521 - mmaction - INFO - Epoch [174][800/999] lr: 1.426e-01, eta: 23:01:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4208, top5_acc: 0.6535, loss_cls: 2.6909, loss: 2.6909, grad_norm: 1.6970 2020-10-05 19:24:35,492 - mmaction - INFO - Epoch [174][820/999] lr: 1.426e-01, eta: 23:01:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4255, top5_acc: 0.6690, loss_cls: 2.6217, loss: 2.6217, grad_norm: 1.6706 2020-10-05 19:24:55,459 - mmaction - INFO - Epoch [174][840/999] lr: 1.426e-01, eta: 23:00:50, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4271, top5_acc: 0.6665, loss_cls: 2.6274, loss: 2.6274, grad_norm: 1.6696 2020-10-05 19:25:15,335 - mmaction - INFO - Epoch [174][860/999] lr: 1.426e-01, eta: 23:00:29, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4148, top5_acc: 0.6526, loss_cls: 2.6744, loss: 2.6744, grad_norm: 1.6842 2020-10-05 19:25:35,243 - mmaction - INFO - Epoch [174][880/999] lr: 1.426e-01, eta: 23:00:09, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.4182, top5_acc: 0.6612, loss_cls: 2.6672, loss: 2.6672, grad_norm: 1.6621 2020-10-05 19:25:55,187 - mmaction - INFO - Epoch [174][900/999] lr: 1.426e-01, eta: 22:59:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4173, top5_acc: 0.6701, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.6962 2020-10-05 19:26:15,094 - mmaction - INFO - Epoch [174][920/999] lr: 1.426e-01, eta: 22:59:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4194, top5_acc: 0.6648, loss_cls: 2.6462, loss: 2.6462, grad_norm: 1.7018 2020-10-05 19:26:35,041 - mmaction - INFO - Epoch [174][940/999] lr: 1.426e-01, eta: 22:59:08, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6652, loss_cls: 2.6673, loss: 2.6673, grad_norm: 1.6743 2020-10-05 19:26:54,940 - mmaction - INFO - Epoch [174][960/999] lr: 1.426e-01, eta: 22:58:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.6402, loss: 2.6402, grad_norm: 1.6810 2020-10-05 19:27:14,888 - mmaction - INFO - Epoch [174][980/999] lr: 1.426e-01, eta: 22:58:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4177, top5_acc: 0.6646, loss_cls: 2.6441, loss: 2.6441, grad_norm: 1.6643 2020-10-05 19:28:23,546 - mmaction - INFO - Epoch [175][20/999] lr: 1.395e-01, eta: 22:57:53, time: 2.467, data_time: 1.468, memory: 8478, top1_acc: 0.4137, top5_acc: 0.6621, loss_cls: 2.6500, loss: 2.6500, grad_norm: 1.6857 2020-10-05 19:28:43,192 - mmaction - INFO - Epoch [175][40/999] lr: 1.395e-01, eta: 22:57:32, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.4275, top5_acc: 0.6681, loss_cls: 2.6090, loss: 2.6090, grad_norm: 1.6668 2020-10-05 19:29:03,101 - mmaction - INFO - Epoch [175][60/999] lr: 1.395e-01, eta: 22:57:12, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4368, top5_acc: 0.6754, loss_cls: 2.5710, loss: 2.5710, grad_norm: 1.6687 2020-10-05 19:29:22,914 - mmaction - INFO - Epoch [175][80/999] lr: 1.395e-01, eta: 22:56:52, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4266, top5_acc: 0.6667, loss_cls: 2.6340, loss: 2.6340, grad_norm: 1.6619 2020-10-05 19:29:42,909 - mmaction - INFO - Epoch [175][100/999] lr: 1.395e-01, eta: 22:56:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4251, top5_acc: 0.6618, loss_cls: 2.6452, loss: 2.6452, grad_norm: 1.6765 2020-10-05 19:30:02,925 - mmaction - INFO - Epoch [175][120/999] lr: 1.395e-01, eta: 22:56:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4247, top5_acc: 0.6685, loss_cls: 2.6101, loss: 2.6101, grad_norm: 1.6837 2020-10-05 19:30:23,801 - mmaction - INFO - Epoch [175][140/999] lr: 1.395e-01, eta: 22:55:51, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.4251, top5_acc: 0.6667, loss_cls: 2.6324, loss: 2.6324, grad_norm: 1.6903 2020-10-05 19:30:43,771 - mmaction - INFO - Epoch [175][160/999] lr: 1.395e-01, eta: 22:55:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4323, top5_acc: 0.6786, loss_cls: 2.5736, loss: 2.5736, grad_norm: 1.6700 2020-10-05 19:31:03,688 - mmaction - INFO - Epoch [175][180/999] lr: 1.395e-01, eta: 22:55:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4345, top5_acc: 0.6746, loss_cls: 2.5947, loss: 2.5947, grad_norm: 1.6861 2020-10-05 19:31:23,580 - mmaction - INFO - Epoch [175][200/999] lr: 1.395e-01, eta: 22:54:50, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4230, top5_acc: 0.6710, loss_cls: 2.6196, loss: 2.6196, grad_norm: 1.7108 2020-10-05 19:31:43,426 - mmaction - INFO - Epoch [175][220/999] lr: 1.395e-01, eta: 22:54:30, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4215, top5_acc: 0.6684, loss_cls: 2.6313, loss: 2.6313, grad_norm: 1.6941 2020-10-05 19:32:03,343 - mmaction - INFO - Epoch [175][240/999] lr: 1.395e-01, eta: 22:54:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4345, top5_acc: 0.6680, loss_cls: 2.6364, loss: 2.6364, grad_norm: 1.7047 2020-10-05 19:32:23,281 - mmaction - INFO - Epoch [175][260/999] lr: 1.395e-01, eta: 22:53:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4186, top5_acc: 0.6608, loss_cls: 2.6549, loss: 2.6549, grad_norm: 1.6967 2020-10-05 19:32:43,195 - mmaction - INFO - Epoch [175][280/999] lr: 1.395e-01, eta: 22:53:29, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6676, loss_cls: 2.5994, loss: 2.5994, grad_norm: 1.6776 2020-10-05 19:33:03,142 - mmaction - INFO - Epoch [175][300/999] lr: 1.395e-01, eta: 22:53:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4220, top5_acc: 0.6685, loss_cls: 2.6258, loss: 2.6258, grad_norm: 1.7100 2020-10-05 19:33:23,036 - mmaction - INFO - Epoch [175][320/999] lr: 1.395e-01, eta: 22:52:49, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4255, top5_acc: 0.6698, loss_cls: 2.6115, loss: 2.6115, grad_norm: 1.6822 2020-10-05 19:33:42,893 - mmaction - INFO - Epoch [175][340/999] lr: 1.395e-01, eta: 22:52:28, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6658, loss_cls: 2.6098, loss: 2.6098, grad_norm: 1.6817 2020-10-05 19:34:02,791 - mmaction - INFO - Epoch [175][360/999] lr: 1.395e-01, eta: 22:52:08, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4145, top5_acc: 0.6622, loss_cls: 2.6698, loss: 2.6698, grad_norm: 1.7159 2020-10-05 19:34:22,671 - mmaction - INFO - Epoch [175][380/999] lr: 1.395e-01, eta: 22:51:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4176, top5_acc: 0.6607, loss_cls: 2.6588, loss: 2.6588, grad_norm: 1.6632 2020-10-05 19:34:42,621 - mmaction - INFO - Epoch [175][400/999] lr: 1.395e-01, eta: 22:51:27, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4237, top5_acc: 0.6690, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.6827 2020-10-05 19:35:02,595 - mmaction - INFO - Epoch [175][420/999] lr: 1.395e-01, eta: 22:51:07, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4215, top5_acc: 0.6704, loss_cls: 2.6141, loss: 2.6141, grad_norm: 1.7098 2020-10-05 19:35:22,431 - mmaction - INFO - Epoch [175][440/999] lr: 1.395e-01, eta: 22:50:47, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4277, top5_acc: 0.6704, loss_cls: 2.6225, loss: 2.6225, grad_norm: 1.6669 2020-10-05 19:35:42,412 - mmaction - INFO - Epoch [175][460/999] lr: 1.395e-01, eta: 22:50:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6767, loss_cls: 2.6201, loss: 2.6201, grad_norm: 1.6825 2020-10-05 19:36:02,218 - mmaction - INFO - Epoch [175][480/999] lr: 1.395e-01, eta: 22:50:06, time: 0.991, data_time: 0.004, memory: 8478, top1_acc: 0.4159, top5_acc: 0.6642, loss_cls: 2.6489, loss: 2.6489, grad_norm: 1.6947 2020-10-05 19:36:22,193 - mmaction - INFO - Epoch [175][500/999] lr: 1.395e-01, eta: 22:49:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4202, top5_acc: 0.6637, loss_cls: 2.6529, loss: 2.6529, grad_norm: 1.6856 2020-10-05 19:36:42,001 - mmaction - INFO - Epoch [175][520/999] lr: 1.395e-01, eta: 22:49:25, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.4249, top5_acc: 0.6652, loss_cls: 2.6538, loss: 2.6538, grad_norm: 1.6681 2020-10-05 19:37:01,863 - mmaction - INFO - Epoch [175][540/999] lr: 1.395e-01, eta: 22:49:05, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4147, top5_acc: 0.6604, loss_cls: 2.6926, loss: 2.6926, grad_norm: 1.6940 2020-10-05 19:37:21,703 - mmaction - INFO - Epoch [175][560/999] lr: 1.395e-01, eta: 22:48:45, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4227, top5_acc: 0.6674, loss_cls: 2.6607, loss: 2.6607, grad_norm: 1.6766 2020-10-05 19:37:41,477 - mmaction - INFO - Epoch [175][580/999] lr: 1.395e-01, eta: 22:48:24, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.4151, top5_acc: 0.6613, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.6624 2020-10-05 19:38:01,297 - mmaction - INFO - Epoch [175][600/999] lr: 1.395e-01, eta: 22:48:04, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.6760 2020-10-05 19:38:21,277 - mmaction - INFO - Epoch [175][620/999] lr: 1.395e-01, eta: 22:47:44, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.6188, loss: 2.6188, grad_norm: 1.6944 2020-10-05 19:38:41,231 - mmaction - INFO - Epoch [175][640/999] lr: 1.395e-01, eta: 22:47:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4193, top5_acc: 0.6668, loss_cls: 2.6431, loss: 2.6431, grad_norm: 1.7130 2020-10-05 19:39:01,201 - mmaction - INFO - Epoch [175][660/999] lr: 1.395e-01, eta: 22:47:03, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4339, top5_acc: 0.6741, loss_cls: 2.5803, loss: 2.5803, grad_norm: 1.7056 2020-10-05 19:39:21,154 - mmaction - INFO - Epoch [175][680/999] lr: 1.395e-01, eta: 22:46:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4277, top5_acc: 0.6656, loss_cls: 2.6313, loss: 2.6313, grad_norm: 1.6941 2020-10-05 19:39:41,002 - mmaction - INFO - Epoch [175][700/999] lr: 1.395e-01, eta: 22:46:22, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4181, top5_acc: 0.6659, loss_cls: 2.6399, loss: 2.6399, grad_norm: 1.7204 2020-10-05 19:40:00,899 - mmaction - INFO - Epoch [175][720/999] lr: 1.395e-01, eta: 22:46:02, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4246, top5_acc: 0.6764, loss_cls: 2.6158, loss: 2.6158, grad_norm: 1.6589 2020-10-05 19:40:20,765 - mmaction - INFO - Epoch [175][740/999] lr: 1.395e-01, eta: 22:45:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4290, top5_acc: 0.6767, loss_cls: 2.6024, loss: 2.6024, grad_norm: 1.6950 2020-10-05 19:40:40,683 - mmaction - INFO - Epoch [175][760/999] lr: 1.395e-01, eta: 22:45:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4204, top5_acc: 0.6674, loss_cls: 2.6430, loss: 2.6430, grad_norm: 1.7196 2020-10-05 19:41:00,562 - mmaction - INFO - Epoch [175][780/999] lr: 1.395e-01, eta: 22:45:01, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4263, top5_acc: 0.6693, loss_cls: 2.6097, loss: 2.6097, grad_norm: 1.7066 2020-10-05 19:41:20,396 - mmaction - INFO - Epoch [175][800/999] lr: 1.395e-01, eta: 22:44:41, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6716, loss: 2.6716, grad_norm: 1.6859 2020-10-05 19:41:40,296 - mmaction - INFO - Epoch [175][820/999] lr: 1.395e-01, eta: 22:44:20, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4208, top5_acc: 0.6643, loss_cls: 2.6525, loss: 2.6525, grad_norm: 1.6696 2020-10-05 19:42:00,179 - mmaction - INFO - Epoch [175][840/999] lr: 1.395e-01, eta: 22:44:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.6704 2020-10-05 19:42:20,087 - mmaction - INFO - Epoch [175][860/999] lr: 1.395e-01, eta: 22:43:40, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4161, top5_acc: 0.6654, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.6945 2020-10-05 19:42:40,063 - mmaction - INFO - Epoch [175][880/999] lr: 1.395e-01, eta: 22:43:19, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4243, top5_acc: 0.6730, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.7114 2020-10-05 19:43:00,058 - mmaction - INFO - Epoch [175][900/999] lr: 1.395e-01, eta: 22:42:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6766, loss_cls: 2.5991, loss: 2.5991, grad_norm: 1.6949 2020-10-05 19:43:19,939 - mmaction - INFO - Epoch [175][920/999] lr: 1.395e-01, eta: 22:42:39, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4138, top5_acc: 0.6587, loss_cls: 2.6968, loss: 2.6968, grad_norm: 1.7145 2020-10-05 19:43:39,757 - mmaction - INFO - Epoch [175][940/999] lr: 1.395e-01, eta: 22:42:18, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.6628 2020-10-05 19:43:59,739 - mmaction - INFO - Epoch [175][960/999] lr: 1.395e-01, eta: 22:41:58, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4234, top5_acc: 0.6720, loss_cls: 2.5968, loss: 2.5968, grad_norm: 1.7160 2020-10-05 19:44:19,746 - mmaction - INFO - Epoch [175][980/999] lr: 1.395e-01, eta: 22:41:38, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4195, top5_acc: 0.6664, loss_cls: 2.6455, loss: 2.6455, grad_norm: 1.6903 2020-10-05 19:45:29,076 - mmaction - INFO - Epoch [176][20/999] lr: 1.364e-01, eta: 22:41:03, time: 2.503, data_time: 1.466, memory: 8478, top1_acc: 0.4266, top5_acc: 0.6716, loss_cls: 2.5974, loss: 2.5974, grad_norm: 1.6982 2020-10-05 19:45:48,742 - mmaction - INFO - Epoch [176][40/999] lr: 1.364e-01, eta: 22:40:43, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.4323, top5_acc: 0.6716, loss_cls: 2.5800, loss: 2.5800, grad_norm: 1.6731 2020-10-05 19:46:08,660 - mmaction - INFO - Epoch [176][60/999] lr: 1.364e-01, eta: 22:40:23, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4257, top5_acc: 0.6677, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.7090 2020-10-05 19:46:28,503 - mmaction - INFO - Epoch [176][80/999] lr: 1.364e-01, eta: 22:40:02, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4195, top5_acc: 0.6655, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.6984 2020-10-05 19:46:48,322 - mmaction - INFO - Epoch [176][100/999] lr: 1.364e-01, eta: 22:39:42, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4297, top5_acc: 0.6786, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.7345 2020-10-05 19:47:08,313 - mmaction - INFO - Epoch [176][120/999] lr: 1.364e-01, eta: 22:39:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4155, top5_acc: 0.6629, loss_cls: 2.6437, loss: 2.6437, grad_norm: 1.7280 2020-10-05 19:47:28,271 - mmaction - INFO - Epoch [176][140/999] lr: 1.364e-01, eta: 22:39:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4193, top5_acc: 0.6622, loss_cls: 2.6314, loss: 2.6314, grad_norm: 1.6985 2020-10-05 19:47:48,272 - mmaction - INFO - Epoch [176][160/999] lr: 1.364e-01, eta: 22:38:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4190, top5_acc: 0.6655, loss_cls: 2.6437, loss: 2.6437, grad_norm: 1.7111 2020-10-05 19:48:08,251 - mmaction - INFO - Epoch [176][180/999] lr: 1.364e-01, eta: 22:38:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4299, top5_acc: 0.6807, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.7006 2020-10-05 19:48:28,107 - mmaction - INFO - Epoch [176][200/999] lr: 1.364e-01, eta: 22:38:01, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4232, top5_acc: 0.6609, loss_cls: 2.6429, loss: 2.6429, grad_norm: 1.6927 2020-10-05 19:48:48,016 - mmaction - INFO - Epoch [176][220/999] lr: 1.364e-01, eta: 22:37:40, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4253, top5_acc: 0.6671, loss_cls: 2.6244, loss: 2.6244, grad_norm: 1.7150 2020-10-05 19:49:07,890 - mmaction - INFO - Epoch [176][240/999] lr: 1.364e-01, eta: 22:37:20, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4240, top5_acc: 0.6690, loss_cls: 2.6045, loss: 2.6045, grad_norm: 1.6974 2020-10-05 19:49:27,716 - mmaction - INFO - Epoch [176][260/999] lr: 1.364e-01, eta: 22:37:00, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.4233, top5_acc: 0.6736, loss_cls: 2.5954, loss: 2.5954, grad_norm: 1.7083 2020-10-05 19:49:47,697 - mmaction - INFO - Epoch [176][280/999] lr: 1.364e-01, eta: 22:36:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4315, top5_acc: 0.6682, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.7118 2020-10-05 19:50:07,584 - mmaction - INFO - Epoch [176][300/999] lr: 1.364e-01, eta: 22:36:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4241, top5_acc: 0.6727, loss_cls: 2.6000, loss: 2.6000, grad_norm: 1.7139 2020-10-05 19:50:27,551 - mmaction - INFO - Epoch [176][320/999] lr: 1.364e-01, eta: 22:35:59, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4217, top5_acc: 0.6673, loss_cls: 2.6375, loss: 2.6375, grad_norm: 1.6827 2020-10-05 19:50:47,575 - mmaction - INFO - Epoch [176][340/999] lr: 1.364e-01, eta: 22:35:38, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4225, top5_acc: 0.6777, loss_cls: 2.5918, loss: 2.5918, grad_norm: 1.6992 2020-10-05 19:51:07,546 - mmaction - INFO - Epoch [176][360/999] lr: 1.364e-01, eta: 22:35:18, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4232, top5_acc: 0.6674, loss_cls: 2.6303, loss: 2.6303, grad_norm: 1.7100 2020-10-05 19:51:27,483 - mmaction - INFO - Epoch [176][380/999] lr: 1.364e-01, eta: 22:34:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4270, top5_acc: 0.6764, loss_cls: 2.6094, loss: 2.6094, grad_norm: 1.6964 2020-10-05 19:51:47,456 - mmaction - INFO - Epoch [176][400/999] lr: 1.364e-01, eta: 22:34:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4150, top5_acc: 0.6707, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.6960 2020-10-05 19:52:07,343 - mmaction - INFO - Epoch [176][420/999] lr: 1.364e-01, eta: 22:34:17, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4120, top5_acc: 0.6660, loss_cls: 2.6478, loss: 2.6478, grad_norm: 1.7369 2020-10-05 19:52:27,261 - mmaction - INFO - Epoch [176][440/999] lr: 1.364e-01, eta: 22:33:57, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4238, top5_acc: 0.6682, loss_cls: 2.5976, loss: 2.5976, grad_norm: 1.6926 2020-10-05 19:52:47,275 - mmaction - INFO - Epoch [176][460/999] lr: 1.364e-01, eta: 22:33:37, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4152, top5_acc: 0.6654, loss_cls: 2.6743, loss: 2.6743, grad_norm: 1.7184 2020-10-05 19:53:07,204 - mmaction - INFO - Epoch [176][480/999] lr: 1.364e-01, eta: 22:33:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4342, top5_acc: 0.6757, loss_cls: 2.5833, loss: 2.5833, grad_norm: 1.7113 2020-10-05 19:53:27,118 - mmaction - INFO - Epoch [176][500/999] lr: 1.364e-01, eta: 22:32:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4293, top5_acc: 0.6698, loss_cls: 2.6099, loss: 2.6099, grad_norm: 1.7073 2020-10-05 19:53:46,998 - mmaction - INFO - Epoch [176][520/999] lr: 1.364e-01, eta: 22:32:36, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4246, top5_acc: 0.6737, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.7152 2020-10-05 19:54:06,881 - mmaction - INFO - Epoch [176][540/999] lr: 1.364e-01, eta: 22:32:15, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4318, top5_acc: 0.6721, loss_cls: 2.5925, loss: 2.5925, grad_norm: 1.6972 2020-10-05 19:54:26,915 - mmaction - INFO - Epoch [176][560/999] lr: 1.364e-01, eta: 22:31:55, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4290, top5_acc: 0.6677, loss_cls: 2.6115, loss: 2.6115, grad_norm: 1.7087 2020-10-05 19:54:46,786 - mmaction - INFO - Epoch [176][580/999] lr: 1.364e-01, eta: 22:31:35, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4272, top5_acc: 0.6754, loss_cls: 2.5931, loss: 2.5931, grad_norm: 1.6916 2020-10-05 19:55:06,684 - mmaction - INFO - Epoch [176][600/999] lr: 1.364e-01, eta: 22:31:14, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4257, top5_acc: 0.6723, loss_cls: 2.6125, loss: 2.6125, grad_norm: 1.7127 2020-10-05 19:55:26,630 - mmaction - INFO - Epoch [176][620/999] lr: 1.364e-01, eta: 22:30:54, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4236, top5_acc: 0.6667, loss_cls: 2.6424, loss: 2.6424, grad_norm: 1.7151 2020-10-05 19:55:46,532 - mmaction - INFO - Epoch [176][640/999] lr: 1.364e-01, eta: 22:30:34, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4280, top5_acc: 0.6714, loss_cls: 2.6180, loss: 2.6180, grad_norm: 1.6672 2020-10-05 19:56:06,388 - mmaction - INFO - Epoch [176][660/999] lr: 1.364e-01, eta: 22:30:13, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4190, top5_acc: 0.6585, loss_cls: 2.6827, loss: 2.6827, grad_norm: 1.7297 2020-10-05 19:56:26,403 - mmaction - INFO - Epoch [176][680/999] lr: 1.364e-01, eta: 22:29:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4240, top5_acc: 0.6716, loss_cls: 2.6031, loss: 2.6031, grad_norm: 1.7068 2020-10-05 19:56:46,259 - mmaction - INFO - Epoch [176][700/999] lr: 1.364e-01, eta: 22:29:33, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4290, top5_acc: 0.6763, loss_cls: 2.5870, loss: 2.5870, grad_norm: 1.7088 2020-10-05 19:57:06,263 - mmaction - INFO - Epoch [176][720/999] lr: 1.364e-01, eta: 22:29:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4135, top5_acc: 0.6678, loss_cls: 2.6438, loss: 2.6438, grad_norm: 1.7100 2020-10-05 19:57:26,259 - mmaction - INFO - Epoch [176][740/999] lr: 1.364e-01, eta: 22:28:52, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4251, top5_acc: 0.6638, loss_cls: 2.6472, loss: 2.6472, grad_norm: 1.7125 2020-10-05 19:57:46,199 - mmaction - INFO - Epoch [176][760/999] lr: 1.364e-01, eta: 22:28:32, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4160, top5_acc: 0.6681, loss_cls: 2.6439, loss: 2.6439, grad_norm: 1.7370 2020-10-05 19:58:06,154 - mmaction - INFO - Epoch [176][780/999] lr: 1.364e-01, eta: 22:28:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4253, top5_acc: 0.6656, loss_cls: 2.6380, loss: 2.6380, grad_norm: 1.6879 2020-10-05 19:58:26,120 - mmaction - INFO - Epoch [176][800/999] lr: 1.364e-01, eta: 22:27:51, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4173, top5_acc: 0.6637, loss_cls: 2.6618, loss: 2.6618, grad_norm: 1.7224 2020-10-05 19:58:46,082 - mmaction - INFO - Epoch [176][820/999] lr: 1.364e-01, eta: 22:27:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4228, top5_acc: 0.6629, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.6967 2020-10-05 19:59:05,907 - mmaction - INFO - Epoch [176][840/999] lr: 1.364e-01, eta: 22:27:11, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6693, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.7312 2020-10-05 19:59:25,820 - mmaction - INFO - Epoch [176][860/999] lr: 1.364e-01, eta: 22:26:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4207, top5_acc: 0.6659, loss_cls: 2.6383, loss: 2.6383, grad_norm: 1.7043 2020-10-05 19:59:45,856 - mmaction - INFO - Epoch [176][880/999] lr: 1.364e-01, eta: 22:26:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4227, top5_acc: 0.6639, loss_cls: 2.6378, loss: 2.6378, grad_norm: 1.7363 2020-10-05 20:00:06,871 - mmaction - INFO - Epoch [176][900/999] lr: 1.364e-01, eta: 22:26:10, time: 1.051, data_time: 0.002, memory: 8478, top1_acc: 0.4158, top5_acc: 0.6602, loss_cls: 2.6717, loss: 2.6717, grad_norm: 1.7006 2020-10-05 20:00:27,665 - mmaction - INFO - Epoch [176][920/999] lr: 1.364e-01, eta: 22:25:50, time: 1.041, data_time: 0.003, memory: 8478, top1_acc: 0.4277, top5_acc: 0.6634, loss_cls: 2.6418, loss: 2.6418, grad_norm: 1.6896 2020-10-05 20:00:47,611 - mmaction - INFO - Epoch [176][940/999] lr: 1.364e-01, eta: 22:25:30, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4216, top5_acc: 0.6589, loss_cls: 2.6427, loss: 2.6427, grad_norm: 1.7184 2020-10-05 20:01:07,588 - mmaction - INFO - Epoch [176][960/999] lr: 1.364e-01, eta: 22:25:10, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.4348, top5_acc: 0.6770, loss_cls: 2.5668, loss: 2.5668, grad_norm: 1.6823 2020-10-05 20:01:27,476 - mmaction - INFO - Epoch [176][980/999] lr: 1.364e-01, eta: 22:24:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4224, top5_acc: 0.6721, loss_cls: 2.6350, loss: 2.6350, grad_norm: 1.7194 2020-10-05 20:01:48,101 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-10-05 20:03:04,063 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 20:03:05,711 - mmaction - INFO - top1_acc 0.5276 top5_acc 0.7834 2020-10-05 20:03:05,711 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 20:03:05,800 - mmaction - INFO - mean_acc 0.5261 2020-10-05 20:03:05,800 - mmaction - INFO - Now best checkpoint is epoch_176.pth 2020-10-05 20:03:05,825 - mmaction - INFO - Epoch(val) [176][999] top1_acc: 0.5276, top5_acc: 0.7834, mean_class_accuracy: 0.5261 2020-10-07 12:02:34,031 - mmaction - INFO - Epoch [177][20/999] lr: 1.333e-01, eta: 2 days, 9:26:44, time: 2.588, data_time: 1.376, memory: 8478, top1_acc: 0.4242, top5_acc: 0.6751, loss_cls: 2.6043, loss: 2.6043, grad_norm: 1.7088 2020-10-07 12:02:53,483 - mmaction - INFO - Epoch [177][40/999] lr: 1.333e-01, eta: 1 day, 15:30:47, time: 0.973, data_time: 0.003, memory: 8478, top1_acc: 0.4322, top5_acc: 0.6659, loss_cls: 2.5797, loss: 2.5797, grad_norm: 1.7235 2020-10-07 12:03:13,129 - mmaction - INFO - Epoch [177][60/999] lr: 1.333e-01, eta: 1 day, 9:35:32, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6652, loss_cls: 2.6099, loss: 2.6099, grad_norm: 1.7207 2020-10-07 12:03:32,693 - mmaction - INFO - Epoch [177][80/999] lr: 1.333e-01, eta: 1 day, 6:36:21, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.4227, top5_acc: 0.6660, loss_cls: 2.6349, loss: 2.6349, grad_norm: 1.7420 2020-10-07 12:03:52,320 - mmaction - INFO - Epoch [177][100/999] lr: 1.333e-01, eta: 1 day, 4:50:18, time: 0.983, data_time: 0.004, memory: 8478, top1_acc: 0.4280, top5_acc: 0.6781, loss_cls: 2.5807, loss: 2.5807, grad_norm: 1.6986 2020-10-07 12:04:12,125 - mmaction - INFO - Epoch [177][120/999] lr: 1.333e-01, eta: 1 day, 3:40:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4302, top5_acc: 0.6721, loss_cls: 2.6084, loss: 2.6084, grad_norm: 1.7203 2020-10-07 12:04:31,963 - mmaction - INFO - Epoch [177][140/999] lr: 1.333e-01, eta: 1 day, 2:51:35, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4220, top5_acc: 0.6650, loss_cls: 2.6409, loss: 2.6409, grad_norm: 1.7101 2020-10-07 12:04:51,833 - mmaction - INFO - Epoch [177][160/999] lr: 1.333e-01, eta: 1 day, 2:14:54, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4202, top5_acc: 0.6708, loss_cls: 2.6261, loss: 2.6261, grad_norm: 1.7062 2020-10-07 12:05:11,722 - mmaction - INFO - Epoch [177][180/999] lr: 1.333e-01, eta: 1 day, 1:46:32, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.6203, loss: 2.6203, grad_norm: 1.7088 2020-10-07 12:05:31,748 - mmaction - INFO - Epoch [177][200/999] lr: 1.333e-01, eta: 1 day, 1:24:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4302, top5_acc: 0.6656, loss_cls: 2.6378, loss: 2.6378, grad_norm: 1.7131 2020-10-07 12:05:51,731 - mmaction - INFO - Epoch [177][220/999] lr: 1.333e-01, eta: 1 day, 1:06:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4362, top5_acc: 0.6790, loss_cls: 2.5545, loss: 2.5545, grad_norm: 1.7009 2020-10-07 12:06:11,709 - mmaction - INFO - Epoch [177][240/999] lr: 1.333e-01, eta: 1 day, 0:51:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4285, top5_acc: 0.6725, loss_cls: 2.5882, loss: 2.5882, grad_norm: 1.7222 2020-10-07 12:06:31,665 - mmaction - INFO - Epoch [177][260/999] lr: 1.333e-01, eta: 1 day, 0:37:43, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6819, loss_cls: 2.5540, loss: 2.5540, grad_norm: 1.6713 2020-10-07 12:06:51,660 - mmaction - INFO - Epoch [177][280/999] lr: 1.333e-01, eta: 1 day, 0:26:40, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4365, top5_acc: 0.6852, loss_cls: 2.5326, loss: 2.5326, grad_norm: 1.7207 2020-10-07 12:07:11,595 - mmaction - INFO - Epoch [177][300/999] lr: 1.333e-01, eta: 1 day, 0:16:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4303, top5_acc: 0.6780, loss_cls: 2.5678, loss: 2.5678, grad_norm: 1.7386 2020-10-07 12:07:31,666 - mmaction - INFO - Epoch [177][320/999] lr: 1.333e-01, eta: 1 day, 0:08:32, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4247, top5_acc: 0.6767, loss_cls: 2.6079, loss: 2.6079, grad_norm: 1.7414 2020-10-07 12:07:51,664 - mmaction - INFO - Epoch [177][340/999] lr: 1.333e-01, eta: 1 day, 0:01:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4247, top5_acc: 0.6757, loss_cls: 2.5987, loss: 2.5987, grad_norm: 1.7198 2020-10-07 12:08:11,683 - mmaction - INFO - Epoch [177][360/999] lr: 1.333e-01, eta: 23:54:20, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6760, loss_cls: 2.5690, loss: 2.5690, grad_norm: 1.7125 2020-10-07 12:08:31,644 - mmaction - INFO - Epoch [177][380/999] lr: 1.333e-01, eta: 23:48:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4339, top5_acc: 0.6728, loss_cls: 2.5585, loss: 2.5585, grad_norm: 1.7250 2020-10-07 12:08:51,685 - mmaction - INFO - Epoch [177][400/999] lr: 1.333e-01, eta: 23:42:44, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4378, top5_acc: 0.6760, loss_cls: 2.5495, loss: 2.5495, grad_norm: 1.6981 2020-10-07 12:09:11,715 - mmaction - INFO - Epoch [177][420/999] lr: 1.333e-01, eta: 23:37:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4309, top5_acc: 0.6779, loss_cls: 2.5836, loss: 2.5836, grad_norm: 1.7493 2020-10-07 12:09:31,696 - mmaction - INFO - Epoch [177][440/999] lr: 1.333e-01, eta: 23:33:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4220, top5_acc: 0.6676, loss_cls: 2.6364, loss: 2.6364, grad_norm: 1.7171 2020-10-07 12:09:51,697 - mmaction - INFO - Epoch [177][460/999] lr: 1.333e-01, eta: 23:29:03, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4253, top5_acc: 0.6641, loss_cls: 2.6272, loss: 2.6272, grad_norm: 1.7228 2020-10-07 12:10:11,656 - mmaction - INFO - Epoch [177][480/999] lr: 1.333e-01, eta: 23:25:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4247, top5_acc: 0.6577, loss_cls: 2.6530, loss: 2.6530, grad_norm: 1.7108 2020-10-07 12:10:31,675 - mmaction - INFO - Epoch [177][500/999] lr: 1.333e-01, eta: 23:21:27, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4238, top5_acc: 0.6669, loss_cls: 2.6264, loss: 2.6264, grad_norm: 1.7256 2020-10-07 12:10:51,666 - mmaction - INFO - Epoch [177][520/999] lr: 1.333e-01, eta: 23:18:06, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4353, top5_acc: 0.6762, loss_cls: 2.5890, loss: 2.5890, grad_norm: 1.6908 2020-10-07 12:11:11,507 - mmaction - INFO - Epoch [177][540/999] lr: 1.333e-01, eta: 23:14:40, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4306, top5_acc: 0.6751, loss_cls: 2.5838, loss: 2.5838, grad_norm: 1.7303 2020-10-07 12:11:31,483 - mmaction - INFO - Epoch [177][560/999] lr: 1.333e-01, eta: 23:11:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4286, top5_acc: 0.6611, loss_cls: 2.6325, loss: 2.6325, grad_norm: 1.7195 2020-10-07 12:11:51,466 - mmaction - INFO - Epoch [177][580/999] lr: 1.333e-01, eta: 23:08:52, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4255, top5_acc: 0.6682, loss_cls: 2.6039, loss: 2.6039, grad_norm: 1.7240 2020-10-07 12:12:11,499 - mmaction - INFO - Epoch [177][600/999] lr: 1.333e-01, eta: 23:06:24, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6721, loss_cls: 2.6067, loss: 2.6067, grad_norm: 1.7339 2020-10-07 12:12:31,541 - mmaction - INFO - Epoch [177][620/999] lr: 1.333e-01, eta: 23:04:05, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4309, top5_acc: 0.6658, loss_cls: 2.6135, loss: 2.6135, grad_norm: 1.7145 2020-10-07 12:12:51,591 - mmaction - INFO - Epoch [177][640/999] lr: 1.333e-01, eta: 23:01:49, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4323, top5_acc: 0.6827, loss_cls: 2.5698, loss: 2.5698, grad_norm: 1.7012 2020-10-07 12:13:11,494 - mmaction - INFO - Epoch [177][660/999] lr: 1.333e-01, eta: 22:59:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4260, top5_acc: 0.6711, loss_cls: 2.6040, loss: 2.6040, grad_norm: 1.7122 2020-10-07 12:13:31,511 - mmaction - INFO - Epoch [177][680/999] lr: 1.333e-01, eta: 22:57:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4207, top5_acc: 0.6642, loss_cls: 2.6341, loss: 2.6341, grad_norm: 1.7241 2020-10-07 12:13:51,512 - mmaction - INFO - Epoch [177][700/999] lr: 1.333e-01, eta: 22:55:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.6517, loss: 2.6517, grad_norm: 1.7315 2020-10-07 12:14:11,431 - mmaction - INFO - Epoch [177][720/999] lr: 1.333e-01, eta: 22:53:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4277, top5_acc: 0.6693, loss_cls: 2.6268, loss: 2.6268, grad_norm: 1.7144 2020-10-07 12:14:31,420 - mmaction - INFO - Epoch [177][740/999] lr: 1.333e-01, eta: 22:51:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4306, top5_acc: 0.6734, loss_cls: 2.6061, loss: 2.6061, grad_norm: 1.7074 2020-10-07 12:14:51,346 - mmaction - INFO - Epoch [177][760/999] lr: 1.333e-01, eta: 22:49:46, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4273, top5_acc: 0.6714, loss_cls: 2.6061, loss: 2.6061, grad_norm: 1.7320 2020-10-07 12:15:11,319 - mmaction - INFO - Epoch [177][780/999] lr: 1.333e-01, eta: 22:48:05, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4268, top5_acc: 0.6673, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.6911 2020-10-07 12:15:31,310 - mmaction - INFO - Epoch [177][800/999] lr: 1.333e-01, eta: 22:46:31, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4305, top5_acc: 0.6729, loss_cls: 2.5796, loss: 2.5796, grad_norm: 1.7106 2020-10-07 12:15:51,281 - mmaction - INFO - Epoch [177][820/999] lr: 1.333e-01, eta: 22:44:57, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4193, top5_acc: 0.6658, loss_cls: 2.6377, loss: 2.6377, grad_norm: 1.7460 2020-10-07 12:16:11,286 - mmaction - INFO - Epoch [177][840/999] lr: 1.333e-01, eta: 22:43:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4243, top5_acc: 0.6660, loss_cls: 2.6323, loss: 2.6323, grad_norm: 1.7104 2020-10-07 12:16:31,318 - mmaction - INFO - Epoch [177][860/999] lr: 1.333e-01, eta: 22:42:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4232, top5_acc: 0.6622, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.7118 2020-10-07 12:16:51,281 - mmaction - INFO - Epoch [177][880/999] lr: 1.333e-01, eta: 22:40:45, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4273, top5_acc: 0.6613, loss_cls: 2.6322, loss: 2.6322, grad_norm: 1.7147 2020-10-07 12:17:11,217 - mmaction - INFO - Epoch [177][900/999] lr: 1.333e-01, eta: 22:39:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4184, top5_acc: 0.6647, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.7097 2020-10-07 12:17:31,186 - mmaction - INFO - Epoch [177][920/999] lr: 1.333e-01, eta: 22:38:03, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4277, top5_acc: 0.6733, loss_cls: 2.5894, loss: 2.5894, grad_norm: 1.7154 2020-10-07 12:17:51,190 - mmaction - INFO - Epoch [177][940/999] lr: 1.333e-01, eta: 22:36:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4217, top5_acc: 0.6592, loss_cls: 2.6607, loss: 2.6607, grad_norm: 1.7123 2020-10-07 12:18:11,214 - mmaction - INFO - Epoch [177][960/999] lr: 1.333e-01, eta: 22:35:40, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4223, top5_acc: 0.6638, loss_cls: 2.6321, loss: 2.6321, grad_norm: 1.7103 2020-10-07 12:18:31,190 - mmaction - INFO - Epoch [177][980/999] lr: 1.333e-01, eta: 22:34:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4246, top5_acc: 0.6720, loss_cls: 2.6251, loss: 2.6251, grad_norm: 1.7247 2020-10-07 12:19:40,839 - mmaction - INFO - Epoch [178][20/999] lr: 1.303e-01, eta: 22:46:34, time: 2.502, data_time: 1.421, memory: 8478, top1_acc: 0.4312, top5_acc: 0.6749, loss_cls: 2.5809, loss: 2.5809, grad_norm: 1.7347 2020-10-07 12:20:00,585 - mmaction - INFO - Epoch [178][40/999] lr: 1.303e-01, eta: 22:44:57, time: 0.989, data_time: 0.004, memory: 8478, top1_acc: 0.4339, top5_acc: 0.6792, loss_cls: 2.5627, loss: 2.5627, grad_norm: 1.7308 2020-10-07 12:20:20,472 - mmaction - INFO - Epoch [178][60/999] lr: 1.303e-01, eta: 22:43:31, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4333, top5_acc: 0.6760, loss_cls: 2.5625, loss: 2.5625, grad_norm: 1.6977 2020-10-07 12:20:40,378 - mmaction - INFO - Epoch [178][80/999] lr: 1.303e-01, eta: 22:42:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4280, top5_acc: 0.6727, loss_cls: 2.6185, loss: 2.6185, grad_norm: 1.7473 2020-10-07 12:21:00,234 - mmaction - INFO - Epoch [178][100/999] lr: 1.303e-01, eta: 22:40:43, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4259, top5_acc: 0.6727, loss_cls: 2.6221, loss: 2.6221, grad_norm: 1.7111 2020-10-07 12:21:20,174 - mmaction - INFO - Epoch [178][120/999] lr: 1.303e-01, eta: 22:39:27, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.4285, top5_acc: 0.6763, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.7248 2020-10-07 12:21:40,105 - mmaction - INFO - Epoch [178][140/999] lr: 1.303e-01, eta: 22:38:14, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.4293, top5_acc: 0.6642, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.7227 2020-10-07 12:22:00,014 - mmaction - INFO - Epoch [178][160/999] lr: 1.303e-01, eta: 22:37:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4268, top5_acc: 0.6789, loss_cls: 2.5898, loss: 2.5898, grad_norm: 1.7200 2020-10-07 12:22:19,933 - mmaction - INFO - Epoch [178][180/999] lr: 1.303e-01, eta: 22:35:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4228, top5_acc: 0.6750, loss_cls: 2.5996, loss: 2.5996, grad_norm: 1.7168 2020-10-07 12:22:39,937 - mmaction - INFO - Epoch [178][200/999] lr: 1.303e-01, eta: 22:34:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4410, top5_acc: 0.6720, loss_cls: 2.5558, loss: 2.5558, grad_norm: 1.7290 2020-10-07 12:22:59,921 - mmaction - INFO - Epoch [178][220/999] lr: 1.303e-01, eta: 22:33:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4337, top5_acc: 0.6783, loss_cls: 2.5624, loss: 2.5624, grad_norm: 1.7243 2020-10-07 12:23:19,894 - mmaction - INFO - Epoch [178][240/999] lr: 1.303e-01, eta: 22:32:39, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4357, top5_acc: 0.6810, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.7279 2020-10-07 12:23:39,902 - mmaction - INFO - Epoch [178][260/999] lr: 1.303e-01, eta: 22:31:41, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6723, loss_cls: 2.6063, loss: 2.6063, grad_norm: 1.7385 2020-10-07 12:23:59,947 - mmaction - INFO - Epoch [178][280/999] lr: 1.303e-01, eta: 22:30:44, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4320, top5_acc: 0.6719, loss_cls: 2.5891, loss: 2.5891, grad_norm: 1.7214 2020-10-07 12:24:19,792 - mmaction - INFO - Epoch [178][300/999] lr: 1.303e-01, eta: 22:29:38, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4439, top5_acc: 0.6818, loss_cls: 2.5385, loss: 2.5385, grad_norm: 1.7246 2020-10-07 12:24:39,694 - mmaction - INFO - Epoch [178][320/999] lr: 1.303e-01, eta: 22:28:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4237, top5_acc: 0.6697, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.7229 2020-10-07 12:24:59,673 - mmaction - INFO - Epoch [178][340/999] lr: 1.303e-01, eta: 22:27:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4251, top5_acc: 0.6723, loss_cls: 2.6090, loss: 2.6090, grad_norm: 1.7237 2020-10-07 12:25:19,621 - mmaction - INFO - Epoch [178][360/999] lr: 1.303e-01, eta: 22:26:40, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4424, top5_acc: 0.6777, loss_cls: 2.5347, loss: 2.5347, grad_norm: 1.7439 2020-10-07 12:25:39,562 - mmaction - INFO - Epoch [178][380/999] lr: 1.303e-01, eta: 22:25:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4194, top5_acc: 0.6704, loss_cls: 2.6177, loss: 2.6177, grad_norm: 1.7306 2020-10-07 12:25:59,586 - mmaction - INFO - Epoch [178][400/999] lr: 1.303e-01, eta: 22:24:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4223, top5_acc: 0.6698, loss_cls: 2.6309, loss: 2.6309, grad_norm: 1.7393 2020-10-07 12:26:19,514 - mmaction - INFO - Epoch [178][420/999] lr: 1.303e-01, eta: 22:23:57, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4309, top5_acc: 0.6730, loss_cls: 2.5968, loss: 2.5968, grad_norm: 1.7010 2020-10-07 12:26:39,552 - mmaction - INFO - Epoch [178][440/999] lr: 1.303e-01, eta: 22:23:11, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.4320, top5_acc: 0.6749, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.7332 2020-10-07 12:26:59,544 - mmaction - INFO - Epoch [178][460/999] lr: 1.303e-01, eta: 22:22:20, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6760, loss_cls: 2.5822, loss: 2.5822, grad_norm: 1.7452 2020-10-07 12:27:19,379 - mmaction - INFO - Epoch [178][480/999] lr: 1.303e-01, eta: 22:21:23, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4306, top5_acc: 0.6630, loss_cls: 2.6130, loss: 2.6130, grad_norm: 1.7004 2020-10-07 12:27:39,253 - mmaction - INFO - Epoch [178][500/999] lr: 1.303e-01, eta: 22:20:29, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4243, top5_acc: 0.6678, loss_cls: 2.6156, loss: 2.6156, grad_norm: 1.7265 2020-10-07 12:27:59,228 - mmaction - INFO - Epoch [178][520/999] lr: 1.303e-01, eta: 22:19:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4202, top5_acc: 0.6717, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.7397 2020-10-07 12:28:19,206 - mmaction - INFO - Epoch [178][540/999] lr: 1.303e-01, eta: 22:18:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4339, top5_acc: 0.6777, loss_cls: 2.5740, loss: 2.5740, grad_norm: 1.7162 2020-10-07 12:28:39,175 - mmaction - INFO - Epoch [178][560/999] lr: 1.303e-01, eta: 22:18:05, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4290, top5_acc: 0.6716, loss_cls: 2.6056, loss: 2.6056, grad_norm: 1.7212 2020-10-07 12:28:59,156 - mmaction - INFO - Epoch [178][580/999] lr: 1.303e-01, eta: 22:17:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4311, top5_acc: 0.6770, loss_cls: 2.5901, loss: 2.5901, grad_norm: 1.7328 2020-10-07 12:29:19,144 - mmaction - INFO - Epoch [178][600/999] lr: 1.303e-01, eta: 22:16:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4385, top5_acc: 0.6799, loss_cls: 2.5524, loss: 2.5524, grad_norm: 1.7110 2020-10-07 12:29:39,098 - mmaction - INFO - Epoch [178][620/999] lr: 1.303e-01, eta: 22:15:50, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4289, top5_acc: 0.6708, loss_cls: 2.5904, loss: 2.5904, grad_norm: 1.7175 2020-10-07 12:29:59,094 - mmaction - INFO - Epoch [178][640/999] lr: 1.303e-01, eta: 22:15:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4312, top5_acc: 0.6779, loss_cls: 2.5873, loss: 2.5873, grad_norm: 1.7286 2020-10-07 12:30:19,964 - mmaction - INFO - Epoch [178][660/999] lr: 1.303e-01, eta: 22:15:05, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.4266, top5_acc: 0.6714, loss_cls: 2.6129, loss: 2.6129, grad_norm: 1.7410 2020-10-07 12:30:39,915 - mmaction - INFO - Epoch [178][680/999] lr: 1.303e-01, eta: 22:14:20, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4312, top5_acc: 0.6736, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.7601 2020-10-07 12:30:59,861 - mmaction - INFO - Epoch [178][700/999] lr: 1.303e-01, eta: 22:13:36, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6785, loss_cls: 2.5921, loss: 2.5921, grad_norm: 1.7273 2020-10-07 12:31:19,815 - mmaction - INFO - Epoch [178][720/999] lr: 1.303e-01, eta: 22:12:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4189, top5_acc: 0.6595, loss_cls: 2.6699, loss: 2.6699, grad_norm: 1.7647 2020-10-07 12:31:39,778 - mmaction - INFO - Epoch [178][740/999] lr: 1.303e-01, eta: 22:12:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4298, top5_acc: 0.6743, loss_cls: 2.5887, loss: 2.5887, grad_norm: 1.7379 2020-10-07 12:31:59,702 - mmaction - INFO - Epoch [178][760/999] lr: 1.303e-01, eta: 22:11:27, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4432, top5_acc: 0.6730, loss_cls: 2.5535, loss: 2.5535, grad_norm: 1.7316 2020-10-07 12:32:19,629 - mmaction - INFO - Epoch [178][780/999] lr: 1.303e-01, eta: 22:10:43, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4241, top5_acc: 0.6715, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.7431 2020-10-07 12:32:39,545 - mmaction - INFO - Epoch [178][800/999] lr: 1.303e-01, eta: 22:10:00, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4193, top5_acc: 0.6638, loss_cls: 2.6322, loss: 2.6322, grad_norm: 1.7525 2020-10-07 12:32:59,532 - mmaction - INFO - Epoch [178][820/999] lr: 1.303e-01, eta: 22:09:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4237, top5_acc: 0.6725, loss_cls: 2.6111, loss: 2.6111, grad_norm: 1.7551 2020-10-07 12:33:19,485 - mmaction - INFO - Epoch [178][840/999] lr: 1.303e-01, eta: 22:08:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4268, top5_acc: 0.6812, loss_cls: 2.5851, loss: 2.5851, grad_norm: 1.7686 2020-10-07 12:33:39,448 - mmaction - INFO - Epoch [178][860/999] lr: 1.303e-01, eta: 22:08:00, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6750, loss_cls: 2.5898, loss: 2.5898, grad_norm: 1.7389 2020-10-07 12:33:59,376 - mmaction - INFO - Epoch [178][880/999] lr: 1.303e-01, eta: 22:07:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4217, top5_acc: 0.6685, loss_cls: 2.6297, loss: 2.6297, grad_norm: 1.7418 2020-10-07 12:34:19,331 - mmaction - INFO - Epoch [178][900/999] lr: 1.303e-01, eta: 22:06:42, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4375, top5_acc: 0.6695, loss_cls: 2.5783, loss: 2.5783, grad_norm: 1.7550 2020-10-07 12:34:39,229 - mmaction - INFO - Epoch [178][920/999] lr: 1.303e-01, eta: 22:06:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4158, top5_acc: 0.6642, loss_cls: 2.6649, loss: 2.6649, grad_norm: 1.7741 2020-10-07 12:34:59,142 - mmaction - INFO - Epoch [178][940/999] lr: 1.303e-01, eta: 22:05:20, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4370, top5_acc: 0.6757, loss_cls: 2.6089, loss: 2.6089, grad_norm: 1.7415 2020-10-07 12:35:18,991 - mmaction - INFO - Epoch [178][960/999] lr: 1.303e-01, eta: 22:04:37, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4255, top5_acc: 0.6737, loss_cls: 2.6330, loss: 2.6330, grad_norm: 1.7409 2020-10-07 12:35:39,051 - mmaction - INFO - Epoch [178][980/999] lr: 1.303e-01, eta: 22:04:05, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4316, top5_acc: 0.6815, loss_cls: 2.5615, loss: 2.5615, grad_norm: 1.7297 2020-10-07 12:36:48,522 - mmaction - INFO - Epoch [179][20/999] lr: 1.273e-01, eta: 22:10:18, time: 2.522, data_time: 1.478, memory: 8478, top1_acc: 0.4298, top5_acc: 0.6723, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.7636 2020-10-07 12:37:08,167 - mmaction - INFO - Epoch [179][40/999] lr: 1.273e-01, eta: 22:09:25, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6839, loss_cls: 2.5513, loss: 2.5513, grad_norm: 1.7358 2020-10-07 12:37:27,925 - mmaction - INFO - Epoch [179][60/999] lr: 1.273e-01, eta: 22:08:38, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4337, top5_acc: 0.6711, loss_cls: 2.5878, loss: 2.5878, grad_norm: 1.7296 2020-10-07 12:37:47,782 - mmaction - INFO - Epoch [179][80/999] lr: 1.273e-01, eta: 22:07:54, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4329, top5_acc: 0.6840, loss_cls: 2.5480, loss: 2.5480, grad_norm: 1.7402 2020-10-07 12:38:07,842 - mmaction - INFO - Epoch [179][100/999] lr: 1.273e-01, eta: 22:07:17, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4331, top5_acc: 0.6766, loss_cls: 2.5613, loss: 2.5613, grad_norm: 1.7218 2020-10-07 12:38:27,851 - mmaction - INFO - Epoch [179][120/999] lr: 1.273e-01, eta: 22:06:40, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4352, top5_acc: 0.6822, loss_cls: 2.5518, loss: 2.5518, grad_norm: 1.7186 2020-10-07 12:38:47,876 - mmaction - INFO - Epoch [179][140/999] lr: 1.273e-01, eta: 22:06:03, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4423, top5_acc: 0.6837, loss_cls: 2.5321, loss: 2.5321, grad_norm: 1.7169 2020-10-07 12:39:07,835 - mmaction - INFO - Epoch [179][160/999] lr: 1.273e-01, eta: 22:05:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4311, top5_acc: 0.6786, loss_cls: 2.5500, loss: 2.5500, grad_norm: 1.7297 2020-10-07 12:39:27,737 - mmaction - INFO - Epoch [179][180/999] lr: 1.273e-01, eta: 22:04:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4370, top5_acc: 0.6805, loss_cls: 2.5532, loss: 2.5532, grad_norm: 1.7693 2020-10-07 12:39:47,678 - mmaction - INFO - Epoch [179][200/999] lr: 1.273e-01, eta: 22:04:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4371, top5_acc: 0.6764, loss_cls: 2.5970, loss: 2.5970, grad_norm: 1.7502 2020-10-07 12:40:07,626 - mmaction - INFO - Epoch [179][220/999] lr: 1.273e-01, eta: 22:03:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4355, top5_acc: 0.6812, loss_cls: 2.5662, loss: 2.5662, grad_norm: 1.7570 2020-10-07 12:40:27,703 - mmaction - INFO - Epoch [179][240/999] lr: 1.273e-01, eta: 22:02:57, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4312, top5_acc: 0.6656, loss_cls: 2.6104, loss: 2.6104, grad_norm: 1.7554 2020-10-07 12:40:47,696 - mmaction - INFO - Epoch [179][260/999] lr: 1.273e-01, eta: 22:02:20, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4385, top5_acc: 0.6764, loss_cls: 2.5833, loss: 2.5833, grad_norm: 1.7331 2020-10-07 12:41:07,607 - mmaction - INFO - Epoch [179][280/999] lr: 1.273e-01, eta: 22:01:42, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4400, top5_acc: 0.6811, loss_cls: 2.5369, loss: 2.5369, grad_norm: 1.7281 2020-10-07 12:41:27,593 - mmaction - INFO - Epoch [179][300/999] lr: 1.273e-01, eta: 22:01:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4324, top5_acc: 0.6785, loss_cls: 2.5781, loss: 2.5781, grad_norm: 1.7520 2020-10-07 12:41:47,619 - mmaction - INFO - Epoch [179][320/999] lr: 1.273e-01, eta: 22:00:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4401, top5_acc: 0.6840, loss_cls: 2.5422, loss: 2.5422, grad_norm: 1.7293 2020-10-07 12:42:07,557 - mmaction - INFO - Epoch [179][340/999] lr: 1.273e-01, eta: 21:59:57, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4275, top5_acc: 0.6734, loss_cls: 2.6023, loss: 2.6023, grad_norm: 1.7293 2020-10-07 12:42:27,534 - mmaction - INFO - Epoch [179][360/999] lr: 1.273e-01, eta: 21:59:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4322, top5_acc: 0.6727, loss_cls: 2.5953, loss: 2.5953, grad_norm: 1.7343 2020-10-07 12:42:47,458 - mmaction - INFO - Epoch [179][380/999] lr: 1.273e-01, eta: 21:58:45, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4430, top5_acc: 0.6835, loss_cls: 2.5329, loss: 2.5329, grad_norm: 1.7168 2020-10-07 12:43:07,383 - mmaction - INFO - Epoch [179][400/999] lr: 1.273e-01, eta: 21:58:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5504, loss: 2.5504, grad_norm: 1.7323 2020-10-07 12:43:27,384 - mmaction - INFO - Epoch [179][420/999] lr: 1.273e-01, eta: 21:57:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4397, top5_acc: 0.6816, loss_cls: 2.5351, loss: 2.5351, grad_norm: 1.7353 2020-10-07 12:43:47,327 - mmaction - INFO - Epoch [179][440/999] lr: 1.273e-01, eta: 21:57:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4402, top5_acc: 0.6751, loss_cls: 2.5538, loss: 2.5538, grad_norm: 1.7521 2020-10-07 12:44:07,267 - mmaction - INFO - Epoch [179][460/999] lr: 1.273e-01, eta: 21:56:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6746, loss_cls: 2.6056, loss: 2.6056, grad_norm: 1.7639 2020-10-07 12:44:27,288 - mmaction - INFO - Epoch [179][480/999] lr: 1.273e-01, eta: 21:55:55, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4208, top5_acc: 0.6658, loss_cls: 2.6290, loss: 2.6290, grad_norm: 1.7478 2020-10-07 12:44:47,286 - mmaction - INFO - Epoch [179][500/999] lr: 1.273e-01, eta: 21:55:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4342, top5_acc: 0.6785, loss_cls: 2.5786, loss: 2.5786, grad_norm: 1.7520 2020-10-07 12:45:07,224 - mmaction - INFO - Epoch [179][520/999] lr: 1.273e-01, eta: 21:54:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4331, top5_acc: 0.6647, loss_cls: 2.5965, loss: 2.5965, grad_norm: 1.7760 2020-10-07 12:45:27,208 - mmaction - INFO - Epoch [179][540/999] lr: 1.273e-01, eta: 21:54:15, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.4260, top5_acc: 0.6729, loss_cls: 2.6036, loss: 2.6036, grad_norm: 1.7396 2020-10-07 12:45:47,280 - mmaction - INFO - Epoch [179][560/999] lr: 1.273e-01, eta: 21:53:45, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4314, top5_acc: 0.6772, loss_cls: 2.5969, loss: 2.5969, grad_norm: 1.7498 2020-10-07 12:46:07,284 - mmaction - INFO - Epoch [179][580/999] lr: 1.273e-01, eta: 21:53:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4393, top5_acc: 0.6753, loss_cls: 2.5920, loss: 2.5920, grad_norm: 1.7501 2020-10-07 12:46:27,287 - mmaction - INFO - Epoch [179][600/999] lr: 1.273e-01, eta: 21:52:42, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.4214, top5_acc: 0.6770, loss_cls: 2.6180, loss: 2.6180, grad_norm: 1.7634 2020-10-07 12:46:47,358 - mmaction - INFO - Epoch [179][620/999] lr: 1.273e-01, eta: 21:52:12, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4294, top5_acc: 0.6753, loss_cls: 2.5868, loss: 2.5868, grad_norm: 1.7511 2020-10-07 12:47:07,372 - mmaction - INFO - Epoch [179][640/999] lr: 1.273e-01, eta: 21:51:42, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4137, top5_acc: 0.6661, loss_cls: 2.6300, loss: 2.6300, grad_norm: 1.7658 2020-10-07 12:47:27,310 - mmaction - INFO - Epoch [179][660/999] lr: 1.273e-01, eta: 21:51:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4280, top5_acc: 0.6689, loss_cls: 2.5971, loss: 2.5971, grad_norm: 1.7437 2020-10-07 12:47:47,308 - mmaction - INFO - Epoch [179][680/999] lr: 1.273e-01, eta: 21:50:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4177, top5_acc: 0.6624, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.7429 2020-10-07 12:48:07,420 - mmaction - INFO - Epoch [179][700/999] lr: 1.273e-01, eta: 21:50:11, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.4322, top5_acc: 0.6820, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.7182 2020-10-07 12:48:27,446 - mmaction - INFO - Epoch [179][720/999] lr: 1.273e-01, eta: 21:49:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4279, top5_acc: 0.6651, loss_cls: 2.6375, loss: 2.6375, grad_norm: 1.7629 2020-10-07 12:48:47,508 - mmaction - INFO - Epoch [179][740/999] lr: 1.273e-01, eta: 21:49:12, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4276, top5_acc: 0.6742, loss_cls: 2.6058, loss: 2.6058, grad_norm: 1.7674 2020-10-07 12:49:07,494 - mmaction - INFO - Epoch [179][760/999] lr: 1.273e-01, eta: 21:48:41, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4214, top5_acc: 0.6634, loss_cls: 2.6238, loss: 2.6238, grad_norm: 1.7461 2020-10-07 12:49:27,533 - mmaction - INFO - Epoch [179][780/999] lr: 1.273e-01, eta: 21:48:12, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6780, loss_cls: 2.5730, loss: 2.5730, grad_norm: 1.7480 2020-10-07 12:49:47,567 - mmaction - INFO - Epoch [179][800/999] lr: 1.273e-01, eta: 21:47:44, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4237, top5_acc: 0.6708, loss_cls: 2.6213, loss: 2.6213, grad_norm: 1.7605 2020-10-07 12:50:07,699 - mmaction - INFO - Epoch [179][820/999] lr: 1.273e-01, eta: 21:47:17, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.4172, top5_acc: 0.6634, loss_cls: 2.6459, loss: 2.6459, grad_norm: 1.7534 2020-10-07 12:50:27,696 - mmaction - INFO - Epoch [179][840/999] lr: 1.273e-01, eta: 21:46:47, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6737, loss_cls: 2.6058, loss: 2.6058, grad_norm: 1.7237 2020-10-07 12:50:47,752 - mmaction - INFO - Epoch [179][860/999] lr: 1.273e-01, eta: 21:46:19, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4383, top5_acc: 0.6725, loss_cls: 2.5838, loss: 2.5838, grad_norm: 1.7565 2020-10-07 12:51:07,705 - mmaction - INFO - Epoch [179][880/999] lr: 1.273e-01, eta: 21:45:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4199, top5_acc: 0.6690, loss_cls: 2.6245, loss: 2.6245, grad_norm: 1.7689 2020-10-07 12:51:27,667 - mmaction - INFO - Epoch [179][900/999] lr: 1.273e-01, eta: 21:45:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4302, top5_acc: 0.6850, loss_cls: 2.5284, loss: 2.5284, grad_norm: 1.7596 2020-10-07 12:51:47,671 - mmaction - INFO - Epoch [179][920/999] lr: 1.273e-01, eta: 21:44:48, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4202, top5_acc: 0.6630, loss_cls: 2.6474, loss: 2.6474, grad_norm: 1.7728 2020-10-07 12:52:07,624 - mmaction - INFO - Epoch [179][940/999] lr: 1.273e-01, eta: 21:44:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4279, top5_acc: 0.6676, loss_cls: 2.6042, loss: 2.6042, grad_norm: 1.7761 2020-10-07 12:52:27,611 - mmaction - INFO - Epoch [179][960/999] lr: 1.273e-01, eta: 21:43:48, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4353, top5_acc: 0.6824, loss_cls: 2.5514, loss: 2.5514, grad_norm: 1.7721 2020-10-07 12:52:47,564 - mmaction - INFO - Epoch [179][980/999] lr: 1.273e-01, eta: 21:43:19, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4155, top5_acc: 0.6712, loss_cls: 2.6275, loss: 2.6275, grad_norm: 1.7420 2020-10-07 12:53:56,138 - mmaction - INFO - Epoch [180][20/999] lr: 1.243e-01, eta: 21:46:51, time: 2.476, data_time: 1.453, memory: 8478, top1_acc: 0.4456, top5_acc: 0.6759, loss_cls: 2.5471, loss: 2.5471, grad_norm: 1.7445 2020-10-07 12:54:15,856 - mmaction - INFO - Epoch [180][40/999] lr: 1.243e-01, eta: 21:46:14, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6837, loss_cls: 2.5225, loss: 2.5225, grad_norm: 1.7030 2020-10-07 12:54:35,701 - mmaction - INFO - Epoch [180][60/999] lr: 1.243e-01, eta: 21:45:40, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4382, top5_acc: 0.6786, loss_cls: 2.5319, loss: 2.5319, grad_norm: 1.7494 2020-10-07 12:54:55,628 - mmaction - INFO - Epoch [180][80/999] lr: 1.243e-01, eta: 21:45:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4419, top5_acc: 0.6810, loss_cls: 2.5514, loss: 2.5514, grad_norm: 1.7421 2020-10-07 12:55:15,579 - mmaction - INFO - Epoch [180][100/999] lr: 1.243e-01, eta: 21:44:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4451, top5_acc: 0.6798, loss_cls: 2.5389, loss: 2.5389, grad_norm: 1.7443 2020-10-07 12:55:35,612 - mmaction - INFO - Epoch [180][120/999] lr: 1.243e-01, eta: 21:44:09, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4370, top5_acc: 0.6750, loss_cls: 2.5541, loss: 2.5541, grad_norm: 1.7495 2020-10-07 12:55:55,629 - mmaction - INFO - Epoch [180][140/999] lr: 1.243e-01, eta: 21:43:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4434, top5_acc: 0.6859, loss_cls: 2.5381, loss: 2.5381, grad_norm: 1.7633 2020-10-07 12:56:15,577 - mmaction - INFO - Epoch [180][160/999] lr: 1.243e-01, eta: 21:43:09, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4365, top5_acc: 0.6663, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.7644 2020-10-07 12:56:35,624 - mmaction - INFO - Epoch [180][180/999] lr: 1.243e-01, eta: 21:42:40, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4288, top5_acc: 0.6736, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.7625 2020-10-07 12:56:55,640 - mmaction - INFO - Epoch [180][200/999] lr: 1.243e-01, eta: 21:42:11, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4314, top5_acc: 0.6695, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.7601 2020-10-07 12:57:15,651 - mmaction - INFO - Epoch [180][220/999] lr: 1.243e-01, eta: 21:41:43, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.5402, loss: 2.5402, grad_norm: 1.7429 2020-10-07 12:57:35,768 - mmaction - INFO - Epoch [180][240/999] lr: 1.243e-01, eta: 21:41:16, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4345, top5_acc: 0.6811, loss_cls: 2.5431, loss: 2.5431, grad_norm: 1.7534 2020-10-07 12:57:55,724 - mmaction - INFO - Epoch [180][260/999] lr: 1.243e-01, eta: 21:40:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6770, loss_cls: 2.5767, loss: 2.5767, grad_norm: 1.7638 2020-10-07 12:58:15,709 - mmaction - INFO - Epoch [180][280/999] lr: 1.243e-01, eta: 21:40:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4290, top5_acc: 0.6785, loss_cls: 2.5772, loss: 2.5772, grad_norm: 1.7487 2020-10-07 12:58:35,747 - mmaction - INFO - Epoch [180][300/999] lr: 1.243e-01, eta: 21:39:50, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4320, top5_acc: 0.6742, loss_cls: 2.5740, loss: 2.5740, grad_norm: 1.7923 2020-10-07 12:58:55,672 - mmaction - INFO - Epoch [180][320/999] lr: 1.243e-01, eta: 21:39:19, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4392, top5_acc: 0.6801, loss_cls: 2.5639, loss: 2.5639, grad_norm: 1.7564 2020-10-07 12:59:15,660 - mmaction - INFO - Epoch [180][340/999] lr: 1.243e-01, eta: 21:38:50, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.4280, top5_acc: 0.6704, loss_cls: 2.6015, loss: 2.6015, grad_norm: 1.7619 2020-10-07 12:59:35,723 - mmaction - INFO - Epoch [180][360/999] lr: 1.243e-01, eta: 21:38:24, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4324, top5_acc: 0.6760, loss_cls: 2.5811, loss: 2.5811, grad_norm: 1.7610 2020-10-07 12:59:55,676 - mmaction - INFO - Epoch [180][380/999] lr: 1.243e-01, eta: 21:37:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4400, top5_acc: 0.6797, loss_cls: 2.5635, loss: 2.5635, grad_norm: 1.7658 2020-10-07 13:00:18,032 - mmaction - INFO - Epoch [180][400/999] lr: 1.243e-01, eta: 21:38:18, time: 1.117, data_time: 0.003, memory: 8478, top1_acc: 0.4243, top5_acc: 0.6757, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.7769 2020-10-07 13:00:38,084 - mmaction - INFO - Epoch [180][420/999] lr: 1.243e-01, eta: 21:37:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4462, top5_acc: 0.6777, loss_cls: 2.5370, loss: 2.5370, grad_norm: 1.7402 2020-10-07 13:00:58,054 - mmaction - INFO - Epoch [180][440/999] lr: 1.243e-01, eta: 21:37:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4224, top5_acc: 0.6681, loss_cls: 2.6168, loss: 2.6168, grad_norm: 1.7743 2020-10-07 13:01:18,064 - mmaction - INFO - Epoch [180][460/999] lr: 1.243e-01, eta: 21:36:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4298, top5_acc: 0.6717, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.7701 2020-10-07 13:01:38,108 - mmaction - INFO - Epoch [180][480/999] lr: 1.243e-01, eta: 21:36:28, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6747, loss_cls: 2.5818, loss: 2.5818, grad_norm: 1.7718 2020-10-07 13:01:58,070 - mmaction - INFO - Epoch [180][500/999] lr: 1.243e-01, eta: 21:35:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4318, top5_acc: 0.6779, loss_cls: 2.5588, loss: 2.5588, grad_norm: 1.7746 2020-10-07 13:02:18,042 - mmaction - INFO - Epoch [180][520/999] lr: 1.243e-01, eta: 21:35:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4217, top5_acc: 0.6737, loss_cls: 2.6117, loss: 2.6117, grad_norm: 1.7695 2020-10-07 13:02:38,017 - mmaction - INFO - Epoch [180][540/999] lr: 1.243e-01, eta: 21:35:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4395, top5_acc: 0.6797, loss_cls: 2.5528, loss: 2.5528, grad_norm: 1.7719 2020-10-07 13:02:58,143 - mmaction - INFO - Epoch [180][560/999] lr: 1.243e-01, eta: 21:34:36, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4312, top5_acc: 0.6845, loss_cls: 2.5458, loss: 2.5458, grad_norm: 1.7466 2020-10-07 13:03:18,024 - mmaction - INFO - Epoch [180][580/999] lr: 1.243e-01, eta: 21:34:06, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.4376, top5_acc: 0.6768, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.7742 2020-10-07 13:03:38,103 - mmaction - INFO - Epoch [180][600/999] lr: 1.243e-01, eta: 21:33:40, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.4250, top5_acc: 0.6626, loss_cls: 2.6307, loss: 2.6307, grad_norm: 1.7731 2020-10-07 13:03:58,132 - mmaction - INFO - Epoch [180][620/999] lr: 1.243e-01, eta: 21:33:13, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4409, top5_acc: 0.6887, loss_cls: 2.5042, loss: 2.5042, grad_norm: 1.7385 2020-10-07 13:04:18,234 - mmaction - INFO - Epoch [180][640/999] lr: 1.243e-01, eta: 21:32:48, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4251, top5_acc: 0.6674, loss_cls: 2.6291, loss: 2.6291, grad_norm: 1.7681 2020-10-07 13:04:38,202 - mmaction - INFO - Epoch [180][660/999] lr: 1.243e-01, eta: 21:32:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4281, top5_acc: 0.6693, loss_cls: 2.5833, loss: 2.5833, grad_norm: 1.7815 2020-10-07 13:04:58,299 - mmaction - INFO - Epoch [180][680/999] lr: 1.243e-01, eta: 21:31:54, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4301, top5_acc: 0.6697, loss_cls: 2.6057, loss: 2.6057, grad_norm: 1.7732 2020-10-07 13:05:18,221 - mmaction - INFO - Epoch [180][700/999] lr: 1.243e-01, eta: 21:31:26, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6818, loss_cls: 2.5780, loss: 2.5780, grad_norm: 1.7885 2020-10-07 13:05:38,210 - mmaction - INFO - Epoch [180][720/999] lr: 1.243e-01, eta: 21:30:59, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4279, top5_acc: 0.6712, loss_cls: 2.6144, loss: 2.6144, grad_norm: 1.7767 2020-10-07 13:05:58,306 - mmaction - INFO - Epoch [180][740/999] lr: 1.243e-01, eta: 21:30:34, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5575, loss: 2.5575, grad_norm: 1.7706 2020-10-07 13:06:18,289 - mmaction - INFO - Epoch [180][760/999] lr: 1.243e-01, eta: 21:30:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4290, top5_acc: 0.6719, loss_cls: 2.5810, loss: 2.5810, grad_norm: 1.7862 2020-10-07 13:06:38,289 - mmaction - INFO - Epoch [180][780/999] lr: 1.243e-01, eta: 21:29:39, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4286, top5_acc: 0.6691, loss_cls: 2.5965, loss: 2.5965, grad_norm: 1.7613 2020-10-07 13:06:58,294 - mmaction - INFO - Epoch [180][800/999] lr: 1.243e-01, eta: 21:29:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4424, top5_acc: 0.6845, loss_cls: 2.5348, loss: 2.5348, grad_norm: 1.7411 2020-10-07 13:07:18,231 - mmaction - INFO - Epoch [180][820/999] lr: 1.243e-01, eta: 21:28:45, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4214, top5_acc: 0.6658, loss_cls: 2.6223, loss: 2.6223, grad_norm: 1.7926 2020-10-07 13:07:38,262 - mmaction - INFO - Epoch [180][840/999] lr: 1.243e-01, eta: 21:28:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6695, loss_cls: 2.6161, loss: 2.6161, grad_norm: 1.7717 2020-10-07 13:07:58,213 - mmaction - INFO - Epoch [180][860/999] lr: 1.243e-01, eta: 21:27:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4410, top5_acc: 0.6743, loss_cls: 2.5881, loss: 2.5881, grad_norm: 1.7446 2020-10-07 13:08:18,236 - mmaction - INFO - Epoch [180][880/999] lr: 1.243e-01, eta: 21:27:25, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4401, top5_acc: 0.6691, loss_cls: 2.5760, loss: 2.5760, grad_norm: 1.7536 2020-10-07 13:08:38,322 - mmaction - INFO - Epoch [180][900/999] lr: 1.243e-01, eta: 21:27:00, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4346, top5_acc: 0.6790, loss_cls: 2.5674, loss: 2.5674, grad_norm: 1.7477 2020-10-07 13:08:58,234 - mmaction - INFO - Epoch [180][920/999] lr: 1.243e-01, eta: 21:26:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4316, top5_acc: 0.6757, loss_cls: 2.5828, loss: 2.5828, grad_norm: 1.7733 2020-10-07 13:09:18,336 - mmaction - INFO - Epoch [180][940/999] lr: 1.243e-01, eta: 21:26:07, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4297, top5_acc: 0.6754, loss_cls: 2.6053, loss: 2.6053, grad_norm: 1.7608 2020-10-07 13:09:38,220 - mmaction - INFO - Epoch [180][960/999] lr: 1.243e-01, eta: 21:25:39, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4346, top5_acc: 0.6820, loss_cls: 2.5734, loss: 2.5734, grad_norm: 1.7766 2020-10-07 13:09:58,291 - mmaction - INFO - Epoch [180][980/999] lr: 1.243e-01, eta: 21:25:14, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4363, top5_acc: 0.6820, loss_cls: 2.5350, loss: 2.5350, grad_norm: 1.7596 2020-10-07 13:11:10,446 - mmaction - INFO - Epoch [181][20/999] lr: 1.213e-01, eta: 21:28:19, time: 2.574, data_time: 1.578, memory: 8478, top1_acc: 0.4284, top5_acc: 0.6708, loss_cls: 2.6147, loss: 2.6147, grad_norm: 1.7483 2020-10-07 13:11:30,133 - mmaction - INFO - Epoch [181][40/999] lr: 1.213e-01, eta: 21:27:46, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.4392, top5_acc: 0.6863, loss_cls: 2.5325, loss: 2.5325, grad_norm: 1.7466 2020-10-07 13:11:49,947 - mmaction - INFO - Epoch [181][60/999] lr: 1.213e-01, eta: 21:27:15, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.4388, top5_acc: 0.6866, loss_cls: 2.5269, loss: 2.5269, grad_norm: 1.7733 2020-10-07 13:12:09,844 - mmaction - INFO - Epoch [181][80/999] lr: 1.213e-01, eta: 21:26:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4449, top5_acc: 0.6792, loss_cls: 2.5561, loss: 2.5561, grad_norm: 1.7554 2020-10-07 13:12:30,014 - mmaction - INFO - Epoch [181][100/999] lr: 1.213e-01, eta: 21:26:23, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4393, top5_acc: 0.6818, loss_cls: 2.5597, loss: 2.5597, grad_norm: 1.7517 2020-10-07 13:12:50,096 - mmaction - INFO - Epoch [181][120/999] lr: 1.213e-01, eta: 21:25:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4391, top5_acc: 0.6876, loss_cls: 2.5248, loss: 2.5248, grad_norm: 1.7495 2020-10-07 13:13:10,169 - mmaction - INFO - Epoch [181][140/999] lr: 1.213e-01, eta: 21:25:31, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4363, top5_acc: 0.6837, loss_cls: 2.5602, loss: 2.5602, grad_norm: 1.7907 2020-10-07 13:13:30,188 - mmaction - INFO - Epoch [181][160/999] lr: 1.213e-01, eta: 21:25:05, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4444, top5_acc: 0.6803, loss_cls: 2.5424, loss: 2.5424, grad_norm: 1.7502 2020-10-07 13:13:50,224 - mmaction - INFO - Epoch [181][180/999] lr: 1.213e-01, eta: 21:24:39, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6827, loss_cls: 2.5502, loss: 2.5502, grad_norm: 1.7585 2020-10-07 13:14:10,277 - mmaction - INFO - Epoch [181][200/999] lr: 1.213e-01, eta: 21:24:13, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4366, top5_acc: 0.6788, loss_cls: 2.5545, loss: 2.5545, grad_norm: 1.7774 2020-10-07 13:14:30,376 - mmaction - INFO - Epoch [181][220/999] lr: 1.213e-01, eta: 21:23:48, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4404, top5_acc: 0.6853, loss_cls: 2.5320, loss: 2.5320, grad_norm: 1.7738 2020-10-07 13:14:50,353 - mmaction - INFO - Epoch [181][240/999] lr: 1.213e-01, eta: 21:23:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4397, top5_acc: 0.6805, loss_cls: 2.5491, loss: 2.5491, grad_norm: 1.8064 2020-10-07 13:15:10,463 - mmaction - INFO - Epoch [181][260/999] lr: 1.213e-01, eta: 21:22:56, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4411, top5_acc: 0.6836, loss_cls: 2.5544, loss: 2.5544, grad_norm: 1.7694 2020-10-07 13:15:30,495 - mmaction - INFO - Epoch [181][280/999] lr: 1.213e-01, eta: 21:22:31, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4405, top5_acc: 0.6826, loss_cls: 2.5332, loss: 2.5332, grad_norm: 1.7962 2020-10-07 13:15:50,568 - mmaction - INFO - Epoch [181][300/999] lr: 1.213e-01, eta: 21:22:06, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4378, top5_acc: 0.6793, loss_cls: 2.5872, loss: 2.5872, grad_norm: 1.7991 2020-10-07 13:16:10,547 - mmaction - INFO - Epoch [181][320/999] lr: 1.213e-01, eta: 21:21:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4340, top5_acc: 0.6803, loss_cls: 2.5649, loss: 2.5649, grad_norm: 1.7686 2020-10-07 13:16:30,494 - mmaction - INFO - Epoch [181][340/999] lr: 1.213e-01, eta: 21:21:11, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4439, top5_acc: 0.6783, loss_cls: 2.5325, loss: 2.5325, grad_norm: 1.7483 2020-10-07 13:16:50,555 - mmaction - INFO - Epoch [181][360/999] lr: 1.213e-01, eta: 21:20:46, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4393, top5_acc: 0.6809, loss_cls: 2.5577, loss: 2.5577, grad_norm: 1.7775 2020-10-07 13:17:10,728 - mmaction - INFO - Epoch [181][380/999] lr: 1.213e-01, eta: 21:20:23, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.4311, top5_acc: 0.6770, loss_cls: 2.5780, loss: 2.5780, grad_norm: 1.7840 2020-10-07 13:17:30,812 - mmaction - INFO - Epoch [181][400/999] lr: 1.213e-01, eta: 21:19:58, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4355, top5_acc: 0.6842, loss_cls: 2.5547, loss: 2.5547, grad_norm: 1.7697 2020-10-07 13:17:50,923 - mmaction - INFO - Epoch [181][420/999] lr: 1.213e-01, eta: 21:19:34, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4267, top5_acc: 0.6703, loss_cls: 2.6181, loss: 2.6181, grad_norm: 1.7714 2020-10-07 13:18:10,817 - mmaction - INFO - Epoch [181][440/999] lr: 1.213e-01, eta: 21:19:06, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4396, top5_acc: 0.6814, loss_cls: 2.5455, loss: 2.5455, grad_norm: 1.7833 2020-10-07 13:18:30,843 - mmaction - INFO - Epoch [181][460/999] lr: 1.213e-01, eta: 21:18:41, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4329, top5_acc: 0.6815, loss_cls: 2.5691, loss: 2.5691, grad_norm: 1.7754 2020-10-07 13:18:50,953 - mmaction - INFO - Epoch [181][480/999] lr: 1.213e-01, eta: 21:18:17, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4445, top5_acc: 0.6826, loss_cls: 2.5241, loss: 2.5241, grad_norm: 1.7982 2020-10-07 13:19:10,978 - mmaction - INFO - Epoch [181][500/999] lr: 1.213e-01, eta: 21:17:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4331, top5_acc: 0.6750, loss_cls: 2.5761, loss: 2.5761, grad_norm: 1.7726 2020-10-07 13:19:30,988 - mmaction - INFO - Epoch [181][520/999] lr: 1.213e-01, eta: 21:17:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6927, loss_cls: 2.5243, loss: 2.5243, grad_norm: 1.7598 2020-10-07 13:19:50,947 - mmaction - INFO - Epoch [181][540/999] lr: 1.213e-01, eta: 21:16:59, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4391, top5_acc: 0.6798, loss_cls: 2.5492, loss: 2.5492, grad_norm: 1.7591 2020-10-07 13:20:10,933 - mmaction - INFO - Epoch [181][560/999] lr: 1.213e-01, eta: 21:16:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4323, top5_acc: 0.6711, loss_cls: 2.6113, loss: 2.6113, grad_norm: 1.7688 2020-10-07 13:20:30,912 - mmaction - INFO - Epoch [181][580/999] lr: 1.213e-01, eta: 21:16:07, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4340, top5_acc: 0.6766, loss_cls: 2.5634, loss: 2.5634, grad_norm: 1.7413 2020-10-07 13:20:50,910 - mmaction - INFO - Epoch [181][600/999] lr: 1.213e-01, eta: 21:15:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4447, top5_acc: 0.6783, loss_cls: 2.5519, loss: 2.5519, grad_norm: 1.7648 2020-10-07 13:21:10,965 - mmaction - INFO - Epoch [181][620/999] lr: 1.213e-01, eta: 21:15:16, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4423, top5_acc: 0.6823, loss_cls: 2.5396, loss: 2.5396, grad_norm: 1.7598 2020-10-07 13:21:31,084 - mmaction - INFO - Epoch [181][640/999] lr: 1.213e-01, eta: 21:14:53, time: 1.007, data_time: 0.004, memory: 8478, top1_acc: 0.4320, top5_acc: 0.6783, loss_cls: 2.5690, loss: 2.5690, grad_norm: 1.8152 2020-10-07 13:21:51,081 - mmaction - INFO - Epoch [181][660/999] lr: 1.213e-01, eta: 21:14:27, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4320, top5_acc: 0.6740, loss_cls: 2.5859, loss: 2.5859, grad_norm: 1.7832 2020-10-07 13:22:11,057 - mmaction - INFO - Epoch [181][680/999] lr: 1.213e-01, eta: 21:14:02, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4232, top5_acc: 0.6760, loss_cls: 2.5816, loss: 2.5816, grad_norm: 1.7838 2020-10-07 13:22:30,972 - mmaction - INFO - Epoch [181][700/999] lr: 1.213e-01, eta: 21:13:35, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4328, top5_acc: 0.6794, loss_cls: 2.5605, loss: 2.5605, grad_norm: 1.7894 2020-10-07 13:22:51,016 - mmaction - INFO - Epoch [181][720/999] lr: 1.213e-01, eta: 21:13:10, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4283, top5_acc: 0.6789, loss_cls: 2.5669, loss: 2.5669, grad_norm: 1.7894 2020-10-07 13:23:11,013 - mmaction - INFO - Epoch [181][740/999] lr: 1.213e-01, eta: 21:12:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4361, top5_acc: 0.6810, loss_cls: 2.5572, loss: 2.5572, grad_norm: 1.7625 2020-10-07 13:23:30,963 - mmaction - INFO - Epoch [181][760/999] lr: 1.213e-01, eta: 21:12:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4395, top5_acc: 0.6832, loss_cls: 2.5561, loss: 2.5561, grad_norm: 1.7834 2020-10-07 13:23:51,017 - mmaction - INFO - Epoch [181][780/999] lr: 1.213e-01, eta: 21:11:54, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4270, top5_acc: 0.6766, loss_cls: 2.5795, loss: 2.5795, grad_norm: 1.7804 2020-10-07 13:24:10,925 - mmaction - INFO - Epoch [181][800/999] lr: 1.213e-01, eta: 21:11:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4501, top5_acc: 0.6863, loss_cls: 2.5129, loss: 2.5129, grad_norm: 1.7728 2020-10-07 13:24:30,965 - mmaction - INFO - Epoch [181][820/999] lr: 1.213e-01, eta: 21:11:03, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4272, top5_acc: 0.6764, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.8044 2020-10-07 13:24:50,973 - mmaction - INFO - Epoch [181][840/999] lr: 1.213e-01, eta: 21:10:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4414, top5_acc: 0.6807, loss_cls: 2.5707, loss: 2.5707, grad_norm: 1.7739 2020-10-07 13:25:10,923 - mmaction - INFO - Epoch [181][860/999] lr: 1.213e-01, eta: 21:10:12, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4263, top5_acc: 0.6728, loss_cls: 2.5981, loss: 2.5981, grad_norm: 1.8008 2020-10-07 13:25:30,966 - mmaction - INFO - Epoch [181][880/999] lr: 1.213e-01, eta: 21:09:48, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4210, top5_acc: 0.6665, loss_cls: 2.6315, loss: 2.6315, grad_norm: 1.7615 2020-10-07 13:25:50,997 - mmaction - INFO - Epoch [181][900/999] lr: 1.213e-01, eta: 21:09:24, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6762, loss_cls: 2.5555, loss: 2.5555, grad_norm: 1.7587 2020-10-07 13:26:10,944 - mmaction - INFO - Epoch [181][920/999] lr: 1.213e-01, eta: 21:08:58, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4345, top5_acc: 0.6742, loss_cls: 2.5820, loss: 2.5820, grad_norm: 1.7554 2020-10-07 13:26:30,878 - mmaction - INFO - Epoch [181][940/999] lr: 1.213e-01, eta: 21:08:32, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4363, top5_acc: 0.6716, loss_cls: 2.5603, loss: 2.5603, grad_norm: 1.7823 2020-10-07 13:26:50,854 - mmaction - INFO - Epoch [181][960/999] lr: 1.213e-01, eta: 21:08:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4402, top5_acc: 0.6854, loss_cls: 2.5192, loss: 2.5192, grad_norm: 1.7736 2020-10-07 13:27:10,842 - mmaction - INFO - Epoch [181][980/999] lr: 1.213e-01, eta: 21:07:42, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4299, top5_acc: 0.6719, loss_cls: 2.6153, loss: 2.6153, grad_norm: 1.8079 2020-10-07 13:28:19,429 - mmaction - INFO - Epoch [182][20/999] lr: 1.183e-01, eta: 21:09:31, time: 2.478, data_time: 1.463, memory: 8478, top1_acc: 0.4326, top5_acc: 0.6802, loss_cls: 2.5615, loss: 2.5615, grad_norm: 1.8041 2020-10-07 13:28:39,122 - mmaction - INFO - Epoch [182][40/999] lr: 1.183e-01, eta: 21:09:01, time: 0.985, data_time: 0.004, memory: 8478, top1_acc: 0.4451, top5_acc: 0.6824, loss_cls: 2.5484, loss: 2.5484, grad_norm: 1.7732 2020-10-07 13:28:58,948 - mmaction - INFO - Epoch [182][60/999] lr: 1.183e-01, eta: 21:08:34, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4457, top5_acc: 0.6846, loss_cls: 2.5273, loss: 2.5273, grad_norm: 1.7848 2020-10-07 13:29:18,887 - mmaction - INFO - Epoch [182][80/999] lr: 1.183e-01, eta: 21:08:07, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4362, top5_acc: 0.6766, loss_cls: 2.5520, loss: 2.5520, grad_norm: 1.8051 2020-10-07 13:29:38,871 - mmaction - INFO - Epoch [182][100/999] lr: 1.183e-01, eta: 21:07:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4376, top5_acc: 0.6861, loss_cls: 2.5301, loss: 2.5301, grad_norm: 1.7647 2020-10-07 13:29:58,895 - mmaction - INFO - Epoch [182][120/999] lr: 1.183e-01, eta: 21:07:17, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4440, top5_acc: 0.6829, loss_cls: 2.5305, loss: 2.5305, grad_norm: 1.7972 2020-10-07 13:30:19,753 - mmaction - INFO - Epoch [182][140/999] lr: 1.183e-01, eta: 21:07:04, time: 1.044, data_time: 0.003, memory: 8478, top1_acc: 0.4374, top5_acc: 0.6753, loss_cls: 2.5635, loss: 2.5635, grad_norm: 1.8028 2020-10-07 13:30:39,735 - mmaction - INFO - Epoch [182][160/999] lr: 1.183e-01, eta: 21:06:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4387, top5_acc: 0.6754, loss_cls: 2.5611, loss: 2.5611, grad_norm: 1.7911 2020-10-07 13:30:59,755 - mmaction - INFO - Epoch [182][180/999] lr: 1.183e-01, eta: 21:06:14, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4357, top5_acc: 0.6837, loss_cls: 2.5427, loss: 2.5427, grad_norm: 1.8006 2020-10-07 13:31:19,963 - mmaction - INFO - Epoch [182][200/999] lr: 1.183e-01, eta: 21:05:52, time: 1.011, data_time: 0.003, memory: 8478, top1_acc: 0.4417, top5_acc: 0.6721, loss_cls: 2.5697, loss: 2.5697, grad_norm: 1.7852 2020-10-07 13:31:40,066 - mmaction - INFO - Epoch [182][220/999] lr: 1.183e-01, eta: 21:05:29, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4555, top5_acc: 0.6861, loss_cls: 2.4973, loss: 2.4973, grad_norm: 1.7516 2020-10-07 13:32:00,136 - mmaction - INFO - Epoch [182][240/999] lr: 1.183e-01, eta: 21:05:05, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4423, top5_acc: 0.6773, loss_cls: 2.5618, loss: 2.5618, grad_norm: 1.7881 2020-10-07 13:32:20,228 - mmaction - INFO - Epoch [182][260/999] lr: 1.183e-01, eta: 21:04:41, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4352, top5_acc: 0.6807, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.8047 2020-10-07 13:32:40,257 - mmaction - INFO - Epoch [182][280/999] lr: 1.183e-01, eta: 21:04:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4365, top5_acc: 0.6807, loss_cls: 2.5604, loss: 2.5604, grad_norm: 1.7838 2020-10-07 13:33:00,228 - mmaction - INFO - Epoch [182][300/999] lr: 1.183e-01, eta: 21:03:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4368, top5_acc: 0.6762, loss_cls: 2.5687, loss: 2.5687, grad_norm: 1.7902 2020-10-07 13:33:20,231 - mmaction - INFO - Epoch [182][320/999] lr: 1.183e-01, eta: 21:03:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4411, top5_acc: 0.6850, loss_cls: 2.5236, loss: 2.5236, grad_norm: 1.7829 2020-10-07 13:33:40,274 - mmaction - INFO - Epoch [182][340/999] lr: 1.183e-01, eta: 21:03:02, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6776, loss_cls: 2.5617, loss: 2.5617, grad_norm: 1.8001 2020-10-07 13:34:00,175 - mmaction - INFO - Epoch [182][360/999] lr: 1.183e-01, eta: 21:02:36, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4348, top5_acc: 0.6797, loss_cls: 2.5617, loss: 2.5617, grad_norm: 1.7988 2020-10-07 13:34:20,109 - mmaction - INFO - Epoch [182][380/999] lr: 1.183e-01, eta: 21:02:10, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4286, top5_acc: 0.6736, loss_cls: 2.6020, loss: 2.6020, grad_norm: 1.7770 2020-10-07 13:34:40,157 - mmaction - INFO - Epoch [182][400/999] lr: 1.183e-01, eta: 21:01:46, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4345, top5_acc: 0.6768, loss_cls: 2.5906, loss: 2.5906, grad_norm: 1.8318 2020-10-07 13:35:00,165 - mmaction - INFO - Epoch [182][420/999] lr: 1.183e-01, eta: 21:01:22, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4328, top5_acc: 0.6810, loss_cls: 2.5494, loss: 2.5494, grad_norm: 1.7745 2020-10-07 13:35:20,118 - mmaction - INFO - Epoch [182][440/999] lr: 1.183e-01, eta: 21:00:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6790, loss_cls: 2.5768, loss: 2.5768, grad_norm: 1.7922 2020-10-07 13:35:40,204 - mmaction - INFO - Epoch [182][460/999] lr: 1.183e-01, eta: 21:00:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4264, top5_acc: 0.6684, loss_cls: 2.6299, loss: 2.6299, grad_norm: 1.8048 2020-10-07 13:36:00,070 - mmaction - INFO - Epoch [182][480/999] lr: 1.183e-01, eta: 21:00:07, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4337, top5_acc: 0.6772, loss_cls: 2.5393, loss: 2.5393, grad_norm: 1.7854 2020-10-07 13:36:20,047 - mmaction - INFO - Epoch [182][500/999] lr: 1.183e-01, eta: 20:59:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4333, top5_acc: 0.6790, loss_cls: 2.5737, loss: 2.5737, grad_norm: 1.8047 2020-10-07 13:36:40,127 - mmaction - INFO - Epoch [182][520/999] lr: 1.183e-01, eta: 20:59:18, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6810, loss_cls: 2.5277, loss: 2.5277, grad_norm: 1.8106 2020-10-07 13:37:00,194 - mmaction - INFO - Epoch [182][540/999] lr: 1.183e-01, eta: 20:58:55, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4368, top5_acc: 0.6876, loss_cls: 2.5437, loss: 2.5437, grad_norm: 1.7850 2020-10-07 13:37:20,252 - mmaction - INFO - Epoch [182][560/999] lr: 1.183e-01, eta: 20:58:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4436, top5_acc: 0.6816, loss_cls: 2.5578, loss: 2.5578, grad_norm: 1.8195 2020-10-07 13:37:40,200 - mmaction - INFO - Epoch [182][580/999] lr: 1.183e-01, eta: 20:58:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4350, top5_acc: 0.6866, loss_cls: 2.5318, loss: 2.5318, grad_norm: 1.8008 2020-10-07 13:38:00,303 - mmaction - INFO - Epoch [182][600/999] lr: 1.183e-01, eta: 20:57:43, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4288, top5_acc: 0.6717, loss_cls: 2.6065, loss: 2.6065, grad_norm: 1.7986 2020-10-07 13:38:20,387 - mmaction - INFO - Epoch [182][620/999] lr: 1.183e-01, eta: 20:57:19, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4314, top5_acc: 0.6698, loss_cls: 2.5858, loss: 2.5858, grad_norm: 1.8316 2020-10-07 13:38:40,255 - mmaction - INFO - Epoch [182][640/999] lr: 1.183e-01, eta: 20:56:54, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4452, top5_acc: 0.6835, loss_cls: 2.5159, loss: 2.5159, grad_norm: 1.7702 2020-10-07 13:39:00,288 - mmaction - INFO - Epoch [182][660/999] lr: 1.183e-01, eta: 20:56:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4339, top5_acc: 0.6803, loss_cls: 2.5465, loss: 2.5465, grad_norm: 1.8108 2020-10-07 13:39:20,275 - mmaction - INFO - Epoch [182][680/999] lr: 1.183e-01, eta: 20:56:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4391, top5_acc: 0.6775, loss_cls: 2.5867, loss: 2.5867, grad_norm: 1.8130 2020-10-07 13:39:40,230 - mmaction - INFO - Epoch [182][700/999] lr: 1.183e-01, eta: 20:55:40, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4301, top5_acc: 0.6721, loss_cls: 2.5811, loss: 2.5811, grad_norm: 1.7793 2020-10-07 13:40:00,270 - mmaction - INFO - Epoch [182][720/999] lr: 1.183e-01, eta: 20:55:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4385, top5_acc: 0.6801, loss_cls: 2.5410, loss: 2.5410, grad_norm: 1.7756 2020-10-07 13:40:20,232 - mmaction - INFO - Epoch [182][740/999] lr: 1.183e-01, eta: 20:54:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4367, top5_acc: 0.6794, loss_cls: 2.5740, loss: 2.5740, grad_norm: 1.7966 2020-10-07 13:40:40,212 - mmaction - INFO - Epoch [182][760/999] lr: 1.183e-01, eta: 20:54:28, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4424, top5_acc: 0.6809, loss_cls: 2.5419, loss: 2.5419, grad_norm: 1.7733 2020-10-07 13:41:00,238 - mmaction - INFO - Epoch [182][780/999] lr: 1.183e-01, eta: 20:54:04, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4326, top5_acc: 0.6799, loss_cls: 2.5473, loss: 2.5473, grad_norm: 1.7905 2020-10-07 13:41:20,380 - mmaction - INFO - Epoch [182][800/999] lr: 1.183e-01, eta: 20:53:42, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4366, top5_acc: 0.6820, loss_cls: 2.5261, loss: 2.5261, grad_norm: 1.7922 2020-10-07 13:41:40,316 - mmaction - INFO - Epoch [182][820/999] lr: 1.183e-01, eta: 20:53:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4285, top5_acc: 0.6699, loss_cls: 2.5962, loss: 2.5962, grad_norm: 1.7975 2020-10-07 13:42:00,306 - mmaction - INFO - Epoch [182][840/999] lr: 1.183e-01, eta: 20:52:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4305, top5_acc: 0.6749, loss_cls: 2.5776, loss: 2.5776, grad_norm: 1.7995 2020-10-07 13:42:20,282 - mmaction - INFO - Epoch [182][860/999] lr: 1.183e-01, eta: 20:52:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4477, top5_acc: 0.6895, loss_cls: 2.5188, loss: 2.5188, grad_norm: 1.7978 2020-10-07 13:42:40,304 - mmaction - INFO - Epoch [182][880/999] lr: 1.183e-01, eta: 20:52:04, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4346, top5_acc: 0.6766, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.8101 2020-10-07 13:43:00,373 - mmaction - INFO - Epoch [182][900/999] lr: 1.183e-01, eta: 20:51:41, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.4437, top5_acc: 0.6796, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.7681 2020-10-07 13:43:20,360 - mmaction - INFO - Epoch [182][920/999] lr: 1.183e-01, eta: 20:51:17, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4344, top5_acc: 0.6727, loss_cls: 2.5809, loss: 2.5809, grad_norm: 1.8065 2020-10-07 13:43:40,500 - mmaction - INFO - Epoch [182][940/999] lr: 1.183e-01, eta: 20:50:55, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4328, top5_acc: 0.6725, loss_cls: 2.5776, loss: 2.5776, grad_norm: 1.7916 2020-10-07 13:44:00,433 - mmaction - INFO - Epoch [182][960/999] lr: 1.183e-01, eta: 20:50:30, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4355, top5_acc: 0.6801, loss_cls: 2.5670, loss: 2.5670, grad_norm: 1.7987 2020-10-07 13:44:20,487 - mmaction - INFO - Epoch [182][980/999] lr: 1.183e-01, eta: 20:50:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4437, top5_acc: 0.6833, loss_cls: 2.5294, loss: 2.5294, grad_norm: 1.8148 2020-10-07 13:45:29,783 - mmaction - INFO - Epoch [183][20/999] lr: 1.154e-01, eta: 20:51:38, time: 2.507, data_time: 1.495, memory: 8478, top1_acc: 0.4432, top5_acc: 0.6850, loss_cls: 2.5168, loss: 2.5168, grad_norm: 1.7797 2020-10-07 13:45:49,405 - mmaction - INFO - Epoch [183][40/999] lr: 1.154e-01, eta: 20:51:09, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.4380, top5_acc: 0.6819, loss_cls: 2.5476, loss: 2.5476, grad_norm: 1.7909 2020-10-07 13:46:09,233 - mmaction - INFO - Epoch [183][60/999] lr: 1.154e-01, eta: 20:50:42, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4487, top5_acc: 0.6866, loss_cls: 2.4967, loss: 2.4967, grad_norm: 1.7946 2020-10-07 13:46:29,162 - mmaction - INFO - Epoch [183][80/999] lr: 1.154e-01, eta: 20:50:17, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4389, top5_acc: 0.6836, loss_cls: 2.5351, loss: 2.5351, grad_norm: 1.7830 2020-10-07 13:46:49,312 - mmaction - INFO - Epoch [183][100/999] lr: 1.154e-01, eta: 20:49:55, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.4410, top5_acc: 0.6882, loss_cls: 2.5136, loss: 2.5136, grad_norm: 1.8060 2020-10-07 13:47:09,302 - mmaction - INFO - Epoch [183][120/999] lr: 1.154e-01, eta: 20:49:31, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6814, loss_cls: 2.5214, loss: 2.5214, grad_norm: 1.7857 2020-10-07 13:47:29,339 - mmaction - INFO - Epoch [183][140/999] lr: 1.154e-01, eta: 20:49:07, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4473, top5_acc: 0.6815, loss_cls: 2.5254, loss: 2.5254, grad_norm: 1.8100 2020-10-07 13:47:49,338 - mmaction - INFO - Epoch [183][160/999] lr: 1.154e-01, eta: 20:48:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4391, top5_acc: 0.6840, loss_cls: 2.5123, loss: 2.5123, grad_norm: 1.8117 2020-10-07 13:48:09,362 - mmaction - INFO - Epoch [183][180/999] lr: 1.154e-01, eta: 20:48:19, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4456, top5_acc: 0.6861, loss_cls: 2.5287, loss: 2.5287, grad_norm: 1.8082 2020-10-07 13:48:29,382 - mmaction - INFO - Epoch [183][200/999] lr: 1.154e-01, eta: 20:47:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6840, loss_cls: 2.5034, loss: 2.5034, grad_norm: 1.8012 2020-10-07 13:48:49,424 - mmaction - INFO - Epoch [183][220/999] lr: 1.154e-01, eta: 20:47:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4461, top5_acc: 0.6810, loss_cls: 2.5516, loss: 2.5516, grad_norm: 1.7991 2020-10-07 13:49:09,349 - mmaction - INFO - Epoch [183][240/999] lr: 1.154e-01, eta: 20:47:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4462, top5_acc: 0.6853, loss_cls: 2.5260, loss: 2.5260, grad_norm: 1.7949 2020-10-07 13:49:29,389 - mmaction - INFO - Epoch [183][260/999] lr: 1.154e-01, eta: 20:46:44, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4337, top5_acc: 0.6862, loss_cls: 2.5232, loss: 2.5232, grad_norm: 1.8125 2020-10-07 13:49:49,515 - mmaction - INFO - Epoch [183][280/999] lr: 1.154e-01, eta: 20:46:21, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.4400, top5_acc: 0.6887, loss_cls: 2.5124, loss: 2.5124, grad_norm: 1.7963 2020-10-07 13:50:09,638 - mmaction - INFO - Epoch [183][300/999] lr: 1.154e-01, eta: 20:45:58, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4467, top5_acc: 0.6862, loss_cls: 2.5103, loss: 2.5103, grad_norm: 1.7956 2020-10-07 13:50:29,591 - mmaction - INFO - Epoch [183][320/999] lr: 1.154e-01, eta: 20:45:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4492, top5_acc: 0.6846, loss_cls: 2.5266, loss: 2.5266, grad_norm: 1.7843 2020-10-07 13:50:49,741 - mmaction - INFO - Epoch [183][340/999] lr: 1.154e-01, eta: 20:45:12, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4378, top5_acc: 0.6773, loss_cls: 2.5694, loss: 2.5694, grad_norm: 1.8401 2020-10-07 13:51:09,664 - mmaction - INFO - Epoch [183][360/999] lr: 1.154e-01, eta: 20:44:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4350, top5_acc: 0.6781, loss_cls: 2.5551, loss: 2.5551, grad_norm: 1.7914 2020-10-07 13:51:29,755 - mmaction - INFO - Epoch [183][380/999] lr: 1.154e-01, eta: 20:44:24, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4465, top5_acc: 0.6854, loss_cls: 2.5069, loss: 2.5069, grad_norm: 1.8077 2020-10-07 13:51:49,728 - mmaction - INFO - Epoch [183][400/999] lr: 1.154e-01, eta: 20:44:00, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4418, top5_acc: 0.6755, loss_cls: 2.5430, loss: 2.5430, grad_norm: 1.7705 2020-10-07 13:52:09,883 - mmaction - INFO - Epoch [183][420/999] lr: 1.154e-01, eta: 20:43:38, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.4306, top5_acc: 0.6814, loss_cls: 2.5650, loss: 2.5650, grad_norm: 1.8055 2020-10-07 13:52:29,791 - mmaction - INFO - Epoch [183][440/999] lr: 1.154e-01, eta: 20:43:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4475, top5_acc: 0.6805, loss_cls: 2.5206, loss: 2.5206, grad_norm: 1.8110 2020-10-07 13:52:49,825 - mmaction - INFO - Epoch [183][460/999] lr: 1.154e-01, eta: 20:42:50, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4294, top5_acc: 0.6742, loss_cls: 2.5990, loss: 2.5990, grad_norm: 1.8244 2020-10-07 13:53:09,837 - mmaction - INFO - Epoch [183][480/999] lr: 1.154e-01, eta: 20:42:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4484, top5_acc: 0.6936, loss_cls: 2.4721, loss: 2.4721, grad_norm: 1.8041 2020-10-07 13:53:29,912 - mmaction - INFO - Epoch [183][500/999] lr: 1.154e-01, eta: 20:42:03, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4440, top5_acc: 0.6837, loss_cls: 2.5386, loss: 2.5386, grad_norm: 1.8050 2020-10-07 13:53:50,001 - mmaction - INFO - Epoch [183][520/999] lr: 1.154e-01, eta: 20:41:41, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4408, top5_acc: 0.6772, loss_cls: 2.5531, loss: 2.5531, grad_norm: 1.8078 2020-10-07 13:54:09,953 - mmaction - INFO - Epoch [183][540/999] lr: 1.154e-01, eta: 20:41:17, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4396, top5_acc: 0.6829, loss_cls: 2.5361, loss: 2.5361, grad_norm: 1.8052 2020-10-07 13:54:29,914 - mmaction - INFO - Epoch [183][560/999] lr: 1.154e-01, eta: 20:40:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4406, top5_acc: 0.6850, loss_cls: 2.5382, loss: 2.5382, grad_norm: 1.8273 2020-10-07 13:54:49,876 - mmaction - INFO - Epoch [183][580/999] lr: 1.154e-01, eta: 20:40:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4398, top5_acc: 0.6771, loss_cls: 2.5736, loss: 2.5736, grad_norm: 1.8195 2020-10-07 13:55:09,930 - mmaction - INFO - Epoch [183][600/999] lr: 1.154e-01, eta: 20:40:06, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4452, top5_acc: 0.6820, loss_cls: 2.5300, loss: 2.5300, grad_norm: 1.7937 2020-10-07 13:55:29,926 - mmaction - INFO - Epoch [183][620/999] lr: 1.154e-01, eta: 20:39:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4344, top5_acc: 0.6829, loss_cls: 2.5692, loss: 2.5692, grad_norm: 1.8240 2020-10-07 13:55:49,954 - mmaction - INFO - Epoch [183][640/999] lr: 1.154e-01, eta: 20:39:19, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4430, top5_acc: 0.6810, loss_cls: 2.5236, loss: 2.5236, grad_norm: 1.7836 2020-10-07 13:56:09,999 - mmaction - INFO - Epoch [183][660/999] lr: 1.154e-01, eta: 20:38:55, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4309, top5_acc: 0.6763, loss_cls: 2.5787, loss: 2.5787, grad_norm: 1.8355 2020-10-07 13:56:30,038 - mmaction - INFO - Epoch [183][680/999] lr: 1.154e-01, eta: 20:38:33, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4376, top5_acc: 0.6837, loss_cls: 2.5392, loss: 2.5392, grad_norm: 1.8093 2020-10-07 13:56:50,019 - mmaction - INFO - Epoch [183][700/999] lr: 1.154e-01, eta: 20:38:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4320, top5_acc: 0.6721, loss_cls: 2.6017, loss: 2.6017, grad_norm: 1.8193 2020-10-07 13:57:10,008 - mmaction - INFO - Epoch [183][720/999] lr: 1.154e-01, eta: 20:37:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4371, top5_acc: 0.6781, loss_cls: 2.5659, loss: 2.5659, grad_norm: 1.8344 2020-10-07 13:57:30,074 - mmaction - INFO - Epoch [183][740/999] lr: 1.154e-01, eta: 20:37:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4372, top5_acc: 0.6805, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.7935 2020-10-07 13:57:50,133 - mmaction - INFO - Epoch [183][760/999] lr: 1.154e-01, eta: 20:37:00, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4341, top5_acc: 0.6733, loss_cls: 2.5924, loss: 2.5924, grad_norm: 1.8281 2020-10-07 13:58:10,097 - mmaction - INFO - Epoch [183][780/999] lr: 1.154e-01, eta: 20:36:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4431, top5_acc: 0.6846, loss_cls: 2.5256, loss: 2.5256, grad_norm: 1.7958 2020-10-07 13:58:30,179 - mmaction - INFO - Epoch [183][800/999] lr: 1.154e-01, eta: 20:36:14, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4382, top5_acc: 0.6779, loss_cls: 2.5576, loss: 2.5576, grad_norm: 1.8016 2020-10-07 13:58:50,250 - mmaction - INFO - Epoch [183][820/999] lr: 1.154e-01, eta: 20:35:51, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4314, top5_acc: 0.6727, loss_cls: 2.6154, loss: 2.6154, grad_norm: 1.8404 2020-10-07 13:59:10,236 - mmaction - INFO - Epoch [183][840/999] lr: 1.154e-01, eta: 20:35:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4359, top5_acc: 0.6840, loss_cls: 2.5421, loss: 2.5421, grad_norm: 1.8042 2020-10-07 13:59:30,227 - mmaction - INFO - Epoch [183][860/999] lr: 1.154e-01, eta: 20:35:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4301, top5_acc: 0.6730, loss_cls: 2.5929, loss: 2.5929, grad_norm: 1.8333 2020-10-07 13:59:50,216 - mmaction - INFO - Epoch [183][880/999] lr: 1.154e-01, eta: 20:34:41, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.4427, top5_acc: 0.6714, loss_cls: 2.5637, loss: 2.5637, grad_norm: 1.8116 2020-10-07 14:00:12,246 - mmaction - INFO - Epoch [183][900/999] lr: 1.154e-01, eta: 20:34:39, time: 1.101, data_time: 0.002, memory: 8478, top1_acc: 0.4368, top5_acc: 0.6823, loss_cls: 2.5564, loss: 2.5564, grad_norm: 1.7882 2020-10-07 14:00:32,176 - mmaction - INFO - Epoch [183][920/999] lr: 1.154e-01, eta: 20:34:15, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4378, top5_acc: 0.6813, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.8254 2020-10-07 14:00:52,232 - mmaction - INFO - Epoch [183][940/999] lr: 1.154e-01, eta: 20:33:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4409, top5_acc: 0.6745, loss_cls: 2.5828, loss: 2.5828, grad_norm: 1.8279 2020-10-07 14:01:12,236 - mmaction - INFO - Epoch [183][960/999] lr: 1.154e-01, eta: 20:33:29, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6767, loss_cls: 2.5733, loss: 2.5733, grad_norm: 1.8095 2020-10-07 14:01:32,200 - mmaction - INFO - Epoch [183][980/999] lr: 1.154e-01, eta: 20:33:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4371, top5_acc: 0.6784, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.8107 2020-10-07 14:02:45,191 - mmaction - INFO - Epoch [184][20/999] lr: 1.125e-01, eta: 20:34:39, time: 2.620, data_time: 1.598, memory: 8478, top1_acc: 0.4366, top5_acc: 0.6842, loss_cls: 2.5381, loss: 2.5381, grad_norm: 1.7945 2020-10-07 14:03:04,813 - mmaction - INFO - Epoch [184][40/999] lr: 1.125e-01, eta: 20:34:11, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6906, loss_cls: 2.4977, loss: 2.4977, grad_norm: 1.8087 2020-10-07 14:03:24,664 - mmaction - INFO - Epoch [184][60/999] lr: 1.125e-01, eta: 20:33:46, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4523, top5_acc: 0.6908, loss_cls: 2.4809, loss: 2.4809, grad_norm: 1.8192 2020-10-07 14:03:44,514 - mmaction - INFO - Epoch [184][80/999] lr: 1.125e-01, eta: 20:33:21, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4491, top5_acc: 0.6839, loss_cls: 2.5001, loss: 2.5001, grad_norm: 1.8132 2020-10-07 14:04:04,609 - mmaction - INFO - Epoch [184][100/999] lr: 1.125e-01, eta: 20:32:59, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6859, loss_cls: 2.5042, loss: 2.5042, grad_norm: 1.8230 2020-10-07 14:04:24,644 - mmaction - INFO - Epoch [184][120/999] lr: 1.125e-01, eta: 20:32:35, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4520, top5_acc: 0.6992, loss_cls: 2.4657, loss: 2.4657, grad_norm: 1.8233 2020-10-07 14:04:44,556 - mmaction - INFO - Epoch [184][140/999] lr: 1.125e-01, eta: 20:32:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4413, top5_acc: 0.6891, loss_cls: 2.5097, loss: 2.5097, grad_norm: 1.8273 2020-10-07 14:05:04,648 - mmaction - INFO - Epoch [184][160/999] lr: 1.125e-01, eta: 20:31:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4507, top5_acc: 0.6953, loss_cls: 2.4683, loss: 2.4683, grad_norm: 1.8069 2020-10-07 14:05:24,765 - mmaction - INFO - Epoch [184][180/999] lr: 1.125e-01, eta: 20:31:26, time: 1.007, data_time: 0.004, memory: 8478, top1_acc: 0.4447, top5_acc: 0.6966, loss_cls: 2.4730, loss: 2.4730, grad_norm: 1.8179 2020-10-07 14:05:44,770 - mmaction - INFO - Epoch [184][200/999] lr: 1.125e-01, eta: 20:31:03, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4495, top5_acc: 0.6819, loss_cls: 2.5184, loss: 2.5184, grad_norm: 1.8268 2020-10-07 14:06:04,746 - mmaction - INFO - Epoch [184][220/999] lr: 1.125e-01, eta: 20:30:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4479, top5_acc: 0.6815, loss_cls: 2.5263, loss: 2.5263, grad_norm: 1.7996 2020-10-07 14:06:24,771 - mmaction - INFO - Epoch [184][240/999] lr: 1.125e-01, eta: 20:30:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4521, top5_acc: 0.6911, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.8005 2020-10-07 14:06:44,840 - mmaction - INFO - Epoch [184][260/999] lr: 1.125e-01, eta: 20:29:53, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4292, top5_acc: 0.6779, loss_cls: 2.5640, loss: 2.5640, grad_norm: 1.8642 2020-10-07 14:07:04,842 - mmaction - INFO - Epoch [184][280/999] lr: 1.125e-01, eta: 20:29:30, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6828, loss_cls: 2.5348, loss: 2.5348, grad_norm: 1.8171 2020-10-07 14:07:24,940 - mmaction - INFO - Epoch [184][300/999] lr: 1.125e-01, eta: 20:29:07, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4505, top5_acc: 0.6862, loss_cls: 2.4921, loss: 2.4921, grad_norm: 1.8306 2020-10-07 14:07:44,873 - mmaction - INFO - Epoch [184][320/999] lr: 1.125e-01, eta: 20:28:43, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4428, top5_acc: 0.6895, loss_cls: 2.5047, loss: 2.5047, grad_norm: 1.7961 2020-10-07 14:08:04,961 - mmaction - INFO - Epoch [184][340/999] lr: 1.125e-01, eta: 20:28:21, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6849, loss_cls: 2.5529, loss: 2.5529, grad_norm: 1.8319 2020-10-07 14:08:25,109 - mmaction - INFO - Epoch [184][360/999] lr: 1.125e-01, eta: 20:27:58, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4246, top5_acc: 0.6763, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.8211 2020-10-07 14:08:45,198 - mmaction - INFO - Epoch [184][380/999] lr: 1.125e-01, eta: 20:27:36, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.4513, top5_acc: 0.6962, loss_cls: 2.4751, loss: 2.4751, grad_norm: 1.7937 2020-10-07 14:09:05,230 - mmaction - INFO - Epoch [184][400/999] lr: 1.125e-01, eta: 20:27:14, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4406, top5_acc: 0.6807, loss_cls: 2.5377, loss: 2.5377, grad_norm: 1.8180 2020-10-07 14:09:25,227 - mmaction - INFO - Epoch [184][420/999] lr: 1.125e-01, eta: 20:26:50, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4361, top5_acc: 0.6745, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.8193 2020-10-07 14:09:45,280 - mmaction - INFO - Epoch [184][440/999] lr: 1.125e-01, eta: 20:26:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4547, top5_acc: 0.6951, loss_cls: 2.4826, loss: 2.4826, grad_norm: 1.8009 2020-10-07 14:10:05,232 - mmaction - INFO - Epoch [184][460/999] lr: 1.125e-01, eta: 20:26:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4391, top5_acc: 0.6910, loss_cls: 2.5140, loss: 2.5140, grad_norm: 1.8242 2020-10-07 14:10:25,120 - mmaction - INFO - Epoch [184][480/999] lr: 1.125e-01, eta: 20:25:39, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4448, top5_acc: 0.6858, loss_cls: 2.4946, loss: 2.4946, grad_norm: 1.7816 2020-10-07 14:10:45,105 - mmaction - INFO - Epoch [184][500/999] lr: 1.125e-01, eta: 20:25:16, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4335, top5_acc: 0.6757, loss_cls: 2.5651, loss: 2.5651, grad_norm: 1.8411 2020-10-07 14:11:05,161 - mmaction - INFO - Epoch [184][520/999] lr: 1.125e-01, eta: 20:24:53, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4477, top5_acc: 0.6863, loss_cls: 2.5020, loss: 2.5020, grad_norm: 1.8436 2020-10-07 14:11:25,111 - mmaction - INFO - Epoch [184][540/999] lr: 1.125e-01, eta: 20:24:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4419, top5_acc: 0.6789, loss_cls: 2.5454, loss: 2.5454, grad_norm: 1.8364 2020-10-07 14:11:45,173 - mmaction - INFO - Epoch [184][560/999] lr: 1.125e-01, eta: 20:24:07, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4392, top5_acc: 0.6793, loss_cls: 2.5599, loss: 2.5599, grad_norm: 1.8447 2020-10-07 14:12:05,175 - mmaction - INFO - Epoch [184][580/999] lr: 1.125e-01, eta: 20:23:44, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4405, top5_acc: 0.6885, loss_cls: 2.4965, loss: 2.4965, grad_norm: 1.8254 2020-10-07 14:12:25,181 - mmaction - INFO - Epoch [184][600/999] lr: 1.125e-01, eta: 20:23:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4543, top5_acc: 0.6910, loss_cls: 2.5079, loss: 2.5079, grad_norm: 1.8056 2020-10-07 14:12:45,209 - mmaction - INFO - Epoch [184][620/999] lr: 1.125e-01, eta: 20:22:58, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4418, top5_acc: 0.6902, loss_cls: 2.5195, loss: 2.5195, grad_norm: 1.7875 2020-10-07 14:13:05,137 - mmaction - INFO - Epoch [184][640/999] lr: 1.125e-01, eta: 20:22:34, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4359, top5_acc: 0.6780, loss_cls: 2.5684, loss: 2.5684, grad_norm: 1.8228 2020-10-07 14:13:25,111 - mmaction - INFO - Epoch [184][660/999] lr: 1.125e-01, eta: 20:22:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4423, top5_acc: 0.6820, loss_cls: 2.5260, loss: 2.5260, grad_norm: 1.8367 2020-10-07 14:13:45,202 - mmaction - INFO - Epoch [184][680/999] lr: 1.125e-01, eta: 20:21:48, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.4393, top5_acc: 0.6855, loss_cls: 2.5330, loss: 2.5330, grad_norm: 1.8341 2020-10-07 14:14:05,174 - mmaction - INFO - Epoch [184][700/999] lr: 1.125e-01, eta: 20:21:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6917, loss_cls: 2.5097, loss: 2.5097, grad_norm: 1.8410 2020-10-07 14:14:25,188 - mmaction - INFO - Epoch [184][720/999] lr: 1.125e-01, eta: 20:21:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4424, top5_acc: 0.6872, loss_cls: 2.5052, loss: 2.5052, grad_norm: 1.8112 2020-10-07 14:14:45,172 - mmaction - INFO - Epoch [184][740/999] lr: 1.125e-01, eta: 20:20:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4483, top5_acc: 0.6966, loss_cls: 2.4766, loss: 2.4766, grad_norm: 1.8624 2020-10-07 14:15:05,202 - mmaction - INFO - Epoch [184][760/999] lr: 1.125e-01, eta: 20:20:16, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4293, top5_acc: 0.6747, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.8476 2020-10-07 14:15:25,139 - mmaction - INFO - Epoch [184][780/999] lr: 1.125e-01, eta: 20:19:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4279, top5_acc: 0.6759, loss_cls: 2.5798, loss: 2.5798, grad_norm: 1.8551 2020-10-07 14:15:45,223 - mmaction - INFO - Epoch [184][800/999] lr: 1.125e-01, eta: 20:19:30, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4411, top5_acc: 0.6803, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.8510 2020-10-07 14:16:05,122 - mmaction - INFO - Epoch [184][820/999] lr: 1.125e-01, eta: 20:19:07, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4408, top5_acc: 0.6780, loss_cls: 2.5383, loss: 2.5383, grad_norm: 1.8455 2020-10-07 14:16:25,166 - mmaction - INFO - Epoch [184][840/999] lr: 1.125e-01, eta: 20:18:44, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4388, top5_acc: 0.6773, loss_cls: 2.5569, loss: 2.5569, grad_norm: 1.8228 2020-10-07 14:16:45,191 - mmaction - INFO - Epoch [184][860/999] lr: 1.125e-01, eta: 20:18:21, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4370, top5_acc: 0.6797, loss_cls: 2.5715, loss: 2.5715, grad_norm: 1.8146 2020-10-07 14:17:05,272 - mmaction - INFO - Epoch [184][880/999] lr: 1.125e-01, eta: 20:17:59, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4405, top5_acc: 0.6872, loss_cls: 2.5394, loss: 2.5394, grad_norm: 1.8096 2020-10-07 14:17:25,340 - mmaction - INFO - Epoch [184][900/999] lr: 1.125e-01, eta: 20:17:37, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6848, loss_cls: 2.5416, loss: 2.5416, grad_norm: 1.8150 2020-10-07 14:17:45,299 - mmaction - INFO - Epoch [184][920/999] lr: 1.125e-01, eta: 20:17:14, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4495, top5_acc: 0.6807, loss_cls: 2.5068, loss: 2.5068, grad_norm: 1.7973 2020-10-07 14:18:05,246 - mmaction - INFO - Epoch [184][940/999] lr: 1.125e-01, eta: 20:16:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4401, top5_acc: 0.6858, loss_cls: 2.5373, loss: 2.5373, grad_norm: 1.8389 2020-10-07 14:18:25,280 - mmaction - INFO - Epoch [184][960/999] lr: 1.125e-01, eta: 20:16:28, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4467, top5_acc: 0.6917, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.8327 2020-10-07 14:18:45,172 - mmaction - INFO - Epoch [184][980/999] lr: 1.125e-01, eta: 20:16:04, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4370, top5_acc: 0.6855, loss_cls: 2.5424, loss: 2.5424, grad_norm: 1.8474 2020-10-07 14:19:04,285 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-10-07 14:20:17,552 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 14:20:19,151 - mmaction - INFO - top1_acc 0.5282 top5_acc 0.7828 2020-10-07 14:20:19,152 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 14:20:19,237 - mmaction - INFO - mean_acc 0.5264 2020-10-07 14:20:19,237 - mmaction - INFO - Now best checkpoint is epoch_184.pth 2020-10-07 14:20:19,270 - mmaction - INFO - Epoch(val) [184][999] top1_acc: 0.5282, top5_acc: 0.7828, mean_class_accuracy: 0.5264 2020-10-07 14:21:06,907 - mmaction - INFO - Epoch [185][20/999] lr: 1.097e-01, eta: 20:16:37, time: 2.380, data_time: 1.245, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6859, loss_cls: 2.5157, loss: 2.5157, grad_norm: 1.8377 2020-10-07 14:21:26,555 - mmaction - INFO - Epoch [185][40/999] lr: 1.097e-01, eta: 20:16:11, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6901, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.8336 2020-10-07 14:21:46,246 - mmaction - INFO - Epoch [185][60/999] lr: 1.097e-01, eta: 20:15:45, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.4544, top5_acc: 0.6935, loss_cls: 2.4740, loss: 2.4740, grad_norm: 1.8420 2020-10-07 14:22:06,146 - mmaction - INFO - Epoch [185][80/999] lr: 1.097e-01, eta: 20:15:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6962, loss_cls: 2.4659, loss: 2.4659, grad_norm: 1.8357 2020-10-07 14:22:26,116 - mmaction - INFO - Epoch [185][100/999] lr: 1.097e-01, eta: 20:14:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4509, top5_acc: 0.6882, loss_cls: 2.5011, loss: 2.5011, grad_norm: 1.8717 2020-10-07 14:22:46,050 - mmaction - INFO - Epoch [185][120/999] lr: 1.097e-01, eta: 20:14:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4415, top5_acc: 0.6885, loss_cls: 2.5139, loss: 2.5139, grad_norm: 1.8430 2020-10-07 14:23:06,192 - mmaction - INFO - Epoch [185][140/999] lr: 1.097e-01, eta: 20:14:12, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4465, top5_acc: 0.6930, loss_cls: 2.4804, loss: 2.4804, grad_norm: 1.8417 2020-10-07 14:23:26,200 - mmaction - INFO - Epoch [185][160/999] lr: 1.097e-01, eta: 20:13:50, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4526, top5_acc: 0.6943, loss_cls: 2.4743, loss: 2.4743, grad_norm: 1.8594 2020-10-07 14:23:46,131 - mmaction - INFO - Epoch [185][180/999] lr: 1.097e-01, eta: 20:13:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4559, top5_acc: 0.6951, loss_cls: 2.4814, loss: 2.4814, grad_norm: 1.8514 2020-10-07 14:24:06,221 - mmaction - INFO - Epoch [185][200/999] lr: 1.097e-01, eta: 20:13:04, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4437, top5_acc: 0.6803, loss_cls: 2.5436, loss: 2.5436, grad_norm: 1.8458 2020-10-07 14:24:26,190 - mmaction - INFO - Epoch [185][220/999] lr: 1.097e-01, eta: 20:12:41, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4449, top5_acc: 0.6805, loss_cls: 2.5182, loss: 2.5182, grad_norm: 1.8188 2020-10-07 14:24:46,239 - mmaction - INFO - Epoch [185][240/999] lr: 1.097e-01, eta: 20:12:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6870, loss_cls: 2.5004, loss: 2.5004, grad_norm: 1.8381 2020-10-07 14:25:06,195 - mmaction - INFO - Epoch [185][260/999] lr: 1.097e-01, eta: 20:11:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4417, top5_acc: 0.6801, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.8487 2020-10-07 14:25:26,338 - mmaction - INFO - Epoch [185][280/999] lr: 1.097e-01, eta: 20:11:33, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4336, top5_acc: 0.6768, loss_cls: 2.5593, loss: 2.5593, grad_norm: 1.8230 2020-10-07 14:25:46,392 - mmaction - INFO - Epoch [185][300/999] lr: 1.097e-01, eta: 20:11:11, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.4310, top5_acc: 0.6863, loss_cls: 2.5445, loss: 2.5445, grad_norm: 1.8517 2020-10-07 14:26:06,314 - mmaction - INFO - Epoch [185][320/999] lr: 1.097e-01, eta: 20:10:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4561, top5_acc: 0.6965, loss_cls: 2.4662, loss: 2.4662, grad_norm: 1.8539 2020-10-07 14:26:26,418 - mmaction - INFO - Epoch [185][340/999] lr: 1.097e-01, eta: 20:10:26, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.4388, top5_acc: 0.6796, loss_cls: 2.5218, loss: 2.5218, grad_norm: 1.8338 2020-10-07 14:26:46,477 - mmaction - INFO - Epoch [185][360/999] lr: 1.097e-01, eta: 20:10:04, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4415, top5_acc: 0.6822, loss_cls: 2.5578, loss: 2.5578, grad_norm: 1.8653 2020-10-07 14:27:06,523 - mmaction - INFO - Epoch [185][380/999] lr: 1.097e-01, eta: 20:09:41, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4357, top5_acc: 0.6785, loss_cls: 2.5524, loss: 2.5524, grad_norm: 1.8392 2020-10-07 14:27:26,469 - mmaction - INFO - Epoch [185][400/999] lr: 1.097e-01, eta: 20:09:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4453, top5_acc: 0.6833, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.8447 2020-10-07 14:27:46,450 - mmaction - INFO - Epoch [185][420/999] lr: 1.097e-01, eta: 20:08:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4437, top5_acc: 0.6858, loss_cls: 2.5123, loss: 2.5123, grad_norm: 1.8744 2020-10-07 14:28:06,465 - mmaction - INFO - Epoch [185][440/999] lr: 1.097e-01, eta: 20:08:33, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4475, top5_acc: 0.6953, loss_cls: 2.4607, loss: 2.4607, grad_norm: 1.8230 2020-10-07 14:28:26,399 - mmaction - INFO - Epoch [185][460/999] lr: 1.097e-01, eta: 20:08:09, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4395, top5_acc: 0.6839, loss_cls: 2.5185, loss: 2.5185, grad_norm: 1.8391 2020-10-07 14:28:46,524 - mmaction - INFO - Epoch [185][480/999] lr: 1.097e-01, eta: 20:07:48, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4426, top5_acc: 0.6790, loss_cls: 2.5300, loss: 2.5300, grad_norm: 1.8528 2020-10-07 14:29:06,435 - mmaction - INFO - Epoch [185][500/999] lr: 1.097e-01, eta: 20:07:24, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4488, top5_acc: 0.6854, loss_cls: 2.4852, loss: 2.4852, grad_norm: 1.8492 2020-10-07 14:29:26,393 - mmaction - INFO - Epoch [185][520/999] lr: 1.097e-01, eta: 20:07:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4501, top5_acc: 0.6898, loss_cls: 2.4932, loss: 2.4932, grad_norm: 1.8162 2020-10-07 14:29:46,506 - mmaction - INFO - Epoch [185][540/999] lr: 1.097e-01, eta: 20:06:39, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6828, loss_cls: 2.5007, loss: 2.5007, grad_norm: 1.8664 2020-10-07 14:30:06,507 - mmaction - INFO - Epoch [185][560/999] lr: 1.097e-01, eta: 20:06:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4521, top5_acc: 0.6854, loss_cls: 2.5226, loss: 2.5226, grad_norm: 1.8190 2020-10-07 14:30:27,361 - mmaction - INFO - Epoch [185][580/999] lr: 1.097e-01, eta: 20:06:01, time: 1.044, data_time: 0.004, memory: 8478, top1_acc: 0.4504, top5_acc: 0.6861, loss_cls: 2.4878, loss: 2.4878, grad_norm: 1.8752 2020-10-07 14:30:47,533 - mmaction - INFO - Epoch [185][600/999] lr: 1.097e-01, eta: 20:05:40, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4509, top5_acc: 0.6891, loss_cls: 2.5115, loss: 2.5115, grad_norm: 1.8476 2020-10-07 14:31:07,406 - mmaction - INFO - Epoch [185][620/999] lr: 1.097e-01, eta: 20:05:16, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4456, top5_acc: 0.6879, loss_cls: 2.5087, loss: 2.5087, grad_norm: 1.8330 2020-10-07 14:31:27,371 - mmaction - INFO - Epoch [185][640/999] lr: 1.097e-01, eta: 20:04:54, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6948, loss_cls: 2.4964, loss: 2.4964, grad_norm: 1.8408 2020-10-07 14:31:47,432 - mmaction - INFO - Epoch [185][660/999] lr: 1.097e-01, eta: 20:04:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4462, top5_acc: 0.6806, loss_cls: 2.5294, loss: 2.5294, grad_norm: 1.8314 2020-10-07 14:32:07,495 - mmaction - INFO - Epoch [185][680/999] lr: 1.097e-01, eta: 20:04:09, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4380, top5_acc: 0.6828, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.8559 2020-10-07 14:32:27,646 - mmaction - INFO - Epoch [185][700/999] lr: 1.097e-01, eta: 20:03:48, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4424, top5_acc: 0.6816, loss_cls: 2.5422, loss: 2.5422, grad_norm: 1.8590 2020-10-07 14:32:47,599 - mmaction - INFO - Epoch [185][720/999] lr: 1.097e-01, eta: 20:03:25, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4482, top5_acc: 0.6857, loss_cls: 2.5181, loss: 2.5181, grad_norm: 1.8465 2020-10-07 14:33:07,585 - mmaction - INFO - Epoch [185][740/999] lr: 1.097e-01, eta: 20:03:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4409, top5_acc: 0.6815, loss_cls: 2.5341, loss: 2.5341, grad_norm: 1.8350 2020-10-07 14:33:27,576 - mmaction - INFO - Epoch [185][760/999] lr: 1.097e-01, eta: 20:02:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4400, top5_acc: 0.6773, loss_cls: 2.5642, loss: 2.5642, grad_norm: 1.8486 2020-10-07 14:33:47,596 - mmaction - INFO - Epoch [185][780/999] lr: 1.097e-01, eta: 20:02:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4443, top5_acc: 0.6792, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.8514 2020-10-07 14:34:07,570 - mmaction - INFO - Epoch [185][800/999] lr: 1.097e-01, eta: 20:01:55, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4405, top5_acc: 0.6866, loss_cls: 2.5179, loss: 2.5179, grad_norm: 1.8233 2020-10-07 14:34:27,631 - mmaction - INFO - Epoch [185][820/999] lr: 1.097e-01, eta: 20:01:33, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4453, top5_acc: 0.6842, loss_cls: 2.5248, loss: 2.5248, grad_norm: 1.8242 2020-10-07 14:34:47,594 - mmaction - INFO - Epoch [185][840/999] lr: 1.097e-01, eta: 20:01:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.5084, loss: 2.5084, grad_norm: 1.8359 2020-10-07 14:35:07,621 - mmaction - INFO - Epoch [185][860/999] lr: 1.097e-01, eta: 20:00:48, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4366, top5_acc: 0.6751, loss_cls: 2.5597, loss: 2.5597, grad_norm: 1.8402 2020-10-07 14:35:27,545 - mmaction - INFO - Epoch [185][880/999] lr: 1.097e-01, eta: 20:00:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4378, top5_acc: 0.6853, loss_cls: 2.5304, loss: 2.5304, grad_norm: 1.8599 2020-10-07 14:35:47,564 - mmaction - INFO - Epoch [185][900/999] lr: 1.097e-01, eta: 20:00:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4460, top5_acc: 0.6845, loss_cls: 2.5399, loss: 2.5399, grad_norm: 1.8565 2020-10-07 14:36:07,670 - mmaction - INFO - Epoch [185][920/999] lr: 1.097e-01, eta: 19:59:41, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4361, top5_acc: 0.6806, loss_cls: 2.5407, loss: 2.5407, grad_norm: 1.8380 2020-10-07 14:36:27,618 - mmaction - INFO - Epoch [185][940/999] lr: 1.097e-01, eta: 19:59:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4431, top5_acc: 0.6775, loss_cls: 2.5314, loss: 2.5314, grad_norm: 1.8203 2020-10-07 14:36:47,649 - mmaction - INFO - Epoch [185][960/999] lr: 1.097e-01, eta: 19:58:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4422, top5_acc: 0.6874, loss_cls: 2.5087, loss: 2.5087, grad_norm: 1.8399 2020-10-07 14:37:07,623 - mmaction - INFO - Epoch [185][980/999] lr: 1.097e-01, eta: 19:58:33, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4379, top5_acc: 0.6775, loss_cls: 2.5569, loss: 2.5569, grad_norm: 1.8476 2020-10-07 14:38:16,921 - mmaction - INFO - Epoch [186][20/999] lr: 1.069e-01, eta: 19:59:18, time: 2.513, data_time: 1.497, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6914, loss_cls: 2.4880, loss: 2.4880, grad_norm: 1.8169 2020-10-07 14:38:36,622 - mmaction - INFO - Epoch [186][40/999] lr: 1.069e-01, eta: 19:58:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.4551, top5_acc: 0.6961, loss_cls: 2.4820, loss: 2.4820, grad_norm: 1.8578 2020-10-07 14:38:56,526 - mmaction - INFO - Epoch [186][60/999] lr: 1.069e-01, eta: 19:58:29, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4488, top5_acc: 0.6937, loss_cls: 2.4891, loss: 2.4891, grad_norm: 1.8510 2020-10-07 14:39:16,408 - mmaction - INFO - Epoch [186][80/999] lr: 1.069e-01, eta: 19:58:06, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.4504, top5_acc: 0.6951, loss_cls: 2.4669, loss: 2.4669, grad_norm: 1.8517 2020-10-07 14:39:36,419 - mmaction - INFO - Epoch [186][100/999] lr: 1.069e-01, eta: 19:57:43, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4564, top5_acc: 0.6962, loss_cls: 2.4636, loss: 2.4636, grad_norm: 1.8660 2020-10-07 14:39:56,469 - mmaction - INFO - Epoch [186][120/999] lr: 1.069e-01, eta: 19:57:21, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4526, top5_acc: 0.6967, loss_cls: 2.4779, loss: 2.4779, grad_norm: 1.8759 2020-10-07 14:40:16,479 - mmaction - INFO - Epoch [186][140/999] lr: 1.069e-01, eta: 19:56:59, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4467, top5_acc: 0.6928, loss_cls: 2.4984, loss: 2.4984, grad_norm: 1.8582 2020-10-07 14:40:36,466 - mmaction - INFO - Epoch [186][160/999] lr: 1.069e-01, eta: 19:56:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4470, top5_acc: 0.6879, loss_cls: 2.5192, loss: 2.5192, grad_norm: 1.8576 2020-10-07 14:40:56,439 - mmaction - INFO - Epoch [186][180/999] lr: 1.069e-01, eta: 19:56:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4621, top5_acc: 0.6927, loss_cls: 2.4610, loss: 2.4610, grad_norm: 1.8283 2020-10-07 14:41:16,429 - mmaction - INFO - Epoch [186][200/999] lr: 1.069e-01, eta: 19:55:51, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4514, top5_acc: 0.6935, loss_cls: 2.4671, loss: 2.4671, grad_norm: 1.8402 2020-10-07 14:41:36,597 - mmaction - INFO - Epoch [186][220/999] lr: 1.069e-01, eta: 19:55:29, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4547, top5_acc: 0.6957, loss_cls: 2.4668, loss: 2.4668, grad_norm: 1.8738 2020-10-07 14:41:56,578 - mmaction - INFO - Epoch [186][240/999] lr: 1.069e-01, eta: 19:55:07, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4474, top5_acc: 0.6909, loss_cls: 2.4894, loss: 2.4894, grad_norm: 1.8444 2020-10-07 14:42:16,671 - mmaction - INFO - Epoch [186][260/999] lr: 1.069e-01, eta: 19:54:45, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.5008, loss: 2.5008, grad_norm: 1.8672 2020-10-07 14:42:36,832 - mmaction - INFO - Epoch [186][280/999] lr: 1.069e-01, eta: 19:54:24, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.4497, top5_acc: 0.6936, loss_cls: 2.4677, loss: 2.4677, grad_norm: 1.8272 2020-10-07 14:42:56,899 - mmaction - INFO - Epoch [186][300/999] lr: 1.069e-01, eta: 19:54:02, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4439, top5_acc: 0.6845, loss_cls: 2.5404, loss: 2.5404, grad_norm: 1.8474 2020-10-07 14:43:17,025 - mmaction - INFO - Epoch [186][320/999] lr: 1.069e-01, eta: 19:53:40, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.4543, top5_acc: 0.6967, loss_cls: 2.4670, loss: 2.4670, grad_norm: 1.8611 2020-10-07 14:43:36,947 - mmaction - INFO - Epoch [186][340/999] lr: 1.069e-01, eta: 19:53:17, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4510, top5_acc: 0.6863, loss_cls: 2.4871, loss: 2.4871, grad_norm: 1.8256 2020-10-07 14:43:56,982 - mmaction - INFO - Epoch [186][360/999] lr: 1.069e-01, eta: 19:52:55, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4423, top5_acc: 0.6861, loss_cls: 2.5191, loss: 2.5191, grad_norm: 1.8421 2020-10-07 14:44:17,023 - mmaction - INFO - Epoch [186][380/999] lr: 1.069e-01, eta: 19:52:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4427, top5_acc: 0.6763, loss_cls: 2.5285, loss: 2.5285, grad_norm: 1.8506 2020-10-07 14:44:36,969 - mmaction - INFO - Epoch [186][400/999] lr: 1.069e-01, eta: 19:52:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4482, top5_acc: 0.6859, loss_cls: 2.5201, loss: 2.5201, grad_norm: 1.8439 2020-10-07 14:44:56,989 - mmaction - INFO - Epoch [186][420/999] lr: 1.069e-01, eta: 19:51:48, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4462, top5_acc: 0.6811, loss_cls: 2.5168, loss: 2.5168, grad_norm: 1.8717 2020-10-07 14:45:16,959 - mmaction - INFO - Epoch [186][440/999] lr: 1.069e-01, eta: 19:51:25, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4499, top5_acc: 0.6863, loss_cls: 2.4977, loss: 2.4977, grad_norm: 1.8875 2020-10-07 14:45:37,059 - mmaction - INFO - Epoch [186][460/999] lr: 1.069e-01, eta: 19:51:04, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4391, top5_acc: 0.6885, loss_cls: 2.5309, loss: 2.5309, grad_norm: 1.8862 2020-10-07 14:45:57,067 - mmaction - INFO - Epoch [186][480/999] lr: 1.069e-01, eta: 19:50:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4451, top5_acc: 0.6858, loss_cls: 2.5205, loss: 2.5205, grad_norm: 1.8662 2020-10-07 14:46:17,015 - mmaction - INFO - Epoch [186][500/999] lr: 1.069e-01, eta: 19:50:18, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4449, top5_acc: 0.6794, loss_cls: 2.5283, loss: 2.5283, grad_norm: 1.8589 2020-10-07 14:46:36,937 - mmaction - INFO - Epoch [186][520/999] lr: 1.069e-01, eta: 19:49:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4426, top5_acc: 0.6794, loss_cls: 2.5111, loss: 2.5111, grad_norm: 1.8475 2020-10-07 14:46:56,927 - mmaction - INFO - Epoch [186][540/999] lr: 1.069e-01, eta: 19:49:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4572, top5_acc: 0.6911, loss_cls: 2.4860, loss: 2.4860, grad_norm: 1.8411 2020-10-07 14:47:16,813 - mmaction - INFO - Epoch [186][560/999] lr: 1.069e-01, eta: 19:49:10, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4535, top5_acc: 0.6951, loss_cls: 2.4770, loss: 2.4770, grad_norm: 1.8398 2020-10-07 14:47:36,891 - mmaction - INFO - Epoch [186][580/999] lr: 1.069e-01, eta: 19:48:48, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4397, top5_acc: 0.6831, loss_cls: 2.5467, loss: 2.5467, grad_norm: 1.8800 2020-10-07 14:47:56,904 - mmaction - INFO - Epoch [186][600/999] lr: 1.069e-01, eta: 19:48:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6809, loss_cls: 2.5253, loss: 2.5253, grad_norm: 1.8354 2020-10-07 14:48:16,964 - mmaction - INFO - Epoch [186][620/999] lr: 1.069e-01, eta: 19:48:04, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4542, top5_acc: 0.6967, loss_cls: 2.4677, loss: 2.4677, grad_norm: 1.8449 2020-10-07 14:48:36,970 - mmaction - INFO - Epoch [186][640/999] lr: 1.069e-01, eta: 19:47:42, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4501, top5_acc: 0.6875, loss_cls: 2.5058, loss: 2.5058, grad_norm: 1.8494 2020-10-07 14:48:56,955 - mmaction - INFO - Epoch [186][660/999] lr: 1.069e-01, eta: 19:47:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4409, top5_acc: 0.6816, loss_cls: 2.5121, loss: 2.5121, grad_norm: 1.8666 2020-10-07 14:49:16,948 - mmaction - INFO - Epoch [186][680/999] lr: 1.069e-01, eta: 19:46:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4417, top5_acc: 0.6823, loss_cls: 2.5154, loss: 2.5154, grad_norm: 1.8684 2020-10-07 14:49:36,925 - mmaction - INFO - Epoch [186][700/999] lr: 1.069e-01, eta: 19:46:35, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4474, top5_acc: 0.6854, loss_cls: 2.5117, loss: 2.5117, grad_norm: 1.8956 2020-10-07 14:49:56,918 - mmaction - INFO - Epoch [186][720/999] lr: 1.069e-01, eta: 19:46:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4467, top5_acc: 0.6902, loss_cls: 2.4764, loss: 2.4764, grad_norm: 1.8431 2020-10-07 14:50:16,864 - mmaction - INFO - Epoch [186][740/999] lr: 1.069e-01, eta: 19:45:50, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4499, top5_acc: 0.6842, loss_cls: 2.5147, loss: 2.5147, grad_norm: 1.8708 2020-10-07 14:50:36,846 - mmaction - INFO - Epoch [186][760/999] lr: 1.069e-01, eta: 19:45:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4486, top5_acc: 0.6898, loss_cls: 2.5101, loss: 2.5101, grad_norm: 1.8584 2020-10-07 14:50:56,881 - mmaction - INFO - Epoch [186][780/999] lr: 1.069e-01, eta: 19:45:05, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4576, top5_acc: 0.6961, loss_cls: 2.4699, loss: 2.4699, grad_norm: 1.8566 2020-10-07 14:51:16,871 - mmaction - INFO - Epoch [186][800/999] lr: 1.069e-01, eta: 19:44:43, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4564, top5_acc: 0.6923, loss_cls: 2.4591, loss: 2.4591, grad_norm: 1.8412 2020-10-07 14:51:36,913 - mmaction - INFO - Epoch [186][820/999] lr: 1.069e-01, eta: 19:44:21, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4487, top5_acc: 0.6801, loss_cls: 2.5107, loss: 2.5107, grad_norm: 1.8483 2020-10-07 14:51:56,866 - mmaction - INFO - Epoch [186][840/999] lr: 1.069e-01, eta: 19:43:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4499, top5_acc: 0.6893, loss_cls: 2.4985, loss: 2.4985, grad_norm: 1.8481 2020-10-07 14:52:16,893 - mmaction - INFO - Epoch [186][860/999] lr: 1.069e-01, eta: 19:43:37, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4419, top5_acc: 0.6751, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.8729 2020-10-07 14:52:36,948 - mmaction - INFO - Epoch [186][880/999] lr: 1.069e-01, eta: 19:43:15, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4331, top5_acc: 0.6733, loss_cls: 2.5838, loss: 2.5838, grad_norm: 1.8554 2020-10-07 14:52:56,968 - mmaction - INFO - Epoch [186][900/999] lr: 1.069e-01, eta: 19:42:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6939, loss_cls: 2.5102, loss: 2.5102, grad_norm: 1.8617 2020-10-07 14:53:16,970 - mmaction - INFO - Epoch [186][920/999] lr: 1.069e-01, eta: 19:42:31, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4488, top5_acc: 0.6902, loss_cls: 2.4901, loss: 2.4901, grad_norm: 1.8840 2020-10-07 14:53:37,007 - mmaction - INFO - Epoch [186][940/999] lr: 1.069e-01, eta: 19:42:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4384, top5_acc: 0.6863, loss_cls: 2.5263, loss: 2.5263, grad_norm: 1.8659 2020-10-07 14:53:56,883 - mmaction - INFO - Epoch [186][960/999] lr: 1.069e-01, eta: 19:41:46, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4392, top5_acc: 0.6815, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.9112 2020-10-07 14:54:16,870 - mmaction - INFO - Epoch [186][980/999] lr: 1.069e-01, eta: 19:41:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4461, top5_acc: 0.6887, loss_cls: 2.5125, loss: 2.5125, grad_norm: 1.8949 2020-10-07 14:55:28,483 - mmaction - INFO - Epoch [187][20/999] lr: 1.040e-01, eta: 19:42:13, time: 2.617, data_time: 1.503, memory: 8478, top1_acc: 0.4495, top5_acc: 0.6943, loss_cls: 2.4758, loss: 2.4758, grad_norm: 1.8572 2020-10-07 14:55:48,109 - mmaction - INFO - Epoch [187][40/999] lr: 1.040e-01, eta: 19:41:48, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6924, loss_cls: 2.4814, loss: 2.4814, grad_norm: 1.8641 2020-10-07 14:56:07,924 - mmaction - INFO - Epoch [187][60/999] lr: 1.040e-01, eta: 19:41:25, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6936, loss_cls: 2.4729, loss: 2.4729, grad_norm: 1.8696 2020-10-07 14:56:27,950 - mmaction - INFO - Epoch [187][80/999] lr: 1.040e-01, eta: 19:41:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4585, top5_acc: 0.6945, loss_cls: 2.4630, loss: 2.4630, grad_norm: 1.8450 2020-10-07 14:56:47,916 - mmaction - INFO - Epoch [187][100/999] lr: 1.040e-01, eta: 19:40:40, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4517, top5_acc: 0.6995, loss_cls: 2.4484, loss: 2.4484, grad_norm: 1.8505 2020-10-07 14:57:07,923 - mmaction - INFO - Epoch [187][120/999] lr: 1.040e-01, eta: 19:40:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4417, top5_acc: 0.6846, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.8653 2020-10-07 14:57:28,000 - mmaction - INFO - Epoch [187][140/999] lr: 1.040e-01, eta: 19:39:56, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4613, top5_acc: 0.6987, loss_cls: 2.4400, loss: 2.4400, grad_norm: 1.8607 2020-10-07 14:57:48,112 - mmaction - INFO - Epoch [187][160/999] lr: 1.040e-01, eta: 19:39:35, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4503, top5_acc: 0.6871, loss_cls: 2.5003, loss: 2.5003, grad_norm: 1.8705 2020-10-07 14:58:08,128 - mmaction - INFO - Epoch [187][180/999] lr: 1.040e-01, eta: 19:39:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4492, top5_acc: 0.6934, loss_cls: 2.4710, loss: 2.4710, grad_norm: 1.8603 2020-10-07 14:58:28,177 - mmaction - INFO - Epoch [187][200/999] lr: 1.040e-01, eta: 19:38:50, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4510, top5_acc: 0.6839, loss_cls: 2.4953, loss: 2.4953, grad_norm: 1.8388 2020-10-07 14:58:48,196 - mmaction - INFO - Epoch [187][220/999] lr: 1.040e-01, eta: 19:38:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4533, top5_acc: 0.6844, loss_cls: 2.4782, loss: 2.4782, grad_norm: 1.8721 2020-10-07 14:59:08,177 - mmaction - INFO - Epoch [187][240/999] lr: 1.040e-01, eta: 19:38:06, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.4444, top5_acc: 0.6865, loss_cls: 2.5069, loss: 2.5069, grad_norm: 1.8610 2020-10-07 14:59:28,216 - mmaction - INFO - Epoch [187][260/999] lr: 1.040e-01, eta: 19:37:44, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4457, top5_acc: 0.6918, loss_cls: 2.5066, loss: 2.5066, grad_norm: 1.8664 2020-10-07 14:59:48,190 - mmaction - INFO - Epoch [187][280/999] lr: 1.040e-01, eta: 19:37:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4469, top5_acc: 0.6853, loss_cls: 2.5070, loss: 2.5070, grad_norm: 1.8598 2020-10-07 15:00:08,941 - mmaction - INFO - Epoch [187][300/999] lr: 1.040e-01, eta: 19:37:04, time: 1.038, data_time: 0.003, memory: 8478, top1_acc: 0.4486, top5_acc: 0.6898, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.8885 2020-10-07 15:00:29,757 - mmaction - INFO - Epoch [187][320/999] lr: 1.040e-01, eta: 19:36:48, time: 1.041, data_time: 0.003, memory: 8478, top1_acc: 0.4406, top5_acc: 0.6868, loss_cls: 2.5230, loss: 2.5230, grad_norm: 1.8933 2020-10-07 15:00:49,772 - mmaction - INFO - Epoch [187][340/999] lr: 1.040e-01, eta: 19:36:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4462, top5_acc: 0.6874, loss_cls: 2.5054, loss: 2.5054, grad_norm: 1.8817 2020-10-07 15:01:09,759 - mmaction - INFO - Epoch [187][360/999] lr: 1.040e-01, eta: 19:36:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4503, top5_acc: 0.6895, loss_cls: 2.4811, loss: 2.4811, grad_norm: 1.8731 2020-10-07 15:01:29,749 - mmaction - INFO - Epoch [187][380/999] lr: 1.040e-01, eta: 19:35:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4469, top5_acc: 0.6964, loss_cls: 2.4670, loss: 2.4670, grad_norm: 1.8908 2020-10-07 15:01:49,763 - mmaction - INFO - Epoch [187][400/999] lr: 1.040e-01, eta: 19:35:19, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4514, top5_acc: 0.6987, loss_cls: 2.4532, loss: 2.4532, grad_norm: 1.8763 2020-10-07 15:02:09,823 - mmaction - INFO - Epoch [187][420/999] lr: 1.040e-01, eta: 19:34:57, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4581, top5_acc: 0.6964, loss_cls: 2.4609, loss: 2.4609, grad_norm: 1.8555 2020-10-07 15:02:29,814 - mmaction - INFO - Epoch [187][440/999] lr: 1.040e-01, eta: 19:34:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4517, top5_acc: 0.6865, loss_cls: 2.4740, loss: 2.4740, grad_norm: 1.8790 2020-10-07 15:02:49,985 - mmaction - INFO - Epoch [187][460/999] lr: 1.040e-01, eta: 19:34:14, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4508, top5_acc: 0.6978, loss_cls: 2.4648, loss: 2.4648, grad_norm: 1.8838 2020-10-07 15:03:10,146 - mmaction - INFO - Epoch [187][480/999] lr: 1.040e-01, eta: 19:33:53, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4516, top5_acc: 0.6921, loss_cls: 2.4849, loss: 2.4849, grad_norm: 1.8778 2020-10-07 15:03:30,179 - mmaction - INFO - Epoch [187][500/999] lr: 1.040e-01, eta: 19:33:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4411, top5_acc: 0.6919, loss_cls: 2.4827, loss: 2.4827, grad_norm: 1.9032 2020-10-07 15:03:50,266 - mmaction - INFO - Epoch [187][520/999] lr: 1.040e-01, eta: 19:33:09, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4583, top5_acc: 0.6980, loss_cls: 2.4488, loss: 2.4488, grad_norm: 1.8792 2020-10-07 15:04:10,436 - mmaction - INFO - Epoch [187][540/999] lr: 1.040e-01, eta: 19:32:48, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4456, top5_acc: 0.6905, loss_cls: 2.5003, loss: 2.5003, grad_norm: 1.8625 2020-10-07 15:04:30,421 - mmaction - INFO - Epoch [187][560/999] lr: 1.040e-01, eta: 19:32:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4496, top5_acc: 0.6882, loss_cls: 2.4943, loss: 2.4943, grad_norm: 1.9072 2020-10-07 15:04:50,538 - mmaction - INFO - Epoch [187][580/999] lr: 1.040e-01, eta: 19:32:05, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4430, top5_acc: 0.6882, loss_cls: 2.5098, loss: 2.5098, grad_norm: 1.8913 2020-10-07 15:05:10,603 - mmaction - INFO - Epoch [187][600/999] lr: 1.040e-01, eta: 19:31:43, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6858, loss_cls: 2.5160, loss: 2.5160, grad_norm: 1.8744 2020-10-07 15:05:30,773 - mmaction - INFO - Epoch [187][620/999] lr: 1.040e-01, eta: 19:31:22, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6872, loss_cls: 2.5095, loss: 2.5095, grad_norm: 1.8711 2020-10-07 15:05:50,863 - mmaction - INFO - Epoch [187][640/999] lr: 1.040e-01, eta: 19:31:00, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4470, top5_acc: 0.6865, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.8842 2020-10-07 15:06:10,825 - mmaction - INFO - Epoch [187][660/999] lr: 1.040e-01, eta: 19:30:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4435, top5_acc: 0.6832, loss_cls: 2.5256, loss: 2.5256, grad_norm: 1.9045 2020-10-07 15:06:30,934 - mmaction - INFO - Epoch [187][680/999] lr: 1.040e-01, eta: 19:30:17, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.4426, top5_acc: 0.6859, loss_cls: 2.5218, loss: 2.5218, grad_norm: 1.8736 2020-10-07 15:06:51,078 - mmaction - INFO - Epoch [187][700/999] lr: 1.040e-01, eta: 19:29:55, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4448, top5_acc: 0.6840, loss_cls: 2.5205, loss: 2.5205, grad_norm: 1.8841 2020-10-07 15:07:11,233 - mmaction - INFO - Epoch [187][720/999] lr: 1.040e-01, eta: 19:29:34, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4422, top5_acc: 0.6872, loss_cls: 2.5048, loss: 2.5048, grad_norm: 1.8774 2020-10-07 15:07:31,254 - mmaction - INFO - Epoch [187][740/999] lr: 1.040e-01, eta: 19:29:12, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4501, top5_acc: 0.6891, loss_cls: 2.4924, loss: 2.4924, grad_norm: 1.8839 2020-10-07 15:07:51,269 - mmaction - INFO - Epoch [187][760/999] lr: 1.040e-01, eta: 19:28:50, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4392, top5_acc: 0.6844, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.8773 2020-10-07 15:08:11,408 - mmaction - INFO - Epoch [187][780/999] lr: 1.040e-01, eta: 19:28:29, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.4422, top5_acc: 0.6806, loss_cls: 2.5411, loss: 2.5411, grad_norm: 1.8872 2020-10-07 15:08:31,516 - mmaction - INFO - Epoch [187][800/999] lr: 1.040e-01, eta: 19:28:08, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4484, top5_acc: 0.6904, loss_cls: 2.4732, loss: 2.4732, grad_norm: 1.8597 2020-10-07 15:08:51,681 - mmaction - INFO - Epoch [187][820/999] lr: 1.040e-01, eta: 19:27:47, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4479, top5_acc: 0.6867, loss_cls: 2.4933, loss: 2.4933, grad_norm: 1.8942 2020-10-07 15:09:11,675 - mmaction - INFO - Epoch [187][840/999] lr: 1.040e-01, eta: 19:27:25, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4443, top5_acc: 0.6852, loss_cls: 2.5259, loss: 2.5259, grad_norm: 1.9022 2020-10-07 15:09:31,868 - mmaction - INFO - Epoch [187][860/999] lr: 1.040e-01, eta: 19:27:04, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.4507, top5_acc: 0.6917, loss_cls: 2.4926, loss: 2.4926, grad_norm: 1.8738 2020-10-07 15:09:51,934 - mmaction - INFO - Epoch [187][880/999] lr: 1.040e-01, eta: 19:26:42, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6784, loss_cls: 2.5138, loss: 2.5138, grad_norm: 1.8788 2020-10-07 15:10:11,997 - mmaction - INFO - Epoch [187][900/999] lr: 1.040e-01, eta: 19:26:21, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4509, top5_acc: 0.6882, loss_cls: 2.4971, loss: 2.4971, grad_norm: 1.8702 2020-10-07 15:10:32,006 - mmaction - INFO - Epoch [187][920/999] lr: 1.040e-01, eta: 19:25:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4445, top5_acc: 0.6818, loss_cls: 2.5173, loss: 2.5173, grad_norm: 1.8722 2020-10-07 15:10:52,109 - mmaction - INFO - Epoch [187][940/999] lr: 1.040e-01, eta: 19:25:37, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4549, top5_acc: 0.6809, loss_cls: 2.4888, loss: 2.4888, grad_norm: 1.8534 2020-10-07 15:11:12,181 - mmaction - INFO - Epoch [187][960/999] lr: 1.040e-01, eta: 19:25:16, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6943, loss_cls: 2.5031, loss: 2.5031, grad_norm: 1.8836 2020-10-07 15:11:32,291 - mmaction - INFO - Epoch [187][980/999] lr: 1.040e-01, eta: 19:24:55, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4413, top5_acc: 0.6809, loss_cls: 2.5574, loss: 2.5574, grad_norm: 1.9039 2020-10-07 15:12:45,602 - mmaction - INFO - Epoch [188][20/999] lr: 1.013e-01, eta: 19:25:36, time: 2.626, data_time: 1.602, memory: 8478, top1_acc: 0.4539, top5_acc: 0.6965, loss_cls: 2.4622, loss: 2.4622, grad_norm: 1.9273 2020-10-07 15:13:05,237 - mmaction - INFO - Epoch [188][40/999] lr: 1.013e-01, eta: 19:25:12, time: 0.983, data_time: 0.004, memory: 8478, top1_acc: 0.4618, top5_acc: 0.6893, loss_cls: 2.4496, loss: 2.4496, grad_norm: 1.8756 2020-10-07 15:13:25,081 - mmaction - INFO - Epoch [188][60/999] lr: 1.013e-01, eta: 19:24:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4547, top5_acc: 0.6979, loss_cls: 2.4684, loss: 2.4684, grad_norm: 1.8830 2020-10-07 15:13:45,055 - mmaction - INFO - Epoch [188][80/999] lr: 1.013e-01, eta: 19:24:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4486, top5_acc: 0.6970, loss_cls: 2.4772, loss: 2.4772, grad_norm: 1.8845 2020-10-07 15:14:05,139 - mmaction - INFO - Epoch [188][100/999] lr: 1.013e-01, eta: 19:24:05, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4500, top5_acc: 0.6865, loss_cls: 2.4993, loss: 2.4993, grad_norm: 1.8928 2020-10-07 15:14:25,266 - mmaction - INFO - Epoch [188][120/999] lr: 1.013e-01, eta: 19:23:44, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4495, top5_acc: 0.6921, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.9100 2020-10-07 15:14:45,321 - mmaction - INFO - Epoch [188][140/999] lr: 1.013e-01, eta: 19:23:22, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4574, top5_acc: 0.6897, loss_cls: 2.4807, loss: 2.4807, grad_norm: 1.8687 2020-10-07 15:15:05,355 - mmaction - INFO - Epoch [188][160/999] lr: 1.013e-01, eta: 19:23:00, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4530, top5_acc: 0.6991, loss_cls: 2.4632, loss: 2.4632, grad_norm: 1.8759 2020-10-07 15:15:25,432 - mmaction - INFO - Epoch [188][180/999] lr: 1.013e-01, eta: 19:22:39, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4608, top5_acc: 0.6958, loss_cls: 2.4540, loss: 2.4540, grad_norm: 1.8905 2020-10-07 15:15:45,438 - mmaction - INFO - Epoch [188][200/999] lr: 1.013e-01, eta: 19:22:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4607, top5_acc: 0.6969, loss_cls: 2.4357, loss: 2.4357, grad_norm: 1.8821 2020-10-07 15:16:05,576 - mmaction - INFO - Epoch [188][220/999] lr: 1.013e-01, eta: 19:21:55, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6861, loss_cls: 2.4999, loss: 2.4999, grad_norm: 1.8928 2020-10-07 15:16:25,547 - mmaction - INFO - Epoch [188][240/999] lr: 1.013e-01, eta: 19:21:33, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4612, top5_acc: 0.6974, loss_cls: 2.4360, loss: 2.4360, grad_norm: 1.8770 2020-10-07 15:16:45,634 - mmaction - INFO - Epoch [188][260/999] lr: 1.013e-01, eta: 19:21:11, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4518, top5_acc: 0.6944, loss_cls: 2.4647, loss: 2.4647, grad_norm: 1.8778 2020-10-07 15:17:05,625 - mmaction - INFO - Epoch [188][280/999] lr: 1.013e-01, eta: 19:20:49, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4559, top5_acc: 0.7005, loss_cls: 2.4503, loss: 2.4503, grad_norm: 1.8659 2020-10-07 15:17:25,805 - mmaction - INFO - Epoch [188][300/999] lr: 1.013e-01, eta: 19:20:28, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4608, top5_acc: 0.6974, loss_cls: 2.4472, loss: 2.4472, grad_norm: 1.9000 2020-10-07 15:17:45,852 - mmaction - INFO - Epoch [188][320/999] lr: 1.013e-01, eta: 19:20:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4462, top5_acc: 0.6918, loss_cls: 2.4967, loss: 2.4967, grad_norm: 1.8932 2020-10-07 15:18:05,927 - mmaction - INFO - Epoch [188][340/999] lr: 1.013e-01, eta: 19:19:45, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4431, top5_acc: 0.6891, loss_cls: 2.4919, loss: 2.4919, grad_norm: 1.8989 2020-10-07 15:18:26,012 - mmaction - INFO - Epoch [188][360/999] lr: 1.013e-01, eta: 19:19:23, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4525, top5_acc: 0.7012, loss_cls: 2.4527, loss: 2.4527, grad_norm: 1.8993 2020-10-07 15:18:46,017 - mmaction - INFO - Epoch [188][380/999] lr: 1.013e-01, eta: 19:19:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6865, loss_cls: 2.5006, loss: 2.5006, grad_norm: 1.8902 2020-10-07 15:19:06,126 - mmaction - INFO - Epoch [188][400/999] lr: 1.013e-01, eta: 19:18:40, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.4461, top5_acc: 0.6849, loss_cls: 2.4970, loss: 2.4970, grad_norm: 1.8824 2020-10-07 15:19:26,228 - mmaction - INFO - Epoch [188][420/999] lr: 1.013e-01, eta: 19:18:19, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4415, top5_acc: 0.6818, loss_cls: 2.5490, loss: 2.5490, grad_norm: 1.8885 2020-10-07 15:19:46,283 - mmaction - INFO - Epoch [188][440/999] lr: 1.013e-01, eta: 19:17:57, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4452, top5_acc: 0.6866, loss_cls: 2.4893, loss: 2.4893, grad_norm: 1.8826 2020-10-07 15:20:06,341 - mmaction - INFO - Epoch [188][460/999] lr: 1.013e-01, eta: 19:17:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4569, top5_acc: 0.6954, loss_cls: 2.4597, loss: 2.4597, grad_norm: 1.8784 2020-10-07 15:20:26,355 - mmaction - INFO - Epoch [188][480/999] lr: 1.013e-01, eta: 19:17:13, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4596, top5_acc: 0.6931, loss_cls: 2.4334, loss: 2.4334, grad_norm: 1.8804 2020-10-07 15:20:46,557 - mmaction - INFO - Epoch [188][500/999] lr: 1.013e-01, eta: 19:16:53, time: 1.011, data_time: 0.002, memory: 8478, top1_acc: 0.4516, top5_acc: 0.6908, loss_cls: 2.4929, loss: 2.4929, grad_norm: 1.9185 2020-10-07 15:21:06,601 - mmaction - INFO - Epoch [188][520/999] lr: 1.013e-01, eta: 19:16:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4441, top5_acc: 0.6792, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.9244 2020-10-07 15:21:26,703 - mmaction - INFO - Epoch [188][540/999] lr: 1.013e-01, eta: 19:16:09, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4525, top5_acc: 0.6974, loss_cls: 2.4803, loss: 2.4803, grad_norm: 1.8889 2020-10-07 15:21:46,816 - mmaction - INFO - Epoch [188][560/999] lr: 1.013e-01, eta: 19:15:48, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4535, top5_acc: 0.6958, loss_cls: 2.4420, loss: 2.4420, grad_norm: 1.8813 2020-10-07 15:22:06,884 - mmaction - INFO - Epoch [188][580/999] lr: 1.013e-01, eta: 19:15:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4483, top5_acc: 0.6876, loss_cls: 2.4931, loss: 2.4931, grad_norm: 1.9066 2020-10-07 15:22:26,918 - mmaction - INFO - Epoch [188][600/999] lr: 1.013e-01, eta: 19:15:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4474, top5_acc: 0.6913, loss_cls: 2.4697, loss: 2.4697, grad_norm: 1.8861 2020-10-07 15:22:47,049 - mmaction - INFO - Epoch [188][620/999] lr: 1.013e-01, eta: 19:14:44, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4415, top5_acc: 0.6842, loss_cls: 2.5284, loss: 2.5284, grad_norm: 1.8768 2020-10-07 15:23:07,098 - mmaction - INFO - Epoch [188][640/999] lr: 1.013e-01, eta: 19:14:22, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4478, top5_acc: 0.6900, loss_cls: 2.4892, loss: 2.4892, grad_norm: 1.8840 2020-10-07 15:23:27,079 - mmaction - INFO - Epoch [188][660/999] lr: 1.013e-01, eta: 19:14:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4522, top5_acc: 0.6888, loss_cls: 2.4847, loss: 2.4847, grad_norm: 1.8871 2020-10-07 15:23:47,110 - mmaction - INFO - Epoch [188][680/999] lr: 1.013e-01, eta: 19:13:38, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4492, top5_acc: 0.6931, loss_cls: 2.4751, loss: 2.4751, grad_norm: 1.9066 2020-10-07 15:24:07,051 - mmaction - INFO - Epoch [188][700/999] lr: 1.013e-01, eta: 19:13:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4497, top5_acc: 0.6923, loss_cls: 2.4828, loss: 2.4828, grad_norm: 1.8584 2020-10-07 15:24:27,042 - mmaction - INFO - Epoch [188][720/999] lr: 1.013e-01, eta: 19:12:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4496, top5_acc: 0.6884, loss_cls: 2.4844, loss: 2.4844, grad_norm: 1.9184 2020-10-07 15:24:47,144 - mmaction - INFO - Epoch [188][740/999] lr: 1.013e-01, eta: 19:12:32, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4497, top5_acc: 0.6947, loss_cls: 2.4751, loss: 2.4751, grad_norm: 1.9140 2020-10-07 15:25:07,159 - mmaction - INFO - Epoch [188][760/999] lr: 1.013e-01, eta: 19:12:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4496, top5_acc: 0.6909, loss_cls: 2.4721, loss: 2.4721, grad_norm: 1.8861 2020-10-07 15:25:27,183 - mmaction - INFO - Epoch [188][780/999] lr: 1.013e-01, eta: 19:11:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4535, top5_acc: 0.6876, loss_cls: 2.4847, loss: 2.4847, grad_norm: 1.8817 2020-10-07 15:25:47,190 - mmaction - INFO - Epoch [188][800/999] lr: 1.013e-01, eta: 19:11:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4466, top5_acc: 0.6816, loss_cls: 2.5051, loss: 2.5051, grad_norm: 1.8986 2020-10-07 15:26:07,145 - mmaction - INFO - Epoch [188][820/999] lr: 1.013e-01, eta: 19:11:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4465, top5_acc: 0.6840, loss_cls: 2.5144, loss: 2.5144, grad_norm: 1.9139 2020-10-07 15:26:27,078 - mmaction - INFO - Epoch [188][840/999] lr: 1.013e-01, eta: 19:10:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4503, top5_acc: 0.6921, loss_cls: 2.4876, loss: 2.4876, grad_norm: 1.9033 2020-10-07 15:26:47,141 - mmaction - INFO - Epoch [188][860/999] lr: 1.013e-01, eta: 19:10:21, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4564, top5_acc: 0.6983, loss_cls: 2.4581, loss: 2.4581, grad_norm: 1.8758 2020-10-07 15:27:07,148 - mmaction - INFO - Epoch [188][880/999] lr: 1.013e-01, eta: 19:09:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4443, top5_acc: 0.6918, loss_cls: 2.4945, loss: 2.4945, grad_norm: 1.8741 2020-10-07 15:27:27,125 - mmaction - INFO - Epoch [188][900/999] lr: 1.013e-01, eta: 19:09:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4512, top5_acc: 0.6905, loss_cls: 2.5039, loss: 2.5039, grad_norm: 1.9031 2020-10-07 15:27:47,086 - mmaction - INFO - Epoch [188][920/999] lr: 1.013e-01, eta: 19:09:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4504, top5_acc: 0.6948, loss_cls: 2.4844, loss: 2.4844, grad_norm: 1.8926 2020-10-07 15:28:07,022 - mmaction - INFO - Epoch [188][940/999] lr: 1.013e-01, eta: 19:08:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4527, top5_acc: 0.6880, loss_cls: 2.4850, loss: 2.4850, grad_norm: 1.8937 2020-10-07 15:28:27,040 - mmaction - INFO - Epoch [188][960/999] lr: 1.013e-01, eta: 19:08:31, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4503, top5_acc: 0.6940, loss_cls: 2.4836, loss: 2.4836, grad_norm: 1.8840 2020-10-07 15:28:47,089 - mmaction - INFO - Epoch [188][980/999] lr: 1.013e-01, eta: 19:08:10, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4592, top5_acc: 0.6934, loss_cls: 2.4589, loss: 2.4589, grad_norm: 1.8980 2020-10-07 15:29:56,784 - mmaction - INFO - Epoch [189][20/999] lr: 9.853e-02, eta: 19:08:32, time: 2.524, data_time: 1.490, memory: 8478, top1_acc: 0.4583, top5_acc: 0.6990, loss_cls: 2.4550, loss: 2.4550, grad_norm: 1.8688 2020-10-07 15:30:17,380 - mmaction - INFO - Epoch [189][40/999] lr: 9.853e-02, eta: 19:08:14, time: 1.031, data_time: 0.003, memory: 8478, top1_acc: 0.4581, top5_acc: 0.6948, loss_cls: 2.4554, loss: 2.4554, grad_norm: 1.8887 2020-10-07 15:30:37,231 - mmaction - INFO - Epoch [189][60/999] lr: 9.853e-02, eta: 19:07:51, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4592, top5_acc: 0.6977, loss_cls: 2.4185, loss: 2.4185, grad_norm: 1.8924 2020-10-07 15:30:57,318 - mmaction - INFO - Epoch [189][80/999] lr: 9.853e-02, eta: 19:07:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4562, top5_acc: 0.6974, loss_cls: 2.4402, loss: 2.4402, grad_norm: 1.9158 2020-10-07 15:31:17,339 - mmaction - INFO - Epoch [189][100/999] lr: 9.853e-02, eta: 19:07:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4517, top5_acc: 0.6949, loss_cls: 2.4761, loss: 2.4761, grad_norm: 1.9134 2020-10-07 15:31:37,367 - mmaction - INFO - Epoch [189][120/999] lr: 9.853e-02, eta: 19:06:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4565, top5_acc: 0.6987, loss_cls: 2.4549, loss: 2.4549, grad_norm: 1.9044 2020-10-07 15:31:57,427 - mmaction - INFO - Epoch [189][140/999] lr: 9.853e-02, eta: 19:06:24, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4509, top5_acc: 0.6937, loss_cls: 2.4923, loss: 2.4923, grad_norm: 1.8868 2020-10-07 15:32:17,435 - mmaction - INFO - Epoch [189][160/999] lr: 9.853e-02, eta: 19:06:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4503, top5_acc: 0.6949, loss_cls: 2.4407, loss: 2.4407, grad_norm: 1.9060 2020-10-07 15:32:37,470 - mmaction - INFO - Epoch [189][180/999] lr: 9.853e-02, eta: 19:05:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4603, top5_acc: 0.6953, loss_cls: 2.4404, loss: 2.4404, grad_norm: 1.8927 2020-10-07 15:32:57,482 - mmaction - INFO - Epoch [189][200/999] lr: 9.853e-02, eta: 19:05:19, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4630, top5_acc: 0.7027, loss_cls: 2.4260, loss: 2.4260, grad_norm: 1.8821 2020-10-07 15:33:17,532 - mmaction - INFO - Epoch [189][220/999] lr: 9.853e-02, eta: 19:04:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4553, top5_acc: 0.6969, loss_cls: 2.4545, loss: 2.4545, grad_norm: 1.8818 2020-10-07 15:33:37,613 - mmaction - INFO - Epoch [189][240/999] lr: 9.853e-02, eta: 19:04:36, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4458, top5_acc: 0.6909, loss_cls: 2.4907, loss: 2.4907, grad_norm: 1.9388 2020-10-07 15:33:57,666 - mmaction - INFO - Epoch [189][260/999] lr: 9.853e-02, eta: 19:04:14, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4470, top5_acc: 0.6878, loss_cls: 2.4845, loss: 2.4845, grad_norm: 1.9389 2020-10-07 15:34:17,728 - mmaction - INFO - Epoch [189][280/999] lr: 9.853e-02, eta: 19:03:52, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4605, top5_acc: 0.6964, loss_cls: 2.4573, loss: 2.4573, grad_norm: 1.8779 2020-10-07 15:34:37,795 - mmaction - INFO - Epoch [189][300/999] lr: 9.853e-02, eta: 19:03:31, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4529, top5_acc: 0.6954, loss_cls: 2.4793, loss: 2.4793, grad_norm: 1.9219 2020-10-07 15:34:57,993 - mmaction - INFO - Epoch [189][320/999] lr: 9.853e-02, eta: 19:03:10, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4538, top5_acc: 0.6988, loss_cls: 2.4382, loss: 2.4382, grad_norm: 1.9080 2020-10-07 15:35:18,136 - mmaction - INFO - Epoch [189][340/999] lr: 9.853e-02, eta: 19:02:49, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4467, top5_acc: 0.6921, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.9287 2020-10-07 15:35:38,022 - mmaction - INFO - Epoch [189][360/999] lr: 9.853e-02, eta: 19:02:26, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4622, top5_acc: 0.6951, loss_cls: 2.4475, loss: 2.4475, grad_norm: 1.8989 2020-10-07 15:35:58,003 - mmaction - INFO - Epoch [189][380/999] lr: 9.853e-02, eta: 19:02:05, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4557, top5_acc: 0.7022, loss_cls: 2.4228, loss: 2.4228, grad_norm: 1.9233 2020-10-07 15:36:18,033 - mmaction - INFO - Epoch [189][400/999] lr: 9.853e-02, eta: 19:01:43, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4474, top5_acc: 0.6854, loss_cls: 2.5020, loss: 2.5020, grad_norm: 1.9312 2020-10-07 15:36:38,071 - mmaction - INFO - Epoch [189][420/999] lr: 9.853e-02, eta: 19:01:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4495, top5_acc: 0.6945, loss_cls: 2.4618, loss: 2.4618, grad_norm: 1.9300 2020-10-07 15:36:58,113 - mmaction - INFO - Epoch [189][440/999] lr: 9.853e-02, eta: 19:01:00, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4517, top5_acc: 0.6845, loss_cls: 2.4913, loss: 2.4913, grad_norm: 1.9089 2020-10-07 15:37:18,147 - mmaction - INFO - Epoch [189][460/999] lr: 9.853e-02, eta: 19:00:38, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4454, top5_acc: 0.6949, loss_cls: 2.4803, loss: 2.4803, grad_norm: 1.9336 2020-10-07 15:37:38,167 - mmaction - INFO - Epoch [189][480/999] lr: 9.853e-02, eta: 19:00:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4628, top5_acc: 0.6957, loss_cls: 2.4542, loss: 2.4542, grad_norm: 1.8987 2020-10-07 15:37:58,301 - mmaction - INFO - Epoch [189][500/999] lr: 9.853e-02, eta: 18:59:55, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4542, top5_acc: 0.6993, loss_cls: 2.4472, loss: 2.4472, grad_norm: 1.8957 2020-10-07 15:38:18,293 - mmaction - INFO - Epoch [189][520/999] lr: 9.853e-02, eta: 18:59:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4508, top5_acc: 0.6926, loss_cls: 2.4717, loss: 2.4717, grad_norm: 1.9073 2020-10-07 15:38:38,290 - mmaction - INFO - Epoch [189][540/999] lr: 9.853e-02, eta: 18:59:11, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4564, top5_acc: 0.6919, loss_cls: 2.4462, loss: 2.4462, grad_norm: 1.9260 2020-10-07 15:38:58,226 - mmaction - INFO - Epoch [189][560/999] lr: 9.853e-02, eta: 18:58:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4491, top5_acc: 0.6833, loss_cls: 2.5227, loss: 2.5227, grad_norm: 1.8985 2020-10-07 15:39:18,240 - mmaction - INFO - Epoch [189][580/999] lr: 9.853e-02, eta: 18:58:27, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4522, top5_acc: 0.6975, loss_cls: 2.4539, loss: 2.4539, grad_norm: 1.9067 2020-10-07 15:39:38,197 - mmaction - INFO - Epoch [189][600/999] lr: 9.853e-02, eta: 18:58:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4499, top5_acc: 0.6973, loss_cls: 2.4663, loss: 2.4663, grad_norm: 1.9064 2020-10-07 15:39:58,176 - mmaction - INFO - Epoch [189][620/999] lr: 9.853e-02, eta: 18:57:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4491, top5_acc: 0.6891, loss_cls: 2.4903, loss: 2.4903, grad_norm: 1.8968 2020-10-07 15:40:18,205 - mmaction - INFO - Epoch [189][640/999] lr: 9.853e-02, eta: 18:57:22, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4581, top5_acc: 0.6957, loss_cls: 2.4552, loss: 2.4552, grad_norm: 1.9082 2020-10-07 15:40:38,266 - mmaction - INFO - Epoch [189][660/999] lr: 9.853e-02, eta: 18:57:00, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4576, top5_acc: 0.6965, loss_cls: 2.4530, loss: 2.4530, grad_norm: 1.9229 2020-10-07 15:40:58,201 - mmaction - INFO - Epoch [189][680/999] lr: 9.853e-02, eta: 18:56:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4583, top5_acc: 0.6910, loss_cls: 2.4691, loss: 2.4691, grad_norm: 1.8954 2020-10-07 15:41:18,149 - mmaction - INFO - Epoch [189][700/999] lr: 9.853e-02, eta: 18:56:16, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4512, top5_acc: 0.6871, loss_cls: 2.4910, loss: 2.4910, grad_norm: 1.9159 2020-10-07 15:41:38,190 - mmaction - INFO - Epoch [189][720/999] lr: 9.853e-02, eta: 18:55:55, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4648, top5_acc: 0.6971, loss_cls: 2.4250, loss: 2.4250, grad_norm: 1.8934 2020-10-07 15:41:58,141 - mmaction - INFO - Epoch [189][740/999] lr: 9.853e-02, eta: 18:55:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4538, top5_acc: 0.6862, loss_cls: 2.5026, loss: 2.5026, grad_norm: 1.9207 2020-10-07 15:42:18,133 - mmaction - INFO - Epoch [189][760/999] lr: 9.853e-02, eta: 18:55:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4499, top5_acc: 0.6859, loss_cls: 2.5050, loss: 2.5050, grad_norm: 1.9288 2020-10-07 15:42:38,126 - mmaction - INFO - Epoch [189][780/999] lr: 9.853e-02, eta: 18:54:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4642, top5_acc: 0.6944, loss_cls: 2.4495, loss: 2.4495, grad_norm: 1.9075 2020-10-07 15:42:58,173 - mmaction - INFO - Epoch [189][800/999] lr: 9.853e-02, eta: 18:54:28, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4452, top5_acc: 0.6892, loss_cls: 2.4904, loss: 2.4904, grad_norm: 1.9294 2020-10-07 15:43:18,239 - mmaction - INFO - Epoch [189][820/999] lr: 9.853e-02, eta: 18:54:06, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4552, top5_acc: 0.6958, loss_cls: 2.4693, loss: 2.4693, grad_norm: 1.9047 2020-10-07 15:43:38,245 - mmaction - INFO - Epoch [189][840/999] lr: 9.853e-02, eta: 18:53:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4568, top5_acc: 0.6962, loss_cls: 2.4667, loss: 2.4667, grad_norm: 1.9230 2020-10-07 15:43:58,342 - mmaction - INFO - Epoch [189][860/999] lr: 9.853e-02, eta: 18:53:23, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4526, top5_acc: 0.6867, loss_cls: 2.4599, loss: 2.4599, grad_norm: 1.9086 2020-10-07 15:44:18,329 - mmaction - INFO - Epoch [189][880/999] lr: 9.853e-02, eta: 18:53:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4523, top5_acc: 0.6865, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.9017 2020-10-07 15:44:38,359 - mmaction - INFO - Epoch [189][900/999] lr: 9.853e-02, eta: 18:52:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4467, top5_acc: 0.6923, loss_cls: 2.4830, loss: 2.4830, grad_norm: 1.9290 2020-10-07 15:44:58,394 - mmaction - INFO - Epoch [189][920/999] lr: 9.853e-02, eta: 18:52:18, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4491, top5_acc: 0.6812, loss_cls: 2.5083, loss: 2.5083, grad_norm: 1.9076 2020-10-07 15:45:18,452 - mmaction - INFO - Epoch [189][940/999] lr: 9.853e-02, eta: 18:51:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4512, top5_acc: 0.6893, loss_cls: 2.4835, loss: 2.4835, grad_norm: 1.9013 2020-10-07 15:45:38,431 - mmaction - INFO - Epoch [189][960/999] lr: 9.853e-02, eta: 18:51:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4514, top5_acc: 0.6954, loss_cls: 2.4503, loss: 2.4503, grad_norm: 1.8945 2020-10-07 15:45:58,408 - mmaction - INFO - Epoch [189][980/999] lr: 9.853e-02, eta: 18:51:13, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4592, top5_acc: 0.6952, loss_cls: 2.4429, loss: 2.4429, grad_norm: 1.9209 2020-10-07 15:47:07,627 - mmaction - INFO - Epoch [190][20/999] lr: 9.582e-02, eta: 18:51:28, time: 2.502, data_time: 1.490, memory: 8478, top1_acc: 0.4518, top5_acc: 0.6921, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.9201 2020-10-07 15:47:27,204 - mmaction - INFO - Epoch [190][40/999] lr: 9.582e-02, eta: 18:51:04, time: 0.979, data_time: 0.003, memory: 8478, top1_acc: 0.4552, top5_acc: 0.6964, loss_cls: 2.4518, loss: 2.4518, grad_norm: 1.8956 2020-10-07 15:47:47,154 - mmaction - INFO - Epoch [190][60/999] lr: 9.582e-02, eta: 18:50:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4658, top5_acc: 0.7126, loss_cls: 2.3911, loss: 2.3911, grad_norm: 1.8935 2020-10-07 15:48:07,076 - mmaction - INFO - Epoch [190][80/999] lr: 9.582e-02, eta: 18:50:20, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4568, top5_acc: 0.7018, loss_cls: 2.4177, loss: 2.4177, grad_norm: 1.9377 2020-10-07 15:48:27,063 - mmaction - INFO - Epoch [190][100/999] lr: 9.582e-02, eta: 18:49:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4607, top5_acc: 0.6993, loss_cls: 2.4328, loss: 2.4328, grad_norm: 1.9217 2020-10-07 15:48:47,083 - mmaction - INFO - Epoch [190][120/999] lr: 9.582e-02, eta: 18:49:36, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4615, top5_acc: 0.7077, loss_cls: 2.3939, loss: 2.3939, grad_norm: 1.9288 2020-10-07 15:49:07,135 - mmaction - INFO - Epoch [190][140/999] lr: 9.582e-02, eta: 18:49:15, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4600, top5_acc: 0.7023, loss_cls: 2.4152, loss: 2.4152, grad_norm: 1.8926 2020-10-07 15:49:27,168 - mmaction - INFO - Epoch [190][160/999] lr: 9.582e-02, eta: 18:48:53, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4714, top5_acc: 0.7094, loss_cls: 2.3943, loss: 2.3943, grad_norm: 1.8935 2020-10-07 15:49:47,255 - mmaction - INFO - Epoch [190][180/999] lr: 9.582e-02, eta: 18:48:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4526, top5_acc: 0.7025, loss_cls: 2.4408, loss: 2.4408, grad_norm: 1.9707 2020-10-07 15:50:07,193 - mmaction - INFO - Epoch [190][200/999] lr: 9.582e-02, eta: 18:48:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4603, top5_acc: 0.6997, loss_cls: 2.4370, loss: 2.4370, grad_norm: 1.9233 2020-10-07 15:50:27,332 - mmaction - INFO - Epoch [190][220/999] lr: 9.582e-02, eta: 18:47:48, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4633, top5_acc: 0.6939, loss_cls: 2.4517, loss: 2.4517, grad_norm: 1.9098 2020-10-07 15:50:47,498 - mmaction - INFO - Epoch [190][240/999] lr: 9.582e-02, eta: 18:47:28, time: 1.010, data_time: 0.004, memory: 8478, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4684, loss: 2.4684, grad_norm: 1.9207 2020-10-07 15:51:07,514 - mmaction - INFO - Epoch [190][260/999] lr: 9.582e-02, eta: 18:47:06, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4535, top5_acc: 0.6930, loss_cls: 2.4739, loss: 2.4739, grad_norm: 1.9491 2020-10-07 15:51:27,494 - mmaction - INFO - Epoch [190][280/999] lr: 9.582e-02, eta: 18:46:44, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4577, top5_acc: 0.6938, loss_cls: 2.4600, loss: 2.4600, grad_norm: 1.9131 2020-10-07 15:51:47,503 - mmaction - INFO - Epoch [190][300/999] lr: 9.582e-02, eta: 18:46:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4689, top5_acc: 0.7020, loss_cls: 2.4136, loss: 2.4136, grad_norm: 1.8876 2020-10-07 15:52:07,483 - mmaction - INFO - Epoch [190][320/999] lr: 9.582e-02, eta: 18:46:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4611, top5_acc: 0.7033, loss_cls: 2.4401, loss: 2.4401, grad_norm: 1.9504 2020-10-07 15:52:27,543 - mmaction - INFO - Epoch [190][340/999] lr: 9.582e-02, eta: 18:45:39, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4585, top5_acc: 0.6930, loss_cls: 2.4354, loss: 2.4354, grad_norm: 1.9593 2020-10-07 15:52:47,547 - mmaction - INFO - Epoch [190][360/999] lr: 9.582e-02, eta: 18:45:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4633, top5_acc: 0.7007, loss_cls: 2.4269, loss: 2.4269, grad_norm: 1.9143 2020-10-07 15:53:07,501 - mmaction - INFO - Epoch [190][380/999] lr: 9.582e-02, eta: 18:44:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4616, top5_acc: 0.6984, loss_cls: 2.4503, loss: 2.4503, grad_norm: 1.9600 2020-10-07 15:53:27,448 - mmaction - INFO - Epoch [190][400/999] lr: 9.582e-02, eta: 18:44:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4513, top5_acc: 0.6900, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.9270 2020-10-07 15:53:47,503 - mmaction - INFO - Epoch [190][420/999] lr: 9.582e-02, eta: 18:44:12, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4538, top5_acc: 0.7007, loss_cls: 2.4431, loss: 2.4431, grad_norm: 1.9276 2020-10-07 15:54:07,576 - mmaction - INFO - Epoch [190][440/999] lr: 9.582e-02, eta: 18:43:51, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4510, top5_acc: 0.6956, loss_cls: 2.4775, loss: 2.4775, grad_norm: 1.9523 2020-10-07 15:54:27,649 - mmaction - INFO - Epoch [190][460/999] lr: 9.582e-02, eta: 18:43:30, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4616, top5_acc: 0.7051, loss_cls: 2.4258, loss: 2.4258, grad_norm: 1.9184 2020-10-07 15:54:47,537 - mmaction - INFO - Epoch [190][480/999] lr: 9.582e-02, eta: 18:43:07, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4547, top5_acc: 0.6931, loss_cls: 2.4847, loss: 2.4847, grad_norm: 1.9472 2020-10-07 15:55:07,558 - mmaction - INFO - Epoch [190][500/999] lr: 9.582e-02, eta: 18:42:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4573, top5_acc: 0.6988, loss_cls: 2.4374, loss: 2.4374, grad_norm: 1.9062 2020-10-07 15:55:27,572 - mmaction - INFO - Epoch [190][520/999] lr: 9.582e-02, eta: 18:42:24, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4440, top5_acc: 0.6900, loss_cls: 2.5158, loss: 2.5158, grad_norm: 1.9607 2020-10-07 15:55:47,496 - mmaction - INFO - Epoch [190][540/999] lr: 9.582e-02, eta: 18:42:02, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4521, top5_acc: 0.6949, loss_cls: 2.4577, loss: 2.4577, grad_norm: 1.9202 2020-10-07 15:56:07,608 - mmaction - INFO - Epoch [190][560/999] lr: 9.582e-02, eta: 18:41:41, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4510, top5_acc: 0.6927, loss_cls: 2.4788, loss: 2.4788, grad_norm: 1.9463 2020-10-07 15:56:27,631 - mmaction - INFO - Epoch [190][580/999] lr: 9.582e-02, eta: 18:41:20, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4570, top5_acc: 0.6935, loss_cls: 2.4748, loss: 2.4748, grad_norm: 1.9316 2020-10-07 15:56:47,654 - mmaction - INFO - Epoch [190][600/999] lr: 9.582e-02, eta: 18:40:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4638, top5_acc: 0.6969, loss_cls: 2.4308, loss: 2.4308, grad_norm: 1.8760 2020-10-07 15:57:07,660 - mmaction - INFO - Epoch [190][620/999] lr: 9.582e-02, eta: 18:40:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4535, top5_acc: 0.7008, loss_cls: 2.4569, loss: 2.4569, grad_norm: 1.9272 2020-10-07 15:57:27,676 - mmaction - INFO - Epoch [190][640/999] lr: 9.582e-02, eta: 18:40:15, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4507, top5_acc: 0.6958, loss_cls: 2.4539, loss: 2.4539, grad_norm: 1.9310 2020-10-07 15:57:47,614 - mmaction - INFO - Epoch [190][660/999] lr: 9.582e-02, eta: 18:39:53, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4585, loss: 2.4585, grad_norm: 1.9546 2020-10-07 15:58:07,706 - mmaction - INFO - Epoch [190][680/999] lr: 9.582e-02, eta: 18:39:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4570, top5_acc: 0.6960, loss_cls: 2.4222, loss: 2.4222, grad_norm: 1.9162 2020-10-07 15:58:27,733 - mmaction - INFO - Epoch [190][700/999] lr: 9.582e-02, eta: 18:39:10, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4490, top5_acc: 0.6895, loss_cls: 2.4832, loss: 2.4832, grad_norm: 1.9503 2020-10-07 15:58:47,681 - mmaction - INFO - Epoch [190][720/999] lr: 9.582e-02, eta: 18:38:48, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4611, top5_acc: 0.6984, loss_cls: 2.4430, loss: 2.4430, grad_norm: 1.9471 2020-10-07 15:59:07,717 - mmaction - INFO - Epoch [190][740/999] lr: 9.582e-02, eta: 18:38:27, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4569, top5_acc: 0.7007, loss_cls: 2.4172, loss: 2.4172, grad_norm: 1.9218 2020-10-07 15:59:27,723 - mmaction - INFO - Epoch [190][760/999] lr: 9.582e-02, eta: 18:38:05, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4634, top5_acc: 0.6974, loss_cls: 2.4241, loss: 2.4241, grad_norm: 1.9158 2020-10-07 15:59:47,641 - mmaction - INFO - Epoch [190][780/999] lr: 9.582e-02, eta: 18:37:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4497, top5_acc: 0.6951, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.9907 2020-10-07 16:00:09,901 - mmaction - INFO - Epoch [190][800/999] lr: 9.582e-02, eta: 18:37:33, time: 1.113, data_time: 0.002, memory: 8478, top1_acc: 0.4534, top5_acc: 0.6891, loss_cls: 2.4653, loss: 2.4653, grad_norm: 1.9289 2020-10-07 16:00:29,909 - mmaction - INFO - Epoch [190][820/999] lr: 9.582e-02, eta: 18:37:11, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4535, top5_acc: 0.6880, loss_cls: 2.4762, loss: 2.4762, grad_norm: 1.9407 2020-10-07 16:00:49,893 - mmaction - INFO - Epoch [190][840/999] lr: 9.582e-02, eta: 18:36:50, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4527, top5_acc: 0.6866, loss_cls: 2.5044, loss: 2.5044, grad_norm: 1.9413 2020-10-07 16:01:09,830 - mmaction - INFO - Epoch [190][860/999] lr: 9.582e-02, eta: 18:36:28, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4651, top5_acc: 0.7010, loss_cls: 2.4437, loss: 2.4437, grad_norm: 1.9085 2020-10-07 16:01:29,931 - mmaction - INFO - Epoch [190][880/999] lr: 9.582e-02, eta: 18:36:06, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4600, top5_acc: 0.7020, loss_cls: 2.4422, loss: 2.4422, grad_norm: 1.9400 2020-10-07 16:01:49,924 - mmaction - INFO - Epoch [190][900/999] lr: 9.582e-02, eta: 18:35:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4487, top5_acc: 0.6934, loss_cls: 2.4706, loss: 2.4706, grad_norm: 1.9370 2020-10-07 16:02:09,851 - mmaction - INFO - Epoch [190][920/999] lr: 9.582e-02, eta: 18:35:23, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4604, top5_acc: 0.7035, loss_cls: 2.4378, loss: 2.4378, grad_norm: 1.9231 2020-10-07 16:02:29,835 - mmaction - INFO - Epoch [190][940/999] lr: 9.582e-02, eta: 18:35:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4553, top5_acc: 0.6941, loss_cls: 2.4777, loss: 2.4777, grad_norm: 1.9282 2020-10-07 16:02:49,912 - mmaction - INFO - Epoch [190][960/999] lr: 9.582e-02, eta: 18:34:40, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4642, top5_acc: 0.6983, loss_cls: 2.4474, loss: 2.4474, grad_norm: 1.9387 2020-10-07 16:03:09,983 - mmaction - INFO - Epoch [190][980/999] lr: 9.582e-02, eta: 18:34:19, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4536, top5_acc: 0.7000, loss_cls: 2.4408, loss: 2.4408, grad_norm: 1.9391 2020-10-07 16:04:25,580 - mmaction - INFO - Epoch [191][20/999] lr: 9.314e-02, eta: 18:34:51, time: 2.745, data_time: 1.749, memory: 8478, top1_acc: 0.4655, top5_acc: 0.6997, loss_cls: 2.4272, loss: 2.4272, grad_norm: 1.9197 2020-10-07 16:04:45,351 - mmaction - INFO - Epoch [191][40/999] lr: 9.314e-02, eta: 18:34:29, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.4572, top5_acc: 0.6990, loss_cls: 2.4378, loss: 2.4378, grad_norm: 1.9406 2020-10-07 16:05:05,105 - mmaction - INFO - Epoch [191][60/999] lr: 9.314e-02, eta: 18:34:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.4715, top5_acc: 0.6961, loss_cls: 2.4314, loss: 2.4314, grad_norm: 1.9128 2020-10-07 16:05:25,076 - mmaction - INFO - Epoch [191][80/999] lr: 9.314e-02, eta: 18:33:44, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4686, top5_acc: 0.6970, loss_cls: 2.4268, loss: 2.4268, grad_norm: 1.9613 2020-10-07 16:05:45,119 - mmaction - INFO - Epoch [191][100/999] lr: 9.314e-02, eta: 18:33:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4549, top5_acc: 0.6924, loss_cls: 2.4491, loss: 2.4491, grad_norm: 1.9395 2020-10-07 16:06:05,202 - mmaction - INFO - Epoch [191][120/999] lr: 9.314e-02, eta: 18:33:01, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4599, top5_acc: 0.6997, loss_cls: 2.4344, loss: 2.4344, grad_norm: 1.9335 2020-10-07 16:06:25,041 - mmaction - INFO - Epoch [191][140/999] lr: 9.314e-02, eta: 18:32:39, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4628, top5_acc: 0.7083, loss_cls: 2.3715, loss: 2.3715, grad_norm: 1.9330 2020-10-07 16:06:45,066 - mmaction - INFO - Epoch [191][160/999] lr: 9.314e-02, eta: 18:32:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4694, top5_acc: 0.7130, loss_cls: 2.3785, loss: 2.3785, grad_norm: 1.9136 2020-10-07 16:07:05,071 - mmaction - INFO - Epoch [191][180/999] lr: 9.314e-02, eta: 18:31:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4587, top5_acc: 0.6965, loss_cls: 2.4418, loss: 2.4418, grad_norm: 1.9544 2020-10-07 16:07:25,199 - mmaction - INFO - Epoch [191][200/999] lr: 9.314e-02, eta: 18:31:35, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.4701, top5_acc: 0.7069, loss_cls: 2.3868, loss: 2.3868, grad_norm: 1.9569 2020-10-07 16:07:45,192 - mmaction - INFO - Epoch [191][220/999] lr: 9.314e-02, eta: 18:31:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4751, top5_acc: 0.7035, loss_cls: 2.4000, loss: 2.4000, grad_norm: 1.9460 2020-10-07 16:08:05,211 - mmaction - INFO - Epoch [191][240/999] lr: 9.314e-02, eta: 18:30:52, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4678, top5_acc: 0.7042, loss_cls: 2.4015, loss: 2.4015, grad_norm: 1.9934 2020-10-07 16:08:25,170 - mmaction - INFO - Epoch [191][260/999] lr: 9.314e-02, eta: 18:30:30, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4630, top5_acc: 0.7018, loss_cls: 2.4201, loss: 2.4201, grad_norm: 1.9710 2020-10-07 16:08:45,190 - mmaction - INFO - Epoch [191][280/999] lr: 9.314e-02, eta: 18:30:08, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4665, top5_acc: 0.7043, loss_cls: 2.4115, loss: 2.4115, grad_norm: 1.9620 2020-10-07 16:09:05,231 - mmaction - INFO - Epoch [191][300/999] lr: 9.314e-02, eta: 18:29:47, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4520, top5_acc: 0.6917, loss_cls: 2.4611, loss: 2.4611, grad_norm: 1.9612 2020-10-07 16:09:25,232 - mmaction - INFO - Epoch [191][320/999] lr: 9.314e-02, eta: 18:29:25, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4642, top5_acc: 0.6988, loss_cls: 2.4085, loss: 2.4085, grad_norm: 1.9344 2020-10-07 16:09:45,255 - mmaction - INFO - Epoch [191][340/999] lr: 9.314e-02, eta: 18:29:03, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4633, top5_acc: 0.7005, loss_cls: 2.4277, loss: 2.4277, grad_norm: 1.9016 2020-10-07 16:10:05,343 - mmaction - INFO - Epoch [191][360/999] lr: 9.314e-02, eta: 18:28:42, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4725, top5_acc: 0.7104, loss_cls: 2.3700, loss: 2.3700, grad_norm: 1.9190 2020-10-07 16:10:25,394 - mmaction - INFO - Epoch [191][380/999] lr: 9.314e-02, eta: 18:28:21, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4603, top5_acc: 0.6956, loss_cls: 2.4634, loss: 2.4634, grad_norm: 1.9513 2020-10-07 16:10:45,405 - mmaction - INFO - Epoch [191][400/999] lr: 9.314e-02, eta: 18:27:59, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4638, top5_acc: 0.6973, loss_cls: 2.4325, loss: 2.4325, grad_norm: 1.9335 2020-10-07 16:11:05,465 - mmaction - INFO - Epoch [191][420/999] lr: 9.314e-02, eta: 18:27:38, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4562, top5_acc: 0.6949, loss_cls: 2.4619, loss: 2.4619, grad_norm: 1.9968 2020-10-07 16:11:25,458 - mmaction - INFO - Epoch [191][440/999] lr: 9.314e-02, eta: 18:27:16, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4677, top5_acc: 0.6992, loss_cls: 2.4149, loss: 2.4149, grad_norm: 1.9115 2020-10-07 16:11:45,477 - mmaction - INFO - Epoch [191][460/999] lr: 9.314e-02, eta: 18:26:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4553, top5_acc: 0.6931, loss_cls: 2.4431, loss: 2.4431, grad_norm: 1.9506 2020-10-07 16:12:05,328 - mmaction - INFO - Epoch [191][480/999] lr: 9.314e-02, eta: 18:26:33, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.4685, top5_acc: 0.6993, loss_cls: 2.4083, loss: 2.4083, grad_norm: 1.9411 2020-10-07 16:12:25,308 - mmaction - INFO - Epoch [191][500/999] lr: 9.314e-02, eta: 18:26:11, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4539, top5_acc: 0.7021, loss_cls: 2.4527, loss: 2.4527, grad_norm: 1.9268 2020-10-07 16:12:45,388 - mmaction - INFO - Epoch [191][520/999] lr: 9.314e-02, eta: 18:25:50, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4604, top5_acc: 0.6979, loss_cls: 2.4627, loss: 2.4627, grad_norm: 1.9647 2020-10-07 16:13:05,362 - mmaction - INFO - Epoch [191][540/999] lr: 9.314e-02, eta: 18:25:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4587, top5_acc: 0.6951, loss_cls: 2.4399, loss: 2.4399, grad_norm: 1.9274 2020-10-07 16:13:25,499 - mmaction - INFO - Epoch [191][560/999] lr: 9.314e-02, eta: 18:25:07, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4574, top5_acc: 0.6931, loss_cls: 2.4635, loss: 2.4635, grad_norm: 1.9601 2020-10-07 16:13:45,494 - mmaction - INFO - Epoch [191][580/999] lr: 9.314e-02, eta: 18:24:46, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4533, top5_acc: 0.6953, loss_cls: 2.4657, loss: 2.4657, grad_norm: 1.9532 2020-10-07 16:14:05,559 - mmaction - INFO - Epoch [191][600/999] lr: 9.314e-02, eta: 18:24:24, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4470, top5_acc: 0.6878, loss_cls: 2.4900, loss: 2.4900, grad_norm: 1.9798 2020-10-07 16:14:25,584 - mmaction - INFO - Epoch [191][620/999] lr: 9.314e-02, eta: 18:24:03, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4661, top5_acc: 0.7005, loss_cls: 2.4233, loss: 2.4233, grad_norm: 1.9269 2020-10-07 16:14:45,615 - mmaction - INFO - Epoch [191][640/999] lr: 9.314e-02, eta: 18:23:41, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4655, top5_acc: 0.6954, loss_cls: 2.4326, loss: 2.4326, grad_norm: 1.9541 2020-10-07 16:15:05,649 - mmaction - INFO - Epoch [191][660/999] lr: 9.314e-02, eta: 18:23:20, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4574, top5_acc: 0.6996, loss_cls: 2.4350, loss: 2.4350, grad_norm: 1.9761 2020-10-07 16:15:25,590 - mmaction - INFO - Epoch [191][680/999] lr: 9.314e-02, eta: 18:22:58, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4553, top5_acc: 0.6927, loss_cls: 2.4754, loss: 2.4754, grad_norm: 1.9719 2020-10-07 16:15:45,659 - mmaction - INFO - Epoch [191][700/999] lr: 9.314e-02, eta: 18:22:37, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4521, top5_acc: 0.6913, loss_cls: 2.4801, loss: 2.4801, grad_norm: 1.9789 2020-10-07 16:16:05,780 - mmaction - INFO - Epoch [191][720/999] lr: 9.314e-02, eta: 18:22:16, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4388, top5_acc: 0.6909, loss_cls: 2.5132, loss: 2.5132, grad_norm: 1.9619 2020-10-07 16:16:25,865 - mmaction - INFO - Epoch [191][740/999] lr: 9.314e-02, eta: 18:21:55, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4432, top5_acc: 0.6845, loss_cls: 2.5283, loss: 2.5283, grad_norm: 1.9609 2020-10-07 16:16:45,867 - mmaction - INFO - Epoch [191][760/999] lr: 9.314e-02, eta: 18:21:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4504, top5_acc: 0.6978, loss_cls: 2.4547, loss: 2.4547, grad_norm: 1.9422 2020-10-07 16:17:05,962 - mmaction - INFO - Epoch [191][780/999] lr: 9.314e-02, eta: 18:21:12, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4617, top5_acc: 0.7044, loss_cls: 2.4095, loss: 2.4095, grad_norm: 1.9350 2020-10-07 16:17:25,989 - mmaction - INFO - Epoch [191][800/999] lr: 9.314e-02, eta: 18:20:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4628, top5_acc: 0.6971, loss_cls: 2.4500, loss: 2.4500, grad_norm: 1.9386 2020-10-07 16:17:46,001 - mmaction - INFO - Epoch [191][820/999] lr: 9.314e-02, eta: 18:20:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4493, top5_acc: 0.6874, loss_cls: 2.5125, loss: 2.5125, grad_norm: 1.9628 2020-10-07 16:18:05,991 - mmaction - INFO - Epoch [191][840/999] lr: 9.314e-02, eta: 18:20:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4570, top5_acc: 0.6978, loss_cls: 2.4319, loss: 2.4319, grad_norm: 1.9363 2020-10-07 16:18:26,019 - mmaction - INFO - Epoch [191][860/999] lr: 9.314e-02, eta: 18:19:46, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4634, top5_acc: 0.7030, loss_cls: 2.4270, loss: 2.4270, grad_norm: 1.9442 2020-10-07 16:18:46,059 - mmaction - INFO - Epoch [191][880/999] lr: 9.314e-02, eta: 18:19:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4669, top5_acc: 0.7005, loss_cls: 2.4070, loss: 2.4070, grad_norm: 1.9210 2020-10-07 16:19:06,139 - mmaction - INFO - Epoch [191][900/999] lr: 9.314e-02, eta: 18:19:04, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4568, top5_acc: 0.7023, loss_cls: 2.4264, loss: 2.4264, grad_norm: 1.9808 2020-10-07 16:19:26,328 - mmaction - INFO - Epoch [191][920/999] lr: 9.314e-02, eta: 18:18:43, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.4581, top5_acc: 0.6905, loss_cls: 2.4486, loss: 2.4486, grad_norm: 1.9238 2020-10-07 16:19:46,319 - mmaction - INFO - Epoch [191][940/999] lr: 9.314e-02, eta: 18:18:22, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.4604, top5_acc: 0.6954, loss_cls: 2.4643, loss: 2.4643, grad_norm: 1.9211 2020-10-07 16:20:06,423 - mmaction - INFO - Epoch [191][960/999] lr: 9.314e-02, eta: 18:18:01, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4496, top5_acc: 0.6927, loss_cls: 2.4854, loss: 2.4854, grad_norm: 1.9512 2020-10-07 16:20:26,428 - mmaction - INFO - Epoch [191][980/999] lr: 9.314e-02, eta: 18:17:39, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4444, top5_acc: 0.6906, loss_cls: 2.4874, loss: 2.4874, grad_norm: 1.9527 2020-10-07 16:21:35,559 - mmaction - INFO - Epoch [192][20/999] lr: 9.049e-02, eta: 18:17:44, time: 2.495, data_time: 1.465, memory: 8478, top1_acc: 0.4604, top5_acc: 0.7113, loss_cls: 2.3875, loss: 2.3875, grad_norm: 1.9472 2020-10-07 16:21:55,191 - mmaction - INFO - Epoch [192][40/999] lr: 9.049e-02, eta: 18:17:21, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.4624, top5_acc: 0.7009, loss_cls: 2.4212, loss: 2.4212, grad_norm: 1.9419 2020-10-07 16:22:14,939 - mmaction - INFO - Epoch [192][60/999] lr: 9.049e-02, eta: 18:16:59, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.4549, top5_acc: 0.7022, loss_cls: 2.4531, loss: 2.4531, grad_norm: 1.9738 2020-10-07 16:22:34,959 - mmaction - INFO - Epoch [192][80/999] lr: 9.049e-02, eta: 18:16:37, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4604, top5_acc: 0.6914, loss_cls: 2.4553, loss: 2.4553, grad_norm: 1.9544 2020-10-07 16:22:54,948 - mmaction - INFO - Epoch [192][100/999] lr: 9.049e-02, eta: 18:16:16, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4758, top5_acc: 0.7113, loss_cls: 2.3356, loss: 2.3356, grad_norm: 1.9417 2020-10-07 16:23:14,830 - mmaction - INFO - Epoch [192][120/999] lr: 9.049e-02, eta: 18:15:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4561, top5_acc: 0.7040, loss_cls: 2.4110, loss: 2.4110, grad_norm: 1.9349 2020-10-07 16:23:34,920 - mmaction - INFO - Epoch [192][140/999] lr: 9.049e-02, eta: 18:15:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4604, top5_acc: 0.6884, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.9616 2020-10-07 16:23:54,958 - mmaction - INFO - Epoch [192][160/999] lr: 9.049e-02, eta: 18:15:11, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4639, top5_acc: 0.7013, loss_cls: 2.4169, loss: 2.4169, grad_norm: 1.9352 2020-10-07 16:24:15,010 - mmaction - INFO - Epoch [192][180/999] lr: 9.049e-02, eta: 18:14:50, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4579, top5_acc: 0.7072, loss_cls: 2.4085, loss: 2.4085, grad_norm: 1.9381 2020-10-07 16:24:35,034 - mmaction - INFO - Epoch [192][200/999] lr: 9.049e-02, eta: 18:14:28, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4665, top5_acc: 0.7086, loss_cls: 2.3871, loss: 2.3871, grad_norm: 1.9407 2020-10-07 16:24:55,155 - mmaction - INFO - Epoch [192][220/999] lr: 9.049e-02, eta: 18:14:07, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4573, top5_acc: 0.6953, loss_cls: 2.4274, loss: 2.4274, grad_norm: 1.9401 2020-10-07 16:25:15,230 - mmaction - INFO - Epoch [192][240/999] lr: 9.049e-02, eta: 18:13:46, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4725, top5_acc: 0.7063, loss_cls: 2.3814, loss: 2.3814, grad_norm: 1.9435 2020-10-07 16:25:35,222 - mmaction - INFO - Epoch [192][260/999] lr: 9.049e-02, eta: 18:13:25, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4671, top5_acc: 0.7035, loss_cls: 2.4059, loss: 2.4059, grad_norm: 1.9770 2020-10-07 16:25:55,348 - mmaction - INFO - Epoch [192][280/999] lr: 9.049e-02, eta: 18:13:04, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4704, top5_acc: 0.7039, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.0061 2020-10-07 16:26:15,368 - mmaction - INFO - Epoch [192][300/999] lr: 9.049e-02, eta: 18:12:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4654, top5_acc: 0.7035, loss_cls: 2.4217, loss: 2.4217, grad_norm: 1.9810 2020-10-07 16:26:35,359 - mmaction - INFO - Epoch [192][320/999] lr: 9.049e-02, eta: 18:12:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4633, top5_acc: 0.7001, loss_cls: 2.4259, loss: 2.4259, grad_norm: 1.9797 2020-10-07 16:26:55,324 - mmaction - INFO - Epoch [192][340/999] lr: 9.049e-02, eta: 18:11:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4585, top5_acc: 0.6952, loss_cls: 2.4382, loss: 2.4382, grad_norm: 1.9540 2020-10-07 16:27:15,386 - mmaction - INFO - Epoch [192][360/999] lr: 9.049e-02, eta: 18:11:38, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4637, top5_acc: 0.6978, loss_cls: 2.4321, loss: 2.4321, grad_norm: 1.9679 2020-10-07 16:27:35,442 - mmaction - INFO - Epoch [192][380/999] lr: 9.049e-02, eta: 18:11:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4582, top5_acc: 0.6962, loss_cls: 2.4597, loss: 2.4597, grad_norm: 2.0270 2020-10-07 16:27:55,455 - mmaction - INFO - Epoch [192][400/999] lr: 9.049e-02, eta: 18:10:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4578, top5_acc: 0.7090, loss_cls: 2.4083, loss: 2.4083, grad_norm: 1.9771 2020-10-07 16:28:15,477 - mmaction - INFO - Epoch [192][420/999] lr: 9.049e-02, eta: 18:10:34, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4648, top5_acc: 0.7043, loss_cls: 2.4163, loss: 2.4163, grad_norm: 1.9688 2020-10-07 16:28:35,603 - mmaction - INFO - Epoch [192][440/999] lr: 9.049e-02, eta: 18:10:13, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4629, top5_acc: 0.7014, loss_cls: 2.3977, loss: 2.3977, grad_norm: 1.9715 2020-10-07 16:28:55,663 - mmaction - INFO - Epoch [192][460/999] lr: 9.049e-02, eta: 18:09:52, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4691, top5_acc: 0.7064, loss_cls: 2.3731, loss: 2.3731, grad_norm: 1.9692 2020-10-07 16:29:15,745 - mmaction - INFO - Epoch [192][480/999] lr: 9.049e-02, eta: 18:09:30, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4699, top5_acc: 0.7003, loss_cls: 2.3987, loss: 2.3987, grad_norm: 1.9753 2020-10-07 16:29:35,850 - mmaction - INFO - Epoch [192][500/999] lr: 9.049e-02, eta: 18:09:09, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4661, top5_acc: 0.6947, loss_cls: 2.4408, loss: 2.4408, grad_norm: 1.9880 2020-10-07 16:29:55,833 - mmaction - INFO - Epoch [192][520/999] lr: 9.049e-02, eta: 18:08:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4634, top5_acc: 0.7072, loss_cls: 2.3844, loss: 2.3844, grad_norm: 1.9636 2020-10-07 16:30:16,811 - mmaction - INFO - Epoch [192][540/999] lr: 9.049e-02, eta: 18:08:30, time: 1.047, data_time: 0.002, memory: 8478, top1_acc: 0.4569, top5_acc: 0.7040, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.0171 2020-10-07 16:30:36,740 - mmaction - INFO - Epoch [192][560/999] lr: 9.049e-02, eta: 18:08:09, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.4518, top5_acc: 0.6947, loss_cls: 2.4589, loss: 2.4589, grad_norm: 1.9785 2020-10-07 16:30:56,808 - mmaction - INFO - Epoch [192][580/999] lr: 9.049e-02, eta: 18:07:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4556, top5_acc: 0.6905, loss_cls: 2.4531, loss: 2.4531, grad_norm: 1.9855 2020-10-07 16:31:16,808 - mmaction - INFO - Epoch [192][600/999] lr: 9.049e-02, eta: 18:07:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4596, top5_acc: 0.6969, loss_cls: 2.4603, loss: 2.4603, grad_norm: 1.9513 2020-10-07 16:31:36,701 - mmaction - INFO - Epoch [192][620/999] lr: 9.049e-02, eta: 18:07:04, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4564, top5_acc: 0.7008, loss_cls: 2.4427, loss: 2.4427, grad_norm: 1.9896 2020-10-07 16:31:56,763 - mmaction - INFO - Epoch [192][640/999] lr: 9.049e-02, eta: 18:06:43, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4488, top5_acc: 0.6897, loss_cls: 2.4803, loss: 2.4803, grad_norm: 1.9736 2020-10-07 16:32:16,754 - mmaction - INFO - Epoch [192][660/999] lr: 9.049e-02, eta: 18:06:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4605, top5_acc: 0.6969, loss_cls: 2.4317, loss: 2.4317, grad_norm: 1.9823 2020-10-07 16:32:36,867 - mmaction - INFO - Epoch [192][680/999] lr: 9.049e-02, eta: 18:06:01, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.4478, top5_acc: 0.6970, loss_cls: 2.4539, loss: 2.4539, grad_norm: 1.9647 2020-10-07 16:32:56,914 - mmaction - INFO - Epoch [192][700/999] lr: 9.049e-02, eta: 18:05:39, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4626, top5_acc: 0.7003, loss_cls: 2.4164, loss: 2.4164, grad_norm: 1.9716 2020-10-07 16:33:16,847 - mmaction - INFO - Epoch [192][720/999] lr: 9.049e-02, eta: 18:05:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4620, top5_acc: 0.6978, loss_cls: 2.4345, loss: 2.4345, grad_norm: 1.9762 2020-10-07 16:33:36,940 - mmaction - INFO - Epoch [192][740/999] lr: 9.049e-02, eta: 18:04:57, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4611, top5_acc: 0.6958, loss_cls: 2.4492, loss: 2.4492, grad_norm: 1.9772 2020-10-07 16:33:56,901 - mmaction - INFO - Epoch [192][760/999] lr: 9.049e-02, eta: 18:04:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4618, top5_acc: 0.7000, loss_cls: 2.4269, loss: 2.4269, grad_norm: 1.9499 2020-10-07 16:34:16,770 - mmaction - INFO - Epoch [192][780/999] lr: 9.049e-02, eta: 18:04:13, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4684, top5_acc: 0.6970, loss_cls: 2.4391, loss: 2.4391, grad_norm: 1.9729 2020-10-07 16:34:36,810 - mmaction - INFO - Epoch [192][800/999] lr: 9.049e-02, eta: 18:03:52, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4578, top5_acc: 0.6967, loss_cls: 2.4309, loss: 2.4309, grad_norm: 1.9842 2020-10-07 16:34:56,922 - mmaction - INFO - Epoch [192][820/999] lr: 9.049e-02, eta: 18:03:31, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.4553, top5_acc: 0.6984, loss_cls: 2.4320, loss: 2.4320, grad_norm: 1.9644 2020-10-07 16:35:16,897 - mmaction - INFO - Epoch [192][840/999] lr: 9.049e-02, eta: 18:03:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4579, top5_acc: 0.7052, loss_cls: 2.4197, loss: 2.4197, grad_norm: 1.9703 2020-10-07 16:35:36,893 - mmaction - INFO - Epoch [192][860/999] lr: 9.049e-02, eta: 18:02:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4486, top5_acc: 0.6842, loss_cls: 2.4860, loss: 2.4860, grad_norm: 1.9840 2020-10-07 16:35:57,005 - mmaction - INFO - Epoch [192][880/999] lr: 9.049e-02, eta: 18:02:27, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4602, top5_acc: 0.6947, loss_cls: 2.4616, loss: 2.4616, grad_norm: 1.9632 2020-10-07 16:36:17,036 - mmaction - INFO - Epoch [192][900/999] lr: 9.049e-02, eta: 18:02:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4560, top5_acc: 0.6973, loss_cls: 2.4361, loss: 2.4361, grad_norm: 1.9771 2020-10-07 16:36:37,087 - mmaction - INFO - Epoch [192][920/999] lr: 9.049e-02, eta: 18:01:44, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4574, top5_acc: 0.6988, loss_cls: 2.4555, loss: 2.4555, grad_norm: 1.9918 2020-10-07 16:36:57,126 - mmaction - INFO - Epoch [192][940/999] lr: 9.049e-02, eta: 18:01:23, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4577, top5_acc: 0.6967, loss_cls: 2.4224, loss: 2.4224, grad_norm: 1.9924 2020-10-07 16:37:17,139 - mmaction - INFO - Epoch [192][960/999] lr: 9.049e-02, eta: 18:01:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4680, top5_acc: 0.7042, loss_cls: 2.4036, loss: 2.4036, grad_norm: 1.9687 2020-10-07 16:37:37,150 - mmaction - INFO - Epoch [192][980/999] lr: 9.049e-02, eta: 18:00:40, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4538, top5_acc: 0.6979, loss_cls: 2.4342, loss: 2.4342, grad_norm: 1.9303 2020-10-07 16:37:56,357 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-10-07 16:39:09,637 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 16:39:11,217 - mmaction - INFO - top1_acc 0.5716 top5_acc 0.8162 2020-10-07 16:39:11,218 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 16:39:11,304 - mmaction - INFO - mean_acc 0.5705 2020-10-07 16:39:11,304 - mmaction - INFO - Now best checkpoint is epoch_192.pth 2020-10-07 16:39:11,335 - mmaction - INFO - Epoch(val) [192][999] top1_acc: 0.5716, top5_acc: 0.8162, mean_class_accuracy: 0.5705 2020-10-07 16:39:57,802 - mmaction - INFO - Epoch [193][20/999] lr: 8.787e-02, eta: 18:00:28, time: 2.322, data_time: 1.283, memory: 8478, top1_acc: 0.4579, top5_acc: 0.6970, loss_cls: 2.4480, loss: 2.4480, grad_norm: 1.9712 2020-10-07 16:40:17,392 - mmaction - INFO - Epoch [193][40/999] lr: 8.787e-02, eta: 18:00:05, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.4654, top5_acc: 0.7021, loss_cls: 2.4286, loss: 2.4286, grad_norm: 1.9698 2020-10-07 16:40:37,075 - mmaction - INFO - Epoch [193][60/999] lr: 8.787e-02, eta: 17:59:43, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.4693, top5_acc: 0.7138, loss_cls: 2.3692, loss: 2.3692, grad_norm: 1.9774 2020-10-07 16:40:56,940 - mmaction - INFO - Epoch [193][80/999] lr: 8.787e-02, eta: 17:59:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4704, top5_acc: 0.7108, loss_cls: 2.3740, loss: 2.3740, grad_norm: 1.9407 2020-10-07 16:41:16,889 - mmaction - INFO - Epoch [193][100/999] lr: 8.787e-02, eta: 17:58:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4693, top5_acc: 0.7069, loss_cls: 2.3708, loss: 2.3708, grad_norm: 1.9600 2020-10-07 16:41:36,882 - mmaction - INFO - Epoch [193][120/999] lr: 8.787e-02, eta: 17:58:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4612, top5_acc: 0.7021, loss_cls: 2.4234, loss: 2.4234, grad_norm: 1.9745 2020-10-07 16:41:56,921 - mmaction - INFO - Epoch [193][140/999] lr: 8.787e-02, eta: 17:58:16, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4572, top5_acc: 0.6984, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.0208 2020-10-07 16:42:17,042 - mmaction - INFO - Epoch [193][160/999] lr: 8.787e-02, eta: 17:57:56, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.4655, top5_acc: 0.6952, loss_cls: 2.4380, loss: 2.4380, grad_norm: 1.9900 2020-10-07 16:42:37,045 - mmaction - INFO - Epoch [193][180/999] lr: 8.787e-02, eta: 17:57:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7053, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.0149 2020-10-07 16:42:57,169 - mmaction - INFO - Epoch [193][200/999] lr: 8.787e-02, eta: 17:57:13, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4587, top5_acc: 0.6943, loss_cls: 2.4508, loss: 2.4508, grad_norm: 1.9935 2020-10-07 16:43:17,279 - mmaction - INFO - Epoch [193][220/999] lr: 8.787e-02, eta: 17:56:52, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4691, top5_acc: 0.7117, loss_cls: 2.3815, loss: 2.3815, grad_norm: 1.9531 2020-10-07 16:43:37,303 - mmaction - INFO - Epoch [193][240/999] lr: 8.787e-02, eta: 17:56:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4624, top5_acc: 0.7061, loss_cls: 2.3929, loss: 2.3929, grad_norm: 1.9883 2020-10-07 16:43:57,272 - mmaction - INFO - Epoch [193][260/999] lr: 8.787e-02, eta: 17:56:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4589, top5_acc: 0.6987, loss_cls: 2.4447, loss: 2.4447, grad_norm: 1.9857 2020-10-07 16:44:17,286 - mmaction - INFO - Epoch [193][280/999] lr: 8.787e-02, eta: 17:55:48, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4505, top5_acc: 0.6898, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.0211 2020-10-07 16:44:37,380 - mmaction - INFO - Epoch [193][300/999] lr: 8.787e-02, eta: 17:55:27, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4536, top5_acc: 0.6953, loss_cls: 2.4353, loss: 2.4353, grad_norm: 1.9616 2020-10-07 16:44:57,443 - mmaction - INFO - Epoch [193][320/999] lr: 8.787e-02, eta: 17:55:06, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4725, top5_acc: 0.7150, loss_cls: 2.3849, loss: 2.3849, grad_norm: 1.9798 2020-10-07 16:45:17,411 - mmaction - INFO - Epoch [193][340/999] lr: 8.787e-02, eta: 17:54:45, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4647, top5_acc: 0.7000, loss_cls: 2.4227, loss: 2.4227, grad_norm: 1.9957 2020-10-07 16:45:37,496 - mmaction - INFO - Epoch [193][360/999] lr: 8.787e-02, eta: 17:54:23, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4599, top5_acc: 0.7013, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.0167 2020-10-07 16:45:57,567 - mmaction - INFO - Epoch [193][380/999] lr: 8.787e-02, eta: 17:54:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4605, top5_acc: 0.7051, loss_cls: 2.4108, loss: 2.4108, grad_norm: 1.9880 2020-10-07 16:46:17,541 - mmaction - INFO - Epoch [193][400/999] lr: 8.787e-02, eta: 17:53:41, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4525, top5_acc: 0.6948, loss_cls: 2.4597, loss: 2.4597, grad_norm: 1.9784 2020-10-07 16:46:37,597 - mmaction - INFO - Epoch [193][420/999] lr: 8.787e-02, eta: 17:53:20, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4673, top5_acc: 0.7016, loss_cls: 2.4205, loss: 2.4205, grad_norm: 1.9717 2020-10-07 16:46:57,490 - mmaction - INFO - Epoch [193][440/999] lr: 8.787e-02, eta: 17:52:58, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4598, top5_acc: 0.7004, loss_cls: 2.4122, loss: 2.4122, grad_norm: 1.9979 2020-10-07 16:47:17,604 - mmaction - INFO - Epoch [193][460/999] lr: 8.787e-02, eta: 17:52:37, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4617, top5_acc: 0.7034, loss_cls: 2.3986, loss: 2.3986, grad_norm: 1.9815 2020-10-07 16:47:37,725 - mmaction - INFO - Epoch [193][480/999] lr: 8.787e-02, eta: 17:52:16, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4742, top5_acc: 0.7004, loss_cls: 2.3963, loss: 2.3963, grad_norm: 1.9714 2020-10-07 16:47:57,718 - mmaction - INFO - Epoch [193][500/999] lr: 8.787e-02, eta: 17:51:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4776, top5_acc: 0.7163, loss_cls: 2.3504, loss: 2.3504, grad_norm: 1.9985 2020-10-07 16:48:17,699 - mmaction - INFO - Epoch [193][520/999] lr: 8.787e-02, eta: 17:51:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4646, top5_acc: 0.7053, loss_cls: 2.4064, loss: 2.4064, grad_norm: 2.0118 2020-10-07 16:48:37,700 - mmaction - INFO - Epoch [193][540/999] lr: 8.787e-02, eta: 17:51:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4578, top5_acc: 0.6957, loss_cls: 2.4476, loss: 2.4476, grad_norm: 1.9991 2020-10-07 16:48:57,749 - mmaction - INFO - Epoch [193][560/999] lr: 8.787e-02, eta: 17:50:51, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4665, top5_acc: 0.7014, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.0167 2020-10-07 16:49:17,807 - mmaction - INFO - Epoch [193][580/999] lr: 8.787e-02, eta: 17:50:30, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4562, top5_acc: 0.7074, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.0101 2020-10-07 16:49:37,677 - mmaction - INFO - Epoch [193][600/999] lr: 8.787e-02, eta: 17:50:08, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4652, top5_acc: 0.7023, loss_cls: 2.4312, loss: 2.4312, grad_norm: 1.9805 2020-10-07 16:49:57,755 - mmaction - INFO - Epoch [193][620/999] lr: 8.787e-02, eta: 17:49:47, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4624, top5_acc: 0.7016, loss_cls: 2.4210, loss: 2.4210, grad_norm: 1.9947 2020-10-07 16:50:17,745 - mmaction - INFO - Epoch [193][640/999] lr: 8.787e-02, eta: 17:49:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4652, top5_acc: 0.7052, loss_cls: 2.3986, loss: 2.3986, grad_norm: 1.9652 2020-10-07 16:50:37,660 - mmaction - INFO - Epoch [193][660/999] lr: 8.787e-02, eta: 17:49:04, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.4723, top5_acc: 0.7099, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.0027 2020-10-07 16:50:57,653 - mmaction - INFO - Epoch [193][680/999] lr: 8.787e-02, eta: 17:48:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4620, top5_acc: 0.6995, loss_cls: 2.4182, loss: 2.4182, grad_norm: 1.9882 2020-10-07 16:51:17,675 - mmaction - INFO - Epoch [193][700/999] lr: 8.787e-02, eta: 17:48:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4635, top5_acc: 0.7065, loss_cls: 2.4185, loss: 2.4185, grad_norm: 2.0171 2020-10-07 16:51:37,744 - mmaction - INFO - Epoch [193][720/999] lr: 8.787e-02, eta: 17:48:00, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4643, top5_acc: 0.6969, loss_cls: 2.4232, loss: 2.4232, grad_norm: 2.0033 2020-10-07 16:51:57,728 - mmaction - INFO - Epoch [193][740/999] lr: 8.787e-02, eta: 17:47:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.0070 2020-10-07 16:52:17,714 - mmaction - INFO - Epoch [193][760/999] lr: 8.787e-02, eta: 17:47:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4637, top5_acc: 0.7036, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.0264 2020-10-07 16:52:37,698 - mmaction - INFO - Epoch [193][780/999] lr: 8.787e-02, eta: 17:46:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4633, top5_acc: 0.7001, loss_cls: 2.4311, loss: 2.4311, grad_norm: 1.9778 2020-10-07 16:52:57,678 - mmaction - INFO - Epoch [193][800/999] lr: 8.787e-02, eta: 17:46:35, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4663, top5_acc: 0.6967, loss_cls: 2.4356, loss: 2.4356, grad_norm: 1.9720 2020-10-07 16:53:17,731 - mmaction - INFO - Epoch [193][820/999] lr: 8.787e-02, eta: 17:46:14, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4637, top5_acc: 0.7023, loss_cls: 2.4302, loss: 2.4302, grad_norm: 1.9981 2020-10-07 16:53:37,749 - mmaction - INFO - Epoch [193][840/999] lr: 8.787e-02, eta: 17:45:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4635, top5_acc: 0.7082, loss_cls: 2.3827, loss: 2.3827, grad_norm: 1.9860 2020-10-07 16:53:57,708 - mmaction - INFO - Epoch [193][860/999] lr: 8.787e-02, eta: 17:45:31, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4549, top5_acc: 0.6922, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.0057 2020-10-07 16:54:17,624 - mmaction - INFO - Epoch [193][880/999] lr: 8.787e-02, eta: 17:45:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4576, top5_acc: 0.7033, loss_cls: 2.4376, loss: 2.4376, grad_norm: 1.9816 2020-10-07 16:54:37,652 - mmaction - INFO - Epoch [193][900/999] lr: 8.787e-02, eta: 17:44:48, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4611, top5_acc: 0.6947, loss_cls: 2.4362, loss: 2.4362, grad_norm: 1.9873 2020-10-07 16:54:57,812 - mmaction - INFO - Epoch [193][920/999] lr: 8.787e-02, eta: 17:44:28, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.4569, top5_acc: 0.6995, loss_cls: 2.4378, loss: 2.4378, grad_norm: 1.9988 2020-10-07 16:55:17,879 - mmaction - INFO - Epoch [193][940/999] lr: 8.787e-02, eta: 17:44:07, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4626, top5_acc: 0.7025, loss_cls: 2.4140, loss: 2.4140, grad_norm: 1.9724 2020-10-07 16:55:37,891 - mmaction - INFO - Epoch [193][960/999] lr: 8.787e-02, eta: 17:43:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4651, top5_acc: 0.7034, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.0001 2020-10-07 16:55:57,892 - mmaction - INFO - Epoch [193][980/999] lr: 8.787e-02, eta: 17:43:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4582, top5_acc: 0.7036, loss_cls: 2.4330, loss: 2.4330, grad_norm: 1.9998 2020-10-07 16:57:07,269 - mmaction - INFO - Epoch [194][20/999] lr: 8.528e-02, eta: 17:43:24, time: 2.507, data_time: 1.424, memory: 8478, top1_acc: 0.4674, top5_acc: 0.7081, loss_cls: 2.3744, loss: 2.3744, grad_norm: 1.9926 2020-10-07 16:57:26,938 - mmaction - INFO - Epoch [194][40/999] lr: 8.528e-02, eta: 17:43:01, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.4650, top5_acc: 0.7046, loss_cls: 2.4111, loss: 2.4111, grad_norm: 1.9991 2020-10-07 16:57:46,805 - mmaction - INFO - Epoch [194][60/999] lr: 8.528e-02, eta: 17:42:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4724, top5_acc: 0.7117, loss_cls: 2.3859, loss: 2.3859, grad_norm: 1.9591 2020-10-07 16:58:06,745 - mmaction - INFO - Epoch [194][80/999] lr: 8.528e-02, eta: 17:42:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4780, top5_acc: 0.7073, loss_cls: 2.3657, loss: 2.3657, grad_norm: 1.9882 2020-10-07 16:58:26,834 - mmaction - INFO - Epoch [194][100/999] lr: 8.528e-02, eta: 17:41:57, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4773, top5_acc: 0.7152, loss_cls: 2.3548, loss: 2.3548, grad_norm: 1.9749 2020-10-07 16:58:46,827 - mmaction - INFO - Epoch [194][120/999] lr: 8.528e-02, eta: 17:41:36, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4646, top5_acc: 0.7012, loss_cls: 2.4178, loss: 2.4178, grad_norm: 1.9956 2020-10-07 16:59:06,812 - mmaction - INFO - Epoch [194][140/999] lr: 8.528e-02, eta: 17:41:14, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4660, top5_acc: 0.7036, loss_cls: 2.4034, loss: 2.4034, grad_norm: 1.9741 2020-10-07 16:59:26,817 - mmaction - INFO - Epoch [194][160/999] lr: 8.528e-02, eta: 17:40:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7063, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.0102 2020-10-07 16:59:46,725 - mmaction - INFO - Epoch [194][180/999] lr: 8.528e-02, eta: 17:40:31, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4552, top5_acc: 0.6927, loss_cls: 2.4513, loss: 2.4513, grad_norm: 1.9956 2020-10-07 17:00:07,790 - mmaction - INFO - Epoch [194][200/999] lr: 8.528e-02, eta: 17:40:14, time: 1.053, data_time: 0.002, memory: 8478, top1_acc: 0.4681, top5_acc: 0.7036, loss_cls: 2.3933, loss: 2.3933, grad_norm: 1.9955 2020-10-07 17:00:28,654 - mmaction - INFO - Epoch [194][220/999] lr: 8.528e-02, eta: 17:39:56, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.4757, top5_acc: 0.7086, loss_cls: 2.3537, loss: 2.3537, grad_norm: 1.9658 2020-10-07 17:00:48,592 - mmaction - INFO - Epoch [194][240/999] lr: 8.528e-02, eta: 17:39:34, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4667, top5_acc: 0.7047, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.0173 2020-10-07 17:01:08,549 - mmaction - INFO - Epoch [194][260/999] lr: 8.528e-02, eta: 17:39:13, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4612, top5_acc: 0.7010, loss_cls: 2.4226, loss: 2.4226, grad_norm: 1.9775 2020-10-07 17:01:28,518 - mmaction - INFO - Epoch [194][280/999] lr: 8.528e-02, eta: 17:38:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4589, top5_acc: 0.6980, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.0133 2020-10-07 17:01:48,551 - mmaction - INFO - Epoch [194][300/999] lr: 8.528e-02, eta: 17:38:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4757, top5_acc: 0.7049, loss_cls: 2.3678, loss: 2.3678, grad_norm: 1.9841 2020-10-07 17:02:08,573 - mmaction - INFO - Epoch [194][320/999] lr: 8.528e-02, eta: 17:38:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4665, top5_acc: 0.7025, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.0018 2020-10-07 17:02:28,634 - mmaction - INFO - Epoch [194][340/999] lr: 8.528e-02, eta: 17:37:48, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4579, top5_acc: 0.6943, loss_cls: 2.4449, loss: 2.4449, grad_norm: 2.0087 2020-10-07 17:02:48,666 - mmaction - INFO - Epoch [194][360/999] lr: 8.528e-02, eta: 17:37:27, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4710, top5_acc: 0.7043, loss_cls: 2.3917, loss: 2.3917, grad_norm: 1.9734 2020-10-07 17:03:08,747 - mmaction - INFO - Epoch [194][380/999] lr: 8.528e-02, eta: 17:37:06, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4658, top5_acc: 0.7023, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.0022 2020-10-07 17:03:28,736 - mmaction - INFO - Epoch [194][400/999] lr: 8.528e-02, eta: 17:36:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4622, top5_acc: 0.7016, loss_cls: 2.3985, loss: 2.3985, grad_norm: 1.9912 2020-10-07 17:03:48,674 - mmaction - INFO - Epoch [194][420/999] lr: 8.528e-02, eta: 17:36:23, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4617, top5_acc: 0.6974, loss_cls: 2.4297, loss: 2.4297, grad_norm: 1.9765 2020-10-07 17:04:08,753 - mmaction - INFO - Epoch [194][440/999] lr: 8.528e-02, eta: 17:36:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4687, top5_acc: 0.7090, loss_cls: 2.3736, loss: 2.3736, grad_norm: 2.0073 2020-10-07 17:04:28,742 - mmaction - INFO - Epoch [194][460/999] lr: 8.528e-02, eta: 17:35:41, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.4582, top5_acc: 0.6987, loss_cls: 2.4211, loss: 2.4211, grad_norm: 1.9955 2020-10-07 17:04:48,806 - mmaction - INFO - Epoch [194][480/999] lr: 8.528e-02, eta: 17:35:20, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4655, top5_acc: 0.7102, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.0010 2020-10-07 17:05:08,759 - mmaction - INFO - Epoch [194][500/999] lr: 8.528e-02, eta: 17:34:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4708, top5_acc: 0.7031, loss_cls: 2.3912, loss: 2.3912, grad_norm: 2.0023 2020-10-07 17:05:28,778 - mmaction - INFO - Epoch [194][520/999] lr: 8.528e-02, eta: 17:34:37, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4595, top5_acc: 0.7052, loss_cls: 2.4052, loss: 2.4052, grad_norm: 2.0146 2020-10-07 17:05:48,705 - mmaction - INFO - Epoch [194][540/999] lr: 8.528e-02, eta: 17:34:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7113, loss_cls: 2.3729, loss: 2.3729, grad_norm: 1.9837 2020-10-07 17:06:08,721 - mmaction - INFO - Epoch [194][560/999] lr: 8.528e-02, eta: 17:33:54, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4750, top5_acc: 0.7082, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.0234 2020-10-07 17:06:28,676 - mmaction - INFO - Epoch [194][580/999] lr: 8.528e-02, eta: 17:33:33, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3596, loss: 2.3596, grad_norm: 1.9951 2020-10-07 17:06:48,635 - mmaction - INFO - Epoch [194][600/999] lr: 8.528e-02, eta: 17:33:11, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4737, top5_acc: 0.7109, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.0100 2020-10-07 17:07:08,613 - mmaction - INFO - Epoch [194][620/999] lr: 8.528e-02, eta: 17:32:50, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4572, top5_acc: 0.6958, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.0244 2020-10-07 17:07:28,589 - mmaction - INFO - Epoch [194][640/999] lr: 8.528e-02, eta: 17:32:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4747, top5_acc: 0.7128, loss_cls: 2.3631, loss: 2.3631, grad_norm: 2.0073 2020-10-07 17:07:48,622 - mmaction - INFO - Epoch [194][660/999] lr: 8.528e-02, eta: 17:32:08, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4694, top5_acc: 0.7096, loss_cls: 2.3666, loss: 2.3666, grad_norm: 2.0040 2020-10-07 17:08:08,638 - mmaction - INFO - Epoch [194][680/999] lr: 8.528e-02, eta: 17:31:47, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4652, top5_acc: 0.7039, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.0092 2020-10-07 17:08:28,643 - mmaction - INFO - Epoch [194][700/999] lr: 8.528e-02, eta: 17:31:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4578, top5_acc: 0.6967, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.0070 2020-10-07 17:08:48,603 - mmaction - INFO - Epoch [194][720/999] lr: 8.528e-02, eta: 17:31:04, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.0012 2020-10-07 17:09:08,630 - mmaction - INFO - Epoch [194][740/999] lr: 8.528e-02, eta: 17:30:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4658, top5_acc: 0.7046, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.0064 2020-10-07 17:09:28,700 - mmaction - INFO - Epoch [194][760/999] lr: 8.528e-02, eta: 17:30:22, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4707, top5_acc: 0.7068, loss_cls: 2.4065, loss: 2.4065, grad_norm: 2.0113 2020-10-07 17:09:48,625 - mmaction - INFO - Epoch [194][780/999] lr: 8.528e-02, eta: 17:30:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4669, top5_acc: 0.7085, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.0151 2020-10-07 17:10:08,600 - mmaction - INFO - Epoch [194][800/999] lr: 8.528e-02, eta: 17:29:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4725, top5_acc: 0.7040, loss_cls: 2.3744, loss: 2.3744, grad_norm: 2.0188 2020-10-07 17:10:28,576 - mmaction - INFO - Epoch [194][820/999] lr: 8.528e-02, eta: 17:29:18, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4690, top5_acc: 0.7081, loss_cls: 2.3894, loss: 2.3894, grad_norm: 1.9946 2020-10-07 17:10:48,589 - mmaction - INFO - Epoch [194][840/999] lr: 8.528e-02, eta: 17:28:57, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4645, top5_acc: 0.6999, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.0622 2020-10-07 17:11:08,654 - mmaction - INFO - Epoch [194][860/999] lr: 8.528e-02, eta: 17:28:36, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7126, loss_cls: 2.3840, loss: 2.3840, grad_norm: 2.0130 2020-10-07 17:11:28,690 - mmaction - INFO - Epoch [194][880/999] lr: 8.528e-02, eta: 17:28:14, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4632, top5_acc: 0.7029, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.0174 2020-10-07 17:11:48,719 - mmaction - INFO - Epoch [194][900/999] lr: 8.528e-02, eta: 17:27:53, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4699, top5_acc: 0.7057, loss_cls: 2.3790, loss: 2.3790, grad_norm: 1.9973 2020-10-07 17:12:08,767 - mmaction - INFO - Epoch [194][920/999] lr: 8.528e-02, eta: 17:27:32, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4559, top5_acc: 0.6974, loss_cls: 2.4361, loss: 2.4361, grad_norm: 2.0109 2020-10-07 17:12:28,696 - mmaction - INFO - Epoch [194][940/999] lr: 8.528e-02, eta: 17:27:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4681, top5_acc: 0.7027, loss_cls: 2.3997, loss: 2.3997, grad_norm: 1.9999 2020-10-07 17:12:48,649 - mmaction - INFO - Epoch [194][960/999] lr: 8.528e-02, eta: 17:26:49, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4628, top5_acc: 0.6960, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.0225 2020-10-07 17:13:08,582 - mmaction - INFO - Epoch [194][980/999] lr: 8.528e-02, eta: 17:26:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4668, top5_acc: 0.7033, loss_cls: 2.4117, loss: 2.4117, grad_norm: 2.0167 2020-10-07 17:14:22,435 - mmaction - INFO - Epoch [195][20/999] lr: 8.273e-02, eta: 17:26:35, time: 2.658, data_time: 1.632, memory: 8478, top1_acc: 0.4685, top5_acc: 0.7005, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.0156 2020-10-07 17:14:42,144 - mmaction - INFO - Epoch [195][40/999] lr: 8.273e-02, eta: 17:26:13, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.4615, top5_acc: 0.7033, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.0361 2020-10-07 17:15:01,894 - mmaction - INFO - Epoch [195][60/999] lr: 8.273e-02, eta: 17:25:51, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.4723, top5_acc: 0.7089, loss_cls: 2.3468, loss: 2.3468, grad_norm: 1.9900 2020-10-07 17:15:21,845 - mmaction - INFO - Epoch [195][80/999] lr: 8.273e-02, eta: 17:25:30, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4740, top5_acc: 0.7174, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.0041 2020-10-07 17:15:41,840 - mmaction - INFO - Epoch [195][100/999] lr: 8.273e-02, eta: 17:25:08, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4736, top5_acc: 0.7031, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.0173 2020-10-07 17:16:01,919 - mmaction - INFO - Epoch [195][120/999] lr: 8.273e-02, eta: 17:24:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4669, top5_acc: 0.7143, loss_cls: 2.3527, loss: 2.3527, grad_norm: 2.0083 2020-10-07 17:16:21,876 - mmaction - INFO - Epoch [195][140/999] lr: 8.273e-02, eta: 17:24:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3684, loss: 2.3684, grad_norm: 2.0358 2020-10-07 17:16:41,901 - mmaction - INFO - Epoch [195][160/999] lr: 8.273e-02, eta: 17:24:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4685, top5_acc: 0.7100, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.0293 2020-10-07 17:17:01,966 - mmaction - INFO - Epoch [195][180/999] lr: 8.273e-02, eta: 17:23:44, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4585, top5_acc: 0.7029, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.0501 2020-10-07 17:17:22,067 - mmaction - INFO - Epoch [195][200/999] lr: 8.273e-02, eta: 17:23:23, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4803, top5_acc: 0.7118, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.0138 2020-10-07 17:17:42,062 - mmaction - INFO - Epoch [195][220/999] lr: 8.273e-02, eta: 17:23:02, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4665, top5_acc: 0.7046, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.0081 2020-10-07 17:18:02,018 - mmaction - INFO - Epoch [195][240/999] lr: 8.273e-02, eta: 17:22:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4637, top5_acc: 0.7055, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.0379 2020-10-07 17:18:22,075 - mmaction - INFO - Epoch [195][260/999] lr: 8.273e-02, eta: 17:22:19, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4740, top5_acc: 0.7130, loss_cls: 2.3285, loss: 2.3285, grad_norm: 1.9833 2020-10-07 17:18:42,072 - mmaction - INFO - Epoch [195][280/999] lr: 8.273e-02, eta: 17:21:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4712, top5_acc: 0.7185, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.0324 2020-10-07 17:19:02,065 - mmaction - INFO - Epoch [195][300/999] lr: 8.273e-02, eta: 17:21:37, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4715, top5_acc: 0.7069, loss_cls: 2.3842, loss: 2.3842, grad_norm: 2.0009 2020-10-07 17:19:22,113 - mmaction - INFO - Epoch [195][320/999] lr: 8.273e-02, eta: 17:21:16, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4730, top5_acc: 0.6986, loss_cls: 2.4114, loss: 2.4114, grad_norm: 2.0281 2020-10-07 17:19:42,064 - mmaction - INFO - Epoch [195][340/999] lr: 8.273e-02, eta: 17:20:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4837, top5_acc: 0.7146, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.0373 2020-10-07 17:20:02,155 - mmaction - INFO - Epoch [195][360/999] lr: 8.273e-02, eta: 17:20:33, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4732, top5_acc: 0.7085, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.0445 2020-10-07 17:20:22,191 - mmaction - INFO - Epoch [195][380/999] lr: 8.273e-02, eta: 17:20:12, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.0146 2020-10-07 17:20:42,194 - mmaction - INFO - Epoch [195][400/999] lr: 8.273e-02, eta: 17:19:51, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4707, top5_acc: 0.7017, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.0372 2020-10-07 17:21:02,241 - mmaction - INFO - Epoch [195][420/999] lr: 8.273e-02, eta: 17:19:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7055, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.0219 2020-10-07 17:21:22,222 - mmaction - INFO - Epoch [195][440/999] lr: 8.273e-02, eta: 17:19:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4698, top5_acc: 0.7076, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.0465 2020-10-07 17:21:42,310 - mmaction - INFO - Epoch [195][460/999] lr: 8.273e-02, eta: 17:18:48, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4674, top5_acc: 0.7057, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.0421 2020-10-07 17:22:02,285 - mmaction - INFO - Epoch [195][480/999] lr: 8.273e-02, eta: 17:18:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4702, top5_acc: 0.7173, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.0153 2020-10-07 17:22:22,226 - mmaction - INFO - Epoch [195][500/999] lr: 8.273e-02, eta: 17:18:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3858, loss: 2.3858, grad_norm: 2.0400 2020-10-07 17:22:42,179 - mmaction - INFO - Epoch [195][520/999] lr: 8.273e-02, eta: 17:17:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4650, top5_acc: 0.7027, loss_cls: 2.3949, loss: 2.3949, grad_norm: 2.0312 2020-10-07 17:23:02,089 - mmaction - INFO - Epoch [195][540/999] lr: 8.273e-02, eta: 17:17:22, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4741, top5_acc: 0.7083, loss_cls: 2.3772, loss: 2.3772, grad_norm: 2.0343 2020-10-07 17:23:22,027 - mmaction - INFO - Epoch [195][560/999] lr: 8.273e-02, eta: 17:17:01, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4660, top5_acc: 0.7040, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.0173 2020-10-07 17:23:42,146 - mmaction - INFO - Epoch [195][580/999] lr: 8.273e-02, eta: 17:16:40, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4698, top5_acc: 0.7120, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.0162 2020-10-07 17:24:02,144 - mmaction - INFO - Epoch [195][600/999] lr: 8.273e-02, eta: 17:16:19, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4603, top5_acc: 0.7029, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.0471 2020-10-07 17:24:22,158 - mmaction - INFO - Epoch [195][620/999] lr: 8.273e-02, eta: 17:15:58, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4589, top5_acc: 0.7069, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.0660 2020-10-07 17:24:42,172 - mmaction - INFO - Epoch [195][640/999] lr: 8.273e-02, eta: 17:15:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4646, top5_acc: 0.7000, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.0527 2020-10-07 17:25:02,247 - mmaction - INFO - Epoch [195][660/999] lr: 8.273e-02, eta: 17:15:16, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4576, top5_acc: 0.7087, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.0454 2020-10-07 17:25:22,297 - mmaction - INFO - Epoch [195][680/999] lr: 8.273e-02, eta: 17:14:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4707, top5_acc: 0.7087, loss_cls: 2.3806, loss: 2.3806, grad_norm: 2.0478 2020-10-07 17:25:42,376 - mmaction - INFO - Epoch [195][700/999] lr: 8.273e-02, eta: 17:14:34, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4698, top5_acc: 0.7000, loss_cls: 2.3979, loss: 2.3979, grad_norm: 2.0368 2020-10-07 17:26:02,543 - mmaction - INFO - Epoch [195][720/999] lr: 8.273e-02, eta: 17:14:13, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4659, top5_acc: 0.7023, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.0265 2020-10-07 17:26:22,644 - mmaction - INFO - Epoch [195][740/999] lr: 8.273e-02, eta: 17:13:52, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4659, top5_acc: 0.7031, loss_cls: 2.4216, loss: 2.4216, grad_norm: 2.0059 2020-10-07 17:26:42,720 - mmaction - INFO - Epoch [195][760/999] lr: 8.273e-02, eta: 17:13:32, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4730, top5_acc: 0.7074, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.0139 2020-10-07 17:27:02,907 - mmaction - INFO - Epoch [195][780/999] lr: 8.273e-02, eta: 17:13:11, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.4702, top5_acc: 0.7064, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.0233 2020-10-07 17:27:23,003 - mmaction - INFO - Epoch [195][800/999] lr: 8.273e-02, eta: 17:12:50, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4638, top5_acc: 0.7064, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.0406 2020-10-07 17:27:43,082 - mmaction - INFO - Epoch [195][820/999] lr: 8.273e-02, eta: 17:12:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7055, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.0304 2020-10-07 17:28:03,124 - mmaction - INFO - Epoch [195][840/999] lr: 8.273e-02, eta: 17:12:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7069, loss_cls: 2.3740, loss: 2.3740, grad_norm: 2.0121 2020-10-07 17:28:23,264 - mmaction - INFO - Epoch [195][860/999] lr: 8.273e-02, eta: 17:11:47, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4685, top5_acc: 0.7137, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.0409 2020-10-07 17:28:43,397 - mmaction - INFO - Epoch [195][880/999] lr: 8.273e-02, eta: 17:11:27, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4672, top5_acc: 0.7016, loss_cls: 2.3949, loss: 2.3949, grad_norm: 2.0266 2020-10-07 17:29:03,469 - mmaction - INFO - Epoch [195][900/999] lr: 8.273e-02, eta: 17:11:06, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4646, top5_acc: 0.7065, loss_cls: 2.4109, loss: 2.4109, grad_norm: 1.9985 2020-10-07 17:29:23,559 - mmaction - INFO - Epoch [195][920/999] lr: 8.273e-02, eta: 17:10:45, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4757, top5_acc: 0.7090, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.0188 2020-10-07 17:29:43,744 - mmaction - INFO - Epoch [195][940/999] lr: 8.273e-02, eta: 17:10:24, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.4617, top5_acc: 0.7008, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.0286 2020-10-07 17:30:03,757 - mmaction - INFO - Epoch [195][960/999] lr: 8.273e-02, eta: 17:10:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4689, top5_acc: 0.7008, loss_cls: 2.4265, loss: 2.4265, grad_norm: 2.0337 2020-10-07 17:30:24,848 - mmaction - INFO - Epoch [195][980/999] lr: 8.273e-02, eta: 17:09:46, time: 1.055, data_time: 0.003, memory: 8478, top1_acc: 0.4594, top5_acc: 0.7003, loss_cls: 2.4043, loss: 2.4043, grad_norm: 2.0571 2020-10-07 17:31:33,591 - mmaction - INFO - Epoch [196][20/999] lr: 8.020e-02, eta: 17:09:39, time: 2.484, data_time: 1.320, memory: 8478, top1_acc: 0.4688, top5_acc: 0.7111, loss_cls: 2.3740, loss: 2.3740, grad_norm: 2.0037 2020-10-07 17:31:53,265 - mmaction - INFO - Epoch [196][40/999] lr: 8.020e-02, eta: 17:09:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.4845, top5_acc: 0.7177, loss_cls: 2.3413, loss: 2.3413, grad_norm: 2.0423 2020-10-07 17:32:13,177 - mmaction - INFO - Epoch [196][60/999] lr: 8.020e-02, eta: 17:08:55, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4802, top5_acc: 0.7156, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.0142 2020-10-07 17:32:33,359 - mmaction - INFO - Epoch [196][80/999] lr: 8.020e-02, eta: 17:08:34, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4723, top5_acc: 0.7132, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.0540 2020-10-07 17:32:53,308 - mmaction - INFO - Epoch [196][100/999] lr: 8.020e-02, eta: 17:08:13, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4703, top5_acc: 0.7103, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.0557 2020-10-07 17:33:13,461 - mmaction - INFO - Epoch [196][120/999] lr: 8.020e-02, eta: 17:07:52, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4833, top5_acc: 0.7117, loss_cls: 2.3537, loss: 2.3537, grad_norm: 2.0034 2020-10-07 17:33:33,571 - mmaction - INFO - Epoch [196][140/999] lr: 8.020e-02, eta: 17:07:31, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4672, top5_acc: 0.7077, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.0660 2020-10-07 17:33:53,574 - mmaction - INFO - Epoch [196][160/999] lr: 8.020e-02, eta: 17:07:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4746, top5_acc: 0.7103, loss_cls: 2.3635, loss: 2.3635, grad_norm: 2.0150 2020-10-07 17:34:13,546 - mmaction - INFO - Epoch [196][180/999] lr: 8.020e-02, eta: 17:06:49, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4641, top5_acc: 0.7025, loss_cls: 2.3875, loss: 2.3875, grad_norm: 2.0858 2020-10-07 17:34:33,592 - mmaction - INFO - Epoch [196][200/999] lr: 8.020e-02, eta: 17:06:28, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4727, top5_acc: 0.7111, loss_cls: 2.3783, loss: 2.3783, grad_norm: 2.0274 2020-10-07 17:34:53,688 - mmaction - INFO - Epoch [196][220/999] lr: 8.020e-02, eta: 17:06:07, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4684, top5_acc: 0.7086, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.0606 2020-10-07 17:35:13,707 - mmaction - INFO - Epoch [196][240/999] lr: 8.020e-02, eta: 17:05:46, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4814, top5_acc: 0.7117, loss_cls: 2.3285, loss: 2.3285, grad_norm: 2.0398 2020-10-07 17:35:33,716 - mmaction - INFO - Epoch [196][260/999] lr: 8.020e-02, eta: 17:05:25, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4711, top5_acc: 0.7096, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.0660 2020-10-07 17:35:53,791 - mmaction - INFO - Epoch [196][280/999] lr: 8.020e-02, eta: 17:05:04, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4842, top5_acc: 0.7163, loss_cls: 2.3441, loss: 2.3441, grad_norm: 2.0311 2020-10-07 17:36:13,733 - mmaction - INFO - Epoch [196][300/999] lr: 8.020e-02, eta: 17:04:43, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4759, top5_acc: 0.7165, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.0596 2020-10-07 17:36:33,661 - mmaction - INFO - Epoch [196][320/999] lr: 8.020e-02, eta: 17:04:21, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4659, top5_acc: 0.7132, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.0634 2020-10-07 17:36:53,631 - mmaction - INFO - Epoch [196][340/999] lr: 8.020e-02, eta: 17:04:00, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4745, top5_acc: 0.7141, loss_cls: 2.3688, loss: 2.3688, grad_norm: 2.0341 2020-10-07 17:37:13,557 - mmaction - INFO - Epoch [196][360/999] lr: 8.020e-02, eta: 17:03:39, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4685, top5_acc: 0.7046, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.0318 2020-10-07 17:37:33,565 - mmaction - INFO - Epoch [196][380/999] lr: 8.020e-02, eta: 17:03:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4741, top5_acc: 0.7061, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.0494 2020-10-07 17:37:53,627 - mmaction - INFO - Epoch [196][400/999] lr: 8.020e-02, eta: 17:02:57, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4693, top5_acc: 0.7108, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.0245 2020-10-07 17:38:13,624 - mmaction - INFO - Epoch [196][420/999] lr: 8.020e-02, eta: 17:02:36, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4796, top5_acc: 0.7148, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.0446 2020-10-07 17:38:33,557 - mmaction - INFO - Epoch [196][440/999] lr: 8.020e-02, eta: 17:02:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4668, top5_acc: 0.7094, loss_cls: 2.3799, loss: 2.3799, grad_norm: 2.0698 2020-10-07 17:38:53,564 - mmaction - INFO - Epoch [196][460/999] lr: 8.020e-02, eta: 17:01:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4849, top5_acc: 0.7199, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.0523 2020-10-07 17:39:13,598 - mmaction - INFO - Epoch [196][480/999] lr: 8.020e-02, eta: 17:01:32, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4772, top5_acc: 0.7126, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.0517 2020-10-07 17:39:33,680 - mmaction - INFO - Epoch [196][500/999] lr: 8.020e-02, eta: 17:01:11, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4723, top5_acc: 0.7073, loss_cls: 2.3760, loss: 2.3760, grad_norm: 2.0599 2020-10-07 17:39:53,590 - mmaction - INFO - Epoch [196][520/999] lr: 8.020e-02, eta: 17:00:50, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4758, top5_acc: 0.7046, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.0340 2020-10-07 17:40:13,594 - mmaction - INFO - Epoch [196][540/999] lr: 8.020e-02, eta: 17:00:29, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4734, top5_acc: 0.7126, loss_cls: 2.3314, loss: 2.3314, grad_norm: 2.0237 2020-10-07 17:40:33,537 - mmaction - INFO - Epoch [196][560/999] lr: 8.020e-02, eta: 17:00:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4746, top5_acc: 0.7073, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.0333 2020-10-07 17:40:53,561 - mmaction - INFO - Epoch [196][580/999] lr: 8.020e-02, eta: 16:59:46, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4772, top5_acc: 0.7189, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.0624 2020-10-07 17:41:13,518 - mmaction - INFO - Epoch [196][600/999] lr: 8.020e-02, eta: 16:59:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4682, top5_acc: 0.7120, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.0763 2020-10-07 17:41:33,416 - mmaction - INFO - Epoch [196][620/999] lr: 8.020e-02, eta: 16:59:04, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4691, top5_acc: 0.7012, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.0601 2020-10-07 17:41:53,415 - mmaction - INFO - Epoch [196][640/999] lr: 8.020e-02, eta: 16:58:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4734, top5_acc: 0.7082, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.0998 2020-10-07 17:42:13,315 - mmaction - INFO - Epoch [196][660/999] lr: 8.020e-02, eta: 16:58:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4651, top5_acc: 0.7043, loss_cls: 2.3945, loss: 2.3945, grad_norm: 2.0775 2020-10-07 17:42:33,251 - mmaction - INFO - Epoch [196][680/999] lr: 8.020e-02, eta: 16:58:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4685, top5_acc: 0.7173, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.0516 2020-10-07 17:42:53,219 - mmaction - INFO - Epoch [196][700/999] lr: 8.020e-02, eta: 16:57:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4681, top5_acc: 0.7068, loss_cls: 2.3978, loss: 2.3978, grad_norm: 2.0750 2020-10-07 17:43:13,216 - mmaction - INFO - Epoch [196][720/999] lr: 8.020e-02, eta: 16:57:17, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4827, top5_acc: 0.7163, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.0673 2020-10-07 17:43:33,157 - mmaction - INFO - Epoch [196][740/999] lr: 8.020e-02, eta: 16:56:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4684, top5_acc: 0.7018, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.0776 2020-10-07 17:43:53,224 - mmaction - INFO - Epoch [196][760/999] lr: 8.020e-02, eta: 16:56:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4702, top5_acc: 0.7038, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.0501 2020-10-07 17:44:13,113 - mmaction - INFO - Epoch [196][780/999] lr: 8.020e-02, eta: 16:56:14, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4690, top5_acc: 0.7059, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.0359 2020-10-07 17:44:33,020 - mmaction - INFO - Epoch [196][800/999] lr: 8.020e-02, eta: 16:55:52, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4771, top5_acc: 0.7185, loss_cls: 2.3621, loss: 2.3621, grad_norm: 2.0510 2020-10-07 17:44:53,038 - mmaction - INFO - Epoch [196][820/999] lr: 8.020e-02, eta: 16:55:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4758, top5_acc: 0.7107, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.0103 2020-10-07 17:45:13,016 - mmaction - INFO - Epoch [196][840/999] lr: 8.020e-02, eta: 16:55:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4656, top5_acc: 0.7003, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.0403 2020-10-07 17:45:33,031 - mmaction - INFO - Epoch [196][860/999] lr: 8.020e-02, eta: 16:54:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4650, top5_acc: 0.7021, loss_cls: 2.3809, loss: 2.3809, grad_norm: 2.0483 2020-10-07 17:45:52,915 - mmaction - INFO - Epoch [196][880/999] lr: 8.020e-02, eta: 16:54:28, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4755, top5_acc: 0.7063, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.0417 2020-10-07 17:46:12,834 - mmaction - INFO - Epoch [196][900/999] lr: 8.020e-02, eta: 16:54:06, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4755, top5_acc: 0.7039, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.0562 2020-10-07 17:46:32,709 - mmaction - INFO - Epoch [196][920/999] lr: 8.020e-02, eta: 16:53:45, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4706, top5_acc: 0.7072, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.0537 2020-10-07 17:46:52,769 - mmaction - INFO - Epoch [196][940/999] lr: 8.020e-02, eta: 16:53:24, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4689, top5_acc: 0.7108, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.0308 2020-10-07 17:47:12,768 - mmaction - INFO - Epoch [196][960/999] lr: 8.020e-02, eta: 16:53:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4681, top5_acc: 0.7009, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.0638 2020-10-07 17:47:32,874 - mmaction - INFO - Epoch [196][980/999] lr: 8.020e-02, eta: 16:52:42, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4665, top5_acc: 0.7091, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.0561 2020-10-07 17:48:42,420 - mmaction - INFO - Epoch [197][20/999] lr: 7.771e-02, eta: 16:52:36, time: 2.525, data_time: 1.372, memory: 8478, top1_acc: 0.4715, top5_acc: 0.7134, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.0532 2020-10-07 17:49:02,049 - mmaction - INFO - Epoch [197][40/999] lr: 7.771e-02, eta: 16:52:13, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.4759, top5_acc: 0.7130, loss_cls: 2.3505, loss: 2.3505, grad_norm: 2.0288 2020-10-07 17:49:21,934 - mmaction - INFO - Epoch [197][60/999] lr: 7.771e-02, eta: 16:51:52, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4728, top5_acc: 0.7128, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.0810 2020-10-07 17:49:41,873 - mmaction - INFO - Epoch [197][80/999] lr: 7.771e-02, eta: 16:51:31, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4771, top5_acc: 0.7217, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.1212 2020-10-07 17:50:01,922 - mmaction - INFO - Epoch [197][100/999] lr: 7.771e-02, eta: 16:51:10, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4650, top5_acc: 0.7078, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.0599 2020-10-07 17:50:21,870 - mmaction - INFO - Epoch [197][120/999] lr: 7.771e-02, eta: 16:50:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4783, top5_acc: 0.7224, loss_cls: 2.3247, loss: 2.3247, grad_norm: 2.0933 2020-10-07 17:50:41,852 - mmaction - INFO - Epoch [197][140/999] lr: 7.771e-02, eta: 16:50:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4823, top5_acc: 0.7176, loss_cls: 2.2964, loss: 2.2964, grad_norm: 2.0474 2020-10-07 17:51:01,875 - mmaction - INFO - Epoch [197][160/999] lr: 7.771e-02, eta: 16:50:06, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4747, top5_acc: 0.7161, loss_cls: 2.3187, loss: 2.3187, grad_norm: 2.0889 2020-10-07 17:51:21,919 - mmaction - INFO - Epoch [197][180/999] lr: 7.771e-02, eta: 16:49:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4733, top5_acc: 0.7086, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.0718 2020-10-07 17:51:41,954 - mmaction - INFO - Epoch [197][200/999] lr: 7.771e-02, eta: 16:49:24, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4816, top5_acc: 0.7212, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.0716 2020-10-07 17:52:02,038 - mmaction - INFO - Epoch [197][220/999] lr: 7.771e-02, eta: 16:49:03, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4788, top5_acc: 0.7132, loss_cls: 2.3431, loss: 2.3431, grad_norm: 2.0709 2020-10-07 17:52:21,965 - mmaction - INFO - Epoch [197][240/999] lr: 7.771e-02, eta: 16:48:42, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4831, top5_acc: 0.7169, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.0329 2020-10-07 17:52:42,005 - mmaction - INFO - Epoch [197][260/999] lr: 7.771e-02, eta: 16:48:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4862, top5_acc: 0.7207, loss_cls: 2.2973, loss: 2.2973, grad_norm: 2.0467 2020-10-07 17:53:02,084 - mmaction - INFO - Epoch [197][280/999] lr: 7.771e-02, eta: 16:48:00, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.4790, top5_acc: 0.7139, loss_cls: 2.3289, loss: 2.3289, grad_norm: 2.0759 2020-10-07 17:53:22,145 - mmaction - INFO - Epoch [197][300/999] lr: 7.771e-02, eta: 16:47:39, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4759, top5_acc: 0.7150, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.0035 2020-10-07 17:53:42,259 - mmaction - INFO - Epoch [197][320/999] lr: 7.771e-02, eta: 16:47:19, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.4798, top5_acc: 0.7125, loss_cls: 2.3525, loss: 2.3525, grad_norm: 2.0794 2020-10-07 17:54:02,223 - mmaction - INFO - Epoch [197][340/999] lr: 7.771e-02, eta: 16:46:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4721, top5_acc: 0.7051, loss_cls: 2.3856, loss: 2.3856, grad_norm: 2.0971 2020-10-07 17:54:22,281 - mmaction - INFO - Epoch [197][360/999] lr: 7.771e-02, eta: 16:46:36, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4896, top5_acc: 0.7160, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.0759 2020-10-07 17:54:42,313 - mmaction - INFO - Epoch [197][380/999] lr: 7.771e-02, eta: 16:46:15, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4727, top5_acc: 0.7027, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.0796 2020-10-07 17:55:02,290 - mmaction - INFO - Epoch [197][400/999] lr: 7.771e-02, eta: 16:45:54, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4704, top5_acc: 0.7087, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.0767 2020-10-07 17:55:22,290 - mmaction - INFO - Epoch [197][420/999] lr: 7.771e-02, eta: 16:45:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4798, top5_acc: 0.7171, loss_cls: 2.3514, loss: 2.3514, grad_norm: 2.0675 2020-10-07 17:55:42,430 - mmaction - INFO - Epoch [197][440/999] lr: 7.771e-02, eta: 16:45:13, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4730, top5_acc: 0.7121, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.0857 2020-10-07 17:56:02,352 - mmaction - INFO - Epoch [197][460/999] lr: 7.771e-02, eta: 16:44:51, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4747, top5_acc: 0.7151, loss_cls: 2.3434, loss: 2.3434, grad_norm: 2.0915 2020-10-07 17:56:22,289 - mmaction - INFO - Epoch [197][480/999] lr: 7.771e-02, eta: 16:44:30, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4781, top5_acc: 0.7139, loss_cls: 2.3518, loss: 2.3518, grad_norm: 2.0502 2020-10-07 17:56:42,300 - mmaction - INFO - Epoch [197][500/999] lr: 7.771e-02, eta: 16:44:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4685, top5_acc: 0.7022, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.0786 2020-10-07 17:57:02,249 - mmaction - INFO - Epoch [197][520/999] lr: 7.771e-02, eta: 16:43:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4724, top5_acc: 0.7051, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.0235 2020-10-07 17:57:22,215 - mmaction - INFO - Epoch [197][540/999] lr: 7.771e-02, eta: 16:43:27, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4768, top5_acc: 0.7134, loss_cls: 2.3375, loss: 2.3375, grad_norm: 2.0888 2020-10-07 17:57:42,186 - mmaction - INFO - Epoch [197][560/999] lr: 7.771e-02, eta: 16:43:06, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4766, top5_acc: 0.7056, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.0492 2020-10-07 17:58:02,194 - mmaction - INFO - Epoch [197][580/999] lr: 7.771e-02, eta: 16:42:45, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4645, top5_acc: 0.7063, loss_cls: 2.3856, loss: 2.3856, grad_norm: 2.0868 2020-10-07 17:58:22,203 - mmaction - INFO - Epoch [197][600/999] lr: 7.771e-02, eta: 16:42:23, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4815, top5_acc: 0.7151, loss_cls: 2.3437, loss: 2.3437, grad_norm: 2.0875 2020-10-07 17:58:42,282 - mmaction - INFO - Epoch [197][620/999] lr: 7.771e-02, eta: 16:42:03, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4651, top5_acc: 0.7103, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.0754 2020-10-07 17:59:02,309 - mmaction - INFO - Epoch [197][640/999] lr: 7.771e-02, eta: 16:41:42, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4792, top5_acc: 0.7118, loss_cls: 2.3491, loss: 2.3491, grad_norm: 2.0677 2020-10-07 17:59:22,337 - mmaction - INFO - Epoch [197][660/999] lr: 7.771e-02, eta: 16:41:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4766, top5_acc: 0.7115, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.0591 2020-10-07 17:59:42,306 - mmaction - INFO - Epoch [197][680/999] lr: 7.771e-02, eta: 16:41:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4685, top5_acc: 0.6983, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.1017 2020-10-07 18:00:02,332 - mmaction - INFO - Epoch [197][700/999] lr: 7.771e-02, eta: 16:40:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4717, top5_acc: 0.7082, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.0753 2020-10-07 18:00:24,226 - mmaction - INFO - Epoch [197][720/999] lr: 7.771e-02, eta: 16:40:23, time: 1.099, data_time: 0.006, memory: 8478, top1_acc: 0.4616, top5_acc: 0.7029, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.0898 2020-10-07 18:00:44,261 - mmaction - INFO - Epoch [197][740/999] lr: 7.771e-02, eta: 16:40:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4715, top5_acc: 0.7176, loss_cls: 2.3370, loss: 2.3370, grad_norm: 2.0559 2020-10-07 18:01:04,239 - mmaction - INFO - Epoch [197][760/999] lr: 7.771e-02, eta: 16:39:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4751, top5_acc: 0.7146, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.0833 2020-10-07 18:01:24,226 - mmaction - INFO - Epoch [197][780/999] lr: 7.771e-02, eta: 16:39:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4725, top5_acc: 0.7048, loss_cls: 2.3671, loss: 2.3671, grad_norm: 2.0623 2020-10-07 18:01:44,256 - mmaction - INFO - Epoch [197][800/999] lr: 7.771e-02, eta: 16:38:59, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4728, top5_acc: 0.7107, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.0857 2020-10-07 18:02:04,202 - mmaction - INFO - Epoch [197][820/999] lr: 7.771e-02, eta: 16:38:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4733, top5_acc: 0.7074, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.0573 2020-10-07 18:02:24,081 - mmaction - INFO - Epoch [197][840/999] lr: 7.771e-02, eta: 16:38:16, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4729, top5_acc: 0.7128, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.0446 2020-10-07 18:02:44,145 - mmaction - INFO - Epoch [197][860/999] lr: 7.771e-02, eta: 16:37:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4659, top5_acc: 0.7099, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.0732 2020-10-07 18:03:04,163 - mmaction - INFO - Epoch [197][880/999] lr: 7.771e-02, eta: 16:37:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4711, top5_acc: 0.7122, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.0657 2020-10-07 18:03:24,129 - mmaction - INFO - Epoch [197][900/999] lr: 7.771e-02, eta: 16:37:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4693, top5_acc: 0.7053, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.0784 2020-10-07 18:03:44,187 - mmaction - INFO - Epoch [197][920/999] lr: 7.771e-02, eta: 16:36:53, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4646, top5_acc: 0.7062, loss_cls: 2.3960, loss: 2.3960, grad_norm: 2.0693 2020-10-07 18:04:04,115 - mmaction - INFO - Epoch [197][940/999] lr: 7.771e-02, eta: 16:36:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4660, top5_acc: 0.7039, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.0780 2020-10-07 18:04:24,152 - mmaction - INFO - Epoch [197][960/999] lr: 7.771e-02, eta: 16:36:10, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4639, top5_acc: 0.7070, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.0711 2020-10-07 18:04:44,095 - mmaction - INFO - Epoch [197][980/999] lr: 7.771e-02, eta: 16:35:49, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4754, top5_acc: 0.7132, loss_cls: 2.3594, loss: 2.3594, grad_norm: 2.0724 2020-10-07 18:05:57,764 - mmaction - INFO - Epoch [198][20/999] lr: 7.526e-02, eta: 16:35:47, time: 2.641, data_time: 1.613, memory: 8478, top1_acc: 0.4745, top5_acc: 0.7125, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.0841 2020-10-07 18:06:17,476 - mmaction - INFO - Epoch [198][40/999] lr: 7.526e-02, eta: 16:35:25, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.4818, top5_acc: 0.7206, loss_cls: 2.3119, loss: 2.3119, grad_norm: 2.0675 2020-10-07 18:06:37,201 - mmaction - INFO - Epoch [198][60/999] lr: 7.526e-02, eta: 16:35:03, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.4803, top5_acc: 0.7148, loss_cls: 2.3064, loss: 2.3064, grad_norm: 2.0980 2020-10-07 18:06:57,123 - mmaction - INFO - Epoch [198][80/999] lr: 7.526e-02, eta: 16:34:42, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4728, top5_acc: 0.7116, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.0931 2020-10-07 18:07:17,071 - mmaction - INFO - Epoch [198][100/999] lr: 7.526e-02, eta: 16:34:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4763, top5_acc: 0.7130, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.1119 2020-10-07 18:07:37,048 - mmaction - INFO - Epoch [198][120/999] lr: 7.526e-02, eta: 16:34:00, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4824, top5_acc: 0.7133, loss_cls: 2.3360, loss: 2.3360, grad_norm: 2.0816 2020-10-07 18:07:57,070 - mmaction - INFO - Epoch [198][140/999] lr: 7.526e-02, eta: 16:33:39, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4749, top5_acc: 0.7090, loss_cls: 2.3603, loss: 2.3603, grad_norm: 2.0770 2020-10-07 18:08:17,167 - mmaction - INFO - Epoch [198][160/999] lr: 7.526e-02, eta: 16:33:18, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.4827, top5_acc: 0.7098, loss_cls: 2.3338, loss: 2.3338, grad_norm: 2.0557 2020-10-07 18:08:37,199 - mmaction - INFO - Epoch [198][180/999] lr: 7.526e-02, eta: 16:32:57, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4846, top5_acc: 0.7164, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.0864 2020-10-07 18:08:57,177 - mmaction - INFO - Epoch [198][200/999] lr: 7.526e-02, eta: 16:32:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4711, top5_acc: 0.7145, loss_cls: 2.3748, loss: 2.3748, grad_norm: 2.0923 2020-10-07 18:09:17,222 - mmaction - INFO - Epoch [198][220/999] lr: 7.526e-02, eta: 16:32:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4728, top5_acc: 0.7100, loss_cls: 2.3621, loss: 2.3621, grad_norm: 2.0996 2020-10-07 18:09:37,333 - mmaction - INFO - Epoch [198][240/999] lr: 7.526e-02, eta: 16:31:54, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.4874, top5_acc: 0.7240, loss_cls: 2.3027, loss: 2.3027, grad_norm: 2.0870 2020-10-07 18:09:57,311 - mmaction - INFO - Epoch [198][260/999] lr: 7.526e-02, eta: 16:31:33, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4811, top5_acc: 0.7254, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.0735 2020-10-07 18:10:17,323 - mmaction - INFO - Epoch [198][280/999] lr: 7.526e-02, eta: 16:31:12, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4753, top5_acc: 0.7043, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.1225 2020-10-07 18:10:37,322 - mmaction - INFO - Epoch [198][300/999] lr: 7.526e-02, eta: 16:30:51, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4747, top5_acc: 0.7115, loss_cls: 2.3255, loss: 2.3255, grad_norm: 2.0878 2020-10-07 18:10:57,292 - mmaction - INFO - Epoch [198][320/999] lr: 7.526e-02, eta: 16:30:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4668, top5_acc: 0.7100, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.0784 2020-10-07 18:11:17,446 - mmaction - INFO - Epoch [198][340/999] lr: 7.526e-02, eta: 16:30:09, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4730, top5_acc: 0.7081, loss_cls: 2.3631, loss: 2.3631, grad_norm: 2.0744 2020-10-07 18:11:37,426 - mmaction - INFO - Epoch [198][360/999] lr: 7.526e-02, eta: 16:29:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4815, top5_acc: 0.7099, loss_cls: 2.3498, loss: 2.3498, grad_norm: 2.0995 2020-10-07 18:11:57,497 - mmaction - INFO - Epoch [198][380/999] lr: 7.526e-02, eta: 16:29:27, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4831, top5_acc: 0.7195, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.0849 2020-10-07 18:12:17,535 - mmaction - INFO - Epoch [198][400/999] lr: 7.526e-02, eta: 16:29:06, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4828, top5_acc: 0.7154, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.0946 2020-10-07 18:12:37,577 - mmaction - INFO - Epoch [198][420/999] lr: 7.526e-02, eta: 16:28:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4858, top5_acc: 0.7260, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.1024 2020-10-07 18:12:57,619 - mmaction - INFO - Epoch [198][440/999] lr: 7.526e-02, eta: 16:28:25, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4788, top5_acc: 0.7100, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.1292 2020-10-07 18:13:17,629 - mmaction - INFO - Epoch [198][460/999] lr: 7.526e-02, eta: 16:28:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4729, top5_acc: 0.7056, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.0946 2020-10-07 18:13:37,497 - mmaction - INFO - Epoch [198][480/999] lr: 7.526e-02, eta: 16:27:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4823, top5_acc: 0.7102, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.0757 2020-10-07 18:13:57,403 - mmaction - INFO - Epoch [198][500/999] lr: 7.526e-02, eta: 16:27:21, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.4844, top5_acc: 0.7161, loss_cls: 2.3428, loss: 2.3428, grad_norm: 2.1078 2020-10-07 18:14:17,334 - mmaction - INFO - Epoch [198][520/999] lr: 7.526e-02, eta: 16:27:00, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4737, top5_acc: 0.7129, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.1283 2020-10-07 18:14:37,337 - mmaction - INFO - Epoch [198][540/999] lr: 7.526e-02, eta: 16:26:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4720, top5_acc: 0.7155, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.0923 2020-10-07 18:14:57,268 - mmaction - INFO - Epoch [198][560/999] lr: 7.526e-02, eta: 16:26:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4815, top5_acc: 0.7167, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.0725 2020-10-07 18:15:17,214 - mmaction - INFO - Epoch [198][580/999] lr: 7.526e-02, eta: 16:25:56, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4858, top5_acc: 0.7243, loss_cls: 2.2883, loss: 2.2883, grad_norm: 2.1172 2020-10-07 18:15:37,228 - mmaction - INFO - Epoch [198][600/999] lr: 7.526e-02, eta: 16:25:35, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4738, top5_acc: 0.7076, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.1214 2020-10-07 18:15:57,181 - mmaction - INFO - Epoch [198][620/999] lr: 7.526e-02, eta: 16:25:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4760, top5_acc: 0.7069, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.0827 2020-10-07 18:16:17,375 - mmaction - INFO - Epoch [198][640/999] lr: 7.526e-02, eta: 16:24:54, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.4762, top5_acc: 0.7197, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.0800 2020-10-07 18:16:37,366 - mmaction - INFO - Epoch [198][660/999] lr: 7.526e-02, eta: 16:24:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.0749 2020-10-07 18:16:57,340 - mmaction - INFO - Epoch [198][680/999] lr: 7.526e-02, eta: 16:24:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4754, top5_acc: 0.7120, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.1142 2020-10-07 18:17:17,357 - mmaction - INFO - Epoch [198][700/999] lr: 7.526e-02, eta: 16:23:51, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4749, top5_acc: 0.7115, loss_cls: 2.3495, loss: 2.3495, grad_norm: 2.1177 2020-10-07 18:17:37,377 - mmaction - INFO - Epoch [198][720/999] lr: 7.526e-02, eta: 16:23:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4835, top5_acc: 0.7242, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.0810 2020-10-07 18:17:57,231 - mmaction - INFO - Epoch [198][740/999] lr: 7.526e-02, eta: 16:23:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.1209 2020-10-07 18:18:17,101 - mmaction - INFO - Epoch [198][760/999] lr: 7.526e-02, eta: 16:22:47, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4695, top5_acc: 0.7130, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.0675 2020-10-07 18:18:37,066 - mmaction - INFO - Epoch [198][780/999] lr: 7.526e-02, eta: 16:22:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4668, top5_acc: 0.7090, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.1170 2020-10-07 18:18:57,109 - mmaction - INFO - Epoch [198][800/999] lr: 7.526e-02, eta: 16:22:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4678, top5_acc: 0.7117, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.1003 2020-10-07 18:19:17,050 - mmaction - INFO - Epoch [198][820/999] lr: 7.526e-02, eta: 16:21:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4740, top5_acc: 0.7148, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.0856 2020-10-07 18:19:37,119 - mmaction - INFO - Epoch [198][840/999] lr: 7.526e-02, eta: 16:21:23, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4733, top5_acc: 0.7089, loss_cls: 2.3609, loss: 2.3609, grad_norm: 2.1137 2020-10-07 18:19:57,186 - mmaction - INFO - Epoch [198][860/999] lr: 7.526e-02, eta: 16:21:02, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4759, top5_acc: 0.7135, loss_cls: 2.3408, loss: 2.3408, grad_norm: 2.1208 2020-10-07 18:20:17,028 - mmaction - INFO - Epoch [198][880/999] lr: 7.526e-02, eta: 16:20:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4659, top5_acc: 0.7113, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.1213 2020-10-07 18:20:36,912 - mmaction - INFO - Epoch [198][900/999] lr: 7.526e-02, eta: 16:20:20, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4674, top5_acc: 0.7070, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.0997 2020-10-07 18:20:56,972 - mmaction - INFO - Epoch [198][920/999] lr: 7.526e-02, eta: 16:19:59, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4704, top5_acc: 0.7151, loss_cls: 2.3474, loss: 2.3474, grad_norm: 2.1097 2020-10-07 18:21:16,909 - mmaction - INFO - Epoch [198][940/999] lr: 7.526e-02, eta: 16:19:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4753, top5_acc: 0.7068, loss_cls: 2.3599, loss: 2.3599, grad_norm: 2.1061 2020-10-07 18:21:36,946 - mmaction - INFO - Epoch [198][960/999] lr: 7.526e-02, eta: 16:19:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4844, top5_acc: 0.7161, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.0889 2020-10-07 18:21:56,768 - mmaction - INFO - Epoch [198][980/999] lr: 7.526e-02, eta: 16:18:55, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.4727, top5_acc: 0.7089, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.1167 2020-10-07 18:23:05,555 - mmaction - INFO - Epoch [199][20/999] lr: 7.284e-02, eta: 16:18:42, time: 2.479, data_time: 1.354, memory: 8478, top1_acc: 0.4846, top5_acc: 0.7266, loss_cls: 2.2926, loss: 2.2926, grad_norm: 2.0874 2020-10-07 18:23:25,204 - mmaction - INFO - Epoch [199][40/999] lr: 7.284e-02, eta: 16:18:20, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.4848, top5_acc: 0.7202, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.1136 2020-10-07 18:23:45,129 - mmaction - INFO - Epoch [199][60/999] lr: 7.284e-02, eta: 16:17:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4896, top5_acc: 0.7238, loss_cls: 2.2705, loss: 2.2705, grad_norm: 2.0498 2020-10-07 18:24:05,119 - mmaction - INFO - Epoch [199][80/999] lr: 7.284e-02, eta: 16:17:38, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4818, top5_acc: 0.7161, loss_cls: 2.3037, loss: 2.3037, grad_norm: 2.0795 2020-10-07 18:24:25,204 - mmaction - INFO - Epoch [199][100/999] lr: 7.284e-02, eta: 16:17:17, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4684, top5_acc: 0.7137, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.1265 2020-10-07 18:24:45,211 - mmaction - INFO - Epoch [199][120/999] lr: 7.284e-02, eta: 16:16:56, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4716, top5_acc: 0.7118, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.1346 2020-10-07 18:25:05,235 - mmaction - INFO - Epoch [199][140/999] lr: 7.284e-02, eta: 16:16:35, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4848, top5_acc: 0.7221, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.1152 2020-10-07 18:25:25,251 - mmaction - INFO - Epoch [199][160/999] lr: 7.284e-02, eta: 16:16:14, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.3175, loss: 2.3175, grad_norm: 2.1056 2020-10-07 18:25:45,285 - mmaction - INFO - Epoch [199][180/999] lr: 7.284e-02, eta: 16:15:54, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4857, top5_acc: 0.7182, loss_cls: 2.3100, loss: 2.3100, grad_norm: 2.1254 2020-10-07 18:26:05,345 - mmaction - INFO - Epoch [199][200/999] lr: 7.284e-02, eta: 16:15:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4716, top5_acc: 0.7115, loss_cls: 2.3514, loss: 2.3514, grad_norm: 2.1381 2020-10-07 18:26:25,427 - mmaction - INFO - Epoch [199][220/999] lr: 7.284e-02, eta: 16:15:12, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4867, top5_acc: 0.7177, loss_cls: 2.3067, loss: 2.3067, grad_norm: 2.1259 2020-10-07 18:26:45,547 - mmaction - INFO - Epoch [199][240/999] lr: 7.284e-02, eta: 16:14:51, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4762, top5_acc: 0.7133, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.1335 2020-10-07 18:27:05,577 - mmaction - INFO - Epoch [199][260/999] lr: 7.284e-02, eta: 16:14:30, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4793, top5_acc: 0.7159, loss_cls: 2.3286, loss: 2.3286, grad_norm: 2.1202 2020-10-07 18:27:25,486 - mmaction - INFO - Epoch [199][280/999] lr: 7.284e-02, eta: 16:14:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4841, top5_acc: 0.7227, loss_cls: 2.2838, loss: 2.2838, grad_norm: 2.0949 2020-10-07 18:27:45,532 - mmaction - INFO - Epoch [199][300/999] lr: 7.284e-02, eta: 16:13:48, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4850, top5_acc: 0.7210, loss_cls: 2.3134, loss: 2.3134, grad_norm: 2.1224 2020-10-07 18:28:05,506 - mmaction - INFO - Epoch [199][320/999] lr: 7.284e-02, eta: 16:13:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4760, top5_acc: 0.7129, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.1278 2020-10-07 18:28:25,659 - mmaction - INFO - Epoch [199][340/999] lr: 7.284e-02, eta: 16:13:07, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4750, top5_acc: 0.7105, loss_cls: 2.3712, loss: 2.3712, grad_norm: 2.1210 2020-10-07 18:28:45,641 - mmaction - INFO - Epoch [199][360/999] lr: 7.284e-02, eta: 16:12:46, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.4814, top5_acc: 0.7216, loss_cls: 2.3139, loss: 2.3139, grad_norm: 2.1063 2020-10-07 18:29:05,544 - mmaction - INFO - Epoch [199][380/999] lr: 7.284e-02, eta: 16:12:24, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4897, top5_acc: 0.7180, loss_cls: 2.3018, loss: 2.3018, grad_norm: 2.1146 2020-10-07 18:29:25,584 - mmaction - INFO - Epoch [199][400/999] lr: 7.284e-02, eta: 16:12:04, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.4855, top5_acc: 0.7217, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.1362 2020-10-07 18:29:45,764 - mmaction - INFO - Epoch [199][420/999] lr: 7.284e-02, eta: 16:11:43, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4784, top5_acc: 0.7186, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.1440 2020-10-07 18:30:05,759 - mmaction - INFO - Epoch [199][440/999] lr: 7.284e-02, eta: 16:11:22, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4814, top5_acc: 0.7177, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.1039 2020-10-07 18:30:26,755 - mmaction - INFO - Epoch [199][460/999] lr: 7.284e-02, eta: 16:11:04, time: 1.052, data_time: 0.004, memory: 8478, top1_acc: 0.4829, top5_acc: 0.7189, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.1100 2020-10-07 18:30:46,676 - mmaction - INFO - Epoch [199][480/999] lr: 7.284e-02, eta: 16:10:42, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.1219 2020-10-07 18:31:06,753 - mmaction - INFO - Epoch [199][500/999] lr: 7.284e-02, eta: 16:10:22, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4757, top5_acc: 0.7113, loss_cls: 2.3646, loss: 2.3646, grad_norm: 2.1022 2020-10-07 18:31:26,788 - mmaction - INFO - Epoch [199][520/999] lr: 7.284e-02, eta: 16:10:01, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4816, top5_acc: 0.7225, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.1206 2020-10-07 18:31:46,786 - mmaction - INFO - Epoch [199][540/999] lr: 7.284e-02, eta: 16:09:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4801, top5_acc: 0.7074, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.1236 2020-10-07 18:32:06,819 - mmaction - INFO - Epoch [199][560/999] lr: 7.284e-02, eta: 16:09:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4840, top5_acc: 0.7161, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.1254 2020-10-07 18:32:26,727 - mmaction - INFO - Epoch [199][580/999] lr: 7.284e-02, eta: 16:08:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4723, top5_acc: 0.7013, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.1325 2020-10-07 18:32:46,638 - mmaction - INFO - Epoch [199][600/999] lr: 7.284e-02, eta: 16:08:37, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4764, top5_acc: 0.7111, loss_cls: 2.3671, loss: 2.3671, grad_norm: 2.1383 2020-10-07 18:33:06,734 - mmaction - INFO - Epoch [199][620/999] lr: 7.284e-02, eta: 16:08:16, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4759, top5_acc: 0.7128, loss_cls: 2.3604, loss: 2.3604, grad_norm: 2.1226 2020-10-07 18:33:26,699 - mmaction - INFO - Epoch [199][640/999] lr: 7.284e-02, eta: 16:07:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2821, loss: 2.2821, grad_norm: 2.1170 2020-10-07 18:33:46,588 - mmaction - INFO - Epoch [199][660/999] lr: 7.284e-02, eta: 16:07:34, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4737, top5_acc: 0.7169, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.1246 2020-10-07 18:34:06,702 - mmaction - INFO - Epoch [199][680/999] lr: 7.284e-02, eta: 16:07:13, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4757, top5_acc: 0.7121, loss_cls: 2.3609, loss: 2.3609, grad_norm: 2.1437 2020-10-07 18:34:26,743 - mmaction - INFO - Epoch [199][700/999] lr: 7.284e-02, eta: 16:06:52, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4775, top5_acc: 0.7208, loss_cls: 2.3354, loss: 2.3354, grad_norm: 2.1296 2020-10-07 18:34:46,808 - mmaction - INFO - Epoch [199][720/999] lr: 7.284e-02, eta: 16:06:31, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4792, top5_acc: 0.7125, loss_cls: 2.3510, loss: 2.3510, grad_norm: 2.1511 2020-10-07 18:35:06,820 - mmaction - INFO - Epoch [199][740/999] lr: 7.284e-02, eta: 16:06:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4805, top5_acc: 0.7099, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.1175 2020-10-07 18:35:26,836 - mmaction - INFO - Epoch [199][760/999] lr: 7.284e-02, eta: 16:05:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4771, top5_acc: 0.7083, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.1355 2020-10-07 18:35:46,790 - mmaction - INFO - Epoch [199][780/999] lr: 7.284e-02, eta: 16:05:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4803, top5_acc: 0.7151, loss_cls: 2.3412, loss: 2.3412, grad_norm: 2.1113 2020-10-07 18:36:06,757 - mmaction - INFO - Epoch [199][800/999] lr: 7.284e-02, eta: 16:05:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4790, top5_acc: 0.7160, loss_cls: 2.3210, loss: 2.3210, grad_norm: 2.1084 2020-10-07 18:36:26,875 - mmaction - INFO - Epoch [199][820/999] lr: 7.284e-02, eta: 16:04:47, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4797, top5_acc: 0.7158, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.1416 2020-10-07 18:36:46,892 - mmaction - INFO - Epoch [199][840/999] lr: 7.284e-02, eta: 16:04:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4763, top5_acc: 0.7010, loss_cls: 2.3814, loss: 2.3814, grad_norm: 2.1108 2020-10-07 18:37:06,784 - mmaction - INFO - Epoch [199][860/999] lr: 7.284e-02, eta: 16:04:05, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4784, top5_acc: 0.7137, loss_cls: 2.3319, loss: 2.3319, grad_norm: 2.1372 2020-10-07 18:37:26,771 - mmaction - INFO - Epoch [199][880/999] lr: 7.284e-02, eta: 16:03:44, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4750, top5_acc: 0.7072, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.0963 2020-10-07 18:37:46,744 - mmaction - INFO - Epoch [199][900/999] lr: 7.284e-02, eta: 16:03:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4734, top5_acc: 0.7046, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.1059 2020-10-07 18:38:06,710 - mmaction - INFO - Epoch [199][920/999] lr: 7.284e-02, eta: 16:03:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4853, top5_acc: 0.7138, loss_cls: 2.3150, loss: 2.3150, grad_norm: 2.1063 2020-10-07 18:38:26,695 - mmaction - INFO - Epoch [199][940/999] lr: 7.284e-02, eta: 16:02:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4757, top5_acc: 0.7171, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.1073 2020-10-07 18:38:46,813 - mmaction - INFO - Epoch [199][960/999] lr: 7.284e-02, eta: 16:02:20, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4812, top5_acc: 0.7052, loss_cls: 2.3789, loss: 2.3789, grad_norm: 2.1000 2020-10-07 18:39:06,770 - mmaction - INFO - Epoch [199][980/999] lr: 7.284e-02, eta: 16:01:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4885, top5_acc: 0.7279, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.1196 2020-10-07 18:40:15,601 - mmaction - INFO - Epoch [200][20/999] lr: 7.045e-02, eta: 16:01:45, time: 2.484, data_time: 1.308, memory: 8478, top1_acc: 0.4888, top5_acc: 0.7169, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.1153 2020-10-07 18:40:35,315 - mmaction - INFO - Epoch [200][40/999] lr: 7.045e-02, eta: 16:01:23, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.4750, top5_acc: 0.7208, loss_cls: 2.3325, loss: 2.3325, grad_norm: 2.1439 2020-10-07 18:40:54,994 - mmaction - INFO - Epoch [200][60/999] lr: 7.045e-02, eta: 16:01:01, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.4871, top5_acc: 0.7253, loss_cls: 2.2520, loss: 2.2520, grad_norm: 2.0993 2020-10-07 18:41:14,895 - mmaction - INFO - Epoch [200][80/999] lr: 7.045e-02, eta: 16:00:40, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4772, top5_acc: 0.7165, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.1495 2020-10-07 18:41:34,787 - mmaction - INFO - Epoch [200][100/999] lr: 7.045e-02, eta: 16:00:19, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4832, top5_acc: 0.7255, loss_cls: 2.3098, loss: 2.3098, grad_norm: 2.1316 2020-10-07 18:41:54,710 - mmaction - INFO - Epoch [200][120/999] lr: 7.045e-02, eta: 15:59:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4790, top5_acc: 0.7115, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.0986 2020-10-07 18:42:14,799 - mmaction - INFO - Epoch [200][140/999] lr: 7.045e-02, eta: 15:59:37, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4841, top5_acc: 0.7259, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.1511 2020-10-07 18:42:34,676 - mmaction - INFO - Epoch [200][160/999] lr: 7.045e-02, eta: 15:59:16, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4816, top5_acc: 0.7177, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.1157 2020-10-07 18:42:54,722 - mmaction - INFO - Epoch [200][180/999] lr: 7.045e-02, eta: 15:58:55, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4911, top5_acc: 0.7194, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.1226 2020-10-07 18:43:14,577 - mmaction - INFO - Epoch [200][200/999] lr: 7.045e-02, eta: 15:58:34, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4855, top5_acc: 0.7155, loss_cls: 2.3056, loss: 2.3056, grad_norm: 2.1287 2020-10-07 18:43:34,717 - mmaction - INFO - Epoch [200][220/999] lr: 7.045e-02, eta: 15:58:13, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.4892, top5_acc: 0.7264, loss_cls: 2.2778, loss: 2.2778, grad_norm: 2.1047 2020-10-07 18:43:54,692 - mmaction - INFO - Epoch [200][240/999] lr: 7.045e-02, eta: 15:57:52, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4828, top5_acc: 0.7193, loss_cls: 2.3036, loss: 2.3036, grad_norm: 2.1492 2020-10-07 18:44:14,667 - mmaction - INFO - Epoch [200][260/999] lr: 7.045e-02, eta: 15:57:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4871, top5_acc: 0.7139, loss_cls: 2.3237, loss: 2.3237, grad_norm: 2.1283 2020-10-07 18:44:34,654 - mmaction - INFO - Epoch [200][280/999] lr: 7.045e-02, eta: 15:57:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4915, top5_acc: 0.7186, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.1337 2020-10-07 18:44:54,574 - mmaction - INFO - Epoch [200][300/999] lr: 7.045e-02, eta: 15:56:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4940, top5_acc: 0.7245, loss_cls: 2.2657, loss: 2.2657, grad_norm: 2.1177 2020-10-07 18:45:14,559 - mmaction - INFO - Epoch [200][320/999] lr: 7.045e-02, eta: 15:56:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4801, top5_acc: 0.7195, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.1616 2020-10-07 18:45:34,607 - mmaction - INFO - Epoch [200][340/999] lr: 7.045e-02, eta: 15:56:07, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4788, top5_acc: 0.7112, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.1496 2020-10-07 18:45:54,486 - mmaction - INFO - Epoch [200][360/999] lr: 7.045e-02, eta: 15:55:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4848, top5_acc: 0.7191, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.1105 2020-10-07 18:46:14,508 - mmaction - INFO - Epoch [200][380/999] lr: 7.045e-02, eta: 15:55:25, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4898, top5_acc: 0.7216, loss_cls: 2.2729, loss: 2.2729, grad_norm: 2.1238 2020-10-07 18:46:34,588 - mmaction - INFO - Epoch [200][400/999] lr: 7.045e-02, eta: 15:55:04, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4885, top5_acc: 0.7215, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.1480 2020-10-07 18:46:54,458 - mmaction - INFO - Epoch [200][420/999] lr: 7.045e-02, eta: 15:54:43, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4753, top5_acc: 0.7171, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.1844 2020-10-07 18:47:14,373 - mmaction - INFO - Epoch [200][440/999] lr: 7.045e-02, eta: 15:54:22, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4827, top5_acc: 0.7201, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.1523 2020-10-07 18:47:34,493 - mmaction - INFO - Epoch [200][460/999] lr: 7.045e-02, eta: 15:54:01, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4758, top5_acc: 0.7146, loss_cls: 2.3388, loss: 2.3388, grad_norm: 2.1272 2020-10-07 18:47:54,459 - mmaction - INFO - Epoch [200][480/999] lr: 7.045e-02, eta: 15:53:40, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.4784, top5_acc: 0.7111, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.1086 2020-10-07 18:48:14,465 - mmaction - INFO - Epoch [200][500/999] lr: 7.045e-02, eta: 15:53:19, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4790, top5_acc: 0.7262, loss_cls: 2.2752, loss: 2.2752, grad_norm: 2.1403 2020-10-07 18:48:34,458 - mmaction - INFO - Epoch [200][520/999] lr: 7.045e-02, eta: 15:52:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4880, top5_acc: 0.7156, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.1478 2020-10-07 18:48:54,428 - mmaction - INFO - Epoch [200][540/999] lr: 7.045e-02, eta: 15:52:38, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4796, top5_acc: 0.7145, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.1103 2020-10-07 18:49:14,411 - mmaction - INFO - Epoch [200][560/999] lr: 7.045e-02, eta: 15:52:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4862, top5_acc: 0.7193, loss_cls: 2.2995, loss: 2.2995, grad_norm: 2.1461 2020-10-07 18:49:34,358 - mmaction - INFO - Epoch [200][580/999] lr: 7.045e-02, eta: 15:51:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4790, top5_acc: 0.7177, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.1857 2020-10-07 18:49:54,360 - mmaction - INFO - Epoch [200][600/999] lr: 7.045e-02, eta: 15:51:35, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4788, top5_acc: 0.7160, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.1866 2020-10-07 18:50:14,421 - mmaction - INFO - Epoch [200][620/999] lr: 7.045e-02, eta: 15:51:14, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4815, top5_acc: 0.7117, loss_cls: 2.3428, loss: 2.3428, grad_norm: 2.1221 2020-10-07 18:50:34,428 - mmaction - INFO - Epoch [200][640/999] lr: 7.045e-02, eta: 15:50:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4872, top5_acc: 0.7202, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.1321 2020-10-07 18:50:54,338 - mmaction - INFO - Epoch [200][660/999] lr: 7.045e-02, eta: 15:50:32, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4853, top5_acc: 0.7184, loss_cls: 2.3130, loss: 2.3130, grad_norm: 2.1414 2020-10-07 18:51:14,368 - mmaction - INFO - Epoch [200][680/999] lr: 7.045e-02, eta: 15:50:11, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4736, top5_acc: 0.7165, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.1544 2020-10-07 18:51:34,379 - mmaction - INFO - Epoch [200][700/999] lr: 7.045e-02, eta: 15:49:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4746, top5_acc: 0.7151, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.1512 2020-10-07 18:51:54,422 - mmaction - INFO - Epoch [200][720/999] lr: 7.045e-02, eta: 15:49:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4766, top5_acc: 0.7173, loss_cls: 2.3623, loss: 2.3623, grad_norm: 2.1271 2020-10-07 18:52:14,426 - mmaction - INFO - Epoch [200][740/999] lr: 7.045e-02, eta: 15:49:09, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4895, top5_acc: 0.7254, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.1490 2020-10-07 18:52:34,454 - mmaction - INFO - Epoch [200][760/999] lr: 7.045e-02, eta: 15:48:48, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4764, top5_acc: 0.7118, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.1398 2020-10-07 18:52:54,417 - mmaction - INFO - Epoch [200][780/999] lr: 7.045e-02, eta: 15:48:27, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4878, top5_acc: 0.7242, loss_cls: 2.3113, loss: 2.3113, grad_norm: 2.1542 2020-10-07 18:53:14,425 - mmaction - INFO - Epoch [200][800/999] lr: 7.045e-02, eta: 15:48:06, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4741, top5_acc: 0.7152, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.1767 2020-10-07 18:53:34,299 - mmaction - INFO - Epoch [200][820/999] lr: 7.045e-02, eta: 15:47:45, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4785, top5_acc: 0.7161, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.1757 2020-10-07 18:53:54,304 - mmaction - INFO - Epoch [200][840/999] lr: 7.045e-02, eta: 15:47:24, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4828, top5_acc: 0.7238, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.1220 2020-10-07 18:54:14,357 - mmaction - INFO - Epoch [200][860/999] lr: 7.045e-02, eta: 15:47:03, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4797, top5_acc: 0.7107, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.1486 2020-10-07 18:54:34,330 - mmaction - INFO - Epoch [200][880/999] lr: 7.045e-02, eta: 15:46:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4737, top5_acc: 0.7138, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.1325 2020-10-07 18:54:54,358 - mmaction - INFO - Epoch [200][900/999] lr: 7.045e-02, eta: 15:46:21, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4749, top5_acc: 0.7108, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.1591 2020-10-07 18:55:14,268 - mmaction - INFO - Epoch [200][920/999] lr: 7.045e-02, eta: 15:46:00, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.3549, loss: 2.3549, grad_norm: 2.1395 2020-10-07 18:55:34,300 - mmaction - INFO - Epoch [200][940/999] lr: 7.045e-02, eta: 15:45:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4822, top5_acc: 0.7195, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.1516 2020-10-07 18:55:54,189 - mmaction - INFO - Epoch [200][960/999] lr: 7.045e-02, eta: 15:45:18, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4730, top5_acc: 0.7143, loss_cls: 2.3339, loss: 2.3339, grad_norm: 2.1401 2020-10-07 18:56:14,145 - mmaction - INFO - Epoch [200][980/999] lr: 7.045e-02, eta: 15:44:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4888, top5_acc: 0.7181, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.1245 2020-10-07 18:56:33,285 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-10-07 18:57:47,451 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 18:57:49,055 - mmaction - INFO - top1_acc 0.5807 top5_acc 0.8230 2020-10-07 18:57:49,056 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 18:57:49,141 - mmaction - INFO - mean_acc 0.5794 2020-10-07 18:57:49,141 - mmaction - INFO - Now best checkpoint is epoch_200.pth 2020-10-07 18:57:49,193 - mmaction - INFO - Epoch(val) [200][999] top1_acc: 0.5807, top5_acc: 0.8230, mean_class_accuracy: 0.5794 2020-10-07 18:58:35,267 - mmaction - INFO - Epoch [201][20/999] lr: 6.810e-02, eta: 15:44:33, time: 2.301, data_time: 1.281, memory: 8478, top1_acc: 0.4792, top5_acc: 0.7236, loss_cls: 2.3058, loss: 2.3058, grad_norm: 2.1574 2020-10-07 18:58:54,873 - mmaction - INFO - Epoch [201][40/999] lr: 6.810e-02, eta: 15:44:11, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.4949, top5_acc: 0.7163, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.1427 2020-10-07 18:59:14,539 - mmaction - INFO - Epoch [201][60/999] lr: 6.810e-02, eta: 15:43:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.4876, top5_acc: 0.7276, loss_cls: 2.2653, loss: 2.2653, grad_norm: 2.1116 2020-10-07 18:59:34,390 - mmaction - INFO - Epoch [201][80/999] lr: 6.810e-02, eta: 15:43:28, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4828, top5_acc: 0.7168, loss_cls: 2.3211, loss: 2.3211, grad_norm: 2.1600 2020-10-07 18:59:54,359 - mmaction - INFO - Epoch [201][100/999] lr: 6.810e-02, eta: 15:43:07, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4767, top5_acc: 0.7125, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.1655 2020-10-07 19:00:15,803 - mmaction - INFO - Epoch [201][120/999] lr: 6.810e-02, eta: 15:42:50, time: 1.072, data_time: 0.003, memory: 8478, top1_acc: 0.4815, top5_acc: 0.7155, loss_cls: 2.3210, loss: 2.3210, grad_norm: 2.1394 2020-10-07 19:00:35,856 - mmaction - INFO - Epoch [201][140/999] lr: 6.810e-02, eta: 15:42:29, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2790, loss: 2.2790, grad_norm: 2.1127 2020-10-07 19:00:55,854 - mmaction - INFO - Epoch [201][160/999] lr: 6.810e-02, eta: 15:42:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.3011, loss: 2.3011, grad_norm: 2.1437 2020-10-07 19:01:15,941 - mmaction - INFO - Epoch [201][180/999] lr: 6.810e-02, eta: 15:41:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4892, top5_acc: 0.7242, loss_cls: 2.2690, loss: 2.2690, grad_norm: 2.1333 2020-10-07 19:01:35,985 - mmaction - INFO - Epoch [201][200/999] lr: 6.810e-02, eta: 15:41:27, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4829, top5_acc: 0.7126, loss_cls: 2.3300, loss: 2.3300, grad_norm: 2.1758 2020-10-07 19:01:55,991 - mmaction - INFO - Epoch [201][220/999] lr: 6.810e-02, eta: 15:41:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4943, top5_acc: 0.7349, loss_cls: 2.2443, loss: 2.2443, grad_norm: 2.1150 2020-10-07 19:02:15,955 - mmaction - INFO - Epoch [201][240/999] lr: 6.810e-02, eta: 15:40:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4861, top5_acc: 0.7195, loss_cls: 2.2975, loss: 2.2975, grad_norm: 2.1684 2020-10-07 19:02:35,970 - mmaction - INFO - Epoch [201][260/999] lr: 6.810e-02, eta: 15:40:24, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4861, top5_acc: 0.7243, loss_cls: 2.2735, loss: 2.2735, grad_norm: 2.1339 2020-10-07 19:02:55,929 - mmaction - INFO - Epoch [201][280/999] lr: 6.810e-02, eta: 15:40:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4854, top5_acc: 0.7198, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.1707 2020-10-07 19:03:15,929 - mmaction - INFO - Epoch [201][300/999] lr: 6.810e-02, eta: 15:39:42, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4887, top5_acc: 0.7277, loss_cls: 2.2795, loss: 2.2795, grad_norm: 2.1886 2020-10-07 19:03:35,945 - mmaction - INFO - Epoch [201][320/999] lr: 6.810e-02, eta: 15:39:21, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4846, top5_acc: 0.7151, loss_cls: 2.3199, loss: 2.3199, grad_norm: 2.1490 2020-10-07 19:03:56,012 - mmaction - INFO - Epoch [201][340/999] lr: 6.810e-02, eta: 15:39:01, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4824, top5_acc: 0.7217, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.1509 2020-10-07 19:04:16,046 - mmaction - INFO - Epoch [201][360/999] lr: 6.810e-02, eta: 15:38:40, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4945, top5_acc: 0.7229, loss_cls: 2.2727, loss: 2.2727, grad_norm: 2.1450 2020-10-07 19:04:36,153 - mmaction - INFO - Epoch [201][380/999] lr: 6.810e-02, eta: 15:38:19, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.4842, top5_acc: 0.7203, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.1329 2020-10-07 19:04:56,233 - mmaction - INFO - Epoch [201][400/999] lr: 6.810e-02, eta: 15:37:58, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4745, top5_acc: 0.7184, loss_cls: 2.3336, loss: 2.3336, grad_norm: 2.1908 2020-10-07 19:05:16,217 - mmaction - INFO - Epoch [201][420/999] lr: 6.810e-02, eta: 15:37:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4814, top5_acc: 0.7117, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.1847 2020-10-07 19:05:36,262 - mmaction - INFO - Epoch [201][440/999] lr: 6.810e-02, eta: 15:37:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4924, top5_acc: 0.7246, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.1374 2020-10-07 19:05:56,152 - mmaction - INFO - Epoch [201][460/999] lr: 6.810e-02, eta: 15:36:56, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4947, top5_acc: 0.7227, loss_cls: 2.2760, loss: 2.2760, grad_norm: 2.1236 2020-10-07 19:06:16,283 - mmaction - INFO - Epoch [201][480/999] lr: 6.810e-02, eta: 15:36:35, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4917, top5_acc: 0.7202, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.1677 2020-10-07 19:06:36,324 - mmaction - INFO - Epoch [201][500/999] lr: 6.810e-02, eta: 15:36:14, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4835, top5_acc: 0.7250, loss_cls: 2.2692, loss: 2.2692, grad_norm: 2.1677 2020-10-07 19:06:56,166 - mmaction - INFO - Epoch [201][520/999] lr: 6.810e-02, eta: 15:35:53, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4883, top5_acc: 0.7246, loss_cls: 2.2860, loss: 2.2860, grad_norm: 2.1378 2020-10-07 19:07:16,175 - mmaction - INFO - Epoch [201][540/999] lr: 6.810e-02, eta: 15:35:32, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4858, top5_acc: 0.7211, loss_cls: 2.2911, loss: 2.2911, grad_norm: 2.1668 2020-10-07 19:07:36,245 - mmaction - INFO - Epoch [201][560/999] lr: 6.810e-02, eta: 15:35:12, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4822, top5_acc: 0.7163, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.1493 2020-10-07 19:07:56,301 - mmaction - INFO - Epoch [201][580/999] lr: 6.810e-02, eta: 15:34:51, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4913, top5_acc: 0.7186, loss_cls: 2.2811, loss: 2.2811, grad_norm: 2.1639 2020-10-07 19:08:16,377 - mmaction - INFO - Epoch [201][600/999] lr: 6.810e-02, eta: 15:34:30, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.1758 2020-10-07 19:08:36,329 - mmaction - INFO - Epoch [201][620/999] lr: 6.810e-02, eta: 15:34:09, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4786, top5_acc: 0.7220, loss_cls: 2.3118, loss: 2.3118, grad_norm: 2.1552 2020-10-07 19:08:56,264 - mmaction - INFO - Epoch [201][640/999] lr: 6.810e-02, eta: 15:33:48, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4827, top5_acc: 0.7145, loss_cls: 2.3240, loss: 2.3240, grad_norm: 2.1702 2020-10-07 19:09:16,170 - mmaction - INFO - Epoch [201][660/999] lr: 6.810e-02, eta: 15:33:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4764, top5_acc: 0.7121, loss_cls: 2.3207, loss: 2.3207, grad_norm: 2.1516 2020-10-07 19:09:36,176 - mmaction - INFO - Epoch [201][680/999] lr: 6.810e-02, eta: 15:33:06, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4970, top5_acc: 0.7262, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.1471 2020-10-07 19:09:56,168 - mmaction - INFO - Epoch [201][700/999] lr: 6.810e-02, eta: 15:32:45, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4883, top5_acc: 0.7126, loss_cls: 2.3309, loss: 2.3309, grad_norm: 2.1490 2020-10-07 19:10:16,213 - mmaction - INFO - Epoch [201][720/999] lr: 6.810e-02, eta: 15:32:25, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4775, top5_acc: 0.7139, loss_cls: 2.3230, loss: 2.3230, grad_norm: 2.1839 2020-10-07 19:10:36,340 - mmaction - INFO - Epoch [201][740/999] lr: 6.810e-02, eta: 15:32:04, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.4906, top5_acc: 0.7221, loss_cls: 2.2906, loss: 2.2906, grad_norm: 2.1676 2020-10-07 19:10:56,415 - mmaction - INFO - Epoch [201][760/999] lr: 6.810e-02, eta: 15:31:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4848, top5_acc: 0.7148, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.1616 2020-10-07 19:11:16,508 - mmaction - INFO - Epoch [201][780/999] lr: 6.810e-02, eta: 15:31:23, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4775, top5_acc: 0.7151, loss_cls: 2.3287, loss: 2.3287, grad_norm: 2.1449 2020-10-07 19:11:36,521 - mmaction - INFO - Epoch [201][800/999] lr: 6.810e-02, eta: 15:31:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4796, top5_acc: 0.7211, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.1755 2020-10-07 19:11:56,594 - mmaction - INFO - Epoch [201][820/999] lr: 6.810e-02, eta: 15:30:41, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4828, top5_acc: 0.7163, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.1618 2020-10-07 19:12:16,570 - mmaction - INFO - Epoch [201][840/999] lr: 6.810e-02, eta: 15:30:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4865, top5_acc: 0.7187, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.1421 2020-10-07 19:12:36,554 - mmaction - INFO - Epoch [201][860/999] lr: 6.810e-02, eta: 15:30:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4793, top5_acc: 0.7122, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.1492 2020-10-07 19:12:56,431 - mmaction - INFO - Epoch [201][880/999] lr: 6.810e-02, eta: 15:29:38, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4745, top5_acc: 0.7224, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.1674 2020-10-07 19:13:16,589 - mmaction - INFO - Epoch [201][900/999] lr: 6.810e-02, eta: 15:29:18, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4911, top5_acc: 0.7211, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.1776 2020-10-07 19:13:36,629 - mmaction - INFO - Epoch [201][920/999] lr: 6.810e-02, eta: 15:28:57, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4902, top5_acc: 0.7160, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.1908 2020-10-07 19:13:56,655 - mmaction - INFO - Epoch [201][940/999] lr: 6.810e-02, eta: 15:28:36, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4816, top5_acc: 0.7109, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.1378 2020-10-07 19:14:16,826 - mmaction - INFO - Epoch [201][960/999] lr: 6.810e-02, eta: 15:28:16, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.4793, top5_acc: 0.7219, loss_cls: 2.3136, loss: 2.3136, grad_norm: 2.1365 2020-10-07 19:14:36,857 - mmaction - INFO - Epoch [201][980/999] lr: 6.810e-02, eta: 15:27:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.1740 2020-10-07 19:15:51,310 - mmaction - INFO - Epoch [202][20/999] lr: 6.578e-02, eta: 15:27:47, time: 2.686, data_time: 1.600, memory: 8478, top1_acc: 0.4803, top5_acc: 0.7204, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.2010 2020-10-07 19:16:12,554 - mmaction - INFO - Epoch [202][40/999] lr: 6.578e-02, eta: 15:27:29, time: 1.061, data_time: 0.002, memory: 8478, top1_acc: 0.4945, top5_acc: 0.7270, loss_cls: 2.2543, loss: 2.2543, grad_norm: 2.1325 2020-10-07 19:16:33,797 - mmaction - INFO - Epoch [202][60/999] lr: 6.578e-02, eta: 15:27:11, time: 1.064, data_time: 0.003, memory: 8478, top1_acc: 0.4931, top5_acc: 0.7277, loss_cls: 2.2617, loss: 2.2617, grad_norm: 2.1737 2020-10-07 19:16:55,030 - mmaction - INFO - Epoch [202][80/999] lr: 6.578e-02, eta: 15:26:53, time: 1.062, data_time: 0.002, memory: 8478, top1_acc: 0.4924, top5_acc: 0.7264, loss_cls: 2.2508, loss: 2.2508, grad_norm: 2.1673 2020-10-07 19:17:16,296 - mmaction - INFO - Epoch [202][100/999] lr: 6.578e-02, eta: 15:26:34, time: 1.063, data_time: 0.001, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7284, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.1862 2020-10-07 19:17:37,645 - mmaction - INFO - Epoch [202][120/999] lr: 6.578e-02, eta: 15:26:17, time: 1.068, data_time: 0.002, memory: 8478, top1_acc: 0.4957, top5_acc: 0.7297, loss_cls: 2.2480, loss: 2.2480, grad_norm: 2.1738 2020-10-07 19:17:58,889 - mmaction - INFO - Epoch [202][140/999] lr: 6.578e-02, eta: 15:25:58, time: 1.061, data_time: 0.001, memory: 8478, top1_acc: 0.4943, top5_acc: 0.7286, loss_cls: 2.2411, loss: 2.2411, grad_norm: 2.1861 2020-10-07 19:18:19,854 - mmaction - INFO - Epoch [202][160/999] lr: 6.578e-02, eta: 15:25:40, time: 1.047, data_time: 0.001, memory: 8478, top1_acc: 0.4878, top5_acc: 0.7181, loss_cls: 2.2712, loss: 2.2712, grad_norm: 2.1560 2020-10-07 19:18:39,892 - mmaction - INFO - Epoch [202][180/999] lr: 6.578e-02, eta: 15:25:19, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4909, top5_acc: 0.7201, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.1776 2020-10-07 19:18:59,978 - mmaction - INFO - Epoch [202][200/999] lr: 6.578e-02, eta: 15:24:58, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4919, top5_acc: 0.7219, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.1235 2020-10-07 19:19:20,149 - mmaction - INFO - Epoch [202][220/999] lr: 6.578e-02, eta: 15:24:38, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.4889, top5_acc: 0.7264, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.1762 2020-10-07 19:19:40,106 - mmaction - INFO - Epoch [202][240/999] lr: 6.578e-02, eta: 15:24:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4855, top5_acc: 0.7198, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.1654 2020-10-07 19:20:00,220 - mmaction - INFO - Epoch [202][260/999] lr: 6.578e-02, eta: 15:23:56, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5010, top5_acc: 0.7331, loss_cls: 2.2401, loss: 2.2401, grad_norm: 2.1627 2020-10-07 19:20:20,346 - mmaction - INFO - Epoch [202][280/999] lr: 6.578e-02, eta: 15:23:35, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.4902, top5_acc: 0.7176, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.2244 2020-10-07 19:20:40,378 - mmaction - INFO - Epoch [202][300/999] lr: 6.578e-02, eta: 15:23:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4887, top5_acc: 0.7212, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.1563 2020-10-07 19:21:00,526 - mmaction - INFO - Epoch [202][320/999] lr: 6.578e-02, eta: 15:22:54, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.4885, top5_acc: 0.7210, loss_cls: 2.2712, loss: 2.2712, grad_norm: 2.1771 2020-10-07 19:21:20,525 - mmaction - INFO - Epoch [202][340/999] lr: 6.578e-02, eta: 15:22:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4835, top5_acc: 0.7195, loss_cls: 2.3074, loss: 2.3074, grad_norm: 2.1757 2020-10-07 19:21:40,480 - mmaction - INFO - Epoch [202][360/999] lr: 6.578e-02, eta: 15:22:12, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.4901, top5_acc: 0.7174, loss_cls: 2.2904, loss: 2.2904, grad_norm: 2.2075 2020-10-07 19:22:00,580 - mmaction - INFO - Epoch [202][380/999] lr: 6.578e-02, eta: 15:21:52, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4868, top5_acc: 0.7208, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.2227 2020-10-07 19:22:20,667 - mmaction - INFO - Epoch [202][400/999] lr: 6.578e-02, eta: 15:21:31, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4900, top5_acc: 0.7191, loss_cls: 2.2994, loss: 2.2994, grad_norm: 2.1817 2020-10-07 19:22:40,772 - mmaction - INFO - Epoch [202][420/999] lr: 6.578e-02, eta: 15:21:10, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4943, top5_acc: 0.7339, loss_cls: 2.2356, loss: 2.2356, grad_norm: 2.1962 2020-10-07 19:23:00,715 - mmaction - INFO - Epoch [202][440/999] lr: 6.578e-02, eta: 15:20:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4872, top5_acc: 0.7220, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.1986 2020-10-07 19:23:20,746 - mmaction - INFO - Epoch [202][460/999] lr: 6.578e-02, eta: 15:20:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4888, top5_acc: 0.7271, loss_cls: 2.2850, loss: 2.2850, grad_norm: 2.1695 2020-10-07 19:23:40,782 - mmaction - INFO - Epoch [202][480/999] lr: 6.578e-02, eta: 15:20:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4896, top5_acc: 0.7233, loss_cls: 2.2995, loss: 2.2995, grad_norm: 2.1941 2020-10-07 19:24:00,906 - mmaction - INFO - Epoch [202][500/999] lr: 6.578e-02, eta: 15:19:47, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4897, top5_acc: 0.7143, loss_cls: 2.3087, loss: 2.3087, grad_norm: 2.1919 2020-10-07 19:24:21,003 - mmaction - INFO - Epoch [202][520/999] lr: 6.578e-02, eta: 15:19:27, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4829, top5_acc: 0.7173, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.1963 2020-10-07 19:24:41,037 - mmaction - INFO - Epoch [202][540/999] lr: 6.578e-02, eta: 15:19:06, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4805, top5_acc: 0.7197, loss_cls: 2.3100, loss: 2.3100, grad_norm: 2.1651 2020-10-07 19:25:01,066 - mmaction - INFO - Epoch [202][560/999] lr: 6.578e-02, eta: 15:18:45, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4852, top5_acc: 0.7257, loss_cls: 2.2648, loss: 2.2648, grad_norm: 2.1875 2020-10-07 19:25:21,166 - mmaction - INFO - Epoch [202][580/999] lr: 6.578e-02, eta: 15:18:24, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4917, top5_acc: 0.7262, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.2115 2020-10-07 19:25:41,127 - mmaction - INFO - Epoch [202][600/999] lr: 6.578e-02, eta: 15:18:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4706, top5_acc: 0.7139, loss_cls: 2.3407, loss: 2.3407, grad_norm: 2.2139 2020-10-07 19:26:01,163 - mmaction - INFO - Epoch [202][620/999] lr: 6.578e-02, eta: 15:17:43, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4971, top5_acc: 0.7266, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.1777 2020-10-07 19:26:21,222 - mmaction - INFO - Epoch [202][640/999] lr: 6.578e-02, eta: 15:17:22, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4892, top5_acc: 0.7230, loss_cls: 2.2796, loss: 2.2796, grad_norm: 2.1501 2020-10-07 19:26:41,266 - mmaction - INFO - Epoch [202][660/999] lr: 6.578e-02, eta: 15:17:01, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4850, top5_acc: 0.7229, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.1812 2020-10-07 19:27:01,326 - mmaction - INFO - Epoch [202][680/999] lr: 6.578e-02, eta: 15:16:40, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4829, top5_acc: 0.7211, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.1915 2020-10-07 19:27:21,290 - mmaction - INFO - Epoch [202][700/999] lr: 6.578e-02, eta: 15:16:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4975, top5_acc: 0.7255, loss_cls: 2.2559, loss: 2.2559, grad_norm: 2.1367 2020-10-07 19:27:41,366 - mmaction - INFO - Epoch [202][720/999] lr: 6.578e-02, eta: 15:15:59, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4884, top5_acc: 0.7234, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.1674 2020-10-07 19:28:01,372 - mmaction - INFO - Epoch [202][740/999] lr: 6.578e-02, eta: 15:15:38, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4945, top5_acc: 0.7311, loss_cls: 2.2398, loss: 2.2398, grad_norm: 2.2165 2020-10-07 19:28:21,437 - mmaction - INFO - Epoch [202][760/999] lr: 6.578e-02, eta: 15:15:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4859, top5_acc: 0.7202, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.2145 2020-10-07 19:28:41,497 - mmaction - INFO - Epoch [202][780/999] lr: 6.578e-02, eta: 15:14:57, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4764, top5_acc: 0.7189, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.2056 2020-10-07 19:29:01,651 - mmaction - INFO - Epoch [202][800/999] lr: 6.578e-02, eta: 15:14:36, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4861, top5_acc: 0.7195, loss_cls: 2.3145, loss: 2.3145, grad_norm: 2.1886 2020-10-07 19:29:21,646 - mmaction - INFO - Epoch [202][820/999] lr: 6.578e-02, eta: 15:14:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4962, top5_acc: 0.7277, loss_cls: 2.2613, loss: 2.2613, grad_norm: 2.1765 2020-10-07 19:29:41,694 - mmaction - INFO - Epoch [202][840/999] lr: 6.578e-02, eta: 15:13:54, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4926, top5_acc: 0.7292, loss_cls: 2.2721, loss: 2.2721, grad_norm: 2.1690 2020-10-07 19:30:01,767 - mmaction - INFO - Epoch [202][860/999] lr: 6.578e-02, eta: 15:13:34, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4816, top5_acc: 0.7143, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.1866 2020-10-07 19:30:22,770 - mmaction - INFO - Epoch [202][880/999] lr: 6.578e-02, eta: 15:13:15, time: 1.050, data_time: 0.002, memory: 8478, top1_acc: 0.4896, top5_acc: 0.7264, loss_cls: 2.2603, loss: 2.2603, grad_norm: 2.1871 2020-10-07 19:30:42,829 - mmaction - INFO - Epoch [202][900/999] lr: 6.578e-02, eta: 15:12:54, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4839, top5_acc: 0.7220, loss_cls: 2.3161, loss: 2.3161, grad_norm: 2.1876 2020-10-07 19:31:02,889 - mmaction - INFO - Epoch [202][920/999] lr: 6.578e-02, eta: 15:12:34, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4810, top5_acc: 0.7165, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.1928 2020-10-07 19:31:23,039 - mmaction - INFO - Epoch [202][940/999] lr: 6.578e-02, eta: 15:12:13, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4875, top5_acc: 0.7163, loss_cls: 2.3036, loss: 2.3036, grad_norm: 2.1891 2020-10-07 19:31:43,045 - mmaction - INFO - Epoch [202][960/999] lr: 6.578e-02, eta: 15:11:52, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4895, top5_acc: 0.7194, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.1897 2020-10-07 19:32:03,167 - mmaction - INFO - Epoch [202][980/999] lr: 6.578e-02, eta: 15:11:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4874, top5_acc: 0.7161, loss_cls: 2.3056, loss: 2.3056, grad_norm: 2.2038 2020-10-07 19:33:12,883 - mmaction - INFO - Epoch [203][20/999] lr: 6.350e-02, eta: 15:11:15, time: 2.518, data_time: 1.296, memory: 8478, top1_acc: 0.4969, top5_acc: 0.7259, loss_cls: 2.2648, loss: 2.2648, grad_norm: 2.1901 2020-10-07 19:33:32,501 - mmaction - INFO - Epoch [203][40/999] lr: 6.350e-02, eta: 15:10:53, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.4882, top5_acc: 0.7276, loss_cls: 2.2696, loss: 2.2696, grad_norm: 2.1719 2020-10-07 19:33:52,320 - mmaction - INFO - Epoch [203][60/999] lr: 6.350e-02, eta: 15:10:32, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.4944, top5_acc: 0.7293, loss_cls: 2.2333, loss: 2.2333, grad_norm: 2.1591 2020-10-07 19:34:12,390 - mmaction - INFO - Epoch [203][80/999] lr: 6.350e-02, eta: 15:10:11, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4906, top5_acc: 0.7236, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.2015 2020-10-07 19:34:32,452 - mmaction - INFO - Epoch [203][100/999] lr: 6.350e-02, eta: 15:09:50, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4979, top5_acc: 0.7243, loss_cls: 2.2185, loss: 2.2185, grad_norm: 2.1789 2020-10-07 19:34:52,502 - mmaction - INFO - Epoch [203][120/999] lr: 6.350e-02, eta: 15:09:30, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4882, top5_acc: 0.7314, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.2208 2020-10-07 19:35:12,548 - mmaction - INFO - Epoch [203][140/999] lr: 6.350e-02, eta: 15:09:09, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4956, top5_acc: 0.7298, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.1804 2020-10-07 19:35:32,589 - mmaction - INFO - Epoch [203][160/999] lr: 6.350e-02, eta: 15:08:48, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4934, top5_acc: 0.7294, loss_cls: 2.2408, loss: 2.2408, grad_norm: 2.1814 2020-10-07 19:35:52,648 - mmaction - INFO - Epoch [203][180/999] lr: 6.350e-02, eta: 15:08:27, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4939, top5_acc: 0.7223, loss_cls: 2.2829, loss: 2.2829, grad_norm: 2.2470 2020-10-07 19:36:12,611 - mmaction - INFO - Epoch [203][200/999] lr: 6.350e-02, eta: 15:08:06, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4849, top5_acc: 0.7290, loss_cls: 2.2641, loss: 2.2641, grad_norm: 2.2547 2020-10-07 19:36:32,574 - mmaction - INFO - Epoch [203][220/999] lr: 6.350e-02, eta: 15:07:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4854, top5_acc: 0.7234, loss_cls: 2.3018, loss: 2.3018, grad_norm: 2.1768 2020-10-07 19:36:52,626 - mmaction - INFO - Epoch [203][240/999] lr: 6.350e-02, eta: 15:07:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4875, top5_acc: 0.7215, loss_cls: 2.2918, loss: 2.2918, grad_norm: 2.2317 2020-10-07 19:37:12,573 - mmaction - INFO - Epoch [203][260/999] lr: 6.350e-02, eta: 15:07:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4971, top5_acc: 0.7288, loss_cls: 2.2506, loss: 2.2506, grad_norm: 2.1931 2020-10-07 19:37:32,596 - mmaction - INFO - Epoch [203][280/999] lr: 6.350e-02, eta: 15:06:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4939, top5_acc: 0.7271, loss_cls: 2.2485, loss: 2.2485, grad_norm: 2.1728 2020-10-07 19:37:52,588 - mmaction - INFO - Epoch [203][300/999] lr: 6.350e-02, eta: 15:06:22, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4893, top5_acc: 0.7240, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.1857 2020-10-07 19:38:12,623 - mmaction - INFO - Epoch [203][320/999] lr: 6.350e-02, eta: 15:06:01, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4982, top5_acc: 0.7301, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.1997 2020-10-07 19:38:32,510 - mmaction - INFO - Epoch [203][340/999] lr: 6.350e-02, eta: 15:05:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4904, top5_acc: 0.7273, loss_cls: 2.2717, loss: 2.2717, grad_norm: 2.2031 2020-10-07 19:38:52,493 - mmaction - INFO - Epoch [203][360/999] lr: 6.350e-02, eta: 15:05:19, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4970, top5_acc: 0.7290, loss_cls: 2.2678, loss: 2.2678, grad_norm: 2.2072 2020-10-07 19:39:12,443 - mmaction - INFO - Epoch [203][380/999] lr: 6.350e-02, eta: 15:04:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5031, top5_acc: 0.7245, loss_cls: 2.2485, loss: 2.2485, grad_norm: 2.1625 2020-10-07 19:39:32,498 - mmaction - INFO - Epoch [203][400/999] lr: 6.350e-02, eta: 15:04:38, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4987, top5_acc: 0.7302, loss_cls: 2.2485, loss: 2.2485, grad_norm: 2.1703 2020-10-07 19:39:52,545 - mmaction - INFO - Epoch [203][420/999] lr: 6.350e-02, eta: 15:04:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.2285 2020-10-07 19:40:12,548 - mmaction - INFO - Epoch [203][440/999] lr: 6.350e-02, eta: 15:03:56, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4892, top5_acc: 0.7266, loss_cls: 2.2597, loss: 2.2597, grad_norm: 2.2029 2020-10-07 19:40:32,511 - mmaction - INFO - Epoch [203][460/999] lr: 6.350e-02, eta: 15:03:35, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4816, top5_acc: 0.7221, loss_cls: 2.2910, loss: 2.2910, grad_norm: 2.2518 2020-10-07 19:40:52,534 - mmaction - INFO - Epoch [203][480/999] lr: 6.350e-02, eta: 15:03:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4867, top5_acc: 0.7197, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.2064 2020-10-07 19:41:12,494 - mmaction - INFO - Epoch [203][500/999] lr: 6.350e-02, eta: 15:02:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4854, top5_acc: 0.7197, loss_cls: 2.2970, loss: 2.2970, grad_norm: 2.1929 2020-10-07 19:41:32,375 - mmaction - INFO - Epoch [203][520/999] lr: 6.350e-02, eta: 15:02:33, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4876, top5_acc: 0.7280, loss_cls: 2.2575, loss: 2.2575, grad_norm: 2.2371 2020-10-07 19:41:52,363 - mmaction - INFO - Epoch [203][540/999] lr: 6.350e-02, eta: 15:02:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4930, top5_acc: 0.7257, loss_cls: 2.2698, loss: 2.2698, grad_norm: 2.2297 2020-10-07 19:42:12,290 - mmaction - INFO - Epoch [203][560/999] lr: 6.350e-02, eta: 15:01:51, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4906, top5_acc: 0.7167, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.2273 2020-10-07 19:42:32,256 - mmaction - INFO - Epoch [203][580/999] lr: 6.350e-02, eta: 15:01:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4905, top5_acc: 0.7303, loss_cls: 2.2300, loss: 2.2300, grad_norm: 2.2162 2020-10-07 19:42:52,253 - mmaction - INFO - Epoch [203][600/999] lr: 6.350e-02, eta: 15:01:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4919, top5_acc: 0.7191, loss_cls: 2.2890, loss: 2.2890, grad_norm: 2.1872 2020-10-07 19:43:12,173 - mmaction - INFO - Epoch [203][620/999] lr: 6.350e-02, eta: 15:00:48, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4974, top5_acc: 0.7242, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.2222 2020-10-07 19:43:32,248 - mmaction - INFO - Epoch [203][640/999] lr: 6.350e-02, eta: 15:00:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4957, top5_acc: 0.7243, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.2139 2020-10-07 19:43:52,265 - mmaction - INFO - Epoch [203][660/999] lr: 6.350e-02, eta: 15:00:07, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4967, top5_acc: 0.7257, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.1918 2020-10-07 19:44:12,147 - mmaction - INFO - Epoch [203][680/999] lr: 6.350e-02, eta: 14:59:46, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4872, top5_acc: 0.7237, loss_cls: 2.2806, loss: 2.2806, grad_norm: 2.2232 2020-10-07 19:44:32,050 - mmaction - INFO - Epoch [203][700/999] lr: 6.350e-02, eta: 14:59:25, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.4982, top5_acc: 0.7237, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.2311 2020-10-07 19:44:51,995 - mmaction - INFO - Epoch [203][720/999] lr: 6.350e-02, eta: 14:59:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5016, top5_acc: 0.7294, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.1804 2020-10-07 19:45:11,868 - mmaction - INFO - Epoch [203][740/999] lr: 6.350e-02, eta: 14:58:43, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.4908, top5_acc: 0.7246, loss_cls: 2.2736, loss: 2.2736, grad_norm: 2.2406 2020-10-07 19:45:31,885 - mmaction - INFO - Epoch [203][760/999] lr: 6.350e-02, eta: 14:58:22, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.2508 2020-10-07 19:45:51,941 - mmaction - INFO - Epoch [203][780/999] lr: 6.350e-02, eta: 14:58:01, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4882, top5_acc: 0.7251, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.2037 2020-10-07 19:46:11,902 - mmaction - INFO - Epoch [203][800/999] lr: 6.350e-02, eta: 14:57:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4859, top5_acc: 0.7216, loss_cls: 2.2885, loss: 2.2885, grad_norm: 2.2029 2020-10-07 19:46:32,017 - mmaction - INFO - Epoch [203][820/999] lr: 6.350e-02, eta: 14:57:20, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4805, top5_acc: 0.7155, loss_cls: 2.3226, loss: 2.3226, grad_norm: 2.2639 2020-10-07 19:46:52,004 - mmaction - INFO - Epoch [203][840/999] lr: 6.350e-02, eta: 14:56:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4814, top5_acc: 0.7128, loss_cls: 2.3226, loss: 2.3226, grad_norm: 2.2118 2020-10-07 19:47:11,941 - mmaction - INFO - Epoch [203][860/999] lr: 6.350e-02, eta: 14:56:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4796, top5_acc: 0.7116, loss_cls: 2.3624, loss: 2.3624, grad_norm: 2.2374 2020-10-07 19:47:31,927 - mmaction - INFO - Epoch [203][880/999] lr: 6.350e-02, eta: 14:56:17, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4888, top5_acc: 0.7250, loss_cls: 2.2799, loss: 2.2799, grad_norm: 2.2125 2020-10-07 19:47:51,841 - mmaction - INFO - Epoch [203][900/999] lr: 6.350e-02, eta: 14:55:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.1999 2020-10-07 19:48:11,722 - mmaction - INFO - Epoch [203][920/999] lr: 6.350e-02, eta: 14:55:35, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.4793, top5_acc: 0.7215, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.2535 2020-10-07 19:48:31,681 - mmaction - INFO - Epoch [203][940/999] lr: 6.350e-02, eta: 14:55:14, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4940, top5_acc: 0.7234, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.2317 2020-10-07 19:48:51,659 - mmaction - INFO - Epoch [203][960/999] lr: 6.350e-02, eta: 14:54:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4884, top5_acc: 0.7158, loss_cls: 2.2978, loss: 2.2978, grad_norm: 2.2360 2020-10-07 19:49:11,608 - mmaction - INFO - Epoch [203][980/999] lr: 6.350e-02, eta: 14:54:33, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4943, top5_acc: 0.7297, loss_cls: 2.2768, loss: 2.2768, grad_norm: 2.2225 2020-10-07 19:50:21,139 - mmaction - INFO - Epoch [204][20/999] lr: 6.125e-02, eta: 14:54:14, time: 2.511, data_time: 1.438, memory: 8478, top1_acc: 0.5020, top5_acc: 0.7329, loss_cls: 2.2328, loss: 2.2328, grad_norm: 2.2214 2020-10-07 19:50:40,764 - mmaction - INFO - Epoch [204][40/999] lr: 6.125e-02, eta: 14:53:52, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.4953, top5_acc: 0.7268, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.2252 2020-10-07 19:51:00,619 - mmaction - INFO - Epoch [204][60/999] lr: 6.125e-02, eta: 14:53:31, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7365, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.1980 2020-10-07 19:51:20,571 - mmaction - INFO - Epoch [204][80/999] lr: 6.125e-02, eta: 14:53:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4913, top5_acc: 0.7227, loss_cls: 2.2564, loss: 2.2564, grad_norm: 2.2721 2020-10-07 19:51:40,625 - mmaction - INFO - Epoch [204][100/999] lr: 6.125e-02, eta: 14:52:50, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4928, top5_acc: 0.7297, loss_cls: 2.2514, loss: 2.2514, grad_norm: 2.2330 2020-10-07 19:52:00,602 - mmaction - INFO - Epoch [204][120/999] lr: 6.125e-02, eta: 14:52:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4960, top5_acc: 0.7250, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.2298 2020-10-07 19:52:20,557 - mmaction - INFO - Epoch [204][140/999] lr: 6.125e-02, eta: 14:52:08, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4990, top5_acc: 0.7336, loss_cls: 2.2409, loss: 2.2409, grad_norm: 2.2089 2020-10-07 19:52:40,557 - mmaction - INFO - Epoch [204][160/999] lr: 6.125e-02, eta: 14:51:47, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5034, top5_acc: 0.7288, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.2245 2020-10-07 19:53:00,565 - mmaction - INFO - Epoch [204][180/999] lr: 6.125e-02, eta: 14:51:26, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4995, top5_acc: 0.7331, loss_cls: 2.2161, loss: 2.2161, grad_norm: 2.2344 2020-10-07 19:53:20,552 - mmaction - INFO - Epoch [204][200/999] lr: 6.125e-02, eta: 14:51:06, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4978, top5_acc: 0.7293, loss_cls: 2.2499, loss: 2.2499, grad_norm: 2.2411 2020-10-07 19:53:40,581 - mmaction - INFO - Epoch [204][220/999] lr: 6.125e-02, eta: 14:50:45, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4934, top5_acc: 0.7303, loss_cls: 2.2502, loss: 2.2502, grad_norm: 2.2154 2020-10-07 19:54:00,521 - mmaction - INFO - Epoch [204][240/999] lr: 6.125e-02, eta: 14:50:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4897, top5_acc: 0.7232, loss_cls: 2.2754, loss: 2.2754, grad_norm: 2.2182 2020-10-07 19:54:20,675 - mmaction - INFO - Epoch [204][260/999] lr: 6.125e-02, eta: 14:50:03, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.4952, top5_acc: 0.7284, loss_cls: 2.2477, loss: 2.2477, grad_norm: 2.2395 2020-10-07 19:54:40,797 - mmaction - INFO - Epoch [204][280/999] lr: 6.125e-02, eta: 14:49:43, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5016, top5_acc: 0.7345, loss_cls: 2.2245, loss: 2.2245, grad_norm: 2.2282 2020-10-07 19:55:00,792 - mmaction - INFO - Epoch [204][300/999] lr: 6.125e-02, eta: 14:49:22, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4966, top5_acc: 0.7312, loss_cls: 2.2336, loss: 2.2336, grad_norm: 2.2078 2020-10-07 19:55:20,763 - mmaction - INFO - Epoch [204][320/999] lr: 6.125e-02, eta: 14:49:01, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4931, top5_acc: 0.7243, loss_cls: 2.2768, loss: 2.2768, grad_norm: 2.2203 2020-10-07 19:55:40,731 - mmaction - INFO - Epoch [204][340/999] lr: 6.125e-02, eta: 14:48:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4958, top5_acc: 0.7212, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.1920 2020-10-07 19:56:00,747 - mmaction - INFO - Epoch [204][360/999] lr: 6.125e-02, eta: 14:48:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4954, top5_acc: 0.7354, loss_cls: 2.2267, loss: 2.2267, grad_norm: 2.2347 2020-10-07 19:56:20,718 - mmaction - INFO - Epoch [204][380/999] lr: 6.125e-02, eta: 14:47:59, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4901, top5_acc: 0.7220, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.2697 2020-10-07 19:56:40,823 - mmaction - INFO - Epoch [204][400/999] lr: 6.125e-02, eta: 14:47:38, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.4937, top5_acc: 0.7273, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.2305 2020-10-07 19:57:00,760 - mmaction - INFO - Epoch [204][420/999] lr: 6.125e-02, eta: 14:47:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4977, top5_acc: 0.7260, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.2248 2020-10-07 19:57:20,787 - mmaction - INFO - Epoch [204][440/999] lr: 6.125e-02, eta: 14:46:56, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.4923, top5_acc: 0.7302, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.2242 2020-10-07 19:57:40,787 - mmaction - INFO - Epoch [204][460/999] lr: 6.125e-02, eta: 14:46:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4917, top5_acc: 0.7211, loss_cls: 2.2761, loss: 2.2761, grad_norm: 2.2429 2020-10-07 19:58:00,803 - mmaction - INFO - Epoch [204][480/999] lr: 6.125e-02, eta: 14:46:15, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.4842, top5_acc: 0.7204, loss_cls: 2.2915, loss: 2.2915, grad_norm: 2.2614 2020-10-07 19:58:20,842 - mmaction - INFO - Epoch [204][500/999] lr: 6.125e-02, eta: 14:45:54, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4897, top5_acc: 0.7207, loss_cls: 2.2855, loss: 2.2855, grad_norm: 2.2333 2020-10-07 19:58:40,870 - mmaction - INFO - Epoch [204][520/999] lr: 6.125e-02, eta: 14:45:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4863, top5_acc: 0.7255, loss_cls: 2.2833, loss: 2.2833, grad_norm: 2.1959 2020-10-07 19:59:00,840 - mmaction - INFO - Epoch [204][540/999] lr: 6.125e-02, eta: 14:45:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4979, top5_acc: 0.7340, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.2060 2020-10-07 19:59:20,859 - mmaction - INFO - Epoch [204][560/999] lr: 6.125e-02, eta: 14:44:52, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4926, top5_acc: 0.7220, loss_cls: 2.2838, loss: 2.2838, grad_norm: 2.2266 2020-10-07 19:59:40,944 - mmaction - INFO - Epoch [204][580/999] lr: 6.125e-02, eta: 14:44:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4947, top5_acc: 0.7324, loss_cls: 2.2250, loss: 2.2250, grad_norm: 2.2182 2020-10-07 20:00:00,896 - mmaction - INFO - Epoch [204][600/999] lr: 6.125e-02, eta: 14:44:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4878, top5_acc: 0.7262, loss_cls: 2.2693, loss: 2.2693, grad_norm: 2.2484 2020-10-07 20:00:22,940 - mmaction - INFO - Epoch [204][620/999] lr: 6.125e-02, eta: 14:43:53, time: 1.103, data_time: 0.002, memory: 8478, top1_acc: 0.4956, top5_acc: 0.7341, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.2565 2020-10-07 20:00:42,851 - mmaction - INFO - Epoch [204][640/999] lr: 6.125e-02, eta: 14:43:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4934, top5_acc: 0.7221, loss_cls: 2.2813, loss: 2.2813, grad_norm: 2.1993 2020-10-07 20:01:02,877 - mmaction - INFO - Epoch [204][660/999] lr: 6.125e-02, eta: 14:43:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4969, top5_acc: 0.7335, loss_cls: 2.2229, loss: 2.2229, grad_norm: 2.2100 2020-10-07 20:01:22,934 - mmaction - INFO - Epoch [204][680/999] lr: 6.125e-02, eta: 14:42:51, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4913, top5_acc: 0.7227, loss_cls: 2.2847, loss: 2.2847, grad_norm: 2.2568 2020-10-07 20:01:42,881 - mmaction - INFO - Epoch [204][700/999] lr: 6.125e-02, eta: 14:42:30, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4918, top5_acc: 0.7289, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.2651 2020-10-07 20:02:02,807 - mmaction - INFO - Epoch [204][720/999] lr: 6.125e-02, eta: 14:42:09, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4915, top5_acc: 0.7204, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.2111 2020-10-07 20:02:22,819 - mmaction - INFO - Epoch [204][740/999] lr: 6.125e-02, eta: 14:41:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4900, top5_acc: 0.7301, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.2581 2020-10-07 20:02:42,798 - mmaction - INFO - Epoch [204][760/999] lr: 6.125e-02, eta: 14:41:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4883, top5_acc: 0.7212, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.2224 2020-10-07 20:03:02,790 - mmaction - INFO - Epoch [204][780/999] lr: 6.125e-02, eta: 14:41:07, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4924, top5_acc: 0.7161, loss_cls: 2.2924, loss: 2.2924, grad_norm: 2.2512 2020-10-07 20:03:22,813 - mmaction - INFO - Epoch [204][800/999] lr: 6.125e-02, eta: 14:40:46, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4937, top5_acc: 0.7240, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.2475 2020-10-07 20:03:42,746 - mmaction - INFO - Epoch [204][820/999] lr: 6.125e-02, eta: 14:40:25, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.4882, top5_acc: 0.7251, loss_cls: 2.2790, loss: 2.2790, grad_norm: 2.2559 2020-10-07 20:04:02,724 - mmaction - INFO - Epoch [204][840/999] lr: 6.125e-02, eta: 14:40:05, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4956, top5_acc: 0.7293, loss_cls: 2.2762, loss: 2.2762, grad_norm: 2.2396 2020-10-07 20:04:22,729 - mmaction - INFO - Epoch [204][860/999] lr: 6.125e-02, eta: 14:39:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4904, top5_acc: 0.7219, loss_cls: 2.2856, loss: 2.2856, grad_norm: 2.2562 2020-10-07 20:04:42,750 - mmaction - INFO - Epoch [204][880/999] lr: 6.125e-02, eta: 14:39:23, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4991, top5_acc: 0.7346, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.2336 2020-10-07 20:05:02,787 - mmaction - INFO - Epoch [204][900/999] lr: 6.125e-02, eta: 14:39:02, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4995, top5_acc: 0.7346, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.2596 2020-10-07 20:05:22,879 - mmaction - INFO - Epoch [204][920/999] lr: 6.125e-02, eta: 14:38:42, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4902, top5_acc: 0.7247, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.2383 2020-10-07 20:05:42,872 - mmaction - INFO - Epoch [204][940/999] lr: 6.125e-02, eta: 14:38:21, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4870, top5_acc: 0.7293, loss_cls: 2.2688, loss: 2.2688, grad_norm: 2.2633 2020-10-07 20:06:02,886 - mmaction - INFO - Epoch [204][960/999] lr: 6.125e-02, eta: 14:38:00, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4862, top5_acc: 0.7204, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.2600 2020-10-07 20:06:22,941 - mmaction - INFO - Epoch [204][980/999] lr: 6.125e-02, eta: 14:37:40, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4911, top5_acc: 0.7267, loss_cls: 2.2747, loss: 2.2747, grad_norm: 2.2293 2020-10-07 20:07:37,146 - mmaction - INFO - Epoch [205][20/999] lr: 5.904e-02, eta: 14:37:26, time: 2.680, data_time: 1.694, memory: 8478, top1_acc: 0.5034, top5_acc: 0.7327, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.2353 2020-10-07 20:07:56,810 - mmaction - INFO - Epoch [205][40/999] lr: 5.904e-02, eta: 14:37:05, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.4943, top5_acc: 0.7285, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.2458 2020-10-07 20:08:16,542 - mmaction - INFO - Epoch [205][60/999] lr: 5.904e-02, eta: 14:36:44, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.5193, top5_acc: 0.7495, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.1572 2020-10-07 20:08:36,440 - mmaction - INFO - Epoch [205][80/999] lr: 5.904e-02, eta: 14:36:23, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5021, top5_acc: 0.7388, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.2643 2020-10-07 20:08:56,478 - mmaction - INFO - Epoch [205][100/999] lr: 5.904e-02, eta: 14:36:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4928, top5_acc: 0.7305, loss_cls: 2.2585, loss: 2.2585, grad_norm: 2.2580 2020-10-07 20:09:16,570 - mmaction - INFO - Epoch [205][120/999] lr: 5.904e-02, eta: 14:35:41, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5081, top5_acc: 0.7368, loss_cls: 2.2179, loss: 2.2179, grad_norm: 2.2120 2020-10-07 20:09:36,625 - mmaction - INFO - Epoch [205][140/999] lr: 5.904e-02, eta: 14:35:21, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5033, top5_acc: 0.7368, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.2127 2020-10-07 20:09:56,574 - mmaction - INFO - Epoch [205][160/999] lr: 5.904e-02, eta: 14:35:00, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4970, top5_acc: 0.7306, loss_cls: 2.2564, loss: 2.2564, grad_norm: 2.2718 2020-10-07 20:10:16,654 - mmaction - INFO - Epoch [205][180/999] lr: 5.904e-02, eta: 14:34:39, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4947, top5_acc: 0.7301, loss_cls: 2.2448, loss: 2.2448, grad_norm: 2.2530 2020-10-07 20:10:36,734 - mmaction - INFO - Epoch [205][200/999] lr: 5.904e-02, eta: 14:34:18, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4940, top5_acc: 0.7275, loss_cls: 2.2361, loss: 2.2361, grad_norm: 2.2585 2020-10-07 20:10:56,793 - mmaction - INFO - Epoch [205][220/999] lr: 5.904e-02, eta: 14:33:58, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5060, top5_acc: 0.7388, loss_cls: 2.1917, loss: 2.1917, grad_norm: 2.2273 2020-10-07 20:11:16,851 - mmaction - INFO - Epoch [205][240/999] lr: 5.904e-02, eta: 14:33:37, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4988, top5_acc: 0.7299, loss_cls: 2.2355, loss: 2.2355, grad_norm: 2.2889 2020-10-07 20:11:36,989 - mmaction - INFO - Epoch [205][260/999] lr: 5.904e-02, eta: 14:33:17, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.5016, top5_acc: 0.7366, loss_cls: 2.2235, loss: 2.2235, grad_norm: 2.2464 2020-10-07 20:11:56,911 - mmaction - INFO - Epoch [205][280/999] lr: 5.904e-02, eta: 14:32:56, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5059, top5_acc: 0.7336, loss_cls: 2.2167, loss: 2.2167, grad_norm: 2.2322 2020-10-07 20:12:16,939 - mmaction - INFO - Epoch [205][300/999] lr: 5.904e-02, eta: 14:32:35, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7328, loss_cls: 2.2191, loss: 2.2191, grad_norm: 2.2580 2020-10-07 20:12:36,966 - mmaction - INFO - Epoch [205][320/999] lr: 5.904e-02, eta: 14:32:14, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4962, top5_acc: 0.7329, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.2482 2020-10-07 20:12:57,006 - mmaction - INFO - Epoch [205][340/999] lr: 5.904e-02, eta: 14:31:53, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4964, top5_acc: 0.7281, loss_cls: 2.2596, loss: 2.2596, grad_norm: 2.2459 2020-10-07 20:13:16,902 - mmaction - INFO - Epoch [205][360/999] lr: 5.904e-02, eta: 14:31:32, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.4990, top5_acc: 0.7362, loss_cls: 2.1910, loss: 2.1910, grad_norm: 2.2607 2020-10-07 20:13:36,911 - mmaction - INFO - Epoch [205][380/999] lr: 5.904e-02, eta: 14:31:12, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5021, top5_acc: 0.7297, loss_cls: 2.2408, loss: 2.2408, grad_norm: 2.2376 2020-10-07 20:13:56,885 - mmaction - INFO - Epoch [205][400/999] lr: 5.904e-02, eta: 14:30:51, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4935, top5_acc: 0.7220, loss_cls: 2.2745, loss: 2.2745, grad_norm: 2.2871 2020-10-07 20:14:16,962 - mmaction - INFO - Epoch [205][420/999] lr: 5.904e-02, eta: 14:30:30, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.4868, top5_acc: 0.7180, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.2930 2020-10-07 20:14:36,968 - mmaction - INFO - Epoch [205][440/999] lr: 5.904e-02, eta: 14:30:10, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.4921, top5_acc: 0.7228, loss_cls: 2.2733, loss: 2.2733, grad_norm: 2.2161 2020-10-07 20:14:57,053 - mmaction - INFO - Epoch [205][460/999] lr: 5.904e-02, eta: 14:29:49, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5038, top5_acc: 0.7342, loss_cls: 2.1960, loss: 2.1960, grad_norm: 2.2500 2020-10-07 20:15:17,036 - mmaction - INFO - Epoch [205][480/999] lr: 5.904e-02, eta: 14:29:28, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7288, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.2584 2020-10-07 20:15:37,087 - mmaction - INFO - Epoch [205][500/999] lr: 5.904e-02, eta: 14:29:07, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5009, top5_acc: 0.7284, loss_cls: 2.2522, loss: 2.2522, grad_norm: 2.2583 2020-10-07 20:15:57,107 - mmaction - INFO - Epoch [205][520/999] lr: 5.904e-02, eta: 14:28:47, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.5040, top5_acc: 0.7357, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.2670 2020-10-07 20:16:17,144 - mmaction - INFO - Epoch [205][540/999] lr: 5.904e-02, eta: 14:28:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5070, top5_acc: 0.7326, loss_cls: 2.2172, loss: 2.2172, grad_norm: 2.2226 2020-10-07 20:16:37,204 - mmaction - INFO - Epoch [205][560/999] lr: 5.904e-02, eta: 14:28:05, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4975, top5_acc: 0.7333, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.2616 2020-10-07 20:16:57,158 - mmaction - INFO - Epoch [205][580/999] lr: 5.904e-02, eta: 14:27:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4923, top5_acc: 0.7254, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.2617 2020-10-07 20:17:17,228 - mmaction - INFO - Epoch [205][600/999] lr: 5.904e-02, eta: 14:27:24, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4953, top5_acc: 0.7311, loss_cls: 2.2366, loss: 2.2366, grad_norm: 2.2432 2020-10-07 20:17:37,350 - mmaction - INFO - Epoch [205][620/999] lr: 5.904e-02, eta: 14:27:03, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5031, top5_acc: 0.7358, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.2273 2020-10-07 20:17:57,412 - mmaction - INFO - Epoch [205][640/999] lr: 5.904e-02, eta: 14:26:43, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4849, top5_acc: 0.7211, loss_cls: 2.2724, loss: 2.2724, grad_norm: 2.2842 2020-10-07 20:18:17,274 - mmaction - INFO - Epoch [205][660/999] lr: 5.904e-02, eta: 14:26:22, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.4991, top5_acc: 0.7305, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.2311 2020-10-07 20:18:37,235 - mmaction - INFO - Epoch [205][680/999] lr: 5.904e-02, eta: 14:26:01, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4915, top5_acc: 0.7250, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.2768 2020-10-07 20:18:57,202 - mmaction - INFO - Epoch [205][700/999] lr: 5.904e-02, eta: 14:25:40, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4911, top5_acc: 0.7208, loss_cls: 2.2750, loss: 2.2750, grad_norm: 2.2623 2020-10-07 20:19:17,125 - mmaction - INFO - Epoch [205][720/999] lr: 5.904e-02, eta: 14:25:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4945, top5_acc: 0.7293, loss_cls: 2.2352, loss: 2.2352, grad_norm: 2.2862 2020-10-07 20:19:37,158 - mmaction - INFO - Epoch [205][740/999] lr: 5.904e-02, eta: 14:24:58, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.4951, top5_acc: 0.7259, loss_cls: 2.2533, loss: 2.2533, grad_norm: 2.2641 2020-10-07 20:19:57,180 - mmaction - INFO - Epoch [205][760/999] lr: 5.904e-02, eta: 14:24:38, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.4908, top5_acc: 0.7336, loss_cls: 2.2364, loss: 2.2364, grad_norm: 2.2476 2020-10-07 20:20:17,111 - mmaction - INFO - Epoch [205][780/999] lr: 5.904e-02, eta: 14:24:17, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.4974, top5_acc: 0.7336, loss_cls: 2.2288, loss: 2.2288, grad_norm: 2.2769 2020-10-07 20:20:37,042 - mmaction - INFO - Epoch [205][800/999] lr: 5.904e-02, eta: 14:23:56, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.4878, top5_acc: 0.7229, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.3143 2020-10-07 20:20:57,118 - mmaction - INFO - Epoch [205][820/999] lr: 5.904e-02, eta: 14:23:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4867, top5_acc: 0.7128, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.2389 2020-10-07 20:21:17,036 - mmaction - INFO - Epoch [205][840/999] lr: 5.904e-02, eta: 14:23:15, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5034, top5_acc: 0.7375, loss_cls: 2.2154, loss: 2.2154, grad_norm: 2.2549 2020-10-07 20:21:37,125 - mmaction - INFO - Epoch [205][860/999] lr: 5.904e-02, eta: 14:22:54, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4943, top5_acc: 0.7230, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.2931 2020-10-07 20:21:57,025 - mmaction - INFO - Epoch [205][880/999] lr: 5.904e-02, eta: 14:22:33, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.4931, top5_acc: 0.7202, loss_cls: 2.2925, loss: 2.2925, grad_norm: 2.2939 2020-10-07 20:22:16,980 - mmaction - INFO - Epoch [205][900/999] lr: 5.904e-02, eta: 14:22:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4861, top5_acc: 0.7197, loss_cls: 2.2969, loss: 2.2969, grad_norm: 2.3043 2020-10-07 20:22:37,068 - mmaction - INFO - Epoch [205][920/999] lr: 5.904e-02, eta: 14:21:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.4883, top5_acc: 0.7262, loss_cls: 2.2803, loss: 2.2803, grad_norm: 2.2511 2020-10-07 20:22:56,921 - mmaction - INFO - Epoch [205][940/999] lr: 5.904e-02, eta: 14:21:31, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.4914, top5_acc: 0.7204, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.2645 2020-10-07 20:23:16,973 - mmaction - INFO - Epoch [205][960/999] lr: 5.904e-02, eta: 14:21:10, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7306, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.2386 2020-10-07 20:23:36,891 - mmaction - INFO - Epoch [205][980/999] lr: 5.904e-02, eta: 14:20:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.2647 2020-10-07 20:24:46,265 - mmaction - INFO - Epoch [206][20/999] lr: 5.686e-02, eta: 14:20:28, time: 2.490, data_time: 1.508, memory: 8478, top1_acc: 0.5089, top5_acc: 0.7418, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.2842 2020-10-07 20:25:05,946 - mmaction - INFO - Epoch [206][40/999] lr: 5.686e-02, eta: 14:20:06, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.5104, top5_acc: 0.7374, loss_cls: 2.1819, loss: 2.1819, grad_norm: 2.2327 2020-10-07 20:25:25,841 - mmaction - INFO - Epoch [206][60/999] lr: 5.686e-02, eta: 14:19:45, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5031, top5_acc: 0.7370, loss_cls: 2.1843, loss: 2.1843, grad_norm: 2.2485 2020-10-07 20:25:45,796 - mmaction - INFO - Epoch [206][80/999] lr: 5.686e-02, eta: 14:19:25, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4953, top5_acc: 0.7323, loss_cls: 2.2585, loss: 2.2585, grad_norm: 2.2761 2020-10-07 20:26:05,704 - mmaction - INFO - Epoch [206][100/999] lr: 5.686e-02, eta: 14:19:04, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5092, top5_acc: 0.7402, loss_cls: 2.1954, loss: 2.1954, grad_norm: 2.2870 2020-10-07 20:26:25,744 - mmaction - INFO - Epoch [206][120/999] lr: 5.686e-02, eta: 14:18:43, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5147, top5_acc: 0.7437, loss_cls: 2.1540, loss: 2.1540, grad_norm: 2.2567 2020-10-07 20:26:45,871 - mmaction - INFO - Epoch [206][140/999] lr: 5.686e-02, eta: 14:18:22, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4995, top5_acc: 0.7327, loss_cls: 2.2138, loss: 2.2138, grad_norm: 2.2782 2020-10-07 20:27:05,889 - mmaction - INFO - Epoch [206][160/999] lr: 5.686e-02, eta: 14:18:02, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5059, top5_acc: 0.7345, loss_cls: 2.2149, loss: 2.2149, grad_norm: 2.2947 2020-10-07 20:27:25,898 - mmaction - INFO - Epoch [206][180/999] lr: 5.686e-02, eta: 14:17:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4928, top5_acc: 0.7303, loss_cls: 2.2556, loss: 2.2556, grad_norm: 2.3102 2020-10-07 20:27:45,861 - mmaction - INFO - Epoch [206][200/999] lr: 5.686e-02, eta: 14:17:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4897, top5_acc: 0.7259, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.3115 2020-10-07 20:28:05,876 - mmaction - INFO - Epoch [206][220/999] lr: 5.686e-02, eta: 14:16:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5135, top5_acc: 0.7372, loss_cls: 2.1801, loss: 2.1801, grad_norm: 2.2617 2020-10-07 20:28:26,086 - mmaction - INFO - Epoch [206][240/999] lr: 5.686e-02, eta: 14:16:39, time: 1.011, data_time: 0.002, memory: 8478, top1_acc: 0.5018, top5_acc: 0.7418, loss_cls: 2.1886, loss: 2.1886, grad_norm: 2.2405 2020-10-07 20:28:46,243 - mmaction - INFO - Epoch [206][260/999] lr: 5.686e-02, eta: 14:16:19, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.4980, top5_acc: 0.7353, loss_cls: 2.2456, loss: 2.2456, grad_norm: 2.2628 2020-10-07 20:29:06,278 - mmaction - INFO - Epoch [206][280/999] lr: 5.686e-02, eta: 14:15:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.4997, top5_acc: 0.7344, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.3256 2020-10-07 20:29:26,310 - mmaction - INFO - Epoch [206][300/999] lr: 5.686e-02, eta: 14:15:37, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.4991, top5_acc: 0.7320, loss_cls: 2.2243, loss: 2.2243, grad_norm: 2.2818 2020-10-07 20:29:46,399 - mmaction - INFO - Epoch [206][320/999] lr: 5.686e-02, eta: 14:15:17, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5056, top5_acc: 0.7350, loss_cls: 2.2230, loss: 2.2230, grad_norm: 2.2644 2020-10-07 20:30:06,400 - mmaction - INFO - Epoch [206][340/999] lr: 5.686e-02, eta: 14:14:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5060, top5_acc: 0.7427, loss_cls: 2.1943, loss: 2.1943, grad_norm: 2.2759 2020-10-07 20:30:27,312 - mmaction - INFO - Epoch [206][360/999] lr: 5.686e-02, eta: 14:14:37, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.5104, top5_acc: 0.7389, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.2739 2020-10-07 20:30:47,252 - mmaction - INFO - Epoch [206][380/999] lr: 5.686e-02, eta: 14:14:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5031, top5_acc: 0.7315, loss_cls: 2.2166, loss: 2.2166, grad_norm: 2.2899 2020-10-07 20:31:07,272 - mmaction - INFO - Epoch [206][400/999] lr: 5.686e-02, eta: 14:13:55, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.2254, loss: 2.2254, grad_norm: 2.2861 2020-10-07 20:31:27,292 - mmaction - INFO - Epoch [206][420/999] lr: 5.686e-02, eta: 14:13:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4941, top5_acc: 0.7288, loss_cls: 2.2397, loss: 2.2397, grad_norm: 2.2853 2020-10-07 20:31:47,269 - mmaction - INFO - Epoch [206][440/999] lr: 5.686e-02, eta: 14:13:14, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.2989 2020-10-07 20:32:07,165 - mmaction - INFO - Epoch [206][460/999] lr: 5.686e-02, eta: 14:12:53, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5018, top5_acc: 0.7280, loss_cls: 2.2377, loss: 2.2377, grad_norm: 2.2943 2020-10-07 20:32:27,183 - mmaction - INFO - Epoch [206][480/999] lr: 5.686e-02, eta: 14:12:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.4909, top5_acc: 0.7273, loss_cls: 2.2471, loss: 2.2471, grad_norm: 2.2704 2020-10-07 20:32:47,276 - mmaction - INFO - Epoch [206][500/999] lr: 5.686e-02, eta: 14:12:12, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.4966, top5_acc: 0.7229, loss_cls: 2.2616, loss: 2.2616, grad_norm: 2.2566 2020-10-07 20:33:07,351 - mmaction - INFO - Epoch [206][520/999] lr: 5.686e-02, eta: 14:11:51, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4909, top5_acc: 0.7204, loss_cls: 2.2986, loss: 2.2986, grad_norm: 2.2802 2020-10-07 20:33:27,468 - mmaction - INFO - Epoch [206][540/999] lr: 5.686e-02, eta: 14:11:30, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.4964, top5_acc: 0.7276, loss_cls: 2.2458, loss: 2.2458, grad_norm: 2.3077 2020-10-07 20:33:47,571 - mmaction - INFO - Epoch [206][560/999] lr: 5.686e-02, eta: 14:11:10, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5035, top5_acc: 0.7301, loss_cls: 2.2309, loss: 2.2309, grad_norm: 2.2580 2020-10-07 20:34:07,579 - mmaction - INFO - Epoch [206][580/999] lr: 5.686e-02, eta: 14:10:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4954, top5_acc: 0.7314, loss_cls: 2.2329, loss: 2.2329, grad_norm: 2.2853 2020-10-07 20:34:27,537 - mmaction - INFO - Epoch [206][600/999] lr: 5.686e-02, eta: 14:10:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4960, top5_acc: 0.7345, loss_cls: 2.2204, loss: 2.2204, grad_norm: 2.2591 2020-10-07 20:34:47,565 - mmaction - INFO - Epoch [206][620/999] lr: 5.686e-02, eta: 14:10:08, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.4919, top5_acc: 0.7247, loss_cls: 2.2592, loss: 2.2592, grad_norm: 2.2770 2020-10-07 20:35:07,527 - mmaction - INFO - Epoch [206][640/999] lr: 5.686e-02, eta: 14:09:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4962, top5_acc: 0.7286, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.2600 2020-10-07 20:35:27,607 - mmaction - INFO - Epoch [206][660/999] lr: 5.686e-02, eta: 14:09:26, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4893, top5_acc: 0.7262, loss_cls: 2.2581, loss: 2.2581, grad_norm: 2.2914 2020-10-07 20:35:47,785 - mmaction - INFO - Epoch [206][680/999] lr: 5.686e-02, eta: 14:09:06, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.4964, top5_acc: 0.7296, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.2691 2020-10-07 20:36:07,712 - mmaction - INFO - Epoch [206][700/999] lr: 5.686e-02, eta: 14:08:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4962, top5_acc: 0.7312, loss_cls: 2.2295, loss: 2.2295, grad_norm: 2.2678 2020-10-07 20:36:27,846 - mmaction - INFO - Epoch [206][720/999] lr: 5.686e-02, eta: 14:08:24, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.5023, top5_acc: 0.7341, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.2866 2020-10-07 20:36:47,786 - mmaction - INFO - Epoch [206][740/999] lr: 5.686e-02, eta: 14:08:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4900, top5_acc: 0.7214, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.2890 2020-10-07 20:37:07,860 - mmaction - INFO - Epoch [206][760/999] lr: 5.686e-02, eta: 14:07:43, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.4954, top5_acc: 0.7353, loss_cls: 2.2235, loss: 2.2235, grad_norm: 2.2948 2020-10-07 20:37:27,934 - mmaction - INFO - Epoch [206][780/999] lr: 5.686e-02, eta: 14:07:22, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5073, top5_acc: 0.7327, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.2963 2020-10-07 20:37:47,927 - mmaction - INFO - Epoch [206][800/999] lr: 5.686e-02, eta: 14:07:02, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5051, top5_acc: 0.7362, loss_cls: 2.1974, loss: 2.1974, grad_norm: 2.2615 2020-10-07 20:38:07,883 - mmaction - INFO - Epoch [206][820/999] lr: 5.686e-02, eta: 14:06:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5007, top5_acc: 0.7290, loss_cls: 2.2325, loss: 2.2325, grad_norm: 2.2443 2020-10-07 20:38:27,835 - mmaction - INFO - Epoch [206][840/999] lr: 5.686e-02, eta: 14:06:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5030, top5_acc: 0.7333, loss_cls: 2.2211, loss: 2.2211, grad_norm: 2.2715 2020-10-07 20:38:47,766 - mmaction - INFO - Epoch [206][860/999] lr: 5.686e-02, eta: 14:05:59, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2643, loss: 2.2643, grad_norm: 2.3103 2020-10-07 20:39:07,716 - mmaction - INFO - Epoch [206][880/999] lr: 5.686e-02, eta: 14:05:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4945, top5_acc: 0.7313, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.2541 2020-10-07 20:39:27,763 - mmaction - INFO - Epoch [206][900/999] lr: 5.686e-02, eta: 14:05:18, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5027, top5_acc: 0.7279, loss_cls: 2.2211, loss: 2.2211, grad_norm: 2.2882 2020-10-07 20:39:47,835 - mmaction - INFO - Epoch [206][920/999] lr: 5.686e-02, eta: 14:04:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5055, top5_acc: 0.7316, loss_cls: 2.2175, loss: 2.2175, grad_norm: 2.2686 2020-10-07 20:40:07,875 - mmaction - INFO - Epoch [206][940/999] lr: 5.686e-02, eta: 14:04:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5025, top5_acc: 0.7339, loss_cls: 2.2104, loss: 2.2104, grad_norm: 2.3042 2020-10-07 20:40:27,807 - mmaction - INFO - Epoch [206][960/999] lr: 5.686e-02, eta: 14:04:16, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.4936, top5_acc: 0.7259, loss_cls: 2.2523, loss: 2.2523, grad_norm: 2.3055 2020-10-07 20:40:47,771 - mmaction - INFO - Epoch [206][980/999] lr: 5.686e-02, eta: 14:03:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.4999, top5_acc: 0.7397, loss_cls: 2.2149, loss: 2.2149, grad_norm: 2.2959 2020-10-07 20:41:57,443 - mmaction - INFO - Epoch [207][20/999] lr: 5.472e-02, eta: 14:03:34, time: 2.535, data_time: 1.459, memory: 8478, top1_acc: 0.5103, top5_acc: 0.7410, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.2590 2020-10-07 20:42:17,140 - mmaction - INFO - Epoch [207][40/999] lr: 5.472e-02, eta: 14:03:13, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.4986, top5_acc: 0.7380, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.2745 2020-10-07 20:42:36,880 - mmaction - INFO - Epoch [207][60/999] lr: 5.472e-02, eta: 14:02:52, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.4945, top5_acc: 0.7349, loss_cls: 2.2122, loss: 2.2122, grad_norm: 2.2925 2020-10-07 20:42:56,825 - mmaction - INFO - Epoch [207][80/999] lr: 5.472e-02, eta: 14:02:31, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5023, top5_acc: 0.7419, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.3046 2020-10-07 20:43:16,804 - mmaction - INFO - Epoch [207][100/999] lr: 5.472e-02, eta: 14:02:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5004, top5_acc: 0.7340, loss_cls: 2.2282, loss: 2.2282, grad_norm: 2.2931 2020-10-07 20:43:36,829 - mmaction - INFO - Epoch [207][120/999] lr: 5.472e-02, eta: 14:01:49, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5040, top5_acc: 0.7349, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.2923 2020-10-07 20:43:56,922 - mmaction - INFO - Epoch [207][140/999] lr: 5.472e-02, eta: 14:01:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4980, top5_acc: 0.7316, loss_cls: 2.2567, loss: 2.2567, grad_norm: 2.3305 2020-10-07 20:44:16,967 - mmaction - INFO - Epoch [207][160/999] lr: 5.472e-02, eta: 14:01:08, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5060, top5_acc: 0.7375, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.3127 2020-10-07 20:44:37,074 - mmaction - INFO - Epoch [207][180/999] lr: 5.472e-02, eta: 14:00:48, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5143, top5_acc: 0.7434, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.2885 2020-10-07 20:44:57,169 - mmaction - INFO - Epoch [207][200/999] lr: 5.472e-02, eta: 14:00:27, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5047, top5_acc: 0.7298, loss_cls: 2.2120, loss: 2.2120, grad_norm: 2.3026 2020-10-07 20:45:17,118 - mmaction - INFO - Epoch [207][220/999] lr: 5.472e-02, eta: 14:00:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5003, top5_acc: 0.7311, loss_cls: 2.2215, loss: 2.2215, grad_norm: 2.2813 2020-10-07 20:45:37,028 - mmaction - INFO - Epoch [207][240/999] lr: 5.472e-02, eta: 13:59:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.2101, loss: 2.2101, grad_norm: 2.2886 2020-10-07 20:45:57,057 - mmaction - INFO - Epoch [207][260/999] lr: 5.472e-02, eta: 13:59:25, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5047, top5_acc: 0.7380, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.3008 2020-10-07 20:46:17,140 - mmaction - INFO - Epoch [207][280/999] lr: 5.472e-02, eta: 13:59:04, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5001, top5_acc: 0.7318, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.3015 2020-10-07 20:46:37,155 - mmaction - INFO - Epoch [207][300/999] lr: 5.472e-02, eta: 13:58:43, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5062, top5_acc: 0.7345, loss_cls: 2.2155, loss: 2.2155, grad_norm: 2.2891 2020-10-07 20:46:57,259 - mmaction - INFO - Epoch [207][320/999] lr: 5.472e-02, eta: 13:58:23, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5072, top5_acc: 0.7365, loss_cls: 2.2135, loss: 2.2135, grad_norm: 2.3013 2020-10-07 20:47:17,316 - mmaction - INFO - Epoch [207][340/999] lr: 5.472e-02, eta: 13:58:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5057, top5_acc: 0.7346, loss_cls: 2.2015, loss: 2.2015, grad_norm: 2.2678 2020-10-07 20:47:37,258 - mmaction - INFO - Epoch [207][360/999] lr: 5.472e-02, eta: 13:57:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.2914 2020-10-07 20:47:57,321 - mmaction - INFO - Epoch [207][380/999] lr: 5.472e-02, eta: 13:57:21, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5021, top5_acc: 0.7401, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3259 2020-10-07 20:48:17,329 - mmaction - INFO - Epoch [207][400/999] lr: 5.472e-02, eta: 13:57:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5007, top5_acc: 0.7335, loss_cls: 2.2072, loss: 2.2072, grad_norm: 2.3262 2020-10-07 20:48:37,378 - mmaction - INFO - Epoch [207][420/999] lr: 5.472e-02, eta: 13:56:40, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.2851 2020-10-07 20:48:57,320 - mmaction - INFO - Epoch [207][440/999] lr: 5.472e-02, eta: 13:56:19, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5141, top5_acc: 0.7326, loss_cls: 2.2001, loss: 2.2001, grad_norm: 2.2846 2020-10-07 20:49:17,343 - mmaction - INFO - Epoch [207][460/999] lr: 5.472e-02, eta: 13:55:58, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5079, top5_acc: 0.7404, loss_cls: 2.1662, loss: 2.1662, grad_norm: 2.3283 2020-10-07 20:49:37,304 - mmaction - INFO - Epoch [207][480/999] lr: 5.472e-02, eta: 13:55:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.4949, top5_acc: 0.7350, loss_cls: 2.2371, loss: 2.2371, grad_norm: 2.3580 2020-10-07 20:49:57,276 - mmaction - INFO - Epoch [207][500/999] lr: 5.472e-02, eta: 13:55:17, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5027, top5_acc: 0.7428, loss_cls: 2.1881, loss: 2.1881, grad_norm: 2.3291 2020-10-07 20:50:17,238 - mmaction - INFO - Epoch [207][520/999] lr: 5.472e-02, eta: 13:54:56, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5102, top5_acc: 0.7327, loss_cls: 2.1860, loss: 2.1860, grad_norm: 2.3063 2020-10-07 20:50:37,291 - mmaction - INFO - Epoch [207][540/999] lr: 5.472e-02, eta: 13:54:35, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5068, top5_acc: 0.7372, loss_cls: 2.1854, loss: 2.1854, grad_norm: 2.2819 2020-10-07 20:50:57,249 - mmaction - INFO - Epoch [207][560/999] lr: 5.472e-02, eta: 13:54:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5154, top5_acc: 0.7382, loss_cls: 2.1933, loss: 2.1933, grad_norm: 2.3153 2020-10-07 20:51:17,273 - mmaction - INFO - Epoch [207][580/999] lr: 5.472e-02, eta: 13:53:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5056, top5_acc: 0.7297, loss_cls: 2.2084, loss: 2.2084, grad_norm: 2.2485 2020-10-07 20:51:37,313 - mmaction - INFO - Epoch [207][600/999] lr: 5.472e-02, eta: 13:53:33, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5038, top5_acc: 0.7326, loss_cls: 2.2156, loss: 2.2156, grad_norm: 2.3267 2020-10-07 20:51:57,408 - mmaction - INFO - Epoch [207][620/999] lr: 5.472e-02, eta: 13:53:12, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.4980, top5_acc: 0.7388, loss_cls: 2.2012, loss: 2.2012, grad_norm: 2.3121 2020-10-07 20:52:17,393 - mmaction - INFO - Epoch [207][640/999] lr: 5.472e-02, eta: 13:52:52, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5060, top5_acc: 0.7302, loss_cls: 2.2243, loss: 2.2243, grad_norm: 2.3129 2020-10-07 20:52:37,415 - mmaction - INFO - Epoch [207][660/999] lr: 5.472e-02, eta: 13:52:31, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5012, top5_acc: 0.7323, loss_cls: 2.2299, loss: 2.2299, grad_norm: 2.2961 2020-10-07 20:52:57,508 - mmaction - INFO - Epoch [207][680/999] lr: 5.472e-02, eta: 13:52:11, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5073, top5_acc: 0.7421, loss_cls: 2.1960, loss: 2.1960, grad_norm: 2.3136 2020-10-07 20:53:17,512 - mmaction - INFO - Epoch [207][700/999] lr: 5.472e-02, eta: 13:51:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.2313, loss: 2.2313, grad_norm: 2.3063 2020-10-07 20:53:37,483 - mmaction - INFO - Epoch [207][720/999] lr: 5.472e-02, eta: 13:51:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5021, top5_acc: 0.7294, loss_cls: 2.2301, loss: 2.2301, grad_norm: 2.3211 2020-10-07 20:53:57,540 - mmaction - INFO - Epoch [207][740/999] lr: 5.472e-02, eta: 13:51:09, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.4984, top5_acc: 0.7275, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.3598 2020-10-07 20:54:17,457 - mmaction - INFO - Epoch [207][760/999] lr: 5.472e-02, eta: 13:50:48, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.5033, top5_acc: 0.7315, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.2728 2020-10-07 20:54:37,594 - mmaction - INFO - Epoch [207][780/999] lr: 5.472e-02, eta: 13:50:27, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5062, top5_acc: 0.7350, loss_cls: 2.1938, loss: 2.1938, grad_norm: 2.3099 2020-10-07 20:54:57,597 - mmaction - INFO - Epoch [207][800/999] lr: 5.472e-02, eta: 13:50:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5135, top5_acc: 0.7385, loss_cls: 2.1628, loss: 2.1628, grad_norm: 2.3208 2020-10-07 20:55:17,550 - mmaction - INFO - Epoch [207][820/999] lr: 5.472e-02, eta: 13:49:46, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.4962, top5_acc: 0.7253, loss_cls: 2.2455, loss: 2.2455, grad_norm: 2.3484 2020-10-07 20:55:37,715 - mmaction - INFO - Epoch [207][840/999] lr: 5.472e-02, eta: 13:49:25, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5109, top5_acc: 0.7389, loss_cls: 2.1906, loss: 2.1906, grad_norm: 2.3277 2020-10-07 20:55:57,715 - mmaction - INFO - Epoch [207][860/999] lr: 5.472e-02, eta: 13:49:05, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5027, top5_acc: 0.7345, loss_cls: 2.2068, loss: 2.2068, grad_norm: 2.3346 2020-10-07 20:56:17,626 - mmaction - INFO - Epoch [207][880/999] lr: 5.472e-02, eta: 13:48:44, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5017, top5_acc: 0.7348, loss_cls: 2.2168, loss: 2.2168, grad_norm: 2.3315 2020-10-07 20:56:37,570 - mmaction - INFO - Epoch [207][900/999] lr: 5.472e-02, eta: 13:48:23, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5051, top5_acc: 0.7437, loss_cls: 2.1785, loss: 2.1785, grad_norm: 2.2865 2020-10-07 20:56:57,541 - mmaction - INFO - Epoch [207][920/999] lr: 5.472e-02, eta: 13:48:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5038, top5_acc: 0.7387, loss_cls: 2.2075, loss: 2.2075, grad_norm: 2.3688 2020-10-07 20:57:17,647 - mmaction - INFO - Epoch [207][940/999] lr: 5.472e-02, eta: 13:47:42, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2203, loss: 2.2203, grad_norm: 2.3297 2020-10-07 20:57:37,543 - mmaction - INFO - Epoch [207][960/999] lr: 5.472e-02, eta: 13:47:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5154, top5_acc: 0.7452, loss_cls: 2.1632, loss: 2.1632, grad_norm: 2.3158 2020-10-07 20:57:57,448 - mmaction - INFO - Epoch [207][980/999] lr: 5.472e-02, eta: 13:47:00, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.4991, top5_acc: 0.7309, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.3223 2020-10-07 20:59:07,761 - mmaction - INFO - Epoch [208][20/999] lr: 5.262e-02, eta: 13:46:38, time: 2.534, data_time: 1.526, memory: 8478, top1_acc: 0.5040, top5_acc: 0.7371, loss_cls: 2.1939, loss: 2.1939, grad_norm: 2.3134 2020-10-07 20:59:27,974 - mmaction - INFO - Epoch [208][40/999] lr: 5.262e-02, eta: 13:46:18, time: 1.011, data_time: 0.003, memory: 8478, top1_acc: 0.5098, top5_acc: 0.7363, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.3377 2020-10-07 20:59:48,156 - mmaction - INFO - Epoch [208][60/999] lr: 5.262e-02, eta: 13:45:57, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.5241, top5_acc: 0.7419, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.3286 2020-10-07 21:00:10,408 - mmaction - INFO - Epoch [208][80/999] lr: 5.262e-02, eta: 13:45:40, time: 1.112, data_time: 0.002, memory: 8478, top1_acc: 0.5082, top5_acc: 0.7427, loss_cls: 2.1856, loss: 2.1856, grad_norm: 2.3278 2020-10-07 21:00:30,275 - mmaction - INFO - Epoch [208][100/999] lr: 5.262e-02, eta: 13:45:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.5161, top5_acc: 0.7421, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.3167 2020-10-07 21:00:50,364 - mmaction - INFO - Epoch [208][120/999] lr: 5.262e-02, eta: 13:44:59, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5027, top5_acc: 0.7358, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.3487 2020-10-07 21:01:10,326 - mmaction - INFO - Epoch [208][140/999] lr: 5.262e-02, eta: 13:44:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5151, top5_acc: 0.7406, loss_cls: 2.1422, loss: 2.1422, grad_norm: 2.3019 2020-10-07 21:01:30,281 - mmaction - INFO - Epoch [208][160/999] lr: 5.262e-02, eta: 13:44:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5095, top5_acc: 0.7374, loss_cls: 2.1887, loss: 2.1887, grad_norm: 2.3246 2020-10-07 21:01:50,317 - mmaction - INFO - Epoch [208][180/999] lr: 5.262e-02, eta: 13:43:57, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5109, top5_acc: 0.7366, loss_cls: 2.1823, loss: 2.1823, grad_norm: 2.3032 2020-10-07 21:02:10,316 - mmaction - INFO - Epoch [208][200/999] lr: 5.262e-02, eta: 13:43:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5082, top5_acc: 0.7469, loss_cls: 2.1615, loss: 2.1615, grad_norm: 2.3265 2020-10-07 21:02:30,353 - mmaction - INFO - Epoch [208][220/999] lr: 5.262e-02, eta: 13:43:15, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5072, top5_acc: 0.7382, loss_cls: 2.1992, loss: 2.1992, grad_norm: 2.3509 2020-10-07 21:02:50,316 - mmaction - INFO - Epoch [208][240/999] lr: 5.262e-02, eta: 13:42:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5103, top5_acc: 0.7475, loss_cls: 2.1515, loss: 2.1515, grad_norm: 2.3387 2020-10-07 21:03:10,413 - mmaction - INFO - Epoch [208][260/999] lr: 5.262e-02, eta: 13:42:34, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5053, top5_acc: 0.7365, loss_cls: 2.2029, loss: 2.2029, grad_norm: 2.3594 2020-10-07 21:03:30,549 - mmaction - INFO - Epoch [208][280/999] lr: 5.262e-02, eta: 13:42:13, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.4969, top5_acc: 0.7268, loss_cls: 2.2468, loss: 2.2468, grad_norm: 2.3838 2020-10-07 21:03:50,496 - mmaction - INFO - Epoch [208][300/999] lr: 5.262e-02, eta: 13:41:53, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.4944, top5_acc: 0.7296, loss_cls: 2.2359, loss: 2.2359, grad_norm: 2.3421 2020-10-07 21:04:10,561 - mmaction - INFO - Epoch [208][320/999] lr: 5.262e-02, eta: 13:41:32, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1841, loss: 2.1841, grad_norm: 2.3283 2020-10-07 21:04:30,566 - mmaction - INFO - Epoch [208][340/999] lr: 5.262e-02, eta: 13:41:11, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5065, top5_acc: 0.7417, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.3385 2020-10-07 21:04:50,611 - mmaction - INFO - Epoch [208][360/999] lr: 5.262e-02, eta: 13:40:51, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5078, top5_acc: 0.7435, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.3438 2020-10-07 21:05:10,694 - mmaction - INFO - Epoch [208][380/999] lr: 5.262e-02, eta: 13:40:30, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5029, top5_acc: 0.7385, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.3768 2020-10-07 21:05:30,767 - mmaction - INFO - Epoch [208][400/999] lr: 5.262e-02, eta: 13:40:10, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4993, top5_acc: 0.7362, loss_cls: 2.1986, loss: 2.1986, grad_norm: 2.3605 2020-10-07 21:05:50,778 - mmaction - INFO - Epoch [208][420/999] lr: 5.262e-02, eta: 13:39:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5129, top5_acc: 0.7382, loss_cls: 2.1797, loss: 2.1797, grad_norm: 2.3214 2020-10-07 21:06:10,808 - mmaction - INFO - Epoch [208][440/999] lr: 5.262e-02, eta: 13:39:28, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5036, top5_acc: 0.7340, loss_cls: 2.2121, loss: 2.2121, grad_norm: 2.3508 2020-10-07 21:06:30,863 - mmaction - INFO - Epoch [208][460/999] lr: 5.262e-02, eta: 13:39:08, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5125, top5_acc: 0.7402, loss_cls: 2.1606, loss: 2.1606, grad_norm: 2.2797 2020-10-07 21:06:50,952 - mmaction - INFO - Epoch [208][480/999] lr: 5.262e-02, eta: 13:38:47, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5078, top5_acc: 0.7345, loss_cls: 2.2126, loss: 2.2126, grad_norm: 2.3450 2020-10-07 21:07:11,004 - mmaction - INFO - Epoch [208][500/999] lr: 5.262e-02, eta: 13:38:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5029, top5_acc: 0.7335, loss_cls: 2.2006, loss: 2.2006, grad_norm: 2.3484 2020-10-07 21:07:31,104 - mmaction - INFO - Epoch [208][520/999] lr: 5.262e-02, eta: 13:38:06, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.5079, top5_acc: 0.7490, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.3425 2020-10-07 21:07:51,108 - mmaction - INFO - Epoch [208][540/999] lr: 5.262e-02, eta: 13:37:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5118, top5_acc: 0.7358, loss_cls: 2.1898, loss: 2.1898, grad_norm: 2.3557 2020-10-07 21:08:11,162 - mmaction - INFO - Epoch [208][560/999] lr: 5.262e-02, eta: 13:37:25, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5048, top5_acc: 0.7344, loss_cls: 2.1990, loss: 2.1990, grad_norm: 2.3766 2020-10-07 21:08:31,235 - mmaction - INFO - Epoch [208][580/999] lr: 5.262e-02, eta: 13:37:04, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5022, top5_acc: 0.7375, loss_cls: 2.2082, loss: 2.2082, grad_norm: 2.3880 2020-10-07 21:08:51,216 - mmaction - INFO - Epoch [208][600/999] lr: 5.262e-02, eta: 13:36:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5152, top5_acc: 0.7391, loss_cls: 2.1751, loss: 2.1751, grad_norm: 2.2995 2020-10-07 21:09:11,250 - mmaction - INFO - Epoch [208][620/999] lr: 5.262e-02, eta: 13:36:23, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5138, top5_acc: 0.7458, loss_cls: 2.1385, loss: 2.1385, grad_norm: 2.3488 2020-10-07 21:09:31,274 - mmaction - INFO - Epoch [208][640/999] lr: 5.262e-02, eta: 13:36:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5065, top5_acc: 0.7296, loss_cls: 2.2141, loss: 2.2141, grad_norm: 2.3475 2020-10-07 21:09:51,392 - mmaction - INFO - Epoch [208][660/999] lr: 5.262e-02, eta: 13:35:42, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5099, top5_acc: 0.7389, loss_cls: 2.1825, loss: 2.1825, grad_norm: 2.3363 2020-10-07 21:10:11,537 - mmaction - INFO - Epoch [208][680/999] lr: 5.262e-02, eta: 13:35:21, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5066, top5_acc: 0.7352, loss_cls: 2.1941, loss: 2.1941, grad_norm: 2.3664 2020-10-07 21:10:31,587 - mmaction - INFO - Epoch [208][700/999] lr: 5.262e-02, eta: 13:35:01, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7289, loss_cls: 2.2072, loss: 2.2072, grad_norm: 2.3132 2020-10-07 21:10:51,569 - mmaction - INFO - Epoch [208][720/999] lr: 5.262e-02, eta: 13:34:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5109, top5_acc: 0.7393, loss_cls: 2.1811, loss: 2.1811, grad_norm: 2.3020 2020-10-07 21:11:11,568 - mmaction - INFO - Epoch [208][740/999] lr: 5.262e-02, eta: 13:34:19, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5069, top5_acc: 0.7355, loss_cls: 2.1971, loss: 2.1971, grad_norm: 2.3538 2020-10-07 21:11:31,582 - mmaction - INFO - Epoch [208][760/999] lr: 5.262e-02, eta: 13:33:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5047, top5_acc: 0.7423, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.3472 2020-10-07 21:11:51,435 - mmaction - INFO - Epoch [208][780/999] lr: 5.262e-02, eta: 13:33:38, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.5042, top5_acc: 0.7322, loss_cls: 2.2355, loss: 2.2355, grad_norm: 2.3526 2020-10-07 21:12:11,411 - mmaction - INFO - Epoch [208][800/999] lr: 5.262e-02, eta: 13:33:17, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5076, top5_acc: 0.7344, loss_cls: 2.1881, loss: 2.1881, grad_norm: 2.3279 2020-10-07 21:12:31,380 - mmaction - INFO - Epoch [208][820/999] lr: 5.262e-02, eta: 13:32:56, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5000, top5_acc: 0.7293, loss_cls: 2.2499, loss: 2.2499, grad_norm: 2.3592 2020-10-07 21:12:51,330 - mmaction - INFO - Epoch [208][840/999] lr: 5.262e-02, eta: 13:32:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5061, top5_acc: 0.7400, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.3546 2020-10-07 21:13:11,293 - mmaction - INFO - Epoch [208][860/999] lr: 5.262e-02, eta: 13:32:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5094, top5_acc: 0.7337, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.3379 2020-10-07 21:13:31,309 - mmaction - INFO - Epoch [208][880/999] lr: 5.262e-02, eta: 13:31:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5055, top5_acc: 0.7379, loss_cls: 2.2201, loss: 2.2201, grad_norm: 2.3336 2020-10-07 21:13:51,374 - mmaction - INFO - Epoch [208][900/999] lr: 5.262e-02, eta: 13:31:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5052, top5_acc: 0.7335, loss_cls: 2.2021, loss: 2.2021, grad_norm: 2.3602 2020-10-07 21:14:11,593 - mmaction - INFO - Epoch [208][920/999] lr: 5.262e-02, eta: 13:31:13, time: 1.011, data_time: 0.002, memory: 8478, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1997, loss: 2.1997, grad_norm: 2.3020 2020-10-07 21:14:31,598 - mmaction - INFO - Epoch [208][940/999] lr: 5.262e-02, eta: 13:30:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5049, top5_acc: 0.7337, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.3256 2020-10-07 21:14:51,540 - mmaction - INFO - Epoch [208][960/999] lr: 5.262e-02, eta: 13:30:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5038, top5_acc: 0.7345, loss_cls: 2.2149, loss: 2.2149, grad_norm: 2.3182 2020-10-07 21:15:11,547 - mmaction - INFO - Epoch [208][980/999] lr: 5.262e-02, eta: 13:30:11, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5090, top5_acc: 0.7393, loss_cls: 2.1933, loss: 2.1933, grad_norm: 2.3302 2020-10-07 21:15:32,214 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-10-07 21:16:48,358 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 21:16:49,967 - mmaction - INFO - top1_acc 0.6098 top5_acc 0.8409 2020-10-07 21:16:49,967 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 21:16:50,056 - mmaction - INFO - mean_acc 0.6086 2020-10-07 21:16:50,056 - mmaction - INFO - Now best checkpoint is epoch_208.pth 2020-10-07 21:16:50,087 - mmaction - INFO - Epoch(val) [208][999] top1_acc: 0.6098, top5_acc: 0.8409, mean_class_accuracy: 0.6086 2020-10-07 21:17:37,052 - mmaction - INFO - Epoch [209][20/999] lr: 5.056e-02, eta: 13:29:43, time: 2.345, data_time: 1.158, memory: 8478, top1_acc: 0.5159, top5_acc: 0.7410, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.3203 2020-10-07 21:17:56,687 - mmaction - INFO - Epoch [209][40/999] lr: 5.056e-02, eta: 13:29:21, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.5105, top5_acc: 0.7417, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.3434 2020-10-07 21:18:16,401 - mmaction - INFO - Epoch [209][60/999] lr: 5.056e-02, eta: 13:29:00, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.5161, top5_acc: 0.7430, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.3040 2020-10-07 21:18:36,282 - mmaction - INFO - Epoch [209][80/999] lr: 5.056e-02, eta: 13:28:39, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.5124, top5_acc: 0.7439, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.3617 2020-10-07 21:18:56,279 - mmaction - INFO - Epoch [209][100/999] lr: 5.056e-02, eta: 13:28:19, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5147, top5_acc: 0.7404, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.3135 2020-10-07 21:19:16,288 - mmaction - INFO - Epoch [209][120/999] lr: 5.056e-02, eta: 13:27:58, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5128, top5_acc: 0.7449, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.3416 2020-10-07 21:19:36,272 - mmaction - INFO - Epoch [209][140/999] lr: 5.056e-02, eta: 13:27:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5070, top5_acc: 0.7368, loss_cls: 2.1943, loss: 2.1943, grad_norm: 2.3861 2020-10-07 21:19:56,339 - mmaction - INFO - Epoch [209][160/999] lr: 5.056e-02, eta: 13:27:17, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5070, top5_acc: 0.7397, loss_cls: 2.1643, loss: 2.1643, grad_norm: 2.3402 2020-10-07 21:20:16,415 - mmaction - INFO - Epoch [209][180/999] lr: 5.056e-02, eta: 13:26:56, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5189, top5_acc: 0.7436, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.3246 2020-10-07 21:20:36,551 - mmaction - INFO - Epoch [209][200/999] lr: 5.056e-02, eta: 13:26:36, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5113, top5_acc: 0.7393, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.4025 2020-10-07 21:20:56,590 - mmaction - INFO - Epoch [209][220/999] lr: 5.056e-02, eta: 13:26:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5100, top5_acc: 0.7439, loss_cls: 2.1601, loss: 2.1601, grad_norm: 2.3512 2020-10-07 21:21:16,652 - mmaction - INFO - Epoch [209][240/999] lr: 5.056e-02, eta: 13:25:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5099, top5_acc: 0.7372, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.3795 2020-10-07 21:21:36,644 - mmaction - INFO - Epoch [209][260/999] lr: 5.056e-02, eta: 13:25:34, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5044, top5_acc: 0.7413, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.3946 2020-10-07 21:21:56,721 - mmaction - INFO - Epoch [209][280/999] lr: 5.056e-02, eta: 13:25:13, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.5154, top5_acc: 0.7448, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.3667 2020-10-07 21:22:16,666 - mmaction - INFO - Epoch [209][300/999] lr: 5.056e-02, eta: 13:24:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5105, top5_acc: 0.7359, loss_cls: 2.1897, loss: 2.1897, grad_norm: 2.3670 2020-10-07 21:22:36,693 - mmaction - INFO - Epoch [209][320/999] lr: 5.056e-02, eta: 13:24:32, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5069, top5_acc: 0.7418, loss_cls: 2.1749, loss: 2.1749, grad_norm: 2.3549 2020-10-07 21:22:56,608 - mmaction - INFO - Epoch [209][340/999] lr: 5.056e-02, eta: 13:24:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.5060, top5_acc: 0.7375, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.3737 2020-10-07 21:23:16,668 - mmaction - INFO - Epoch [209][360/999] lr: 5.056e-02, eta: 13:23:51, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5099, top5_acc: 0.7406, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.3560 2020-10-07 21:23:36,642 - mmaction - INFO - Epoch [209][380/999] lr: 5.056e-02, eta: 13:23:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5124, top5_acc: 0.7424, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.4089 2020-10-07 21:23:56,641 - mmaction - INFO - Epoch [209][400/999] lr: 5.056e-02, eta: 13:23:09, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1608, loss: 2.1608, grad_norm: 2.3381 2020-10-07 21:24:16,805 - mmaction - INFO - Epoch [209][420/999] lr: 5.056e-02, eta: 13:22:49, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.5078, top5_acc: 0.7388, loss_cls: 2.1753, loss: 2.1753, grad_norm: 2.3825 2020-10-07 21:24:36,944 - mmaction - INFO - Epoch [209][440/999] lr: 5.056e-02, eta: 13:22:28, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5142, top5_acc: 0.7388, loss_cls: 2.1810, loss: 2.1810, grad_norm: 2.3370 2020-10-07 21:24:56,958 - mmaction - INFO - Epoch [209][460/999] lr: 5.056e-02, eta: 13:22:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5048, top5_acc: 0.7339, loss_cls: 2.2119, loss: 2.2119, grad_norm: 2.3746 2020-10-07 21:25:16,988 - mmaction - INFO - Epoch [209][480/999] lr: 5.056e-02, eta: 13:21:47, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5082, top5_acc: 0.7372, loss_cls: 2.1768, loss: 2.1768, grad_norm: 2.3651 2020-10-07 21:25:37,008 - mmaction - INFO - Epoch [209][500/999] lr: 5.056e-02, eta: 13:21:26, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5096, top5_acc: 0.7378, loss_cls: 2.1772, loss: 2.1772, grad_norm: 2.3855 2020-10-07 21:25:56,919 - mmaction - INFO - Epoch [209][520/999] lr: 5.056e-02, eta: 13:21:06, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5137, top5_acc: 0.7388, loss_cls: 2.1714, loss: 2.1714, grad_norm: 2.3526 2020-10-07 21:26:16,959 - mmaction - INFO - Epoch [209][540/999] lr: 5.056e-02, eta: 13:20:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5022, top5_acc: 0.7346, loss_cls: 2.2085, loss: 2.2085, grad_norm: 2.3663 2020-10-07 21:26:36,937 - mmaction - INFO - Epoch [209][560/999] lr: 5.056e-02, eta: 13:20:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5109, top5_acc: 0.7437, loss_cls: 2.1456, loss: 2.1456, grad_norm: 2.3462 2020-10-07 21:26:57,092 - mmaction - INFO - Epoch [209][580/999] lr: 5.056e-02, eta: 13:20:04, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5116, top5_acc: 0.7392, loss_cls: 2.1816, loss: 2.1816, grad_norm: 2.3577 2020-10-07 21:27:17,074 - mmaction - INFO - Epoch [209][600/999] lr: 5.056e-02, eta: 13:19:43, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5040, top5_acc: 0.7393, loss_cls: 2.1808, loss: 2.1808, grad_norm: 2.3737 2020-10-07 21:27:37,168 - mmaction - INFO - Epoch [209][620/999] lr: 5.056e-02, eta: 13:19:23, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5052, top5_acc: 0.7385, loss_cls: 2.2009, loss: 2.2009, grad_norm: 2.3692 2020-10-07 21:27:57,281 - mmaction - INFO - Epoch [209][640/999] lr: 5.056e-02, eta: 13:19:02, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5122, top5_acc: 0.7395, loss_cls: 2.1965, loss: 2.1965, grad_norm: 2.3531 2020-10-07 21:28:17,272 - mmaction - INFO - Epoch [209][660/999] lr: 5.056e-02, eta: 13:18:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5048, top5_acc: 0.7384, loss_cls: 2.1838, loss: 2.1838, grad_norm: 2.3894 2020-10-07 21:28:37,197 - mmaction - INFO - Epoch [209][680/999] lr: 5.056e-02, eta: 13:18:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5139, top5_acc: 0.7487, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.3846 2020-10-07 21:28:57,184 - mmaction - INFO - Epoch [209][700/999] lr: 5.056e-02, eta: 13:18:00, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5146, top5_acc: 0.7368, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.3852 2020-10-07 21:29:17,164 - mmaction - INFO - Epoch [209][720/999] lr: 5.056e-02, eta: 13:17:40, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5092, top5_acc: 0.7398, loss_cls: 2.1699, loss: 2.1699, grad_norm: 2.3629 2020-10-07 21:29:37,199 - mmaction - INFO - Epoch [209][740/999] lr: 5.056e-02, eta: 13:17:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.4995, top5_acc: 0.7353, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3953 2020-10-07 21:29:57,180 - mmaction - INFO - Epoch [209][760/999] lr: 5.056e-02, eta: 13:16:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5008, top5_acc: 0.7368, loss_cls: 2.2008, loss: 2.2008, grad_norm: 2.3938 2020-10-07 21:30:18,133 - mmaction - INFO - Epoch [209][780/999] lr: 5.056e-02, eta: 13:16:39, time: 1.047, data_time: 0.001, memory: 8478, top1_acc: 0.5092, top5_acc: 0.7374, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.3647 2020-10-07 21:30:38,285 - mmaction - INFO - Epoch [209][800/999] lr: 5.056e-02, eta: 13:16:19, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.5116, top5_acc: 0.7387, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.3926 2020-10-07 21:30:58,369 - mmaction - INFO - Epoch [209][820/999] lr: 5.056e-02, eta: 13:15:58, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5033, top5_acc: 0.7444, loss_cls: 2.1638, loss: 2.1638, grad_norm: 2.3750 2020-10-07 21:31:18,507 - mmaction - INFO - Epoch [209][840/999] lr: 5.056e-02, eta: 13:15:38, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1856, loss: 2.1856, grad_norm: 2.3625 2020-10-07 21:31:38,540 - mmaction - INFO - Epoch [209][860/999] lr: 5.056e-02, eta: 13:15:17, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.4949, top5_acc: 0.7277, loss_cls: 2.2359, loss: 2.2359, grad_norm: 2.3925 2020-10-07 21:31:58,520 - mmaction - INFO - Epoch [209][880/999] lr: 5.056e-02, eta: 13:14:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5078, top5_acc: 0.7409, loss_cls: 2.1643, loss: 2.1643, grad_norm: 2.3426 2020-10-07 21:32:18,531 - mmaction - INFO - Epoch [209][900/999] lr: 5.056e-02, eta: 13:14:36, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5148, top5_acc: 0.7405, loss_cls: 2.1696, loss: 2.1696, grad_norm: 2.3636 2020-10-07 21:32:38,575 - mmaction - INFO - Epoch [209][920/999] lr: 5.056e-02, eta: 13:14:15, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5069, top5_acc: 0.7310, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.3869 2020-10-07 21:32:58,626 - mmaction - INFO - Epoch [209][940/999] lr: 5.056e-02, eta: 13:13:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.4979, top5_acc: 0.7323, loss_cls: 2.2156, loss: 2.2156, grad_norm: 2.3776 2020-10-07 21:33:18,681 - mmaction - INFO - Epoch [209][960/999] lr: 5.056e-02, eta: 13:13:34, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5105, top5_acc: 0.7384, loss_cls: 2.1926, loss: 2.1926, grad_norm: 2.3905 2020-10-07 21:33:38,644 - mmaction - INFO - Epoch [209][980/999] lr: 5.056e-02, eta: 13:13:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5060, top5_acc: 0.7393, loss_cls: 2.2008, loss: 2.2008, grad_norm: 2.3915 2020-10-07 21:34:47,386 - mmaction - INFO - Epoch [210][20/999] lr: 4.853e-02, eta: 13:12:48, time: 2.476, data_time: 1.476, memory: 8478, top1_acc: 0.5076, top5_acc: 0.7408, loss_cls: 2.1562, loss: 2.1562, grad_norm: 2.3729 2020-10-07 21:35:07,066 - mmaction - INFO - Epoch [210][40/999] lr: 4.853e-02, eta: 13:12:27, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.5147, top5_acc: 0.7395, loss_cls: 2.1630, loss: 2.1630, grad_norm: 2.3755 2020-10-07 21:35:26,834 - mmaction - INFO - Epoch [210][60/999] lr: 4.853e-02, eta: 13:12:06, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.5109, top5_acc: 0.7505, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.3179 2020-10-07 21:35:46,878 - mmaction - INFO - Epoch [210][80/999] lr: 4.853e-02, eta: 13:11:45, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5099, top5_acc: 0.7409, loss_cls: 2.1632, loss: 2.1632, grad_norm: 2.3757 2020-10-07 21:36:06,907 - mmaction - INFO - Epoch [210][100/999] lr: 4.853e-02, eta: 13:11:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5163, top5_acc: 0.7474, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.3841 2020-10-07 21:36:26,974 - mmaction - INFO - Epoch [210][120/999] lr: 4.853e-02, eta: 13:11:04, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5184, top5_acc: 0.7431, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.3693 2020-10-07 21:36:46,986 - mmaction - INFO - Epoch [210][140/999] lr: 4.853e-02, eta: 13:10:43, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5130, top5_acc: 0.7354, loss_cls: 2.1932, loss: 2.1932, grad_norm: 2.3763 2020-10-07 21:37:07,074 - mmaction - INFO - Epoch [210][160/999] lr: 4.853e-02, eta: 13:10:23, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5204, top5_acc: 0.7449, loss_cls: 2.1222, loss: 2.1222, grad_norm: 2.3829 2020-10-07 21:37:27,059 - mmaction - INFO - Epoch [210][180/999] lr: 4.853e-02, eta: 13:10:02, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5165, top5_acc: 0.7546, loss_cls: 2.0973, loss: 2.0973, grad_norm: 2.3916 2020-10-07 21:37:47,101 - mmaction - INFO - Epoch [210][200/999] lr: 4.853e-02, eta: 13:09:42, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5210, top5_acc: 0.7465, loss_cls: 2.1316, loss: 2.1316, grad_norm: 2.3892 2020-10-07 21:38:07,035 - mmaction - INFO - Epoch [210][220/999] lr: 4.853e-02, eta: 13:09:21, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5199, top5_acc: 0.7395, loss_cls: 2.1545, loss: 2.1545, grad_norm: 2.4011 2020-10-07 21:38:27,176 - mmaction - INFO - Epoch [210][240/999] lr: 4.853e-02, eta: 13:09:01, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.5108, top5_acc: 0.7431, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.3982 2020-10-07 21:38:47,211 - mmaction - INFO - Epoch [210][260/999] lr: 4.853e-02, eta: 13:08:40, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5242, top5_acc: 0.7493, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.3086 2020-10-07 21:39:07,308 - mmaction - INFO - Epoch [210][280/999] lr: 4.853e-02, eta: 13:08:19, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5204, top5_acc: 0.7457, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.3874 2020-10-07 21:39:27,417 - mmaction - INFO - Epoch [210][300/999] lr: 4.853e-02, eta: 13:07:59, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5052, top5_acc: 0.7329, loss_cls: 2.2010, loss: 2.2010, grad_norm: 2.4211 2020-10-07 21:39:47,505 - mmaction - INFO - Epoch [210][320/999] lr: 4.853e-02, eta: 13:07:38, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1463, loss: 2.1463, grad_norm: 2.3811 2020-10-07 21:40:07,557 - mmaction - INFO - Epoch [210][340/999] lr: 4.853e-02, eta: 13:07:18, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5113, top5_acc: 0.7361, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.3876 2020-10-07 21:40:27,478 - mmaction - INFO - Epoch [210][360/999] lr: 4.853e-02, eta: 13:06:57, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5023, top5_acc: 0.7358, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.4112 2020-10-07 21:40:47,561 - mmaction - INFO - Epoch [210][380/999] lr: 4.853e-02, eta: 13:06:37, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5132, top5_acc: 0.7359, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.3777 2020-10-07 21:41:07,641 - mmaction - INFO - Epoch [210][400/999] lr: 4.853e-02, eta: 13:06:16, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5280, top5_acc: 0.7543, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.3490 2020-10-07 21:41:27,626 - mmaction - INFO - Epoch [210][420/999] lr: 4.853e-02, eta: 13:05:55, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5077, top5_acc: 0.7333, loss_cls: 2.2022, loss: 2.2022, grad_norm: 2.3788 2020-10-07 21:41:47,755 - mmaction - INFO - Epoch [210][440/999] lr: 4.853e-02, eta: 13:05:35, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5087, top5_acc: 0.7426, loss_cls: 2.1779, loss: 2.1779, grad_norm: 2.3940 2020-10-07 21:42:07,829 - mmaction - INFO - Epoch [210][460/999] lr: 4.853e-02, eta: 13:05:14, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.3993 2020-10-07 21:42:27,864 - mmaction - INFO - Epoch [210][480/999] lr: 4.853e-02, eta: 13:04:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5181, top5_acc: 0.7408, loss_cls: 2.1522, loss: 2.1522, grad_norm: 2.3981 2020-10-07 21:42:47,881 - mmaction - INFO - Epoch [210][500/999] lr: 4.853e-02, eta: 13:04:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.3538 2020-10-07 21:43:08,009 - mmaction - INFO - Epoch [210][520/999] lr: 4.853e-02, eta: 13:04:13, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5014, top5_acc: 0.7368, loss_cls: 2.2005, loss: 2.2005, grad_norm: 2.4068 2020-10-07 21:43:28,006 - mmaction - INFO - Epoch [210][540/999] lr: 4.853e-02, eta: 13:03:52, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5161, top5_acc: 0.7479, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.3683 2020-10-07 21:43:48,080 - mmaction - INFO - Epoch [210][560/999] lr: 4.853e-02, eta: 13:03:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5013, top5_acc: 0.7387, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.3994 2020-10-07 21:44:08,174 - mmaction - INFO - Epoch [210][580/999] lr: 4.853e-02, eta: 13:03:11, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5047, top5_acc: 0.7424, loss_cls: 2.1854, loss: 2.1854, grad_norm: 2.4290 2020-10-07 21:44:28,174 - mmaction - INFO - Epoch [210][600/999] lr: 4.853e-02, eta: 13:02:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5077, top5_acc: 0.7367, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.3986 2020-10-07 21:44:48,203 - mmaction - INFO - Epoch [210][620/999] lr: 4.853e-02, eta: 13:02:30, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5089, top5_acc: 0.7387, loss_cls: 2.1891, loss: 2.1891, grad_norm: 2.3876 2020-10-07 21:45:08,207 - mmaction - INFO - Epoch [210][640/999] lr: 4.853e-02, eta: 13:02:09, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5059, top5_acc: 0.7424, loss_cls: 2.1611, loss: 2.1611, grad_norm: 2.3838 2020-10-07 21:45:28,220 - mmaction - INFO - Epoch [210][660/999] lr: 4.853e-02, eta: 13:01:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5181, top5_acc: 0.7462, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.3886 2020-10-07 21:45:48,288 - mmaction - INFO - Epoch [210][680/999] lr: 4.853e-02, eta: 13:01:28, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5107, top5_acc: 0.7445, loss_cls: 2.1600, loss: 2.1600, grad_norm: 2.3863 2020-10-07 21:46:08,347 - mmaction - INFO - Epoch [210][700/999] lr: 4.853e-02, eta: 13:01:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5133, top5_acc: 0.7451, loss_cls: 2.1535, loss: 2.1535, grad_norm: 2.3999 2020-10-07 21:46:28,487 - mmaction - INFO - Epoch [210][720/999] lr: 4.853e-02, eta: 13:00:47, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5048, top5_acc: 0.7414, loss_cls: 2.1911, loss: 2.1911, grad_norm: 2.4540 2020-10-07 21:46:48,525 - mmaction - INFO - Epoch [210][740/999] lr: 4.853e-02, eta: 13:00:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5142, top5_acc: 0.7382, loss_cls: 2.1751, loss: 2.1751, grad_norm: 2.4166 2020-10-07 21:47:08,496 - mmaction - INFO - Epoch [210][760/999] lr: 4.853e-02, eta: 13:00:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5092, top5_acc: 0.7383, loss_cls: 2.2131, loss: 2.2131, grad_norm: 2.4432 2020-10-07 21:47:28,596 - mmaction - INFO - Epoch [210][780/999] lr: 4.853e-02, eta: 12:59:45, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5126, top5_acc: 0.7358, loss_cls: 2.1802, loss: 2.1802, grad_norm: 2.3914 2020-10-07 21:47:48,568 - mmaction - INFO - Epoch [210][800/999] lr: 4.853e-02, eta: 12:59:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5174, top5_acc: 0.7461, loss_cls: 2.1469, loss: 2.1469, grad_norm: 2.3747 2020-10-07 21:48:08,537 - mmaction - INFO - Epoch [210][820/999] lr: 4.853e-02, eta: 12:59:04, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5104, top5_acc: 0.7401, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.4179 2020-10-07 21:48:28,527 - mmaction - INFO - Epoch [210][840/999] lr: 4.853e-02, eta: 12:58:43, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5012, top5_acc: 0.7379, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.4413 2020-10-07 21:48:48,575 - mmaction - INFO - Epoch [210][860/999] lr: 4.853e-02, eta: 12:58:23, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5139, top5_acc: 0.7410, loss_cls: 2.1698, loss: 2.1698, grad_norm: 2.4045 2020-10-07 21:49:08,676 - mmaction - INFO - Epoch [210][880/999] lr: 4.853e-02, eta: 12:58:02, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5098, top5_acc: 0.7357, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.4078 2020-10-07 21:49:28,673 - mmaction - INFO - Epoch [210][900/999] lr: 4.853e-02, eta: 12:57:42, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5085, top5_acc: 0.7350, loss_cls: 2.1923, loss: 2.1923, grad_norm: 2.3712 2020-10-07 21:49:48,620 - mmaction - INFO - Epoch [210][920/999] lr: 4.853e-02, eta: 12:57:21, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5142, top5_acc: 0.7430, loss_cls: 2.1594, loss: 2.1594, grad_norm: 2.4078 2020-10-07 21:50:08,712 - mmaction - INFO - Epoch [210][940/999] lr: 4.853e-02, eta: 12:57:00, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5135, top5_acc: 0.7445, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.3925 2020-10-07 21:50:28,691 - mmaction - INFO - Epoch [210][960/999] lr: 4.853e-02, eta: 12:56:40, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.4996, top5_acc: 0.7298, loss_cls: 2.2169, loss: 2.2169, grad_norm: 2.4440 2020-10-07 21:50:48,753 - mmaction - INFO - Epoch [210][980/999] lr: 4.853e-02, eta: 12:56:19, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5173, top5_acc: 0.7430, loss_cls: 2.1600, loss: 2.1600, grad_norm: 2.3910 2020-10-07 21:51:58,669 - mmaction - INFO - Epoch [211][20/999] lr: 4.654e-02, eta: 12:55:55, time: 2.534, data_time: 1.472, memory: 8478, top1_acc: 0.5229, top5_acc: 0.7439, loss_cls: 2.1304, loss: 2.1304, grad_norm: 2.3969 2020-10-07 21:52:18,408 - mmaction - INFO - Epoch [211][40/999] lr: 4.654e-02, eta: 12:55:34, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.5237, top5_acc: 0.7559, loss_cls: 2.0930, loss: 2.0930, grad_norm: 2.4060 2020-10-07 21:52:38,238 - mmaction - INFO - Epoch [211][60/999] lr: 4.654e-02, eta: 12:55:13, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.5208, top5_acc: 0.7441, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.4103 2020-10-07 21:52:58,178 - mmaction - INFO - Epoch [211][80/999] lr: 4.654e-02, eta: 12:54:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5178, top5_acc: 0.7460, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.4172 2020-10-07 21:53:18,261 - mmaction - INFO - Epoch [211][100/999] lr: 4.654e-02, eta: 12:54:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5243, top5_acc: 0.7471, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.3924 2020-10-07 21:53:38,369 - mmaction - INFO - Epoch [211][120/999] lr: 4.654e-02, eta: 12:54:11, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5185, top5_acc: 0.7449, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.4367 2020-10-07 21:53:58,306 - mmaction - INFO - Epoch [211][140/999] lr: 4.654e-02, eta: 12:53:50, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.5219, top5_acc: 0.7448, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.3937 2020-10-07 21:54:18,350 - mmaction - INFO - Epoch [211][160/999] lr: 4.654e-02, eta: 12:53:30, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5133, top5_acc: 0.7419, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.4232 2020-10-07 21:54:38,486 - mmaction - INFO - Epoch [211][180/999] lr: 4.654e-02, eta: 12:53:09, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.5184, top5_acc: 0.7405, loss_cls: 2.1435, loss: 2.1435, grad_norm: 2.3724 2020-10-07 21:54:58,496 - mmaction - INFO - Epoch [211][200/999] lr: 4.654e-02, eta: 12:52:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5204, top5_acc: 0.7492, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.3977 2020-10-07 21:55:18,497 - mmaction - INFO - Epoch [211][220/999] lr: 4.654e-02, eta: 12:52:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5253, top5_acc: 0.7473, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.4058 2020-10-07 21:55:38,492 - mmaction - INFO - Epoch [211][240/999] lr: 4.654e-02, eta: 12:52:08, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5224, top5_acc: 0.7470, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.4210 2020-10-07 21:55:58,593 - mmaction - INFO - Epoch [211][260/999] lr: 4.654e-02, eta: 12:51:47, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5270, top5_acc: 0.7508, loss_cls: 2.1168, loss: 2.1168, grad_norm: 2.4149 2020-10-07 21:56:18,662 - mmaction - INFO - Epoch [211][280/999] lr: 4.654e-02, eta: 12:51:27, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5165, top5_acc: 0.7448, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.4059 2020-10-07 21:56:38,697 - mmaction - INFO - Epoch [211][300/999] lr: 4.654e-02, eta: 12:51:06, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.4226 2020-10-07 21:56:58,668 - mmaction - INFO - Epoch [211][320/999] lr: 4.654e-02, eta: 12:50:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5135, top5_acc: 0.7444, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.4284 2020-10-07 21:57:18,676 - mmaction - INFO - Epoch [211][340/999] lr: 4.654e-02, eta: 12:50:25, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5146, top5_acc: 0.7421, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.4198 2020-10-07 21:57:38,737 - mmaction - INFO - Epoch [211][360/999] lr: 4.654e-02, eta: 12:50:04, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5250, top5_acc: 0.7440, loss_cls: 2.1250, loss: 2.1250, grad_norm: 2.4147 2020-10-07 21:57:58,680 - mmaction - INFO - Epoch [211][380/999] lr: 4.654e-02, eta: 12:49:43, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5117, top5_acc: 0.7423, loss_cls: 2.1412, loss: 2.1412, grad_norm: 2.4353 2020-10-07 21:58:18,826 - mmaction - INFO - Epoch [211][400/999] lr: 4.654e-02, eta: 12:49:23, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5118, top5_acc: 0.7382, loss_cls: 2.1640, loss: 2.1640, grad_norm: 2.4355 2020-10-07 21:58:38,904 - mmaction - INFO - Epoch [211][420/999] lr: 4.654e-02, eta: 12:49:02, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5154, top5_acc: 0.7460, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.4334 2020-10-07 21:58:58,972 - mmaction - INFO - Epoch [211][440/999] lr: 4.654e-02, eta: 12:48:42, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5178, top5_acc: 0.7493, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.4099 2020-10-07 21:59:18,934 - mmaction - INFO - Epoch [211][460/999] lr: 4.654e-02, eta: 12:48:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.4999, top5_acc: 0.7301, loss_cls: 2.2088, loss: 2.2088, grad_norm: 2.4497 2020-10-07 21:59:38,889 - mmaction - INFO - Epoch [211][480/999] lr: 4.654e-02, eta: 12:48:01, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5130, top5_acc: 0.7352, loss_cls: 2.1775, loss: 2.1775, grad_norm: 2.4304 2020-10-07 21:59:58,957 - mmaction - INFO - Epoch [211][500/999] lr: 4.654e-02, eta: 12:47:40, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5087, top5_acc: 0.7370, loss_cls: 2.1720, loss: 2.1720, grad_norm: 2.3957 2020-10-07 22:00:20,909 - mmaction - INFO - Epoch [211][520/999] lr: 4.654e-02, eta: 12:47:22, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.5031, top5_acc: 0.7427, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.4417 2020-10-07 22:00:40,925 - mmaction - INFO - Epoch [211][540/999] lr: 4.654e-02, eta: 12:47:01, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.5142, top5_acc: 0.7466, loss_cls: 2.1555, loss: 2.1555, grad_norm: 2.3835 2020-10-07 22:01:00,996 - mmaction - INFO - Epoch [211][560/999] lr: 4.654e-02, eta: 12:46:41, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5105, top5_acc: 0.7393, loss_cls: 2.1636, loss: 2.1636, grad_norm: 2.4537 2020-10-07 22:01:20,997 - mmaction - INFO - Epoch [211][580/999] lr: 4.654e-02, eta: 12:46:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5070, top5_acc: 0.7397, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.4540 2020-10-07 22:01:41,017 - mmaction - INFO - Epoch [211][600/999] lr: 4.654e-02, eta: 12:46:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5151, top5_acc: 0.7499, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.4805 2020-10-07 22:02:01,036 - mmaction - INFO - Epoch [211][620/999] lr: 4.654e-02, eta: 12:45:39, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5225, top5_acc: 0.7460, loss_cls: 2.1200, loss: 2.1200, grad_norm: 2.4327 2020-10-07 22:02:21,075 - mmaction - INFO - Epoch [211][640/999] lr: 4.654e-02, eta: 12:45:19, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5189, top5_acc: 0.7510, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.4206 2020-10-07 22:02:41,176 - mmaction - INFO - Epoch [211][660/999] lr: 4.654e-02, eta: 12:44:58, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5206, top5_acc: 0.7542, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.4369 2020-10-07 22:03:01,116 - mmaction - INFO - Epoch [211][680/999] lr: 4.654e-02, eta: 12:44:37, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5174, top5_acc: 0.7449, loss_cls: 2.1503, loss: 2.1503, grad_norm: 2.4644 2020-10-07 22:03:21,164 - mmaction - INFO - Epoch [211][700/999] lr: 4.654e-02, eta: 12:44:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5103, top5_acc: 0.7441, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.4617 2020-10-07 22:03:41,231 - mmaction - INFO - Epoch [211][720/999] lr: 4.654e-02, eta: 12:43:56, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5020, top5_acc: 0.7376, loss_cls: 2.1974, loss: 2.1974, grad_norm: 2.4768 2020-10-07 22:04:01,151 - mmaction - INFO - Epoch [211][740/999] lr: 4.654e-02, eta: 12:43:36, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5137, top5_acc: 0.7404, loss_cls: 2.1721, loss: 2.1721, grad_norm: 2.4199 2020-10-07 22:04:21,151 - mmaction - INFO - Epoch [211][760/999] lr: 4.654e-02, eta: 12:43:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5091, top5_acc: 0.7422, loss_cls: 2.1712, loss: 2.1712, grad_norm: 2.4348 2020-10-07 22:04:41,142 - mmaction - INFO - Epoch [211][780/999] lr: 4.654e-02, eta: 12:42:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5133, top5_acc: 0.7503, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.4543 2020-10-07 22:05:01,070 - mmaction - INFO - Epoch [211][800/999] lr: 4.654e-02, eta: 12:42:34, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5108, top5_acc: 0.7414, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.4713 2020-10-07 22:05:21,060 - mmaction - INFO - Epoch [211][820/999] lr: 4.654e-02, eta: 12:42:13, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5260, top5_acc: 0.7520, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.4275 2020-10-07 22:05:41,173 - mmaction - INFO - Epoch [211][840/999] lr: 4.654e-02, eta: 12:41:53, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5120, top5_acc: 0.7410, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.4575 2020-10-07 22:06:01,234 - mmaction - INFO - Epoch [211][860/999] lr: 4.654e-02, eta: 12:41:32, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5145, top5_acc: 0.7438, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.4255 2020-10-07 22:06:21,295 - mmaction - INFO - Epoch [211][880/999] lr: 4.654e-02, eta: 12:41:11, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5108, top5_acc: 0.7396, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.4672 2020-10-07 22:06:41,421 - mmaction - INFO - Epoch [211][900/999] lr: 4.654e-02, eta: 12:40:51, time: 1.008, data_time: 0.004, memory: 8478, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.4728 2020-10-07 22:07:01,440 - mmaction - INFO - Epoch [211][920/999] lr: 4.654e-02, eta: 12:40:30, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5186, top5_acc: 0.7464, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.3977 2020-10-07 22:07:21,399 - mmaction - INFO - Epoch [211][940/999] lr: 4.654e-02, eta: 12:40:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5147, top5_acc: 0.7384, loss_cls: 2.1624, loss: 2.1624, grad_norm: 2.4064 2020-10-07 22:07:41,472 - mmaction - INFO - Epoch [211][960/999] lr: 4.654e-02, eta: 12:39:49, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5163, top5_acc: 0.7477, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.4252 2020-10-07 22:08:01,515 - mmaction - INFO - Epoch [211][980/999] lr: 4.654e-02, eta: 12:39:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5180, top5_acc: 0.7488, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.4237 2020-10-07 22:09:15,178 - mmaction - INFO - Epoch [212][20/999] lr: 4.459e-02, eta: 12:39:06, time: 2.646, data_time: 1.464, memory: 8478, top1_acc: 0.5204, top5_acc: 0.7491, loss_cls: 2.1086, loss: 2.1086, grad_norm: 2.4025 2020-10-07 22:09:34,804 - mmaction - INFO - Epoch [212][40/999] lr: 4.459e-02, eta: 12:38:45, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.5294, top5_acc: 0.7540, loss_cls: 2.0885, loss: 2.0885, grad_norm: 2.4258 2020-10-07 22:09:54,711 - mmaction - INFO - Epoch [212][60/999] lr: 4.459e-02, eta: 12:38:25, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5168, top5_acc: 0.7465, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.4566 2020-10-07 22:10:14,692 - mmaction - INFO - Epoch [212][80/999] lr: 4.459e-02, eta: 12:38:04, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5103, top5_acc: 0.7431, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.4674 2020-10-07 22:10:34,650 - mmaction - INFO - Epoch [212][100/999] lr: 4.459e-02, eta: 12:37:43, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.5234, top5_acc: 0.7483, loss_cls: 2.1098, loss: 2.1098, grad_norm: 2.4138 2020-10-07 22:10:54,663 - mmaction - INFO - Epoch [212][120/999] lr: 4.459e-02, eta: 12:37:23, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5370, top5_acc: 0.7561, loss_cls: 2.0516, loss: 2.0516, grad_norm: 2.4063 2020-10-07 22:11:14,560 - mmaction - INFO - Epoch [212][140/999] lr: 4.459e-02, eta: 12:37:02, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.5331, top5_acc: 0.7526, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.4015 2020-10-07 22:11:34,603 - mmaction - INFO - Epoch [212][160/999] lr: 4.459e-02, eta: 12:36:41, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5232, top5_acc: 0.7526, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.4354 2020-10-07 22:11:54,681 - mmaction - INFO - Epoch [212][180/999] lr: 4.459e-02, eta: 12:36:21, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5234, top5_acc: 0.7505, loss_cls: 2.0858, loss: 2.0858, grad_norm: 2.4672 2020-10-07 22:12:14,647 - mmaction - INFO - Epoch [212][200/999] lr: 4.459e-02, eta: 12:36:00, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5257, top5_acc: 0.7570, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.4560 2020-10-07 22:12:34,635 - mmaction - INFO - Epoch [212][220/999] lr: 4.459e-02, eta: 12:35:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5191, top5_acc: 0.7451, loss_cls: 2.1365, loss: 2.1365, grad_norm: 2.4877 2020-10-07 22:12:54,658 - mmaction - INFO - Epoch [212][240/999] lr: 4.459e-02, eta: 12:35:19, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5207, top5_acc: 0.7529, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.4057 2020-10-07 22:13:14,554 - mmaction - INFO - Epoch [212][260/999] lr: 4.459e-02, eta: 12:34:58, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.5074, top5_acc: 0.7370, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.4487 2020-10-07 22:13:34,606 - mmaction - INFO - Epoch [212][280/999] lr: 4.459e-02, eta: 12:34:38, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5238, top5_acc: 0.7529, loss_cls: 2.0977, loss: 2.0977, grad_norm: 2.4215 2020-10-07 22:13:54,675 - mmaction - INFO - Epoch [212][300/999] lr: 4.459e-02, eta: 12:34:17, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5193, top5_acc: 0.7401, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.4181 2020-10-07 22:14:14,652 - mmaction - INFO - Epoch [212][320/999] lr: 4.459e-02, eta: 12:33:57, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5279, top5_acc: 0.7517, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.4646 2020-10-07 22:14:34,708 - mmaction - INFO - Epoch [212][340/999] lr: 4.459e-02, eta: 12:33:36, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5174, top5_acc: 0.7419, loss_cls: 2.1635, loss: 2.1635, grad_norm: 2.4834 2020-10-07 22:14:54,668 - mmaction - INFO - Epoch [212][360/999] lr: 4.459e-02, eta: 12:33:15, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5240, top5_acc: 0.7482, loss_cls: 2.1157, loss: 2.1157, grad_norm: 2.4484 2020-10-07 22:15:14,617 - mmaction - INFO - Epoch [212][380/999] lr: 4.459e-02, eta: 12:32:55, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5163, top5_acc: 0.7458, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.4780 2020-10-07 22:15:34,607 - mmaction - INFO - Epoch [212][400/999] lr: 4.459e-02, eta: 12:32:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5113, top5_acc: 0.7379, loss_cls: 2.1525, loss: 2.1525, grad_norm: 2.4651 2020-10-07 22:15:54,706 - mmaction - INFO - Epoch [212][420/999] lr: 4.459e-02, eta: 12:32:13, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5174, top5_acc: 0.7492, loss_cls: 2.1244, loss: 2.1244, grad_norm: 2.4382 2020-10-07 22:16:14,700 - mmaction - INFO - Epoch [212][440/999] lr: 4.459e-02, eta: 12:31:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5181, top5_acc: 0.7427, loss_cls: 2.1451, loss: 2.1451, grad_norm: 2.4183 2020-10-07 22:16:34,756 - mmaction - INFO - Epoch [212][460/999] lr: 4.459e-02, eta: 12:31:32, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.5212, top5_acc: 0.7548, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.4073 2020-10-07 22:16:54,705 - mmaction - INFO - Epoch [212][480/999] lr: 4.459e-02, eta: 12:31:12, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5198, top5_acc: 0.7461, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.4745 2020-10-07 22:17:14,810 - mmaction - INFO - Epoch [212][500/999] lr: 4.459e-02, eta: 12:30:51, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5210, top5_acc: 0.7438, loss_cls: 2.1149, loss: 2.1149, grad_norm: 2.4397 2020-10-07 22:17:34,825 - mmaction - INFO - Epoch [212][520/999] lr: 4.459e-02, eta: 12:30:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5294, top5_acc: 0.7547, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.4399 2020-10-07 22:17:54,932 - mmaction - INFO - Epoch [212][540/999] lr: 4.459e-02, eta: 12:30:10, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5303, top5_acc: 0.7479, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.4219 2020-10-07 22:18:14,970 - mmaction - INFO - Epoch [212][560/999] lr: 4.459e-02, eta: 12:29:50, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5253, top5_acc: 0.7518, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.4558 2020-10-07 22:18:35,057 - mmaction - INFO - Epoch [212][580/999] lr: 4.459e-02, eta: 12:29:29, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5130, top5_acc: 0.7451, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.4466 2020-10-07 22:18:55,131 - mmaction - INFO - Epoch [212][600/999] lr: 4.459e-02, eta: 12:29:09, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5249, top5_acc: 0.7551, loss_cls: 2.0940, loss: 2.0940, grad_norm: 2.4513 2020-10-07 22:19:15,012 - mmaction - INFO - Epoch [212][620/999] lr: 4.459e-02, eta: 12:28:48, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.5133, top5_acc: 0.7389, loss_cls: 2.1888, loss: 2.1888, grad_norm: 2.4976 2020-10-07 22:19:35,044 - mmaction - INFO - Epoch [212][640/999] lr: 4.459e-02, eta: 12:28:27, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5320, top5_acc: 0.7488, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.4290 2020-10-07 22:19:54,972 - mmaction - INFO - Epoch [212][660/999] lr: 4.459e-02, eta: 12:28:07, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5206, top5_acc: 0.7475, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.4776 2020-10-07 22:20:14,923 - mmaction - INFO - Epoch [212][680/999] lr: 4.459e-02, eta: 12:27:46, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5177, top5_acc: 0.7370, loss_cls: 2.1567, loss: 2.1567, grad_norm: 2.4331 2020-10-07 22:20:34,967 - mmaction - INFO - Epoch [212][700/999] lr: 4.459e-02, eta: 12:27:25, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5190, top5_acc: 0.7479, loss_cls: 2.1249, loss: 2.1249, grad_norm: 2.4786 2020-10-07 22:20:54,935 - mmaction - INFO - Epoch [212][720/999] lr: 4.459e-02, eta: 12:27:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5167, top5_acc: 0.7411, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.4740 2020-10-07 22:21:14,906 - mmaction - INFO - Epoch [212][740/999] lr: 4.459e-02, eta: 12:26:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5169, top5_acc: 0.7393, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.4307 2020-10-07 22:21:34,964 - mmaction - INFO - Epoch [212][760/999] lr: 4.459e-02, eta: 12:26:24, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5092, top5_acc: 0.7437, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.4834 2020-10-07 22:21:54,996 - mmaction - INFO - Epoch [212][780/999] lr: 4.459e-02, eta: 12:26:03, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5193, top5_acc: 0.7460, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.4443 2020-10-07 22:22:15,020 - mmaction - INFO - Epoch [212][800/999] lr: 4.459e-02, eta: 12:25:42, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5266, top5_acc: 0.7540, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.4246 2020-10-07 22:22:35,011 - mmaction - INFO - Epoch [212][820/999] lr: 4.459e-02, eta: 12:25:22, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5202, top5_acc: 0.7471, loss_cls: 2.1241, loss: 2.1241, grad_norm: 2.4662 2020-10-07 22:22:54,950 - mmaction - INFO - Epoch [212][840/999] lr: 4.459e-02, eta: 12:25:01, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5250, top5_acc: 0.7443, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.4613 2020-10-07 22:23:14,888 - mmaction - INFO - Epoch [212][860/999] lr: 4.459e-02, eta: 12:24:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5225, top5_acc: 0.7486, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.4399 2020-10-07 22:23:34,921 - mmaction - INFO - Epoch [212][880/999] lr: 4.459e-02, eta: 12:24:20, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5172, top5_acc: 0.7447, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.4588 2020-10-07 22:23:54,917 - mmaction - INFO - Epoch [212][900/999] lr: 4.459e-02, eta: 12:23:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5126, top5_acc: 0.7465, loss_cls: 2.1349, loss: 2.1349, grad_norm: 2.4924 2020-10-07 22:24:14,914 - mmaction - INFO - Epoch [212][920/999] lr: 4.459e-02, eta: 12:23:39, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5172, top5_acc: 0.7436, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.4981 2020-10-07 22:24:34,910 - mmaction - INFO - Epoch [212][940/999] lr: 4.459e-02, eta: 12:23:18, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5223, top5_acc: 0.7467, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.4638 2020-10-07 22:24:54,922 - mmaction - INFO - Epoch [212][960/999] lr: 4.459e-02, eta: 12:22:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5130, top5_acc: 0.7447, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.4583 2020-10-07 22:25:14,929 - mmaction - INFO - Epoch [212][980/999] lr: 4.459e-02, eta: 12:22:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5138, top5_acc: 0.7469, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.4652 2020-10-07 22:26:24,873 - mmaction - INFO - Epoch [213][20/999] lr: 4.268e-02, eta: 12:22:11, time: 2.540, data_time: 1.513, memory: 8478, top1_acc: 0.5163, top5_acc: 0.7467, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.4732 2020-10-07 22:26:44,563 - mmaction - INFO - Epoch [213][40/999] lr: 4.268e-02, eta: 12:21:50, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.5288, top5_acc: 0.7587, loss_cls: 2.0516, loss: 2.0516, grad_norm: 2.4829 2020-10-07 22:27:04,412 - mmaction - INFO - Epoch [213][60/999] lr: 4.268e-02, eta: 12:21:30, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.5230, top5_acc: 0.7474, loss_cls: 2.1033, loss: 2.1033, grad_norm: 2.4200 2020-10-07 22:27:24,383 - mmaction - INFO - Epoch [213][80/999] lr: 4.268e-02, eta: 12:21:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5281, top5_acc: 0.7612, loss_cls: 2.0830, loss: 2.0830, grad_norm: 2.4580 2020-10-07 22:27:44,389 - mmaction - INFO - Epoch [213][100/999] lr: 4.268e-02, eta: 12:20:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5219, top5_acc: 0.7490, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.4545 2020-10-07 22:28:04,438 - mmaction - INFO - Epoch [213][120/999] lr: 4.268e-02, eta: 12:20:28, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.5190, top5_acc: 0.7490, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.4902 2020-10-07 22:28:24,521 - mmaction - INFO - Epoch [213][140/999] lr: 4.268e-02, eta: 12:20:07, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5155, top5_acc: 0.7380, loss_cls: 2.1675, loss: 2.1675, grad_norm: 2.4820 2020-10-07 22:28:44,473 - mmaction - INFO - Epoch [213][160/999] lr: 4.268e-02, eta: 12:19:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.4437 2020-10-07 22:29:04,487 - mmaction - INFO - Epoch [213][180/999] lr: 4.268e-02, eta: 12:19:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5220, top5_acc: 0.7509, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.4938 2020-10-07 22:29:24,469 - mmaction - INFO - Epoch [213][200/999] lr: 4.268e-02, eta: 12:19:05, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5161, top5_acc: 0.7483, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.4926 2020-10-07 22:29:44,519 - mmaction - INFO - Epoch [213][220/999] lr: 4.268e-02, eta: 12:18:45, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5318, top5_acc: 0.7518, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.4250 2020-10-07 22:30:04,599 - mmaction - INFO - Epoch [213][240/999] lr: 4.268e-02, eta: 12:18:24, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5215, top5_acc: 0.7544, loss_cls: 2.0849, loss: 2.0849, grad_norm: 2.4217 2020-10-07 22:30:25,617 - mmaction - INFO - Epoch [213][260/999] lr: 4.268e-02, eta: 12:18:05, time: 1.053, data_time: 0.004, memory: 8478, top1_acc: 0.5292, top5_acc: 0.7522, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.4700 2020-10-07 22:30:45,575 - mmaction - INFO - Epoch [213][280/999] lr: 4.268e-02, eta: 12:17:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5255, top5_acc: 0.7514, loss_cls: 2.0871, loss: 2.0871, grad_norm: 2.4463 2020-10-07 22:31:05,514 - mmaction - INFO - Epoch [213][300/999] lr: 4.268e-02, eta: 12:17:24, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.5194, top5_acc: 0.7557, loss_cls: 2.0851, loss: 2.0851, grad_norm: 2.5052 2020-10-07 22:31:25,537 - mmaction - INFO - Epoch [213][320/999] lr: 4.268e-02, eta: 12:17:03, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5223, top5_acc: 0.7501, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.4747 2020-10-07 22:31:45,584 - mmaction - INFO - Epoch [213][340/999] lr: 4.268e-02, eta: 12:16:43, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5263, top5_acc: 0.7466, loss_cls: 2.1369, loss: 2.1369, grad_norm: 2.4599 2020-10-07 22:32:05,556 - mmaction - INFO - Epoch [213][360/999] lr: 4.268e-02, eta: 12:16:22, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5159, top5_acc: 0.7431, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.4877 2020-10-07 22:32:25,597 - mmaction - INFO - Epoch [213][380/999] lr: 4.268e-02, eta: 12:16:01, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5203, top5_acc: 0.7419, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.4434 2020-10-07 22:32:45,562 - mmaction - INFO - Epoch [213][400/999] lr: 4.268e-02, eta: 12:15:41, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5181, top5_acc: 0.7473, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.4539 2020-10-07 22:33:05,475 - mmaction - INFO - Epoch [213][420/999] lr: 4.268e-02, eta: 12:15:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5302, top5_acc: 0.7534, loss_cls: 2.0967, loss: 2.0967, grad_norm: 2.4359 2020-10-07 22:33:25,531 - mmaction - INFO - Epoch [213][440/999] lr: 4.268e-02, eta: 12:15:00, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5164, top5_acc: 0.7405, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.5146 2020-10-07 22:33:45,521 - mmaction - INFO - Epoch [213][460/999] lr: 4.268e-02, eta: 12:14:39, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5232, top5_acc: 0.7549, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.5002 2020-10-07 22:34:05,579 - mmaction - INFO - Epoch [213][480/999] lr: 4.268e-02, eta: 12:14:18, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5264, top5_acc: 0.7533, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.4553 2020-10-07 22:34:25,674 - mmaction - INFO - Epoch [213][500/999] lr: 4.268e-02, eta: 12:13:58, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5194, top5_acc: 0.7549, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.4811 2020-10-07 22:34:45,603 - mmaction - INFO - Epoch [213][520/999] lr: 4.268e-02, eta: 12:13:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5193, top5_acc: 0.7499, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.4966 2020-10-07 22:35:05,668 - mmaction - INFO - Epoch [213][540/999] lr: 4.268e-02, eta: 12:13:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5224, top5_acc: 0.7514, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.4521 2020-10-07 22:35:25,712 - mmaction - INFO - Epoch [213][560/999] lr: 4.268e-02, eta: 12:12:56, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.4819 2020-10-07 22:35:45,685 - mmaction - INFO - Epoch [213][580/999] lr: 4.268e-02, eta: 12:12:36, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5279, top5_acc: 0.7527, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.4852 2020-10-07 22:36:05,656 - mmaction - INFO - Epoch [213][600/999] lr: 4.268e-02, eta: 12:12:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5267, top5_acc: 0.7490, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.4649 2020-10-07 22:36:25,732 - mmaction - INFO - Epoch [213][620/999] lr: 4.268e-02, eta: 12:11:55, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5182, top5_acc: 0.7413, loss_cls: 2.1499, loss: 2.1499, grad_norm: 2.5001 2020-10-07 22:36:45,776 - mmaction - INFO - Epoch [213][640/999] lr: 4.268e-02, eta: 12:11:34, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5262, top5_acc: 0.7500, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.5084 2020-10-07 22:37:05,865 - mmaction - INFO - Epoch [213][660/999] lr: 4.268e-02, eta: 12:11:14, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5217, top5_acc: 0.7470, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.4936 2020-10-07 22:37:25,787 - mmaction - INFO - Epoch [213][680/999] lr: 4.268e-02, eta: 12:10:53, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5212, top5_acc: 0.7471, loss_cls: 2.1357, loss: 2.1357, grad_norm: 2.4763 2020-10-07 22:37:45,770 - mmaction - INFO - Epoch [213][700/999] lr: 4.268e-02, eta: 12:10:32, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5155, top5_acc: 0.7460, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.4906 2020-10-07 22:38:05,803 - mmaction - INFO - Epoch [213][720/999] lr: 4.268e-02, eta: 12:10:12, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.5189, top5_acc: 0.7456, loss_cls: 2.1329, loss: 2.1329, grad_norm: 2.5110 2020-10-07 22:38:25,775 - mmaction - INFO - Epoch [213][740/999] lr: 4.268e-02, eta: 12:09:51, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5236, top5_acc: 0.7521, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.4733 2020-10-07 22:38:45,773 - mmaction - INFO - Epoch [213][760/999] lr: 4.268e-02, eta: 12:09:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5173, top5_acc: 0.7518, loss_cls: 2.1028, loss: 2.1028, grad_norm: 2.5090 2020-10-07 22:39:05,767 - mmaction - INFO - Epoch [213][780/999] lr: 4.268e-02, eta: 12:09:10, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5211, top5_acc: 0.7404, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.5081 2020-10-07 22:39:25,760 - mmaction - INFO - Epoch [213][800/999] lr: 4.268e-02, eta: 12:08:49, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5124, top5_acc: 0.7398, loss_cls: 2.1729, loss: 2.1729, grad_norm: 2.5134 2020-10-07 22:39:45,713 - mmaction - INFO - Epoch [213][820/999] lr: 4.268e-02, eta: 12:08:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5207, top5_acc: 0.7460, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.4331 2020-10-07 22:40:05,764 - mmaction - INFO - Epoch [213][840/999] lr: 4.268e-02, eta: 12:08:08, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5280, top5_acc: 0.7499, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.4671 2020-10-07 22:40:25,856 - mmaction - INFO - Epoch [213][860/999] lr: 4.268e-02, eta: 12:07:48, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5111, top5_acc: 0.7417, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.5395 2020-10-07 22:40:45,872 - mmaction - INFO - Epoch [213][880/999] lr: 4.268e-02, eta: 12:07:27, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5201, top5_acc: 0.7426, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.4897 2020-10-07 22:41:05,817 - mmaction - INFO - Epoch [213][900/999] lr: 4.268e-02, eta: 12:07:07, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5204, top5_acc: 0.7505, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.4349 2020-10-07 22:41:25,808 - mmaction - INFO - Epoch [213][920/999] lr: 4.268e-02, eta: 12:06:46, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5219, top5_acc: 0.7507, loss_cls: 2.1128, loss: 2.1128, grad_norm: 2.4893 2020-10-07 22:41:45,879 - mmaction - INFO - Epoch [213][940/999] lr: 4.268e-02, eta: 12:06:25, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5233, top5_acc: 0.7470, loss_cls: 2.1379, loss: 2.1379, grad_norm: 2.4926 2020-10-07 22:42:05,863 - mmaction - INFO - Epoch [213][960/999] lr: 4.268e-02, eta: 12:06:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5069, top5_acc: 0.7379, loss_cls: 2.1876, loss: 2.1876, grad_norm: 2.5038 2020-10-07 22:42:25,811 - mmaction - INFO - Epoch [213][980/999] lr: 4.268e-02, eta: 12:05:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5167, top5_acc: 0.7464, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.4785 2020-10-07 22:43:35,724 - mmaction - INFO - Epoch [214][20/999] lr: 4.081e-02, eta: 12:05:17, time: 2.524, data_time: 1.503, memory: 8478, top1_acc: 0.5268, top5_acc: 0.7512, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.5070 2020-10-07 22:43:55,287 - mmaction - INFO - Epoch [214][40/999] lr: 4.081e-02, eta: 12:04:56, time: 0.979, data_time: 0.004, memory: 8478, top1_acc: 0.5346, top5_acc: 0.7526, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.5004 2020-10-07 22:44:15,073 - mmaction - INFO - Epoch [214][60/999] lr: 4.081e-02, eta: 12:04:36, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.5225, top5_acc: 0.7533, loss_cls: 2.0968, loss: 2.0968, grad_norm: 2.4800 2020-10-07 22:44:35,136 - mmaction - INFO - Epoch [214][80/999] lr: 4.081e-02, eta: 12:04:15, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5271, top5_acc: 0.7574, loss_cls: 2.0933, loss: 2.0933, grad_norm: 2.5439 2020-10-07 22:44:55,119 - mmaction - INFO - Epoch [214][100/999] lr: 4.081e-02, eta: 12:03:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5197, top5_acc: 0.7546, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.5183 2020-10-07 22:45:15,149 - mmaction - INFO - Epoch [214][120/999] lr: 4.081e-02, eta: 12:03:34, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5305, top5_acc: 0.7500, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.4894 2020-10-07 22:45:35,110 - mmaction - INFO - Epoch [214][140/999] lr: 4.081e-02, eta: 12:03:13, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5172, top5_acc: 0.7483, loss_cls: 2.1121, loss: 2.1121, grad_norm: 2.5052 2020-10-07 22:45:55,233 - mmaction - INFO - Epoch [214][160/999] lr: 4.081e-02, eta: 12:02:53, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5417, top5_acc: 0.7603, loss_cls: 2.0561, loss: 2.0561, grad_norm: 2.4609 2020-10-07 22:46:15,303 - mmaction - INFO - Epoch [214][180/999] lr: 4.081e-02, eta: 12:02:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5289, top5_acc: 0.7513, loss_cls: 2.1086, loss: 2.1086, grad_norm: 2.5351 2020-10-07 22:46:35,315 - mmaction - INFO - Epoch [214][200/999] lr: 4.081e-02, eta: 12:02:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5303, top5_acc: 0.7638, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.4964 2020-10-07 22:46:55,279 - mmaction - INFO - Epoch [214][220/999] lr: 4.081e-02, eta: 12:01:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5212, top5_acc: 0.7501, loss_cls: 2.1043, loss: 2.1043, grad_norm: 2.5016 2020-10-07 22:47:15,187 - mmaction - INFO - Epoch [214][240/999] lr: 4.081e-02, eta: 12:01:30, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.5267, top5_acc: 0.7596, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.4928 2020-10-07 22:47:35,199 - mmaction - INFO - Epoch [214][260/999] lr: 4.081e-02, eta: 12:01:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.4759 2020-10-07 22:47:55,254 - mmaction - INFO - Epoch [214][280/999] lr: 4.081e-02, eta: 12:00:49, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5280, top5_acc: 0.7551, loss_cls: 2.0781, loss: 2.0781, grad_norm: 2.5062 2020-10-07 22:48:15,286 - mmaction - INFO - Epoch [214][300/999] lr: 4.081e-02, eta: 12:00:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5264, top5_acc: 0.7518, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.5145 2020-10-07 22:48:35,417 - mmaction - INFO - Epoch [214][320/999] lr: 4.081e-02, eta: 12:00:08, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5230, top5_acc: 0.7490, loss_cls: 2.1156, loss: 2.1156, grad_norm: 2.5244 2020-10-07 22:48:55,491 - mmaction - INFO - Epoch [214][340/999] lr: 4.081e-02, eta: 11:59:48, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0508, loss: 2.0508, grad_norm: 2.4602 2020-10-07 22:49:15,429 - mmaction - INFO - Epoch [214][360/999] lr: 4.081e-02, eta: 11:59:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5273, top5_acc: 0.7530, loss_cls: 2.0825, loss: 2.0825, grad_norm: 2.4903 2020-10-07 22:49:35,491 - mmaction - INFO - Epoch [214][380/999] lr: 4.081e-02, eta: 11:59:07, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5232, top5_acc: 0.7431, loss_cls: 2.1231, loss: 2.1231, grad_norm: 2.5169 2020-10-07 22:49:55,479 - mmaction - INFO - Epoch [214][400/999] lr: 4.081e-02, eta: 11:58:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5247, top5_acc: 0.7504, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.5156 2020-10-07 22:50:15,449 - mmaction - INFO - Epoch [214][420/999] lr: 4.081e-02, eta: 11:58:26, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5258, top5_acc: 0.7474, loss_cls: 2.1094, loss: 2.1094, grad_norm: 2.5412 2020-10-07 22:50:35,488 - mmaction - INFO - Epoch [214][440/999] lr: 4.081e-02, eta: 11:58:05, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5221, top5_acc: 0.7581, loss_cls: 2.0751, loss: 2.0751, grad_norm: 2.5229 2020-10-07 22:50:55,402 - mmaction - INFO - Epoch [214][460/999] lr: 4.081e-02, eta: 11:57:44, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.5199, top5_acc: 0.7444, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.5420 2020-10-07 22:51:15,329 - mmaction - INFO - Epoch [214][480/999] lr: 4.081e-02, eta: 11:57:24, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5241, top5_acc: 0.7535, loss_cls: 2.0703, loss: 2.0703, grad_norm: 2.5112 2020-10-07 22:51:35,301 - mmaction - INFO - Epoch [214][500/999] lr: 4.081e-02, eta: 11:57:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5302, top5_acc: 0.7622, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.5305 2020-10-07 22:51:55,282 - mmaction - INFO - Epoch [214][520/999] lr: 4.081e-02, eta: 11:56:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5214, top5_acc: 0.7440, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.4952 2020-10-07 22:52:15,285 - mmaction - INFO - Epoch [214][540/999] lr: 4.081e-02, eta: 11:56:22, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5230, top5_acc: 0.7516, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.5095 2020-10-07 22:52:35,340 - mmaction - INFO - Epoch [214][560/999] lr: 4.081e-02, eta: 11:56:01, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5288, top5_acc: 0.7530, loss_cls: 2.1013, loss: 2.1013, grad_norm: 2.5064 2020-10-07 22:52:55,376 - mmaction - INFO - Epoch [214][580/999] lr: 4.081e-02, eta: 11:55:41, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5182, top5_acc: 0.7480, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.4837 2020-10-07 22:53:15,447 - mmaction - INFO - Epoch [214][600/999] lr: 4.081e-02, eta: 11:55:20, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5257, top5_acc: 0.7478, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.5206 2020-10-07 22:53:35,479 - mmaction - INFO - Epoch [214][620/999] lr: 4.081e-02, eta: 11:55:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5296, top5_acc: 0.7559, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.5089 2020-10-07 22:53:55,501 - mmaction - INFO - Epoch [214][640/999] lr: 4.081e-02, eta: 11:54:39, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.5277, top5_acc: 0.7478, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.5067 2020-10-07 22:54:15,490 - mmaction - INFO - Epoch [214][660/999] lr: 4.081e-02, eta: 11:54:19, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5221, top5_acc: 0.7565, loss_cls: 2.0933, loss: 2.0933, grad_norm: 2.5412 2020-10-07 22:54:35,490 - mmaction - INFO - Epoch [214][680/999] lr: 4.081e-02, eta: 11:53:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5186, top5_acc: 0.7453, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.5386 2020-10-07 22:54:55,442 - mmaction - INFO - Epoch [214][700/999] lr: 4.081e-02, eta: 11:53:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5260, top5_acc: 0.7552, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.4829 2020-10-07 22:55:15,455 - mmaction - INFO - Epoch [214][720/999] lr: 4.081e-02, eta: 11:53:17, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5267, top5_acc: 0.7517, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.4956 2020-10-07 22:55:35,461 - mmaction - INFO - Epoch [214][740/999] lr: 4.081e-02, eta: 11:52:56, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5189, top5_acc: 0.7470, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.5454 2020-10-07 22:55:55,489 - mmaction - INFO - Epoch [214][760/999] lr: 4.081e-02, eta: 11:52:36, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.5357 2020-10-07 22:56:15,527 - mmaction - INFO - Epoch [214][780/999] lr: 4.081e-02, eta: 11:52:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5173, top5_acc: 0.7497, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.5114 2020-10-07 22:56:35,579 - mmaction - INFO - Epoch [214][800/999] lr: 4.081e-02, eta: 11:51:55, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5276, top5_acc: 0.7523, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.5016 2020-10-07 22:56:55,639 - mmaction - INFO - Epoch [214][820/999] lr: 4.081e-02, eta: 11:51:34, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5336, top5_acc: 0.7543, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.5570 2020-10-07 22:57:15,693 - mmaction - INFO - Epoch [214][840/999] lr: 4.081e-02, eta: 11:51:14, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5322, top5_acc: 0.7628, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.5179 2020-10-07 22:57:35,707 - mmaction - INFO - Epoch [214][860/999] lr: 4.081e-02, eta: 11:50:53, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5155, top5_acc: 0.7435, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.5910 2020-10-07 22:57:55,758 - mmaction - INFO - Epoch [214][880/999] lr: 4.081e-02, eta: 11:50:33, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5243, top5_acc: 0.7561, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.5289 2020-10-07 22:58:15,734 - mmaction - INFO - Epoch [214][900/999] lr: 4.081e-02, eta: 11:50:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5263, top5_acc: 0.7563, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.5300 2020-10-07 22:58:35,779 - mmaction - INFO - Epoch [214][920/999] lr: 4.081e-02, eta: 11:49:52, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5168, top5_acc: 0.7533, loss_cls: 2.1213, loss: 2.1213, grad_norm: 2.5482 2020-10-07 22:58:55,823 - mmaction - INFO - Epoch [214][940/999] lr: 4.081e-02, eta: 11:49:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5285, top5_acc: 0.7495, loss_cls: 2.0915, loss: 2.0915, grad_norm: 2.4878 2020-10-07 22:59:15,894 - mmaction - INFO - Epoch [214][960/999] lr: 4.081e-02, eta: 11:49:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5379, top5_acc: 0.7577, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.4751 2020-10-07 22:59:35,923 - mmaction - INFO - Epoch [214][980/999] lr: 4.081e-02, eta: 11:48:50, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5271, top5_acc: 0.7540, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.5386 2020-10-07 23:00:52,441 - mmaction - INFO - Epoch [215][20/999] lr: 3.897e-02, eta: 11:48:30, time: 2.865, data_time: 1.868, memory: 8478, top1_acc: 0.5223, top5_acc: 0.7521, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.5582 2020-10-07 23:01:12,095 - mmaction - INFO - Epoch [215][40/999] lr: 3.897e-02, eta: 11:48:09, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.5276, top5_acc: 0.7544, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.4915 2020-10-07 23:01:31,760 - mmaction - INFO - Epoch [215][60/999] lr: 3.897e-02, eta: 11:47:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.5283, top5_acc: 0.7548, loss_cls: 2.0932, loss: 2.0932, grad_norm: 2.5483 2020-10-07 23:01:51,719 - mmaction - INFO - Epoch [215][80/999] lr: 3.897e-02, eta: 11:47:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5310, top5_acc: 0.7540, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.5199 2020-10-07 23:02:11,734 - mmaction - INFO - Epoch [215][100/999] lr: 3.897e-02, eta: 11:47:07, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5305, top5_acc: 0.7535, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.5639 2020-10-07 23:02:31,750 - mmaction - INFO - Epoch [215][120/999] lr: 3.897e-02, eta: 11:46:47, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5302, top5_acc: 0.7553, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.5642 2020-10-07 23:02:51,822 - mmaction - INFO - Epoch [215][140/999] lr: 3.897e-02, eta: 11:46:26, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5223, top5_acc: 0.7539, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.5325 2020-10-07 23:03:11,858 - mmaction - INFO - Epoch [215][160/999] lr: 3.897e-02, eta: 11:46:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5315, top5_acc: 0.7538, loss_cls: 2.0712, loss: 2.0712, grad_norm: 2.5305 2020-10-07 23:03:31,944 - mmaction - INFO - Epoch [215][180/999] lr: 3.897e-02, eta: 11:45:45, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5328, top5_acc: 0.7581, loss_cls: 2.0611, loss: 2.0611, grad_norm: 2.4909 2020-10-07 23:03:51,899 - mmaction - INFO - Epoch [215][200/999] lr: 3.897e-02, eta: 11:45:25, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5331, top5_acc: 0.7576, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.4905 2020-10-07 23:04:12,039 - mmaction - INFO - Epoch [215][220/999] lr: 3.897e-02, eta: 11:45:04, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5313, top5_acc: 0.7534, loss_cls: 2.0613, loss: 2.0613, grad_norm: 2.4972 2020-10-07 23:04:31,970 - mmaction - INFO - Epoch [215][240/999] lr: 3.897e-02, eta: 11:44:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5253, top5_acc: 0.7529, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.5454 2020-10-07 23:04:51,972 - mmaction - INFO - Epoch [215][260/999] lr: 3.897e-02, eta: 11:44:23, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5250, top5_acc: 0.7572, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.5202 2020-10-07 23:05:11,938 - mmaction - INFO - Epoch [215][280/999] lr: 3.897e-02, eta: 11:44:02, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5262, top5_acc: 0.7544, loss_cls: 2.0814, loss: 2.0814, grad_norm: 2.5496 2020-10-07 23:05:32,022 - mmaction - INFO - Epoch [215][300/999] lr: 3.897e-02, eta: 11:43:42, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5383, top5_acc: 0.7603, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.5136 2020-10-07 23:05:52,076 - mmaction - INFO - Epoch [215][320/999] lr: 3.897e-02, eta: 11:43:21, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5217, top5_acc: 0.7457, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.5340 2020-10-07 23:06:12,163 - mmaction - INFO - Epoch [215][340/999] lr: 3.897e-02, eta: 11:43:01, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5333, top5_acc: 0.7547, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.5319 2020-10-07 23:06:32,082 - mmaction - INFO - Epoch [215][360/999] lr: 3.897e-02, eta: 11:42:40, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5286, top5_acc: 0.7568, loss_cls: 2.0732, loss: 2.0732, grad_norm: 2.5613 2020-10-07 23:06:52,117 - mmaction - INFO - Epoch [215][380/999] lr: 3.897e-02, eta: 11:42:20, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5203, top5_acc: 0.7542, loss_cls: 2.1133, loss: 2.1133, grad_norm: 2.5458 2020-10-07 23:07:12,108 - mmaction - INFO - Epoch [215][400/999] lr: 3.897e-02, eta: 11:41:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5348, top5_acc: 0.7534, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.5686 2020-10-07 23:07:32,064 - mmaction - INFO - Epoch [215][420/999] lr: 3.897e-02, eta: 11:41:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5367, top5_acc: 0.7518, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.5124 2020-10-07 23:07:52,132 - mmaction - INFO - Epoch [215][440/999] lr: 3.897e-02, eta: 11:41:18, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5228, top5_acc: 0.7552, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.5762 2020-10-07 23:08:12,072 - mmaction - INFO - Epoch [215][460/999] lr: 3.897e-02, eta: 11:40:58, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5324, top5_acc: 0.7596, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.5325 2020-10-07 23:08:32,177 - mmaction - INFO - Epoch [215][480/999] lr: 3.897e-02, eta: 11:40:37, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5299, top5_acc: 0.7543, loss_cls: 2.0717, loss: 2.0717, grad_norm: 2.5416 2020-10-07 23:08:52,099 - mmaction - INFO - Epoch [215][500/999] lr: 3.897e-02, eta: 11:40:16, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5367, top5_acc: 0.7538, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.5255 2020-10-07 23:09:11,978 - mmaction - INFO - Epoch [215][520/999] lr: 3.897e-02, eta: 11:39:56, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.5253, top5_acc: 0.7500, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.5312 2020-10-07 23:09:32,008 - mmaction - INFO - Epoch [215][540/999] lr: 3.897e-02, eta: 11:39:35, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5324, top5_acc: 0.7655, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.5541 2020-10-07 23:09:52,111 - mmaction - INFO - Epoch [215][560/999] lr: 3.897e-02, eta: 11:39:15, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5310, top5_acc: 0.7470, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.6284 2020-10-07 23:10:12,082 - mmaction - INFO - Epoch [215][580/999] lr: 3.897e-02, eta: 11:38:54, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5328, top5_acc: 0.7577, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.5609 2020-10-07 23:10:32,029 - mmaction - INFO - Epoch [215][600/999] lr: 3.897e-02, eta: 11:38:34, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5165, top5_acc: 0.7475, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.5653 2020-10-07 23:10:52,063 - mmaction - INFO - Epoch [215][620/999] lr: 3.897e-02, eta: 11:38:13, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5385, top5_acc: 0.7612, loss_cls: 2.0399, loss: 2.0399, grad_norm: 2.5121 2020-10-07 23:11:12,111 - mmaction - INFO - Epoch [215][640/999] lr: 3.897e-02, eta: 11:37:53, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5250, top5_acc: 0.7569, loss_cls: 2.0755, loss: 2.0755, grad_norm: 2.5644 2020-10-07 23:11:32,176 - mmaction - INFO - Epoch [215][660/999] lr: 3.897e-02, eta: 11:37:32, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5262, top5_acc: 0.7538, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.5489 2020-10-07 23:11:52,148 - mmaction - INFO - Epoch [215][680/999] lr: 3.897e-02, eta: 11:37:11, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5318, top5_acc: 0.7561, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.5324 2020-10-07 23:12:12,159 - mmaction - INFO - Epoch [215][700/999] lr: 3.897e-02, eta: 11:36:51, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5306, top5_acc: 0.7599, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.5215 2020-10-07 23:12:32,171 - mmaction - INFO - Epoch [215][720/999] lr: 3.897e-02, eta: 11:36:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5354, top5_acc: 0.7509, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.5477 2020-10-07 23:12:52,184 - mmaction - INFO - Epoch [215][740/999] lr: 3.897e-02, eta: 11:36:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5303, top5_acc: 0.7564, loss_cls: 2.0786, loss: 2.0786, grad_norm: 2.5848 2020-10-07 23:13:12,188 - mmaction - INFO - Epoch [215][760/999] lr: 3.897e-02, eta: 11:35:49, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5345, top5_acc: 0.7548, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.5398 2020-10-07 23:13:32,062 - mmaction - INFO - Epoch [215][780/999] lr: 3.897e-02, eta: 11:35:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5371, top5_acc: 0.7712, loss_cls: 2.0160, loss: 2.0160, grad_norm: 2.5233 2020-10-07 23:13:51,985 - mmaction - INFO - Epoch [215][800/999] lr: 3.897e-02, eta: 11:35:08, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5350, top5_acc: 0.7572, loss_cls: 2.0613, loss: 2.0613, grad_norm: 2.5285 2020-10-07 23:14:11,950 - mmaction - INFO - Epoch [215][820/999] lr: 3.897e-02, eta: 11:34:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5263, top5_acc: 0.7531, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.5309 2020-10-07 23:14:31,923 - mmaction - INFO - Epoch [215][840/999] lr: 3.897e-02, eta: 11:34:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5217, top5_acc: 0.7505, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.5885 2020-10-07 23:14:52,003 - mmaction - INFO - Epoch [215][860/999] lr: 3.897e-02, eta: 11:34:06, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5311, top5_acc: 0.7589, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.5216 2020-10-07 23:15:12,034 - mmaction - INFO - Epoch [215][880/999] lr: 3.897e-02, eta: 11:33:46, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.5563 2020-10-07 23:15:32,053 - mmaction - INFO - Epoch [215][900/999] lr: 3.897e-02, eta: 11:33:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5241, top5_acc: 0.7490, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.5654 2020-10-07 23:15:52,067 - mmaction - INFO - Epoch [215][920/999] lr: 3.897e-02, eta: 11:33:05, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5307, top5_acc: 0.7574, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.5805 2020-10-07 23:16:12,064 - mmaction - INFO - Epoch [215][940/999] lr: 3.897e-02, eta: 11:32:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5327, top5_acc: 0.7529, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.5383 2020-10-07 23:16:32,167 - mmaction - INFO - Epoch [215][960/999] lr: 3.897e-02, eta: 11:32:24, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5427, top5_acc: 0.7633, loss_cls: 2.0155, loss: 2.0155, grad_norm: 2.5739 2020-10-07 23:16:52,113 - mmaction - INFO - Epoch [215][980/999] lr: 3.897e-02, eta: 11:32:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5259, top5_acc: 0.7560, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.5617 2020-10-07 23:18:01,549 - mmaction - INFO - Epoch [216][20/999] lr: 3.718e-02, eta: 11:31:34, time: 2.486, data_time: 1.473, memory: 8478, top1_acc: 0.5397, top5_acc: 0.7599, loss_cls: 2.0251, loss: 2.0251, grad_norm: 2.5516 2020-10-07 23:18:21,130 - mmaction - INFO - Epoch [216][40/999] lr: 3.718e-02, eta: 11:31:13, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.5332, top5_acc: 0.7520, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.6107 2020-10-07 23:18:41,008 - mmaction - INFO - Epoch [216][60/999] lr: 3.718e-02, eta: 11:30:53, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.5406, top5_acc: 0.7620, loss_cls: 2.0248, loss: 2.0248, grad_norm: 2.5729 2020-10-07 23:19:01,020 - mmaction - INFO - Epoch [216][80/999] lr: 3.718e-02, eta: 11:30:32, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5346, top5_acc: 0.7582, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.5767 2020-10-07 23:19:21,141 - mmaction - INFO - Epoch [216][100/999] lr: 3.718e-02, eta: 11:30:12, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5451, top5_acc: 0.7681, loss_cls: 2.0010, loss: 2.0010, grad_norm: 2.5266 2020-10-07 23:19:41,165 - mmaction - INFO - Epoch [216][120/999] lr: 3.718e-02, eta: 11:29:51, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.5268, top5_acc: 0.7563, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.5591 2020-10-07 23:20:01,126 - mmaction - INFO - Epoch [216][140/999] lr: 3.718e-02, eta: 11:29:31, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5329, top5_acc: 0.7656, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.5948 2020-10-07 23:20:21,131 - mmaction - INFO - Epoch [216][160/999] lr: 3.718e-02, eta: 11:29:10, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5441, top5_acc: 0.7651, loss_cls: 2.0143, loss: 2.0143, grad_norm: 2.5911 2020-10-07 23:20:41,119 - mmaction - INFO - Epoch [216][180/999] lr: 3.718e-02, eta: 11:28:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5344, top5_acc: 0.7487, loss_cls: 2.0658, loss: 2.0658, grad_norm: 2.5955 2020-10-07 23:21:01,161 - mmaction - INFO - Epoch [216][200/999] lr: 3.718e-02, eta: 11:28:29, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5337, top5_acc: 0.7574, loss_cls: 2.0580, loss: 2.0580, grad_norm: 2.5572 2020-10-07 23:21:21,253 - mmaction - INFO - Epoch [216][220/999] lr: 3.718e-02, eta: 11:28:09, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5336, top5_acc: 0.7573, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.5435 2020-10-07 23:21:41,173 - mmaction - INFO - Epoch [216][240/999] lr: 3.718e-02, eta: 11:27:48, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5292, top5_acc: 0.7586, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.5793 2020-10-07 23:22:01,236 - mmaction - INFO - Epoch [216][260/999] lr: 3.718e-02, eta: 11:27:27, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5342, top5_acc: 0.7635, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.5509 2020-10-07 23:22:21,302 - mmaction - INFO - Epoch [216][280/999] lr: 3.718e-02, eta: 11:27:07, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5462, top5_acc: 0.7634, loss_cls: 2.0020, loss: 2.0020, grad_norm: 2.5213 2020-10-07 23:22:41,318 - mmaction - INFO - Epoch [216][300/999] lr: 3.718e-02, eta: 11:26:46, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5277, top5_acc: 0.7551, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.5782 2020-10-07 23:23:01,320 - mmaction - INFO - Epoch [216][320/999] lr: 3.718e-02, eta: 11:26:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5404, top5_acc: 0.7590, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.5441 2020-10-07 23:23:21,360 - mmaction - INFO - Epoch [216][340/999] lr: 3.718e-02, eta: 11:26:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5298, top5_acc: 0.7514, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.5705 2020-10-07 23:23:41,334 - mmaction - INFO - Epoch [216][360/999] lr: 3.718e-02, eta: 11:25:45, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5255, top5_acc: 0.7568, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.5845 2020-10-07 23:24:01,242 - mmaction - INFO - Epoch [216][380/999] lr: 3.718e-02, eta: 11:25:24, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.5310, top5_acc: 0.7611, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.5766 2020-10-07 23:24:21,255 - mmaction - INFO - Epoch [216][400/999] lr: 3.718e-02, eta: 11:25:04, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5354, top5_acc: 0.7611, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.5661 2020-10-07 23:24:41,343 - mmaction - INFO - Epoch [216][420/999] lr: 3.718e-02, eta: 11:24:43, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5367, top5_acc: 0.7561, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.5925 2020-10-07 23:25:01,446 - mmaction - INFO - Epoch [216][440/999] lr: 3.718e-02, eta: 11:24:23, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5253, top5_acc: 0.7478, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.5535 2020-10-07 23:25:21,379 - mmaction - INFO - Epoch [216][460/999] lr: 3.718e-02, eta: 11:24:02, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5306, top5_acc: 0.7622, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.5986 2020-10-07 23:25:41,366 - mmaction - INFO - Epoch [216][480/999] lr: 3.718e-02, eta: 11:23:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5243, top5_acc: 0.7599, loss_cls: 2.0703, loss: 2.0703, grad_norm: 2.5964 2020-10-07 23:26:01,500 - mmaction - INFO - Epoch [216][500/999] lr: 3.718e-02, eta: 11:23:21, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5410, top5_acc: 0.7617, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.5818 2020-10-07 23:26:21,560 - mmaction - INFO - Epoch [216][520/999] lr: 3.718e-02, eta: 11:23:01, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5307, top5_acc: 0.7604, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.5754 2020-10-07 23:26:41,512 - mmaction - INFO - Epoch [216][540/999] lr: 3.718e-02, eta: 11:22:40, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5296, top5_acc: 0.7625, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.5694 2020-10-07 23:27:01,595 - mmaction - INFO - Epoch [216][560/999] lr: 3.718e-02, eta: 11:22:20, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5289, top5_acc: 0.7629, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.6234 2020-10-07 23:27:21,710 - mmaction - INFO - Epoch [216][580/999] lr: 3.718e-02, eta: 11:21:59, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5363, top5_acc: 0.7577, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.5751 2020-10-07 23:27:41,649 - mmaction - INFO - Epoch [216][600/999] lr: 3.718e-02, eta: 11:21:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5353, top5_acc: 0.7581, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.5705 2020-10-07 23:28:01,655 - mmaction - INFO - Epoch [216][620/999] lr: 3.718e-02, eta: 11:21:18, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5215, top5_acc: 0.7484, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.6232 2020-10-07 23:28:21,709 - mmaction - INFO - Epoch [216][640/999] lr: 3.718e-02, eta: 11:20:58, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5345, top5_acc: 0.7557, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.5999 2020-10-07 23:28:41,616 - mmaction - INFO - Epoch [216][660/999] lr: 3.718e-02, eta: 11:20:37, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.5289, top5_acc: 0.7581, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.6124 2020-10-07 23:29:01,627 - mmaction - INFO - Epoch [216][680/999] lr: 3.718e-02, eta: 11:20:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5191, top5_acc: 0.7491, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.6374 2020-10-07 23:29:21,743 - mmaction - INFO - Epoch [216][700/999] lr: 3.718e-02, eta: 11:19:56, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5409, top5_acc: 0.7652, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.5817 2020-10-07 23:29:41,814 - mmaction - INFO - Epoch [216][720/999] lr: 3.718e-02, eta: 11:19:35, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5254, top5_acc: 0.7591, loss_cls: 2.0814, loss: 2.0814, grad_norm: 2.6097 2020-10-07 23:30:01,870 - mmaction - INFO - Epoch [216][740/999] lr: 3.718e-02, eta: 11:19:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5421, top5_acc: 0.7656, loss_cls: 2.0097, loss: 2.0097, grad_norm: 2.5603 2020-10-07 23:30:22,704 - mmaction - INFO - Epoch [216][760/999] lr: 3.718e-02, eta: 11:18:55, time: 1.041, data_time: 0.002, memory: 8478, top1_acc: 0.5202, top5_acc: 0.7456, loss_cls: 2.1031, loss: 2.1031, grad_norm: 2.6067 2020-10-07 23:30:42,761 - mmaction - INFO - Epoch [216][780/999] lr: 3.718e-02, eta: 11:18:35, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5354, top5_acc: 0.7551, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.5506 2020-10-07 23:31:02,740 - mmaction - INFO - Epoch [216][800/999] lr: 3.718e-02, eta: 11:18:14, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5225, top5_acc: 0.7560, loss_cls: 2.0848, loss: 2.0848, grad_norm: 2.6092 2020-10-07 23:31:22,733 - mmaction - INFO - Epoch [216][820/999] lr: 3.718e-02, eta: 11:17:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5268, top5_acc: 0.7457, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.5859 2020-10-07 23:31:42,826 - mmaction - INFO - Epoch [216][840/999] lr: 3.718e-02, eta: 11:17:33, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5280, top5_acc: 0.7499, loss_cls: 2.0808, loss: 2.0808, grad_norm: 2.5481 2020-10-07 23:32:02,961 - mmaction - INFO - Epoch [216][860/999] lr: 3.718e-02, eta: 11:17:13, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5297, top5_acc: 0.7527, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.5791 2020-10-07 23:32:22,903 - mmaction - INFO - Epoch [216][880/999] lr: 3.718e-02, eta: 11:16:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5279, top5_acc: 0.7617, loss_cls: 2.0613, loss: 2.0613, grad_norm: 2.6156 2020-10-07 23:32:42,938 - mmaction - INFO - Epoch [216][900/999] lr: 3.718e-02, eta: 11:16:32, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5371, top5_acc: 0.7602, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.5955 2020-10-07 23:33:03,028 - mmaction - INFO - Epoch [216][920/999] lr: 3.718e-02, eta: 11:16:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5267, top5_acc: 0.7483, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.6073 2020-10-07 23:33:23,127 - mmaction - INFO - Epoch [216][940/999] lr: 3.718e-02, eta: 11:15:51, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5189, top5_acc: 0.7521, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.5975 2020-10-07 23:33:43,278 - mmaction - INFO - Epoch [216][960/999] lr: 3.718e-02, eta: 11:15:31, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.5350, top5_acc: 0.7556, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.6196 2020-10-07 23:34:03,289 - mmaction - INFO - Epoch [216][980/999] lr: 3.718e-02, eta: 11:15:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5395, top5_acc: 0.7583, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.5393 2020-10-07 23:34:22,636 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-10-07 23:35:35,536 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 23:35:37,105 - mmaction - INFO - top1_acc 0.6338 top5_acc 0.8575 2020-10-07 23:35:37,105 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 23:35:37,195 - mmaction - INFO - mean_acc 0.6326 2020-10-07 23:35:37,196 - mmaction - INFO - Now best checkpoint is epoch_216.pth 2020-10-07 23:35:37,233 - mmaction - INFO - Epoch(val) [216][999] top1_acc: 0.6338, top5_acc: 0.8575, mean_class_accuracy: 0.6326 2020-10-07 23:36:23,672 - mmaction - INFO - Epoch [217][20/999] lr: 3.542e-02, eta: 11:14:37, time: 2.319, data_time: 1.219, memory: 8478, top1_acc: 0.5409, top5_acc: 0.7622, loss_cls: 2.0350, loss: 2.0350, grad_norm: 2.5563 2020-10-07 23:36:43,260 - mmaction - INFO - Epoch [217][40/999] lr: 3.542e-02, eta: 11:14:16, time: 0.979, data_time: 0.003, memory: 8478, top1_acc: 0.5461, top5_acc: 0.7661, loss_cls: 1.9988, loss: 1.9988, grad_norm: 2.5518 2020-10-07 23:37:02,954 - mmaction - INFO - Epoch [217][60/999] lr: 3.542e-02, eta: 11:13:56, time: 0.985, data_time: 0.004, memory: 8478, top1_acc: 0.5461, top5_acc: 0.7682, loss_cls: 1.9843, loss: 1.9843, grad_norm: 2.5564 2020-10-07 23:37:22,788 - mmaction - INFO - Epoch [217][80/999] lr: 3.542e-02, eta: 11:13:35, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.5392, top5_acc: 0.7604, loss_cls: 2.0316, loss: 2.0316, grad_norm: 2.6049 2020-10-07 23:37:42,738 - mmaction - INFO - Epoch [217][100/999] lr: 3.542e-02, eta: 11:13:14, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5353, top5_acc: 0.7544, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.5921 2020-10-07 23:38:02,700 - mmaction - INFO - Epoch [217][120/999] lr: 3.542e-02, eta: 11:12:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5277, top5_acc: 0.7602, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.5997 2020-10-07 23:38:22,622 - mmaction - INFO - Epoch [217][140/999] lr: 3.542e-02, eta: 11:12:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5419, top5_acc: 0.7645, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.6045 2020-10-07 23:38:42,605 - mmaction - INFO - Epoch [217][160/999] lr: 3.542e-02, eta: 11:12:13, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5419, top5_acc: 0.7583, loss_cls: 2.0531, loss: 2.0531, grad_norm: 2.5916 2020-10-07 23:39:02,621 - mmaction - INFO - Epoch [217][180/999] lr: 3.542e-02, eta: 11:11:52, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5362, top5_acc: 0.7570, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.6243 2020-10-07 23:39:22,647 - mmaction - INFO - Epoch [217][200/999] lr: 3.542e-02, eta: 11:11:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5335, top5_acc: 0.7651, loss_cls: 2.0322, loss: 2.0322, grad_norm: 2.6001 2020-10-07 23:39:42,741 - mmaction - INFO - Epoch [217][220/999] lr: 3.542e-02, eta: 11:11:11, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5305, top5_acc: 0.7568, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.6075 2020-10-07 23:40:02,895 - mmaction - INFO - Epoch [217][240/999] lr: 3.542e-02, eta: 11:10:51, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5315, top5_acc: 0.7538, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.6191 2020-10-07 23:40:22,929 - mmaction - INFO - Epoch [217][260/999] lr: 3.542e-02, eta: 11:10:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5333, top5_acc: 0.7628, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.6150 2020-10-07 23:40:43,050 - mmaction - INFO - Epoch [217][280/999] lr: 3.542e-02, eta: 11:10:10, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5445, top5_acc: 0.7686, loss_cls: 2.0057, loss: 2.0057, grad_norm: 2.5969 2020-10-07 23:41:03,056 - mmaction - INFO - Epoch [217][300/999] lr: 3.542e-02, eta: 11:09:49, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5464, top5_acc: 0.7678, loss_cls: 1.9922, loss: 1.9922, grad_norm: 2.5943 2020-10-07 23:41:23,083 - mmaction - INFO - Epoch [217][320/999] lr: 3.542e-02, eta: 11:09:29, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5385, top5_acc: 0.7660, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.5844 2020-10-07 23:41:43,054 - mmaction - INFO - Epoch [217][340/999] lr: 3.542e-02, eta: 11:09:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5319, top5_acc: 0.7645, loss_cls: 2.0396, loss: 2.0396, grad_norm: 2.5885 2020-10-07 23:42:03,054 - mmaction - INFO - Epoch [217][360/999] lr: 3.542e-02, eta: 11:08:48, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5401, top5_acc: 0.7625, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.6045 2020-10-07 23:42:23,138 - mmaction - INFO - Epoch [217][380/999] lr: 3.542e-02, eta: 11:08:27, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5383, top5_acc: 0.7605, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.5770 2020-10-07 23:42:43,253 - mmaction - INFO - Epoch [217][400/999] lr: 3.542e-02, eta: 11:08:07, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5382, top5_acc: 0.7625, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.6291 2020-10-07 23:43:03,250 - mmaction - INFO - Epoch [217][420/999] lr: 3.542e-02, eta: 11:07:46, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.5361, top5_acc: 0.7604, loss_cls: 2.0388, loss: 2.0388, grad_norm: 2.6368 2020-10-07 23:43:23,224 - mmaction - INFO - Epoch [217][440/999] lr: 3.542e-02, eta: 11:07:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5316, top5_acc: 0.7629, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.6603 2020-10-07 23:43:43,202 - mmaction - INFO - Epoch [217][460/999] lr: 3.542e-02, eta: 11:07:05, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5337, top5_acc: 0.7561, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.6284 2020-10-07 23:44:03,268 - mmaction - INFO - Epoch [217][480/999] lr: 3.542e-02, eta: 11:06:45, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.5361, top5_acc: 0.7527, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.6181 2020-10-07 23:44:23,300 - mmaction - INFO - Epoch [217][500/999] lr: 3.542e-02, eta: 11:06:24, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5400, top5_acc: 0.7665, loss_cls: 2.0191, loss: 2.0191, grad_norm: 2.5733 2020-10-07 23:44:43,330 - mmaction - INFO - Epoch [217][520/999] lr: 3.542e-02, eta: 11:06:04, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5303, top5_acc: 0.7581, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.6299 2020-10-07 23:45:03,357 - mmaction - INFO - Epoch [217][540/999] lr: 3.542e-02, eta: 11:05:43, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5285, top5_acc: 0.7539, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.6446 2020-10-07 23:45:23,429 - mmaction - INFO - Epoch [217][560/999] lr: 3.542e-02, eta: 11:05:23, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5383, top5_acc: 0.7553, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.6447 2020-10-07 23:45:43,412 - mmaction - INFO - Epoch [217][580/999] lr: 3.542e-02, eta: 11:05:02, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5401, top5_acc: 0.7591, loss_cls: 2.0306, loss: 2.0306, grad_norm: 2.5864 2020-10-07 23:46:03,449 - mmaction - INFO - Epoch [217][600/999] lr: 3.542e-02, eta: 11:04:42, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5354, top5_acc: 0.7594, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.6212 2020-10-07 23:46:23,510 - mmaction - INFO - Epoch [217][620/999] lr: 3.542e-02, eta: 11:04:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5335, top5_acc: 0.7561, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.6269 2020-10-07 23:46:43,464 - mmaction - INFO - Epoch [217][640/999] lr: 3.542e-02, eta: 11:04:01, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5441, top5_acc: 0.7642, loss_cls: 2.0125, loss: 2.0125, grad_norm: 2.5705 2020-10-07 23:47:03,475 - mmaction - INFO - Epoch [217][660/999] lr: 3.542e-02, eta: 11:03:40, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5342, top5_acc: 0.7585, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.6037 2020-10-07 23:47:23,335 - mmaction - INFO - Epoch [217][680/999] lr: 3.542e-02, eta: 11:03:20, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.5342, top5_acc: 0.7621, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.6314 2020-10-07 23:47:43,358 - mmaction - INFO - Epoch [217][700/999] lr: 3.542e-02, eta: 11:02:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5322, top5_acc: 0.7490, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.6141 2020-10-07 23:48:03,300 - mmaction - INFO - Epoch [217][720/999] lr: 3.542e-02, eta: 11:02:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5247, top5_acc: 0.7508, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.6058 2020-10-07 23:48:23,268 - mmaction - INFO - Epoch [217][740/999] lr: 3.542e-02, eta: 11:02:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5328, top5_acc: 0.7566, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.6333 2020-10-07 23:48:43,377 - mmaction - INFO - Epoch [217][760/999] lr: 3.542e-02, eta: 11:01:58, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5382, top5_acc: 0.7685, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.6143 2020-10-07 23:49:03,463 - mmaction - INFO - Epoch [217][780/999] lr: 3.542e-02, eta: 11:01:37, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5372, top5_acc: 0.7628, loss_cls: 2.0344, loss: 2.0344, grad_norm: 2.6066 2020-10-07 23:49:23,512 - mmaction - INFO - Epoch [217][800/999] lr: 3.542e-02, eta: 11:01:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5423, top5_acc: 0.7608, loss_cls: 2.0178, loss: 2.0178, grad_norm: 2.6186 2020-10-07 23:49:43,546 - mmaction - INFO - Epoch [217][820/999] lr: 3.542e-02, eta: 11:00:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5280, top5_acc: 0.7549, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.6513 2020-10-07 23:50:03,559 - mmaction - INFO - Epoch [217][840/999] lr: 3.542e-02, eta: 11:00:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.6094 2020-10-07 23:50:23,555 - mmaction - INFO - Epoch [217][860/999] lr: 3.542e-02, eta: 11:00:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 2.0159, loss: 2.0159, grad_norm: 2.6090 2020-10-07 23:50:43,689 - mmaction - INFO - Epoch [217][880/999] lr: 3.542e-02, eta: 10:59:55, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5376, top5_acc: 0.7622, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.6152 2020-10-07 23:51:03,742 - mmaction - INFO - Epoch [217][900/999] lr: 3.542e-02, eta: 10:59:34, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5361, top5_acc: 0.7642, loss_cls: 2.0259, loss: 2.0259, grad_norm: 2.6066 2020-10-07 23:51:23,714 - mmaction - INFO - Epoch [217][920/999] lr: 3.542e-02, eta: 10:59:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5336, top5_acc: 0.7605, loss_cls: 2.0609, loss: 2.0609, grad_norm: 2.6030 2020-10-07 23:51:43,813 - mmaction - INFO - Epoch [217][940/999] lr: 3.542e-02, eta: 10:58:53, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5371, top5_acc: 0.7613, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.6027 2020-10-07 23:52:03,822 - mmaction - INFO - Epoch [217][960/999] lr: 3.542e-02, eta: 10:58:33, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5359, top5_acc: 0.7599, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.6045 2020-10-07 23:52:23,922 - mmaction - INFO - Epoch [217][980/999] lr: 3.542e-02, eta: 10:58:12, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.6123 2020-10-07 23:53:32,478 - mmaction - INFO - Epoch [218][20/999] lr: 3.371e-02, eta: 10:57:42, time: 2.472, data_time: 1.457, memory: 8478, top1_acc: 0.5359, top5_acc: 0.7598, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.6029 2020-10-07 23:53:52,130 - mmaction - INFO - Epoch [218][40/999] lr: 3.371e-02, eta: 10:57:21, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.5470, top5_acc: 0.7647, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.6301 2020-10-07 23:54:11,945 - mmaction - INFO - Epoch [218][60/999] lr: 3.371e-02, eta: 10:57:01, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.5383, top5_acc: 0.7553, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.6313 2020-10-07 23:54:31,913 - mmaction - INFO - Epoch [218][80/999] lr: 3.371e-02, eta: 10:56:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5345, top5_acc: 0.7603, loss_cls: 2.0517, loss: 2.0517, grad_norm: 2.6254 2020-10-07 23:54:51,986 - mmaction - INFO - Epoch [218][100/999] lr: 3.371e-02, eta: 10:56:20, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5417, top5_acc: 0.7682, loss_cls: 2.0009, loss: 2.0009, grad_norm: 2.6544 2020-10-07 23:55:12,060 - mmaction - INFO - Epoch [218][120/999] lr: 3.371e-02, eta: 10:55:59, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5363, top5_acc: 0.7577, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.6238 2020-10-07 23:55:32,099 - mmaction - INFO - Epoch [218][140/999] lr: 3.371e-02, eta: 10:55:39, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5462, top5_acc: 0.7641, loss_cls: 1.9865, loss: 1.9865, grad_norm: 2.6185 2020-10-07 23:55:52,080 - mmaction - INFO - Epoch [218][160/999] lr: 3.371e-02, eta: 10:55:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5301, top5_acc: 0.7542, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.6673 2020-10-07 23:56:12,106 - mmaction - INFO - Epoch [218][180/999] lr: 3.371e-02, eta: 10:54:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5440, top5_acc: 0.7691, loss_cls: 2.0009, loss: 2.0009, grad_norm: 2.6669 2020-10-07 23:56:32,131 - mmaction - INFO - Epoch [218][200/999] lr: 3.371e-02, eta: 10:54:37, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5490, top5_acc: 0.7721, loss_cls: 1.9854, loss: 1.9854, grad_norm: 2.6356 2020-10-07 23:56:52,161 - mmaction - INFO - Epoch [218][220/999] lr: 3.371e-02, eta: 10:54:17, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5410, top5_acc: 0.7671, loss_cls: 2.0130, loss: 2.0130, grad_norm: 2.6923 2020-10-07 23:57:12,164 - mmaction - INFO - Epoch [218][240/999] lr: 3.371e-02, eta: 10:53:56, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5454, top5_acc: 0.7680, loss_cls: 1.9826, loss: 1.9826, grad_norm: 2.6322 2020-10-07 23:57:32,234 - mmaction - INFO - Epoch [218][260/999] lr: 3.371e-02, eta: 10:53:36, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5454, top5_acc: 0.7673, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.6663 2020-10-07 23:57:52,210 - mmaction - INFO - Epoch [218][280/999] lr: 3.371e-02, eta: 10:53:15, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5398, top5_acc: 0.7629, loss_cls: 2.0055, loss: 2.0055, grad_norm: 2.6332 2020-10-07 23:58:12,369 - mmaction - INFO - Epoch [218][300/999] lr: 3.371e-02, eta: 10:52:55, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.5430, top5_acc: 0.7658, loss_cls: 1.9984, loss: 1.9984, grad_norm: 2.6227 2020-10-07 23:58:32,438 - mmaction - INFO - Epoch [218][320/999] lr: 3.371e-02, eta: 10:52:34, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5374, top5_acc: 0.7658, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.6390 2020-10-07 23:58:52,490 - mmaction - INFO - Epoch [218][340/999] lr: 3.371e-02, eta: 10:52:14, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 2.0073, loss: 2.0073, grad_norm: 2.6458 2020-10-07 23:59:12,480 - mmaction - INFO - Epoch [218][360/999] lr: 3.371e-02, eta: 10:51:53, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5396, top5_acc: 0.7611, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.6267 2020-10-07 23:59:32,454 - mmaction - INFO - Epoch [218][380/999] lr: 3.371e-02, eta: 10:51:33, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5456, top5_acc: 0.7681, loss_cls: 2.0140, loss: 2.0140, grad_norm: 2.6586 2020-10-07 23:59:52,471 - mmaction - INFO - Epoch [218][400/999] lr: 3.371e-02, eta: 10:51:12, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5480, top5_acc: 0.7688, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.6150 2020-10-08 00:00:14,667 - mmaction - INFO - Epoch [218][420/999] lr: 3.371e-02, eta: 10:50:54, time: 1.110, data_time: 0.002, memory: 8478, top1_acc: 0.5464, top5_acc: 0.7693, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.6116 2020-10-08 00:00:34,626 - mmaction - INFO - Epoch [218][440/999] lr: 3.371e-02, eta: 10:50:33, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5530, top5_acc: 0.7712, loss_cls: 1.9807, loss: 1.9807, grad_norm: 2.6703 2020-10-08 00:00:54,658 - mmaction - INFO - Epoch [218][460/999] lr: 3.371e-02, eta: 10:50:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5361, top5_acc: 0.7568, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.6966 2020-10-08 00:01:14,641 - mmaction - INFO - Epoch [218][480/999] lr: 3.371e-02, eta: 10:49:52, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.5363, top5_acc: 0.7624, loss_cls: 2.0288, loss: 2.0288, grad_norm: 2.6795 2020-10-08 00:01:34,714 - mmaction - INFO - Epoch [218][500/999] lr: 3.371e-02, eta: 10:49:32, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5435, top5_acc: 0.7680, loss_cls: 2.0199, loss: 2.0199, grad_norm: 2.6380 2020-10-08 00:01:54,746 - mmaction - INFO - Epoch [218][520/999] lr: 3.371e-02, eta: 10:49:11, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5361, top5_acc: 0.7560, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.6541 2020-10-08 00:02:14,759 - mmaction - INFO - Epoch [218][540/999] lr: 3.371e-02, eta: 10:48:51, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5365, top5_acc: 0.7720, loss_cls: 2.0057, loss: 2.0057, grad_norm: 2.6505 2020-10-08 00:02:34,778 - mmaction - INFO - Epoch [218][560/999] lr: 3.371e-02, eta: 10:48:30, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5440, top5_acc: 0.7633, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.6424 2020-10-08 00:02:54,772 - mmaction - INFO - Epoch [218][580/999] lr: 3.371e-02, eta: 10:48:10, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5382, top5_acc: 0.7595, loss_cls: 2.0318, loss: 2.0318, grad_norm: 2.6781 2020-10-08 00:03:14,845 - mmaction - INFO - Epoch [218][600/999] lr: 3.371e-02, eta: 10:47:50, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5414, top5_acc: 0.7676, loss_cls: 2.0091, loss: 2.0091, grad_norm: 2.6751 2020-10-08 00:03:34,864 - mmaction - INFO - Epoch [218][620/999] lr: 3.371e-02, eta: 10:47:29, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5365, top5_acc: 0.7600, loss_cls: 2.0370, loss: 2.0370, grad_norm: 2.6363 2020-10-08 00:03:54,800 - mmaction - INFO - Epoch [218][640/999] lr: 3.371e-02, eta: 10:47:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5310, top5_acc: 0.7533, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.6924 2020-10-08 00:04:14,777 - mmaction - INFO - Epoch [218][660/999] lr: 3.371e-02, eta: 10:46:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5389, top5_acc: 0.7536, loss_cls: 2.0447, loss: 2.0447, grad_norm: 2.6875 2020-10-08 00:04:34,782 - mmaction - INFO - Epoch [218][680/999] lr: 3.371e-02, eta: 10:46:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5299, top5_acc: 0.7600, loss_cls: 2.0564, loss: 2.0564, grad_norm: 2.6831 2020-10-08 00:04:54,810 - mmaction - INFO - Epoch [218][700/999] lr: 3.371e-02, eta: 10:46:07, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5467, top5_acc: 0.7677, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.5998 2020-10-08 00:05:14,779 - mmaction - INFO - Epoch [218][720/999] lr: 3.371e-02, eta: 10:45:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5305, top5_acc: 0.7505, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.6687 2020-10-08 00:05:34,883 - mmaction - INFO - Epoch [218][740/999] lr: 3.371e-02, eta: 10:45:26, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5366, top5_acc: 0.7673, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.6291 2020-10-08 00:05:54,814 - mmaction - INFO - Epoch [218][760/999] lr: 3.371e-02, eta: 10:45:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5419, top5_acc: 0.7599, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.6487 2020-10-08 00:06:14,864 - mmaction - INFO - Epoch [218][780/999] lr: 3.371e-02, eta: 10:44:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5314, top5_acc: 0.7615, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.6727 2020-10-08 00:06:34,939 - mmaction - INFO - Epoch [218][800/999] lr: 3.371e-02, eta: 10:44:25, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5344, top5_acc: 0.7552, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.6859 2020-10-08 00:06:54,892 - mmaction - INFO - Epoch [218][820/999] lr: 3.371e-02, eta: 10:44:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5322, top5_acc: 0.7574, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.6417 2020-10-08 00:07:14,846 - mmaction - INFO - Epoch [218][840/999] lr: 3.371e-02, eta: 10:43:43, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.6588 2020-10-08 00:07:34,813 - mmaction - INFO - Epoch [218][860/999] lr: 3.371e-02, eta: 10:43:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5397, top5_acc: 0.7615, loss_cls: 2.0336, loss: 2.0336, grad_norm: 2.6436 2020-10-08 00:07:54,824 - mmaction - INFO - Epoch [218][880/999] lr: 3.371e-02, eta: 10:43:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5432, top5_acc: 0.7621, loss_cls: 2.0130, loss: 2.0130, grad_norm: 2.6056 2020-10-08 00:08:14,925 - mmaction - INFO - Epoch [218][900/999] lr: 3.371e-02, eta: 10:42:42, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5435, top5_acc: 0.7611, loss_cls: 2.0156, loss: 2.0156, grad_norm: 2.6278 2020-10-08 00:08:34,967 - mmaction - INFO - Epoch [218][920/999] lr: 3.371e-02, eta: 10:42:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5379, top5_acc: 0.7590, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.6280 2020-10-08 00:08:55,123 - mmaction - INFO - Epoch [218][940/999] lr: 3.371e-02, eta: 10:42:01, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5456, top5_acc: 0.7667, loss_cls: 1.9975, loss: 1.9975, grad_norm: 2.6830 2020-10-08 00:09:15,091 - mmaction - INFO - Epoch [218][960/999] lr: 3.371e-02, eta: 10:41:41, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5352, top5_acc: 0.7603, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.7013 2020-10-08 00:09:35,101 - mmaction - INFO - Epoch [218][980/999] lr: 3.371e-02, eta: 10:41:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5327, top5_acc: 0.7585, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.6881 2020-10-08 00:10:48,841 - mmaction - INFO - Epoch [219][20/999] lr: 3.203e-02, eta: 10:40:53, time: 2.651, data_time: 1.584, memory: 8478, top1_acc: 0.5431, top5_acc: 0.7667, loss_cls: 1.9764, loss: 1.9764, grad_norm: 2.6609 2020-10-08 00:11:08,523 - mmaction - INFO - Epoch [219][40/999] lr: 3.203e-02, eta: 10:40:32, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.5518, top5_acc: 0.7698, loss_cls: 1.9795, loss: 1.9795, grad_norm: 2.6434 2020-10-08 00:11:28,335 - mmaction - INFO - Epoch [219][60/999] lr: 3.203e-02, eta: 10:40:11, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.5380, top5_acc: 0.7582, loss_cls: 2.0082, loss: 2.0082, grad_norm: 2.6525 2020-10-08 00:11:48,307 - mmaction - INFO - Epoch [219][80/999] lr: 3.203e-02, eta: 10:39:51, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5479, top5_acc: 0.7677, loss_cls: 1.9859, loss: 1.9859, grad_norm: 2.6535 2020-10-08 00:12:08,255 - mmaction - INFO - Epoch [219][100/999] lr: 3.203e-02, eta: 10:39:30, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5456, top5_acc: 0.7652, loss_cls: 1.9969, loss: 1.9969, grad_norm: 2.6564 2020-10-08 00:12:28,225 - mmaction - INFO - Epoch [219][120/999] lr: 3.203e-02, eta: 10:39:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5414, top5_acc: 0.7624, loss_cls: 2.0217, loss: 2.0217, grad_norm: 2.6561 2020-10-08 00:12:48,329 - mmaction - INFO - Epoch [219][140/999] lr: 3.203e-02, eta: 10:38:49, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5482, top5_acc: 0.7591, loss_cls: 2.0098, loss: 2.0098, grad_norm: 2.6434 2020-10-08 00:13:08,304 - mmaction - INFO - Epoch [219][160/999] lr: 3.203e-02, eta: 10:38:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5460, top5_acc: 0.7642, loss_cls: 1.9993, loss: 1.9993, grad_norm: 2.6795 2020-10-08 00:13:28,366 - mmaction - INFO - Epoch [219][180/999] lr: 3.203e-02, eta: 10:38:08, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5465, top5_acc: 0.7687, loss_cls: 1.9854, loss: 1.9854, grad_norm: 2.6457 2020-10-08 00:13:48,379 - mmaction - INFO - Epoch [219][200/999] lr: 3.203e-02, eta: 10:37:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5448, top5_acc: 0.7676, loss_cls: 1.9821, loss: 1.9821, grad_norm: 2.6387 2020-10-08 00:14:08,467 - mmaction - INFO - Epoch [219][220/999] lr: 3.203e-02, eta: 10:37:27, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.5462, top5_acc: 0.7714, loss_cls: 1.9807, loss: 1.9807, grad_norm: 2.6868 2020-10-08 00:14:28,504 - mmaction - INFO - Epoch [219][240/999] lr: 3.203e-02, eta: 10:37:07, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5388, top5_acc: 0.7685, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.6922 2020-10-08 00:14:48,555 - mmaction - INFO - Epoch [219][260/999] lr: 3.203e-02, eta: 10:36:46, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5486, top5_acc: 0.7687, loss_cls: 1.9888, loss: 1.9888, grad_norm: 2.7230 2020-10-08 00:15:08,601 - mmaction - INFO - Epoch [219][280/999] lr: 3.203e-02, eta: 10:36:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5410, top5_acc: 0.7583, loss_cls: 2.0219, loss: 2.0219, grad_norm: 2.6298 2020-10-08 00:15:28,543 - mmaction - INFO - Epoch [219][300/999] lr: 3.203e-02, eta: 10:36:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5426, top5_acc: 0.7681, loss_cls: 2.0056, loss: 2.0056, grad_norm: 2.6687 2020-10-08 00:15:48,584 - mmaction - INFO - Epoch [219][320/999] lr: 3.203e-02, eta: 10:35:45, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5473, top5_acc: 0.7745, loss_cls: 1.9957, loss: 1.9957, grad_norm: 2.6805 2020-10-08 00:16:08,654 - mmaction - INFO - Epoch [219][340/999] lr: 3.203e-02, eta: 10:35:25, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5389, top5_acc: 0.7639, loss_cls: 2.0314, loss: 2.0314, grad_norm: 2.6714 2020-10-08 00:16:28,681 - mmaction - INFO - Epoch [219][360/999] lr: 3.203e-02, eta: 10:35:04, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5424, top5_acc: 0.7677, loss_cls: 1.9950, loss: 1.9950, grad_norm: 2.6455 2020-10-08 00:16:48,699 - mmaction - INFO - Epoch [219][380/999] lr: 3.203e-02, eta: 10:34:44, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5470, top5_acc: 0.7607, loss_cls: 2.0302, loss: 2.0302, grad_norm: 2.6764 2020-10-08 00:17:08,730 - mmaction - INFO - Epoch [219][400/999] lr: 3.203e-02, eta: 10:34:23, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5487, top5_acc: 0.7608, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.6484 2020-10-08 00:17:28,716 - mmaction - INFO - Epoch [219][420/999] lr: 3.203e-02, eta: 10:34:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5352, top5_acc: 0.7650, loss_cls: 2.0275, loss: 2.0275, grad_norm: 2.6694 2020-10-08 00:17:48,694 - mmaction - INFO - Epoch [219][440/999] lr: 3.203e-02, eta: 10:33:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5421, top5_acc: 0.7569, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.6907 2020-10-08 00:18:08,770 - mmaction - INFO - Epoch [219][460/999] lr: 3.203e-02, eta: 10:33:22, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5384, top5_acc: 0.7695, loss_cls: 1.9950, loss: 1.9950, grad_norm: 2.6696 2020-10-08 00:18:28,761 - mmaction - INFO - Epoch [219][480/999] lr: 3.203e-02, eta: 10:33:01, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5391, top5_acc: 0.7581, loss_cls: 2.0501, loss: 2.0501, grad_norm: 2.6782 2020-10-08 00:18:48,888 - mmaction - INFO - Epoch [219][500/999] lr: 3.203e-02, eta: 10:32:41, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5430, top5_acc: 0.7678, loss_cls: 2.0068, loss: 2.0068, grad_norm: 2.6667 2020-10-08 00:19:08,863 - mmaction - INFO - Epoch [219][520/999] lr: 3.203e-02, eta: 10:32:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5375, top5_acc: 0.7663, loss_cls: 2.0235, loss: 2.0235, grad_norm: 2.6628 2020-10-08 00:19:28,941 - mmaction - INFO - Epoch [219][540/999] lr: 3.203e-02, eta: 10:32:00, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5306, top5_acc: 0.7605, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.7236 2020-10-08 00:19:48,916 - mmaction - INFO - Epoch [219][560/999] lr: 3.203e-02, eta: 10:31:39, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5383, top5_acc: 0.7632, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.6749 2020-10-08 00:20:08,963 - mmaction - INFO - Epoch [219][580/999] lr: 3.203e-02, eta: 10:31:19, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5413, top5_acc: 0.7616, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.7014 2020-10-08 00:20:28,948 - mmaction - INFO - Epoch [219][600/999] lr: 3.203e-02, eta: 10:30:58, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5582, top5_acc: 0.7658, loss_cls: 1.9764, loss: 1.9764, grad_norm: 2.6374 2020-10-08 00:20:48,972 - mmaction - INFO - Epoch [219][620/999] lr: 3.203e-02, eta: 10:30:38, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5354, top5_acc: 0.7626, loss_cls: 2.0239, loss: 2.0239, grad_norm: 2.6333 2020-10-08 00:21:09,051 - mmaction - INFO - Epoch [219][640/999] lr: 3.203e-02, eta: 10:30:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5350, top5_acc: 0.7652, loss_cls: 2.0349, loss: 2.0349, grad_norm: 2.7383 2020-10-08 00:21:29,105 - mmaction - INFO - Epoch [219][660/999] lr: 3.203e-02, eta: 10:29:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5464, top5_acc: 0.7690, loss_cls: 1.9784, loss: 1.9784, grad_norm: 2.6280 2020-10-08 00:21:49,140 - mmaction - INFO - Epoch [219][680/999] lr: 3.203e-02, eta: 10:29:36, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5496, top5_acc: 0.7687, loss_cls: 1.9883, loss: 1.9883, grad_norm: 2.6682 2020-10-08 00:22:09,175 - mmaction - INFO - Epoch [219][700/999] lr: 3.203e-02, eta: 10:29:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5516, top5_acc: 0.7738, loss_cls: 1.9707, loss: 1.9707, grad_norm: 2.6819 2020-10-08 00:22:29,249 - mmaction - INFO - Epoch [219][720/999] lr: 3.203e-02, eta: 10:28:56, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 2.0277, loss: 2.0277, grad_norm: 2.6688 2020-10-08 00:22:49,224 - mmaction - INFO - Epoch [219][740/999] lr: 3.203e-02, eta: 10:28:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5535, top5_acc: 0.7702, loss_cls: 2.0046, loss: 2.0046, grad_norm: 2.7149 2020-10-08 00:23:09,170 - mmaction - INFO - Epoch [219][760/999] lr: 3.203e-02, eta: 10:28:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5414, top5_acc: 0.7595, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.6898 2020-10-08 00:23:29,132 - mmaction - INFO - Epoch [219][780/999] lr: 3.203e-02, eta: 10:27:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5344, top5_acc: 0.7630, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.6882 2020-10-08 00:23:49,091 - mmaction - INFO - Epoch [219][800/999] lr: 3.203e-02, eta: 10:27:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5465, top5_acc: 0.7667, loss_cls: 2.0384, loss: 2.0384, grad_norm: 2.7243 2020-10-08 00:24:09,267 - mmaction - INFO - Epoch [219][820/999] lr: 3.203e-02, eta: 10:27:13, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5499, top5_acc: 0.7680, loss_cls: 1.9871, loss: 1.9871, grad_norm: 2.7035 2020-10-08 00:24:29,290 - mmaction - INFO - Epoch [219][840/999] lr: 3.203e-02, eta: 10:26:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5357, top5_acc: 0.7611, loss_cls: 2.0358, loss: 2.0358, grad_norm: 2.7259 2020-10-08 00:24:49,196 - mmaction - INFO - Epoch [219][860/999] lr: 3.203e-02, eta: 10:26:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5328, top5_acc: 0.7543, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.7218 2020-10-08 00:25:09,205 - mmaction - INFO - Epoch [219][880/999] lr: 3.203e-02, eta: 10:26:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5336, top5_acc: 0.7587, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.7186 2020-10-08 00:25:29,218 - mmaction - INFO - Epoch [219][900/999] lr: 3.203e-02, eta: 10:25:51, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5411, top5_acc: 0.7612, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.6980 2020-10-08 00:25:49,210 - mmaction - INFO - Epoch [219][920/999] lr: 3.203e-02, eta: 10:25:31, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5353, top5_acc: 0.7612, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.6888 2020-10-08 00:26:09,172 - mmaction - INFO - Epoch [219][940/999] lr: 3.203e-02, eta: 10:25:10, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5418, top5_acc: 0.7625, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.7289 2020-10-08 00:26:29,195 - mmaction - INFO - Epoch [219][960/999] lr: 3.203e-02, eta: 10:24:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5418, top5_acc: 0.7697, loss_cls: 2.0080, loss: 2.0080, grad_norm: 2.7169 2020-10-08 00:26:49,241 - mmaction - INFO - Epoch [219][980/999] lr: 3.203e-02, eta: 10:24:29, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5409, top5_acc: 0.7616, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.6869 2020-10-08 00:27:59,637 - mmaction - INFO - Epoch [220][20/999] lr: 3.040e-02, eta: 10:23:59, time: 2.549, data_time: 1.460, memory: 8478, top1_acc: 0.5512, top5_acc: 0.7704, loss_cls: 1.9886, loss: 1.9886, grad_norm: 2.6228 2020-10-08 00:28:19,349 - mmaction - INFO - Epoch [220][40/999] lr: 3.040e-02, eta: 10:23:39, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.5557, top5_acc: 0.7828, loss_cls: 1.9273, loss: 1.9273, grad_norm: 2.6710 2020-10-08 00:28:39,131 - mmaction - INFO - Epoch [220][60/999] lr: 3.040e-02, eta: 10:23:18, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.5518, top5_acc: 0.7681, loss_cls: 1.9667, loss: 1.9667, grad_norm: 2.6954 2020-10-08 00:28:59,121 - mmaction - INFO - Epoch [220][80/999] lr: 3.040e-02, eta: 10:22:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5586, top5_acc: 0.7618, loss_cls: 1.9662, loss: 1.9662, grad_norm: 2.7093 2020-10-08 00:29:19,171 - mmaction - INFO - Epoch [220][100/999] lr: 3.040e-02, eta: 10:22:37, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5518, top5_acc: 0.7673, loss_cls: 1.9680, loss: 1.9680, grad_norm: 2.7104 2020-10-08 00:29:39,233 - mmaction - INFO - Epoch [220][120/999] lr: 3.040e-02, eta: 10:22:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5595, top5_acc: 0.7699, loss_cls: 1.9431, loss: 1.9431, grad_norm: 2.6402 2020-10-08 00:29:59,279 - mmaction - INFO - Epoch [220][140/999] lr: 3.040e-02, eta: 10:21:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5568, top5_acc: 0.7779, loss_cls: 1.9375, loss: 1.9375, grad_norm: 2.6926 2020-10-08 00:30:20,134 - mmaction - INFO - Epoch [220][160/999] lr: 3.040e-02, eta: 10:21:36, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.5467, top5_acc: 0.7642, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.7162 2020-10-08 00:30:40,113 - mmaction - INFO - Epoch [220][180/999] lr: 3.040e-02, eta: 10:21:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5585, top5_acc: 0.7806, loss_cls: 1.9420, loss: 1.9420, grad_norm: 2.6651 2020-10-08 00:31:00,220 - mmaction - INFO - Epoch [220][200/999] lr: 3.040e-02, eta: 10:20:55, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5477, top5_acc: 0.7708, loss_cls: 1.9799, loss: 1.9799, grad_norm: 2.7037 2020-10-08 00:31:20,261 - mmaction - INFO - Epoch [220][220/999] lr: 3.040e-02, eta: 10:20:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5411, top5_acc: 0.7661, loss_cls: 2.0015, loss: 2.0015, grad_norm: 2.7138 2020-10-08 00:31:40,366 - mmaction - INFO - Epoch [220][240/999] lr: 3.040e-02, eta: 10:20:15, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5465, top5_acc: 0.7630, loss_cls: 2.0087, loss: 2.0087, grad_norm: 2.6712 2020-10-08 00:32:00,319 - mmaction - INFO - Epoch [220][260/999] lr: 3.040e-02, eta: 10:19:54, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5475, top5_acc: 0.7772, loss_cls: 1.9659, loss: 1.9659, grad_norm: 2.7156 2020-10-08 00:32:20,434 - mmaction - INFO - Epoch [220][280/999] lr: 3.040e-02, eta: 10:19:34, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5555, top5_acc: 0.7762, loss_cls: 1.9783, loss: 1.9783, grad_norm: 2.6971 2020-10-08 00:32:40,491 - mmaction - INFO - Epoch [220][300/999] lr: 3.040e-02, eta: 10:19:13, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5517, top5_acc: 0.7706, loss_cls: 1.9767, loss: 1.9767, grad_norm: 2.6877 2020-10-08 00:33:00,466 - mmaction - INFO - Epoch [220][320/999] lr: 3.040e-02, eta: 10:18:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5625, top5_acc: 0.7783, loss_cls: 1.9307, loss: 1.9307, grad_norm: 2.6562 2020-10-08 00:33:20,554 - mmaction - INFO - Epoch [220][340/999] lr: 3.040e-02, eta: 10:18:32, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5538, top5_acc: 0.7616, loss_cls: 1.9873, loss: 1.9873, grad_norm: 2.6880 2020-10-08 00:33:40,624 - mmaction - INFO - Epoch [220][360/999] lr: 3.040e-02, eta: 10:18:12, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5546, top5_acc: 0.7734, loss_cls: 1.9678, loss: 1.9678, grad_norm: 2.6725 2020-10-08 00:34:00,577 - mmaction - INFO - Epoch [220][380/999] lr: 3.040e-02, eta: 10:17:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5352, top5_acc: 0.7603, loss_cls: 2.0362, loss: 2.0362, grad_norm: 2.7301 2020-10-08 00:34:20,656 - mmaction - INFO - Epoch [220][400/999] lr: 3.040e-02, eta: 10:17:31, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5505, top5_acc: 0.7695, loss_cls: 1.9734, loss: 1.9734, grad_norm: 2.7349 2020-10-08 00:34:40,658 - mmaction - INFO - Epoch [220][420/999] lr: 3.040e-02, eta: 10:17:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5582, top5_acc: 0.7717, loss_cls: 1.9428, loss: 1.9428, grad_norm: 2.7042 2020-10-08 00:35:00,710 - mmaction - INFO - Epoch [220][440/999] lr: 3.040e-02, eta: 10:16:50, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5479, top5_acc: 0.7594, loss_cls: 2.0066, loss: 2.0066, grad_norm: 2.6888 2020-10-08 00:35:20,696 - mmaction - INFO - Epoch [220][460/999] lr: 3.040e-02, eta: 10:16:29, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5441, top5_acc: 0.7635, loss_cls: 2.0225, loss: 2.0225, grad_norm: 2.7162 2020-10-08 00:35:40,670 - mmaction - INFO - Epoch [220][480/999] lr: 3.040e-02, eta: 10:16:09, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5462, top5_acc: 0.7699, loss_cls: 2.0012, loss: 2.0012, grad_norm: 2.7480 2020-10-08 00:36:00,749 - mmaction - INFO - Epoch [220][500/999] lr: 3.040e-02, eta: 10:15:48, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5549, top5_acc: 0.7745, loss_cls: 1.9625, loss: 1.9625, grad_norm: 2.7204 2020-10-08 00:36:20,771 - mmaction - INFO - Epoch [220][520/999] lr: 3.040e-02, eta: 10:15:28, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5500, top5_acc: 0.7693, loss_cls: 1.9700, loss: 1.9700, grad_norm: 2.7066 2020-10-08 00:36:40,745 - mmaction - INFO - Epoch [220][540/999] lr: 3.040e-02, eta: 10:15:08, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5500, top5_acc: 0.7723, loss_cls: 1.9764, loss: 1.9764, grad_norm: 2.7101 2020-10-08 00:37:00,764 - mmaction - INFO - Epoch [220][560/999] lr: 3.040e-02, eta: 10:14:47, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5507, top5_acc: 0.7749, loss_cls: 1.9721, loss: 1.9721, grad_norm: 2.7232 2020-10-08 00:37:20,778 - mmaction - INFO - Epoch [220][580/999] lr: 3.040e-02, eta: 10:14:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5424, top5_acc: 0.7677, loss_cls: 1.9985, loss: 1.9985, grad_norm: 2.7389 2020-10-08 00:37:40,773 - mmaction - INFO - Epoch [220][600/999] lr: 3.040e-02, eta: 10:14:06, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5512, top5_acc: 0.7720, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.6475 2020-10-08 00:38:00,758 - mmaction - INFO - Epoch [220][620/999] lr: 3.040e-02, eta: 10:13:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9858, loss: 1.9858, grad_norm: 2.7221 2020-10-08 00:38:20,776 - mmaction - INFO - Epoch [220][640/999] lr: 3.040e-02, eta: 10:13:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5591, top5_acc: 0.7707, loss_cls: 1.9668, loss: 1.9668, grad_norm: 2.7275 2020-10-08 00:38:40,792 - mmaction - INFO - Epoch [220][660/999] lr: 3.040e-02, eta: 10:13:05, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5384, top5_acc: 0.7572, loss_cls: 2.0431, loss: 2.0431, grad_norm: 2.7237 2020-10-08 00:39:00,908 - mmaction - INFO - Epoch [220][680/999] lr: 3.040e-02, eta: 10:12:44, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5409, top5_acc: 0.7703, loss_cls: 2.0049, loss: 2.0049, grad_norm: 2.7187 2020-10-08 00:39:20,875 - mmaction - INFO - Epoch [220][700/999] lr: 3.040e-02, eta: 10:12:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5415, top5_acc: 0.7686, loss_cls: 1.9996, loss: 1.9996, grad_norm: 2.7270 2020-10-08 00:39:40,819 - mmaction - INFO - Epoch [220][720/999] lr: 3.040e-02, eta: 10:12:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5479, top5_acc: 0.7725, loss_cls: 1.9793, loss: 1.9793, grad_norm: 2.7251 2020-10-08 00:40:00,990 - mmaction - INFO - Epoch [220][740/999] lr: 3.040e-02, eta: 10:11:43, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.5473, top5_acc: 0.7681, loss_cls: 1.9885, loss: 1.9885, grad_norm: 2.7243 2020-10-08 00:40:20,993 - mmaction - INFO - Epoch [220][760/999] lr: 3.040e-02, eta: 10:11:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5423, top5_acc: 0.7659, loss_cls: 2.0077, loss: 2.0077, grad_norm: 2.7260 2020-10-08 00:40:41,009 - mmaction - INFO - Epoch [220][780/999] lr: 3.040e-02, eta: 10:11:02, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5453, top5_acc: 0.7676, loss_cls: 1.9881, loss: 1.9881, grad_norm: 2.6894 2020-10-08 00:41:01,017 - mmaction - INFO - Epoch [220][800/999] lr: 3.040e-02, eta: 10:10:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5438, top5_acc: 0.7641, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.7202 2020-10-08 00:41:21,024 - mmaction - INFO - Epoch [220][820/999] lr: 3.040e-02, eta: 10:10:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5510, top5_acc: 0.7729, loss_cls: 1.9599, loss: 1.9599, grad_norm: 2.6882 2020-10-08 00:41:41,006 - mmaction - INFO - Epoch [220][840/999] lr: 3.040e-02, eta: 10:10:00, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5348, top5_acc: 0.7576, loss_cls: 2.0337, loss: 2.0337, grad_norm: 2.7476 2020-10-08 00:42:01,034 - mmaction - INFO - Epoch [220][860/999] lr: 3.040e-02, eta: 10:09:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5346, top5_acc: 0.7659, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.7594 2020-10-08 00:42:21,040 - mmaction - INFO - Epoch [220][880/999] lr: 3.040e-02, eta: 10:09:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5382, top5_acc: 0.7634, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.7662 2020-10-08 00:42:41,155 - mmaction - INFO - Epoch [220][900/999] lr: 3.040e-02, eta: 10:08:59, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5478, top5_acc: 0.7712, loss_cls: 1.9734, loss: 1.9734, grad_norm: 2.7283 2020-10-08 00:43:01,096 - mmaction - INFO - Epoch [220][920/999] lr: 3.040e-02, eta: 10:08:39, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5404, top5_acc: 0.7615, loss_cls: 2.0191, loss: 2.0191, grad_norm: 2.7254 2020-10-08 00:43:21,159 - mmaction - INFO - Epoch [220][940/999] lr: 3.040e-02, eta: 10:08:18, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5448, top5_acc: 0.7628, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.7205 2020-10-08 00:43:41,197 - mmaction - INFO - Epoch [220][960/999] lr: 3.040e-02, eta: 10:07:58, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5408, top5_acc: 0.7673, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.7369 2020-10-08 00:44:01,132 - mmaction - INFO - Epoch [220][980/999] lr: 3.040e-02, eta: 10:07:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5543, top5_acc: 0.7729, loss_cls: 1.9700, loss: 1.9700, grad_norm: 2.7151 2020-10-08 00:45:10,211 - mmaction - INFO - Epoch [221][20/999] lr: 2.880e-02, eta: 10:07:06, time: 2.497, data_time: 1.496, memory: 8478, top1_acc: 0.5592, top5_acc: 0.7770, loss_cls: 1.9424, loss: 1.9424, grad_norm: 2.6922 2020-10-08 00:45:29,909 - mmaction - INFO - Epoch [221][40/999] lr: 2.880e-02, eta: 10:06:45, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.5523, top5_acc: 0.7725, loss_cls: 1.9613, loss: 1.9613, grad_norm: 2.7131 2020-10-08 00:45:49,763 - mmaction - INFO - Epoch [221][60/999] lr: 2.880e-02, eta: 10:06:25, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5579, top5_acc: 0.7693, loss_cls: 1.9526, loss: 1.9526, grad_norm: 2.6917 2020-10-08 00:46:09,853 - mmaction - INFO - Epoch [221][80/999] lr: 2.880e-02, eta: 10:06:04, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5510, top5_acc: 0.7698, loss_cls: 1.9753, loss: 1.9753, grad_norm: 2.7225 2020-10-08 00:46:29,815 - mmaction - INFO - Epoch [221][100/999] lr: 2.880e-02, eta: 10:05:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5637, top5_acc: 0.7721, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.7314 2020-10-08 00:46:49,800 - mmaction - INFO - Epoch [221][120/999] lr: 2.880e-02, eta: 10:05:23, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5556, top5_acc: 0.7763, loss_cls: 1.9423, loss: 1.9423, grad_norm: 2.7417 2020-10-08 00:47:09,748 - mmaction - INFO - Epoch [221][140/999] lr: 2.880e-02, eta: 10:05:03, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5517, top5_acc: 0.7758, loss_cls: 1.9644, loss: 1.9644, grad_norm: 2.7330 2020-10-08 00:47:29,837 - mmaction - INFO - Epoch [221][160/999] lr: 2.880e-02, eta: 10:04:42, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5546, top5_acc: 0.7741, loss_cls: 1.9324, loss: 1.9324, grad_norm: 2.7207 2020-10-08 00:47:49,787 - mmaction - INFO - Epoch [221][180/999] lr: 2.880e-02, eta: 10:04:22, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5480, top5_acc: 0.7725, loss_cls: 1.9765, loss: 1.9765, grad_norm: 2.7732 2020-10-08 00:48:09,874 - mmaction - INFO - Epoch [221][200/999] lr: 2.880e-02, eta: 10:04:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5536, top5_acc: 0.7684, loss_cls: 1.9694, loss: 1.9694, grad_norm: 2.6861 2020-10-08 00:48:29,839 - mmaction - INFO - Epoch [221][220/999] lr: 2.880e-02, eta: 10:03:41, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5448, top5_acc: 0.7638, loss_cls: 1.9963, loss: 1.9963, grad_norm: 2.7904 2020-10-08 00:48:49,897 - mmaction - INFO - Epoch [221][240/999] lr: 2.880e-02, eta: 10:03:21, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5562, top5_acc: 0.7801, loss_cls: 1.9436, loss: 1.9436, grad_norm: 2.7289 2020-10-08 00:49:09,870 - mmaction - INFO - Epoch [221][260/999] lr: 2.880e-02, eta: 10:03:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5581, top5_acc: 0.7780, loss_cls: 1.9236, loss: 1.9236, grad_norm: 2.7210 2020-10-08 00:49:29,874 - mmaction - INFO - Epoch [221][280/999] lr: 2.880e-02, eta: 10:02:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5664, top5_acc: 0.7819, loss_cls: 1.9151, loss: 1.9151, grad_norm: 2.7076 2020-10-08 00:49:49,893 - mmaction - INFO - Epoch [221][300/999] lr: 2.880e-02, eta: 10:02:19, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5577, top5_acc: 0.7749, loss_cls: 1.9263, loss: 1.9263, grad_norm: 2.7575 2020-10-08 00:50:09,852 - mmaction - INFO - Epoch [221][320/999] lr: 2.880e-02, eta: 10:01:59, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5460, top5_acc: 0.7751, loss_cls: 1.9804, loss: 1.9804, grad_norm: 2.7593 2020-10-08 00:50:29,980 - mmaction - INFO - Epoch [221][340/999] lr: 2.880e-02, eta: 10:01:38, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5462, top5_acc: 0.7672, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.7784 2020-10-08 00:50:49,878 - mmaction - INFO - Epoch [221][360/999] lr: 2.880e-02, eta: 10:01:18, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5504, top5_acc: 0.7707, loss_cls: 1.9678, loss: 1.9678, grad_norm: 2.7403 2020-10-08 00:51:09,898 - mmaction - INFO - Epoch [221][380/999] lr: 2.880e-02, eta: 10:00:57, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5392, top5_acc: 0.7634, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.7962 2020-10-08 00:51:29,893 - mmaction - INFO - Epoch [221][400/999] lr: 2.880e-02, eta: 10:00:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5521, top5_acc: 0.7686, loss_cls: 1.9840, loss: 1.9840, grad_norm: 2.7573 2020-10-08 00:51:49,924 - mmaction - INFO - Epoch [221][420/999] lr: 2.880e-02, eta: 10:00:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5587, top5_acc: 0.7777, loss_cls: 1.9341, loss: 1.9341, grad_norm: 2.7394 2020-10-08 00:52:09,916 - mmaction - INFO - Epoch [221][440/999] lr: 2.880e-02, eta: 9:59:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5591, top5_acc: 0.7745, loss_cls: 1.9249, loss: 1.9249, grad_norm: 2.7180 2020-10-08 00:52:29,950 - mmaction - INFO - Epoch [221][460/999] lr: 2.880e-02, eta: 9:59:35, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5560, top5_acc: 0.7734, loss_cls: 1.9549, loss: 1.9549, grad_norm: 2.7088 2020-10-08 00:52:49,951 - mmaction - INFO - Epoch [221][480/999] lr: 2.880e-02, eta: 9:59:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5669, top5_acc: 0.7828, loss_cls: 1.9055, loss: 1.9055, grad_norm: 2.7477 2020-10-08 00:53:10,027 - mmaction - INFO - Epoch [221][500/999] lr: 2.880e-02, eta: 9:58:54, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5565, top5_acc: 0.7725, loss_cls: 1.9258, loss: 1.9258, grad_norm: 2.7333 2020-10-08 00:53:30,072 - mmaction - INFO - Epoch [221][520/999] lr: 2.880e-02, eta: 9:58:34, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5471, top5_acc: 0.7664, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.7888 2020-10-08 00:53:50,062 - mmaction - INFO - Epoch [221][540/999] lr: 2.880e-02, eta: 9:58:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5495, top5_acc: 0.7725, loss_cls: 1.9593, loss: 1.9593, grad_norm: 2.7878 2020-10-08 00:54:10,004 - mmaction - INFO - Epoch [221][560/999] lr: 2.880e-02, eta: 9:57:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5509, top5_acc: 0.7773, loss_cls: 1.9490, loss: 1.9490, grad_norm: 2.7669 2020-10-08 00:54:30,040 - mmaction - INFO - Epoch [221][580/999] lr: 2.880e-02, eta: 9:57:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5499, top5_acc: 0.7715, loss_cls: 1.9823, loss: 1.9823, grad_norm: 2.7707 2020-10-08 00:54:50,201 - mmaction - INFO - Epoch [221][600/999] lr: 2.880e-02, eta: 9:57:12, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.5477, top5_acc: 0.7730, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.7784 2020-10-08 00:55:10,187 - mmaction - INFO - Epoch [221][620/999] lr: 2.880e-02, eta: 9:56:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5491, top5_acc: 0.7701, loss_cls: 1.9676, loss: 1.9676, grad_norm: 2.7632 2020-10-08 00:55:30,186 - mmaction - INFO - Epoch [221][640/999] lr: 2.880e-02, eta: 9:56:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5445, top5_acc: 0.7665, loss_cls: 1.9897, loss: 1.9897, grad_norm: 2.7628 2020-10-08 00:55:50,216 - mmaction - INFO - Epoch [221][660/999] lr: 2.880e-02, eta: 9:56:11, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5493, top5_acc: 0.7707, loss_cls: 1.9704, loss: 1.9704, grad_norm: 2.7187 2020-10-08 00:56:10,237 - mmaction - INFO - Epoch [221][680/999] lr: 2.880e-02, eta: 9:55:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5417, top5_acc: 0.7655, loss_cls: 2.0235, loss: 2.0235, grad_norm: 2.7919 2020-10-08 00:56:30,262 - mmaction - INFO - Epoch [221][700/999] lr: 2.880e-02, eta: 9:55:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5370, top5_acc: 0.7569, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.7880 2020-10-08 00:56:50,235 - mmaction - INFO - Epoch [221][720/999] lr: 2.880e-02, eta: 9:55:09, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5488, top5_acc: 0.7650, loss_cls: 2.0091, loss: 2.0091, grad_norm: 2.7618 2020-10-08 00:57:10,282 - mmaction - INFO - Epoch [221][740/999] lr: 2.880e-02, eta: 9:54:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5564, top5_acc: 0.7730, loss_cls: 1.9437, loss: 1.9437, grad_norm: 2.7369 2020-10-08 00:57:30,297 - mmaction - INFO - Epoch [221][760/999] lr: 2.880e-02, eta: 9:54:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5483, top5_acc: 0.7710, loss_cls: 1.9710, loss: 1.9710, grad_norm: 2.7639 2020-10-08 00:57:50,312 - mmaction - INFO - Epoch [221][780/999] lr: 2.880e-02, eta: 9:54:08, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5521, top5_acc: 0.7755, loss_cls: 1.9622, loss: 1.9622, grad_norm: 2.7600 2020-10-08 00:58:10,186 - mmaction - INFO - Epoch [221][800/999] lr: 2.880e-02, eta: 9:53:47, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.5525, top5_acc: 0.7721, loss_cls: 1.9574, loss: 1.9574, grad_norm: 2.7583 2020-10-08 00:58:30,241 - mmaction - INFO - Epoch [221][820/999] lr: 2.880e-02, eta: 9:53:27, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5415, top5_acc: 0.7716, loss_cls: 1.9981, loss: 1.9981, grad_norm: 2.7854 2020-10-08 00:58:50,198 - mmaction - INFO - Epoch [221][840/999] lr: 2.880e-02, eta: 9:53:07, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.5449, top5_acc: 0.7770, loss_cls: 1.9546, loss: 1.9546, grad_norm: 2.7399 2020-10-08 00:59:10,166 - mmaction - INFO - Epoch [221][860/999] lr: 2.880e-02, eta: 9:52:46, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5500, top5_acc: 0.7632, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.7644 2020-10-08 00:59:30,180 - mmaction - INFO - Epoch [221][880/999] lr: 2.880e-02, eta: 9:52:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5514, top5_acc: 0.7717, loss_cls: 1.9748, loss: 1.9748, grad_norm: 2.7874 2020-10-08 00:59:50,162 - mmaction - INFO - Epoch [221][900/999] lr: 2.880e-02, eta: 9:52:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5598, top5_acc: 0.7690, loss_cls: 1.9636, loss: 1.9636, grad_norm: 2.7426 2020-10-08 01:00:12,268 - mmaction - INFO - Epoch [221][920/999] lr: 2.880e-02, eta: 9:51:46, time: 1.106, data_time: 0.002, memory: 8478, top1_acc: 0.5414, top5_acc: 0.7624, loss_cls: 2.0195, loss: 2.0195, grad_norm: 2.7929 2020-10-08 01:00:32,260 - mmaction - INFO - Epoch [221][940/999] lr: 2.880e-02, eta: 9:51:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5533, top5_acc: 0.7762, loss_cls: 1.9587, loss: 1.9587, grad_norm: 2.7909 2020-10-08 01:00:52,323 - mmaction - INFO - Epoch [221][960/999] lr: 2.880e-02, eta: 9:51:05, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5458, top5_acc: 0.7711, loss_cls: 1.9737, loss: 1.9737, grad_norm: 2.7531 2020-10-08 01:01:12,255 - mmaction - INFO - Epoch [221][980/999] lr: 2.880e-02, eta: 9:50:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5566, top5_acc: 0.7757, loss_cls: 1.9443, loss: 1.9443, grad_norm: 2.7871 2020-10-08 01:02:26,917 - mmaction - INFO - Epoch [222][20/999] lr: 2.725e-02, eta: 9:50:17, time: 2.699, data_time: 1.594, memory: 8478, top1_acc: 0.5510, top5_acc: 0.7645, loss_cls: 1.9867, loss: 1.9867, grad_norm: 2.7939 2020-10-08 01:02:47,808 - mmaction - INFO - Epoch [222][40/999] lr: 2.725e-02, eta: 9:49:57, time: 1.044, data_time: 0.003, memory: 8478, top1_acc: 0.5518, top5_acc: 0.7746, loss_cls: 1.9423, loss: 1.9423, grad_norm: 2.7719 2020-10-08 01:03:08,769 - mmaction - INFO - Epoch [222][60/999] lr: 2.725e-02, eta: 9:49:37, time: 1.049, data_time: 0.002, memory: 8478, top1_acc: 0.5660, top5_acc: 0.7814, loss_cls: 1.9080, loss: 1.9080, grad_norm: 2.7295 2020-10-08 01:03:29,600 - mmaction - INFO - Epoch [222][80/999] lr: 2.725e-02, eta: 9:49:17, time: 1.041, data_time: 0.001, memory: 8478, top1_acc: 0.5608, top5_acc: 0.7759, loss_cls: 1.9379, loss: 1.9379, grad_norm: 2.7550 2020-10-08 01:03:50,517 - mmaction - INFO - Epoch [222][100/999] lr: 2.725e-02, eta: 9:48:57, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5633, top5_acc: 0.7755, loss_cls: 1.9294, loss: 1.9294, grad_norm: 2.6991 2020-10-08 01:04:11,330 - mmaction - INFO - Epoch [222][120/999] lr: 2.725e-02, eta: 9:48:38, time: 1.039, data_time: 0.002, memory: 8478, top1_acc: 0.5617, top5_acc: 0.7794, loss_cls: 1.9040, loss: 1.9040, grad_norm: 2.7389 2020-10-08 01:04:32,224 - mmaction - INFO - Epoch [222][140/999] lr: 2.725e-02, eta: 9:48:18, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.5568, top5_acc: 0.7743, loss_cls: 1.9426, loss: 1.9426, grad_norm: 2.7493 2020-10-08 01:04:53,175 - mmaction - INFO - Epoch [222][160/999] lr: 2.725e-02, eta: 9:47:58, time: 1.048, data_time: 0.002, memory: 8478, top1_acc: 0.5577, top5_acc: 0.7754, loss_cls: 1.9520, loss: 1.9520, grad_norm: 2.7556 2020-10-08 01:05:14,065 - mmaction - INFO - Epoch [222][180/999] lr: 2.725e-02, eta: 9:47:38, time: 1.043, data_time: 0.001, memory: 8478, top1_acc: 0.5535, top5_acc: 0.7704, loss_cls: 1.9512, loss: 1.9512, grad_norm: 2.7730 2020-10-08 01:05:35,043 - mmaction - INFO - Epoch [222][200/999] lr: 2.725e-02, eta: 9:47:19, time: 1.049, data_time: 0.002, memory: 8478, top1_acc: 0.5577, top5_acc: 0.7708, loss_cls: 1.9615, loss: 1.9615, grad_norm: 2.7723 2020-10-08 01:05:55,963 - mmaction - INFO - Epoch [222][220/999] lr: 2.725e-02, eta: 9:46:59, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5540, top5_acc: 0.7770, loss_cls: 1.9580, loss: 1.9580, grad_norm: 2.7930 2020-10-08 01:06:16,987 - mmaction - INFO - Epoch [222][240/999] lr: 2.725e-02, eta: 9:46:39, time: 1.051, data_time: 0.002, memory: 8478, top1_acc: 0.5560, top5_acc: 0.7773, loss_cls: 1.9379, loss: 1.9379, grad_norm: 2.7647 2020-10-08 01:06:37,998 - mmaction - INFO - Epoch [222][260/999] lr: 2.725e-02, eta: 9:46:19, time: 1.050, data_time: 0.002, memory: 8478, top1_acc: 0.5547, top5_acc: 0.7741, loss_cls: 1.9474, loss: 1.9474, grad_norm: 2.7827 2020-10-08 01:06:59,033 - mmaction - INFO - Epoch [222][280/999] lr: 2.725e-02, eta: 9:46:00, time: 1.052, data_time: 0.003, memory: 8478, top1_acc: 0.5527, top5_acc: 0.7678, loss_cls: 1.9675, loss: 1.9675, grad_norm: 2.7610 2020-10-08 01:07:19,916 - mmaction - INFO - Epoch [222][300/999] lr: 2.725e-02, eta: 9:45:40, time: 1.045, data_time: 0.002, memory: 8478, top1_acc: 0.5514, top5_acc: 0.7698, loss_cls: 1.9636, loss: 1.9636, grad_norm: 2.7817 2020-10-08 01:07:40,811 - mmaction - INFO - Epoch [222][320/999] lr: 2.725e-02, eta: 9:45:20, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5630, top5_acc: 0.7738, loss_cls: 1.9548, loss: 1.9548, grad_norm: 2.7805 2020-10-08 01:08:01,680 - mmaction - INFO - Epoch [222][340/999] lr: 2.725e-02, eta: 9:45:00, time: 1.042, data_time: 0.001, memory: 8478, top1_acc: 0.5432, top5_acc: 0.7667, loss_cls: 1.9968, loss: 1.9968, grad_norm: 2.8211 2020-10-08 01:08:22,593 - mmaction - INFO - Epoch [222][360/999] lr: 2.725e-02, eta: 9:44:40, time: 1.045, data_time: 0.003, memory: 8478, top1_acc: 0.5615, top5_acc: 0.7775, loss_cls: 1.9288, loss: 1.9288, grad_norm: 2.7412 2020-10-08 01:08:43,573 - mmaction - INFO - Epoch [222][380/999] lr: 2.725e-02, eta: 9:44:21, time: 1.050, data_time: 0.003, memory: 8478, top1_acc: 0.5548, top5_acc: 0.7716, loss_cls: 1.9504, loss: 1.9504, grad_norm: 2.8078 2020-10-08 01:09:04,454 - mmaction - INFO - Epoch [222][400/999] lr: 2.725e-02, eta: 9:44:01, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.5521, top5_acc: 0.7698, loss_cls: 1.9816, loss: 1.9816, grad_norm: 2.7785 2020-10-08 01:09:25,351 - mmaction - INFO - Epoch [222][420/999] lr: 2.725e-02, eta: 9:43:41, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5605, top5_acc: 0.7755, loss_cls: 1.9332, loss: 1.9332, grad_norm: 2.7409 2020-10-08 01:09:46,209 - mmaction - INFO - Epoch [222][440/999] lr: 2.725e-02, eta: 9:43:21, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.5569, top5_acc: 0.7760, loss_cls: 1.9351, loss: 1.9351, grad_norm: 2.7766 2020-10-08 01:10:07,233 - mmaction - INFO - Epoch [222][460/999] lr: 2.725e-02, eta: 9:43:02, time: 1.051, data_time: 0.002, memory: 8478, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9471, loss: 1.9471, grad_norm: 2.7930 2020-10-08 01:10:28,215 - mmaction - INFO - Epoch [222][480/999] lr: 2.725e-02, eta: 9:42:42, time: 1.049, data_time: 0.002, memory: 8478, top1_acc: 0.5577, top5_acc: 0.7732, loss_cls: 1.9359, loss: 1.9359, grad_norm: 2.7671 2020-10-08 01:10:49,157 - mmaction - INFO - Epoch [222][500/999] lr: 2.725e-02, eta: 9:42:22, time: 1.047, data_time: 0.002, memory: 8478, top1_acc: 0.5562, top5_acc: 0.7758, loss_cls: 1.9341, loss: 1.9341, grad_norm: 2.7829 2020-10-08 01:11:10,003 - mmaction - INFO - Epoch [222][520/999] lr: 2.725e-02, eta: 9:42:02, time: 1.042, data_time: 0.002, memory: 8478, top1_acc: 0.5581, top5_acc: 0.7728, loss_cls: 1.9446, loss: 1.9446, grad_norm: 2.7757 2020-10-08 01:11:30,928 - mmaction - INFO - Epoch [222][540/999] lr: 2.725e-02, eta: 9:41:42, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.5616, top5_acc: 0.7762, loss_cls: 1.9195, loss: 1.9195, grad_norm: 2.7789 2020-10-08 01:11:51,912 - mmaction - INFO - Epoch [222][560/999] lr: 2.725e-02, eta: 9:41:23, time: 1.049, data_time: 0.002, memory: 8478, top1_acc: 0.5533, top5_acc: 0.7738, loss_cls: 1.9713, loss: 1.9713, grad_norm: 2.7940 2020-10-08 01:12:12,816 - mmaction - INFO - Epoch [222][580/999] lr: 2.725e-02, eta: 9:41:03, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.5522, top5_acc: 0.7758, loss_cls: 1.9539, loss: 1.9539, grad_norm: 2.8192 2020-10-08 01:12:33,719 - mmaction - INFO - Epoch [222][600/999] lr: 2.725e-02, eta: 9:40:43, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.5615, top5_acc: 0.7801, loss_cls: 1.9029, loss: 1.9029, grad_norm: 2.7269 2020-10-08 01:12:54,634 - mmaction - INFO - Epoch [222][620/999] lr: 2.725e-02, eta: 9:40:23, time: 1.045, data_time: 0.002, memory: 8478, top1_acc: 0.5594, top5_acc: 0.7676, loss_cls: 1.9663, loss: 1.9663, grad_norm: 2.7733 2020-10-08 01:13:15,584 - mmaction - INFO - Epoch [222][640/999] lr: 2.725e-02, eta: 9:40:03, time: 1.047, data_time: 0.003, memory: 8478, top1_acc: 0.5534, top5_acc: 0.7737, loss_cls: 1.9627, loss: 1.9627, grad_norm: 2.8201 2020-10-08 01:13:36,556 - mmaction - INFO - Epoch [222][660/999] lr: 2.725e-02, eta: 9:39:44, time: 1.050, data_time: 0.003, memory: 8478, top1_acc: 0.5595, top5_acc: 0.7758, loss_cls: 1.9505, loss: 1.9505, grad_norm: 2.8181 2020-10-08 01:13:57,431 - mmaction - INFO - Epoch [222][680/999] lr: 2.725e-02, eta: 9:39:24, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.5495, top5_acc: 0.7728, loss_cls: 1.9480, loss: 1.9480, grad_norm: 2.7822 2020-10-08 01:14:18,291 - mmaction - INFO - Epoch [222][700/999] lr: 2.725e-02, eta: 9:39:04, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.5547, top5_acc: 0.7680, loss_cls: 1.9525, loss: 1.9525, grad_norm: 2.7369 2020-10-08 01:14:39,186 - mmaction - INFO - Epoch [222][720/999] lr: 2.725e-02, eta: 9:38:44, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.5516, top5_acc: 0.7740, loss_cls: 1.9589, loss: 1.9589, grad_norm: 2.7968 2020-10-08 01:15:00,066 - mmaction - INFO - Epoch [222][740/999] lr: 2.725e-02, eta: 9:38:24, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.5548, top5_acc: 0.7743, loss_cls: 1.9409, loss: 1.9409, grad_norm: 2.7744 2020-10-08 01:15:21,011 - mmaction - INFO - Epoch [222][760/999] lr: 2.725e-02, eta: 9:38:05, time: 1.047, data_time: 0.002, memory: 8478, top1_acc: 0.5581, top5_acc: 0.7743, loss_cls: 1.9278, loss: 1.9278, grad_norm: 2.7823 2020-10-08 01:15:41,949 - mmaction - INFO - Epoch [222][780/999] lr: 2.725e-02, eta: 9:37:45, time: 1.048, data_time: 0.002, memory: 8478, top1_acc: 0.5509, top5_acc: 0.7684, loss_cls: 1.9793, loss: 1.9793, grad_norm: 2.8096 2020-10-08 01:16:02,896 - mmaction - INFO - Epoch [222][800/999] lr: 2.725e-02, eta: 9:37:25, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5533, top5_acc: 0.7733, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.8335 2020-10-08 01:16:23,745 - mmaction - INFO - Epoch [222][820/999] lr: 2.725e-02, eta: 9:37:05, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.5626, top5_acc: 0.7766, loss_cls: 1.9438, loss: 1.9438, grad_norm: 2.7885 2020-10-08 01:16:44,681 - mmaction - INFO - Epoch [222][840/999] lr: 2.725e-02, eta: 9:36:45, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5556, top5_acc: 0.7736, loss_cls: 1.9527, loss: 1.9527, grad_norm: 2.8202 2020-10-08 01:17:05,591 - mmaction - INFO - Epoch [222][860/999] lr: 2.725e-02, eta: 9:36:26, time: 1.045, data_time: 0.002, memory: 8478, top1_acc: 0.5533, top5_acc: 0.7702, loss_cls: 1.9648, loss: 1.9648, grad_norm: 2.7919 2020-10-08 01:17:26,498 - mmaction - INFO - Epoch [222][880/999] lr: 2.725e-02, eta: 9:36:06, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5655, top5_acc: 0.7809, loss_cls: 1.9137, loss: 1.9137, grad_norm: 2.8009 2020-10-08 01:17:47,425 - mmaction - INFO - Epoch [222][900/999] lr: 2.725e-02, eta: 9:35:46, time: 1.047, data_time: 0.002, memory: 8478, top1_acc: 0.5553, top5_acc: 0.7690, loss_cls: 1.9598, loss: 1.9598, grad_norm: 2.8532 2020-10-08 01:18:08,354 - mmaction - INFO - Epoch [222][920/999] lr: 2.725e-02, eta: 9:35:26, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.5452, top5_acc: 0.7600, loss_cls: 2.0149, loss: 2.0149, grad_norm: 2.8272 2020-10-08 01:18:29,204 - mmaction - INFO - Epoch [222][940/999] lr: 2.725e-02, eta: 9:35:06, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.5538, top5_acc: 0.7697, loss_cls: 1.9635, loss: 1.9635, grad_norm: 2.8053 2020-10-08 01:18:50,073 - mmaction - INFO - Epoch [222][960/999] lr: 2.725e-02, eta: 9:34:46, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.5589, top5_acc: 0.7736, loss_cls: 1.9377, loss: 1.9377, grad_norm: 2.7863 2020-10-08 01:19:10,970 - mmaction - INFO - Epoch [222][980/999] lr: 2.725e-02, eta: 9:34:27, time: 1.044, data_time: 0.001, memory: 8478, top1_acc: 0.5417, top5_acc: 0.7730, loss_cls: 1.9782, loss: 1.9782, grad_norm: 2.8297 2020-10-08 01:20:22,256 - mmaction - INFO - Epoch [223][20/999] lr: 2.574e-02, eta: 9:33:55, time: 2.541, data_time: 1.470, memory: 8478, top1_acc: 0.5622, top5_acc: 0.7733, loss_cls: 1.9329, loss: 1.9329, grad_norm: 2.7998 2020-10-08 01:20:41,920 - mmaction - INFO - Epoch [223][40/999] lr: 2.574e-02, eta: 9:33:35, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.5647, top5_acc: 0.7854, loss_cls: 1.9010, loss: 1.9010, grad_norm: 2.7998 2020-10-08 01:21:01,791 - mmaction - INFO - Epoch [223][60/999] lr: 2.574e-02, eta: 9:33:14, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.5632, top5_acc: 0.7842, loss_cls: 1.8815, loss: 1.8815, grad_norm: 2.7955 2020-10-08 01:21:21,817 - mmaction - INFO - Epoch [223][80/999] lr: 2.574e-02, eta: 9:32:53, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5561, top5_acc: 0.7776, loss_cls: 1.9279, loss: 1.9279, grad_norm: 2.7753 2020-10-08 01:21:41,955 - mmaction - INFO - Epoch [223][100/999] lr: 2.574e-02, eta: 9:32:33, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5612, top5_acc: 0.7786, loss_cls: 1.9203, loss: 1.9203, grad_norm: 2.7886 2020-10-08 01:22:02,048 - mmaction - INFO - Epoch [223][120/999] lr: 2.574e-02, eta: 9:32:13, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5538, top5_acc: 0.7768, loss_cls: 1.9402, loss: 1.9402, grad_norm: 2.7784 2020-10-08 01:22:22,088 - mmaction - INFO - Epoch [223][140/999] lr: 2.574e-02, eta: 9:31:52, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5585, top5_acc: 0.7725, loss_cls: 1.9526, loss: 1.9526, grad_norm: 2.8156 2020-10-08 01:22:42,136 - mmaction - INFO - Epoch [223][160/999] lr: 2.574e-02, eta: 9:31:32, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5618, top5_acc: 0.7815, loss_cls: 1.9130, loss: 1.9130, grad_norm: 2.8052 2020-10-08 01:23:02,239 - mmaction - INFO - Epoch [223][180/999] lr: 2.574e-02, eta: 9:31:11, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5514, top5_acc: 0.7729, loss_cls: 1.9488, loss: 1.9488, grad_norm: 2.8339 2020-10-08 01:23:22,256 - mmaction - INFO - Epoch [223][200/999] lr: 2.574e-02, eta: 9:30:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5590, top5_acc: 0.7763, loss_cls: 1.8991, loss: 1.8991, grad_norm: 2.7772 2020-10-08 01:23:42,225 - mmaction - INFO - Epoch [223][220/999] lr: 2.574e-02, eta: 9:30:30, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5689, top5_acc: 0.7813, loss_cls: 1.8925, loss: 1.8925, grad_norm: 2.7712 2020-10-08 01:24:02,324 - mmaction - INFO - Epoch [223][240/999] lr: 2.574e-02, eta: 9:30:10, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5686, top5_acc: 0.7826, loss_cls: 1.9052, loss: 1.9052, grad_norm: 2.7925 2020-10-08 01:24:22,337 - mmaction - INFO - Epoch [223][260/999] lr: 2.574e-02, eta: 9:29:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5613, top5_acc: 0.7777, loss_cls: 1.9244, loss: 1.9244, grad_norm: 2.8401 2020-10-08 01:24:42,296 - mmaction - INFO - Epoch [223][280/999] lr: 2.574e-02, eta: 9:29:29, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5452, top5_acc: 0.7678, loss_cls: 1.9940, loss: 1.9940, grad_norm: 2.9036 2020-10-08 01:25:02,367 - mmaction - INFO - Epoch [223][300/999] lr: 2.574e-02, eta: 9:29:08, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5629, top5_acc: 0.7738, loss_cls: 1.9314, loss: 1.9314, grad_norm: 2.8305 2020-10-08 01:25:22,355 - mmaction - INFO - Epoch [223][320/999] lr: 2.574e-02, eta: 9:28:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5608, top5_acc: 0.7790, loss_cls: 1.9212, loss: 1.9212, grad_norm: 2.8163 2020-10-08 01:25:42,369 - mmaction - INFO - Epoch [223][340/999] lr: 2.574e-02, eta: 9:28:27, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5617, top5_acc: 0.7786, loss_cls: 1.9215, loss: 1.9215, grad_norm: 2.8114 2020-10-08 01:26:02,428 - mmaction - INFO - Epoch [223][360/999] lr: 2.574e-02, eta: 9:28:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9438, loss: 1.9438, grad_norm: 2.8681 2020-10-08 01:26:22,486 - mmaction - INFO - Epoch [223][380/999] lr: 2.574e-02, eta: 9:27:47, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5523, top5_acc: 0.7745, loss_cls: 1.9319, loss: 1.9319, grad_norm: 2.8346 2020-10-08 01:26:42,500 - mmaction - INFO - Epoch [223][400/999] lr: 2.574e-02, eta: 9:27:26, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.5609, top5_acc: 0.7753, loss_cls: 1.9517, loss: 1.9517, grad_norm: 2.8033 2020-10-08 01:27:02,594 - mmaction - INFO - Epoch [223][420/999] lr: 2.574e-02, eta: 9:27:06, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5664, top5_acc: 0.7784, loss_cls: 1.9109, loss: 1.9109, grad_norm: 2.7997 2020-10-08 01:27:22,599 - mmaction - INFO - Epoch [223][440/999] lr: 2.574e-02, eta: 9:26:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5625, top5_acc: 0.7742, loss_cls: 1.9182, loss: 1.9182, grad_norm: 2.8238 2020-10-08 01:27:42,606 - mmaction - INFO - Epoch [223][460/999] lr: 2.574e-02, eta: 9:26:25, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5560, top5_acc: 0.7733, loss_cls: 1.9371, loss: 1.9371, grad_norm: 2.8187 2020-10-08 01:28:02,660 - mmaction - INFO - Epoch [223][480/999] lr: 2.574e-02, eta: 9:26:04, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5590, top5_acc: 0.7793, loss_cls: 1.9377, loss: 1.9377, grad_norm: 2.8407 2020-10-08 01:28:22,700 - mmaction - INFO - Epoch [223][500/999] lr: 2.574e-02, eta: 9:25:44, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5672, top5_acc: 0.7826, loss_cls: 1.9005, loss: 1.9005, grad_norm: 2.8180 2020-10-08 01:28:42,702 - mmaction - INFO - Epoch [223][520/999] lr: 2.574e-02, eta: 9:25:23, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5486, top5_acc: 0.7681, loss_cls: 1.9736, loss: 1.9736, grad_norm: 2.8397 2020-10-08 01:29:02,715 - mmaction - INFO - Epoch [223][540/999] lr: 2.574e-02, eta: 9:25:03, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5648, top5_acc: 0.7793, loss_cls: 1.9121, loss: 1.9121, grad_norm: 2.8250 2020-10-08 01:29:22,852 - mmaction - INFO - Epoch [223][560/999] lr: 2.574e-02, eta: 9:24:42, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.5552, top5_acc: 0.7753, loss_cls: 1.9343, loss: 1.9343, grad_norm: 2.8482 2020-10-08 01:29:42,834 - mmaction - INFO - Epoch [223][580/999] lr: 2.574e-02, eta: 9:24:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5661, top5_acc: 0.7814, loss_cls: 1.9192, loss: 1.9192, grad_norm: 2.8289 2020-10-08 01:30:02,914 - mmaction - INFO - Epoch [223][600/999] lr: 2.574e-02, eta: 9:24:01, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5607, top5_acc: 0.7781, loss_cls: 1.9313, loss: 1.9313, grad_norm: 2.8416 2020-10-08 01:30:23,805 - mmaction - INFO - Epoch [223][620/999] lr: 2.574e-02, eta: 9:23:42, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.5645, top5_acc: 0.7805, loss_cls: 1.9217, loss: 1.9217, grad_norm: 2.8296 2020-10-08 01:30:43,770 - mmaction - INFO - Epoch [223][640/999] lr: 2.574e-02, eta: 9:23:21, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5654, top5_acc: 0.7771, loss_cls: 1.9294, loss: 1.9294, grad_norm: 2.8310 2020-10-08 01:31:03,877 - mmaction - INFO - Epoch [223][660/999] lr: 2.574e-02, eta: 9:23:01, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5596, top5_acc: 0.7754, loss_cls: 1.9341, loss: 1.9341, grad_norm: 2.8416 2020-10-08 01:31:23,871 - mmaction - INFO - Epoch [223][680/999] lr: 2.574e-02, eta: 9:22:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5562, top5_acc: 0.7772, loss_cls: 1.9354, loss: 1.9354, grad_norm: 2.8357 2020-10-08 01:31:43,858 - mmaction - INFO - Epoch [223][700/999] lr: 2.574e-02, eta: 9:22:20, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5632, top5_acc: 0.7829, loss_cls: 1.9159, loss: 1.9159, grad_norm: 2.8752 2020-10-08 01:32:03,920 - mmaction - INFO - Epoch [223][720/999] lr: 2.574e-02, eta: 9:21:59, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5531, top5_acc: 0.7714, loss_cls: 1.9660, loss: 1.9660, grad_norm: 2.8778 2020-10-08 01:32:24,001 - mmaction - INFO - Epoch [223][740/999] lr: 2.574e-02, eta: 9:21:39, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5564, top5_acc: 0.7759, loss_cls: 1.9616, loss: 1.9616, grad_norm: 2.8382 2020-10-08 01:32:44,045 - mmaction - INFO - Epoch [223][760/999] lr: 2.574e-02, eta: 9:21:18, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5533, top5_acc: 0.7751, loss_cls: 1.9467, loss: 1.9467, grad_norm: 2.8332 2020-10-08 01:33:04,147 - mmaction - INFO - Epoch [223][780/999] lr: 2.574e-02, eta: 9:20:58, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5522, top5_acc: 0.7681, loss_cls: 1.9640, loss: 1.9640, grad_norm: 2.8580 2020-10-08 01:33:24,094 - mmaction - INFO - Epoch [223][800/999] lr: 2.574e-02, eta: 9:20:37, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5652, top5_acc: 0.7850, loss_cls: 1.8789, loss: 1.8789, grad_norm: 2.8044 2020-10-08 01:33:44,191 - mmaction - INFO - Epoch [223][820/999] lr: 2.574e-02, eta: 9:20:17, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5659, top5_acc: 0.7786, loss_cls: 1.9265, loss: 1.9265, grad_norm: 2.8306 2020-10-08 01:34:04,188 - mmaction - INFO - Epoch [223][840/999] lr: 2.574e-02, eta: 9:19:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5596, top5_acc: 0.7707, loss_cls: 1.9503, loss: 1.9503, grad_norm: 2.8368 2020-10-08 01:34:24,220 - mmaction - INFO - Epoch [223][860/999] lr: 2.574e-02, eta: 9:19:36, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5595, top5_acc: 0.7758, loss_cls: 1.9538, loss: 1.9538, grad_norm: 2.8507 2020-10-08 01:34:44,278 - mmaction - INFO - Epoch [223][880/999] lr: 2.574e-02, eta: 9:19:16, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5488, top5_acc: 0.7803, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.8638 2020-10-08 01:35:04,271 - mmaction - INFO - Epoch [223][900/999] lr: 2.574e-02, eta: 9:18:55, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5615, top5_acc: 0.7771, loss_cls: 1.9247, loss: 1.9247, grad_norm: 2.8826 2020-10-08 01:35:24,347 - mmaction - INFO - Epoch [223][920/999] lr: 2.574e-02, eta: 9:18:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5598, top5_acc: 0.7747, loss_cls: 1.9571, loss: 1.9571, grad_norm: 2.8573 2020-10-08 01:35:44,352 - mmaction - INFO - Epoch [223][940/999] lr: 2.574e-02, eta: 9:18:14, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5564, top5_acc: 0.7714, loss_cls: 1.9455, loss: 1.9455, grad_norm: 2.8175 2020-10-08 01:36:04,420 - mmaction - INFO - Epoch [223][960/999] lr: 2.574e-02, eta: 9:17:54, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5540, top5_acc: 0.7671, loss_cls: 1.9835, loss: 1.9835, grad_norm: 2.8646 2020-10-08 01:36:24,342 - mmaction - INFO - Epoch [223][980/999] lr: 2.574e-02, eta: 9:17:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5648, top5_acc: 0.7784, loss_cls: 1.9171, loss: 1.9171, grad_norm: 2.8141 2020-10-08 01:37:33,328 - mmaction - INFO - Epoch [224][20/999] lr: 2.427e-02, eta: 9:17:01, time: 2.493, data_time: 1.510, memory: 8478, top1_acc: 0.5671, top5_acc: 0.7828, loss_cls: 1.8764, loss: 1.8764, grad_norm: 2.8302 2020-10-08 01:37:53,067 - mmaction - INFO - Epoch [224][40/999] lr: 2.427e-02, eta: 9:16:40, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.5585, top5_acc: 0.7777, loss_cls: 1.9329, loss: 1.9329, grad_norm: 2.8456 2020-10-08 01:38:12,848 - mmaction - INFO - Epoch [224][60/999] lr: 2.427e-02, eta: 9:16:20, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.5676, top5_acc: 0.7905, loss_cls: 1.8947, loss: 1.8947, grad_norm: 2.8707 2020-10-08 01:38:32,849 - mmaction - INFO - Epoch [224][80/999] lr: 2.427e-02, eta: 9:15:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5625, top5_acc: 0.7814, loss_cls: 1.9241, loss: 1.9241, grad_norm: 2.8236 2020-10-08 01:38:52,967 - mmaction - INFO - Epoch [224][100/999] lr: 2.427e-02, eta: 9:15:39, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5749, top5_acc: 0.7823, loss_cls: 1.8891, loss: 1.8891, grad_norm: 2.8485 2020-10-08 01:39:13,049 - mmaction - INFO - Epoch [224][120/999] lr: 2.427e-02, eta: 9:15:18, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5583, top5_acc: 0.7780, loss_cls: 1.9267, loss: 1.9267, grad_norm: 2.8961 2020-10-08 01:39:32,976 - mmaction - INFO - Epoch [224][140/999] lr: 2.427e-02, eta: 9:14:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5699, top5_acc: 0.7835, loss_cls: 1.8839, loss: 1.8839, grad_norm: 2.8694 2020-10-08 01:39:53,077 - mmaction - INFO - Epoch [224][160/999] lr: 2.427e-02, eta: 9:14:37, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5717, top5_acc: 0.7818, loss_cls: 1.8897, loss: 1.8897, grad_norm: 2.8571 2020-10-08 01:40:13,050 - mmaction - INFO - Epoch [224][180/999] lr: 2.427e-02, eta: 9:14:17, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5690, top5_acc: 0.7827, loss_cls: 1.8765, loss: 1.8765, grad_norm: 2.8449 2020-10-08 01:40:33,067 - mmaction - INFO - Epoch [224][200/999] lr: 2.427e-02, eta: 9:13:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5707, top5_acc: 0.7871, loss_cls: 1.8738, loss: 1.8738, grad_norm: 2.8560 2020-10-08 01:40:52,977 - mmaction - INFO - Epoch [224][220/999] lr: 2.427e-02, eta: 9:13:36, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5663, top5_acc: 0.7785, loss_cls: 1.8884, loss: 1.8884, grad_norm: 2.8240 2020-10-08 01:41:12,992 - mmaction - INFO - Epoch [224][240/999] lr: 2.427e-02, eta: 9:13:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5686, top5_acc: 0.7836, loss_cls: 1.8895, loss: 1.8895, grad_norm: 2.8708 2020-10-08 01:41:32,974 - mmaction - INFO - Epoch [224][260/999] lr: 2.427e-02, eta: 9:12:55, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.5725, top5_acc: 0.7829, loss_cls: 1.8864, loss: 1.8864, grad_norm: 2.8414 2020-10-08 01:41:53,059 - mmaction - INFO - Epoch [224][280/999] lr: 2.427e-02, eta: 9:12:34, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5641, top5_acc: 0.7827, loss_cls: 1.8959, loss: 1.8959, grad_norm: 2.8473 2020-10-08 01:42:13,196 - mmaction - INFO - Epoch [224][300/999] lr: 2.427e-02, eta: 9:12:14, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5643, top5_acc: 0.7857, loss_cls: 1.8827, loss: 1.8827, grad_norm: 2.8286 2020-10-08 01:42:33,136 - mmaction - INFO - Epoch [224][320/999] lr: 2.427e-02, eta: 9:11:53, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5564, top5_acc: 0.7757, loss_cls: 1.9139, loss: 1.9139, grad_norm: 2.8215 2020-10-08 01:42:53,199 - mmaction - INFO - Epoch [224][340/999] lr: 2.427e-02, eta: 9:11:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5643, top5_acc: 0.7775, loss_cls: 1.9334, loss: 1.9334, grad_norm: 2.8810 2020-10-08 01:43:13,317 - mmaction - INFO - Epoch [224][360/999] lr: 2.427e-02, eta: 9:11:13, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5624, top5_acc: 0.7790, loss_cls: 1.8965, loss: 1.8965, grad_norm: 2.8619 2020-10-08 01:43:33,343 - mmaction - INFO - Epoch [224][380/999] lr: 2.427e-02, eta: 9:10:52, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5665, top5_acc: 0.7854, loss_cls: 1.8794, loss: 1.8794, grad_norm: 2.8288 2020-10-08 01:43:53,313 - mmaction - INFO - Epoch [224][400/999] lr: 2.427e-02, eta: 9:10:32, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5548, top5_acc: 0.7727, loss_cls: 1.9368, loss: 1.9368, grad_norm: 2.8603 2020-10-08 01:44:13,381 - mmaction - INFO - Epoch [224][420/999] lr: 2.427e-02, eta: 9:10:11, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.9214, loss: 1.9214, grad_norm: 2.8771 2020-10-08 01:44:33,289 - mmaction - INFO - Epoch [224][440/999] lr: 2.427e-02, eta: 9:09:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5617, top5_acc: 0.7783, loss_cls: 1.9159, loss: 1.9159, grad_norm: 2.8689 2020-10-08 01:44:53,352 - mmaction - INFO - Epoch [224][460/999] lr: 2.427e-02, eta: 9:09:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5673, top5_acc: 0.7810, loss_cls: 1.9058, loss: 1.9058, grad_norm: 2.8797 2020-10-08 01:45:13,363 - mmaction - INFO - Epoch [224][480/999] lr: 2.427e-02, eta: 9:09:10, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.5647, top5_acc: 0.7815, loss_cls: 1.9147, loss: 1.9147, grad_norm: 2.8982 2020-10-08 01:45:33,178 - mmaction - INFO - Epoch [224][500/999] lr: 2.427e-02, eta: 9:08:49, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.5668, top5_acc: 0.7775, loss_cls: 1.9055, loss: 1.9055, grad_norm: 2.8919 2020-10-08 01:45:53,222 - mmaction - INFO - Epoch [224][520/999] lr: 2.427e-02, eta: 9:08:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5556, top5_acc: 0.7775, loss_cls: 1.9440, loss: 1.9440, grad_norm: 2.9215 2020-10-08 01:46:13,245 - mmaction - INFO - Epoch [224][540/999] lr: 2.427e-02, eta: 9:08:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5611, top5_acc: 0.7798, loss_cls: 1.9312, loss: 1.9312, grad_norm: 2.9015 2020-10-08 01:46:33,341 - mmaction - INFO - Epoch [224][560/999] lr: 2.427e-02, eta: 9:07:48, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5525, top5_acc: 0.7741, loss_cls: 1.9418, loss: 1.9418, grad_norm: 2.9068 2020-10-08 01:46:53,353 - mmaction - INFO - Epoch [224][580/999] lr: 2.427e-02, eta: 9:07:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9363, loss: 1.9363, grad_norm: 2.8245 2020-10-08 01:47:13,404 - mmaction - INFO - Epoch [224][600/999] lr: 2.427e-02, eta: 9:07:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5508, top5_acc: 0.7693, loss_cls: 1.9571, loss: 1.9571, grad_norm: 2.8924 2020-10-08 01:47:33,401 - mmaction - INFO - Epoch [224][620/999] lr: 2.427e-02, eta: 9:06:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5466, top5_acc: 0.7711, loss_cls: 1.9731, loss: 1.9731, grad_norm: 2.8973 2020-10-08 01:47:53,481 - mmaction - INFO - Epoch [224][640/999] lr: 2.427e-02, eta: 9:06:26, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5680, top5_acc: 0.7767, loss_cls: 1.9191, loss: 1.9191, grad_norm: 2.8317 2020-10-08 01:48:13,506 - mmaction - INFO - Epoch [224][660/999] lr: 2.427e-02, eta: 9:06:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5625, top5_acc: 0.7806, loss_cls: 1.9036, loss: 1.9036, grad_norm: 2.8775 2020-10-08 01:48:33,561 - mmaction - INFO - Epoch [224][680/999] lr: 2.427e-02, eta: 9:05:45, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5680, top5_acc: 0.7813, loss_cls: 1.8776, loss: 1.8776, grad_norm: 2.8783 2020-10-08 01:48:53,586 - mmaction - INFO - Epoch [224][700/999] lr: 2.427e-02, eta: 9:05:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5607, top5_acc: 0.7725, loss_cls: 1.9349, loss: 1.9349, grad_norm: 2.8788 2020-10-08 01:49:13,550 - mmaction - INFO - Epoch [224][720/999] lr: 2.427e-02, eta: 9:05:04, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5586, top5_acc: 0.7786, loss_cls: 1.9301, loss: 1.9301, grad_norm: 2.8434 2020-10-08 01:49:33,635 - mmaction - INFO - Epoch [224][740/999] lr: 2.427e-02, eta: 9:04:44, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5549, top5_acc: 0.7684, loss_cls: 1.9485, loss: 1.9485, grad_norm: 2.8583 2020-10-08 01:49:53,593 - mmaction - INFO - Epoch [224][760/999] lr: 2.427e-02, eta: 9:04:23, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5570, top5_acc: 0.7725, loss_cls: 1.9355, loss: 1.9355, grad_norm: 2.8851 2020-10-08 01:50:13,547 - mmaction - INFO - Epoch [224][780/999] lr: 2.427e-02, eta: 9:04:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5587, top5_acc: 0.7771, loss_cls: 1.9373, loss: 1.9373, grad_norm: 2.9078 2020-10-08 01:50:33,572 - mmaction - INFO - Epoch [224][800/999] lr: 2.427e-02, eta: 9:03:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5570, top5_acc: 0.7703, loss_cls: 1.9548, loss: 1.9548, grad_norm: 2.8883 2020-10-08 01:50:53,598 - mmaction - INFO - Epoch [224][820/999] lr: 2.427e-02, eta: 9:03:22, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5622, top5_acc: 0.7792, loss_cls: 1.9203, loss: 1.9203, grad_norm: 2.9115 2020-10-08 01:51:13,681 - mmaction - INFO - Epoch [224][840/999] lr: 2.427e-02, eta: 9:03:01, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5664, top5_acc: 0.7780, loss_cls: 1.9216, loss: 1.9216, grad_norm: 2.8554 2020-10-08 01:51:33,808 - mmaction - INFO - Epoch [224][860/999] lr: 2.427e-02, eta: 9:02:41, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5648, top5_acc: 0.7777, loss_cls: 1.9088, loss: 1.9088, grad_norm: 2.8805 2020-10-08 01:51:53,838 - mmaction - INFO - Epoch [224][880/999] lr: 2.427e-02, eta: 9:02:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5677, top5_acc: 0.7775, loss_cls: 1.8939, loss: 1.8939, grad_norm: 2.8480 2020-10-08 01:52:13,740 - mmaction - INFO - Epoch [224][900/999] lr: 2.427e-02, eta: 9:02:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5624, top5_acc: 0.7798, loss_cls: 1.9218, loss: 1.9218, grad_norm: 2.8907 2020-10-08 01:52:33,739 - mmaction - INFO - Epoch [224][920/999] lr: 2.427e-02, eta: 9:01:40, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5559, top5_acc: 0.7813, loss_cls: 1.9376, loss: 1.9376, grad_norm: 2.9017 2020-10-08 01:52:53,779 - mmaction - INFO - Epoch [224][940/999] lr: 2.427e-02, eta: 9:01:19, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5703, top5_acc: 0.7832, loss_cls: 1.8873, loss: 1.8873, grad_norm: 2.8896 2020-10-08 01:53:13,797 - mmaction - INFO - Epoch [224][960/999] lr: 2.427e-02, eta: 9:00:59, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5535, top5_acc: 0.7702, loss_cls: 1.9662, loss: 1.9662, grad_norm: 2.9443 2020-10-08 01:53:33,846 - mmaction - INFO - Epoch [224][980/999] lr: 2.427e-02, eta: 9:00:38, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5583, top5_acc: 0.7773, loss_cls: 1.9442, loss: 1.9442, grad_norm: 2.9001 2020-10-08 01:53:53,185 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-10-08 01:55:05,728 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 01:55:07,295 - mmaction - INFO - top1_acc 0.6522 top5_acc 0.8678 2020-10-08 01:55:07,296 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 01:55:07,383 - mmaction - INFO - mean_acc 0.6513 2020-10-08 01:55:07,384 - mmaction - INFO - Now best checkpoint is epoch_224.pth 2020-10-08 01:55:07,419 - mmaction - INFO - Epoch(val) [224][999] top1_acc: 0.6522, top5_acc: 0.8678, mean_class_accuracy: 0.6513 2020-10-08 01:55:54,854 - mmaction - INFO - Epoch [225][20/999] lr: 2.284e-02, eta: 9:00:04, time: 2.370, data_time: 1.372, memory: 8478, top1_acc: 0.5708, top5_acc: 0.7867, loss_cls: 1.8798, loss: 1.8798, grad_norm: 2.8343 2020-10-08 01:56:14,519 - mmaction - INFO - Epoch [225][40/999] lr: 2.284e-02, eta: 8:59:43, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.5759, top5_acc: 0.7844, loss_cls: 1.8746, loss: 1.8746, grad_norm: 2.8749 2020-10-08 01:56:34,224 - mmaction - INFO - Epoch [225][60/999] lr: 2.284e-02, eta: 8:59:22, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.5732, top5_acc: 0.7845, loss_cls: 1.8640, loss: 1.8640, grad_norm: 2.8520 2020-10-08 01:56:54,012 - mmaction - INFO - Epoch [225][80/999] lr: 2.284e-02, eta: 8:59:02, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.5665, top5_acc: 0.7792, loss_cls: 1.9087, loss: 1.9087, grad_norm: 2.8986 2020-10-08 01:57:13,973 - mmaction - INFO - Epoch [225][100/999] lr: 2.284e-02, eta: 8:58:41, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5637, top5_acc: 0.7801, loss_cls: 1.8868, loss: 1.8868, grad_norm: 2.9060 2020-10-08 01:57:33,960 - mmaction - INFO - Epoch [225][120/999] lr: 2.284e-02, eta: 8:58:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5668, top5_acc: 0.7857, loss_cls: 1.9085, loss: 1.9085, grad_norm: 2.9468 2020-10-08 01:57:53,981 - mmaction - INFO - Epoch [225][140/999] lr: 2.284e-02, eta: 8:58:00, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.5684, top5_acc: 0.7779, loss_cls: 1.8904, loss: 1.8904, grad_norm: 2.9080 2020-10-08 01:58:14,036 - mmaction - INFO - Epoch [225][160/999] lr: 2.284e-02, eta: 8:57:40, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5717, top5_acc: 0.7865, loss_cls: 1.8529, loss: 1.8529, grad_norm: 2.8653 2020-10-08 01:58:34,118 - mmaction - INFO - Epoch [225][180/999] lr: 2.284e-02, eta: 8:57:20, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5727, top5_acc: 0.7908, loss_cls: 1.8460, loss: 1.8460, grad_norm: 2.8673 2020-10-08 01:58:54,231 - mmaction - INFO - Epoch [225][200/999] lr: 2.284e-02, eta: 8:56:59, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5691, top5_acc: 0.7866, loss_cls: 1.8908, loss: 1.8908, grad_norm: 2.9280 2020-10-08 01:59:14,261 - mmaction - INFO - Epoch [225][220/999] lr: 2.284e-02, eta: 8:56:39, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5671, top5_acc: 0.7766, loss_cls: 1.9026, loss: 1.9026, grad_norm: 2.8877 2020-10-08 01:59:34,413 - mmaction - INFO - Epoch [225][240/999] lr: 2.284e-02, eta: 8:56:18, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5667, top5_acc: 0.7841, loss_cls: 1.8973, loss: 1.8973, grad_norm: 2.9507 2020-10-08 01:59:54,350 - mmaction - INFO - Epoch [225][260/999] lr: 2.284e-02, eta: 8:55:58, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5694, top5_acc: 0.7871, loss_cls: 1.8750, loss: 1.8750, grad_norm: 2.9005 2020-10-08 02:00:16,333 - mmaction - INFO - Epoch [225][280/999] lr: 2.284e-02, eta: 8:55:39, time: 1.098, data_time: 0.002, memory: 8478, top1_acc: 0.5738, top5_acc: 0.7870, loss_cls: 1.8660, loss: 1.8660, grad_norm: 2.9033 2020-10-08 02:00:36,427 - mmaction - INFO - Epoch [225][300/999] lr: 2.284e-02, eta: 8:55:18, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5746, top5_acc: 0.7871, loss_cls: 1.8627, loss: 1.8627, grad_norm: 2.8955 2020-10-08 02:00:56,445 - mmaction - INFO - Epoch [225][320/999] lr: 2.284e-02, eta: 8:54:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5694, top5_acc: 0.7832, loss_cls: 1.9006, loss: 1.9006, grad_norm: 2.9380 2020-10-08 02:01:16,430 - mmaction - INFO - Epoch [225][340/999] lr: 2.284e-02, eta: 8:54:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5658, top5_acc: 0.7842, loss_cls: 1.8913, loss: 1.8913, grad_norm: 2.9354 2020-10-08 02:01:36,435 - mmaction - INFO - Epoch [225][360/999] lr: 2.284e-02, eta: 8:54:17, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5576, top5_acc: 0.7740, loss_cls: 1.9347, loss: 1.9347, grad_norm: 2.9543 2020-10-08 02:01:56,362 - mmaction - INFO - Epoch [225][380/999] lr: 2.284e-02, eta: 8:53:56, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5660, top5_acc: 0.7814, loss_cls: 1.8779, loss: 1.8779, grad_norm: 2.8340 2020-10-08 02:02:16,466 - mmaction - INFO - Epoch [225][400/999] lr: 2.284e-02, eta: 8:53:36, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5624, top5_acc: 0.7751, loss_cls: 1.9216, loss: 1.9216, grad_norm: 2.9222 2020-10-08 02:02:36,486 - mmaction - INFO - Epoch [225][420/999] lr: 2.284e-02, eta: 8:53:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5708, top5_acc: 0.7853, loss_cls: 1.8633, loss: 1.8633, grad_norm: 2.9304 2020-10-08 02:02:56,458 - mmaction - INFO - Epoch [225][440/999] lr: 2.284e-02, eta: 8:52:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5780, top5_acc: 0.7879, loss_cls: 1.8633, loss: 1.8633, grad_norm: 2.8759 2020-10-08 02:03:16,492 - mmaction - INFO - Epoch [225][460/999] lr: 2.284e-02, eta: 8:52:35, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5712, top5_acc: 0.7793, loss_cls: 1.8828, loss: 1.8828, grad_norm: 2.8840 2020-10-08 02:03:36,486 - mmaction - INFO - Epoch [225][480/999] lr: 2.284e-02, eta: 8:52:14, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5548, top5_acc: 0.7749, loss_cls: 1.9532, loss: 1.9532, grad_norm: 2.9460 2020-10-08 02:03:56,455 - mmaction - INFO - Epoch [225][500/999] lr: 2.284e-02, eta: 8:51:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5645, top5_acc: 0.7867, loss_cls: 1.8725, loss: 1.8725, grad_norm: 2.8883 2020-10-08 02:04:16,448 - mmaction - INFO - Epoch [225][520/999] lr: 2.284e-02, eta: 8:51:33, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5615, top5_acc: 0.7840, loss_cls: 1.9092, loss: 1.9092, grad_norm: 2.9232 2020-10-08 02:04:36,668 - mmaction - INFO - Epoch [225][540/999] lr: 2.284e-02, eta: 8:51:13, time: 1.010, data_time: 0.001, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7849, loss_cls: 1.8617, loss: 1.8617, grad_norm: 2.8723 2020-10-08 02:04:56,695 - mmaction - INFO - Epoch [225][560/999] lr: 2.284e-02, eta: 8:50:52, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5611, top5_acc: 0.7727, loss_cls: 1.9444, loss: 1.9444, grad_norm: 2.9252 2020-10-08 02:05:16,752 - mmaction - INFO - Epoch [225][580/999] lr: 2.284e-02, eta: 8:50:32, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.5617, top5_acc: 0.7780, loss_cls: 1.9044, loss: 1.9044, grad_norm: 2.9354 2020-10-08 02:05:36,760 - mmaction - INFO - Epoch [225][600/999] lr: 2.284e-02, eta: 8:50:11, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5669, top5_acc: 0.7840, loss_cls: 1.8970, loss: 1.8970, grad_norm: 2.9124 2020-10-08 02:05:56,856 - mmaction - INFO - Epoch [225][620/999] lr: 2.284e-02, eta: 8:49:51, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5573, top5_acc: 0.7776, loss_cls: 1.9366, loss: 1.9366, grad_norm: 2.9113 2020-10-08 02:06:16,853 - mmaction - INFO - Epoch [225][640/999] lr: 2.284e-02, eta: 8:49:31, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.9487, loss: 1.9487, grad_norm: 3.0010 2020-10-08 02:06:36,778 - mmaction - INFO - Epoch [225][660/999] lr: 2.284e-02, eta: 8:49:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5551, top5_acc: 0.7742, loss_cls: 1.9294, loss: 1.9294, grad_norm: 2.9446 2020-10-08 02:06:56,775 - mmaction - INFO - Epoch [225][680/999] lr: 2.284e-02, eta: 8:48:50, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5637, top5_acc: 0.7855, loss_cls: 1.8902, loss: 1.8902, grad_norm: 2.9482 2020-10-08 02:07:16,740 - mmaction - INFO - Epoch [225][700/999] lr: 2.284e-02, eta: 8:48:29, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5723, top5_acc: 0.7854, loss_cls: 1.8626, loss: 1.8626, grad_norm: 2.9072 2020-10-08 02:07:36,793 - mmaction - INFO - Epoch [225][720/999] lr: 2.284e-02, eta: 8:48:09, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5638, top5_acc: 0.7799, loss_cls: 1.9095, loss: 1.9095, grad_norm: 2.9570 2020-10-08 02:07:56,891 - mmaction - INFO - Epoch [225][740/999] lr: 2.284e-02, eta: 8:47:48, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5728, top5_acc: 0.7811, loss_cls: 1.8939, loss: 1.8939, grad_norm: 2.8832 2020-10-08 02:08:16,799 - mmaction - INFO - Epoch [225][760/999] lr: 2.284e-02, eta: 8:47:28, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.5742, top5_acc: 0.7866, loss_cls: 1.8912, loss: 1.8912, grad_norm: 2.8906 2020-10-08 02:08:36,738 - mmaction - INFO - Epoch [225][780/999] lr: 2.284e-02, eta: 8:47:07, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5648, top5_acc: 0.7844, loss_cls: 1.8957, loss: 1.8957, grad_norm: 2.9820 2020-10-08 02:08:56,792 - mmaction - INFO - Epoch [225][800/999] lr: 2.284e-02, eta: 8:46:47, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5723, top5_acc: 0.7897, loss_cls: 1.8510, loss: 1.8510, grad_norm: 2.8961 2020-10-08 02:09:16,773 - mmaction - INFO - Epoch [225][820/999] lr: 2.284e-02, eta: 8:46:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5656, top5_acc: 0.7775, loss_cls: 1.9085, loss: 1.9085, grad_norm: 2.9435 2020-10-08 02:09:36,788 - mmaction - INFO - Epoch [225][840/999] lr: 2.284e-02, eta: 8:46:06, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5587, top5_acc: 0.7725, loss_cls: 1.9340, loss: 1.9340, grad_norm: 2.9218 2020-10-08 02:09:56,807 - mmaction - INFO - Epoch [225][860/999] lr: 2.284e-02, eta: 8:45:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5706, top5_acc: 0.7876, loss_cls: 1.8746, loss: 1.8746, grad_norm: 2.8785 2020-10-08 02:10:16,775 - mmaction - INFO - Epoch [225][880/999] lr: 2.284e-02, eta: 8:45:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5645, top5_acc: 0.7798, loss_cls: 1.9020, loss: 1.9020, grad_norm: 2.8806 2020-10-08 02:10:36,825 - mmaction - INFO - Epoch [225][900/999] lr: 2.284e-02, eta: 8:45:05, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5632, top5_acc: 0.7783, loss_cls: 1.9148, loss: 1.9148, grad_norm: 2.9064 2020-10-08 02:10:56,800 - mmaction - INFO - Epoch [225][920/999] lr: 2.284e-02, eta: 8:44:44, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8760, loss: 1.8760, grad_norm: 2.9114 2020-10-08 02:11:16,748 - mmaction - INFO - Epoch [225][940/999] lr: 2.284e-02, eta: 8:44:24, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5573, top5_acc: 0.7792, loss_cls: 1.9218, loss: 1.9218, grad_norm: 2.9577 2020-10-08 02:11:36,913 - mmaction - INFO - Epoch [225][960/999] lr: 2.284e-02, eta: 8:44:03, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.5626, top5_acc: 0.7891, loss_cls: 1.8671, loss: 1.8671, grad_norm: 2.9348 2020-10-08 02:11:57,016 - mmaction - INFO - Epoch [225][980/999] lr: 2.284e-02, eta: 8:43:43, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5634, top5_acc: 0.7814, loss_cls: 1.9153, loss: 1.9153, grad_norm: 2.9437 2020-10-08 02:13:10,403 - mmaction - INFO - Epoch [226][20/999] lr: 2.145e-02, eta: 8:43:12, time: 2.636, data_time: 1.592, memory: 8478, top1_acc: 0.5760, top5_acc: 0.7885, loss_cls: 1.8579, loss: 1.8579, grad_norm: 2.9091 2020-10-08 02:13:30,069 - mmaction - INFO - Epoch [226][40/999] lr: 2.145e-02, eta: 8:42:51, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.5671, top5_acc: 0.7853, loss_cls: 1.8837, loss: 1.8837, grad_norm: 2.9357 2020-10-08 02:13:49,926 - mmaction - INFO - Epoch [226][60/999] lr: 2.145e-02, eta: 8:42:30, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.5712, top5_acc: 0.7833, loss_cls: 1.8726, loss: 1.8726, grad_norm: 2.9437 2020-10-08 02:14:09,818 - mmaction - INFO - Epoch [226][80/999] lr: 2.145e-02, eta: 8:42:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5813, top5_acc: 0.7879, loss_cls: 1.8450, loss: 1.8450, grad_norm: 2.9130 2020-10-08 02:14:29,809 - mmaction - INFO - Epoch [226][100/999] lr: 2.145e-02, eta: 8:41:49, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5741, top5_acc: 0.7850, loss_cls: 1.8695, loss: 1.8695, grad_norm: 2.8931 2020-10-08 02:14:49,892 - mmaction - INFO - Epoch [226][120/999] lr: 2.145e-02, eta: 8:41:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5585, top5_acc: 0.7831, loss_cls: 1.8876, loss: 1.8876, grad_norm: 2.9794 2020-10-08 02:15:09,891 - mmaction - INFO - Epoch [226][140/999] lr: 2.145e-02, eta: 8:41:08, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5691, top5_acc: 0.7848, loss_cls: 1.8640, loss: 1.8640, grad_norm: 2.9536 2020-10-08 02:15:29,981 - mmaction - INFO - Epoch [226][160/999] lr: 2.145e-02, eta: 8:40:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5737, top5_acc: 0.7921, loss_cls: 1.8539, loss: 1.8539, grad_norm: 2.9062 2020-10-08 02:15:50,041 - mmaction - INFO - Epoch [226][180/999] lr: 2.145e-02, eta: 8:40:28, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5828, top5_acc: 0.7926, loss_cls: 1.8239, loss: 1.8239, grad_norm: 2.9451 2020-10-08 02:16:10,109 - mmaction - INFO - Epoch [226][200/999] lr: 2.145e-02, eta: 8:40:07, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5701, top5_acc: 0.7831, loss_cls: 1.8817, loss: 1.8817, grad_norm: 2.9615 2020-10-08 02:16:30,111 - mmaction - INFO - Epoch [226][220/999] lr: 2.145e-02, eta: 8:39:47, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5783, top5_acc: 0.7844, loss_cls: 1.8750, loss: 1.8750, grad_norm: 2.9123 2020-10-08 02:16:50,115 - mmaction - INFO - Epoch [226][240/999] lr: 2.145e-02, eta: 8:39:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5659, top5_acc: 0.7835, loss_cls: 1.9025, loss: 1.9025, grad_norm: 2.9618 2020-10-08 02:17:10,198 - mmaction - INFO - Epoch [226][260/999] lr: 2.145e-02, eta: 8:39:06, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5656, top5_acc: 0.7854, loss_cls: 1.8792, loss: 1.8792, grad_norm: 2.9685 2020-10-08 02:17:30,146 - mmaction - INFO - Epoch [226][280/999] lr: 2.145e-02, eta: 8:38:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5652, top5_acc: 0.7855, loss_cls: 1.8887, loss: 1.8887, grad_norm: 2.9632 2020-10-08 02:17:50,234 - mmaction - INFO - Epoch [226][300/999] lr: 2.145e-02, eta: 8:38:25, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5724, top5_acc: 0.7840, loss_cls: 1.8724, loss: 1.8724, grad_norm: 2.9465 2020-10-08 02:18:10,397 - mmaction - INFO - Epoch [226][320/999] lr: 2.145e-02, eta: 8:38:05, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.5643, top5_acc: 0.7827, loss_cls: 1.8853, loss: 1.8853, grad_norm: 2.9197 2020-10-08 02:18:30,379 - mmaction - INFO - Epoch [226][340/999] lr: 2.145e-02, eta: 8:37:44, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5763, top5_acc: 0.7915, loss_cls: 1.8426, loss: 1.8426, grad_norm: 2.9182 2020-10-08 02:18:50,352 - mmaction - INFO - Epoch [226][360/999] lr: 2.145e-02, eta: 8:37:24, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5753, top5_acc: 0.7833, loss_cls: 1.8735, loss: 1.8735, grad_norm: 2.9229 2020-10-08 02:19:10,448 - mmaction - INFO - Epoch [226][380/999] lr: 2.145e-02, eta: 8:37:03, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5691, top5_acc: 0.7816, loss_cls: 1.8856, loss: 1.8856, grad_norm: 2.9293 2020-10-08 02:19:30,567 - mmaction - INFO - Epoch [226][400/999] lr: 2.145e-02, eta: 8:36:43, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5763, top5_acc: 0.7909, loss_cls: 1.8381, loss: 1.8381, grad_norm: 3.0022 2020-10-08 02:19:50,563 - mmaction - INFO - Epoch [226][420/999] lr: 2.145e-02, eta: 8:36:22, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5803, top5_acc: 0.7947, loss_cls: 1.8160, loss: 1.8160, grad_norm: 2.9142 2020-10-08 02:20:10,619 - mmaction - INFO - Epoch [226][440/999] lr: 2.145e-02, eta: 8:36:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7895, loss_cls: 1.8535, loss: 1.8535, grad_norm: 2.9282 2020-10-08 02:20:30,568 - mmaction - INFO - Epoch [226][460/999] lr: 2.145e-02, eta: 8:35:42, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5763, top5_acc: 0.7867, loss_cls: 1.8643, loss: 1.8643, grad_norm: 2.9460 2020-10-08 02:20:50,572 - mmaction - INFO - Epoch [226][480/999] lr: 2.145e-02, eta: 8:35:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5658, top5_acc: 0.7806, loss_cls: 1.8940, loss: 1.8940, grad_norm: 2.9773 2020-10-08 02:21:10,659 - mmaction - INFO - Epoch [226][500/999] lr: 2.145e-02, eta: 8:35:01, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5697, top5_acc: 0.7885, loss_cls: 1.8317, loss: 1.8317, grad_norm: 2.9468 2020-10-08 02:21:30,720 - mmaction - INFO - Epoch [226][520/999] lr: 2.145e-02, eta: 8:34:40, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5724, top5_acc: 0.7820, loss_cls: 1.8682, loss: 1.8682, grad_norm: 3.0079 2020-10-08 02:21:50,729 - mmaction - INFO - Epoch [226][540/999] lr: 2.145e-02, eta: 8:34:20, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5650, top5_acc: 0.7836, loss_cls: 1.8828, loss: 1.8828, grad_norm: 2.9212 2020-10-08 02:22:10,808 - mmaction - INFO - Epoch [226][560/999] lr: 2.145e-02, eta: 8:33:59, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5698, top5_acc: 0.7854, loss_cls: 1.8600, loss: 1.8600, grad_norm: 2.9458 2020-10-08 02:22:30,767 - mmaction - INFO - Epoch [226][580/999] lr: 2.145e-02, eta: 8:33:39, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.5632, top5_acc: 0.7796, loss_cls: 1.8961, loss: 1.8961, grad_norm: 2.9582 2020-10-08 02:22:50,790 - mmaction - INFO - Epoch [226][600/999] lr: 2.145e-02, eta: 8:33:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5727, top5_acc: 0.7849, loss_cls: 1.8764, loss: 1.8764, grad_norm: 2.9448 2020-10-08 02:23:10,758 - mmaction - INFO - Epoch [226][620/999] lr: 2.145e-02, eta: 8:32:58, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5690, top5_acc: 0.7882, loss_cls: 1.8615, loss: 1.8615, grad_norm: 2.9558 2020-10-08 02:23:30,829 - mmaction - INFO - Epoch [226][640/999] lr: 2.145e-02, eta: 8:32:38, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5695, top5_acc: 0.7842, loss_cls: 1.8721, loss: 1.8721, grad_norm: 2.9799 2020-10-08 02:23:50,862 - mmaction - INFO - Epoch [226][660/999] lr: 2.145e-02, eta: 8:32:17, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5661, top5_acc: 0.7859, loss_cls: 1.8726, loss: 1.8726, grad_norm: 2.9882 2020-10-08 02:24:10,883 - mmaction - INFO - Epoch [226][680/999] lr: 2.145e-02, eta: 8:31:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5629, top5_acc: 0.7780, loss_cls: 1.9202, loss: 1.9202, grad_norm: 2.9694 2020-10-08 02:24:30,841 - mmaction - INFO - Epoch [226][700/999] lr: 2.145e-02, eta: 8:31:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5727, top5_acc: 0.7826, loss_cls: 1.8806, loss: 1.8806, grad_norm: 2.9633 2020-10-08 02:24:50,874 - mmaction - INFO - Epoch [226][720/999] lr: 2.145e-02, eta: 8:31:16, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5660, top5_acc: 0.7807, loss_cls: 1.8922, loss: 1.8922, grad_norm: 2.9669 2020-10-08 02:25:11,004 - mmaction - INFO - Epoch [226][740/999] lr: 2.145e-02, eta: 8:30:55, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5712, top5_acc: 0.7859, loss_cls: 1.8619, loss: 1.8619, grad_norm: 2.9245 2020-10-08 02:25:30,920 - mmaction - INFO - Epoch [226][760/999] lr: 2.145e-02, eta: 8:30:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5737, top5_acc: 0.7848, loss_cls: 1.8815, loss: 1.8815, grad_norm: 2.9473 2020-10-08 02:25:50,962 - mmaction - INFO - Epoch [226][780/999] lr: 2.145e-02, eta: 8:30:14, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5751, top5_acc: 0.7884, loss_cls: 1.8591, loss: 1.8591, grad_norm: 2.9448 2020-10-08 02:26:10,945 - mmaction - INFO - Epoch [226][800/999] lr: 2.145e-02, eta: 8:29:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5682, top5_acc: 0.7839, loss_cls: 1.8864, loss: 1.8864, grad_norm: 2.9736 2020-10-08 02:26:30,984 - mmaction - INFO - Epoch [226][820/999] lr: 2.145e-02, eta: 8:29:34, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5643, top5_acc: 0.7807, loss_cls: 1.8870, loss: 1.8870, grad_norm: 2.9892 2020-10-08 02:26:51,025 - mmaction - INFO - Epoch [226][840/999] lr: 2.145e-02, eta: 8:29:13, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5615, top5_acc: 0.7767, loss_cls: 1.9341, loss: 1.9341, grad_norm: 3.0158 2020-10-08 02:27:11,044 - mmaction - INFO - Epoch [226][860/999] lr: 2.145e-02, eta: 8:28:53, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5698, top5_acc: 0.7801, loss_cls: 1.9008, loss: 1.9008, grad_norm: 2.9633 2020-10-08 02:27:31,036 - mmaction - INFO - Epoch [226][880/999] lr: 2.145e-02, eta: 8:28:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5655, top5_acc: 0.7797, loss_cls: 1.9096, loss: 1.9096, grad_norm: 2.9299 2020-10-08 02:27:50,926 - mmaction - INFO - Epoch [226][900/999] lr: 2.145e-02, eta: 8:28:12, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.5607, top5_acc: 0.7727, loss_cls: 1.9105, loss: 1.9105, grad_norm: 2.9704 2020-10-08 02:28:10,921 - mmaction - INFO - Epoch [226][920/999] lr: 2.145e-02, eta: 8:27:51, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5576, top5_acc: 0.7751, loss_cls: 1.9396, loss: 1.9396, grad_norm: 3.0157 2020-10-08 02:28:30,936 - mmaction - INFO - Epoch [226][940/999] lr: 2.145e-02, eta: 8:27:31, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5689, top5_acc: 0.7849, loss_cls: 1.8745, loss: 1.8745, grad_norm: 2.9622 2020-10-08 02:28:50,877 - mmaction - INFO - Epoch [226][960/999] lr: 2.145e-02, eta: 8:27:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5672, top5_acc: 0.7747, loss_cls: 1.9413, loss: 1.9413, grad_norm: 2.9207 2020-10-08 02:29:11,030 - mmaction - INFO - Epoch [226][980/999] lr: 2.145e-02, eta: 8:26:50, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5780, top5_acc: 0.7827, loss_cls: 1.8558, loss: 1.8558, grad_norm: 2.8978 2020-10-08 02:30:21,151 - mmaction - INFO - Epoch [227][20/999] lr: 2.010e-02, eta: 8:26:17, time: 2.550, data_time: 1.479, memory: 8478, top1_acc: 0.5743, top5_acc: 0.7882, loss_cls: 1.8626, loss: 1.8626, grad_norm: 2.9490 2020-10-08 02:30:40,776 - mmaction - INFO - Epoch [227][40/999] lr: 2.010e-02, eta: 8:25:57, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.5842, top5_acc: 0.7895, loss_cls: 1.8376, loss: 1.8376, grad_norm: 2.9355 2020-10-08 02:31:00,813 - mmaction - INFO - Epoch [227][60/999] lr: 2.010e-02, eta: 8:25:36, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5794, top5_acc: 0.7932, loss_cls: 1.8323, loss: 1.8323, grad_norm: 2.9859 2020-10-08 02:31:20,762 - mmaction - INFO - Epoch [227][80/999] lr: 2.010e-02, eta: 8:25:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5798, top5_acc: 0.7935, loss_cls: 1.8118, loss: 1.8118, grad_norm: 2.9509 2020-10-08 02:31:40,875 - mmaction - INFO - Epoch [227][100/999] lr: 2.010e-02, eta: 8:24:55, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5736, top5_acc: 0.7878, loss_cls: 1.8557, loss: 1.8557, grad_norm: 3.0170 2020-10-08 02:32:00,932 - mmaction - INFO - Epoch [227][120/999] lr: 2.010e-02, eta: 8:24:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5634, top5_acc: 0.7858, loss_cls: 1.8725, loss: 1.8725, grad_norm: 3.0043 2020-10-08 02:32:21,010 - mmaction - INFO - Epoch [227][140/999] lr: 2.010e-02, eta: 8:24:14, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5773, top5_acc: 0.7876, loss_cls: 1.8416, loss: 1.8416, grad_norm: 2.9731 2020-10-08 02:32:41,100 - mmaction - INFO - Epoch [227][160/999] lr: 2.010e-02, eta: 8:23:54, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5822, top5_acc: 0.7962, loss_cls: 1.8225, loss: 1.8225, grad_norm: 2.9593 2020-10-08 02:33:01,172 - mmaction - INFO - Epoch [227][180/999] lr: 2.010e-02, eta: 8:23:34, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5671, top5_acc: 0.7862, loss_cls: 1.8585, loss: 1.8585, grad_norm: 3.0424 2020-10-08 02:33:21,265 - mmaction - INFO - Epoch [227][200/999] lr: 2.010e-02, eta: 8:23:13, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5733, top5_acc: 0.7982, loss_cls: 1.8339, loss: 1.8339, grad_norm: 3.0120 2020-10-08 02:33:41,319 - mmaction - INFO - Epoch [227][220/999] lr: 2.010e-02, eta: 8:22:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5658, top5_acc: 0.7819, loss_cls: 1.8870, loss: 1.8870, grad_norm: 2.9963 2020-10-08 02:34:01,337 - mmaction - INFO - Epoch [227][240/999] lr: 2.010e-02, eta: 8:22:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7934, loss_cls: 1.8470, loss: 1.8470, grad_norm: 2.9765 2020-10-08 02:34:21,284 - mmaction - INFO - Epoch [227][260/999] lr: 2.010e-02, eta: 8:22:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5822, top5_acc: 0.7866, loss_cls: 1.8544, loss: 1.8544, grad_norm: 2.9824 2020-10-08 02:34:41,465 - mmaction - INFO - Epoch [227][280/999] lr: 2.010e-02, eta: 8:21:52, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.5815, top5_acc: 0.7967, loss_cls: 1.8129, loss: 1.8129, grad_norm: 2.9365 2020-10-08 02:35:01,439 - mmaction - INFO - Epoch [227][300/999] lr: 2.010e-02, eta: 8:21:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5754, top5_acc: 0.7885, loss_cls: 1.8422, loss: 1.8422, grad_norm: 2.9992 2020-10-08 02:35:21,357 - mmaction - INFO - Epoch [227][320/999] lr: 2.010e-02, eta: 8:21:11, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5767, top5_acc: 0.7858, loss_cls: 1.8422, loss: 1.8422, grad_norm: 3.0177 2020-10-08 02:35:41,434 - mmaction - INFO - Epoch [227][340/999] lr: 2.010e-02, eta: 8:20:50, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5836, top5_acc: 0.7962, loss_cls: 1.8104, loss: 1.8104, grad_norm: 2.9756 2020-10-08 02:36:01,442 - mmaction - INFO - Epoch [227][360/999] lr: 2.010e-02, eta: 8:20:30, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5669, top5_acc: 0.7848, loss_cls: 1.8517, loss: 1.8517, grad_norm: 2.9936 2020-10-08 02:36:21,413 - mmaction - INFO - Epoch [227][380/999] lr: 2.010e-02, eta: 8:20:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5803, top5_acc: 0.7884, loss_cls: 1.8727, loss: 1.8727, grad_norm: 2.9716 2020-10-08 02:36:41,472 - mmaction - INFO - Epoch [227][400/999] lr: 2.010e-02, eta: 8:19:49, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5792, top5_acc: 0.7814, loss_cls: 1.8698, loss: 1.8698, grad_norm: 2.9982 2020-10-08 02:37:01,475 - mmaction - INFO - Epoch [227][420/999] lr: 2.010e-02, eta: 8:19:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5684, top5_acc: 0.7879, loss_cls: 1.8724, loss: 1.8724, grad_norm: 2.9871 2020-10-08 02:37:21,402 - mmaction - INFO - Epoch [227][440/999] lr: 2.010e-02, eta: 8:19:08, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5736, top5_acc: 0.7812, loss_cls: 1.8906, loss: 1.8906, grad_norm: 2.9494 2020-10-08 02:37:41,458 - mmaction - INFO - Epoch [227][460/999] lr: 2.010e-02, eta: 8:18:47, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5749, top5_acc: 0.7853, loss_cls: 1.8691, loss: 1.8691, grad_norm: 2.9913 2020-10-08 02:38:01,472 - mmaction - INFO - Epoch [227][480/999] lr: 2.010e-02, eta: 8:18:27, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5799, top5_acc: 0.7872, loss_cls: 1.8378, loss: 1.8378, grad_norm: 2.9686 2020-10-08 02:38:21,381 - mmaction - INFO - Epoch [227][500/999] lr: 2.010e-02, eta: 8:18:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5809, top5_acc: 0.7897, loss_cls: 1.8453, loss: 1.8453, grad_norm: 2.9930 2020-10-08 02:38:41,472 - mmaction - INFO - Epoch [227][520/999] lr: 2.010e-02, eta: 8:17:46, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5740, top5_acc: 0.7934, loss_cls: 1.8527, loss: 1.8527, grad_norm: 2.9793 2020-10-08 02:39:01,518 - mmaction - INFO - Epoch [227][540/999] lr: 2.010e-02, eta: 8:17:26, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5770, top5_acc: 0.7888, loss_cls: 1.8509, loss: 1.8509, grad_norm: 3.0831 2020-10-08 02:39:21,527 - mmaction - INFO - Epoch [227][560/999] lr: 2.010e-02, eta: 8:17:05, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5818, top5_acc: 0.7893, loss_cls: 1.8422, loss: 1.8422, grad_norm: 3.0254 2020-10-08 02:39:41,526 - mmaction - INFO - Epoch [227][580/999] lr: 2.010e-02, eta: 8:16:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5767, top5_acc: 0.7849, loss_cls: 1.8402, loss: 1.8402, grad_norm: 2.9727 2020-10-08 02:40:01,566 - mmaction - INFO - Epoch [227][600/999] lr: 2.010e-02, eta: 8:16:24, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5719, top5_acc: 0.7893, loss_cls: 1.8488, loss: 1.8488, grad_norm: 3.0253 2020-10-08 02:40:21,641 - mmaction - INFO - Epoch [227][620/999] lr: 2.010e-02, eta: 8:16:04, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5693, top5_acc: 0.7852, loss_cls: 1.8796, loss: 1.8796, grad_norm: 3.0203 2020-10-08 02:40:41,677 - mmaction - INFO - Epoch [227][640/999] lr: 2.010e-02, eta: 8:15:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5725, top5_acc: 0.7840, loss_cls: 1.8876, loss: 1.8876, grad_norm: 3.0092 2020-10-08 02:41:01,622 - mmaction - INFO - Epoch [227][660/999] lr: 2.010e-02, eta: 8:15:23, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5710, top5_acc: 0.7833, loss_cls: 1.8824, loss: 1.8824, grad_norm: 3.0325 2020-10-08 02:41:21,568 - mmaction - INFO - Epoch [227][680/999] lr: 2.010e-02, eta: 8:15:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5686, top5_acc: 0.7924, loss_cls: 1.8496, loss: 1.8496, grad_norm: 3.0115 2020-10-08 02:41:41,703 - mmaction - INFO - Epoch [227][700/999] lr: 2.010e-02, eta: 8:14:42, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5811, top5_acc: 0.7958, loss_cls: 1.8181, loss: 1.8181, grad_norm: 2.9907 2020-10-08 02:42:01,749 - mmaction - INFO - Epoch [227][720/999] lr: 2.010e-02, eta: 8:14:22, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5737, top5_acc: 0.7872, loss_cls: 1.8589, loss: 1.8589, grad_norm: 2.9999 2020-10-08 02:42:21,725 - mmaction - INFO - Epoch [227][740/999] lr: 2.010e-02, eta: 8:14:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7806, loss_cls: 1.9151, loss: 1.9151, grad_norm: 3.0209 2020-10-08 02:42:41,758 - mmaction - INFO - Epoch [227][760/999] lr: 2.010e-02, eta: 8:13:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5767, top5_acc: 0.7844, loss_cls: 1.8603, loss: 1.8603, grad_norm: 2.9928 2020-10-08 02:43:01,741 - mmaction - INFO - Epoch [227][780/999] lr: 2.010e-02, eta: 8:13:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5733, top5_acc: 0.7923, loss_cls: 1.8521, loss: 1.8521, grad_norm: 2.9961 2020-10-08 02:43:21,735 - mmaction - INFO - Epoch [227][800/999] lr: 2.010e-02, eta: 8:13:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5819, top5_acc: 0.7977, loss_cls: 1.8200, loss: 1.8200, grad_norm: 3.0174 2020-10-08 02:43:41,682 - mmaction - INFO - Epoch [227][820/999] lr: 2.010e-02, eta: 8:12:40, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5724, top5_acc: 0.7895, loss_cls: 1.8363, loss: 1.8363, grad_norm: 3.0193 2020-10-08 02:44:01,625 - mmaction - INFO - Epoch [227][840/999] lr: 2.010e-02, eta: 8:12:19, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5772, top5_acc: 0.7939, loss_cls: 1.8191, loss: 1.8191, grad_norm: 3.0104 2020-10-08 02:44:21,707 - mmaction - INFO - Epoch [227][860/999] lr: 2.010e-02, eta: 8:11:59, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5697, top5_acc: 0.7840, loss_cls: 1.8877, loss: 1.8877, grad_norm: 2.9994 2020-10-08 02:44:41,684 - mmaction - INFO - Epoch [227][880/999] lr: 2.010e-02, eta: 8:11:38, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5691, top5_acc: 0.7857, loss_cls: 1.8705, loss: 1.8705, grad_norm: 3.0305 2020-10-08 02:45:01,787 - mmaction - INFO - Epoch [227][900/999] lr: 2.010e-02, eta: 8:11:18, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5684, top5_acc: 0.7811, loss_cls: 1.8941, loss: 1.8941, grad_norm: 3.0646 2020-10-08 02:45:21,765 - mmaction - INFO - Epoch [227][920/999] lr: 2.010e-02, eta: 8:10:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8469, loss: 1.8469, grad_norm: 3.0014 2020-10-08 02:45:41,782 - mmaction - INFO - Epoch [227][940/999] lr: 2.010e-02, eta: 8:10:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5724, top5_acc: 0.7904, loss_cls: 1.8453, loss: 1.8453, grad_norm: 3.0076 2020-10-08 02:46:01,888 - mmaction - INFO - Epoch [227][960/999] lr: 2.010e-02, eta: 8:10:17, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5792, top5_acc: 0.7875, loss_cls: 1.8470, loss: 1.8470, grad_norm: 3.0150 2020-10-08 02:46:21,813 - mmaction - INFO - Epoch [227][980/999] lr: 2.010e-02, eta: 8:09:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5727, top5_acc: 0.7801, loss_cls: 1.8863, loss: 1.8863, grad_norm: 3.0084 2020-10-08 02:47:31,104 - mmaction - INFO - Epoch [228][20/999] lr: 1.880e-02, eta: 8:09:23, time: 2.506, data_time: 1.462, memory: 8478, top1_acc: 0.5789, top5_acc: 0.7902, loss_cls: 1.8401, loss: 1.8401, grad_norm: 2.9850 2020-10-08 02:47:50,905 - mmaction - INFO - Epoch [228][40/999] lr: 1.880e-02, eta: 8:09:02, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.5785, top5_acc: 0.7872, loss_cls: 1.8374, loss: 1.8374, grad_norm: 2.9951 2020-10-08 02:48:10,846 - mmaction - INFO - Epoch [228][60/999] lr: 1.880e-02, eta: 8:08:42, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5797, top5_acc: 0.7919, loss_cls: 1.8474, loss: 1.8474, grad_norm: 2.9968 2020-10-08 02:48:30,884 - mmaction - INFO - Epoch [228][80/999] lr: 1.880e-02, eta: 8:08:21, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5785, top5_acc: 0.7919, loss_cls: 1.8179, loss: 1.8179, grad_norm: 2.9758 2020-10-08 02:48:50,997 - mmaction - INFO - Epoch [228][100/999] lr: 1.880e-02, eta: 8:08:01, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5812, top5_acc: 0.7900, loss_cls: 1.8421, loss: 1.8421, grad_norm: 3.0154 2020-10-08 02:49:11,058 - mmaction - INFO - Epoch [228][120/999] lr: 1.880e-02, eta: 8:07:40, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5792, top5_acc: 0.7918, loss_cls: 1.8353, loss: 1.8353, grad_norm: 3.0164 2020-10-08 02:49:31,101 - mmaction - INFO - Epoch [228][140/999] lr: 1.880e-02, eta: 8:07:20, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5845, top5_acc: 0.7984, loss_cls: 1.8148, loss: 1.8148, grad_norm: 3.0092 2020-10-08 02:49:51,245 - mmaction - INFO - Epoch [228][160/999] lr: 1.880e-02, eta: 8:07:00, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5742, top5_acc: 0.7848, loss_cls: 1.8675, loss: 1.8675, grad_norm: 3.0662 2020-10-08 02:50:11,337 - mmaction - INFO - Epoch [228][180/999] lr: 1.880e-02, eta: 8:06:39, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5694, top5_acc: 0.7870, loss_cls: 1.8630, loss: 1.8630, grad_norm: 3.0770 2020-10-08 02:50:31,253 - mmaction - INFO - Epoch [228][200/999] lr: 1.880e-02, eta: 8:06:19, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.5844, top5_acc: 0.7921, loss_cls: 1.8122, loss: 1.8122, grad_norm: 2.9981 2020-10-08 02:50:51,321 - mmaction - INFO - Epoch [228][220/999] lr: 1.880e-02, eta: 8:05:58, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5798, top5_acc: 0.7905, loss_cls: 1.8311, loss: 1.8311, grad_norm: 3.0140 2020-10-08 02:51:11,387 - mmaction - INFO - Epoch [228][240/999] lr: 1.880e-02, eta: 8:05:38, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5772, top5_acc: 0.7840, loss_cls: 1.8456, loss: 1.8456, grad_norm: 3.0025 2020-10-08 02:51:31,401 - mmaction - INFO - Epoch [228][260/999] lr: 1.880e-02, eta: 8:05:17, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5812, top5_acc: 0.7928, loss_cls: 1.8131, loss: 1.8131, grad_norm: 2.9907 2020-10-08 02:51:51,526 - mmaction - INFO - Epoch [228][280/999] lr: 1.880e-02, eta: 8:04:57, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.5790, top5_acc: 0.7849, loss_cls: 1.8672, loss: 1.8672, grad_norm: 3.0396 2020-10-08 02:52:11,548 - mmaction - INFO - Epoch [228][300/999] lr: 1.880e-02, eta: 8:04:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5850, top5_acc: 0.7999, loss_cls: 1.7988, loss: 1.7988, grad_norm: 3.0087 2020-10-08 02:52:31,600 - mmaction - INFO - Epoch [228][320/999] lr: 1.880e-02, eta: 8:04:16, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5882, top5_acc: 0.7953, loss_cls: 1.8017, loss: 1.8017, grad_norm: 2.9942 2020-10-08 02:52:51,699 - mmaction - INFO - Epoch [228][340/999] lr: 1.880e-02, eta: 8:03:56, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5753, top5_acc: 0.7911, loss_cls: 1.8185, loss: 1.8185, grad_norm: 2.9666 2020-10-08 02:53:11,670 - mmaction - INFO - Epoch [228][360/999] lr: 1.880e-02, eta: 8:03:35, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8486, loss: 1.8486, grad_norm: 3.0328 2020-10-08 02:53:31,777 - mmaction - INFO - Epoch [228][380/999] lr: 1.880e-02, eta: 8:03:15, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5771, top5_acc: 0.7932, loss_cls: 1.8327, loss: 1.8327, grad_norm: 3.0577 2020-10-08 02:53:51,749 - mmaction - INFO - Epoch [228][400/999] lr: 1.880e-02, eta: 8:02:55, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5837, top5_acc: 0.7924, loss_cls: 1.8193, loss: 1.8193, grad_norm: 3.0488 2020-10-08 02:54:11,714 - mmaction - INFO - Epoch [228][420/999] lr: 1.880e-02, eta: 8:02:34, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.5872, top5_acc: 0.7966, loss_cls: 1.8021, loss: 1.8021, grad_norm: 3.0663 2020-10-08 02:54:31,697 - mmaction - INFO - Epoch [228][440/999] lr: 1.880e-02, eta: 8:02:14, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5853, top5_acc: 0.7934, loss_cls: 1.7877, loss: 1.7877, grad_norm: 3.0067 2020-10-08 02:54:51,758 - mmaction - INFO - Epoch [228][460/999] lr: 1.880e-02, eta: 8:01:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5698, top5_acc: 0.7807, loss_cls: 1.8656, loss: 1.8656, grad_norm: 3.0588 2020-10-08 02:55:11,783 - mmaction - INFO - Epoch [228][480/999] lr: 1.880e-02, eta: 8:01:33, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5813, top5_acc: 0.7915, loss_cls: 1.8298, loss: 1.8298, grad_norm: 3.0137 2020-10-08 02:55:31,828 - mmaction - INFO - Epoch [228][500/999] lr: 1.880e-02, eta: 8:01:12, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5801, top5_acc: 0.7952, loss_cls: 1.8049, loss: 1.8049, grad_norm: 3.0395 2020-10-08 02:55:51,879 - mmaction - INFO - Epoch [228][520/999] lr: 1.880e-02, eta: 8:00:52, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5751, top5_acc: 0.7824, loss_cls: 1.8570, loss: 1.8570, grad_norm: 3.0193 2020-10-08 02:56:11,902 - mmaction - INFO - Epoch [228][540/999] lr: 1.880e-02, eta: 8:00:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5828, top5_acc: 0.7846, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.0401 2020-10-08 02:56:31,952 - mmaction - INFO - Epoch [228][560/999] lr: 1.880e-02, eta: 8:00:11, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5875, top5_acc: 0.7854, loss_cls: 1.8528, loss: 1.8528, grad_norm: 3.0179 2020-10-08 02:56:51,895 - mmaction - INFO - Epoch [228][580/999] lr: 1.880e-02, eta: 7:59:51, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5819, top5_acc: 0.7935, loss_cls: 1.8202, loss: 1.8202, grad_norm: 3.0280 2020-10-08 02:57:12,074 - mmaction - INFO - Epoch [228][600/999] lr: 1.880e-02, eta: 7:59:30, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.5716, top5_acc: 0.7844, loss_cls: 1.8695, loss: 1.8695, grad_norm: 3.0594 2020-10-08 02:57:32,096 - mmaction - INFO - Epoch [228][620/999] lr: 1.880e-02, eta: 7:59:10, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5819, top5_acc: 0.7930, loss_cls: 1.8224, loss: 1.8224, grad_norm: 3.0513 2020-10-08 02:57:52,101 - mmaction - INFO - Epoch [228][640/999] lr: 1.880e-02, eta: 7:58:49, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5915, top5_acc: 0.7958, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.0208 2020-10-08 02:58:12,200 - mmaction - INFO - Epoch [228][660/999] lr: 1.880e-02, eta: 7:58:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5805, top5_acc: 0.7901, loss_cls: 1.8403, loss: 1.8403, grad_norm: 3.0322 2020-10-08 02:58:32,161 - mmaction - INFO - Epoch [228][680/999] lr: 1.880e-02, eta: 7:58:09, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5883, top5_acc: 0.7980, loss_cls: 1.8074, loss: 1.8074, grad_norm: 3.0473 2020-10-08 02:58:52,283 - mmaction - INFO - Epoch [228][700/999] lr: 1.880e-02, eta: 7:57:48, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.5732, top5_acc: 0.7865, loss_cls: 1.8608, loss: 1.8608, grad_norm: 3.0395 2020-10-08 02:59:12,286 - mmaction - INFO - Epoch [228][720/999] lr: 1.880e-02, eta: 7:57:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5773, top5_acc: 0.7866, loss_cls: 1.8445, loss: 1.8445, grad_norm: 3.0535 2020-10-08 02:59:32,347 - mmaction - INFO - Epoch [228][740/999] lr: 1.880e-02, eta: 7:57:07, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5734, top5_acc: 0.7905, loss_cls: 1.8516, loss: 1.8516, grad_norm: 3.0204 2020-10-08 02:59:52,325 - mmaction - INFO - Epoch [228][760/999] lr: 1.880e-02, eta: 7:56:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5757, top5_acc: 0.7938, loss_cls: 1.8240, loss: 1.8240, grad_norm: 3.0544 2020-10-08 03:00:14,441 - mmaction - INFO - Epoch [228][780/999] lr: 1.880e-02, eta: 7:56:28, time: 1.106, data_time: 0.003, memory: 8478, top1_acc: 0.5698, top5_acc: 0.7827, loss_cls: 1.8766, loss: 1.8766, grad_norm: 3.0727 2020-10-08 03:00:34,443 - mmaction - INFO - Epoch [228][800/999] lr: 1.880e-02, eta: 7:56:07, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5728, top5_acc: 0.7872, loss_cls: 1.8646, loss: 1.8646, grad_norm: 3.0206 2020-10-08 03:00:54,370 - mmaction - INFO - Epoch [228][820/999] lr: 1.880e-02, eta: 7:55:47, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5789, top5_acc: 0.7930, loss_cls: 1.8374, loss: 1.8374, grad_norm: 3.0511 2020-10-08 03:01:14,531 - mmaction - INFO - Epoch [228][840/999] lr: 1.880e-02, eta: 7:55:26, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.5695, top5_acc: 0.7819, loss_cls: 1.8727, loss: 1.8727, grad_norm: 3.1113 2020-10-08 03:01:34,482 - mmaction - INFO - Epoch [228][860/999] lr: 1.880e-02, eta: 7:55:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5740, top5_acc: 0.7874, loss_cls: 1.8583, loss: 1.8583, grad_norm: 3.0310 2020-10-08 03:01:54,473 - mmaction - INFO - Epoch [228][880/999] lr: 1.880e-02, eta: 7:54:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5693, top5_acc: 0.7866, loss_cls: 1.8485, loss: 1.8485, grad_norm: 3.0250 2020-10-08 03:02:14,445 - mmaction - INFO - Epoch [228][900/999] lr: 1.880e-02, eta: 7:54:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5729, top5_acc: 0.7926, loss_cls: 1.8362, loss: 1.8362, grad_norm: 3.0488 2020-10-08 03:02:34,494 - mmaction - INFO - Epoch [228][920/999] lr: 1.880e-02, eta: 7:54:05, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5816, top5_acc: 0.7962, loss_cls: 1.8048, loss: 1.8048, grad_norm: 3.0502 2020-10-08 03:02:54,391 - mmaction - INFO - Epoch [228][940/999] lr: 1.880e-02, eta: 7:53:44, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.5811, top5_acc: 0.7935, loss_cls: 1.8006, loss: 1.8006, grad_norm: 3.0396 2020-10-08 03:03:14,450 - mmaction - INFO - Epoch [228][960/999] lr: 1.880e-02, eta: 7:53:24, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5836, top5_acc: 0.7934, loss_cls: 1.8314, loss: 1.8314, grad_norm: 3.0741 2020-10-08 03:03:34,469 - mmaction - INFO - Epoch [228][980/999] lr: 1.880e-02, eta: 7:53:03, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5839, top5_acc: 0.7957, loss_cls: 1.7967, loss: 1.7967, grad_norm: 3.0462 2020-10-08 03:04:48,016 - mmaction - INFO - Epoch [229][20/999] lr: 1.754e-02, eta: 7:52:31, time: 2.641, data_time: 1.557, memory: 8478, top1_acc: 0.5850, top5_acc: 0.7943, loss_cls: 1.8068, loss: 1.8068, grad_norm: 3.0647 2020-10-08 03:05:07,716 - mmaction - INFO - Epoch [229][40/999] lr: 1.754e-02, eta: 7:52:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.5880, top5_acc: 0.7937, loss_cls: 1.7958, loss: 1.7958, grad_norm: 3.0743 2020-10-08 03:05:27,614 - mmaction - INFO - Epoch [229][60/999] lr: 1.754e-02, eta: 7:51:50, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.5829, top5_acc: 0.7980, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.0793 2020-10-08 03:05:47,582 - mmaction - INFO - Epoch [229][80/999] lr: 1.754e-02, eta: 7:51:29, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5736, top5_acc: 0.7854, loss_cls: 1.8439, loss: 1.8439, grad_norm: 3.0836 2020-10-08 03:06:07,611 - mmaction - INFO - Epoch [229][100/999] lr: 1.754e-02, eta: 7:51:09, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5918, top5_acc: 0.8061, loss_cls: 1.7541, loss: 1.7541, grad_norm: 2.9927 2020-10-08 03:06:27,585 - mmaction - INFO - Epoch [229][120/999] lr: 1.754e-02, eta: 7:50:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5822, top5_acc: 0.7930, loss_cls: 1.8315, loss: 1.8315, grad_norm: 3.0919 2020-10-08 03:06:47,668 - mmaction - INFO - Epoch [229][140/999] lr: 1.754e-02, eta: 7:50:28, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5833, top5_acc: 0.7889, loss_cls: 1.8553, loss: 1.8553, grad_norm: 3.1244 2020-10-08 03:07:07,673 - mmaction - INFO - Epoch [229][160/999] lr: 1.754e-02, eta: 7:50:08, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5807, top5_acc: 0.7971, loss_cls: 1.8084, loss: 1.8084, grad_norm: 3.0809 2020-10-08 03:07:27,728 - mmaction - INFO - Epoch [229][180/999] lr: 1.754e-02, eta: 7:49:47, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5776, top5_acc: 0.7928, loss_cls: 1.8261, loss: 1.8261, grad_norm: 3.0534 2020-10-08 03:07:47,694 - mmaction - INFO - Epoch [229][200/999] lr: 1.754e-02, eta: 7:49:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5931, top5_acc: 0.8044, loss_cls: 1.7601, loss: 1.7601, grad_norm: 3.0361 2020-10-08 03:08:07,693 - mmaction - INFO - Epoch [229][220/999] lr: 1.754e-02, eta: 7:49:06, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5854, top5_acc: 0.7960, loss_cls: 1.8048, loss: 1.8048, grad_norm: 3.0628 2020-10-08 03:08:27,942 - mmaction - INFO - Epoch [229][240/999] lr: 1.754e-02, eta: 7:48:46, time: 1.012, data_time: 0.002, memory: 8478, top1_acc: 0.5806, top5_acc: 0.7965, loss_cls: 1.8364, loss: 1.8364, grad_norm: 3.0840 2020-10-08 03:08:48,027 - mmaction - INFO - Epoch [229][260/999] lr: 1.754e-02, eta: 7:48:26, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5857, top5_acc: 0.7951, loss_cls: 1.7944, loss: 1.7944, grad_norm: 3.0680 2020-10-08 03:09:08,019 - mmaction - INFO - Epoch [229][280/999] lr: 1.754e-02, eta: 7:48:05, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5803, top5_acc: 0.7870, loss_cls: 1.8268, loss: 1.8268, grad_norm: 3.0698 2020-10-08 03:09:28,153 - mmaction - INFO - Epoch [229][300/999] lr: 1.754e-02, eta: 7:47:45, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5777, top5_acc: 0.7908, loss_cls: 1.8329, loss: 1.8329, grad_norm: 3.0120 2020-10-08 03:09:48,118 - mmaction - INFO - Epoch [229][320/999] lr: 1.754e-02, eta: 7:47:24, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5835, top5_acc: 0.7880, loss_cls: 1.8347, loss: 1.8347, grad_norm: 3.1113 2020-10-08 03:10:08,046 - mmaction - INFO - Epoch [229][340/999] lr: 1.754e-02, eta: 7:47:04, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.5859, top5_acc: 0.7948, loss_cls: 1.8144, loss: 1.8144, grad_norm: 3.1021 2020-10-08 03:10:28,229 - mmaction - INFO - Epoch [229][360/999] lr: 1.754e-02, eta: 7:46:44, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.5923, top5_acc: 0.7983, loss_cls: 1.7823, loss: 1.7823, grad_norm: 3.0867 2020-10-08 03:10:48,318 - mmaction - INFO - Epoch [229][380/999] lr: 1.754e-02, eta: 7:46:23, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5924, top5_acc: 0.7996, loss_cls: 1.7646, loss: 1.7646, grad_norm: 3.0374 2020-10-08 03:11:08,362 - mmaction - INFO - Epoch [229][400/999] lr: 1.754e-02, eta: 7:46:03, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.5909, top5_acc: 0.7931, loss_cls: 1.7862, loss: 1.7862, grad_norm: 3.0524 2020-10-08 03:11:28,350 - mmaction - INFO - Epoch [229][420/999] lr: 1.754e-02, eta: 7:45:42, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5740, top5_acc: 0.7908, loss_cls: 1.8307, loss: 1.8307, grad_norm: 3.0781 2020-10-08 03:11:48,545 - mmaction - INFO - Epoch [229][440/999] lr: 1.754e-02, eta: 7:45:22, time: 1.011, data_time: 0.002, memory: 8478, top1_acc: 0.5805, top5_acc: 0.7871, loss_cls: 1.8371, loss: 1.8371, grad_norm: 3.0889 2020-10-08 03:12:08,609 - mmaction - INFO - Epoch [229][460/999] lr: 1.754e-02, eta: 7:45:02, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5809, top5_acc: 0.7872, loss_cls: 1.8386, loss: 1.8386, grad_norm: 3.0601 2020-10-08 03:12:28,639 - mmaction - INFO - Epoch [229][480/999] lr: 1.754e-02, eta: 7:44:41, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5717, top5_acc: 0.7927, loss_cls: 1.8317, loss: 1.8317, grad_norm: 3.0944 2020-10-08 03:12:48,607 - mmaction - INFO - Epoch [229][500/999] lr: 1.754e-02, eta: 7:44:21, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5816, top5_acc: 0.7908, loss_cls: 1.8037, loss: 1.8037, grad_norm: 3.0499 2020-10-08 03:13:08,604 - mmaction - INFO - Epoch [229][520/999] lr: 1.754e-02, eta: 7:44:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5793, top5_acc: 0.7866, loss_cls: 1.8398, loss: 1.8398, grad_norm: 3.1118 2020-10-08 03:13:28,506 - mmaction - INFO - Epoch [229][540/999] lr: 1.754e-02, eta: 7:43:40, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5736, top5_acc: 0.7992, loss_cls: 1.7980, loss: 1.7980, grad_norm: 3.1234 2020-10-08 03:13:48,520 - mmaction - INFO - Epoch [229][560/999] lr: 1.754e-02, eta: 7:43:19, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5895, top5_acc: 0.7958, loss_cls: 1.8113, loss: 1.8113, grad_norm: 3.1037 2020-10-08 03:14:08,530 - mmaction - INFO - Epoch [229][580/999] lr: 1.754e-02, eta: 7:42:59, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5788, top5_acc: 0.7940, loss_cls: 1.8199, loss: 1.8199, grad_norm: 3.0877 2020-10-08 03:14:28,528 - mmaction - INFO - Epoch [229][600/999] lr: 1.754e-02, eta: 7:42:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5882, top5_acc: 0.8018, loss_cls: 1.7763, loss: 1.7763, grad_norm: 3.0355 2020-10-08 03:14:48,467 - mmaction - INFO - Epoch [229][620/999] lr: 1.754e-02, eta: 7:42:18, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5876, top5_acc: 0.7891, loss_cls: 1.8269, loss: 1.8269, grad_norm: 3.0331 2020-10-08 03:15:08,394 - mmaction - INFO - Epoch [229][640/999] lr: 1.754e-02, eta: 7:41:58, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5827, top5_acc: 0.7938, loss_cls: 1.8282, loss: 1.8282, grad_norm: 3.0568 2020-10-08 03:15:28,451 - mmaction - INFO - Epoch [229][660/999] lr: 1.754e-02, eta: 7:41:37, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5711, top5_acc: 0.7801, loss_cls: 1.8687, loss: 1.8687, grad_norm: 3.1113 2020-10-08 03:15:48,402 - mmaction - INFO - Epoch [229][680/999] lr: 1.754e-02, eta: 7:41:17, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5815, top5_acc: 0.7918, loss_cls: 1.8355, loss: 1.8355, grad_norm: 3.1120 2020-10-08 03:16:08,483 - mmaction - INFO - Epoch [229][700/999] lr: 1.754e-02, eta: 7:40:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5861, top5_acc: 0.7872, loss_cls: 1.8292, loss: 1.8292, grad_norm: 3.0763 2020-10-08 03:16:28,599 - mmaction - INFO - Epoch [229][720/999] lr: 1.754e-02, eta: 7:40:36, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5835, top5_acc: 0.7922, loss_cls: 1.8143, loss: 1.8143, grad_norm: 3.0800 2020-10-08 03:16:48,623 - mmaction - INFO - Epoch [229][740/999] lr: 1.754e-02, eta: 7:40:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5750, top5_acc: 0.7832, loss_cls: 1.8768, loss: 1.8768, grad_norm: 3.1069 2020-10-08 03:17:08,680 - mmaction - INFO - Epoch [229][760/999] lr: 1.754e-02, eta: 7:39:55, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5882, top5_acc: 0.7876, loss_cls: 1.8180, loss: 1.8180, grad_norm: 3.0409 2020-10-08 03:17:28,664 - mmaction - INFO - Epoch [229][780/999] lr: 1.754e-02, eta: 7:39:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5793, top5_acc: 0.7923, loss_cls: 1.8300, loss: 1.8300, grad_norm: 3.1107 2020-10-08 03:17:48,684 - mmaction - INFO - Epoch [229][800/999] lr: 1.754e-02, eta: 7:39:14, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5755, top5_acc: 0.7927, loss_cls: 1.8388, loss: 1.8388, grad_norm: 3.1179 2020-10-08 03:18:08,692 - mmaction - INFO - Epoch [229][820/999] lr: 1.754e-02, eta: 7:38:54, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5857, top5_acc: 0.7951, loss_cls: 1.8243, loss: 1.8243, grad_norm: 3.0647 2020-10-08 03:18:28,758 - mmaction - INFO - Epoch [229][840/999] lr: 1.754e-02, eta: 7:38:34, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5922, top5_acc: 0.7987, loss_cls: 1.7719, loss: 1.7719, grad_norm: 3.0423 2020-10-08 03:18:48,800 - mmaction - INFO - Epoch [229][860/999] lr: 1.754e-02, eta: 7:38:13, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5762, top5_acc: 0.7837, loss_cls: 1.8557, loss: 1.8557, grad_norm: 3.1556 2020-10-08 03:19:08,799 - mmaction - INFO - Epoch [229][880/999] lr: 1.754e-02, eta: 7:37:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5822, top5_acc: 0.7953, loss_cls: 1.7921, loss: 1.7921, grad_norm: 3.0197 2020-10-08 03:19:28,822 - mmaction - INFO - Epoch [229][900/999] lr: 1.754e-02, eta: 7:37:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5780, top5_acc: 0.7893, loss_cls: 1.8448, loss: 1.8448, grad_norm: 3.0999 2020-10-08 03:19:48,825 - mmaction - INFO - Epoch [229][920/999] lr: 1.754e-02, eta: 7:37:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5797, top5_acc: 0.7853, loss_cls: 1.8406, loss: 1.8406, grad_norm: 3.1042 2020-10-08 03:20:08,897 - mmaction - INFO - Epoch [229][940/999] lr: 1.754e-02, eta: 7:36:52, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5835, top5_acc: 0.7883, loss_cls: 1.8286, loss: 1.8286, grad_norm: 3.1476 2020-10-08 03:20:28,949 - mmaction - INFO - Epoch [229][960/999] lr: 1.754e-02, eta: 7:36:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5753, top5_acc: 0.7917, loss_cls: 1.8400, loss: 1.8400, grad_norm: 3.0929 2020-10-08 03:20:48,926 - mmaction - INFO - Epoch [229][980/999] lr: 1.754e-02, eta: 7:36:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5810, top5_acc: 0.7919, loss_cls: 1.8118, loss: 1.8118, grad_norm: 3.0766 2020-10-08 03:21:57,855 - mmaction - INFO - Epoch [230][20/999] lr: 1.632e-02, eta: 7:35:36, time: 2.487, data_time: 1.350, memory: 8478, top1_acc: 0.5850, top5_acc: 0.7982, loss_cls: 1.7812, loss: 1.7812, grad_norm: 3.1027 2020-10-08 03:22:17,569 - mmaction - INFO - Epoch [230][40/999] lr: 1.632e-02, eta: 7:35:16, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.5926, top5_acc: 0.8053, loss_cls: 1.7554, loss: 1.7554, grad_norm: 3.1016 2020-10-08 03:22:37,329 - mmaction - INFO - Epoch [230][60/999] lr: 1.632e-02, eta: 7:34:55, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.5861, top5_acc: 0.7990, loss_cls: 1.8032, loss: 1.8032, grad_norm: 3.0920 2020-10-08 03:22:57,350 - mmaction - INFO - Epoch [230][80/999] lr: 1.632e-02, eta: 7:34:35, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5905, top5_acc: 0.8009, loss_cls: 1.7711, loss: 1.7711, grad_norm: 3.0935 2020-10-08 03:23:17,338 - mmaction - INFO - Epoch [230][100/999] lr: 1.632e-02, eta: 7:34:14, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.8015, loss: 1.8015, grad_norm: 3.1671 2020-10-08 03:23:37,484 - mmaction - INFO - Epoch [230][120/999] lr: 1.632e-02, eta: 7:33:54, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5836, top5_acc: 0.7979, loss_cls: 1.8108, loss: 1.8108, grad_norm: 3.0640 2020-10-08 03:23:57,472 - mmaction - INFO - Epoch [230][140/999] lr: 1.632e-02, eta: 7:33:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5840, top5_acc: 0.7887, loss_cls: 1.8132, loss: 1.8132, grad_norm: 3.1379 2020-10-08 03:24:17,473 - mmaction - INFO - Epoch [230][160/999] lr: 1.632e-02, eta: 7:33:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5902, top5_acc: 0.8040, loss_cls: 1.7915, loss: 1.7915, grad_norm: 3.1228 2020-10-08 03:24:37,537 - mmaction - INFO - Epoch [230][180/999] lr: 1.632e-02, eta: 7:32:53, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5943, top5_acc: 0.8043, loss_cls: 1.7652, loss: 1.7652, grad_norm: 3.0663 2020-10-08 03:24:57,638 - mmaction - INFO - Epoch [230][200/999] lr: 1.632e-02, eta: 7:32:32, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5840, top5_acc: 0.8036, loss_cls: 1.7923, loss: 1.7923, grad_norm: 3.1311 2020-10-08 03:25:17,632 - mmaction - INFO - Epoch [230][220/999] lr: 1.632e-02, eta: 7:32:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5888, top5_acc: 0.8042, loss_cls: 1.7646, loss: 1.7646, grad_norm: 3.1321 2020-10-08 03:25:37,582 - mmaction - INFO - Epoch [230][240/999] lr: 1.632e-02, eta: 7:31:51, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5919, top5_acc: 0.7971, loss_cls: 1.7785, loss: 1.7785, grad_norm: 3.1023 2020-10-08 03:25:57,625 - mmaction - INFO - Epoch [230][260/999] lr: 1.632e-02, eta: 7:31:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5823, top5_acc: 0.7987, loss_cls: 1.7915, loss: 1.7915, grad_norm: 3.1208 2020-10-08 03:26:17,651 - mmaction - INFO - Epoch [230][280/999] lr: 1.632e-02, eta: 7:31:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5793, top5_acc: 0.7891, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.1654 2020-10-08 03:26:37,727 - mmaction - INFO - Epoch [230][300/999] lr: 1.632e-02, eta: 7:30:50, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5801, top5_acc: 0.7924, loss_cls: 1.8193, loss: 1.8193, grad_norm: 3.1235 2020-10-08 03:26:57,772 - mmaction - INFO - Epoch [230][320/999] lr: 1.632e-02, eta: 7:30:30, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5951, top5_acc: 0.8021, loss_cls: 1.7807, loss: 1.7807, grad_norm: 3.1684 2020-10-08 03:27:17,848 - mmaction - INFO - Epoch [230][340/999] lr: 1.632e-02, eta: 7:30:09, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5927, top5_acc: 0.8018, loss_cls: 1.7577, loss: 1.7577, grad_norm: 3.0646 2020-10-08 03:27:37,866 - mmaction - INFO - Epoch [230][360/999] lr: 1.632e-02, eta: 7:29:49, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5978, top5_acc: 0.8082, loss_cls: 1.7396, loss: 1.7396, grad_norm: 3.0794 2020-10-08 03:27:58,009 - mmaction - INFO - Epoch [230][380/999] lr: 1.632e-02, eta: 7:29:29, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.5842, top5_acc: 0.7964, loss_cls: 1.8091, loss: 1.8091, grad_norm: 3.1598 2020-10-08 03:28:17,899 - mmaction - INFO - Epoch [230][400/999] lr: 1.632e-02, eta: 7:29:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.5840, top5_acc: 0.7944, loss_cls: 1.7977, loss: 1.7977, grad_norm: 3.1751 2020-10-08 03:28:37,989 - mmaction - INFO - Epoch [230][420/999] lr: 1.632e-02, eta: 7:28:48, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.5971, top5_acc: 0.7982, loss_cls: 1.7714, loss: 1.7714, grad_norm: 3.0909 2020-10-08 03:28:58,149 - mmaction - INFO - Epoch [230][440/999] lr: 1.632e-02, eta: 7:28:28, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5909, top5_acc: 0.7979, loss_cls: 1.7681, loss: 1.7681, grad_norm: 3.1168 2020-10-08 03:29:18,148 - mmaction - INFO - Epoch [230][460/999] lr: 1.632e-02, eta: 7:28:07, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.5829, top5_acc: 0.7948, loss_cls: 1.8035, loss: 1.8035, grad_norm: 3.1225 2020-10-08 03:29:38,283 - mmaction - INFO - Epoch [230][480/999] lr: 1.632e-02, eta: 7:27:47, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5861, top5_acc: 0.7866, loss_cls: 1.8448, loss: 1.8448, grad_norm: 3.1126 2020-10-08 03:29:58,276 - mmaction - INFO - Epoch [230][500/999] lr: 1.632e-02, eta: 7:27:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5822, top5_acc: 0.7880, loss_cls: 1.8063, loss: 1.8063, grad_norm: 3.1083 2020-10-08 03:30:19,279 - mmaction - INFO - Epoch [230][520/999] lr: 1.632e-02, eta: 7:27:06, time: 1.050, data_time: 0.002, memory: 8478, top1_acc: 0.5868, top5_acc: 0.7975, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.1381 2020-10-08 03:30:39,421 - mmaction - INFO - Epoch [230][540/999] lr: 1.632e-02, eta: 7:26:46, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5855, top5_acc: 0.7952, loss_cls: 1.7834, loss: 1.7834, grad_norm: 3.0784 2020-10-08 03:30:59,482 - mmaction - INFO - Epoch [230][560/999] lr: 1.632e-02, eta: 7:26:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5861, top5_acc: 0.7953, loss_cls: 1.7921, loss: 1.7921, grad_norm: 3.0882 2020-10-08 03:31:19,586 - mmaction - INFO - Epoch [230][580/999] lr: 1.632e-02, eta: 7:26:05, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5783, top5_acc: 0.7892, loss_cls: 1.8262, loss: 1.8262, grad_norm: 3.1787 2020-10-08 03:31:39,638 - mmaction - INFO - Epoch [230][600/999] lr: 1.632e-02, eta: 7:25:45, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5876, top5_acc: 0.7906, loss_cls: 1.8022, loss: 1.8022, grad_norm: 3.1280 2020-10-08 03:31:59,663 - mmaction - INFO - Epoch [230][620/999] lr: 1.632e-02, eta: 7:25:24, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5858, top5_acc: 0.7954, loss_cls: 1.8209, loss: 1.8209, grad_norm: 3.1701 2020-10-08 03:32:19,762 - mmaction - INFO - Epoch [230][640/999] lr: 1.632e-02, eta: 7:25:04, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5915, top5_acc: 0.8018, loss_cls: 1.7622, loss: 1.7622, grad_norm: 3.0775 2020-10-08 03:32:39,884 - mmaction - INFO - Epoch [230][660/999] lr: 1.632e-02, eta: 7:24:44, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5837, top5_acc: 0.7906, loss_cls: 1.8331, loss: 1.8331, grad_norm: 3.1990 2020-10-08 03:32:59,984 - mmaction - INFO - Epoch [230][680/999] lr: 1.632e-02, eta: 7:24:23, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5835, top5_acc: 0.7973, loss_cls: 1.7934, loss: 1.7934, grad_norm: 3.1071 2020-10-08 03:33:20,034 - mmaction - INFO - Epoch [230][700/999] lr: 1.632e-02, eta: 7:24:03, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.5842, top5_acc: 0.7970, loss_cls: 1.8053, loss: 1.8053, grad_norm: 3.1048 2020-10-08 03:33:40,161 - mmaction - INFO - Epoch [230][720/999] lr: 1.632e-02, eta: 7:23:43, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.5855, top5_acc: 0.7947, loss_cls: 1.8008, loss: 1.8008, grad_norm: 3.0909 2020-10-08 03:34:00,302 - mmaction - INFO - Epoch [230][740/999] lr: 1.632e-02, eta: 7:23:22, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.5893, top5_acc: 0.7983, loss_cls: 1.7910, loss: 1.7910, grad_norm: 3.1660 2020-10-08 03:34:20,363 - mmaction - INFO - Epoch [230][760/999] lr: 1.632e-02, eta: 7:23:02, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5855, top5_acc: 0.7953, loss_cls: 1.8095, loss: 1.8095, grad_norm: 3.1461 2020-10-08 03:34:40,395 - mmaction - INFO - Epoch [230][780/999] lr: 1.632e-02, eta: 7:22:41, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5866, top5_acc: 0.8013, loss_cls: 1.7857, loss: 1.7857, grad_norm: 3.1710 2020-10-08 03:35:00,483 - mmaction - INFO - Epoch [230][800/999] lr: 1.632e-02, eta: 7:22:21, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5806, top5_acc: 0.7924, loss_cls: 1.8220, loss: 1.8220, grad_norm: 3.1451 2020-10-08 03:35:20,441 - mmaction - INFO - Epoch [230][820/999] lr: 1.632e-02, eta: 7:22:01, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.5818, top5_acc: 0.7931, loss_cls: 1.8005, loss: 1.8005, grad_norm: 3.1359 2020-10-08 03:35:40,494 - mmaction - INFO - Epoch [230][840/999] lr: 1.632e-02, eta: 7:21:40, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5889, top5_acc: 0.7982, loss_cls: 1.7859, loss: 1.7859, grad_norm: 3.0975 2020-10-08 03:36:00,655 - mmaction - INFO - Epoch [230][860/999] lr: 1.632e-02, eta: 7:21:20, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.5789, top5_acc: 0.7948, loss_cls: 1.8073, loss: 1.8073, grad_norm: 3.1557 2020-10-08 03:36:20,736 - mmaction - INFO - Epoch [230][880/999] lr: 1.632e-02, eta: 7:21:00, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5875, top5_acc: 0.7947, loss_cls: 1.7844, loss: 1.7844, grad_norm: 3.0929 2020-10-08 03:36:40,752 - mmaction - INFO - Epoch [230][900/999] lr: 1.632e-02, eta: 7:20:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5991, top5_acc: 0.8009, loss_cls: 1.7778, loss: 1.7778, grad_norm: 3.0907 2020-10-08 03:37:01,016 - mmaction - INFO - Epoch [230][920/999] lr: 1.632e-02, eta: 7:20:19, time: 1.013, data_time: 0.002, memory: 8478, top1_acc: 0.5853, top5_acc: 0.7931, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.1635 2020-10-08 03:37:21,014 - mmaction - INFO - Epoch [230][940/999] lr: 1.632e-02, eta: 7:19:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5708, top5_acc: 0.7841, loss_cls: 1.8518, loss: 1.8518, grad_norm: 3.1967 2020-10-08 03:37:41,092 - mmaction - INFO - Epoch [230][960/999] lr: 1.632e-02, eta: 7:19:38, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5897, top5_acc: 0.8000, loss_cls: 1.7925, loss: 1.7925, grad_norm: 3.1279 2020-10-08 03:38:01,127 - mmaction - INFO - Epoch [230][980/999] lr: 1.632e-02, eta: 7:19:18, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5865, top5_acc: 0.7962, loss_cls: 1.8148, loss: 1.8148, grad_norm: 3.1375 2020-10-08 03:39:10,111 - mmaction - INFO - Epoch [231][20/999] lr: 1.514e-02, eta: 7:18:43, time: 2.483, data_time: 1.430, memory: 8478, top1_acc: 0.5852, top5_acc: 0.7990, loss_cls: 1.7914, loss: 1.7914, grad_norm: 3.1918 2020-10-08 03:39:29,770 - mmaction - INFO - Epoch [231][40/999] lr: 1.514e-02, eta: 7:18:22, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.6065, top5_acc: 0.8100, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.0711 2020-10-08 03:39:49,734 - mmaction - INFO - Epoch [231][60/999] lr: 1.514e-02, eta: 7:18:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5868, top5_acc: 0.7970, loss_cls: 1.7870, loss: 1.7870, grad_norm: 3.1713 2020-10-08 03:40:09,791 - mmaction - INFO - Epoch [231][80/999] lr: 1.514e-02, eta: 7:17:42, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.5943, top5_acc: 0.7952, loss_cls: 1.7810, loss: 1.7810, grad_norm: 3.1436 2020-10-08 03:40:29,945 - mmaction - INFO - Epoch [231][100/999] lr: 1.514e-02, eta: 7:17:21, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.5826, top5_acc: 0.7935, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.2202 2020-10-08 03:40:50,088 - mmaction - INFO - Epoch [231][120/999] lr: 1.514e-02, eta: 7:17:01, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5993, top5_acc: 0.7957, loss_cls: 1.7845, loss: 1.7845, grad_norm: 3.1227 2020-10-08 03:41:10,242 - mmaction - INFO - Epoch [231][140/999] lr: 1.514e-02, eta: 7:16:40, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5918, top5_acc: 0.7971, loss_cls: 1.7756, loss: 1.7756, grad_norm: 3.1383 2020-10-08 03:41:30,331 - mmaction - INFO - Epoch [231][160/999] lr: 1.514e-02, eta: 7:16:20, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5973, top5_acc: 0.7997, loss_cls: 1.7606, loss: 1.7606, grad_norm: 3.1448 2020-10-08 03:41:50,393 - mmaction - INFO - Epoch [231][180/999] lr: 1.514e-02, eta: 7:16:00, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5882, top5_acc: 0.7969, loss_cls: 1.8060, loss: 1.8060, grad_norm: 3.1862 2020-10-08 03:42:10,572 - mmaction - INFO - Epoch [231][200/999] lr: 1.514e-02, eta: 7:15:39, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.5895, top5_acc: 0.7874, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.1753 2020-10-08 03:42:30,645 - mmaction - INFO - Epoch [231][220/999] lr: 1.514e-02, eta: 7:15:19, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5979, top5_acc: 0.8036, loss_cls: 1.7589, loss: 1.7589, grad_norm: 3.1443 2020-10-08 03:42:50,819 - mmaction - INFO - Epoch [231][240/999] lr: 1.514e-02, eta: 7:14:59, time: 1.010, data_time: 0.001, memory: 8478, top1_acc: 0.5875, top5_acc: 0.7991, loss_cls: 1.7839, loss: 1.7839, grad_norm: 3.1796 2020-10-08 03:43:10,905 - mmaction - INFO - Epoch [231][260/999] lr: 1.514e-02, eta: 7:14:38, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.5870, top5_acc: 0.7960, loss_cls: 1.7952, loss: 1.7952, grad_norm: 3.1591 2020-10-08 03:43:31,051 - mmaction - INFO - Epoch [231][280/999] lr: 1.514e-02, eta: 7:14:18, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5844, top5_acc: 0.7995, loss_cls: 1.7800, loss: 1.7800, grad_norm: 3.2130 2020-10-08 03:43:51,214 - mmaction - INFO - Epoch [231][300/999] lr: 1.514e-02, eta: 7:13:58, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.5999, top5_acc: 0.7978, loss_cls: 1.7338, loss: 1.7338, grad_norm: 3.1260 2020-10-08 03:44:11,252 - mmaction - INFO - Epoch [231][320/999] lr: 1.514e-02, eta: 7:13:37, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5905, top5_acc: 0.7978, loss_cls: 1.7708, loss: 1.7708, grad_norm: 3.1706 2020-10-08 03:44:31,359 - mmaction - INFO - Epoch [231][340/999] lr: 1.514e-02, eta: 7:13:17, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.5824, top5_acc: 0.7917, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.1944 2020-10-08 03:44:51,479 - mmaction - INFO - Epoch [231][360/999] lr: 1.514e-02, eta: 7:12:56, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5954, top5_acc: 0.8038, loss_cls: 1.7564, loss: 1.7564, grad_norm: 3.1464 2020-10-08 03:45:11,500 - mmaction - INFO - Epoch [231][380/999] lr: 1.514e-02, eta: 7:12:36, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5893, top5_acc: 0.7962, loss_cls: 1.7824, loss: 1.7824, grad_norm: 3.1253 2020-10-08 03:45:31,624 - mmaction - INFO - Epoch [231][400/999] lr: 1.514e-02, eta: 7:12:16, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5913, top5_acc: 0.8040, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.0998 2020-10-08 03:45:51,645 - mmaction - INFO - Epoch [231][420/999] lr: 1.514e-02, eta: 7:11:55, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5993, top5_acc: 0.8004, loss_cls: 1.7411, loss: 1.7411, grad_norm: 3.0836 2020-10-08 03:46:11,609 - mmaction - INFO - Epoch [231][440/999] lr: 1.514e-02, eta: 7:11:35, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5865, top5_acc: 0.7906, loss_cls: 1.8099, loss: 1.8099, grad_norm: 3.1596 2020-10-08 03:46:31,805 - mmaction - INFO - Epoch [231][460/999] lr: 1.514e-02, eta: 7:11:15, time: 1.009, data_time: 0.001, memory: 8478, top1_acc: 0.5913, top5_acc: 0.8005, loss_cls: 1.7636, loss: 1.7636, grad_norm: 3.1744 2020-10-08 03:46:51,873 - mmaction - INFO - Epoch [231][480/999] lr: 1.514e-02, eta: 7:10:54, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5878, top5_acc: 0.7948, loss_cls: 1.7861, loss: 1.7861, grad_norm: 3.1562 2020-10-08 03:47:11,905 - mmaction - INFO - Epoch [231][500/999] lr: 1.514e-02, eta: 7:10:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5957, top5_acc: 0.8026, loss_cls: 1.7425, loss: 1.7425, grad_norm: 3.1115 2020-10-08 03:47:31,985 - mmaction - INFO - Epoch [231][520/999] lr: 1.514e-02, eta: 7:10:13, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5961, top5_acc: 0.8035, loss_cls: 1.7654, loss: 1.7654, grad_norm: 3.1725 2020-10-08 03:47:52,089 - mmaction - INFO - Epoch [231][540/999] lr: 1.514e-02, eta: 7:09:53, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5944, top5_acc: 0.8010, loss_cls: 1.7565, loss: 1.7565, grad_norm: 3.1629 2020-10-08 03:48:12,059 - mmaction - INFO - Epoch [231][560/999] lr: 1.514e-02, eta: 7:09:33, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.5924, top5_acc: 0.8077, loss_cls: 1.7521, loss: 1.7521, grad_norm: 3.1906 2020-10-08 03:48:32,044 - mmaction - INFO - Epoch [231][580/999] lr: 1.514e-02, eta: 7:09:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5883, top5_acc: 0.8009, loss_cls: 1.7896, loss: 1.7896, grad_norm: 3.2112 2020-10-08 03:48:52,119 - mmaction - INFO - Epoch [231][600/999] lr: 1.514e-02, eta: 7:08:52, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5975, top5_acc: 0.8022, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.2107 2020-10-08 03:49:12,075 - mmaction - INFO - Epoch [231][620/999] lr: 1.514e-02, eta: 7:08:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5783, top5_acc: 0.7891, loss_cls: 1.8311, loss: 1.8311, grad_norm: 3.1856 2020-10-08 03:49:32,112 - mmaction - INFO - Epoch [231][640/999] lr: 1.514e-02, eta: 7:08:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5917, top5_acc: 0.8036, loss_cls: 1.7610, loss: 1.7610, grad_norm: 3.1429 2020-10-08 03:49:52,038 - mmaction - INFO - Epoch [231][660/999] lr: 1.514e-02, eta: 7:07:51, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.5914, top5_acc: 0.8035, loss_cls: 1.7601, loss: 1.7601, grad_norm: 3.1825 2020-10-08 03:50:12,062 - mmaction - INFO - Epoch [231][680/999] lr: 1.514e-02, eta: 7:07:30, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5953, top5_acc: 0.8062, loss_cls: 1.7532, loss: 1.7532, grad_norm: 3.1518 2020-10-08 03:50:32,036 - mmaction - INFO - Epoch [231][700/999] lr: 1.514e-02, eta: 7:07:10, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5897, top5_acc: 0.7975, loss_cls: 1.7901, loss: 1.7901, grad_norm: 3.1344 2020-10-08 03:50:51,966 - mmaction - INFO - Epoch [231][720/999] lr: 1.514e-02, eta: 7:06:49, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5979, top5_acc: 0.8040, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.1791 2020-10-08 03:51:12,088 - mmaction - INFO - Epoch [231][740/999] lr: 1.514e-02, eta: 7:06:29, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5940, top5_acc: 0.8117, loss_cls: 1.7257, loss: 1.7257, grad_norm: 3.1714 2020-10-08 03:51:32,095 - mmaction - INFO - Epoch [231][760/999] lr: 1.514e-02, eta: 7:06:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5844, top5_acc: 0.7902, loss_cls: 1.8036, loss: 1.8036, grad_norm: 3.2034 2020-10-08 03:51:52,109 - mmaction - INFO - Epoch [231][780/999] lr: 1.514e-02, eta: 7:05:48, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.5904, top5_acc: 0.8042, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.1597 2020-10-08 03:52:12,039 - mmaction - INFO - Epoch [231][800/999] lr: 1.514e-02, eta: 7:05:28, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.5901, top5_acc: 0.7938, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.1754 2020-10-08 03:52:32,057 - mmaction - INFO - Epoch [231][820/999] lr: 1.514e-02, eta: 7:05:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5840, top5_acc: 0.7970, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.1552 2020-10-08 03:52:52,199 - mmaction - INFO - Epoch [231][840/999] lr: 1.514e-02, eta: 7:04:47, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5790, top5_acc: 0.7928, loss_cls: 1.8191, loss: 1.8191, grad_norm: 3.1778 2020-10-08 03:53:12,166 - mmaction - INFO - Epoch [231][860/999] lr: 1.514e-02, eta: 7:04:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5760, top5_acc: 0.7957, loss_cls: 1.8006, loss: 1.8006, grad_norm: 3.2064 2020-10-08 03:53:32,225 - mmaction - INFO - Epoch [231][880/999] lr: 1.514e-02, eta: 7:04:06, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5824, top5_acc: 0.7844, loss_cls: 1.8318, loss: 1.8318, grad_norm: 3.2047 2020-10-08 03:53:52,151 - mmaction - INFO - Epoch [231][900/999] lr: 1.514e-02, eta: 7:03:46, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5874, top5_acc: 0.8013, loss_cls: 1.7678, loss: 1.7678, grad_norm: 3.1963 2020-10-08 03:54:12,205 - mmaction - INFO - Epoch [231][920/999] lr: 1.514e-02, eta: 7:03:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5900, top5_acc: 0.7977, loss_cls: 1.7846, loss: 1.7846, grad_norm: 3.1453 2020-10-08 03:54:32,150 - mmaction - INFO - Epoch [231][940/999] lr: 1.514e-02, eta: 7:03:05, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5939, top5_acc: 0.7971, loss_cls: 1.7861, loss: 1.7861, grad_norm: 3.2002 2020-10-08 03:54:52,067 - mmaction - INFO - Epoch [231][960/999] lr: 1.514e-02, eta: 7:02:44, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.5810, top5_acc: 0.8018, loss_cls: 1.7771, loss: 1.7771, grad_norm: 3.2315 2020-10-08 03:55:11,914 - mmaction - INFO - Epoch [231][980/999] lr: 1.514e-02, eta: 7:02:24, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.5872, top5_acc: 0.7940, loss_cls: 1.8125, loss: 1.8125, grad_norm: 3.2087 2020-10-08 03:56:21,652 - mmaction - INFO - Epoch [232][20/999] lr: 1.401e-02, eta: 7:01:49, time: 2.526, data_time: 1.524, memory: 8478, top1_acc: 0.6047, top5_acc: 0.8066, loss_cls: 1.7075, loss: 1.7075, grad_norm: 3.1384 2020-10-08 03:56:41,298 - mmaction - INFO - Epoch [232][40/999] lr: 1.401e-02, eta: 7:01:29, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.5978, top5_acc: 0.7991, loss_cls: 1.7662, loss: 1.7662, grad_norm: 3.2136 2020-10-08 03:57:01,053 - mmaction - INFO - Epoch [232][60/999] lr: 1.401e-02, eta: 7:01:08, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.6061, top5_acc: 0.8040, loss_cls: 1.7335, loss: 1.7335, grad_norm: 3.1644 2020-10-08 03:57:21,095 - mmaction - INFO - Epoch [232][80/999] lr: 1.401e-02, eta: 7:00:48, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5986, top5_acc: 0.8089, loss_cls: 1.7272, loss: 1.7272, grad_norm: 3.1611 2020-10-08 03:57:41,068 - mmaction - INFO - Epoch [232][100/999] lr: 1.401e-02, eta: 7:00:27, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.7346, loss: 1.7346, grad_norm: 3.1731 2020-10-08 03:58:01,089 - mmaction - INFO - Epoch [232][120/999] lr: 1.401e-02, eta: 7:00:07, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.7295, loss: 1.7295, grad_norm: 3.1740 2020-10-08 03:58:21,034 - mmaction - INFO - Epoch [232][140/999] lr: 1.401e-02, eta: 6:59:47, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5948, top5_acc: 0.8069, loss_cls: 1.7485, loss: 1.7485, grad_norm: 3.1596 2020-10-08 03:58:41,082 - mmaction - INFO - Epoch [232][160/999] lr: 1.401e-02, eta: 6:59:26, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5986, top5_acc: 0.8100, loss_cls: 1.7241, loss: 1.7241, grad_norm: 3.1874 2020-10-08 03:59:01,032 - mmaction - INFO - Epoch [232][180/999] lr: 1.401e-02, eta: 6:59:06, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5940, top5_acc: 0.8027, loss_cls: 1.7708, loss: 1.7708, grad_norm: 3.2264 2020-10-08 03:59:21,065 - mmaction - INFO - Epoch [232][200/999] lr: 1.401e-02, eta: 6:58:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5992, top5_acc: 0.7977, loss_cls: 1.7721, loss: 1.7721, grad_norm: 3.1755 2020-10-08 03:59:41,181 - mmaction - INFO - Epoch [232][220/999] lr: 1.401e-02, eta: 6:58:25, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5974, top5_acc: 0.8033, loss_cls: 1.7388, loss: 1.7388, grad_norm: 3.2022 2020-10-08 04:00:01,139 - mmaction - INFO - Epoch [232][240/999] lr: 1.401e-02, eta: 6:58:05, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5951, top5_acc: 0.7988, loss_cls: 1.7711, loss: 1.7711, grad_norm: 3.1959 2020-10-08 04:00:22,800 - mmaction - INFO - Epoch [232][260/999] lr: 1.401e-02, eta: 6:57:45, time: 1.083, data_time: 0.003, memory: 8478, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.8096, loss: 1.8096, grad_norm: 3.2597 2020-10-08 04:00:42,836 - mmaction - INFO - Epoch [232][280/999] lr: 1.401e-02, eta: 6:57:25, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6007, top5_acc: 0.8083, loss_cls: 1.7224, loss: 1.7224, grad_norm: 3.1868 2020-10-08 04:01:02,835 - mmaction - INFO - Epoch [232][300/999] lr: 1.401e-02, eta: 6:57:04, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5895, top5_acc: 0.7956, loss_cls: 1.7815, loss: 1.7815, grad_norm: 3.1872 2020-10-08 04:01:22,887 - mmaction - INFO - Epoch [232][320/999] lr: 1.401e-02, eta: 6:56:44, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5939, top5_acc: 0.8001, loss_cls: 1.7751, loss: 1.7751, grad_norm: 3.2138 2020-10-08 04:01:42,954 - mmaction - INFO - Epoch [232][340/999] lr: 1.401e-02, eta: 6:56:23, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5958, top5_acc: 0.8073, loss_cls: 1.7452, loss: 1.7452, grad_norm: 3.1686 2020-10-08 04:02:02,975 - mmaction - INFO - Epoch [232][360/999] lr: 1.401e-02, eta: 6:56:03, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.5986, top5_acc: 0.8042, loss_cls: 1.7439, loss: 1.7439, grad_norm: 3.1928 2020-10-08 04:02:22,994 - mmaction - INFO - Epoch [232][380/999] lr: 1.401e-02, eta: 6:55:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5995, top5_acc: 0.8086, loss_cls: 1.7391, loss: 1.7391, grad_norm: 3.1967 2020-10-08 04:02:42,892 - mmaction - INFO - Epoch [232][400/999] lr: 1.401e-02, eta: 6:55:22, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.5943, top5_acc: 0.8000, loss_cls: 1.7489, loss: 1.7489, grad_norm: 3.2020 2020-10-08 04:03:02,937 - mmaction - INFO - Epoch [232][420/999] lr: 1.401e-02, eta: 6:55:02, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.5875, top5_acc: 0.7997, loss_cls: 1.7650, loss: 1.7650, grad_norm: 3.1560 2020-10-08 04:03:22,873 - mmaction - INFO - Epoch [232][440/999] lr: 1.401e-02, eta: 6:54:41, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5969, top5_acc: 0.8076, loss_cls: 1.7350, loss: 1.7350, grad_norm: 3.1831 2020-10-08 04:03:42,977 - mmaction - INFO - Epoch [232][460/999] lr: 1.401e-02, eta: 6:54:21, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6016, top5_acc: 0.7996, loss_cls: 1.7291, loss: 1.7291, grad_norm: 3.1936 2020-10-08 04:04:03,031 - mmaction - INFO - Epoch [232][480/999] lr: 1.401e-02, eta: 6:54:00, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5982, top5_acc: 0.8035, loss_cls: 1.7508, loss: 1.7508, grad_norm: 3.2389 2020-10-08 04:04:23,095 - mmaction - INFO - Epoch [232][500/999] lr: 1.401e-02, eta: 6:53:40, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.5919, top5_acc: 0.7990, loss_cls: 1.7645, loss: 1.7645, grad_norm: 3.2035 2020-10-08 04:04:43,084 - mmaction - INFO - Epoch [232][520/999] lr: 1.401e-02, eta: 6:53:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5897, top5_acc: 0.8049, loss_cls: 1.7755, loss: 1.7755, grad_norm: 3.2016 2020-10-08 04:05:03,082 - mmaction - INFO - Epoch [232][540/999] lr: 1.401e-02, eta: 6:52:59, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.5964, top5_acc: 0.8056, loss_cls: 1.7518, loss: 1.7518, grad_norm: 3.1818 2020-10-08 04:05:23,062 - mmaction - INFO - Epoch [232][560/999] lr: 1.401e-02, eta: 6:52:39, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5839, top5_acc: 0.7943, loss_cls: 1.7879, loss: 1.7879, grad_norm: 3.2197 2020-10-08 04:05:43,071 - mmaction - INFO - Epoch [232][580/999] lr: 1.401e-02, eta: 6:52:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5931, top5_acc: 0.8099, loss_cls: 1.7394, loss: 1.7394, grad_norm: 3.2464 2020-10-08 04:06:03,054 - mmaction - INFO - Epoch [232][600/999] lr: 1.401e-02, eta: 6:51:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5945, top5_acc: 0.7977, loss_cls: 1.7707, loss: 1.7707, grad_norm: 3.2031 2020-10-08 04:06:23,115 - mmaction - INFO - Epoch [232][620/999] lr: 1.401e-02, eta: 6:51:38, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6000, top5_acc: 0.8056, loss_cls: 1.7563, loss: 1.7563, grad_norm: 3.2455 2020-10-08 04:06:43,176 - mmaction - INFO - Epoch [232][640/999] lr: 1.401e-02, eta: 6:51:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5915, top5_acc: 0.8007, loss_cls: 1.7751, loss: 1.7751, grad_norm: 3.2882 2020-10-08 04:07:03,290 - mmaction - INFO - Epoch [232][660/999] lr: 1.401e-02, eta: 6:50:57, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5939, top5_acc: 0.8044, loss_cls: 1.7317, loss: 1.7317, grad_norm: 3.2233 2020-10-08 04:07:23,326 - mmaction - INFO - Epoch [232][680/999] lr: 1.401e-02, eta: 6:50:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5892, top5_acc: 0.7990, loss_cls: 1.7709, loss: 1.7709, grad_norm: 3.2190 2020-10-08 04:07:43,314 - mmaction - INFO - Epoch [232][700/999] lr: 1.401e-02, eta: 6:50:16, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6030, top5_acc: 0.7965, loss_cls: 1.7696, loss: 1.7696, grad_norm: 3.2353 2020-10-08 04:08:03,233 - mmaction - INFO - Epoch [232][720/999] lr: 1.401e-02, eta: 6:49:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.5889, top5_acc: 0.8009, loss_cls: 1.7661, loss: 1.7661, grad_norm: 3.2289 2020-10-08 04:08:23,233 - mmaction - INFO - Epoch [232][740/999] lr: 1.401e-02, eta: 6:49:35, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.5913, top5_acc: 0.8004, loss_cls: 1.7617, loss: 1.7617, grad_norm: 3.2117 2020-10-08 04:08:43,372 - mmaction - INFO - Epoch [232][760/999] lr: 1.401e-02, eta: 6:49:15, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7354, loss: 1.7354, grad_norm: 3.2258 2020-10-08 04:09:03,409 - mmaction - INFO - Epoch [232][780/999] lr: 1.401e-02, eta: 6:48:55, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5944, top5_acc: 0.8038, loss_cls: 1.7517, loss: 1.7517, grad_norm: 3.1828 2020-10-08 04:09:23,434 - mmaction - INFO - Epoch [232][800/999] lr: 1.401e-02, eta: 6:48:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5921, top5_acc: 0.7982, loss_cls: 1.7824, loss: 1.7824, grad_norm: 3.1891 2020-10-08 04:09:43,424 - mmaction - INFO - Epoch [232][820/999] lr: 1.401e-02, eta: 6:48:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6013, top5_acc: 0.8103, loss_cls: 1.7078, loss: 1.7078, grad_norm: 3.2021 2020-10-08 04:10:03,519 - mmaction - INFO - Epoch [232][840/999] lr: 1.401e-02, eta: 6:47:53, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.5850, top5_acc: 0.7957, loss_cls: 1.8049, loss: 1.8049, grad_norm: 3.2856 2020-10-08 04:10:23,563 - mmaction - INFO - Epoch [232][860/999] lr: 1.401e-02, eta: 6:47:33, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5896, top5_acc: 0.8038, loss_cls: 1.7532, loss: 1.7532, grad_norm: 3.2333 2020-10-08 04:10:43,595 - mmaction - INFO - Epoch [232][880/999] lr: 1.401e-02, eta: 6:47:13, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5902, top5_acc: 0.8030, loss_cls: 1.7546, loss: 1.7546, grad_norm: 3.2345 2020-10-08 04:11:03,561 - mmaction - INFO - Epoch [232][900/999] lr: 1.401e-02, eta: 6:46:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5996, top5_acc: 0.8061, loss_cls: 1.7579, loss: 1.7579, grad_norm: 3.2140 2020-10-08 04:11:23,546 - mmaction - INFO - Epoch [232][920/999] lr: 1.401e-02, eta: 6:46:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5941, top5_acc: 0.8014, loss_cls: 1.7761, loss: 1.7761, grad_norm: 3.2426 2020-10-08 04:11:43,474 - mmaction - INFO - Epoch [232][940/999] lr: 1.401e-02, eta: 6:46:11, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5919, top5_acc: 0.7932, loss_cls: 1.7950, loss: 1.7950, grad_norm: 3.1894 2020-10-08 04:12:03,519 - mmaction - INFO - Epoch [232][960/999] lr: 1.401e-02, eta: 6:45:51, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5987, top5_acc: 0.8069, loss_cls: 1.7279, loss: 1.7279, grad_norm: 3.2402 2020-10-08 04:12:23,563 - mmaction - INFO - Epoch [232][980/999] lr: 1.401e-02, eta: 6:45:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5957, top5_acc: 0.7995, loss_cls: 1.7725, loss: 1.7725, grad_norm: 3.2564 2020-10-08 04:12:44,318 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-10-08 04:14:00,105 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 04:14:01,640 - mmaction - INFO - top1_acc 0.6746 top5_acc 0.8760 2020-10-08 04:14:01,641 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 04:14:01,746 - mmaction - INFO - mean_acc 0.6734 2020-10-08 04:14:01,746 - mmaction - INFO - Now best checkpoint is epoch_232.pth 2020-10-08 04:14:01,781 - mmaction - INFO - Epoch(val) [232][999] top1_acc: 0.6746, top5_acc: 0.8760, mean_class_accuracy: 0.6734 2020-10-08 04:14:49,484 - mmaction - INFO - Epoch [233][20/999] lr: 1.292e-02, eta: 6:44:55, time: 2.383, data_time: 1.263, memory: 8478, top1_acc: 0.6083, top5_acc: 0.8013, loss_cls: 1.7225, loss: 1.7225, grad_norm: 3.1627 2020-10-08 04:15:09,089 - mmaction - INFO - Epoch [233][40/999] lr: 1.292e-02, eta: 6:44:34, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.6103, top5_acc: 0.8085, loss_cls: 1.7106, loss: 1.7106, grad_norm: 3.1968 2020-10-08 04:15:28,782 - mmaction - INFO - Epoch [233][60/999] lr: 1.292e-02, eta: 6:44:13, time: 0.987, data_time: 0.004, memory: 8478, top1_acc: 0.6013, top5_acc: 0.8089, loss_cls: 1.7070, loss: 1.7070, grad_norm: 3.2041 2020-10-08 04:15:48,596 - mmaction - INFO - Epoch [233][80/999] lr: 1.292e-02, eta: 6:43:53, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.6044, top5_acc: 0.8112, loss_cls: 1.7204, loss: 1.7204, grad_norm: 3.2039 2020-10-08 04:16:08,583 - mmaction - INFO - Epoch [233][100/999] lr: 1.292e-02, eta: 6:43:33, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6033, top5_acc: 0.8132, loss_cls: 1.7149, loss: 1.7149, grad_norm: 3.2403 2020-10-08 04:16:28,585 - mmaction - INFO - Epoch [233][120/999] lr: 1.292e-02, eta: 6:43:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5995, top5_acc: 0.8026, loss_cls: 1.7418, loss: 1.7418, grad_norm: 3.1846 2020-10-08 04:16:48,677 - mmaction - INFO - Epoch [233][140/999] lr: 1.292e-02, eta: 6:42:52, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.6021, top5_acc: 0.8104, loss_cls: 1.7143, loss: 1.7143, grad_norm: 3.2380 2020-10-08 04:17:08,673 - mmaction - INFO - Epoch [233][160/999] lr: 1.292e-02, eta: 6:42:31, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5913, top5_acc: 0.8008, loss_cls: 1.7741, loss: 1.7741, grad_norm: 3.2950 2020-10-08 04:17:28,708 - mmaction - INFO - Epoch [233][180/999] lr: 1.292e-02, eta: 6:42:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5990, top5_acc: 0.8105, loss_cls: 1.7222, loss: 1.7222, grad_norm: 3.2221 2020-10-08 04:17:48,745 - mmaction - INFO - Epoch [233][200/999] lr: 1.292e-02, eta: 6:41:51, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6059, top5_acc: 0.8047, loss_cls: 1.7266, loss: 1.7266, grad_norm: 3.2307 2020-10-08 04:18:08,863 - mmaction - INFO - Epoch [233][220/999] lr: 1.292e-02, eta: 6:41:30, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5988, top5_acc: 0.8099, loss_cls: 1.7045, loss: 1.7045, grad_norm: 3.2618 2020-10-08 04:18:28,957 - mmaction - INFO - Epoch [233][240/999] lr: 1.292e-02, eta: 6:41:10, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6009, top5_acc: 0.8081, loss_cls: 1.7373, loss: 1.7373, grad_norm: 3.2559 2020-10-08 04:18:49,070 - mmaction - INFO - Epoch [233][260/999] lr: 1.292e-02, eta: 6:40:50, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.5978, top5_acc: 0.8040, loss_cls: 1.7557, loss: 1.7557, grad_norm: 3.2609 2020-10-08 04:19:09,081 - mmaction - INFO - Epoch [233][280/999] lr: 1.292e-02, eta: 6:40:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6000, top5_acc: 0.8022, loss_cls: 1.7217, loss: 1.7217, grad_norm: 3.2074 2020-10-08 04:19:29,084 - mmaction - INFO - Epoch [233][300/999] lr: 1.292e-02, eta: 6:40:09, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5940, top5_acc: 0.8043, loss_cls: 1.7568, loss: 1.7568, grad_norm: 3.2537 2020-10-08 04:19:49,099 - mmaction - INFO - Epoch [233][320/999] lr: 1.292e-02, eta: 6:39:48, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5956, top5_acc: 0.8013, loss_cls: 1.7323, loss: 1.7323, grad_norm: 3.2909 2020-10-08 04:20:09,191 - mmaction - INFO - Epoch [233][340/999] lr: 1.292e-02, eta: 6:39:28, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6086, top5_acc: 0.8074, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.2014 2020-10-08 04:20:29,258 - mmaction - INFO - Epoch [233][360/999] lr: 1.292e-02, eta: 6:39:08, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6001, top5_acc: 0.7977, loss_cls: 1.7509, loss: 1.7509, grad_norm: 3.2929 2020-10-08 04:20:49,215 - mmaction - INFO - Epoch [233][380/999] lr: 1.292e-02, eta: 6:38:47, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6008, top5_acc: 0.8132, loss_cls: 1.7150, loss: 1.7150, grad_norm: 3.3089 2020-10-08 04:21:09,205 - mmaction - INFO - Epoch [233][400/999] lr: 1.292e-02, eta: 6:38:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6104, top5_acc: 0.8092, loss_cls: 1.7210, loss: 1.7210, grad_norm: 3.2295 2020-10-08 04:21:29,239 - mmaction - INFO - Epoch [233][420/999] lr: 1.292e-02, eta: 6:38:06, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5974, top5_acc: 0.7979, loss_cls: 1.7593, loss: 1.7593, grad_norm: 3.2559 2020-10-08 04:21:49,321 - mmaction - INFO - Epoch [233][440/999] lr: 1.292e-02, eta: 6:37:46, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5978, top5_acc: 0.8017, loss_cls: 1.7420, loss: 1.7420, grad_norm: 3.2364 2020-10-08 04:22:09,333 - mmaction - INFO - Epoch [233][460/999] lr: 1.292e-02, eta: 6:37:26, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6036, top5_acc: 0.8017, loss_cls: 1.7344, loss: 1.7344, grad_norm: 3.2092 2020-10-08 04:22:29,307 - mmaction - INFO - Epoch [233][480/999] lr: 1.292e-02, eta: 6:37:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6074, top5_acc: 0.8094, loss_cls: 1.7076, loss: 1.7076, grad_norm: 3.2410 2020-10-08 04:22:49,335 - mmaction - INFO - Epoch [233][500/999] lr: 1.292e-02, eta: 6:36:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5997, top5_acc: 0.8076, loss_cls: 1.7305, loss: 1.7305, grad_norm: 3.2856 2020-10-08 04:23:09,318 - mmaction - INFO - Epoch [233][520/999] lr: 1.292e-02, eta: 6:36:24, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.7519, loss: 1.7519, grad_norm: 3.3430 2020-10-08 04:23:29,337 - mmaction - INFO - Epoch [233][540/999] lr: 1.292e-02, eta: 6:36:04, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.5996, top5_acc: 0.8077, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.2227 2020-10-08 04:23:49,281 - mmaction - INFO - Epoch [233][560/999] lr: 1.292e-02, eta: 6:35:44, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5949, top5_acc: 0.8026, loss_cls: 1.7375, loss: 1.7375, grad_norm: 3.2873 2020-10-08 04:24:09,271 - mmaction - INFO - Epoch [233][580/999] lr: 1.292e-02, eta: 6:35:23, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5943, top5_acc: 0.8001, loss_cls: 1.7653, loss: 1.7653, grad_norm: 3.2669 2020-10-08 04:24:29,252 - mmaction - INFO - Epoch [233][600/999] lr: 1.292e-02, eta: 6:35:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.5992, top5_acc: 0.7978, loss_cls: 1.7510, loss: 1.7510, grad_norm: 3.2432 2020-10-08 04:24:49,207 - mmaction - INFO - Epoch [233][620/999] lr: 1.292e-02, eta: 6:34:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6062, top5_acc: 0.8116, loss_cls: 1.7100, loss: 1.7100, grad_norm: 3.2528 2020-10-08 04:25:09,275 - mmaction - INFO - Epoch [233][640/999] lr: 1.292e-02, eta: 6:34:22, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.5928, top5_acc: 0.8016, loss_cls: 1.7674, loss: 1.7674, grad_norm: 3.3108 2020-10-08 04:25:29,331 - mmaction - INFO - Epoch [233][660/999] lr: 1.292e-02, eta: 6:34:02, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.5978, top5_acc: 0.8030, loss_cls: 1.7524, loss: 1.7524, grad_norm: 3.2657 2020-10-08 04:25:49,360 - mmaction - INFO - Epoch [233][680/999] lr: 1.292e-02, eta: 6:33:41, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6146, top5_acc: 0.8104, loss_cls: 1.6821, loss: 1.6821, grad_norm: 3.2246 2020-10-08 04:26:09,396 - mmaction - INFO - Epoch [233][700/999] lr: 1.292e-02, eta: 6:33:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5986, top5_acc: 0.8074, loss_cls: 1.7367, loss: 1.7367, grad_norm: 3.3094 2020-10-08 04:26:29,495 - mmaction - INFO - Epoch [233][720/999] lr: 1.292e-02, eta: 6:33:01, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5915, top5_acc: 0.8023, loss_cls: 1.7684, loss: 1.7684, grad_norm: 3.2985 2020-10-08 04:26:49,450 - mmaction - INFO - Epoch [233][740/999] lr: 1.292e-02, eta: 6:32:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.5901, top5_acc: 0.7970, loss_cls: 1.7682, loss: 1.7682, grad_norm: 3.2661 2020-10-08 04:27:09,444 - mmaction - INFO - Epoch [233][760/999] lr: 1.292e-02, eta: 6:32:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6018, top5_acc: 0.8035, loss_cls: 1.7514, loss: 1.7514, grad_norm: 3.2322 2020-10-08 04:27:29,371 - mmaction - INFO - Epoch [233][780/999] lr: 1.292e-02, eta: 6:31:59, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.5921, top5_acc: 0.8013, loss_cls: 1.7646, loss: 1.7646, grad_norm: 3.3169 2020-10-08 04:27:49,377 - mmaction - INFO - Epoch [233][800/999] lr: 1.292e-02, eta: 6:31:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6008, top5_acc: 0.8098, loss_cls: 1.7167, loss: 1.7167, grad_norm: 3.2156 2020-10-08 04:28:09,295 - mmaction - INFO - Epoch [233][820/999] lr: 1.292e-02, eta: 6:31:19, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6007, top5_acc: 0.8070, loss_cls: 1.7408, loss: 1.7408, grad_norm: 3.2893 2020-10-08 04:28:29,349 - mmaction - INFO - Epoch [233][840/999] lr: 1.292e-02, eta: 6:30:58, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.5954, top5_acc: 0.8030, loss_cls: 1.7470, loss: 1.7470, grad_norm: 3.2978 2020-10-08 04:28:49,426 - mmaction - INFO - Epoch [233][860/999] lr: 1.292e-02, eta: 6:30:38, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6007, top5_acc: 0.8053, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.2181 2020-10-08 04:29:09,433 - mmaction - INFO - Epoch [233][880/999] lr: 1.292e-02, eta: 6:30:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5938, top5_acc: 0.7982, loss_cls: 1.7418, loss: 1.7418, grad_norm: 3.2764 2020-10-08 04:29:29,464 - mmaction - INFO - Epoch [233][900/999] lr: 1.292e-02, eta: 6:29:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5996, top5_acc: 0.8066, loss_cls: 1.7266, loss: 1.7266, grad_norm: 3.2786 2020-10-08 04:29:49,462 - mmaction - INFO - Epoch [233][920/999] lr: 1.292e-02, eta: 6:29:37, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5945, top5_acc: 0.8026, loss_cls: 1.7549, loss: 1.7549, grad_norm: 3.3042 2020-10-08 04:30:10,351 - mmaction - INFO - Epoch [233][940/999] lr: 1.292e-02, eta: 6:29:17, time: 1.044, data_time: 0.002, memory: 8478, top1_acc: 0.5923, top5_acc: 0.7983, loss_cls: 1.7704, loss: 1.7704, grad_norm: 3.2921 2020-10-08 04:30:30,444 - mmaction - INFO - Epoch [233][960/999] lr: 1.292e-02, eta: 6:28:56, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7370, loss: 1.7370, grad_norm: 3.2687 2020-10-08 04:30:50,407 - mmaction - INFO - Epoch [233][980/999] lr: 1.292e-02, eta: 6:28:36, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7358, loss: 1.7358, grad_norm: 3.2937 2020-10-08 04:32:00,362 - mmaction - INFO - Epoch [234][20/999] lr: 1.187e-02, eta: 6:28:01, time: 2.538, data_time: 1.473, memory: 8478, top1_acc: 0.6048, top5_acc: 0.8076, loss_cls: 1.7279, loss: 1.7279, grad_norm: 3.2418 2020-10-08 04:32:20,055 - mmaction - INFO - Epoch [234][40/999] lr: 1.187e-02, eta: 6:27:40, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.6027, top5_acc: 0.8092, loss_cls: 1.7233, loss: 1.7233, grad_norm: 3.2390 2020-10-08 04:32:39,974 - mmaction - INFO - Epoch [234][60/999] lr: 1.187e-02, eta: 6:27:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6105, top5_acc: 0.8116, loss_cls: 1.6664, loss: 1.6664, grad_norm: 3.1803 2020-10-08 04:32:59,938 - mmaction - INFO - Epoch [234][80/999] lr: 1.187e-02, eta: 6:26:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6005, top5_acc: 0.8126, loss_cls: 1.6969, loss: 1.6969, grad_norm: 3.2322 2020-10-08 04:33:19,949 - mmaction - INFO - Epoch [234][100/999] lr: 1.187e-02, eta: 6:26:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6094, top5_acc: 0.8079, loss_cls: 1.7022, loss: 1.7022, grad_norm: 3.2868 2020-10-08 04:33:40,028 - mmaction - INFO - Epoch [234][120/999] lr: 1.187e-02, eta: 6:26:19, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6109, top5_acc: 0.8111, loss_cls: 1.7024, loss: 1.7024, grad_norm: 3.2289 2020-10-08 04:34:00,079 - mmaction - INFO - Epoch [234][140/999] lr: 1.187e-02, eta: 6:25:58, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.5967, top5_acc: 0.8076, loss_cls: 1.7232, loss: 1.7232, grad_norm: 3.2959 2020-10-08 04:34:20,145 - mmaction - INFO - Epoch [234][160/999] lr: 1.187e-02, eta: 6:25:38, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6069, top5_acc: 0.8160, loss_cls: 1.6837, loss: 1.6837, grad_norm: 3.2384 2020-10-08 04:34:40,120 - mmaction - INFO - Epoch [234][180/999] lr: 1.187e-02, eta: 6:25:18, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6133, top5_acc: 0.8165, loss_cls: 1.6880, loss: 1.6880, grad_norm: 3.2777 2020-10-08 04:35:00,213 - mmaction - INFO - Epoch [234][200/999] lr: 1.187e-02, eta: 6:24:57, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6237, top5_acc: 0.8195, loss_cls: 1.6231, loss: 1.6231, grad_norm: 3.2119 2020-10-08 04:35:20,331 - mmaction - INFO - Epoch [234][220/999] lr: 1.187e-02, eta: 6:24:37, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6081, top5_acc: 0.8167, loss_cls: 1.6749, loss: 1.6749, grad_norm: 3.2752 2020-10-08 04:35:40,304 - mmaction - INFO - Epoch [234][240/999] lr: 1.187e-02, eta: 6:24:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6086, top5_acc: 0.8064, loss_cls: 1.7107, loss: 1.7107, grad_norm: 3.2960 2020-10-08 04:36:00,390 - mmaction - INFO - Epoch [234][260/999] lr: 1.187e-02, eta: 6:23:56, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6026, top5_acc: 0.8027, loss_cls: 1.7374, loss: 1.7374, grad_norm: 3.3102 2020-10-08 04:36:20,416 - mmaction - INFO - Epoch [234][280/999] lr: 1.187e-02, eta: 6:23:36, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6047, top5_acc: 0.8034, loss_cls: 1.7196, loss: 1.7196, grad_norm: 3.3042 2020-10-08 04:36:40,430 - mmaction - INFO - Epoch [234][300/999] lr: 1.187e-02, eta: 6:23:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6126, top5_acc: 0.8124, loss_cls: 1.6947, loss: 1.6947, grad_norm: 3.2608 2020-10-08 04:37:00,515 - mmaction - INFO - Epoch [234][320/999] lr: 1.187e-02, eta: 6:22:55, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6105, top5_acc: 0.8091, loss_cls: 1.6966, loss: 1.6966, grad_norm: 3.2966 2020-10-08 04:37:20,540 - mmaction - INFO - Epoch [234][340/999] lr: 1.187e-02, eta: 6:22:35, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6108, top5_acc: 0.8113, loss_cls: 1.6624, loss: 1.6624, grad_norm: 3.2790 2020-10-08 04:37:40,611 - mmaction - INFO - Epoch [234][360/999] lr: 1.187e-02, eta: 6:22:14, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6031, top5_acc: 0.8036, loss_cls: 1.7191, loss: 1.7191, grad_norm: 3.3319 2020-10-08 04:38:00,602 - mmaction - INFO - Epoch [234][380/999] lr: 1.187e-02, eta: 6:21:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6111, top5_acc: 0.8092, loss_cls: 1.7011, loss: 1.7011, grad_norm: 3.2478 2020-10-08 04:38:20,650 - mmaction - INFO - Epoch [234][400/999] lr: 1.187e-02, eta: 6:21:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6022, top5_acc: 0.8089, loss_cls: 1.7169, loss: 1.7169, grad_norm: 3.3667 2020-10-08 04:38:40,578 - mmaction - INFO - Epoch [234][420/999] lr: 1.187e-02, eta: 6:21:13, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.6082, top5_acc: 0.8095, loss_cls: 1.7162, loss: 1.7162, grad_norm: 3.3020 2020-10-08 04:39:00,618 - mmaction - INFO - Epoch [234][440/999] lr: 1.187e-02, eta: 6:20:53, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6068, top5_acc: 0.8055, loss_cls: 1.6962, loss: 1.6962, grad_norm: 3.2920 2020-10-08 04:39:20,724 - mmaction - INFO - Epoch [234][460/999] lr: 1.187e-02, eta: 6:20:32, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6117, top5_acc: 0.8128, loss_cls: 1.7002, loss: 1.7002, grad_norm: 3.2938 2020-10-08 04:39:40,699 - mmaction - INFO - Epoch [234][480/999] lr: 1.187e-02, eta: 6:20:12, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6051, top5_acc: 0.8089, loss_cls: 1.7280, loss: 1.7280, grad_norm: 3.3374 2020-10-08 04:40:00,794 - mmaction - INFO - Epoch [234][500/999] lr: 1.187e-02, eta: 6:19:52, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6066, top5_acc: 0.8134, loss_cls: 1.6947, loss: 1.6947, grad_norm: 3.3108 2020-10-08 04:40:20,830 - mmaction - INFO - Epoch [234][520/999] lr: 1.187e-02, eta: 6:19:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6025, top5_acc: 0.8039, loss_cls: 1.7208, loss: 1.7208, grad_norm: 3.3046 2020-10-08 04:40:40,906 - mmaction - INFO - Epoch [234][540/999] lr: 1.187e-02, eta: 6:19:11, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.5973, top5_acc: 0.7995, loss_cls: 1.7372, loss: 1.7372, grad_norm: 3.3029 2020-10-08 04:41:00,924 - mmaction - INFO - Epoch [234][560/999] lr: 1.187e-02, eta: 6:18:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5979, top5_acc: 0.8060, loss_cls: 1.7375, loss: 1.7375, grad_norm: 3.3055 2020-10-08 04:41:21,003 - mmaction - INFO - Epoch [234][580/999] lr: 1.187e-02, eta: 6:18:30, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6117, top5_acc: 0.8124, loss_cls: 1.7024, loss: 1.7024, grad_norm: 3.2759 2020-10-08 04:41:41,075 - mmaction - INFO - Epoch [234][600/999] lr: 1.187e-02, eta: 6:18:10, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6023, top5_acc: 0.8062, loss_cls: 1.7169, loss: 1.7169, grad_norm: 3.3156 2020-10-08 04:42:01,120 - mmaction - INFO - Epoch [234][620/999] lr: 1.187e-02, eta: 6:17:49, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6129, top5_acc: 0.8081, loss_cls: 1.7119, loss: 1.7119, grad_norm: 3.2413 2020-10-08 04:42:21,155 - mmaction - INFO - Epoch [234][640/999] lr: 1.187e-02, eta: 6:17:29, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6004, top5_acc: 0.8047, loss_cls: 1.7285, loss: 1.7285, grad_norm: 3.3053 2020-10-08 04:42:41,153 - mmaction - INFO - Epoch [234][660/999] lr: 1.187e-02, eta: 6:17:09, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5979, top5_acc: 0.8055, loss_cls: 1.7298, loss: 1.7298, grad_norm: 3.3495 2020-10-08 04:43:01,261 - mmaction - INFO - Epoch [234][680/999] lr: 1.187e-02, eta: 6:16:48, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.5948, top5_acc: 0.7992, loss_cls: 1.7629, loss: 1.7629, grad_norm: 3.3059 2020-10-08 04:43:21,199 - mmaction - INFO - Epoch [234][700/999] lr: 1.187e-02, eta: 6:16:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6022, top5_acc: 0.8098, loss_cls: 1.6976, loss: 1.6976, grad_norm: 3.3198 2020-10-08 04:43:41,294 - mmaction - INFO - Epoch [234][720/999] lr: 1.187e-02, eta: 6:16:07, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6063, top5_acc: 0.8046, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.3212 2020-10-08 04:44:01,368 - mmaction - INFO - Epoch [234][740/999] lr: 1.187e-02, eta: 6:15:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6081, top5_acc: 0.8085, loss_cls: 1.7055, loss: 1.7055, grad_norm: 3.3124 2020-10-08 04:44:21,352 - mmaction - INFO - Epoch [234][760/999] lr: 1.187e-02, eta: 6:15:27, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6008, top5_acc: 0.8082, loss_cls: 1.7212, loss: 1.7212, grad_norm: 3.3286 2020-10-08 04:44:41,363 - mmaction - INFO - Epoch [234][780/999] lr: 1.187e-02, eta: 6:15:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.5954, top5_acc: 0.8027, loss_cls: 1.7446, loss: 1.7446, grad_norm: 3.3285 2020-10-08 04:45:01,382 - mmaction - INFO - Epoch [234][800/999] lr: 1.187e-02, eta: 6:14:46, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6018, top5_acc: 0.8072, loss_cls: 1.7210, loss: 1.7210, grad_norm: 3.3227 2020-10-08 04:45:21,395 - mmaction - INFO - Epoch [234][820/999] lr: 1.187e-02, eta: 6:14:26, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.5973, top5_acc: 0.8030, loss_cls: 1.7358, loss: 1.7358, grad_norm: 3.3110 2020-10-08 04:45:41,402 - mmaction - INFO - Epoch [234][840/999] lr: 1.187e-02, eta: 6:14:05, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6083, top5_acc: 0.8048, loss_cls: 1.7209, loss: 1.7209, grad_norm: 3.2831 2020-10-08 04:46:01,593 - mmaction - INFO - Epoch [234][860/999] lr: 1.187e-02, eta: 6:13:45, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.6040, top5_acc: 0.8040, loss_cls: 1.7416, loss: 1.7416, grad_norm: 3.3432 2020-10-08 04:46:21,564 - mmaction - INFO - Epoch [234][880/999] lr: 1.187e-02, eta: 6:13:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6040, top5_acc: 0.8109, loss_cls: 1.7118, loss: 1.7118, grad_norm: 3.3110 2020-10-08 04:46:41,568 - mmaction - INFO - Epoch [234][900/999] lr: 1.187e-02, eta: 6:13:04, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6934, loss: 1.6934, grad_norm: 3.3073 2020-10-08 04:47:01,571 - mmaction - INFO - Epoch [234][920/999] lr: 1.187e-02, eta: 6:12:44, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6035, top5_acc: 0.8081, loss_cls: 1.7153, loss: 1.7153, grad_norm: 3.3128 2020-10-08 04:47:21,600 - mmaction - INFO - Epoch [234][940/999] lr: 1.187e-02, eta: 6:12:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6076, top5_acc: 0.8085, loss_cls: 1.6972, loss: 1.6972, grad_norm: 3.2671 2020-10-08 04:47:41,543 - mmaction - INFO - Epoch [234][960/999] lr: 1.187e-02, eta: 6:12:03, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.6056, top5_acc: 0.8052, loss_cls: 1.7340, loss: 1.7340, grad_norm: 3.3096 2020-10-08 04:48:01,557 - mmaction - INFO - Epoch [234][980/999] lr: 1.187e-02, eta: 6:11:43, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6018, top5_acc: 0.8038, loss_cls: 1.7244, loss: 1.7244, grad_norm: 3.3102 2020-10-08 04:49:10,157 - mmaction - INFO - Epoch [235][20/999] lr: 1.087e-02, eta: 6:11:07, time: 2.467, data_time: 1.447, memory: 8478, top1_acc: 0.6102, top5_acc: 0.8064, loss_cls: 1.7131, loss: 1.7131, grad_norm: 3.3248 2020-10-08 04:49:29,835 - mmaction - INFO - Epoch [235][40/999] lr: 1.087e-02, eta: 6:10:46, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.6124, top5_acc: 0.8164, loss_cls: 1.6720, loss: 1.6720, grad_norm: 3.3081 2020-10-08 04:49:49,662 - mmaction - INFO - Epoch [235][60/999] lr: 1.087e-02, eta: 6:10:26, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.6130, top5_acc: 0.8221, loss_cls: 1.6412, loss: 1.6412, grad_norm: 3.2946 2020-10-08 04:50:09,710 - mmaction - INFO - Epoch [235][80/999] lr: 1.087e-02, eta: 6:10:05, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6007, top5_acc: 0.8092, loss_cls: 1.7045, loss: 1.7045, grad_norm: 3.3592 2020-10-08 04:50:29,859 - mmaction - INFO - Epoch [235][100/999] lr: 1.087e-02, eta: 6:09:45, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.6018, top5_acc: 0.8121, loss_cls: 1.6981, loss: 1.6981, grad_norm: 3.3714 2020-10-08 04:50:49,871 - mmaction - INFO - Epoch [235][120/999] lr: 1.087e-02, eta: 6:09:25, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6113, top5_acc: 0.8180, loss_cls: 1.6496, loss: 1.6496, grad_norm: 3.3465 2020-10-08 04:51:09,881 - mmaction - INFO - Epoch [235][140/999] lr: 1.087e-02, eta: 6:09:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6085, top5_acc: 0.8047, loss_cls: 1.7112, loss: 1.7112, grad_norm: 3.3712 2020-10-08 04:51:29,973 - mmaction - INFO - Epoch [235][160/999] lr: 1.087e-02, eta: 6:08:44, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6100, top5_acc: 0.8142, loss_cls: 1.6986, loss: 1.6986, grad_norm: 3.3494 2020-10-08 04:51:49,937 - mmaction - INFO - Epoch [235][180/999] lr: 1.087e-02, eta: 6:08:24, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.6070, top5_acc: 0.8122, loss_cls: 1.6881, loss: 1.6881, grad_norm: 3.2933 2020-10-08 04:52:09,987 - mmaction - INFO - Epoch [235][200/999] lr: 1.087e-02, eta: 6:08:03, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6121, top5_acc: 0.8152, loss_cls: 1.6656, loss: 1.6656, grad_norm: 3.3137 2020-10-08 04:52:30,109 - mmaction - INFO - Epoch [235][220/999] lr: 1.087e-02, eta: 6:07:43, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6055, top5_acc: 0.8115, loss_cls: 1.7048, loss: 1.7048, grad_norm: 3.3732 2020-10-08 04:52:50,021 - mmaction - INFO - Epoch [235][240/999] lr: 1.087e-02, eta: 6:07:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6034, top5_acc: 0.8113, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.3463 2020-10-08 04:53:10,100 - mmaction - INFO - Epoch [235][260/999] lr: 1.087e-02, eta: 6:07:02, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6092, top5_acc: 0.8126, loss_cls: 1.7001, loss: 1.7001, grad_norm: 3.3046 2020-10-08 04:53:30,201 - mmaction - INFO - Epoch [235][280/999] lr: 1.087e-02, eta: 6:06:42, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6047, top5_acc: 0.8076, loss_cls: 1.7082, loss: 1.7082, grad_norm: 3.3650 2020-10-08 04:53:50,141 - mmaction - INFO - Epoch [235][300/999] lr: 1.087e-02, eta: 6:06:21, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6082, top5_acc: 0.8061, loss_cls: 1.6942, loss: 1.6942, grad_norm: 3.3365 2020-10-08 04:54:10,162 - mmaction - INFO - Epoch [235][320/999] lr: 1.087e-02, eta: 6:06:01, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6056, top5_acc: 0.8089, loss_cls: 1.7100, loss: 1.7100, grad_norm: 3.3277 2020-10-08 04:54:30,132 - mmaction - INFO - Epoch [235][340/999] lr: 1.087e-02, eta: 6:05:41, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6069, top5_acc: 0.8142, loss_cls: 1.6917, loss: 1.6917, grad_norm: 3.3681 2020-10-08 04:54:50,162 - mmaction - INFO - Epoch [235][360/999] lr: 1.087e-02, eta: 6:05:20, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6085, top5_acc: 0.8154, loss_cls: 1.6642, loss: 1.6642, grad_norm: 3.3674 2020-10-08 04:55:10,089 - mmaction - INFO - Epoch [235][380/999] lr: 1.087e-02, eta: 6:05:00, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.6126, top5_acc: 0.8130, loss_cls: 1.6871, loss: 1.6871, grad_norm: 3.3559 2020-10-08 04:55:30,160 - mmaction - INFO - Epoch [235][400/999] lr: 1.087e-02, eta: 6:04:39, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6089, top5_acc: 0.8115, loss_cls: 1.6836, loss: 1.6836, grad_norm: 3.3369 2020-10-08 04:55:50,211 - mmaction - INFO - Epoch [235][420/999] lr: 1.087e-02, eta: 6:04:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6025, top5_acc: 0.8053, loss_cls: 1.7085, loss: 1.7085, grad_norm: 3.3664 2020-10-08 04:56:10,123 - mmaction - INFO - Epoch [235][440/999] lr: 1.087e-02, eta: 6:03:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6021, top5_acc: 0.8150, loss_cls: 1.7038, loss: 1.7038, grad_norm: 3.4032 2020-10-08 04:56:30,092 - mmaction - INFO - Epoch [235][460/999] lr: 1.087e-02, eta: 6:03:38, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6190, top5_acc: 0.8133, loss_cls: 1.6631, loss: 1.6631, grad_norm: 3.3548 2020-10-08 04:56:50,089 - mmaction - INFO - Epoch [235][480/999] lr: 1.087e-02, eta: 6:03:18, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6068, top5_acc: 0.8049, loss_cls: 1.6950, loss: 1.6950, grad_norm: 3.3626 2020-10-08 04:57:10,229 - mmaction - INFO - Epoch [235][500/999] lr: 1.087e-02, eta: 6:02:58, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.5993, top5_acc: 0.8147, loss_cls: 1.6816, loss: 1.6816, grad_norm: 3.3781 2020-10-08 04:57:30,274 - mmaction - INFO - Epoch [235][520/999] lr: 1.087e-02, eta: 6:02:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5908, top5_acc: 0.7983, loss_cls: 1.7636, loss: 1.7636, grad_norm: 3.3451 2020-10-08 04:57:50,257 - mmaction - INFO - Epoch [235][540/999] lr: 1.087e-02, eta: 6:02:17, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6152, top5_acc: 0.8147, loss_cls: 1.6598, loss: 1.6598, grad_norm: 3.3156 2020-10-08 04:58:10,399 - mmaction - INFO - Epoch [235][560/999] lr: 1.087e-02, eta: 6:01:56, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6004, top5_acc: 0.8061, loss_cls: 1.7314, loss: 1.7314, grad_norm: 3.3621 2020-10-08 04:58:30,362 - mmaction - INFO - Epoch [235][580/999] lr: 1.087e-02, eta: 6:01:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6010, top5_acc: 0.8062, loss_cls: 1.7097, loss: 1.7097, grad_norm: 3.3473 2020-10-08 04:58:50,304 - mmaction - INFO - Epoch [235][600/999] lr: 1.087e-02, eta: 6:01:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.5949, top5_acc: 0.8086, loss_cls: 1.7147, loss: 1.7147, grad_norm: 3.4017 2020-10-08 04:59:10,419 - mmaction - INFO - Epoch [235][620/999] lr: 1.087e-02, eta: 6:00:55, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6047, top5_acc: 0.8051, loss_cls: 1.7186, loss: 1.7186, grad_norm: 3.3495 2020-10-08 04:59:30,373 - mmaction - INFO - Epoch [235][640/999] lr: 1.087e-02, eta: 6:00:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6094, top5_acc: 0.8064, loss_cls: 1.7202, loss: 1.7202, grad_norm: 3.3804 2020-10-08 04:59:50,488 - mmaction - INFO - Epoch [235][660/999] lr: 1.087e-02, eta: 6:00:15, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6076, top5_acc: 0.8072, loss_cls: 1.7180, loss: 1.7180, grad_norm: 3.3335 2020-10-08 05:00:12,350 - mmaction - INFO - Epoch [235][680/999] lr: 1.087e-02, eta: 5:59:55, time: 1.093, data_time: 0.002, memory: 8478, top1_acc: 0.5967, top5_acc: 0.8036, loss_cls: 1.7411, loss: 1.7411, grad_norm: 3.3881 2020-10-08 05:00:32,338 - mmaction - INFO - Epoch [235][700/999] lr: 1.087e-02, eta: 5:59:34, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6062, top5_acc: 0.8089, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.3304 2020-10-08 05:00:52,275 - mmaction - INFO - Epoch [235][720/999] lr: 1.087e-02, eta: 5:59:14, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6113, top5_acc: 0.8142, loss_cls: 1.6879, loss: 1.6879, grad_norm: 3.3618 2020-10-08 05:01:12,191 - mmaction - INFO - Epoch [235][740/999] lr: 1.087e-02, eta: 5:58:54, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6188, top5_acc: 0.8112, loss_cls: 1.6814, loss: 1.6814, grad_norm: 3.3713 2020-10-08 05:01:32,309 - mmaction - INFO - Epoch [235][760/999] lr: 1.087e-02, eta: 5:58:33, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6027, top5_acc: 0.8138, loss_cls: 1.6986, loss: 1.6986, grad_norm: 3.3324 2020-10-08 05:01:52,312 - mmaction - INFO - Epoch [235][780/999] lr: 1.087e-02, eta: 5:58:13, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6051, top5_acc: 0.8116, loss_cls: 1.6931, loss: 1.6931, grad_norm: 3.3657 2020-10-08 05:02:12,292 - mmaction - INFO - Epoch [235][800/999] lr: 1.087e-02, eta: 5:57:53, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6096, top5_acc: 0.8118, loss_cls: 1.6736, loss: 1.6736, grad_norm: 3.3059 2020-10-08 05:02:32,350 - mmaction - INFO - Epoch [235][820/999] lr: 1.087e-02, eta: 5:57:32, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6009, top5_acc: 0.8001, loss_cls: 1.7352, loss: 1.7352, grad_norm: 3.3729 2020-10-08 05:02:52,278 - mmaction - INFO - Epoch [235][840/999] lr: 1.087e-02, eta: 5:57:12, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6033, top5_acc: 0.8069, loss_cls: 1.7169, loss: 1.7169, grad_norm: 3.4049 2020-10-08 05:03:12,254 - mmaction - INFO - Epoch [235][860/999] lr: 1.087e-02, eta: 5:56:51, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6039, top5_acc: 0.8091, loss_cls: 1.7134, loss: 1.7134, grad_norm: 3.3702 2020-10-08 05:03:32,278 - mmaction - INFO - Epoch [235][880/999] lr: 1.087e-02, eta: 5:56:31, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.5982, top5_acc: 0.8053, loss_cls: 1.7260, loss: 1.7260, grad_norm: 3.4317 2020-10-08 05:03:52,317 - mmaction - INFO - Epoch [235][900/999] lr: 1.087e-02, eta: 5:56:11, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6132, top5_acc: 0.8109, loss_cls: 1.6708, loss: 1.6708, grad_norm: 3.3426 2020-10-08 05:04:12,412 - mmaction - INFO - Epoch [235][920/999] lr: 1.087e-02, eta: 5:55:50, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6049, top5_acc: 0.8046, loss_cls: 1.7118, loss: 1.7118, grad_norm: 3.3968 2020-10-08 05:04:32,407 - mmaction - INFO - Epoch [235][940/999] lr: 1.087e-02, eta: 5:55:30, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6111, top5_acc: 0.8159, loss_cls: 1.6603, loss: 1.6603, grad_norm: 3.3677 2020-10-08 05:04:52,400 - mmaction - INFO - Epoch [235][960/999] lr: 1.087e-02, eta: 5:55:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.5997, top5_acc: 0.8095, loss_cls: 1.7213, loss: 1.7213, grad_norm: 3.4588 2020-10-08 05:05:12,320 - mmaction - INFO - Epoch [235][980/999] lr: 1.087e-02, eta: 5:54:49, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.6118, top5_acc: 0.8139, loss_cls: 1.6880, loss: 1.6880, grad_norm: 3.3223 2020-10-08 05:06:25,228 - mmaction - INFO - Epoch [236][20/999] lr: 9.907e-03, eta: 5:54:14, time: 2.606, data_time: 1.607, memory: 8478, top1_acc: 0.6214, top5_acc: 0.8148, loss_cls: 1.6457, loss: 1.6457, grad_norm: 3.3800 2020-10-08 05:06:44,896 - mmaction - INFO - Epoch [236][40/999] lr: 9.907e-03, eta: 5:53:54, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.6137, top5_acc: 0.8171, loss_cls: 1.6634, loss: 1.6634, grad_norm: 3.3597 2020-10-08 05:07:04,654 - mmaction - INFO - Epoch [236][60/999] lr: 9.907e-03, eta: 5:53:33, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.6146, top5_acc: 0.8066, loss_cls: 1.6985, loss: 1.6985, grad_norm: 3.3600 2020-10-08 05:07:24,633 - mmaction - INFO - Epoch [236][80/999] lr: 9.907e-03, eta: 5:53:13, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6085, top5_acc: 0.8103, loss_cls: 1.6833, loss: 1.6833, grad_norm: 3.3436 2020-10-08 05:07:44,658 - mmaction - INFO - Epoch [236][100/999] lr: 9.907e-03, eta: 5:52:52, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6264, top5_acc: 0.8240, loss_cls: 1.6127, loss: 1.6127, grad_norm: 3.2773 2020-10-08 05:08:04,652 - mmaction - INFO - Epoch [236][120/999] lr: 9.907e-03, eta: 5:52:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6023, top5_acc: 0.8091, loss_cls: 1.7010, loss: 1.7010, grad_norm: 3.3993 2020-10-08 05:08:24,705 - mmaction - INFO - Epoch [236][140/999] lr: 9.907e-03, eta: 5:52:12, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6237, top5_acc: 0.8181, loss_cls: 1.6318, loss: 1.6318, grad_norm: 3.2922 2020-10-08 05:08:44,791 - mmaction - INFO - Epoch [236][160/999] lr: 9.907e-03, eta: 5:51:51, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6107, top5_acc: 0.8056, loss_cls: 1.7069, loss: 1.7069, grad_norm: 3.3845 2020-10-08 05:09:04,749 - mmaction - INFO - Epoch [236][180/999] lr: 9.907e-03, eta: 5:51:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6215, top5_acc: 0.8210, loss_cls: 1.6431, loss: 1.6431, grad_norm: 3.3653 2020-10-08 05:09:24,803 - mmaction - INFO - Epoch [236][200/999] lr: 9.907e-03, eta: 5:51:11, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6147, top5_acc: 0.8167, loss_cls: 1.6497, loss: 1.6497, grad_norm: 3.3139 2020-10-08 05:09:44,913 - mmaction - INFO - Epoch [236][220/999] lr: 9.907e-03, eta: 5:50:50, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6055, top5_acc: 0.8147, loss_cls: 1.6823, loss: 1.6823, grad_norm: 3.4244 2020-10-08 05:10:04,921 - mmaction - INFO - Epoch [236][240/999] lr: 9.907e-03, eta: 5:50:30, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6126, top5_acc: 0.8055, loss_cls: 1.7101, loss: 1.7101, grad_norm: 3.3928 2020-10-08 05:10:24,941 - mmaction - INFO - Epoch [236][260/999] lr: 9.907e-03, eta: 5:50:09, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6204, top5_acc: 0.8163, loss_cls: 1.6337, loss: 1.6337, grad_norm: 3.3251 2020-10-08 05:10:45,019 - mmaction - INFO - Epoch [236][280/999] lr: 9.907e-03, eta: 5:49:49, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6092, top5_acc: 0.8078, loss_cls: 1.7149, loss: 1.7149, grad_norm: 3.4280 2020-10-08 05:11:04,998 - mmaction - INFO - Epoch [236][300/999] lr: 9.907e-03, eta: 5:49:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6090, top5_acc: 0.8158, loss_cls: 1.6775, loss: 1.6775, grad_norm: 3.4054 2020-10-08 05:11:24,968 - mmaction - INFO - Epoch [236][320/999] lr: 9.907e-03, eta: 5:49:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6122, top5_acc: 0.8112, loss_cls: 1.6890, loss: 1.6890, grad_norm: 3.4088 2020-10-08 05:11:45,037 - mmaction - INFO - Epoch [236][340/999] lr: 9.907e-03, eta: 5:48:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6163, top5_acc: 0.8174, loss_cls: 1.6580, loss: 1.6580, grad_norm: 3.3814 2020-10-08 05:12:05,121 - mmaction - INFO - Epoch [236][360/999] lr: 9.907e-03, eta: 5:48:28, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6142, top5_acc: 0.8159, loss_cls: 1.6689, loss: 1.6689, grad_norm: 3.4193 2020-10-08 05:12:25,130 - mmaction - INFO - Epoch [236][380/999] lr: 9.907e-03, eta: 5:48:07, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6195, top5_acc: 0.8189, loss_cls: 1.6423, loss: 1.6423, grad_norm: 3.3613 2020-10-08 05:12:45,115 - mmaction - INFO - Epoch [236][400/999] lr: 9.907e-03, eta: 5:47:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6139, top5_acc: 0.8143, loss_cls: 1.6776, loss: 1.6776, grad_norm: 3.3688 2020-10-08 05:13:05,078 - mmaction - INFO - Epoch [236][420/999] lr: 9.907e-03, eta: 5:47:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6181, top5_acc: 0.8194, loss_cls: 1.6510, loss: 1.6510, grad_norm: 3.3874 2020-10-08 05:13:25,115 - mmaction - INFO - Epoch [236][440/999] lr: 9.907e-03, eta: 5:47:06, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6181, top5_acc: 0.8195, loss_cls: 1.6463, loss: 1.6463, grad_norm: 3.3344 2020-10-08 05:13:45,090 - mmaction - INFO - Epoch [236][460/999] lr: 9.907e-03, eta: 5:46:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6133, top5_acc: 0.8143, loss_cls: 1.6591, loss: 1.6591, grad_norm: 3.3680 2020-10-08 05:14:05,059 - mmaction - INFO - Epoch [236][480/999] lr: 9.907e-03, eta: 5:46:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6266, top5_acc: 0.8228, loss_cls: 1.6250, loss: 1.6250, grad_norm: 3.3716 2020-10-08 05:14:25,104 - mmaction - INFO - Epoch [236][500/999] lr: 9.907e-03, eta: 5:46:05, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6132, top5_acc: 0.8219, loss_cls: 1.6314, loss: 1.6314, grad_norm: 3.3542 2020-10-08 05:14:45,140 - mmaction - INFO - Epoch [236][520/999] lr: 9.907e-03, eta: 5:45:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6103, top5_acc: 0.8187, loss_cls: 1.6700, loss: 1.6700, grad_norm: 3.4599 2020-10-08 05:15:05,265 - mmaction - INFO - Epoch [236][540/999] lr: 9.907e-03, eta: 5:45:24, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6117, top5_acc: 0.8137, loss_cls: 1.6755, loss: 1.6755, grad_norm: 3.3574 2020-10-08 05:15:25,352 - mmaction - INFO - Epoch [236][560/999] lr: 9.907e-03, eta: 5:45:04, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6092, top5_acc: 0.8096, loss_cls: 1.6972, loss: 1.6972, grad_norm: 3.4229 2020-10-08 05:15:45,439 - mmaction - INFO - Epoch [236][580/999] lr: 9.907e-03, eta: 5:44:44, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6061, top5_acc: 0.8173, loss_cls: 1.6800, loss: 1.6800, grad_norm: 3.4126 2020-10-08 05:16:05,412 - mmaction - INFO - Epoch [236][600/999] lr: 9.907e-03, eta: 5:44:23, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6100, top5_acc: 0.8098, loss_cls: 1.6861, loss: 1.6861, grad_norm: 3.4256 2020-10-08 05:16:25,518 - mmaction - INFO - Epoch [236][620/999] lr: 9.907e-03, eta: 5:44:03, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6137, top5_acc: 0.8135, loss_cls: 1.6877, loss: 1.6877, grad_norm: 3.4229 2020-10-08 05:16:45,533 - mmaction - INFO - Epoch [236][640/999] lr: 9.907e-03, eta: 5:43:42, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.5999, top5_acc: 0.8083, loss_cls: 1.7259, loss: 1.7259, grad_norm: 3.4828 2020-10-08 05:17:05,517 - mmaction - INFO - Epoch [236][660/999] lr: 9.907e-03, eta: 5:43:22, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6107, top5_acc: 0.8121, loss_cls: 1.6679, loss: 1.6679, grad_norm: 3.3931 2020-10-08 05:17:25,465 - mmaction - INFO - Epoch [236][680/999] lr: 9.907e-03, eta: 5:43:02, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6083, top5_acc: 0.8132, loss_cls: 1.6783, loss: 1.6783, grad_norm: 3.4063 2020-10-08 05:17:45,521 - mmaction - INFO - Epoch [236][700/999] lr: 9.907e-03, eta: 5:42:41, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6142, top5_acc: 0.8126, loss_cls: 1.6641, loss: 1.6641, grad_norm: 3.3955 2020-10-08 05:18:05,491 - mmaction - INFO - Epoch [236][720/999] lr: 9.907e-03, eta: 5:42:21, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6212, top5_acc: 0.8233, loss_cls: 1.6360, loss: 1.6360, grad_norm: 3.3777 2020-10-08 05:18:25,650 - mmaction - INFO - Epoch [236][740/999] lr: 9.907e-03, eta: 5:42:01, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.6113, top5_acc: 0.8120, loss_cls: 1.6781, loss: 1.6781, grad_norm: 3.4679 2020-10-08 05:18:45,621 - mmaction - INFO - Epoch [236][760/999] lr: 9.907e-03, eta: 5:41:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6073, top5_acc: 0.8121, loss_cls: 1.6897, loss: 1.6897, grad_norm: 3.4167 2020-10-08 05:19:05,639 - mmaction - INFO - Epoch [236][780/999] lr: 9.907e-03, eta: 5:41:20, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6029, top5_acc: 0.8104, loss_cls: 1.7059, loss: 1.7059, grad_norm: 3.4286 2020-10-08 05:19:25,684 - mmaction - INFO - Epoch [236][800/999] lr: 9.907e-03, eta: 5:41:00, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6117, top5_acc: 0.8082, loss_cls: 1.6779, loss: 1.6779, grad_norm: 3.4041 2020-10-08 05:19:45,782 - mmaction - INFO - Epoch [236][820/999] lr: 9.907e-03, eta: 5:40:39, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6040, top5_acc: 0.8104, loss_cls: 1.6981, loss: 1.6981, grad_norm: 3.4587 2020-10-08 05:20:05,829 - mmaction - INFO - Epoch [236][840/999] lr: 9.907e-03, eta: 5:40:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6098, top5_acc: 0.8116, loss_cls: 1.7031, loss: 1.7031, grad_norm: 3.4157 2020-10-08 05:20:25,730 - mmaction - INFO - Epoch [236][860/999] lr: 9.907e-03, eta: 5:39:58, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6151, top5_acc: 0.8122, loss_cls: 1.6625, loss: 1.6625, grad_norm: 3.4098 2020-10-08 05:20:45,717 - mmaction - INFO - Epoch [236][880/999] lr: 9.907e-03, eta: 5:39:38, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.5964, top5_acc: 0.8055, loss_cls: 1.7227, loss: 1.7227, grad_norm: 3.4270 2020-10-08 05:21:05,805 - mmaction - INFO - Epoch [236][900/999] lr: 9.907e-03, eta: 5:39:18, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6017, top5_acc: 0.8128, loss_cls: 1.7042, loss: 1.7042, grad_norm: 3.4802 2020-10-08 05:21:25,837 - mmaction - INFO - Epoch [236][920/999] lr: 9.907e-03, eta: 5:38:57, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6137, top5_acc: 0.8082, loss_cls: 1.6878, loss: 1.6878, grad_norm: 3.4199 2020-10-08 05:21:45,811 - mmaction - INFO - Epoch [236][940/999] lr: 9.907e-03, eta: 5:38:37, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6193, top5_acc: 0.8161, loss_cls: 1.6546, loss: 1.6546, grad_norm: 3.4046 2020-10-08 05:22:05,807 - mmaction - INFO - Epoch [236][960/999] lr: 9.907e-03, eta: 5:38:17, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6023, top5_acc: 0.8025, loss_cls: 1.7501, loss: 1.7501, grad_norm: 3.4752 2020-10-08 05:22:25,865 - mmaction - INFO - Epoch [236][980/999] lr: 9.907e-03, eta: 5:37:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6203, top5_acc: 0.8225, loss_cls: 1.6549, loss: 1.6549, grad_norm: 3.3985 2020-10-08 05:23:34,903 - mmaction - INFO - Epoch [237][20/999] lr: 8.991e-03, eta: 5:37:20, time: 2.488, data_time: 1.340, memory: 8478, top1_acc: 0.6076, top5_acc: 0.8142, loss_cls: 1.6717, loss: 1.6717, grad_norm: 3.4235 2020-10-08 05:23:54,617 - mmaction - INFO - Epoch [237][40/999] lr: 8.991e-03, eta: 5:37:00, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.6307, top5_acc: 0.8240, loss_cls: 1.5986, loss: 1.5986, grad_norm: 3.3815 2020-10-08 05:24:14,397 - mmaction - INFO - Epoch [237][60/999] lr: 8.991e-03, eta: 5:36:39, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.6159, top5_acc: 0.8147, loss_cls: 1.6500, loss: 1.6500, grad_norm: 3.4697 2020-10-08 05:24:34,373 - mmaction - INFO - Epoch [237][80/999] lr: 8.991e-03, eta: 5:36:19, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6194, top5_acc: 0.8152, loss_cls: 1.6370, loss: 1.6370, grad_norm: 3.3786 2020-10-08 05:24:54,390 - mmaction - INFO - Epoch [237][100/999] lr: 8.991e-03, eta: 5:35:58, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6167, top5_acc: 0.8163, loss_cls: 1.6522, loss: 1.6522, grad_norm: 3.4437 2020-10-08 05:25:14,507 - mmaction - INFO - Epoch [237][120/999] lr: 8.991e-03, eta: 5:35:38, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6177, top5_acc: 0.8211, loss_cls: 1.6561, loss: 1.6561, grad_norm: 3.4250 2020-10-08 05:25:34,455 - mmaction - INFO - Epoch [237][140/999] lr: 8.991e-03, eta: 5:35:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6115, top5_acc: 0.8190, loss_cls: 1.6435, loss: 1.6435, grad_norm: 3.4107 2020-10-08 05:25:54,505 - mmaction - INFO - Epoch [237][160/999] lr: 8.991e-03, eta: 5:34:57, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6132, top5_acc: 0.8174, loss_cls: 1.6499, loss: 1.6499, grad_norm: 3.3850 2020-10-08 05:26:14,481 - mmaction - INFO - Epoch [237][180/999] lr: 8.991e-03, eta: 5:34:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6177, top5_acc: 0.8171, loss_cls: 1.6483, loss: 1.6483, grad_norm: 3.3866 2020-10-08 05:26:34,499 - mmaction - INFO - Epoch [237][200/999] lr: 8.991e-03, eta: 5:34:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6201, top5_acc: 0.8161, loss_cls: 1.6473, loss: 1.6473, grad_norm: 3.4092 2020-10-08 05:26:54,459 - mmaction - INFO - Epoch [237][220/999] lr: 8.991e-03, eta: 5:33:56, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6177, top5_acc: 0.8233, loss_cls: 1.6428, loss: 1.6428, grad_norm: 3.4350 2020-10-08 05:27:14,415 - mmaction - INFO - Epoch [237][240/999] lr: 8.991e-03, eta: 5:33:36, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6159, top5_acc: 0.8151, loss_cls: 1.6611, loss: 1.6611, grad_norm: 3.3851 2020-10-08 05:27:34,536 - mmaction - INFO - Epoch [237][260/999] lr: 8.991e-03, eta: 5:33:15, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6173, top5_acc: 0.8225, loss_cls: 1.6157, loss: 1.6157, grad_norm: 3.3690 2020-10-08 05:27:54,671 - mmaction - INFO - Epoch [237][280/999] lr: 8.991e-03, eta: 5:32:55, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6068, top5_acc: 0.8134, loss_cls: 1.6820, loss: 1.6820, grad_norm: 3.4201 2020-10-08 05:28:14,667 - mmaction - INFO - Epoch [237][300/999] lr: 8.991e-03, eta: 5:32:35, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6145, top5_acc: 0.8139, loss_cls: 1.6538, loss: 1.6538, grad_norm: 3.3835 2020-10-08 05:28:34,762 - mmaction - INFO - Epoch [237][320/999] lr: 8.991e-03, eta: 5:32:14, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6203, top5_acc: 0.8224, loss_cls: 1.6287, loss: 1.6287, grad_norm: 3.3546 2020-10-08 05:28:54,780 - mmaction - INFO - Epoch [237][340/999] lr: 8.991e-03, eta: 5:31:54, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6230, top5_acc: 0.8122, loss_cls: 1.6444, loss: 1.6444, grad_norm: 3.3757 2020-10-08 05:29:14,946 - mmaction - INFO - Epoch [237][360/999] lr: 8.991e-03, eta: 5:31:34, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.6190, top5_acc: 0.8164, loss_cls: 1.6359, loss: 1.6359, grad_norm: 3.4098 2020-10-08 05:29:34,887 - mmaction - INFO - Epoch [237][380/999] lr: 8.991e-03, eta: 5:31:13, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6207, top5_acc: 0.8159, loss_cls: 1.6425, loss: 1.6425, grad_norm: 3.4427 2020-10-08 05:29:54,935 - mmaction - INFO - Epoch [237][400/999] lr: 8.991e-03, eta: 5:30:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6138, top5_acc: 0.8130, loss_cls: 1.6526, loss: 1.6526, grad_norm: 3.3862 2020-10-08 05:30:15,790 - mmaction - INFO - Epoch [237][420/999] lr: 8.991e-03, eta: 5:30:33, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6542, loss: 1.6542, grad_norm: 3.4588 2020-10-08 05:30:35,825 - mmaction - INFO - Epoch [237][440/999] lr: 8.991e-03, eta: 5:30:13, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6194, top5_acc: 0.8197, loss_cls: 1.6382, loss: 1.6382, grad_norm: 3.4142 2020-10-08 05:30:55,937 - mmaction - INFO - Epoch [237][460/999] lr: 8.991e-03, eta: 5:29:52, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6184, top5_acc: 0.8151, loss_cls: 1.6483, loss: 1.6483, grad_norm: 3.4265 2020-10-08 05:31:15,887 - mmaction - INFO - Epoch [237][480/999] lr: 8.991e-03, eta: 5:29:32, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6527, loss: 1.6527, grad_norm: 3.4499 2020-10-08 05:31:35,894 - mmaction - INFO - Epoch [237][500/999] lr: 8.991e-03, eta: 5:29:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6082, top5_acc: 0.8178, loss_cls: 1.6656, loss: 1.6656, grad_norm: 3.5046 2020-10-08 05:31:55,836 - mmaction - INFO - Epoch [237][520/999] lr: 8.991e-03, eta: 5:28:51, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6186, top5_acc: 0.8191, loss_cls: 1.6572, loss: 1.6572, grad_norm: 3.4981 2020-10-08 05:32:15,872 - mmaction - INFO - Epoch [237][540/999] lr: 8.991e-03, eta: 5:28:31, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6171, top5_acc: 0.8189, loss_cls: 1.6347, loss: 1.6347, grad_norm: 3.4522 2020-10-08 05:32:35,801 - mmaction - INFO - Epoch [237][560/999] lr: 8.991e-03, eta: 5:28:10, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6211, top5_acc: 0.8148, loss_cls: 1.6435, loss: 1.6435, grad_norm: 3.3891 2020-10-08 05:32:55,816 - mmaction - INFO - Epoch [237][580/999] lr: 8.991e-03, eta: 5:27:50, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6292, top5_acc: 0.8215, loss_cls: 1.6270, loss: 1.6270, grad_norm: 3.4149 2020-10-08 05:33:15,825 - mmaction - INFO - Epoch [237][600/999] lr: 8.991e-03, eta: 5:27:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6255, top5_acc: 0.8146, loss_cls: 1.6546, loss: 1.6546, grad_norm: 3.4800 2020-10-08 05:33:35,945 - mmaction - INFO - Epoch [237][620/999] lr: 8.991e-03, eta: 5:27:09, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6118, top5_acc: 0.8118, loss_cls: 1.6730, loss: 1.6730, grad_norm: 3.4729 2020-10-08 05:33:55,994 - mmaction - INFO - Epoch [237][640/999] lr: 8.991e-03, eta: 5:26:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6160, top5_acc: 0.8165, loss_cls: 1.6556, loss: 1.6556, grad_norm: 3.3968 2020-10-08 05:34:15,874 - mmaction - INFO - Epoch [237][660/999] lr: 8.991e-03, eta: 5:26:29, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.6180, top5_acc: 0.8182, loss_cls: 1.6602, loss: 1.6602, grad_norm: 3.3865 2020-10-08 05:34:35,863 - mmaction - INFO - Epoch [237][680/999] lr: 8.991e-03, eta: 5:26:08, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6128, top5_acc: 0.8174, loss_cls: 1.6664, loss: 1.6664, grad_norm: 3.4402 2020-10-08 05:34:55,819 - mmaction - INFO - Epoch [237][700/999] lr: 8.991e-03, eta: 5:25:48, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6159, top5_acc: 0.8129, loss_cls: 1.6465, loss: 1.6465, grad_norm: 3.4585 2020-10-08 05:35:15,899 - mmaction - INFO - Epoch [237][720/999] lr: 8.991e-03, eta: 5:25:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6100, top5_acc: 0.8151, loss_cls: 1.6534, loss: 1.6534, grad_norm: 3.5170 2020-10-08 05:35:35,965 - mmaction - INFO - Epoch [237][740/999] lr: 8.991e-03, eta: 5:25:07, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6128, top5_acc: 0.8195, loss_cls: 1.6393, loss: 1.6393, grad_norm: 3.4435 2020-10-08 05:35:56,099 - mmaction - INFO - Epoch [237][760/999] lr: 8.991e-03, eta: 5:24:47, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6134, top5_acc: 0.8185, loss_cls: 1.6532, loss: 1.6532, grad_norm: 3.4589 2020-10-08 05:36:15,996 - mmaction - INFO - Epoch [237][780/999] lr: 8.991e-03, eta: 5:24:26, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.6096, top5_acc: 0.8090, loss_cls: 1.6922, loss: 1.6922, grad_norm: 3.4669 2020-10-08 05:36:36,048 - mmaction - INFO - Epoch [237][800/999] lr: 8.991e-03, eta: 5:24:06, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.6597, loss: 1.6597, grad_norm: 3.4409 2020-10-08 05:36:56,175 - mmaction - INFO - Epoch [237][820/999] lr: 8.991e-03, eta: 5:23:46, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6158, top5_acc: 0.8115, loss_cls: 1.6620, loss: 1.6620, grad_norm: 3.4391 2020-10-08 05:37:16,144 - mmaction - INFO - Epoch [237][840/999] lr: 8.991e-03, eta: 5:23:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6164, top5_acc: 0.8160, loss_cls: 1.6491, loss: 1.6491, grad_norm: 3.4452 2020-10-08 05:37:36,295 - mmaction - INFO - Epoch [237][860/999] lr: 8.991e-03, eta: 5:23:05, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6138, top5_acc: 0.8132, loss_cls: 1.6602, loss: 1.6602, grad_norm: 3.4823 2020-10-08 05:37:56,316 - mmaction - INFO - Epoch [237][880/999] lr: 8.991e-03, eta: 5:22:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6150, top5_acc: 0.8132, loss_cls: 1.6746, loss: 1.6746, grad_norm: 3.4628 2020-10-08 05:38:16,435 - mmaction - INFO - Epoch [237][900/999] lr: 8.991e-03, eta: 5:22:24, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6147, top5_acc: 0.8164, loss_cls: 1.6526, loss: 1.6526, grad_norm: 3.4733 2020-10-08 05:38:36,656 - mmaction - INFO - Epoch [237][920/999] lr: 8.991e-03, eta: 5:22:04, time: 1.012, data_time: 0.002, memory: 8478, top1_acc: 0.6147, top5_acc: 0.8156, loss_cls: 1.6538, loss: 1.6538, grad_norm: 3.4740 2020-10-08 05:38:56,649 - mmaction - INFO - Epoch [237][940/999] lr: 8.991e-03, eta: 5:21:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6092, top5_acc: 0.8145, loss_cls: 1.6787, loss: 1.6787, grad_norm: 3.4813 2020-10-08 05:39:16,626 - mmaction - INFO - Epoch [237][960/999] lr: 8.991e-03, eta: 5:21:23, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6187, top5_acc: 0.8191, loss_cls: 1.6528, loss: 1.6528, grad_norm: 3.4860 2020-10-08 05:39:36,725 - mmaction - INFO - Epoch [237][980/999] lr: 8.991e-03, eta: 5:21:03, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6155, top5_acc: 0.8118, loss_cls: 1.6796, loss: 1.6796, grad_norm: 3.4834 2020-10-08 05:40:45,639 - mmaction - INFO - Epoch [238][20/999] lr: 8.118e-03, eta: 5:20:27, time: 2.477, data_time: 1.292, memory: 8478, top1_acc: 0.6240, top5_acc: 0.8225, loss_cls: 1.6041, loss: 1.6041, grad_norm: 3.4350 2020-10-08 05:41:05,339 - mmaction - INFO - Epoch [238][40/999] lr: 8.118e-03, eta: 5:20:06, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.6251, top5_acc: 0.8182, loss_cls: 1.6132, loss: 1.6132, grad_norm: 3.4395 2020-10-08 05:41:25,270 - mmaction - INFO - Epoch [238][60/999] lr: 8.118e-03, eta: 5:19:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6237, top5_acc: 0.8257, loss_cls: 1.5849, loss: 1.5849, grad_norm: 3.4115 2020-10-08 05:41:45,333 - mmaction - INFO - Epoch [238][80/999] lr: 8.118e-03, eta: 5:19:25, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6258, top5_acc: 0.8197, loss_cls: 1.6171, loss: 1.6171, grad_norm: 3.4534 2020-10-08 05:42:05,353 - mmaction - INFO - Epoch [238][100/999] lr: 8.118e-03, eta: 5:19:05, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6094, top5_acc: 0.8129, loss_cls: 1.6820, loss: 1.6820, grad_norm: 3.4922 2020-10-08 05:42:25,360 - mmaction - INFO - Epoch [238][120/999] lr: 8.118e-03, eta: 5:18:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6246, top5_acc: 0.8260, loss_cls: 1.6069, loss: 1.6069, grad_norm: 3.4089 2020-10-08 05:42:45,502 - mmaction - INFO - Epoch [238][140/999] lr: 8.118e-03, eta: 5:18:24, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.6272, top5_acc: 0.8257, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.3923 2020-10-08 05:43:05,476 - mmaction - INFO - Epoch [238][160/999] lr: 8.118e-03, eta: 5:18:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6257, top5_acc: 0.8246, loss_cls: 1.6011, loss: 1.6011, grad_norm: 3.4362 2020-10-08 05:43:25,520 - mmaction - INFO - Epoch [238][180/999] lr: 8.118e-03, eta: 5:17:44, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6303, top5_acc: 0.8220, loss_cls: 1.5958, loss: 1.5958, grad_norm: 3.4221 2020-10-08 05:43:45,568 - mmaction - INFO - Epoch [238][200/999] lr: 8.118e-03, eta: 5:17:23, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6322, top5_acc: 0.8271, loss_cls: 1.5707, loss: 1.5707, grad_norm: 3.3846 2020-10-08 05:44:05,574 - mmaction - INFO - Epoch [238][220/999] lr: 8.118e-03, eta: 5:17:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6219, top5_acc: 0.8251, loss_cls: 1.6241, loss: 1.6241, grad_norm: 3.4827 2020-10-08 05:44:25,619 - mmaction - INFO - Epoch [238][240/999] lr: 8.118e-03, eta: 5:16:42, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6266, top5_acc: 0.8246, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.4110 2020-10-08 05:44:45,641 - mmaction - INFO - Epoch [238][260/999] lr: 8.118e-03, eta: 5:16:22, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6249, top5_acc: 0.8182, loss_cls: 1.6222, loss: 1.6222, grad_norm: 3.4817 2020-10-08 05:45:05,608 - mmaction - INFO - Epoch [238][280/999] lr: 8.118e-03, eta: 5:16:02, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6230, top5_acc: 0.8172, loss_cls: 1.6172, loss: 1.6172, grad_norm: 3.4579 2020-10-08 05:45:25,651 - mmaction - INFO - Epoch [238][300/999] lr: 8.118e-03, eta: 5:15:41, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6135, top5_acc: 0.8167, loss_cls: 1.6651, loss: 1.6651, grad_norm: 3.4728 2020-10-08 05:45:45,682 - mmaction - INFO - Epoch [238][320/999] lr: 8.118e-03, eta: 5:15:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6230, top5_acc: 0.8167, loss_cls: 1.6462, loss: 1.6462, grad_norm: 3.4968 2020-10-08 05:46:05,735 - mmaction - INFO - Epoch [238][340/999] lr: 8.118e-03, eta: 5:15:01, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6320, loss: 1.6320, grad_norm: 3.4720 2020-10-08 05:46:25,808 - mmaction - INFO - Epoch [238][360/999] lr: 8.118e-03, eta: 5:14:40, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6184, top5_acc: 0.8074, loss_cls: 1.6679, loss: 1.6679, grad_norm: 3.5308 2020-10-08 05:46:45,848 - mmaction - INFO - Epoch [238][380/999] lr: 8.118e-03, eta: 5:14:20, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6238, top5_acc: 0.8195, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.4188 2020-10-08 05:47:05,892 - mmaction - INFO - Epoch [238][400/999] lr: 8.118e-03, eta: 5:14:00, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6237, top5_acc: 0.8242, loss_cls: 1.6330, loss: 1.6330, grad_norm: 3.4720 2020-10-08 05:47:26,052 - mmaction - INFO - Epoch [238][420/999] lr: 8.118e-03, eta: 5:13:39, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6124, top5_acc: 0.8124, loss_cls: 1.6797, loss: 1.6797, grad_norm: 3.5221 2020-10-08 05:47:46,132 - mmaction - INFO - Epoch [238][440/999] lr: 8.118e-03, eta: 5:13:19, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6182, top5_acc: 0.8163, loss_cls: 1.6290, loss: 1.6290, grad_norm: 3.4662 2020-10-08 05:48:06,220 - mmaction - INFO - Epoch [238][460/999] lr: 8.118e-03, eta: 5:12:59, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6165, top5_acc: 0.8161, loss_cls: 1.6360, loss: 1.6360, grad_norm: 3.5053 2020-10-08 05:48:26,247 - mmaction - INFO - Epoch [238][480/999] lr: 8.118e-03, eta: 5:12:38, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6312, top5_acc: 0.8217, loss_cls: 1.6025, loss: 1.6025, grad_norm: 3.4449 2020-10-08 05:48:46,332 - mmaction - INFO - Epoch [238][500/999] lr: 8.118e-03, eta: 5:12:18, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6251, top5_acc: 0.8154, loss_cls: 1.6467, loss: 1.6467, grad_norm: 3.4681 2020-10-08 05:49:06,364 - mmaction - INFO - Epoch [238][520/999] lr: 8.118e-03, eta: 5:11:58, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6202, top5_acc: 0.8234, loss_cls: 1.6100, loss: 1.6100, grad_norm: 3.4692 2020-10-08 05:49:26,407 - mmaction - INFO - Epoch [238][540/999] lr: 8.118e-03, eta: 5:11:37, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6216, top5_acc: 0.8259, loss_cls: 1.5977, loss: 1.5977, grad_norm: 3.5189 2020-10-08 05:49:46,406 - mmaction - INFO - Epoch [238][560/999] lr: 8.118e-03, eta: 5:11:17, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6217, top5_acc: 0.8168, loss_cls: 1.6438, loss: 1.6438, grad_norm: 3.5004 2020-10-08 05:50:06,411 - mmaction - INFO - Epoch [238][580/999] lr: 8.118e-03, eta: 5:10:57, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6264, top5_acc: 0.8242, loss_cls: 1.6065, loss: 1.6065, grad_norm: 3.4296 2020-10-08 05:50:26,511 - mmaction - INFO - Epoch [238][600/999] lr: 8.118e-03, eta: 5:10:36, time: 1.007, data_time: 0.004, memory: 8478, top1_acc: 0.6237, top5_acc: 0.8242, loss_cls: 1.6355, loss: 1.6355, grad_norm: 3.5253 2020-10-08 05:50:46,578 - mmaction - INFO - Epoch [238][620/999] lr: 8.118e-03, eta: 5:10:16, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6270, top5_acc: 0.8184, loss_cls: 1.6377, loss: 1.6377, grad_norm: 3.4568 2020-10-08 05:51:06,512 - mmaction - INFO - Epoch [238][640/999] lr: 8.118e-03, eta: 5:09:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6138, top5_acc: 0.8079, loss_cls: 1.6632, loss: 1.6632, grad_norm: 3.5391 2020-10-08 05:51:26,466 - mmaction - INFO - Epoch [238][660/999] lr: 8.118e-03, eta: 5:09:35, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.6146, top5_acc: 0.8177, loss_cls: 1.6332, loss: 1.6332, grad_norm: 3.5066 2020-10-08 05:51:46,440 - mmaction - INFO - Epoch [238][680/999] lr: 8.118e-03, eta: 5:09:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.6464, loss: 1.6464, grad_norm: 3.5350 2020-10-08 05:52:06,367 - mmaction - INFO - Epoch [238][700/999] lr: 8.118e-03, eta: 5:08:54, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6267, top5_acc: 0.8190, loss_cls: 1.6168, loss: 1.6168, grad_norm: 3.4711 2020-10-08 05:52:26,317 - mmaction - INFO - Epoch [238][720/999] lr: 8.118e-03, eta: 5:08:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6238, top5_acc: 0.8147, loss_cls: 1.6372, loss: 1.6372, grad_norm: 3.4701 2020-10-08 05:52:46,354 - mmaction - INFO - Epoch [238][740/999] lr: 8.118e-03, eta: 5:08:14, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6259, top5_acc: 0.8237, loss_cls: 1.6026, loss: 1.6026, grad_norm: 3.5184 2020-10-08 05:53:06,335 - mmaction - INFO - Epoch [238][760/999] lr: 8.118e-03, eta: 5:07:53, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6104, top5_acc: 0.8100, loss_cls: 1.6669, loss: 1.6669, grad_norm: 3.4962 2020-10-08 05:53:26,245 - mmaction - INFO - Epoch [238][780/999] lr: 8.118e-03, eta: 5:07:33, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6177, top5_acc: 0.8132, loss_cls: 1.6584, loss: 1.6584, grad_norm: 3.5108 2020-10-08 05:53:46,222 - mmaction - INFO - Epoch [238][800/999] lr: 8.118e-03, eta: 5:07:13, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6293, top5_acc: 0.8207, loss_cls: 1.6125, loss: 1.6125, grad_norm: 3.4544 2020-10-08 05:54:06,145 - mmaction - INFO - Epoch [238][820/999] lr: 8.118e-03, eta: 5:06:52, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6216, top5_acc: 0.8168, loss_cls: 1.6391, loss: 1.6391, grad_norm: 3.4916 2020-10-08 05:54:26,119 - mmaction - INFO - Epoch [238][840/999] lr: 8.118e-03, eta: 5:06:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6199, top5_acc: 0.8171, loss_cls: 1.6380, loss: 1.6380, grad_norm: 3.5529 2020-10-08 05:54:46,029 - mmaction - INFO - Epoch [238][860/999] lr: 8.118e-03, eta: 5:06:11, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6161, top5_acc: 0.8193, loss_cls: 1.6564, loss: 1.6564, grad_norm: 3.5112 2020-10-08 05:55:06,040 - mmaction - INFO - Epoch [238][880/999] lr: 8.118e-03, eta: 5:05:51, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6094, top5_acc: 0.8092, loss_cls: 1.6781, loss: 1.6781, grad_norm: 3.5387 2020-10-08 05:55:25,973 - mmaction - INFO - Epoch [238][900/999] lr: 8.118e-03, eta: 5:05:31, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6224, top5_acc: 0.8191, loss_cls: 1.6361, loss: 1.6361, grad_norm: 3.4709 2020-10-08 05:55:45,951 - mmaction - INFO - Epoch [238][920/999] lr: 8.118e-03, eta: 5:05:10, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6186, top5_acc: 0.8216, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.5502 2020-10-08 05:56:05,940 - mmaction - INFO - Epoch [238][940/999] lr: 8.118e-03, eta: 5:04:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6135, top5_acc: 0.8095, loss_cls: 1.6781, loss: 1.6781, grad_norm: 3.5856 2020-10-08 05:56:25,910 - mmaction - INFO - Epoch [238][960/999] lr: 8.118e-03, eta: 5:04:30, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6194, top5_acc: 0.8177, loss_cls: 1.6650, loss: 1.6650, grad_norm: 3.5103 2020-10-08 05:56:45,905 - mmaction - INFO - Epoch [238][980/999] lr: 8.118e-03, eta: 5:04:09, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6132, top5_acc: 0.8168, loss_cls: 1.6618, loss: 1.6618, grad_norm: 3.5180 2020-10-08 05:57:55,092 - mmaction - INFO - Epoch [239][20/999] lr: 7.289e-03, eta: 5:03:33, time: 2.490, data_time: 1.475, memory: 8478, top1_acc: 0.6236, top5_acc: 0.8224, loss_cls: 1.6091, loss: 1.6091, grad_norm: 3.4799 2020-10-08 05:58:14,776 - mmaction - INFO - Epoch [239][40/999] lr: 7.289e-03, eta: 5:03:12, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.6293, top5_acc: 0.8273, loss_cls: 1.5871, loss: 1.5871, grad_norm: 3.4835 2020-10-08 05:58:34,738 - mmaction - INFO - Epoch [239][60/999] lr: 7.289e-03, eta: 5:02:52, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5831, loss: 1.5831, grad_norm: 3.5350 2020-10-08 05:58:54,789 - mmaction - INFO - Epoch [239][80/999] lr: 7.289e-03, eta: 5:02:31, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6310, top5_acc: 0.8249, loss_cls: 1.5992, loss: 1.5992, grad_norm: 3.5159 2020-10-08 05:59:14,835 - mmaction - INFO - Epoch [239][100/999] lr: 7.289e-03, eta: 5:02:11, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6411, top5_acc: 0.8306, loss_cls: 1.5426, loss: 1.5426, grad_norm: 3.4339 2020-10-08 05:59:34,848 - mmaction - INFO - Epoch [239][120/999] lr: 7.289e-03, eta: 5:01:51, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6241, top5_acc: 0.8197, loss_cls: 1.6256, loss: 1.6256, grad_norm: 3.5805 2020-10-08 05:59:54,882 - mmaction - INFO - Epoch [239][140/999] lr: 7.289e-03, eta: 5:01:30, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6141, top5_acc: 0.8121, loss_cls: 1.6566, loss: 1.6566, grad_norm: 3.5686 2020-10-08 06:00:17,034 - mmaction - INFO - Epoch [239][160/999] lr: 7.289e-03, eta: 5:01:11, time: 1.107, data_time: 0.002, memory: 8478, top1_acc: 0.6255, top5_acc: 0.8215, loss_cls: 1.6090, loss: 1.6090, grad_norm: 3.4446 2020-10-08 06:00:37,070 - mmaction - INFO - Epoch [239][180/999] lr: 7.289e-03, eta: 5:00:50, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6264, top5_acc: 0.8247, loss_cls: 1.6035, loss: 1.6035, grad_norm: 3.5100 2020-10-08 06:00:57,227 - mmaction - INFO - Epoch [239][200/999] lr: 7.289e-03, eta: 5:00:30, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6276, top5_acc: 0.8246, loss_cls: 1.5977, loss: 1.5977, grad_norm: 3.4738 2020-10-08 06:01:17,223 - mmaction - INFO - Epoch [239][220/999] lr: 7.289e-03, eta: 5:00:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6217, top5_acc: 0.8232, loss_cls: 1.6220, loss: 1.6220, grad_norm: 3.5653 2020-10-08 06:01:37,296 - mmaction - INFO - Epoch [239][240/999] lr: 7.289e-03, eta: 4:59:49, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6362, top5_acc: 0.8294, loss_cls: 1.5645, loss: 1.5645, grad_norm: 3.4483 2020-10-08 06:01:57,269 - mmaction - INFO - Epoch [239][260/999] lr: 7.289e-03, eta: 4:59:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6220, top5_acc: 0.8177, loss_cls: 1.6423, loss: 1.6423, grad_norm: 3.5389 2020-10-08 06:02:17,320 - mmaction - INFO - Epoch [239][280/999] lr: 7.289e-03, eta: 4:59:09, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6243, top5_acc: 0.8193, loss_cls: 1.6328, loss: 1.6328, grad_norm: 3.4930 2020-10-08 06:02:37,420 - mmaction - INFO - Epoch [239][300/999] lr: 7.289e-03, eta: 4:58:48, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6225, top5_acc: 0.8238, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.4637 2020-10-08 06:02:57,346 - mmaction - INFO - Epoch [239][320/999] lr: 7.289e-03, eta: 4:58:28, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6240, top5_acc: 0.8195, loss_cls: 1.6323, loss: 1.6323, grad_norm: 3.5576 2020-10-08 06:03:17,367 - mmaction - INFO - Epoch [239][340/999] lr: 7.289e-03, eta: 4:58:08, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6309, top5_acc: 0.8272, loss_cls: 1.5886, loss: 1.5886, grad_norm: 3.4876 2020-10-08 06:03:37,343 - mmaction - INFO - Epoch [239][360/999] lr: 7.289e-03, eta: 4:57:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6319, top5_acc: 0.8220, loss_cls: 1.6028, loss: 1.6028, grad_norm: 3.5206 2020-10-08 06:03:57,312 - mmaction - INFO - Epoch [239][380/999] lr: 7.289e-03, eta: 4:57:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6283, top5_acc: 0.8219, loss_cls: 1.6151, loss: 1.6151, grad_norm: 3.4987 2020-10-08 06:04:17,290 - mmaction - INFO - Epoch [239][400/999] lr: 7.289e-03, eta: 4:57:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.6000, loss: 1.6000, grad_norm: 3.4443 2020-10-08 06:04:37,337 - mmaction - INFO - Epoch [239][420/999] lr: 7.289e-03, eta: 4:56:46, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6251, top5_acc: 0.8217, loss_cls: 1.6040, loss: 1.6040, grad_norm: 3.5307 2020-10-08 06:04:57,234 - mmaction - INFO - Epoch [239][440/999] lr: 7.289e-03, eta: 4:56:26, time: 0.996, data_time: 0.004, memory: 8478, top1_acc: 0.6267, top5_acc: 0.8199, loss_cls: 1.6083, loss: 1.6083, grad_norm: 3.4871 2020-10-08 06:05:17,240 - mmaction - INFO - Epoch [239][460/999] lr: 7.289e-03, eta: 4:56:05, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6185, top5_acc: 0.8096, loss_cls: 1.6442, loss: 1.6442, grad_norm: 3.5115 2020-10-08 06:05:37,182 - mmaction - INFO - Epoch [239][480/999] lr: 7.289e-03, eta: 4:55:45, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6341, top5_acc: 0.8271, loss_cls: 1.5872, loss: 1.5872, grad_norm: 3.4643 2020-10-08 06:05:57,328 - mmaction - INFO - Epoch [239][500/999] lr: 7.289e-03, eta: 4:55:25, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.6199, top5_acc: 0.8232, loss_cls: 1.6145, loss: 1.6145, grad_norm: 3.5152 2020-10-08 06:06:17,323 - mmaction - INFO - Epoch [239][520/999] lr: 7.289e-03, eta: 4:55:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6208, top5_acc: 0.8220, loss_cls: 1.6054, loss: 1.6054, grad_norm: 3.5224 2020-10-08 06:06:37,345 - mmaction - INFO - Epoch [239][540/999] lr: 7.289e-03, eta: 4:54:44, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6355, top5_acc: 0.8199, loss_cls: 1.5993, loss: 1.5993, grad_norm: 3.4961 2020-10-08 06:06:57,349 - mmaction - INFO - Epoch [239][560/999] lr: 7.289e-03, eta: 4:54:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6221, top5_acc: 0.8199, loss_cls: 1.6254, loss: 1.6254, grad_norm: 3.4854 2020-10-08 06:07:17,497 - mmaction - INFO - Epoch [239][580/999] lr: 7.289e-03, eta: 4:54:03, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6297, top5_acc: 0.8194, loss_cls: 1.6094, loss: 1.6094, grad_norm: 3.5436 2020-10-08 06:07:37,539 - mmaction - INFO - Epoch [239][600/999] lr: 7.289e-03, eta: 4:53:43, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6263, top5_acc: 0.8233, loss_cls: 1.6074, loss: 1.6074, grad_norm: 3.5660 2020-10-08 06:07:57,587 - mmaction - INFO - Epoch [239][620/999] lr: 7.289e-03, eta: 4:53:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6309, top5_acc: 0.8185, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.5239 2020-10-08 06:08:17,643 - mmaction - INFO - Epoch [239][640/999] lr: 7.289e-03, eta: 4:53:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6206, top5_acc: 0.8197, loss_cls: 1.6342, loss: 1.6342, grad_norm: 3.5547 2020-10-08 06:08:37,645 - mmaction - INFO - Epoch [239][660/999] lr: 7.289e-03, eta: 4:52:42, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6296, top5_acc: 0.8301, loss_cls: 1.5769, loss: 1.5769, grad_norm: 3.4958 2020-10-08 06:08:57,714 - mmaction - INFO - Epoch [239][680/999] lr: 7.289e-03, eta: 4:52:22, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6258, top5_acc: 0.8270, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.5223 2020-10-08 06:09:17,772 - mmaction - INFO - Epoch [239][700/999] lr: 7.289e-03, eta: 4:52:01, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6288, top5_acc: 0.8262, loss_cls: 1.5931, loss: 1.5931, grad_norm: 3.4820 2020-10-08 06:09:37,745 - mmaction - INFO - Epoch [239][720/999] lr: 7.289e-03, eta: 4:51:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6224, top5_acc: 0.8236, loss_cls: 1.6209, loss: 1.6209, grad_norm: 3.5219 2020-10-08 06:09:57,789 - mmaction - INFO - Epoch [239][740/999] lr: 7.289e-03, eta: 4:51:21, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6342, top5_acc: 0.8193, loss_cls: 1.6131, loss: 1.6131, grad_norm: 3.5275 2020-10-08 06:10:17,883 - mmaction - INFO - Epoch [239][760/999] lr: 7.289e-03, eta: 4:51:00, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6247, top5_acc: 0.8190, loss_cls: 1.6279, loss: 1.6279, grad_norm: 3.5664 2020-10-08 06:10:37,825 - mmaction - INFO - Epoch [239][780/999] lr: 7.289e-03, eta: 4:50:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6185, top5_acc: 0.8203, loss_cls: 1.6475, loss: 1.6475, grad_norm: 3.6300 2020-10-08 06:10:57,874 - mmaction - INFO - Epoch [239][800/999] lr: 7.289e-03, eta: 4:50:20, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6223, top5_acc: 0.8260, loss_cls: 1.6149, loss: 1.6149, grad_norm: 3.5642 2020-10-08 06:11:17,882 - mmaction - INFO - Epoch [239][820/999] lr: 7.289e-03, eta: 4:49:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6210, top5_acc: 0.8211, loss_cls: 1.6232, loss: 1.6232, grad_norm: 3.5679 2020-10-08 06:11:37,916 - mmaction - INFO - Epoch [239][840/999] lr: 7.289e-03, eta: 4:49:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6210, top5_acc: 0.8177, loss_cls: 1.6257, loss: 1.6257, grad_norm: 3.5642 2020-10-08 06:11:57,977 - mmaction - INFO - Epoch [239][860/999] lr: 7.289e-03, eta: 4:49:18, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6311, top5_acc: 0.8246, loss_cls: 1.5935, loss: 1.5935, grad_norm: 3.5438 2020-10-08 06:12:18,025 - mmaction - INFO - Epoch [239][880/999] lr: 7.289e-03, eta: 4:48:58, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6208, top5_acc: 0.8206, loss_cls: 1.6253, loss: 1.6253, grad_norm: 3.5952 2020-10-08 06:12:37,981 - mmaction - INFO - Epoch [239][900/999] lr: 7.289e-03, eta: 4:48:38, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6249, top5_acc: 0.8201, loss_cls: 1.6219, loss: 1.6219, grad_norm: 3.5907 2020-10-08 06:12:58,015 - mmaction - INFO - Epoch [239][920/999] lr: 7.289e-03, eta: 4:48:17, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6187, top5_acc: 0.8165, loss_cls: 1.6375, loss: 1.6375, grad_norm: 3.5302 2020-10-08 06:13:18,061 - mmaction - INFO - Epoch [239][940/999] lr: 7.289e-03, eta: 4:47:57, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6292, top5_acc: 0.8185, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.5219 2020-10-08 06:13:37,967 - mmaction - INFO - Epoch [239][960/999] lr: 7.289e-03, eta: 4:47:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6267, top5_acc: 0.8212, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.5374 2020-10-08 06:13:57,928 - mmaction - INFO - Epoch [239][980/999] lr: 7.289e-03, eta: 4:47:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6202, top5_acc: 0.8184, loss_cls: 1.6378, loss: 1.6378, grad_norm: 3.5818 2020-10-08 06:15:11,107 - mmaction - INFO - Epoch [240][20/999] lr: 6.505e-03, eta: 4:46:40, time: 2.618, data_time: 1.604, memory: 8478, top1_acc: 0.6320, top5_acc: 0.8363, loss_cls: 1.5704, loss: 1.5704, grad_norm: 3.5219 2020-10-08 06:15:30,857 - mmaction - INFO - Epoch [240][40/999] lr: 6.505e-03, eta: 4:46:20, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.6238, top5_acc: 0.8212, loss_cls: 1.6191, loss: 1.6191, grad_norm: 3.5753 2020-10-08 06:15:50,703 - mmaction - INFO - Epoch [240][60/999] lr: 6.505e-03, eta: 4:45:59, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.6352, top5_acc: 0.8345, loss_cls: 1.5373, loss: 1.5373, grad_norm: 3.4690 2020-10-08 06:16:10,668 - mmaction - INFO - Epoch [240][80/999] lr: 6.505e-03, eta: 4:45:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6365, top5_acc: 0.8270, loss_cls: 1.5901, loss: 1.5901, grad_norm: 3.5002 2020-10-08 06:16:30,719 - mmaction - INFO - Epoch [240][100/999] lr: 6.505e-03, eta: 4:45:19, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6340, top5_acc: 0.8323, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.5344 2020-10-08 06:16:50,722 - mmaction - INFO - Epoch [240][120/999] lr: 6.505e-03, eta: 4:44:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6352, top5_acc: 0.8268, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.5159 2020-10-08 06:17:10,710 - mmaction - INFO - Epoch [240][140/999] lr: 6.505e-03, eta: 4:44:38, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6327, top5_acc: 0.8289, loss_cls: 1.5702, loss: 1.5702, grad_norm: 3.5128 2020-10-08 06:17:30,728 - mmaction - INFO - Epoch [240][160/999] lr: 6.505e-03, eta: 4:44:18, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6275, top5_acc: 0.8260, loss_cls: 1.5739, loss: 1.5739, grad_norm: 3.4922 2020-10-08 06:17:50,713 - mmaction - INFO - Epoch [240][180/999] lr: 6.505e-03, eta: 4:43:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6296, top5_acc: 0.8258, loss_cls: 1.5905, loss: 1.5905, grad_norm: 3.5683 2020-10-08 06:18:10,636 - mmaction - INFO - Epoch [240][200/999] lr: 6.505e-03, eta: 4:43:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6324, top5_acc: 0.8254, loss_cls: 1.5815, loss: 1.5815, grad_norm: 3.5453 2020-10-08 06:18:30,598 - mmaction - INFO - Epoch [240][220/999] lr: 6.505e-03, eta: 4:43:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6368, top5_acc: 0.8276, loss_cls: 1.5767, loss: 1.5767, grad_norm: 3.5878 2020-10-08 06:18:50,719 - mmaction - INFO - Epoch [240][240/999] lr: 6.505e-03, eta: 4:42:56, time: 1.008, data_time: 0.004, memory: 8478, top1_acc: 0.6331, top5_acc: 0.8301, loss_cls: 1.5693, loss: 1.5693, grad_norm: 3.5275 2020-10-08 06:19:10,702 - mmaction - INFO - Epoch [240][260/999] lr: 6.505e-03, eta: 4:42:36, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6284, top5_acc: 0.8232, loss_cls: 1.6132, loss: 1.6132, grad_norm: 3.5904 2020-10-08 06:19:30,723 - mmaction - INFO - Epoch [240][280/999] lr: 6.505e-03, eta: 4:42:16, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6284, top5_acc: 0.8320, loss_cls: 1.5988, loss: 1.5988, grad_norm: 3.5988 2020-10-08 06:19:50,844 - mmaction - INFO - Epoch [240][300/999] lr: 6.505e-03, eta: 4:41:55, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6264, top5_acc: 0.8238, loss_cls: 1.6103, loss: 1.6103, grad_norm: 3.5861 2020-10-08 06:20:10,854 - mmaction - INFO - Epoch [240][320/999] lr: 6.505e-03, eta: 4:41:35, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6230, top5_acc: 0.8258, loss_cls: 1.6036, loss: 1.6036, grad_norm: 3.5765 2020-10-08 06:20:30,887 - mmaction - INFO - Epoch [240][340/999] lr: 6.505e-03, eta: 4:41:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6289, top5_acc: 0.8251, loss_cls: 1.5936, loss: 1.5936, grad_norm: 3.5698 2020-10-08 06:20:50,855 - mmaction - INFO - Epoch [240][360/999] lr: 6.505e-03, eta: 4:40:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6273, top5_acc: 0.8275, loss_cls: 1.5849, loss: 1.5849, grad_norm: 3.5751 2020-10-08 06:21:10,838 - mmaction - INFO - Epoch [240][380/999] lr: 6.505e-03, eta: 4:40:34, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6245, top5_acc: 0.8241, loss_cls: 1.6220, loss: 1.6220, grad_norm: 3.6618 2020-10-08 06:21:30,823 - mmaction - INFO - Epoch [240][400/999] lr: 6.505e-03, eta: 4:40:13, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6302, top5_acc: 0.8254, loss_cls: 1.5894, loss: 1.5894, grad_norm: 3.5577 2020-10-08 06:21:50,898 - mmaction - INFO - Epoch [240][420/999] lr: 6.505e-03, eta: 4:39:53, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6353, top5_acc: 0.8258, loss_cls: 1.5653, loss: 1.5653, grad_norm: 3.5381 2020-10-08 06:22:10,911 - mmaction - INFO - Epoch [240][440/999] lr: 6.505e-03, eta: 4:39:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6224, top5_acc: 0.8228, loss_cls: 1.6085, loss: 1.6085, grad_norm: 3.6092 2020-10-08 06:22:30,835 - mmaction - INFO - Epoch [240][460/999] lr: 6.505e-03, eta: 4:39:12, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6388, top5_acc: 0.8254, loss_cls: 1.5707, loss: 1.5707, grad_norm: 3.5371 2020-10-08 06:22:50,841 - mmaction - INFO - Epoch [240][480/999] lr: 6.505e-03, eta: 4:38:52, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6423, top5_acc: 0.8353, loss_cls: 1.5485, loss: 1.5485, grad_norm: 3.5912 2020-10-08 06:23:10,824 - mmaction - INFO - Epoch [240][500/999] lr: 6.505e-03, eta: 4:38:32, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6292, top5_acc: 0.8223, loss_cls: 1.5749, loss: 1.5749, grad_norm: 3.5642 2020-10-08 06:23:30,974 - mmaction - INFO - Epoch [240][520/999] lr: 6.505e-03, eta: 4:38:11, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6342, top5_acc: 0.8283, loss_cls: 1.5629, loss: 1.5629, grad_norm: 3.5483 2020-10-08 06:23:51,044 - mmaction - INFO - Epoch [240][540/999] lr: 6.505e-03, eta: 4:37:51, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6190, top5_acc: 0.8160, loss_cls: 1.6427, loss: 1.6427, grad_norm: 3.6582 2020-10-08 06:24:10,990 - mmaction - INFO - Epoch [240][560/999] lr: 6.505e-03, eta: 4:37:31, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6358, top5_acc: 0.8259, loss_cls: 1.5782, loss: 1.5782, grad_norm: 3.5702 2020-10-08 06:24:31,016 - mmaction - INFO - Epoch [240][580/999] lr: 6.505e-03, eta: 4:37:10, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6305, top5_acc: 0.8230, loss_cls: 1.6010, loss: 1.6010, grad_norm: 3.5630 2020-10-08 06:24:51,007 - mmaction - INFO - Epoch [240][600/999] lr: 6.505e-03, eta: 4:36:50, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6359, top5_acc: 0.8357, loss_cls: 1.5585, loss: 1.5585, grad_norm: 3.5945 2020-10-08 06:25:11,091 - mmaction - INFO - Epoch [240][620/999] lr: 6.505e-03, eta: 4:36:30, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6271, top5_acc: 0.8263, loss_cls: 1.5881, loss: 1.5881, grad_norm: 3.6057 2020-10-08 06:25:31,107 - mmaction - INFO - Epoch [240][640/999] lr: 6.505e-03, eta: 4:36:09, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6268, top5_acc: 0.8230, loss_cls: 1.6164, loss: 1.6164, grad_norm: 3.6044 2020-10-08 06:25:51,074 - mmaction - INFO - Epoch [240][660/999] lr: 6.505e-03, eta: 4:35:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6297, top5_acc: 0.8298, loss_cls: 1.5713, loss: 1.5713, grad_norm: 3.5452 2020-10-08 06:26:11,099 - mmaction - INFO - Epoch [240][680/999] lr: 6.505e-03, eta: 4:35:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6280, top5_acc: 0.8188, loss_cls: 1.6111, loss: 1.6111, grad_norm: 3.5887 2020-10-08 06:26:31,046 - mmaction - INFO - Epoch [240][700/999] lr: 6.505e-03, eta: 4:35:08, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.6324, top5_acc: 0.8243, loss_cls: 1.5910, loss: 1.5910, grad_norm: 3.5978 2020-10-08 06:26:51,047 - mmaction - INFO - Epoch [240][720/999] lr: 6.505e-03, eta: 4:34:48, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6298, top5_acc: 0.8211, loss_cls: 1.6116, loss: 1.6116, grad_norm: 3.6188 2020-10-08 06:27:11,009 - mmaction - INFO - Epoch [240][740/999] lr: 6.505e-03, eta: 4:34:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6331, top5_acc: 0.8257, loss_cls: 1.5911, loss: 1.5911, grad_norm: 3.5679 2020-10-08 06:27:31,108 - mmaction - INFO - Epoch [240][760/999] lr: 6.505e-03, eta: 4:34:07, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6258, top5_acc: 0.8208, loss_cls: 1.6138, loss: 1.6138, grad_norm: 3.5908 2020-10-08 06:27:51,018 - mmaction - INFO - Epoch [240][780/999] lr: 6.505e-03, eta: 4:33:47, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.6296, top5_acc: 0.8215, loss_cls: 1.5869, loss: 1.5869, grad_norm: 3.5250 2020-10-08 06:28:10,967 - mmaction - INFO - Epoch [240][800/999] lr: 6.505e-03, eta: 4:33:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6285, top5_acc: 0.8228, loss_cls: 1.6108, loss: 1.6108, grad_norm: 3.6213 2020-10-08 06:28:31,055 - mmaction - INFO - Epoch [240][820/999] lr: 6.505e-03, eta: 4:33:06, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6283, top5_acc: 0.8241, loss_cls: 1.6070, loss: 1.6070, grad_norm: 3.5750 2020-10-08 06:28:51,092 - mmaction - INFO - Epoch [240][840/999] lr: 6.505e-03, eta: 4:32:46, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6233, top5_acc: 0.8211, loss_cls: 1.6078, loss: 1.6078, grad_norm: 3.5875 2020-10-08 06:29:11,072 - mmaction - INFO - Epoch [240][860/999] lr: 6.505e-03, eta: 4:32:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6294, top5_acc: 0.8220, loss_cls: 1.6090, loss: 1.6090, grad_norm: 3.5873 2020-10-08 06:29:31,040 - mmaction - INFO - Epoch [240][880/999] lr: 6.505e-03, eta: 4:32:05, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6294, top5_acc: 0.8186, loss_cls: 1.6215, loss: 1.6215, grad_norm: 3.5787 2020-10-08 06:29:51,068 - mmaction - INFO - Epoch [240][900/999] lr: 6.505e-03, eta: 4:31:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6315, top5_acc: 0.8309, loss_cls: 1.5720, loss: 1.5720, grad_norm: 3.5660 2020-10-08 06:30:11,933 - mmaction - INFO - Epoch [240][920/999] lr: 6.505e-03, eta: 4:31:25, time: 1.043, data_time: 0.001, memory: 8478, top1_acc: 0.6298, top5_acc: 0.8228, loss_cls: 1.6049, loss: 1.6049, grad_norm: 3.6059 2020-10-08 06:30:31,972 - mmaction - INFO - Epoch [240][940/999] lr: 6.505e-03, eta: 4:31:04, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6202, top5_acc: 0.8160, loss_cls: 1.6387, loss: 1.6387, grad_norm: 3.5995 2020-10-08 06:30:52,051 - mmaction - INFO - Epoch [240][960/999] lr: 6.505e-03, eta: 4:30:44, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6234, top5_acc: 0.8236, loss_cls: 1.5968, loss: 1.5968, grad_norm: 3.5658 2020-10-08 06:31:11,972 - mmaction - INFO - Epoch [240][980/999] lr: 6.505e-03, eta: 4:30:24, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6396, top5_acc: 0.8243, loss_cls: 1.5663, loss: 1.5663, grad_norm: 3.5612 2020-10-08 06:31:31,054 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-10-08 06:32:44,260 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 06:32:45,840 - mmaction - INFO - top1_acc 0.6979 top5_acc 0.8899 2020-10-08 06:32:45,840 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 06:32:45,925 - mmaction - INFO - mean_acc 0.6967 2020-10-08 06:32:45,926 - mmaction - INFO - Now best checkpoint is epoch_240.pth 2020-10-08 06:32:45,960 - mmaction - INFO - Epoch(val) [240][999] top1_acc: 0.6979, top5_acc: 0.8899, mean_class_accuracy: 0.6967 2020-10-08 06:33:32,679 - mmaction - INFO - Epoch [241][20/999] lr: 5.764e-03, eta: 4:29:46, time: 2.329, data_time: 1.076, memory: 8478, top1_acc: 0.6358, top5_acc: 0.8311, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.5858 2020-10-08 06:33:52,349 - mmaction - INFO - Epoch [241][40/999] lr: 5.764e-03, eta: 4:29:25, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.6250, top5_acc: 0.8271, loss_cls: 1.5933, loss: 1.5933, grad_norm: 3.5958 2020-10-08 06:34:12,171 - mmaction - INFO - Epoch [241][60/999] lr: 5.764e-03, eta: 4:29:05, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.6355, top5_acc: 0.8293, loss_cls: 1.5680, loss: 1.5680, grad_norm: 3.5999 2020-10-08 06:34:32,019 - mmaction - INFO - Epoch [241][80/999] lr: 5.764e-03, eta: 4:28:45, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.6352, top5_acc: 0.8169, loss_cls: 1.5977, loss: 1.5977, grad_norm: 3.6031 2020-10-08 06:34:51,929 - mmaction - INFO - Epoch [241][100/999] lr: 5.764e-03, eta: 4:28:24, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6354, top5_acc: 0.8283, loss_cls: 1.5552, loss: 1.5552, grad_norm: 3.5808 2020-10-08 06:35:11,891 - mmaction - INFO - Epoch [241][120/999] lr: 5.764e-03, eta: 4:28:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6376, top5_acc: 0.8225, loss_cls: 1.5815, loss: 1.5815, grad_norm: 3.5754 2020-10-08 06:35:31,880 - mmaction - INFO - Epoch [241][140/999] lr: 5.764e-03, eta: 4:27:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6340, top5_acc: 0.8288, loss_cls: 1.5682, loss: 1.5682, grad_norm: 3.5917 2020-10-08 06:35:51,853 - mmaction - INFO - Epoch [241][160/999] lr: 5.764e-03, eta: 4:27:23, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6324, top5_acc: 0.8216, loss_cls: 1.5963, loss: 1.5963, grad_norm: 3.6636 2020-10-08 06:36:11,988 - mmaction - INFO - Epoch [241][180/999] lr: 5.764e-03, eta: 4:27:03, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6277, top5_acc: 0.8266, loss_cls: 1.5839, loss: 1.5839, grad_norm: 3.6376 2020-10-08 06:36:31,872 - mmaction - INFO - Epoch [241][200/999] lr: 5.764e-03, eta: 4:26:43, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6353, top5_acc: 0.8296, loss_cls: 1.5658, loss: 1.5658, grad_norm: 3.6496 2020-10-08 06:36:51,920 - mmaction - INFO - Epoch [241][220/999] lr: 5.764e-03, eta: 4:26:22, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6332, top5_acc: 0.8292, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.6059 2020-10-08 06:37:11,927 - mmaction - INFO - Epoch [241][240/999] lr: 5.764e-03, eta: 4:26:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6401, top5_acc: 0.8302, loss_cls: 1.5564, loss: 1.5564, grad_norm: 3.5983 2020-10-08 06:37:31,979 - mmaction - INFO - Epoch [241][260/999] lr: 5.764e-03, eta: 4:25:42, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6358, top5_acc: 0.8270, loss_cls: 1.5669, loss: 1.5669, grad_norm: 3.5595 2020-10-08 06:37:52,027 - mmaction - INFO - Epoch [241][280/999] lr: 5.764e-03, eta: 4:25:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6314, top5_acc: 0.8266, loss_cls: 1.5957, loss: 1.5957, grad_norm: 3.6595 2020-10-08 06:38:12,025 - mmaction - INFO - Epoch [241][300/999] lr: 5.764e-03, eta: 4:25:01, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.6346, top5_acc: 0.8297, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.6042 2020-10-08 06:38:32,015 - mmaction - INFO - Epoch [241][320/999] lr: 5.764e-03, eta: 4:24:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6384, top5_acc: 0.8297, loss_cls: 1.5538, loss: 1.5538, grad_norm: 3.6021 2020-10-08 06:38:51,993 - mmaction - INFO - Epoch [241][340/999] lr: 5.764e-03, eta: 4:24:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6329, top5_acc: 0.8220, loss_cls: 1.5824, loss: 1.5824, grad_norm: 3.6069 2020-10-08 06:39:12,042 - mmaction - INFO - Epoch [241][360/999] lr: 5.764e-03, eta: 4:24:00, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6327, top5_acc: 0.8275, loss_cls: 1.5791, loss: 1.5791, grad_norm: 3.6153 2020-10-08 06:39:32,030 - mmaction - INFO - Epoch [241][380/999] lr: 5.764e-03, eta: 4:23:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6344, top5_acc: 0.8372, loss_cls: 1.5700, loss: 1.5700, grad_norm: 3.5993 2020-10-08 06:39:52,018 - mmaction - INFO - Epoch [241][400/999] lr: 5.764e-03, eta: 4:23:19, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6290, top5_acc: 0.8251, loss_cls: 1.5778, loss: 1.5778, grad_norm: 3.5975 2020-10-08 06:40:11,970 - mmaction - INFO - Epoch [241][420/999] lr: 5.764e-03, eta: 4:22:59, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6391, top5_acc: 0.8340, loss_cls: 1.5599, loss: 1.5599, grad_norm: 3.6160 2020-10-08 06:40:31,960 - mmaction - INFO - Epoch [241][440/999] lr: 5.764e-03, eta: 4:22:38, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6350, top5_acc: 0.8247, loss_cls: 1.5752, loss: 1.5752, grad_norm: 3.6230 2020-10-08 06:40:51,883 - mmaction - INFO - Epoch [241][460/999] lr: 5.764e-03, eta: 4:22:18, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6246, top5_acc: 0.8230, loss_cls: 1.6214, loss: 1.6214, grad_norm: 3.6673 2020-10-08 06:41:11,904 - mmaction - INFO - Epoch [241][480/999] lr: 5.764e-03, eta: 4:21:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6286, top5_acc: 0.8249, loss_cls: 1.5790, loss: 1.5790, grad_norm: 3.6279 2020-10-08 06:41:31,915 - mmaction - INFO - Epoch [241][500/999] lr: 5.764e-03, eta: 4:21:37, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6340, top5_acc: 0.8302, loss_cls: 1.5485, loss: 1.5485, grad_norm: 3.5891 2020-10-08 06:41:51,965 - mmaction - INFO - Epoch [241][520/999] lr: 5.764e-03, eta: 4:21:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6439, top5_acc: 0.8293, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.6055 2020-10-08 06:42:11,938 - mmaction - INFO - Epoch [241][540/999] lr: 5.764e-03, eta: 4:20:57, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6379, top5_acc: 0.8329, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.6224 2020-10-08 06:42:31,927 - mmaction - INFO - Epoch [241][560/999] lr: 5.764e-03, eta: 4:20:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6470, top5_acc: 0.8335, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.5216 2020-10-08 06:42:51,880 - mmaction - INFO - Epoch [241][580/999] lr: 5.764e-03, eta: 4:20:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6423, top5_acc: 0.8352, loss_cls: 1.5318, loss: 1.5318, grad_norm: 3.5995 2020-10-08 06:43:11,952 - mmaction - INFO - Epoch [241][600/999] lr: 5.764e-03, eta: 4:19:56, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6350, top5_acc: 0.8314, loss_cls: 1.5581, loss: 1.5581, grad_norm: 3.6197 2020-10-08 06:43:31,965 - mmaction - INFO - Epoch [241][620/999] lr: 5.764e-03, eta: 4:19:35, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6268, top5_acc: 0.8199, loss_cls: 1.6178, loss: 1.6178, grad_norm: 3.6870 2020-10-08 06:43:51,983 - mmaction - INFO - Epoch [241][640/999] lr: 5.764e-03, eta: 4:19:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6458, top5_acc: 0.8266, loss_cls: 1.5500, loss: 1.5500, grad_norm: 3.5842 2020-10-08 06:44:11,984 - mmaction - INFO - Epoch [241][660/999] lr: 5.764e-03, eta: 4:18:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6388, top5_acc: 0.8280, loss_cls: 1.5648, loss: 1.5648, grad_norm: 3.6005 2020-10-08 06:44:32,036 - mmaction - INFO - Epoch [241][680/999] lr: 5.764e-03, eta: 4:18:34, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6305, top5_acc: 0.8262, loss_cls: 1.5703, loss: 1.5703, grad_norm: 3.6288 2020-10-08 06:44:51,986 - mmaction - INFO - Epoch [241][700/999] lr: 5.764e-03, eta: 4:18:14, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6288, top5_acc: 0.8257, loss_cls: 1.5796, loss: 1.5796, grad_norm: 3.6113 2020-10-08 06:45:11,918 - mmaction - INFO - Epoch [241][720/999] lr: 5.764e-03, eta: 4:17:54, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6312, top5_acc: 0.8280, loss_cls: 1.5827, loss: 1.5827, grad_norm: 3.6174 2020-10-08 06:45:31,785 - mmaction - INFO - Epoch [241][740/999] lr: 5.764e-03, eta: 4:17:33, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.6383, top5_acc: 0.8283, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.6180 2020-10-08 06:45:51,781 - mmaction - INFO - Epoch [241][760/999] lr: 5.764e-03, eta: 4:17:13, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6293, top5_acc: 0.8301, loss_cls: 1.5708, loss: 1.5708, grad_norm: 3.6451 2020-10-08 06:46:11,765 - mmaction - INFO - Epoch [241][780/999] lr: 5.764e-03, eta: 4:16:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6352, top5_acc: 0.8230, loss_cls: 1.5768, loss: 1.5768, grad_norm: 3.6120 2020-10-08 06:46:31,807 - mmaction - INFO - Epoch [241][800/999] lr: 5.764e-03, eta: 4:16:32, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6339, top5_acc: 0.8258, loss_cls: 1.5731, loss: 1.5731, grad_norm: 3.6296 2020-10-08 06:46:51,715 - mmaction - INFO - Epoch [241][820/999] lr: 5.764e-03, eta: 4:16:12, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6257, top5_acc: 0.8203, loss_cls: 1.6029, loss: 1.6029, grad_norm: 3.6517 2020-10-08 06:47:11,761 - mmaction - INFO - Epoch [241][840/999] lr: 5.764e-03, eta: 4:15:52, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6404, top5_acc: 0.8297, loss_cls: 1.5498, loss: 1.5498, grad_norm: 3.6104 2020-10-08 06:47:31,704 - mmaction - INFO - Epoch [241][860/999] lr: 5.764e-03, eta: 4:15:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6404, top5_acc: 0.8293, loss_cls: 1.5683, loss: 1.5683, grad_norm: 3.6695 2020-10-08 06:47:51,781 - mmaction - INFO - Epoch [241][880/999] lr: 5.764e-03, eta: 4:15:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6499, top5_acc: 0.8359, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.5449 2020-10-08 06:48:11,684 - mmaction - INFO - Epoch [241][900/999] lr: 5.764e-03, eta: 4:14:51, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6303, top5_acc: 0.8237, loss_cls: 1.5955, loss: 1.5955, grad_norm: 3.7022 2020-10-08 06:48:31,642 - mmaction - INFO - Epoch [241][920/999] lr: 5.764e-03, eta: 4:14:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6225, top5_acc: 0.8240, loss_cls: 1.6059, loss: 1.6059, grad_norm: 3.6546 2020-10-08 06:48:51,594 - mmaction - INFO - Epoch [241][940/999] lr: 5.764e-03, eta: 4:14:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6277, top5_acc: 0.8214, loss_cls: 1.6097, loss: 1.6097, grad_norm: 3.6756 2020-10-08 06:49:11,675 - mmaction - INFO - Epoch [241][960/999] lr: 5.764e-03, eta: 4:13:50, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6303, top5_acc: 0.8198, loss_cls: 1.5952, loss: 1.5952, grad_norm: 3.6285 2020-10-08 06:49:31,629 - mmaction - INFO - Epoch [241][980/999] lr: 5.764e-03, eta: 4:13:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6323, top5_acc: 0.8258, loss_cls: 1.5857, loss: 1.5857, grad_norm: 3.6352 2020-10-08 06:50:41,334 - mmaction - INFO - Epoch [242][20/999] lr: 5.068e-03, eta: 4:12:52, time: 2.533, data_time: 1.515, memory: 8478, top1_acc: 0.6315, top5_acc: 0.8253, loss_cls: 1.5768, loss: 1.5768, grad_norm: 3.6732 2020-10-08 06:51:01,042 - mmaction - INFO - Epoch [242][40/999] lr: 5.068e-03, eta: 4:12:32, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.6426, top5_acc: 0.8387, loss_cls: 1.5158, loss: 1.5158, grad_norm: 3.5837 2020-10-08 06:51:20,832 - mmaction - INFO - Epoch [242][60/999] lr: 5.068e-03, eta: 4:12:11, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.6419, top5_acc: 0.8355, loss_cls: 1.5206, loss: 1.5206, grad_norm: 3.6328 2020-10-08 06:51:40,750 - mmaction - INFO - Epoch [242][80/999] lr: 5.068e-03, eta: 4:11:51, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6363, top5_acc: 0.8301, loss_cls: 1.5523, loss: 1.5523, grad_norm: 3.6403 2020-10-08 06:52:00,818 - mmaction - INFO - Epoch [242][100/999] lr: 5.068e-03, eta: 4:11:31, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6358, top5_acc: 0.8279, loss_cls: 1.5615, loss: 1.5615, grad_norm: 3.6859 2020-10-08 06:52:20,838 - mmaction - INFO - Epoch [242][120/999] lr: 5.068e-03, eta: 4:11:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6443, top5_acc: 0.8337, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.6130 2020-10-08 06:52:40,836 - mmaction - INFO - Epoch [242][140/999] lr: 5.068e-03, eta: 4:10:50, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6374, top5_acc: 0.8312, loss_cls: 1.5528, loss: 1.5528, grad_norm: 3.6594 2020-10-08 06:53:01,003 - mmaction - INFO - Epoch [242][160/999] lr: 5.068e-03, eta: 4:10:30, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.6427, top5_acc: 0.8355, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.6491 2020-10-08 06:53:20,982 - mmaction - INFO - Epoch [242][180/999] lr: 5.068e-03, eta: 4:10:09, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6398, top5_acc: 0.8342, loss_cls: 1.5284, loss: 1.5284, grad_norm: 3.6766 2020-10-08 06:53:41,056 - mmaction - INFO - Epoch [242][200/999] lr: 5.068e-03, eta: 4:09:49, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6372, top5_acc: 0.8326, loss_cls: 1.5476, loss: 1.5476, grad_norm: 3.6248 2020-10-08 06:54:01,100 - mmaction - INFO - Epoch [242][220/999] lr: 5.068e-03, eta: 4:09:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6444, top5_acc: 0.8271, loss_cls: 1.5563, loss: 1.5563, grad_norm: 3.6090 2020-10-08 06:54:21,143 - mmaction - INFO - Epoch [242][240/999] lr: 5.068e-03, eta: 4:09:08, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6365, top5_acc: 0.8275, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.6152 2020-10-08 06:54:41,223 - mmaction - INFO - Epoch [242][260/999] lr: 5.068e-03, eta: 4:08:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6380, top5_acc: 0.8285, loss_cls: 1.5555, loss: 1.5555, grad_norm: 3.6762 2020-10-08 06:55:01,237 - mmaction - INFO - Epoch [242][280/999] lr: 5.068e-03, eta: 4:08:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6375, top5_acc: 0.8332, loss_cls: 1.5431, loss: 1.5431, grad_norm: 3.7101 2020-10-08 06:55:21,270 - mmaction - INFO - Epoch [242][300/999] lr: 5.068e-03, eta: 4:08:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6320, top5_acc: 0.8276, loss_cls: 1.5739, loss: 1.5739, grad_norm: 3.6968 2020-10-08 06:55:41,280 - mmaction - INFO - Epoch [242][320/999] lr: 5.068e-03, eta: 4:07:47, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6470, top5_acc: 0.8355, loss_cls: 1.5163, loss: 1.5163, grad_norm: 3.6026 2020-10-08 06:56:01,309 - mmaction - INFO - Epoch [242][340/999] lr: 5.068e-03, eta: 4:07:27, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6371, top5_acc: 0.8268, loss_cls: 1.5529, loss: 1.5529, grad_norm: 3.6385 2020-10-08 06:56:21,305 - mmaction - INFO - Epoch [242][360/999] lr: 5.068e-03, eta: 4:07:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6430, top5_acc: 0.8311, loss_cls: 1.5348, loss: 1.5348, grad_norm: 3.6300 2020-10-08 06:56:41,348 - mmaction - INFO - Epoch [242][380/999] lr: 5.068e-03, eta: 4:06:46, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6383, top5_acc: 0.8327, loss_cls: 1.5366, loss: 1.5366, grad_norm: 3.6720 2020-10-08 06:57:01,301 - mmaction - INFO - Epoch [242][400/999] lr: 5.068e-03, eta: 4:06:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6465, top5_acc: 0.8342, loss_cls: 1.5333, loss: 1.5333, grad_norm: 3.6233 2020-10-08 06:57:21,290 - mmaction - INFO - Epoch [242][420/999] lr: 5.068e-03, eta: 4:06:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6327, top5_acc: 0.8258, loss_cls: 1.5807, loss: 1.5807, grad_norm: 3.7121 2020-10-08 06:57:41,318 - mmaction - INFO - Epoch [242][440/999] lr: 5.068e-03, eta: 4:05:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6368, top5_acc: 0.8277, loss_cls: 1.5670, loss: 1.5670, grad_norm: 3.6722 2020-10-08 06:58:01,272 - mmaction - INFO - Epoch [242][460/999] lr: 5.068e-03, eta: 4:05:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6422, top5_acc: 0.8332, loss_cls: 1.5426, loss: 1.5426, grad_norm: 3.6620 2020-10-08 06:58:21,271 - mmaction - INFO - Epoch [242][480/999] lr: 5.068e-03, eta: 4:05:04, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.6415, top5_acc: 0.8253, loss_cls: 1.5721, loss: 1.5721, grad_norm: 3.6607 2020-10-08 06:58:41,130 - mmaction - INFO - Epoch [242][500/999] lr: 5.068e-03, eta: 4:04:44, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.6447, top5_acc: 0.8326, loss_cls: 1.5320, loss: 1.5320, grad_norm: 3.6696 2020-10-08 06:59:01,130 - mmaction - INFO - Epoch [242][520/999] lr: 5.068e-03, eta: 4:04:24, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6458, top5_acc: 0.8354, loss_cls: 1.5282, loss: 1.5282, grad_norm: 3.6570 2020-10-08 06:59:21,133 - mmaction - INFO - Epoch [242][540/999] lr: 5.068e-03, eta: 4:04:03, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6371, top5_acc: 0.8307, loss_cls: 1.5644, loss: 1.5644, grad_norm: 3.6468 2020-10-08 06:59:41,206 - mmaction - INFO - Epoch [242][560/999] lr: 5.068e-03, eta: 4:03:43, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6286, top5_acc: 0.8271, loss_cls: 1.5724, loss: 1.5724, grad_norm: 3.6697 2020-10-08 07:00:01,161 - mmaction - INFO - Epoch [242][580/999] lr: 5.068e-03, eta: 4:03:23, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6402, top5_acc: 0.8280, loss_cls: 1.5775, loss: 1.5775, grad_norm: 3.6748 2020-10-08 07:00:22,932 - mmaction - INFO - Epoch [242][600/999] lr: 5.068e-03, eta: 4:03:03, time: 1.088, data_time: 0.003, memory: 8478, top1_acc: 0.6310, top5_acc: 0.8315, loss_cls: 1.5759, loss: 1.5759, grad_norm: 3.7165 2020-10-08 07:00:42,963 - mmaction - INFO - Epoch [242][620/999] lr: 5.068e-03, eta: 4:02:42, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6443, top5_acc: 0.8258, loss_cls: 1.5441, loss: 1.5441, grad_norm: 3.6843 2020-10-08 07:01:02,901 - mmaction - INFO - Epoch [242][640/999] lr: 5.068e-03, eta: 4:02:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6408, top5_acc: 0.8251, loss_cls: 1.5653, loss: 1.5653, grad_norm: 3.6864 2020-10-08 07:01:22,867 - mmaction - INFO - Epoch [242][660/999] lr: 5.068e-03, eta: 4:02:02, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6246, top5_acc: 0.8283, loss_cls: 1.5926, loss: 1.5926, grad_norm: 3.7917 2020-10-08 07:01:42,739 - mmaction - INFO - Epoch [242][680/999] lr: 5.068e-03, eta: 4:01:41, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.6301, top5_acc: 0.8245, loss_cls: 1.5801, loss: 1.5801, grad_norm: 3.6663 2020-10-08 07:02:02,751 - mmaction - INFO - Epoch [242][700/999] lr: 5.068e-03, eta: 4:01:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6374, top5_acc: 0.8312, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.6575 2020-10-08 07:02:22,686 - mmaction - INFO - Epoch [242][720/999] lr: 5.068e-03, eta: 4:01:01, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6422, top5_acc: 0.8299, loss_cls: 1.5347, loss: 1.5347, grad_norm: 3.6906 2020-10-08 07:02:42,713 - mmaction - INFO - Epoch [242][740/999] lr: 5.068e-03, eta: 4:00:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6367, top5_acc: 0.8292, loss_cls: 1.5719, loss: 1.5719, grad_norm: 3.6994 2020-10-08 07:03:02,798 - mmaction - INFO - Epoch [242][760/999] lr: 5.068e-03, eta: 4:00:20, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6380, top5_acc: 0.8240, loss_cls: 1.5585, loss: 1.5585, grad_norm: 3.6843 2020-10-08 07:03:22,801 - mmaction - INFO - Epoch [242][780/999] lr: 5.068e-03, eta: 4:00:00, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6359, top5_acc: 0.8345, loss_cls: 1.5396, loss: 1.5396, grad_norm: 3.6904 2020-10-08 07:03:42,788 - mmaction - INFO - Epoch [242][800/999] lr: 5.068e-03, eta: 3:59:39, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6318, top5_acc: 0.8301, loss_cls: 1.5556, loss: 1.5556, grad_norm: 3.6681 2020-10-08 07:04:02,757 - mmaction - INFO - Epoch [242][820/999] lr: 5.068e-03, eta: 3:59:19, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6349, top5_acc: 0.8257, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.7026 2020-10-08 07:04:22,768 - mmaction - INFO - Epoch [242][840/999] lr: 5.068e-03, eta: 3:58:59, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6344, top5_acc: 0.8263, loss_cls: 1.5643, loss: 1.5643, grad_norm: 3.6772 2020-10-08 07:04:42,808 - mmaction - INFO - Epoch [242][860/999] lr: 5.068e-03, eta: 3:58:38, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6367, top5_acc: 0.8396, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.7430 2020-10-08 07:05:02,936 - mmaction - INFO - Epoch [242][880/999] lr: 5.068e-03, eta: 3:58:18, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6392, top5_acc: 0.8374, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.6981 2020-10-08 07:05:22,910 - mmaction - INFO - Epoch [242][900/999] lr: 5.068e-03, eta: 3:57:58, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.6431, top5_acc: 0.8319, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.6279 2020-10-08 07:05:42,880 - mmaction - INFO - Epoch [242][920/999] lr: 5.068e-03, eta: 3:57:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6303, top5_acc: 0.8270, loss_cls: 1.5835, loss: 1.5835, grad_norm: 3.7086 2020-10-08 07:06:02,792 - mmaction - INFO - Epoch [242][940/999] lr: 5.068e-03, eta: 3:57:17, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6449, top5_acc: 0.8309, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.6555 2020-10-08 07:06:22,763 - mmaction - INFO - Epoch [242][960/999] lr: 5.068e-03, eta: 3:56:57, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6331, top5_acc: 0.8250, loss_cls: 1.5769, loss: 1.5769, grad_norm: 3.6972 2020-10-08 07:06:42,767 - mmaction - INFO - Epoch [242][980/999] lr: 5.068e-03, eta: 3:56:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6370, top5_acc: 0.8227, loss_cls: 1.5797, loss: 1.5797, grad_norm: 3.6899 2020-10-08 07:07:57,220 - mmaction - INFO - Epoch [243][20/999] lr: 4.417e-03, eta: 3:56:00, time: 2.689, data_time: 1.541, memory: 8478, top1_acc: 0.6406, top5_acc: 0.8271, loss_cls: 1.5475, loss: 1.5475, grad_norm: 3.6184 2020-10-08 07:08:16,893 - mmaction - INFO - Epoch [243][40/999] lr: 4.417e-03, eta: 3:55:39, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.6435, top5_acc: 0.8361, loss_cls: 1.5105, loss: 1.5105, grad_norm: 3.6593 2020-10-08 07:08:36,746 - mmaction - INFO - Epoch [243][60/999] lr: 4.417e-03, eta: 3:55:19, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.5001, loss: 1.5001, grad_norm: 3.6268 2020-10-08 07:08:56,746 - mmaction - INFO - Epoch [243][80/999] lr: 4.417e-03, eta: 3:54:59, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6372, top5_acc: 0.8301, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.7026 2020-10-08 07:09:16,728 - mmaction - INFO - Epoch [243][100/999] lr: 4.417e-03, eta: 3:54:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6395, top5_acc: 0.8312, loss_cls: 1.5430, loss: 1.5430, grad_norm: 3.7073 2020-10-08 07:09:36,705 - mmaction - INFO - Epoch [243][120/999] lr: 4.417e-03, eta: 3:54:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6421, top5_acc: 0.8298, loss_cls: 1.5350, loss: 1.5350, grad_norm: 3.6737 2020-10-08 07:09:56,807 - mmaction - INFO - Epoch [243][140/999] lr: 4.417e-03, eta: 3:53:58, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6355, top5_acc: 0.8262, loss_cls: 1.5527, loss: 1.5527, grad_norm: 3.7331 2020-10-08 07:10:16,888 - mmaction - INFO - Epoch [243][160/999] lr: 4.417e-03, eta: 3:53:37, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6365, top5_acc: 0.8299, loss_cls: 1.5563, loss: 1.5563, grad_norm: 3.7190 2020-10-08 07:10:36,925 - mmaction - INFO - Epoch [243][180/999] lr: 4.417e-03, eta: 3:53:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6389, top5_acc: 0.8275, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.7009 2020-10-08 07:10:56,990 - mmaction - INFO - Epoch [243][200/999] lr: 4.417e-03, eta: 3:52:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6482, top5_acc: 0.8340, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.6687 2020-10-08 07:11:16,974 - mmaction - INFO - Epoch [243][220/999] lr: 4.417e-03, eta: 3:52:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6395, top5_acc: 0.8333, loss_cls: 1.5422, loss: 1.5422, grad_norm: 3.6897 2020-10-08 07:11:37,063 - mmaction - INFO - Epoch [243][240/999] lr: 4.417e-03, eta: 3:52:16, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6513, top5_acc: 0.8333, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.6777 2020-10-08 07:11:57,115 - mmaction - INFO - Epoch [243][260/999] lr: 4.417e-03, eta: 3:51:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6503, top5_acc: 0.8348, loss_cls: 1.5248, loss: 1.5248, grad_norm: 3.6682 2020-10-08 07:12:17,160 - mmaction - INFO - Epoch [243][280/999] lr: 4.417e-03, eta: 3:51:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6376, top5_acc: 0.8257, loss_cls: 1.5725, loss: 1.5725, grad_norm: 3.7591 2020-10-08 07:12:37,180 - mmaction - INFO - Epoch [243][300/999] lr: 4.417e-03, eta: 3:51:15, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6452, top5_acc: 0.8311, loss_cls: 1.5292, loss: 1.5292, grad_norm: 3.7026 2020-10-08 07:12:57,245 - mmaction - INFO - Epoch [243][320/999] lr: 4.417e-03, eta: 3:50:55, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6404, top5_acc: 0.8286, loss_cls: 1.5487, loss: 1.5487, grad_norm: 3.6929 2020-10-08 07:13:17,249 - mmaction - INFO - Epoch [243][340/999] lr: 4.417e-03, eta: 3:50:34, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6392, top5_acc: 0.8329, loss_cls: 1.5450, loss: 1.5450, grad_norm: 3.7216 2020-10-08 07:13:37,243 - mmaction - INFO - Epoch [243][360/999] lr: 4.417e-03, eta: 3:50:14, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6415, top5_acc: 0.8337, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.7262 2020-10-08 07:13:57,302 - mmaction - INFO - Epoch [243][380/999] lr: 4.417e-03, eta: 3:49:54, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6344, top5_acc: 0.8322, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.6954 2020-10-08 07:14:17,387 - mmaction - INFO - Epoch [243][400/999] lr: 4.417e-03, eta: 3:49:33, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6371, top5_acc: 0.8323, loss_cls: 1.5519, loss: 1.5519, grad_norm: 3.6962 2020-10-08 07:14:37,371 - mmaction - INFO - Epoch [243][420/999] lr: 4.417e-03, eta: 3:49:13, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6409, top5_acc: 0.8279, loss_cls: 1.5639, loss: 1.5639, grad_norm: 3.7542 2020-10-08 07:14:57,505 - mmaction - INFO - Epoch [243][440/999] lr: 4.417e-03, eta: 3:48:53, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6422, top5_acc: 0.8286, loss_cls: 1.5523, loss: 1.5523, grad_norm: 3.7550 2020-10-08 07:15:17,479 - mmaction - INFO - Epoch [243][460/999] lr: 4.417e-03, eta: 3:48:33, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6392, top5_acc: 0.8277, loss_cls: 1.5440, loss: 1.5440, grad_norm: 3.6887 2020-10-08 07:15:37,382 - mmaction - INFO - Epoch [243][480/999] lr: 4.417e-03, eta: 3:48:12, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6387, top5_acc: 0.8337, loss_cls: 1.5370, loss: 1.5370, grad_norm: 3.7160 2020-10-08 07:15:57,497 - mmaction - INFO - Epoch [243][500/999] lr: 4.417e-03, eta: 3:47:52, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6428, top5_acc: 0.8352, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.7117 2020-10-08 07:16:17,459 - mmaction - INFO - Epoch [243][520/999] lr: 4.417e-03, eta: 3:47:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6473, top5_acc: 0.8336, loss_cls: 1.5302, loss: 1.5302, grad_norm: 3.7337 2020-10-08 07:16:37,460 - mmaction - INFO - Epoch [243][540/999] lr: 4.417e-03, eta: 3:47:11, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6466, top5_acc: 0.8401, loss_cls: 1.5016, loss: 1.5016, grad_norm: 3.7039 2020-10-08 07:16:57,492 - mmaction - INFO - Epoch [243][560/999] lr: 4.417e-03, eta: 3:46:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6350, top5_acc: 0.8302, loss_cls: 1.5553, loss: 1.5553, grad_norm: 3.7714 2020-10-08 07:17:17,407 - mmaction - INFO - Epoch [243][580/999] lr: 4.417e-03, eta: 3:46:31, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6336, top5_acc: 0.8290, loss_cls: 1.5570, loss: 1.5570, grad_norm: 3.7437 2020-10-08 07:17:37,303 - mmaction - INFO - Epoch [243][600/999] lr: 4.417e-03, eta: 3:46:10, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6471, top5_acc: 0.8327, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.6944 2020-10-08 07:17:57,327 - mmaction - INFO - Epoch [243][620/999] lr: 4.417e-03, eta: 3:45:50, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6469, top5_acc: 0.8302, loss_cls: 1.5183, loss: 1.5183, grad_norm: 3.6605 2020-10-08 07:18:17,217 - mmaction - INFO - Epoch [243][640/999] lr: 4.417e-03, eta: 3:45:29, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6388, top5_acc: 0.8293, loss_cls: 1.5604, loss: 1.5604, grad_norm: 3.6774 2020-10-08 07:18:37,264 - mmaction - INFO - Epoch [243][660/999] lr: 4.417e-03, eta: 3:45:09, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6479, top5_acc: 0.8395, loss_cls: 1.4960, loss: 1.4960, grad_norm: 3.6863 2020-10-08 07:18:57,200 - mmaction - INFO - Epoch [243][680/999] lr: 4.417e-03, eta: 3:44:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6341, top5_acc: 0.8303, loss_cls: 1.5696, loss: 1.5696, grad_norm: 3.7788 2020-10-08 07:19:17,157 - mmaction - INFO - Epoch [243][700/999] lr: 4.417e-03, eta: 3:44:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8400, loss_cls: 1.4715, loss: 1.4715, grad_norm: 3.6440 2020-10-08 07:19:37,149 - mmaction - INFO - Epoch [243][720/999] lr: 4.417e-03, eta: 3:44:08, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6292, top5_acc: 0.8310, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.7549 2020-10-08 07:19:57,096 - mmaction - INFO - Epoch [243][740/999] lr: 4.417e-03, eta: 3:43:48, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.6393, top5_acc: 0.8342, loss_cls: 1.5338, loss: 1.5338, grad_norm: 3.7287 2020-10-08 07:20:17,164 - mmaction - INFO - Epoch [243][760/999] lr: 4.417e-03, eta: 3:43:27, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6350, top5_acc: 0.8296, loss_cls: 1.5888, loss: 1.5888, grad_norm: 3.7811 2020-10-08 07:20:37,243 - mmaction - INFO - Epoch [243][780/999] lr: 4.417e-03, eta: 3:43:07, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6398, top5_acc: 0.8292, loss_cls: 1.5526, loss: 1.5526, grad_norm: 3.7503 2020-10-08 07:20:57,172 - mmaction - INFO - Epoch [243][800/999] lr: 4.417e-03, eta: 3:42:47, time: 0.997, data_time: 0.004, memory: 8478, top1_acc: 0.6410, top5_acc: 0.8349, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.6846 2020-10-08 07:21:17,156 - mmaction - INFO - Epoch [243][820/999] lr: 4.417e-03, eta: 3:42:26, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6466, top5_acc: 0.8393, loss_cls: 1.5062, loss: 1.5062, grad_norm: 3.7290 2020-10-08 07:21:37,215 - mmaction - INFO - Epoch [243][840/999] lr: 4.417e-03, eta: 3:42:06, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6460, top5_acc: 0.8378, loss_cls: 1.4882, loss: 1.4882, grad_norm: 3.6939 2020-10-08 07:21:57,260 - mmaction - INFO - Epoch [243][860/999] lr: 4.417e-03, eta: 3:41:46, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6303, top5_acc: 0.8238, loss_cls: 1.5645, loss: 1.5645, grad_norm: 3.7609 2020-10-08 07:22:17,321 - mmaction - INFO - Epoch [243][880/999] lr: 4.417e-03, eta: 3:41:26, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6467, top5_acc: 0.8329, loss_cls: 1.5264, loss: 1.5264, grad_norm: 3.7193 2020-10-08 07:22:37,392 - mmaction - INFO - Epoch [243][900/999] lr: 4.417e-03, eta: 3:41:05, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6353, top5_acc: 0.8280, loss_cls: 1.5636, loss: 1.5636, grad_norm: 3.7592 2020-10-08 07:22:57,340 - mmaction - INFO - Epoch [243][920/999] lr: 4.417e-03, eta: 3:40:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6423, top5_acc: 0.8309, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.7726 2020-10-08 07:23:17,325 - mmaction - INFO - Epoch [243][940/999] lr: 4.417e-03, eta: 3:40:25, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6431, top5_acc: 0.8362, loss_cls: 1.5093, loss: 1.5093, grad_norm: 3.6656 2020-10-08 07:23:37,331 - mmaction - INFO - Epoch [243][960/999] lr: 4.417e-03, eta: 3:40:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6361, top5_acc: 0.8246, loss_cls: 1.5553, loss: 1.5553, grad_norm: 3.7491 2020-10-08 07:23:57,277 - mmaction - INFO - Epoch [243][980/999] lr: 4.417e-03, eta: 3:39:44, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6336, top5_acc: 0.8285, loss_cls: 1.5794, loss: 1.5794, grad_norm: 3.8070 2020-10-08 07:25:05,803 - mmaction - INFO - Epoch [244][20/999] lr: 3.810e-03, eta: 3:39:06, time: 2.468, data_time: 1.448, memory: 8478, top1_acc: 0.6464, top5_acc: 0.8378, loss_cls: 1.4933, loss: 1.4933, grad_norm: 3.6363 2020-10-08 07:25:25,473 - mmaction - INFO - Epoch [244][40/999] lr: 3.810e-03, eta: 3:38:46, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.6421, top5_acc: 0.8328, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.7051 2020-10-08 07:25:45,291 - mmaction - INFO - Epoch [244][60/999] lr: 3.810e-03, eta: 3:38:26, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.6326, top5_acc: 0.8292, loss_cls: 1.5590, loss: 1.5590, grad_norm: 3.7420 2020-10-08 07:26:05,267 - mmaction - INFO - Epoch [244][80/999] lr: 3.810e-03, eta: 3:38:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6479, top5_acc: 0.8368, loss_cls: 1.5057, loss: 1.5057, grad_norm: 3.7166 2020-10-08 07:26:25,196 - mmaction - INFO - Epoch [244][100/999] lr: 3.810e-03, eta: 3:37:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6380, top5_acc: 0.8289, loss_cls: 1.5364, loss: 1.5364, grad_norm: 3.7838 2020-10-08 07:26:45,204 - mmaction - INFO - Epoch [244][120/999] lr: 3.810e-03, eta: 3:37:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6405, top5_acc: 0.8323, loss_cls: 1.5379, loss: 1.5379, grad_norm: 3.7252 2020-10-08 07:27:05,211 - mmaction - INFO - Epoch [244][140/999] lr: 3.810e-03, eta: 3:37:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6469, top5_acc: 0.8349, loss_cls: 1.5262, loss: 1.5262, grad_norm: 3.7191 2020-10-08 07:27:25,251 - mmaction - INFO - Epoch [244][160/999] lr: 3.810e-03, eta: 3:36:44, time: 1.005, data_time: 0.005, memory: 8478, top1_acc: 0.6419, top5_acc: 0.8393, loss_cls: 1.5207, loss: 1.5207, grad_norm: 3.7336 2020-10-08 07:27:45,289 - mmaction - INFO - Epoch [244][180/999] lr: 3.810e-03, eta: 3:36:24, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6413, top5_acc: 0.8362, loss_cls: 1.5094, loss: 1.5094, grad_norm: 3.6967 2020-10-08 07:28:05,508 - mmaction - INFO - Epoch [244][200/999] lr: 3.810e-03, eta: 3:36:03, time: 1.010, data_time: 0.001, memory: 8478, top1_acc: 0.6415, top5_acc: 0.8279, loss_cls: 1.5348, loss: 1.5348, grad_norm: 3.7133 2020-10-08 07:28:25,575 - mmaction - INFO - Epoch [244][220/999] lr: 3.810e-03, eta: 3:35:43, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6507, top5_acc: 0.8395, loss_cls: 1.4848, loss: 1.4848, grad_norm: 3.7507 2020-10-08 07:28:45,738 - mmaction - INFO - Epoch [244][240/999] lr: 3.810e-03, eta: 3:35:23, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6493, top5_acc: 0.8316, loss_cls: 1.5167, loss: 1.5167, grad_norm: 3.7007 2020-10-08 07:29:05,723 - mmaction - INFO - Epoch [244][260/999] lr: 3.810e-03, eta: 3:35:02, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.6486, top5_acc: 0.8367, loss_cls: 1.5021, loss: 1.5021, grad_norm: 3.7243 2020-10-08 07:29:25,770 - mmaction - INFO - Epoch [244][280/999] lr: 3.810e-03, eta: 3:34:42, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6462, top5_acc: 0.8293, loss_cls: 1.5275, loss: 1.5275, grad_norm: 3.7017 2020-10-08 07:29:45,783 - mmaction - INFO - Epoch [244][300/999] lr: 3.810e-03, eta: 3:34:22, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6397, top5_acc: 0.8275, loss_cls: 1.5664, loss: 1.5664, grad_norm: 3.7407 2020-10-08 07:30:05,799 - mmaction - INFO - Epoch [244][320/999] lr: 3.810e-03, eta: 3:34:01, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6465, top5_acc: 0.8428, loss_cls: 1.4898, loss: 1.4898, grad_norm: 3.7725 2020-10-08 07:30:26,729 - mmaction - INFO - Epoch [244][340/999] lr: 3.810e-03, eta: 3:33:41, time: 1.046, data_time: 0.002, memory: 8478, top1_acc: 0.6449, top5_acc: 0.8421, loss_cls: 1.4823, loss: 1.4823, grad_norm: 3.7474 2020-10-08 07:30:46,776 - mmaction - INFO - Epoch [244][360/999] lr: 3.810e-03, eta: 3:33:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8438, loss_cls: 1.4612, loss: 1.4612, grad_norm: 3.6812 2020-10-08 07:31:06,827 - mmaction - INFO - Epoch [244][380/999] lr: 3.810e-03, eta: 3:33:01, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6471, top5_acc: 0.8397, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.7515 2020-10-08 07:31:26,883 - mmaction - INFO - Epoch [244][400/999] lr: 3.810e-03, eta: 3:32:40, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6379, top5_acc: 0.8350, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.8188 2020-10-08 07:31:46,916 - mmaction - INFO - Epoch [244][420/999] lr: 3.810e-03, eta: 3:32:20, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6423, top5_acc: 0.8345, loss_cls: 1.5188, loss: 1.5188, grad_norm: 3.7581 2020-10-08 07:32:07,005 - mmaction - INFO - Epoch [244][440/999] lr: 3.810e-03, eta: 3:32:00, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6406, top5_acc: 0.8378, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.7730 2020-10-08 07:32:27,111 - mmaction - INFO - Epoch [244][460/999] lr: 3.810e-03, eta: 3:31:39, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6486, top5_acc: 0.8361, loss_cls: 1.5023, loss: 1.5023, grad_norm: 3.7830 2020-10-08 07:32:47,180 - mmaction - INFO - Epoch [244][480/999] lr: 3.810e-03, eta: 3:31:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6542, top5_acc: 0.8431, loss_cls: 1.4641, loss: 1.4641, grad_norm: 3.7060 2020-10-08 07:33:07,236 - mmaction - INFO - Epoch [244][500/999] lr: 3.810e-03, eta: 3:30:59, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6368, top5_acc: 0.8310, loss_cls: 1.5666, loss: 1.5666, grad_norm: 3.7832 2020-10-08 07:33:27,287 - mmaction - INFO - Epoch [244][520/999] lr: 3.810e-03, eta: 3:30:38, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6423, top5_acc: 0.8299, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.7744 2020-10-08 07:33:47,239 - mmaction - INFO - Epoch [244][540/999] lr: 3.810e-03, eta: 3:30:18, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6458, top5_acc: 0.8322, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.6976 2020-10-08 07:34:07,402 - mmaction - INFO - Epoch [244][560/999] lr: 3.810e-03, eta: 3:29:58, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.6478, top5_acc: 0.8357, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.7445 2020-10-08 07:34:27,533 - mmaction - INFO - Epoch [244][580/999] lr: 3.810e-03, eta: 3:29:37, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6439, top5_acc: 0.8310, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.7359 2020-10-08 07:34:47,524 - mmaction - INFO - Epoch [244][600/999] lr: 3.810e-03, eta: 3:29:17, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6391, top5_acc: 0.8285, loss_cls: 1.5495, loss: 1.5495, grad_norm: 3.8370 2020-10-08 07:35:07,675 - mmaction - INFO - Epoch [244][620/999] lr: 3.810e-03, eta: 3:28:57, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6473, top5_acc: 0.8385, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.7574 2020-10-08 07:35:27,768 - mmaction - INFO - Epoch [244][640/999] lr: 3.810e-03, eta: 3:28:36, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6467, top5_acc: 0.8339, loss_cls: 1.5094, loss: 1.5094, grad_norm: 3.7638 2020-10-08 07:35:47,799 - mmaction - INFO - Epoch [244][660/999] lr: 3.810e-03, eta: 3:28:16, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6427, top5_acc: 0.8318, loss_cls: 1.5513, loss: 1.5513, grad_norm: 3.7816 2020-10-08 07:36:07,866 - mmaction - INFO - Epoch [244][680/999] lr: 3.810e-03, eta: 3:27:56, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6458, top5_acc: 0.8392, loss_cls: 1.4960, loss: 1.4960, grad_norm: 3.7330 2020-10-08 07:36:27,929 - mmaction - INFO - Epoch [244][700/999] lr: 3.810e-03, eta: 3:27:36, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6440, top5_acc: 0.8302, loss_cls: 1.5386, loss: 1.5386, grad_norm: 3.7802 2020-10-08 07:36:47,857 - mmaction - INFO - Epoch [244][720/999] lr: 3.810e-03, eta: 3:27:15, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6400, top5_acc: 0.8332, loss_cls: 1.5443, loss: 1.5443, grad_norm: 3.7987 2020-10-08 07:37:07,829 - mmaction - INFO - Epoch [244][740/999] lr: 3.810e-03, eta: 3:26:55, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6488, top5_acc: 0.8385, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.7599 2020-10-08 07:37:27,876 - mmaction - INFO - Epoch [244][760/999] lr: 3.810e-03, eta: 3:26:35, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6530, top5_acc: 0.8355, loss_cls: 1.5033, loss: 1.5033, grad_norm: 3.7079 2020-10-08 07:37:47,710 - mmaction - INFO - Epoch [244][780/999] lr: 3.810e-03, eta: 3:26:14, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.6482, top5_acc: 0.8288, loss_cls: 1.5454, loss: 1.5454, grad_norm: 3.7965 2020-10-08 07:38:07,711 - mmaction - INFO - Epoch [244][800/999] lr: 3.810e-03, eta: 3:25:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6452, top5_acc: 0.8368, loss_cls: 1.5121, loss: 1.5121, grad_norm: 3.7702 2020-10-08 07:38:27,670 - mmaction - INFO - Epoch [244][820/999] lr: 3.810e-03, eta: 3:25:34, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6415, top5_acc: 0.8370, loss_cls: 1.5252, loss: 1.5252, grad_norm: 3.7637 2020-10-08 07:38:47,736 - mmaction - INFO - Epoch [244][840/999] lr: 3.810e-03, eta: 3:25:13, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6465, top5_acc: 0.8361, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.7827 2020-10-08 07:39:07,731 - mmaction - INFO - Epoch [244][860/999] lr: 3.810e-03, eta: 3:24:53, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6408, top5_acc: 0.8322, loss_cls: 1.5377, loss: 1.5377, grad_norm: 3.7913 2020-10-08 07:39:27,790 - mmaction - INFO - Epoch [244][880/999] lr: 3.810e-03, eta: 3:24:33, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6460, top5_acc: 0.8357, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.8258 2020-10-08 07:39:47,822 - mmaction - INFO - Epoch [244][900/999] lr: 3.810e-03, eta: 3:24:12, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6488, top5_acc: 0.8354, loss_cls: 1.5088, loss: 1.5088, grad_norm: 3.7045 2020-10-08 07:40:07,765 - mmaction - INFO - Epoch [244][920/999] lr: 3.810e-03, eta: 3:23:52, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6499, top5_acc: 0.8362, loss_cls: 1.4883, loss: 1.4883, grad_norm: 3.7679 2020-10-08 07:40:27,765 - mmaction - INFO - Epoch [244][940/999] lr: 3.810e-03, eta: 3:23:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6456, top5_acc: 0.8328, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.7130 2020-10-08 07:40:47,889 - mmaction - INFO - Epoch [244][960/999] lr: 3.810e-03, eta: 3:23:11, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6424, top5_acc: 0.8320, loss_cls: 1.5365, loss: 1.5365, grad_norm: 3.7552 2020-10-08 07:41:07,937 - mmaction - INFO - Epoch [244][980/999] lr: 3.810e-03, eta: 3:22:51, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6453, top5_acc: 0.8392, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.7257 2020-10-08 07:42:17,524 - mmaction - INFO - Epoch [245][20/999] lr: 3.247e-03, eta: 3:22:13, time: 2.520, data_time: 1.408, memory: 8478, top1_acc: 0.6566, top5_acc: 0.8444, loss_cls: 1.4544, loss: 1.4544, grad_norm: 3.6808 2020-10-08 07:42:37,182 - mmaction - INFO - Epoch [245][40/999] lr: 3.247e-03, eta: 3:21:53, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.6477, top5_acc: 0.8415, loss_cls: 1.4815, loss: 1.4815, grad_norm: 3.7418 2020-10-08 07:42:56,974 - mmaction - INFO - Epoch [245][60/999] lr: 3.247e-03, eta: 3:21:33, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.6548, top5_acc: 0.8392, loss_cls: 1.4858, loss: 1.4858, grad_norm: 3.7688 2020-10-08 07:43:16,927 - mmaction - INFO - Epoch [245][80/999] lr: 3.247e-03, eta: 3:21:12, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6490, top5_acc: 0.8398, loss_cls: 1.4797, loss: 1.4797, grad_norm: 3.7630 2020-10-08 07:43:36,995 - mmaction - INFO - Epoch [245][100/999] lr: 3.247e-03, eta: 3:20:52, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6462, top5_acc: 0.8354, loss_cls: 1.5322, loss: 1.5322, grad_norm: 3.7866 2020-10-08 07:43:57,014 - mmaction - INFO - Epoch [245][120/999] lr: 3.247e-03, eta: 3:20:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6534, top5_acc: 0.8430, loss_cls: 1.4859, loss: 1.4859, grad_norm: 3.6979 2020-10-08 07:44:17,075 - mmaction - INFO - Epoch [245][140/999] lr: 3.247e-03, eta: 3:20:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6365, top5_acc: 0.8292, loss_cls: 1.5329, loss: 1.5329, grad_norm: 3.8153 2020-10-08 07:44:37,066 - mmaction - INFO - Epoch [245][160/999] lr: 3.247e-03, eta: 3:19:51, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6482, top5_acc: 0.8418, loss_cls: 1.4781, loss: 1.4781, grad_norm: 3.7358 2020-10-08 07:44:57,063 - mmaction - INFO - Epoch [245][180/999] lr: 3.247e-03, eta: 3:19:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6526, top5_acc: 0.8384, loss_cls: 1.4991, loss: 1.4991, grad_norm: 3.8000 2020-10-08 07:45:17,112 - mmaction - INFO - Epoch [245][200/999] lr: 3.247e-03, eta: 3:19:10, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6520, top5_acc: 0.8410, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.7704 2020-10-08 07:45:37,142 - mmaction - INFO - Epoch [245][220/999] lr: 3.247e-03, eta: 3:18:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5069, loss: 1.5069, grad_norm: 3.8106 2020-10-08 07:45:57,251 - mmaction - INFO - Epoch [245][240/999] lr: 3.247e-03, eta: 3:18:30, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6534, top5_acc: 0.8374, loss_cls: 1.4803, loss: 1.4803, grad_norm: 3.7165 2020-10-08 07:46:17,333 - mmaction - INFO - Epoch [245][260/999] lr: 3.247e-03, eta: 3:18:09, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.6401, top5_acc: 0.8305, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.8207 2020-10-08 07:46:37,363 - mmaction - INFO - Epoch [245][280/999] lr: 3.247e-03, eta: 3:17:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6525, top5_acc: 0.8417, loss_cls: 1.4796, loss: 1.4796, grad_norm: 3.7470 2020-10-08 07:46:57,379 - mmaction - INFO - Epoch [245][300/999] lr: 3.247e-03, eta: 3:17:29, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6513, top5_acc: 0.8384, loss_cls: 1.4942, loss: 1.4942, grad_norm: 3.7874 2020-10-08 07:47:17,460 - mmaction - INFO - Epoch [245][320/999] lr: 3.247e-03, eta: 3:17:08, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6540, top5_acc: 0.8418, loss_cls: 1.4785, loss: 1.4785, grad_norm: 3.7787 2020-10-08 07:47:37,520 - mmaction - INFO - Epoch [245][340/999] lr: 3.247e-03, eta: 3:16:48, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6479, top5_acc: 0.8389, loss_cls: 1.5007, loss: 1.5007, grad_norm: 3.7895 2020-10-08 07:47:57,529 - mmaction - INFO - Epoch [245][360/999] lr: 3.247e-03, eta: 3:16:28, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6460, top5_acc: 0.8337, loss_cls: 1.5119, loss: 1.5119, grad_norm: 3.7484 2020-10-08 07:48:17,550 - mmaction - INFO - Epoch [245][380/999] lr: 3.247e-03, eta: 3:16:08, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.6579, top5_acc: 0.8411, loss_cls: 1.4917, loss: 1.4917, grad_norm: 3.7393 2020-10-08 07:48:37,555 - mmaction - INFO - Epoch [245][400/999] lr: 3.247e-03, eta: 3:15:47, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6458, top5_acc: 0.8337, loss_cls: 1.5090, loss: 1.5090, grad_norm: 3.8132 2020-10-08 07:48:57,583 - mmaction - INFO - Epoch [245][420/999] lr: 3.247e-03, eta: 3:15:27, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6414, top5_acc: 0.8370, loss_cls: 1.5221, loss: 1.5221, grad_norm: 3.7289 2020-10-08 07:49:17,598 - mmaction - INFO - Epoch [245][440/999] lr: 3.247e-03, eta: 3:15:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6434, top5_acc: 0.8323, loss_cls: 1.5250, loss: 1.5250, grad_norm: 3.8007 2020-10-08 07:49:37,684 - mmaction - INFO - Epoch [245][460/999] lr: 3.247e-03, eta: 3:14:46, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6460, top5_acc: 0.8370, loss_cls: 1.5081, loss: 1.5081, grad_norm: 3.7937 2020-10-08 07:49:57,594 - mmaction - INFO - Epoch [245][480/999] lr: 3.247e-03, eta: 3:14:26, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6518, top5_acc: 0.8361, loss_cls: 1.5046, loss: 1.5046, grad_norm: 3.7577 2020-10-08 07:50:17,594 - mmaction - INFO - Epoch [245][500/999] lr: 3.247e-03, eta: 3:14:06, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6389, top5_acc: 0.8292, loss_cls: 1.5290, loss: 1.5290, grad_norm: 3.7526 2020-10-08 07:50:37,569 - mmaction - INFO - Epoch [245][520/999] lr: 3.247e-03, eta: 3:13:45, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6441, top5_acc: 0.8320, loss_cls: 1.5380, loss: 1.5380, grad_norm: 3.8054 2020-10-08 07:50:57,545 - mmaction - INFO - Epoch [245][540/999] lr: 3.247e-03, eta: 3:13:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6434, top5_acc: 0.8345, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.8622 2020-10-08 07:51:17,463 - mmaction - INFO - Epoch [245][560/999] lr: 3.247e-03, eta: 3:13:05, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6505, top5_acc: 0.8303, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.7816 2020-10-08 07:51:37,392 - mmaction - INFO - Epoch [245][580/999] lr: 3.247e-03, eta: 3:12:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6510, top5_acc: 0.8375, loss_cls: 1.5267, loss: 1.5267, grad_norm: 3.8377 2020-10-08 07:51:57,443 - mmaction - INFO - Epoch [245][600/999] lr: 3.247e-03, eta: 3:12:24, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6453, top5_acc: 0.8370, loss_cls: 1.5221, loss: 1.5221, grad_norm: 3.7781 2020-10-08 07:52:17,456 - mmaction - INFO - Epoch [245][620/999] lr: 3.247e-03, eta: 3:12:04, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6556, top5_acc: 0.8383, loss_cls: 1.4862, loss: 1.4862, grad_norm: 3.7507 2020-10-08 07:52:37,556 - mmaction - INFO - Epoch [245][640/999] lr: 3.247e-03, eta: 3:11:43, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6452, top5_acc: 0.8322, loss_cls: 1.5423, loss: 1.5423, grad_norm: 3.8268 2020-10-08 07:52:57,447 - mmaction - INFO - Epoch [245][660/999] lr: 3.247e-03, eta: 3:11:23, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.6548, top5_acc: 0.8376, loss_cls: 1.4903, loss: 1.4903, grad_norm: 3.7825 2020-10-08 07:53:17,420 - mmaction - INFO - Epoch [245][680/999] lr: 3.247e-03, eta: 3:11:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6421, top5_acc: 0.8326, loss_cls: 1.5322, loss: 1.5322, grad_norm: 3.8290 2020-10-08 07:53:37,290 - mmaction - INFO - Epoch [245][700/999] lr: 3.247e-03, eta: 3:10:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.6534, top5_acc: 0.8384, loss_cls: 1.4920, loss: 1.4920, grad_norm: 3.7580 2020-10-08 07:53:57,291 - mmaction - INFO - Epoch [245][720/999] lr: 3.247e-03, eta: 3:10:22, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6464, top5_acc: 0.8380, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.8442 2020-10-08 07:54:17,269 - mmaction - INFO - Epoch [245][740/999] lr: 3.247e-03, eta: 3:10:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6426, top5_acc: 0.8348, loss_cls: 1.5099, loss: 1.5099, grad_norm: 3.8005 2020-10-08 07:54:37,366 - mmaction - INFO - Epoch [245][760/999] lr: 3.247e-03, eta: 3:09:41, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6477, top5_acc: 0.8396, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.7826 2020-10-08 07:54:57,240 - mmaction - INFO - Epoch [245][780/999] lr: 3.247e-03, eta: 3:09:21, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.6512, top5_acc: 0.8398, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.7990 2020-10-08 07:55:17,249 - mmaction - INFO - Epoch [245][800/999] lr: 3.247e-03, eta: 3:09:01, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6400, top5_acc: 0.8404, loss_cls: 1.5273, loss: 1.5273, grad_norm: 3.8653 2020-10-08 07:55:37,251 - mmaction - INFO - Epoch [245][820/999] lr: 3.247e-03, eta: 3:08:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6561, top5_acc: 0.8401, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.7434 2020-10-08 07:55:57,179 - mmaction - INFO - Epoch [245][840/999] lr: 3.247e-03, eta: 3:08:20, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6467, top5_acc: 0.8349, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.8465 2020-10-08 07:56:17,184 - mmaction - INFO - Epoch [245][860/999] lr: 3.247e-03, eta: 3:08:00, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6439, top5_acc: 0.8306, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.7971 2020-10-08 07:56:37,200 - mmaction - INFO - Epoch [245][880/999] lr: 3.247e-03, eta: 3:07:39, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6464, top5_acc: 0.8409, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.7954 2020-10-08 07:56:57,134 - mmaction - INFO - Epoch [245][900/999] lr: 3.247e-03, eta: 3:07:19, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6385, top5_acc: 0.8271, loss_cls: 1.5554, loss: 1.5554, grad_norm: 3.8706 2020-10-08 07:57:17,158 - mmaction - INFO - Epoch [245][920/999] lr: 3.247e-03, eta: 3:06:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6423, top5_acc: 0.8404, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.8097 2020-10-08 07:57:37,077 - mmaction - INFO - Epoch [245][940/999] lr: 3.247e-03, eta: 3:06:38, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6535, top5_acc: 0.8346, loss_cls: 1.5177, loss: 1.5177, grad_norm: 3.8250 2020-10-08 07:57:57,089 - mmaction - INFO - Epoch [245][960/999] lr: 3.247e-03, eta: 3:06:18, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6419, top5_acc: 0.8354, loss_cls: 1.5119, loss: 1.5119, grad_norm: 3.7532 2020-10-08 07:58:16,973 - mmaction - INFO - Epoch [245][980/999] lr: 3.247e-03, eta: 3:05:58, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.6496, top5_acc: 0.8361, loss_cls: 1.5033, loss: 1.5033, grad_norm: 3.8108 2020-10-08 07:59:26,731 - mmaction - INFO - Epoch [246][20/999] lr: 2.729e-03, eta: 3:05:20, time: 2.532, data_time: 1.391, memory: 8478, top1_acc: 0.6447, top5_acc: 0.8398, loss_cls: 1.5103, loss: 1.5103, grad_norm: 3.8538 2020-10-08 07:59:46,357 - mmaction - INFO - Epoch [246][40/999] lr: 2.729e-03, eta: 3:05:00, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8439, loss_cls: 1.4509, loss: 1.4509, grad_norm: 3.7349 2020-10-08 08:00:06,898 - mmaction - INFO - Epoch [246][60/999] lr: 2.729e-03, eta: 3:04:39, time: 1.027, data_time: 0.002, memory: 8478, top1_acc: 0.6562, top5_acc: 0.8410, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.7644 2020-10-08 08:00:27,771 - mmaction - INFO - Epoch [246][80/999] lr: 2.729e-03, eta: 3:04:19, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8465, loss_cls: 1.4554, loss: 1.4554, grad_norm: 3.7385 2020-10-08 08:00:47,754 - mmaction - INFO - Epoch [246][100/999] lr: 2.729e-03, eta: 3:03:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8409, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.7638 2020-10-08 08:01:07,799 - mmaction - INFO - Epoch [246][120/999] lr: 2.729e-03, eta: 3:03:39, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6549, top5_acc: 0.8434, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.7893 2020-10-08 08:01:27,855 - mmaction - INFO - Epoch [246][140/999] lr: 2.729e-03, eta: 3:03:18, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6402, top5_acc: 0.8358, loss_cls: 1.5095, loss: 1.5095, grad_norm: 3.8525 2020-10-08 08:01:47,900 - mmaction - INFO - Epoch [246][160/999] lr: 2.729e-03, eta: 3:02:58, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6483, top5_acc: 0.8277, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.7985 2020-10-08 08:02:07,896 - mmaction - INFO - Epoch [246][180/999] lr: 2.729e-03, eta: 3:02:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6518, top5_acc: 0.8350, loss_cls: 1.5106, loss: 1.5106, grad_norm: 3.8197 2020-10-08 08:02:27,968 - mmaction - INFO - Epoch [246][200/999] lr: 2.729e-03, eta: 3:02:17, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6557, top5_acc: 0.8383, loss_cls: 1.4899, loss: 1.4899, grad_norm: 3.7612 2020-10-08 08:02:48,072 - mmaction - INFO - Epoch [246][220/999] lr: 2.729e-03, eta: 3:01:57, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6530, top5_acc: 0.8461, loss_cls: 1.4700, loss: 1.4700, grad_norm: 3.8083 2020-10-08 08:03:08,060 - mmaction - INFO - Epoch [246][240/999] lr: 2.729e-03, eta: 3:01:37, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6570, top5_acc: 0.8452, loss_cls: 1.4491, loss: 1.4491, grad_norm: 3.7614 2020-10-08 08:03:28,191 - mmaction - INFO - Epoch [246][260/999] lr: 2.729e-03, eta: 3:01:16, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6415, top5_acc: 0.8283, loss_cls: 1.5594, loss: 1.5594, grad_norm: 3.8543 2020-10-08 08:03:48,205 - mmaction - INFO - Epoch [246][280/999] lr: 2.729e-03, eta: 3:00:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6510, top5_acc: 0.8365, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.8025 2020-10-08 08:04:08,280 - mmaction - INFO - Epoch [246][300/999] lr: 2.729e-03, eta: 3:00:36, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6566, top5_acc: 0.8391, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.8488 2020-10-08 08:04:28,347 - mmaction - INFO - Epoch [246][320/999] lr: 2.729e-03, eta: 3:00:16, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6507, top5_acc: 0.8348, loss_cls: 1.5154, loss: 1.5154, grad_norm: 3.8120 2020-10-08 08:04:48,437 - mmaction - INFO - Epoch [246][340/999] lr: 2.729e-03, eta: 2:59:55, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6499, top5_acc: 0.8382, loss_cls: 1.4916, loss: 1.4916, grad_norm: 3.7852 2020-10-08 08:05:08,430 - mmaction - INFO - Epoch [246][360/999] lr: 2.729e-03, eta: 2:59:35, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6538, top5_acc: 0.8339, loss_cls: 1.4907, loss: 1.4907, grad_norm: 3.8127 2020-10-08 08:05:28,560 - mmaction - INFO - Epoch [246][380/999] lr: 2.729e-03, eta: 2:59:15, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6413, top5_acc: 0.8339, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.8540 2020-10-08 08:05:48,457 - mmaction - INFO - Epoch [246][400/999] lr: 2.729e-03, eta: 2:58:54, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.6512, top5_acc: 0.8432, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.8037 2020-10-08 08:06:08,487 - mmaction - INFO - Epoch [246][420/999] lr: 2.729e-03, eta: 2:58:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8482, loss_cls: 1.4487, loss: 1.4487, grad_norm: 3.8013 2020-10-08 08:06:28,562 - mmaction - INFO - Epoch [246][440/999] lr: 2.729e-03, eta: 2:58:14, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.6497, top5_acc: 0.8302, loss_cls: 1.5182, loss: 1.5182, grad_norm: 3.8219 2020-10-08 08:06:48,610 - mmaction - INFO - Epoch [246][460/999] lr: 2.729e-03, eta: 2:57:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6604, top5_acc: 0.8405, loss_cls: 1.4771, loss: 1.4771, grad_norm: 3.7913 2020-10-08 08:07:08,660 - mmaction - INFO - Epoch [246][480/999] lr: 2.729e-03, eta: 2:57:33, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6454, top5_acc: 0.8352, loss_cls: 1.4886, loss: 1.4886, grad_norm: 3.8232 2020-10-08 08:07:28,709 - mmaction - INFO - Epoch [246][500/999] lr: 2.729e-03, eta: 2:57:13, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6529, top5_acc: 0.8413, loss_cls: 1.4898, loss: 1.4898, grad_norm: 3.8185 2020-10-08 08:07:48,780 - mmaction - INFO - Epoch [246][520/999] lr: 2.729e-03, eta: 2:56:52, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6561, top5_acc: 0.8409, loss_cls: 1.4727, loss: 1.4727, grad_norm: 3.7907 2020-10-08 08:08:08,907 - mmaction - INFO - Epoch [246][540/999] lr: 2.729e-03, eta: 2:56:32, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6464, top5_acc: 0.8353, loss_cls: 1.5297, loss: 1.5297, grad_norm: 3.8511 2020-10-08 08:08:28,971 - mmaction - INFO - Epoch [246][560/999] lr: 2.729e-03, eta: 2:56:12, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6616, top5_acc: 0.8395, loss_cls: 1.4705, loss: 1.4705, grad_norm: 3.7835 2020-10-08 08:08:48,990 - mmaction - INFO - Epoch [246][580/999] lr: 2.729e-03, eta: 2:55:52, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6504, top5_acc: 0.8423, loss_cls: 1.4724, loss: 1.4724, grad_norm: 3.8156 2020-10-08 08:09:09,007 - mmaction - INFO - Epoch [246][600/999] lr: 2.729e-03, eta: 2:55:31, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6495, top5_acc: 0.8383, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.8442 2020-10-08 08:09:29,078 - mmaction - INFO - Epoch [246][620/999] lr: 2.729e-03, eta: 2:55:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6608, top5_acc: 0.8470, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.7761 2020-10-08 08:09:49,094 - mmaction - INFO - Epoch [246][640/999] lr: 2.729e-03, eta: 2:54:51, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6471, top5_acc: 0.8404, loss_cls: 1.4858, loss: 1.4858, grad_norm: 3.8509 2020-10-08 08:10:09,103 - mmaction - INFO - Epoch [246][660/999] lr: 2.729e-03, eta: 2:54:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6461, top5_acc: 0.8350, loss_cls: 1.5106, loss: 1.5106, grad_norm: 3.8155 2020-10-08 08:10:29,032 - mmaction - INFO - Epoch [246][680/999] lr: 2.729e-03, eta: 2:54:10, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6560, top5_acc: 0.8378, loss_cls: 1.4883, loss: 1.4883, grad_norm: 3.8328 2020-10-08 08:10:49,069 - mmaction - INFO - Epoch [246][700/999] lr: 2.729e-03, eta: 2:53:50, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6503, top5_acc: 0.8371, loss_cls: 1.4975, loss: 1.4975, grad_norm: 3.8034 2020-10-08 08:11:08,953 - mmaction - INFO - Epoch [246][720/999] lr: 2.729e-03, eta: 2:53:29, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4917, loss: 1.4917, grad_norm: 3.8738 2020-10-08 08:11:29,079 - mmaction - INFO - Epoch [246][740/999] lr: 2.729e-03, eta: 2:53:09, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6462, top5_acc: 0.8426, loss_cls: 1.4720, loss: 1.4720, grad_norm: 3.8545 2020-10-08 08:11:49,179 - mmaction - INFO - Epoch [246][760/999] lr: 2.729e-03, eta: 2:52:49, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6542, top5_acc: 0.8391, loss_cls: 1.4757, loss: 1.4757, grad_norm: 3.7838 2020-10-08 08:12:09,224 - mmaction - INFO - Epoch [246][780/999] lr: 2.729e-03, eta: 2:52:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8385, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.7517 2020-10-08 08:12:29,154 - mmaction - INFO - Epoch [246][800/999] lr: 2.729e-03, eta: 2:52:08, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8456, loss_cls: 1.4637, loss: 1.4637, grad_norm: 3.8084 2020-10-08 08:12:49,196 - mmaction - INFO - Epoch [246][820/999] lr: 2.729e-03, eta: 2:51:48, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6594, top5_acc: 0.8419, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.8314 2020-10-08 08:13:09,133 - mmaction - INFO - Epoch [246][840/999] lr: 2.729e-03, eta: 2:51:27, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6509, top5_acc: 0.8427, loss_cls: 1.4817, loss: 1.4817, grad_norm: 3.8743 2020-10-08 08:13:29,185 - mmaction - INFO - Epoch [246][860/999] lr: 2.729e-03, eta: 2:51:07, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6471, top5_acc: 0.8264, loss_cls: 1.5405, loss: 1.5405, grad_norm: 3.9199 2020-10-08 08:13:49,125 - mmaction - INFO - Epoch [246][880/999] lr: 2.729e-03, eta: 2:50:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6542, top5_acc: 0.8410, loss_cls: 1.4959, loss: 1.4959, grad_norm: 3.9032 2020-10-08 08:14:09,295 - mmaction - INFO - Epoch [246][900/999] lr: 2.729e-03, eta: 2:50:27, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6616, top5_acc: 0.8411, loss_cls: 1.4569, loss: 1.4569, grad_norm: 3.8005 2020-10-08 08:14:29,416 - mmaction - INFO - Epoch [246][920/999] lr: 2.729e-03, eta: 2:50:06, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6366, top5_acc: 0.8309, loss_cls: 1.5475, loss: 1.5475, grad_norm: 3.9259 2020-10-08 08:14:49,427 - mmaction - INFO - Epoch [246][940/999] lr: 2.729e-03, eta: 2:49:46, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6510, top5_acc: 0.8422, loss_cls: 1.4795, loss: 1.4795, grad_norm: 3.8258 2020-10-08 08:15:09,536 - mmaction - INFO - Epoch [246][960/999] lr: 2.729e-03, eta: 2:49:26, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6448, top5_acc: 0.8348, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.8734 2020-10-08 08:15:29,579 - mmaction - INFO - Epoch [246][980/999] lr: 2.729e-03, eta: 2:49:05, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6525, top5_acc: 0.8342, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.8267 2020-10-08 08:16:43,246 - mmaction - INFO - Epoch [247][20/999] lr: 2.256e-03, eta: 2:48:28, time: 2.653, data_time: 1.525, memory: 8478, top1_acc: 0.6543, top5_acc: 0.8402, loss_cls: 1.4891, loss: 1.4891, grad_norm: 3.8316 2020-10-08 08:17:02,839 - mmaction - INFO - Epoch [247][40/999] lr: 2.256e-03, eta: 2:48:07, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.6635, top5_acc: 0.8436, loss_cls: 1.4546, loss: 1.4546, grad_norm: 3.7996 2020-10-08 08:17:22,618 - mmaction - INFO - Epoch [247][60/999] lr: 2.256e-03, eta: 2:47:47, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.6493, top5_acc: 0.8387, loss_cls: 1.4992, loss: 1.4992, grad_norm: 3.8566 2020-10-08 08:17:42,610 - mmaction - INFO - Epoch [247][80/999] lr: 2.256e-03, eta: 2:47:27, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6534, top5_acc: 0.8314, loss_cls: 1.5068, loss: 1.5068, grad_norm: 3.8341 2020-10-08 08:18:02,547 - mmaction - INFO - Epoch [247][100/999] lr: 2.256e-03, eta: 2:47:06, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6613, top5_acc: 0.8411, loss_cls: 1.4569, loss: 1.4569, grad_norm: 3.8030 2020-10-08 08:18:22,561 - mmaction - INFO - Epoch [247][120/999] lr: 2.256e-03, eta: 2:46:46, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6572, top5_acc: 0.8451, loss_cls: 1.4565, loss: 1.4565, grad_norm: 3.8455 2020-10-08 08:18:42,604 - mmaction - INFO - Epoch [247][140/999] lr: 2.256e-03, eta: 2:46:26, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6600, top5_acc: 0.8461, loss_cls: 1.4394, loss: 1.4394, grad_norm: 3.8127 2020-10-08 08:19:02,660 - mmaction - INFO - Epoch [247][160/999] lr: 2.256e-03, eta: 2:46:05, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6523, top5_acc: 0.8382, loss_cls: 1.4988, loss: 1.4988, grad_norm: 3.8624 2020-10-08 08:19:22,735 - mmaction - INFO - Epoch [247][180/999] lr: 2.256e-03, eta: 2:45:45, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6543, top5_acc: 0.8366, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.8198 2020-10-08 08:19:42,794 - mmaction - INFO - Epoch [247][200/999] lr: 2.256e-03, eta: 2:45:25, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6490, top5_acc: 0.8406, loss_cls: 1.4832, loss: 1.4832, grad_norm: 3.7963 2020-10-08 08:20:02,797 - mmaction - INFO - Epoch [247][220/999] lr: 2.256e-03, eta: 2:45:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6500, top5_acc: 0.8400, loss_cls: 1.4880, loss: 1.4880, grad_norm: 3.8400 2020-10-08 08:20:22,908 - mmaction - INFO - Epoch [247][240/999] lr: 2.256e-03, eta: 2:44:44, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6573, top5_acc: 0.8392, loss_cls: 1.4670, loss: 1.4670, grad_norm: 3.8051 2020-10-08 08:20:42,963 - mmaction - INFO - Epoch [247][260/999] lr: 2.256e-03, eta: 2:44:24, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8418, loss_cls: 1.4559, loss: 1.4559, grad_norm: 3.7851 2020-10-08 08:21:02,864 - mmaction - INFO - Epoch [247][280/999] lr: 2.256e-03, eta: 2:44:04, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.6596, top5_acc: 0.8466, loss_cls: 1.4360, loss: 1.4360, grad_norm: 3.8247 2020-10-08 08:21:22,767 - mmaction - INFO - Epoch [247][300/999] lr: 2.256e-03, eta: 2:43:43, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8457, loss_cls: 1.4525, loss: 1.4525, grad_norm: 3.8330 2020-10-08 08:21:42,821 - mmaction - INFO - Epoch [247][320/999] lr: 2.256e-03, eta: 2:43:23, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6478, top5_acc: 0.8339, loss_cls: 1.5131, loss: 1.5131, grad_norm: 3.8829 2020-10-08 08:22:02,945 - mmaction - INFO - Epoch [247][340/999] lr: 2.256e-03, eta: 2:43:03, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6566, top5_acc: 0.8382, loss_cls: 1.4838, loss: 1.4838, grad_norm: 3.8347 2020-10-08 08:22:23,048 - mmaction - INFO - Epoch [247][360/999] lr: 2.256e-03, eta: 2:42:42, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6540, top5_acc: 0.8375, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.7972 2020-10-08 08:22:43,009 - mmaction - INFO - Epoch [247][380/999] lr: 2.256e-03, eta: 2:42:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6577, top5_acc: 0.8354, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.8454 2020-10-08 08:23:03,114 - mmaction - INFO - Epoch [247][400/999] lr: 2.256e-03, eta: 2:42:02, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6490, top5_acc: 0.8345, loss_cls: 1.4952, loss: 1.4952, grad_norm: 3.9512 2020-10-08 08:23:23,111 - mmaction - INFO - Epoch [247][420/999] lr: 2.256e-03, eta: 2:41:41, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6507, top5_acc: 0.8426, loss_cls: 1.4709, loss: 1.4709, grad_norm: 3.8325 2020-10-08 08:23:43,135 - mmaction - INFO - Epoch [247][440/999] lr: 2.256e-03, eta: 2:41:21, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8466, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.8593 2020-10-08 08:24:03,177 - mmaction - INFO - Epoch [247][460/999] lr: 2.256e-03, eta: 2:41:01, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6553, top5_acc: 0.8368, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.8320 2020-10-08 08:24:23,216 - mmaction - INFO - Epoch [247][480/999] lr: 2.256e-03, eta: 2:40:40, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6493, top5_acc: 0.8371, loss_cls: 1.4991, loss: 1.4991, grad_norm: 3.8989 2020-10-08 08:24:43,315 - mmaction - INFO - Epoch [247][500/999] lr: 2.256e-03, eta: 2:40:20, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6595, top5_acc: 0.8415, loss_cls: 1.4463, loss: 1.4463, grad_norm: 3.8464 2020-10-08 08:25:03,349 - mmaction - INFO - Epoch [247][520/999] lr: 2.256e-03, eta: 2:40:00, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8371, loss_cls: 1.4615, loss: 1.4615, grad_norm: 3.8515 2020-10-08 08:25:23,468 - mmaction - INFO - Epoch [247][540/999] lr: 2.256e-03, eta: 2:39:40, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.5120, loss: 1.5120, grad_norm: 3.8587 2020-10-08 08:25:43,535 - mmaction - INFO - Epoch [247][560/999] lr: 2.256e-03, eta: 2:39:19, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6542, top5_acc: 0.8396, loss_cls: 1.4611, loss: 1.4611, grad_norm: 3.8548 2020-10-08 08:26:03,598 - mmaction - INFO - Epoch [247][580/999] lr: 2.256e-03, eta: 2:38:59, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6598, top5_acc: 0.8413, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.7878 2020-10-08 08:26:23,660 - mmaction - INFO - Epoch [247][600/999] lr: 2.256e-03, eta: 2:38:39, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6576, top5_acc: 0.8445, loss_cls: 1.4482, loss: 1.4482, grad_norm: 3.8575 2020-10-08 08:26:43,677 - mmaction - INFO - Epoch [247][620/999] lr: 2.256e-03, eta: 2:38:18, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6552, top5_acc: 0.8410, loss_cls: 1.4887, loss: 1.4887, grad_norm: 3.8696 2020-10-08 08:27:03,681 - mmaction - INFO - Epoch [247][640/999] lr: 2.256e-03, eta: 2:37:58, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6508, top5_acc: 0.8402, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.8618 2020-10-08 08:27:23,825 - mmaction - INFO - Epoch [247][660/999] lr: 2.256e-03, eta: 2:37:38, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6566, top5_acc: 0.8441, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.8057 2020-10-08 08:27:43,860 - mmaction - INFO - Epoch [247][680/999] lr: 2.256e-03, eta: 2:37:17, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6510, top5_acc: 0.8424, loss_cls: 1.4914, loss: 1.4914, grad_norm: 3.9225 2020-10-08 08:28:03,917 - mmaction - INFO - Epoch [247][700/999] lr: 2.256e-03, eta: 2:36:57, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8423, loss_cls: 1.4834, loss: 1.4834, grad_norm: 3.8947 2020-10-08 08:28:23,935 - mmaction - INFO - Epoch [247][720/999] lr: 2.256e-03, eta: 2:36:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6507, top5_acc: 0.8395, loss_cls: 1.4889, loss: 1.4889, grad_norm: 3.8812 2020-10-08 08:28:44,095 - mmaction - INFO - Epoch [247][740/999] lr: 2.256e-03, eta: 2:36:17, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6577, top5_acc: 0.8353, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.8578 2020-10-08 08:29:04,108 - mmaction - INFO - Epoch [247][760/999] lr: 2.256e-03, eta: 2:35:56, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6540, top5_acc: 0.8397, loss_cls: 1.4722, loss: 1.4722, grad_norm: 3.8917 2020-10-08 08:29:24,172 - mmaction - INFO - Epoch [247][780/999] lr: 2.256e-03, eta: 2:35:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6570, top5_acc: 0.8454, loss_cls: 1.4623, loss: 1.4623, grad_norm: 3.8675 2020-10-08 08:29:44,196 - mmaction - INFO - Epoch [247][800/999] lr: 2.256e-03, eta: 2:35:16, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.6523, top5_acc: 0.8427, loss_cls: 1.4893, loss: 1.4893, grad_norm: 3.8611 2020-10-08 08:30:04,317 - mmaction - INFO - Epoch [247][820/999] lr: 2.256e-03, eta: 2:34:55, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6487, top5_acc: 0.8367, loss_cls: 1.4876, loss: 1.4876, grad_norm: 3.8329 2020-10-08 08:30:25,359 - mmaction - INFO - Epoch [247][840/999] lr: 2.256e-03, eta: 2:34:35, time: 1.052, data_time: 0.002, memory: 8478, top1_acc: 0.6586, top5_acc: 0.8474, loss_cls: 1.4337, loss: 1.4337, grad_norm: 3.7967 2020-10-08 08:30:45,366 - mmaction - INFO - Epoch [247][860/999] lr: 2.256e-03, eta: 2:34:15, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6495, top5_acc: 0.8372, loss_cls: 1.4996, loss: 1.4996, grad_norm: 3.9204 2020-10-08 08:31:05,334 - mmaction - INFO - Epoch [247][880/999] lr: 2.256e-03, eta: 2:33:55, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8427, loss_cls: 1.4576, loss: 1.4576, grad_norm: 3.7765 2020-10-08 08:31:25,402 - mmaction - INFO - Epoch [247][900/999] lr: 2.256e-03, eta: 2:33:34, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6609, top5_acc: 0.8491, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.8639 2020-10-08 08:31:45,328 - mmaction - INFO - Epoch [247][920/999] lr: 2.256e-03, eta: 2:33:14, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6505, top5_acc: 0.8355, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.9122 2020-10-08 08:32:05,393 - mmaction - INFO - Epoch [247][940/999] lr: 2.256e-03, eta: 2:32:54, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6543, top5_acc: 0.8409, loss_cls: 1.4617, loss: 1.4617, grad_norm: 3.8553 2020-10-08 08:32:25,411 - mmaction - INFO - Epoch [247][960/999] lr: 2.256e-03, eta: 2:32:33, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6553, top5_acc: 0.8440, loss_cls: 1.4805, loss: 1.4805, grad_norm: 3.8480 2020-10-08 08:32:45,507 - mmaction - INFO - Epoch [247][980/999] lr: 2.256e-03, eta: 2:32:13, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6518, top5_acc: 0.8380, loss_cls: 1.4909, loss: 1.4909, grad_norm: 3.9254 2020-10-08 08:33:54,101 - mmaction - INFO - Epoch [248][20/999] lr: 1.828e-03, eta: 2:31:35, time: 2.473, data_time: 1.439, memory: 8478, top1_acc: 0.6475, top5_acc: 0.8428, loss_cls: 1.4960, loss: 1.4960, grad_norm: 3.8904 2020-10-08 08:34:13,839 - mmaction - INFO - Epoch [248][40/999] lr: 1.828e-03, eta: 2:31:14, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.6482, top5_acc: 0.8384, loss_cls: 1.5129, loss: 1.5129, grad_norm: 3.9053 2020-10-08 08:34:33,729 - mmaction - INFO - Epoch [248][60/999] lr: 1.828e-03, eta: 2:30:54, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.6589, top5_acc: 0.8440, loss_cls: 1.4610, loss: 1.4610, grad_norm: 3.8363 2020-10-08 08:34:53,748 - mmaction - INFO - Epoch [248][80/999] lr: 1.828e-03, eta: 2:30:34, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8441, loss_cls: 1.4579, loss: 1.4579, grad_norm: 3.8397 2020-10-08 08:35:13,692 - mmaction - INFO - Epoch [248][100/999] lr: 1.828e-03, eta: 2:30:13, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6522, top5_acc: 0.8413, loss_cls: 1.4743, loss: 1.4743, grad_norm: 3.9165 2020-10-08 08:35:33,674 - mmaction - INFO - Epoch [248][120/999] lr: 1.828e-03, eta: 2:29:53, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6576, top5_acc: 0.8469, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.8670 2020-10-08 08:35:53,706 - mmaction - INFO - Epoch [248][140/999] lr: 1.828e-03, eta: 2:29:33, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8452, loss_cls: 1.4606, loss: 1.4606, grad_norm: 3.8596 2020-10-08 08:36:13,707 - mmaction - INFO - Epoch [248][160/999] lr: 1.828e-03, eta: 2:29:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6568, top5_acc: 0.8464, loss_cls: 1.4414, loss: 1.4414, grad_norm: 3.8527 2020-10-08 08:36:33,794 - mmaction - INFO - Epoch [248][180/999] lr: 1.828e-03, eta: 2:28:52, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6555, top5_acc: 0.8437, loss_cls: 1.4605, loss: 1.4605, grad_norm: 3.8906 2020-10-08 08:36:53,922 - mmaction - INFO - Epoch [248][200/999] lr: 1.828e-03, eta: 2:28:32, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6611, top5_acc: 0.8464, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.8799 2020-10-08 08:37:13,979 - mmaction - INFO - Epoch [248][220/999] lr: 1.828e-03, eta: 2:28:12, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6513, top5_acc: 0.8395, loss_cls: 1.4732, loss: 1.4732, grad_norm: 3.8583 2020-10-08 08:37:34,006 - mmaction - INFO - Epoch [248][240/999] lr: 1.828e-03, eta: 2:27:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6621, top5_acc: 0.8533, loss_cls: 1.4180, loss: 1.4180, grad_norm: 3.8330 2020-10-08 08:37:54,063 - mmaction - INFO - Epoch [248][260/999] lr: 1.828e-03, eta: 2:27:31, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6560, top5_acc: 0.8434, loss_cls: 1.4547, loss: 1.4547, grad_norm: 3.8680 2020-10-08 08:38:14,118 - mmaction - INFO - Epoch [248][280/999] lr: 1.828e-03, eta: 2:27:11, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6557, top5_acc: 0.8428, loss_cls: 1.4680, loss: 1.4680, grad_norm: 3.8770 2020-10-08 08:38:34,200 - mmaction - INFO - Epoch [248][300/999] lr: 1.828e-03, eta: 2:26:50, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6620, top5_acc: 0.8413, loss_cls: 1.4462, loss: 1.4462, grad_norm: 3.8448 2020-10-08 08:38:54,099 - mmaction - INFO - Epoch [248][320/999] lr: 1.828e-03, eta: 2:26:30, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8436, loss_cls: 1.4513, loss: 1.4513, grad_norm: 3.8830 2020-10-08 08:39:14,150 - mmaction - INFO - Epoch [248][340/999] lr: 1.828e-03, eta: 2:26:10, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.6628, top5_acc: 0.8426, loss_cls: 1.4445, loss: 1.4445, grad_norm: 3.8975 2020-10-08 08:39:34,159 - mmaction - INFO - Epoch [248][360/999] lr: 1.828e-03, eta: 2:25:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6527, top5_acc: 0.8379, loss_cls: 1.4738, loss: 1.4738, grad_norm: 3.9307 2020-10-08 08:39:54,136 - mmaction - INFO - Epoch [248][380/999] lr: 1.828e-03, eta: 2:25:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6664, top5_acc: 0.8507, loss_cls: 1.4225, loss: 1.4225, grad_norm: 3.8349 2020-10-08 08:40:14,191 - mmaction - INFO - Epoch [248][400/999] lr: 1.828e-03, eta: 2:25:09, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6658, top5_acc: 0.8411, loss_cls: 1.4426, loss: 1.4426, grad_norm: 3.8075 2020-10-08 08:40:34,273 - mmaction - INFO - Epoch [248][420/999] lr: 1.828e-03, eta: 2:24:49, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6578, top5_acc: 0.8339, loss_cls: 1.5029, loss: 1.5029, grad_norm: 3.8761 2020-10-08 08:40:54,313 - mmaction - INFO - Epoch [248][440/999] lr: 1.828e-03, eta: 2:24:28, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6560, top5_acc: 0.8378, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.9091 2020-10-08 08:41:14,341 - mmaction - INFO - Epoch [248][460/999] lr: 1.828e-03, eta: 2:24:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6595, top5_acc: 0.8411, loss_cls: 1.4416, loss: 1.4416, grad_norm: 3.8224 2020-10-08 08:41:34,388 - mmaction - INFO - Epoch [248][480/999] lr: 1.828e-03, eta: 2:23:48, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4929, loss: 1.4929, grad_norm: 3.8721 2020-10-08 08:41:54,422 - mmaction - INFO - Epoch [248][500/999] lr: 1.828e-03, eta: 2:23:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8434, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.9273 2020-10-08 08:42:14,305 - mmaction - INFO - Epoch [248][520/999] lr: 1.828e-03, eta: 2:23:07, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.6544, top5_acc: 0.8443, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.8851 2020-10-08 08:42:34,398 - mmaction - INFO - Epoch [248][540/999] lr: 1.828e-03, eta: 2:22:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6607, top5_acc: 0.8391, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.9062 2020-10-08 08:42:54,430 - mmaction - INFO - Epoch [248][560/999] lr: 1.828e-03, eta: 2:22:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6559, top5_acc: 0.8383, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.8741 2020-10-08 08:43:14,382 - mmaction - INFO - Epoch [248][580/999] lr: 1.828e-03, eta: 2:22:06, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8406, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.8595 2020-10-08 08:43:34,440 - mmaction - INFO - Epoch [248][600/999] lr: 1.828e-03, eta: 2:21:46, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6565, top5_acc: 0.8444, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.8740 2020-10-08 08:43:54,507 - mmaction - INFO - Epoch [248][620/999] lr: 1.828e-03, eta: 2:21:25, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6612, top5_acc: 0.8491, loss_cls: 1.4325, loss: 1.4325, grad_norm: 3.8471 2020-10-08 08:44:14,667 - mmaction - INFO - Epoch [248][640/999] lr: 1.828e-03, eta: 2:21:05, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.6660, top5_acc: 0.8540, loss_cls: 1.4225, loss: 1.4225, grad_norm: 3.8507 2020-10-08 08:44:34,644 - mmaction - INFO - Epoch [248][660/999] lr: 1.828e-03, eta: 2:20:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6633, top5_acc: 0.8439, loss_cls: 1.4472, loss: 1.4472, grad_norm: 3.8549 2020-10-08 08:44:54,684 - mmaction - INFO - Epoch [248][680/999] lr: 1.828e-03, eta: 2:20:25, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6527, top5_acc: 0.8384, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.9273 2020-10-08 08:45:14,726 - mmaction - INFO - Epoch [248][700/999] lr: 1.828e-03, eta: 2:20:04, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6562, top5_acc: 0.8444, loss_cls: 1.4667, loss: 1.4667, grad_norm: 3.9212 2020-10-08 08:45:34,753 - mmaction - INFO - Epoch [248][720/999] lr: 1.828e-03, eta: 2:19:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6608, top5_acc: 0.8406, loss_cls: 1.4667, loss: 1.4667, grad_norm: 3.9114 2020-10-08 08:45:54,721 - mmaction - INFO - Epoch [248][740/999] lr: 1.828e-03, eta: 2:19:24, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6556, top5_acc: 0.8366, loss_cls: 1.4880, loss: 1.4880, grad_norm: 3.9067 2020-10-08 08:46:14,764 - mmaction - INFO - Epoch [248][760/999] lr: 1.828e-03, eta: 2:19:03, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6609, top5_acc: 0.8431, loss_cls: 1.4458, loss: 1.4458, grad_norm: 3.8721 2020-10-08 08:46:34,729 - mmaction - INFO - Epoch [248][780/999] lr: 1.828e-03, eta: 2:18:43, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6582, top5_acc: 0.8395, loss_cls: 1.4524, loss: 1.4524, grad_norm: 3.7871 2020-10-08 08:46:54,757 - mmaction - INFO - Epoch [248][800/999] lr: 1.828e-03, eta: 2:18:23, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6500, top5_acc: 0.8341, loss_cls: 1.4902, loss: 1.4902, grad_norm: 3.8925 2020-10-08 08:47:14,801 - mmaction - INFO - Epoch [248][820/999] lr: 1.828e-03, eta: 2:18:02, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6492, top5_acc: 0.8410, loss_cls: 1.4840, loss: 1.4840, grad_norm: 3.8791 2020-10-08 08:47:34,906 - mmaction - INFO - Epoch [248][840/999] lr: 1.828e-03, eta: 2:17:42, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6615, top5_acc: 0.8474, loss_cls: 1.4496, loss: 1.4496, grad_norm: 3.8692 2020-10-08 08:47:54,916 - mmaction - INFO - Epoch [248][860/999] lr: 1.828e-03, eta: 2:17:22, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6526, top5_acc: 0.8428, loss_cls: 1.4733, loss: 1.4733, grad_norm: 3.9403 2020-10-08 08:48:14,975 - mmaction - INFO - Epoch [248][880/999] lr: 1.828e-03, eta: 2:17:02, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6544, top5_acc: 0.8362, loss_cls: 1.4744, loss: 1.4744, grad_norm: 3.8941 2020-10-08 08:48:35,007 - mmaction - INFO - Epoch [248][900/999] lr: 1.828e-03, eta: 2:16:41, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6555, top5_acc: 0.8404, loss_cls: 1.4617, loss: 1.4617, grad_norm: 3.8860 2020-10-08 08:48:55,074 - mmaction - INFO - Epoch [248][920/999] lr: 1.828e-03, eta: 2:16:21, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6569, top5_acc: 0.8441, loss_cls: 1.4403, loss: 1.4403, grad_norm: 3.8772 2020-10-08 08:49:15,062 - mmaction - INFO - Epoch [248][940/999] lr: 1.828e-03, eta: 2:16:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8405, loss_cls: 1.4705, loss: 1.4705, grad_norm: 3.8840 2020-10-08 08:49:35,097 - mmaction - INFO - Epoch [248][960/999] lr: 1.828e-03, eta: 2:15:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6458, top5_acc: 0.8292, loss_cls: 1.5334, loss: 1.5334, grad_norm: 3.9890 2020-10-08 08:49:55,310 - mmaction - INFO - Epoch [248][980/999] lr: 1.828e-03, eta: 2:15:20, time: 1.011, data_time: 0.003, memory: 8478, top1_acc: 0.6561, top5_acc: 0.8348, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.8726 2020-10-08 08:50:14,352 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-10-08 08:51:28,344 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 08:51:29,944 - mmaction - INFO - top1_acc 0.7144 top5_acc 0.8984 2020-10-08 08:51:29,944 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 08:51:30,035 - mmaction - INFO - mean_acc 0.7133 2020-10-08 08:51:30,036 - mmaction - INFO - Now best checkpoint is epoch_248.pth 2020-10-08 08:51:30,087 - mmaction - INFO - Epoch(val) [248][999] top1_acc: 0.7144, top5_acc: 0.8984, mean_class_accuracy: 0.7133 2020-10-08 08:52:17,064 - mmaction - INFO - Epoch [249][20/999] lr: 1.445e-03, eta: 2:14:41, time: 2.347, data_time: 1.054, memory: 8478, top1_acc: 0.6655, top5_acc: 0.8465, loss_cls: 1.4469, loss: 1.4469, grad_norm: 3.9074 2020-10-08 08:52:36,743 - mmaction - INFO - Epoch [249][40/999] lr: 1.445e-03, eta: 2:14:21, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.6564, top5_acc: 0.8426, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.9057 2020-10-08 08:52:56,487 - mmaction - INFO - Epoch [249][60/999] lr: 1.445e-03, eta: 2:14:01, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.6620, top5_acc: 0.8378, loss_cls: 1.4633, loss: 1.4633, grad_norm: 3.8295 2020-10-08 08:53:16,291 - mmaction - INFO - Epoch [249][80/999] lr: 1.445e-03, eta: 2:13:40, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.6621, top5_acc: 0.8448, loss_cls: 1.4178, loss: 1.4178, grad_norm: 3.7832 2020-10-08 08:53:36,178 - mmaction - INFO - Epoch [249][100/999] lr: 1.445e-03, eta: 2:13:20, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8404, loss_cls: 1.4589, loss: 1.4589, grad_norm: 3.8848 2020-10-08 08:53:56,077 - mmaction - INFO - Epoch [249][120/999] lr: 1.445e-03, eta: 2:13:00, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6539, top5_acc: 0.8319, loss_cls: 1.4916, loss: 1.4916, grad_norm: 3.8617 2020-10-08 08:54:16,034 - mmaction - INFO - Epoch [249][140/999] lr: 1.445e-03, eta: 2:12:39, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8490, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.8664 2020-10-08 08:54:36,120 - mmaction - INFO - Epoch [249][160/999] lr: 1.445e-03, eta: 2:12:19, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6785, top5_acc: 0.8521, loss_cls: 1.3920, loss: 1.3920, grad_norm: 3.8156 2020-10-08 08:54:56,139 - mmaction - INFO - Epoch [249][180/999] lr: 1.445e-03, eta: 2:11:59, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6658, top5_acc: 0.8437, loss_cls: 1.4348, loss: 1.4348, grad_norm: 3.8744 2020-10-08 08:55:16,139 - mmaction - INFO - Epoch [249][200/999] lr: 1.445e-03, eta: 2:11:39, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6534, top5_acc: 0.8339, loss_cls: 1.5009, loss: 1.5009, grad_norm: 3.9604 2020-10-08 08:55:36,150 - mmaction - INFO - Epoch [249][220/999] lr: 1.445e-03, eta: 2:11:18, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6551, top5_acc: 0.8424, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.9133 2020-10-08 08:55:56,142 - mmaction - INFO - Epoch [249][240/999] lr: 1.445e-03, eta: 2:10:58, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6616, top5_acc: 0.8424, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.9134 2020-10-08 08:56:16,141 - mmaction - INFO - Epoch [249][260/999] lr: 1.445e-03, eta: 2:10:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6602, top5_acc: 0.8465, loss_cls: 1.4436, loss: 1.4436, grad_norm: 3.9184 2020-10-08 08:56:36,267 - mmaction - INFO - Epoch [249][280/999] lr: 1.445e-03, eta: 2:10:17, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.6607, top5_acc: 0.8428, loss_cls: 1.4542, loss: 1.4542, grad_norm: 3.9462 2020-10-08 08:56:56,409 - mmaction - INFO - Epoch [249][300/999] lr: 1.445e-03, eta: 2:09:57, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6742, top5_acc: 0.8504, loss_cls: 1.3976, loss: 1.3976, grad_norm: 3.8335 2020-10-08 08:57:16,404 - mmaction - INFO - Epoch [249][320/999] lr: 1.445e-03, eta: 2:09:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6626, top5_acc: 0.8424, loss_cls: 1.4407, loss: 1.4407, grad_norm: 3.9092 2020-10-08 08:57:36,537 - mmaction - INFO - Epoch [249][340/999] lr: 1.445e-03, eta: 2:09:16, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6686, top5_acc: 0.8490, loss_cls: 1.4148, loss: 1.4148, grad_norm: 3.8938 2020-10-08 08:57:56,555 - mmaction - INFO - Epoch [249][360/999] lr: 1.445e-03, eta: 2:08:56, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6542, top5_acc: 0.8378, loss_cls: 1.4669, loss: 1.4669, grad_norm: 3.9188 2020-10-08 08:58:16,676 - mmaction - INFO - Epoch [249][380/999] lr: 1.445e-03, eta: 2:08:36, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6569, top5_acc: 0.8419, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.9532 2020-10-08 08:58:36,675 - mmaction - INFO - Epoch [249][400/999] lr: 1.445e-03, eta: 2:08:16, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8415, loss_cls: 1.4497, loss: 1.4497, grad_norm: 3.8683 2020-10-08 08:58:56,608 - mmaction - INFO - Epoch [249][420/999] lr: 1.445e-03, eta: 2:07:55, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6669, top5_acc: 0.8490, loss_cls: 1.4225, loss: 1.4225, grad_norm: 3.8294 2020-10-08 08:59:16,650 - mmaction - INFO - Epoch [249][440/999] lr: 1.445e-03, eta: 2:07:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6617, top5_acc: 0.8411, loss_cls: 1.4620, loss: 1.4620, grad_norm: 3.9073 2020-10-08 08:59:36,641 - mmaction - INFO - Epoch [249][460/999] lr: 1.445e-03, eta: 2:07:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6490, top5_acc: 0.8378, loss_cls: 1.4875, loss: 1.4875, grad_norm: 3.9484 2020-10-08 08:59:56,725 - mmaction - INFO - Epoch [249][480/999] lr: 1.445e-03, eta: 2:06:54, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6582, top5_acc: 0.8449, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.9104 2020-10-08 09:00:18,591 - mmaction - INFO - Epoch [249][500/999] lr: 1.445e-03, eta: 2:06:34, time: 1.092, data_time: 0.002, memory: 8478, top1_acc: 0.6687, top5_acc: 0.8474, loss_cls: 1.4218, loss: 1.4218, grad_norm: 3.8837 2020-10-08 09:00:38,729 - mmaction - INFO - Epoch [249][520/999] lr: 1.445e-03, eta: 2:06:14, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8408, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.8809 2020-10-08 09:00:58,753 - mmaction - INFO - Epoch [249][540/999] lr: 1.445e-03, eta: 2:05:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6682, top5_acc: 0.8451, loss_cls: 1.4373, loss: 1.4373, grad_norm: 3.8974 2020-10-08 09:01:18,840 - mmaction - INFO - Epoch [249][560/999] lr: 1.445e-03, eta: 2:05:33, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8488, loss_cls: 1.4425, loss: 1.4425, grad_norm: 3.9199 2020-10-08 09:01:38,902 - mmaction - INFO - Epoch [249][580/999] lr: 1.445e-03, eta: 2:05:13, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6552, top5_acc: 0.8406, loss_cls: 1.4806, loss: 1.4806, grad_norm: 3.9349 2020-10-08 09:01:58,852 - mmaction - INFO - Epoch [249][600/999] lr: 1.445e-03, eta: 2:04:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6505, top5_acc: 0.8431, loss_cls: 1.4793, loss: 1.4793, grad_norm: 3.9293 2020-10-08 09:02:18,872 - mmaction - INFO - Epoch [249][620/999] lr: 1.445e-03, eta: 2:04:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6594, top5_acc: 0.8490, loss_cls: 1.4417, loss: 1.4417, grad_norm: 3.9021 2020-10-08 09:02:38,739 - mmaction - INFO - Epoch [249][640/999] lr: 1.445e-03, eta: 2:04:12, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.6594, top5_acc: 0.8451, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.9733 2020-10-08 09:02:58,811 - mmaction - INFO - Epoch [249][660/999] lr: 1.445e-03, eta: 2:03:52, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6616, top5_acc: 0.8507, loss_cls: 1.4197, loss: 1.4197, grad_norm: 3.8967 2020-10-08 09:03:18,824 - mmaction - INFO - Epoch [249][680/999] lr: 1.445e-03, eta: 2:03:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6599, top5_acc: 0.8418, loss_cls: 1.4375, loss: 1.4375, grad_norm: 3.8377 2020-10-08 09:03:38,819 - mmaction - INFO - Epoch [249][700/999] lr: 1.445e-03, eta: 2:03:11, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6574, top5_acc: 0.8421, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.9186 2020-10-08 09:03:58,894 - mmaction - INFO - Epoch [249][720/999] lr: 1.445e-03, eta: 2:02:51, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6599, top5_acc: 0.8439, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.9150 2020-10-08 09:04:18,980 - mmaction - INFO - Epoch [249][740/999] lr: 1.445e-03, eta: 2:02:31, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6625, top5_acc: 0.8431, loss_cls: 1.4349, loss: 1.4349, grad_norm: 3.9269 2020-10-08 09:04:39,111 - mmaction - INFO - Epoch [249][760/999] lr: 1.445e-03, eta: 2:02:10, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6577, top5_acc: 0.8445, loss_cls: 1.4556, loss: 1.4556, grad_norm: 3.8849 2020-10-08 09:04:59,111 - mmaction - INFO - Epoch [249][780/999] lr: 1.445e-03, eta: 2:01:50, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6492, top5_acc: 0.8423, loss_cls: 1.4849, loss: 1.4849, grad_norm: 3.8975 2020-10-08 09:05:19,196 - mmaction - INFO - Epoch [249][800/999] lr: 1.445e-03, eta: 2:01:30, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6633, top5_acc: 0.8440, loss_cls: 1.4424, loss: 1.4424, grad_norm: 3.9490 2020-10-08 09:05:39,152 - mmaction - INFO - Epoch [249][820/999] lr: 1.445e-03, eta: 2:01:09, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6579, top5_acc: 0.8401, loss_cls: 1.4550, loss: 1.4550, grad_norm: 3.9280 2020-10-08 09:05:59,155 - mmaction - INFO - Epoch [249][840/999] lr: 1.445e-03, eta: 2:00:49, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6544, top5_acc: 0.8451, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.9294 2020-10-08 09:06:19,100 - mmaction - INFO - Epoch [249][860/999] lr: 1.445e-03, eta: 2:00:29, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6572, top5_acc: 0.8400, loss_cls: 1.4606, loss: 1.4606, grad_norm: 3.9183 2020-10-08 09:06:39,199 - mmaction - INFO - Epoch [249][880/999] lr: 1.445e-03, eta: 2:00:09, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6582, top5_acc: 0.8417, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.9190 2020-10-08 09:06:59,324 - mmaction - INFO - Epoch [249][900/999] lr: 1.445e-03, eta: 1:59:48, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4522, loss: 1.4522, grad_norm: 3.9051 2020-10-08 09:07:19,415 - mmaction - INFO - Epoch [249][920/999] lr: 1.445e-03, eta: 1:59:28, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.6578, top5_acc: 0.8384, loss_cls: 1.4612, loss: 1.4612, grad_norm: 3.9373 2020-10-08 09:07:39,450 - mmaction - INFO - Epoch [249][940/999] lr: 1.445e-03, eta: 1:59:08, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6599, top5_acc: 0.8451, loss_cls: 1.4373, loss: 1.4373, grad_norm: 3.9361 2020-10-08 09:07:59,409 - mmaction - INFO - Epoch [249][960/999] lr: 1.445e-03, eta: 1:58:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6549, top5_acc: 0.8410, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.9204 2020-10-08 09:08:19,422 - mmaction - INFO - Epoch [249][980/999] lr: 1.445e-03, eta: 1:58:27, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6646, top5_acc: 0.8400, loss_cls: 1.4545, loss: 1.4545, grad_norm: 3.9303 2020-10-08 09:09:34,734 - mmaction - INFO - Epoch [250][20/999] lr: 1.106e-03, eta: 1:57:49, time: 2.724, data_time: 1.490, memory: 8478, top1_acc: 0.6630, top5_acc: 0.8440, loss_cls: 1.4506, loss: 1.4506, grad_norm: 3.9693 2020-10-08 09:09:54,340 - mmaction - INFO - Epoch [250][40/999] lr: 1.106e-03, eta: 1:57:29, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8431, loss_cls: 1.4426, loss: 1.4426, grad_norm: 3.9457 2020-10-08 09:10:14,107 - mmaction - INFO - Epoch [250][60/999] lr: 1.106e-03, eta: 1:57:08, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.6530, top5_acc: 0.8447, loss_cls: 1.4735, loss: 1.4735, grad_norm: 3.9326 2020-10-08 09:10:33,962 - mmaction - INFO - Epoch [250][80/999] lr: 1.106e-03, eta: 1:56:48, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8523, loss_cls: 1.4060, loss: 1.4060, grad_norm: 3.8872 2020-10-08 09:10:53,944 - mmaction - INFO - Epoch [250][100/999] lr: 1.106e-03, eta: 1:56:28, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6611, top5_acc: 0.8439, loss_cls: 1.4604, loss: 1.4604, grad_norm: 3.9213 2020-10-08 09:11:13,958 - mmaction - INFO - Epoch [250][120/999] lr: 1.106e-03, eta: 1:56:07, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6608, top5_acc: 0.8458, loss_cls: 1.4311, loss: 1.4311, grad_norm: 3.8779 2020-10-08 09:11:34,002 - mmaction - INFO - Epoch [250][140/999] lr: 1.106e-03, eta: 1:55:47, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6654, top5_acc: 0.8456, loss_cls: 1.4582, loss: 1.4582, grad_norm: 3.9415 2020-10-08 09:11:53,956 - mmaction - INFO - Epoch [250][160/999] lr: 1.106e-03, eta: 1:55:27, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6714, top5_acc: 0.8448, loss_cls: 1.4243, loss: 1.4243, grad_norm: 3.8454 2020-10-08 09:12:13,966 - mmaction - INFO - Epoch [250][180/999] lr: 1.106e-03, eta: 1:55:06, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8464, loss_cls: 1.4493, loss: 1.4493, grad_norm: 3.9515 2020-10-08 09:12:34,075 - mmaction - INFO - Epoch [250][200/999] lr: 1.106e-03, eta: 1:54:46, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6628, top5_acc: 0.8427, loss_cls: 1.4260, loss: 1.4260, grad_norm: 3.8846 2020-10-08 09:12:54,144 - mmaction - INFO - Epoch [250][220/999] lr: 1.106e-03, eta: 1:54:26, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6633, top5_acc: 0.8505, loss_cls: 1.4389, loss: 1.4389, grad_norm: 3.9342 2020-10-08 09:13:14,146 - mmaction - INFO - Epoch [250][240/999] lr: 1.106e-03, eta: 1:54:06, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6684, top5_acc: 0.8497, loss_cls: 1.4085, loss: 1.4085, grad_norm: 3.9027 2020-10-08 09:13:34,230 - mmaction - INFO - Epoch [250][260/999] lr: 1.106e-03, eta: 1:53:45, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6622, top5_acc: 0.8409, loss_cls: 1.4402, loss: 1.4402, grad_norm: 3.8897 2020-10-08 09:13:54,136 - mmaction - INFO - Epoch [250][280/999] lr: 1.106e-03, eta: 1:53:25, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6467, top5_acc: 0.8374, loss_cls: 1.4916, loss: 1.4916, grad_norm: 4.0710 2020-10-08 09:14:14,109 - mmaction - INFO - Epoch [250][300/999] lr: 1.106e-03, eta: 1:53:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6578, top5_acc: 0.8435, loss_cls: 1.4485, loss: 1.4485, grad_norm: 3.9476 2020-10-08 09:14:34,219 - mmaction - INFO - Epoch [250][320/999] lr: 1.106e-03, eta: 1:52:44, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6639, top5_acc: 0.8431, loss_cls: 1.4258, loss: 1.4258, grad_norm: 3.9420 2020-10-08 09:14:54,239 - mmaction - INFO - Epoch [250][340/999] lr: 1.106e-03, eta: 1:52:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6611, top5_acc: 0.8406, loss_cls: 1.4469, loss: 1.4469, grad_norm: 3.9079 2020-10-08 09:15:14,237 - mmaction - INFO - Epoch [250][360/999] lr: 1.106e-03, eta: 1:52:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6562, top5_acc: 0.8426, loss_cls: 1.4660, loss: 1.4660, grad_norm: 3.9318 2020-10-08 09:15:34,242 - mmaction - INFO - Epoch [250][380/999] lr: 1.106e-03, eta: 1:51:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6587, top5_acc: 0.8350, loss_cls: 1.4699, loss: 1.4699, grad_norm: 3.9252 2020-10-08 09:15:54,246 - mmaction - INFO - Epoch [250][400/999] lr: 1.106e-03, eta: 1:51:23, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6663, top5_acc: 0.8422, loss_cls: 1.4326, loss: 1.4326, grad_norm: 3.8706 2020-10-08 09:16:14,255 - mmaction - INFO - Epoch [250][420/999] lr: 1.106e-03, eta: 1:51:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8361, loss_cls: 1.4679, loss: 1.4679, grad_norm: 3.9003 2020-10-08 09:16:34,270 - mmaction - INFO - Epoch [250][440/999] lr: 1.106e-03, eta: 1:50:43, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6586, top5_acc: 0.8411, loss_cls: 1.4656, loss: 1.4656, grad_norm: 3.9327 2020-10-08 09:16:54,230 - mmaction - INFO - Epoch [250][460/999] lr: 1.106e-03, eta: 1:50:22, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6547, top5_acc: 0.8410, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.9191 2020-10-08 09:17:14,266 - mmaction - INFO - Epoch [250][480/999] lr: 1.106e-03, eta: 1:50:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6565, top5_acc: 0.8398, loss_cls: 1.4889, loss: 1.4889, grad_norm: 3.9633 2020-10-08 09:17:34,319 - mmaction - INFO - Epoch [250][500/999] lr: 1.106e-03, eta: 1:49:42, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8493, loss_cls: 1.4349, loss: 1.4349, grad_norm: 3.9316 2020-10-08 09:17:54,352 - mmaction - INFO - Epoch [250][520/999] lr: 1.106e-03, eta: 1:49:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6689, top5_acc: 0.8536, loss_cls: 1.3916, loss: 1.3916, grad_norm: 3.8547 2020-10-08 09:18:14,442 - mmaction - INFO - Epoch [250][540/999] lr: 1.106e-03, eta: 1:49:01, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8445, loss_cls: 1.4486, loss: 1.4486, grad_norm: 3.8995 2020-10-08 09:18:34,462 - mmaction - INFO - Epoch [250][560/999] lr: 1.106e-03, eta: 1:48:41, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6645, top5_acc: 0.8445, loss_cls: 1.4328, loss: 1.4328, grad_norm: 3.8917 2020-10-08 09:18:54,454 - mmaction - INFO - Epoch [250][580/999] lr: 1.106e-03, eta: 1:48:21, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6618, top5_acc: 0.8460, loss_cls: 1.4273, loss: 1.4273, grad_norm: 3.9513 2020-10-08 09:19:14,469 - mmaction - INFO - Epoch [250][600/999] lr: 1.106e-03, eta: 1:48:00, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6607, top5_acc: 0.8410, loss_cls: 1.4593, loss: 1.4593, grad_norm: 3.9403 2020-10-08 09:19:34,602 - mmaction - INFO - Epoch [250][620/999] lr: 1.106e-03, eta: 1:47:40, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6762, top5_acc: 0.8520, loss_cls: 1.3912, loss: 1.3912, grad_norm: 3.8379 2020-10-08 09:19:54,609 - mmaction - INFO - Epoch [250][640/999] lr: 1.106e-03, eta: 1:47:20, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6759, top5_acc: 0.8513, loss_cls: 1.3835, loss: 1.3835, grad_norm: 3.8505 2020-10-08 09:20:14,692 - mmaction - INFO - Epoch [250][660/999] lr: 1.106e-03, eta: 1:46:59, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6583, top5_acc: 0.8346, loss_cls: 1.4990, loss: 1.4990, grad_norm: 3.9221 2020-10-08 09:20:34,755 - mmaction - INFO - Epoch [250][680/999] lr: 1.106e-03, eta: 1:46:39, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6615, top5_acc: 0.8426, loss_cls: 1.4449, loss: 1.4449, grad_norm: 3.9209 2020-10-08 09:20:54,791 - mmaction - INFO - Epoch [250][700/999] lr: 1.106e-03, eta: 1:46:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6533, top5_acc: 0.8427, loss_cls: 1.4643, loss: 1.4643, grad_norm: 4.0167 2020-10-08 09:21:14,816 - mmaction - INFO - Epoch [250][720/999] lr: 1.106e-03, eta: 1:45:58, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6641, top5_acc: 0.8525, loss_cls: 1.4166, loss: 1.4166, grad_norm: 3.9530 2020-10-08 09:21:34,963 - mmaction - INFO - Epoch [250][740/999] lr: 1.106e-03, eta: 1:45:38, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6611, top5_acc: 0.8418, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.9385 2020-10-08 09:21:55,100 - mmaction - INFO - Epoch [250][760/999] lr: 1.106e-03, eta: 1:45:18, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6655, top5_acc: 0.8444, loss_cls: 1.4265, loss: 1.4265, grad_norm: 3.9268 2020-10-08 09:22:15,143 - mmaction - INFO - Epoch [250][780/999] lr: 1.106e-03, eta: 1:44:58, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6630, top5_acc: 0.8451, loss_cls: 1.4272, loss: 1.4272, grad_norm: 3.8979 2020-10-08 09:22:35,173 - mmaction - INFO - Epoch [250][800/999] lr: 1.106e-03, eta: 1:44:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8479, loss_cls: 1.4459, loss: 1.4459, grad_norm: 3.9320 2020-10-08 09:22:55,254 - mmaction - INFO - Epoch [250][820/999] lr: 1.106e-03, eta: 1:44:17, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.6634, top5_acc: 0.8454, loss_cls: 1.4429, loss: 1.4429, grad_norm: 3.9330 2020-10-08 09:23:15,261 - mmaction - INFO - Epoch [250][840/999] lr: 1.106e-03, eta: 1:43:57, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6639, top5_acc: 0.8500, loss_cls: 1.4094, loss: 1.4094, grad_norm: 3.9190 2020-10-08 09:23:35,336 - mmaction - INFO - Epoch [250][860/999] lr: 1.106e-03, eta: 1:43:36, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6585, top5_acc: 0.8414, loss_cls: 1.4404, loss: 1.4404, grad_norm: 3.9012 2020-10-08 09:23:55,297 - mmaction - INFO - Epoch [250][880/999] lr: 1.106e-03, eta: 1:43:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8439, loss_cls: 1.4438, loss: 1.4438, grad_norm: 3.9250 2020-10-08 09:24:15,310 - mmaction - INFO - Epoch [250][900/999] lr: 1.106e-03, eta: 1:42:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6586, top5_acc: 0.8449, loss_cls: 1.4521, loss: 1.4521, grad_norm: 4.0001 2020-10-08 09:24:35,353 - mmaction - INFO - Epoch [250][920/999] lr: 1.106e-03, eta: 1:42:36, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8487, loss_cls: 1.4240, loss: 1.4240, grad_norm: 3.9537 2020-10-08 09:24:55,511 - mmaction - INFO - Epoch [250][940/999] lr: 1.106e-03, eta: 1:42:15, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8478, loss_cls: 1.4362, loss: 1.4362, grad_norm: 3.9476 2020-10-08 09:25:15,513 - mmaction - INFO - Epoch [250][960/999] lr: 1.106e-03, eta: 1:41:55, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6509, top5_acc: 0.8320, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.0086 2020-10-08 09:25:35,469 - mmaction - INFO - Epoch [250][980/999] lr: 1.106e-03, eta: 1:41:35, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6697, top5_acc: 0.8493, loss_cls: 1.4065, loss: 1.4065, grad_norm: 3.9252 2020-10-08 09:26:45,468 - mmaction - INFO - Epoch [251][20/999] lr: 8.129e-04, eta: 1:40:56, time: 2.528, data_time: 1.498, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8462, loss_cls: 1.4345, loss: 1.4345, grad_norm: 3.9427 2020-10-08 09:27:05,174 - mmaction - INFO - Epoch [251][40/999] lr: 8.129e-04, eta: 1:40:36, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.6695, top5_acc: 0.8497, loss_cls: 1.4079, loss: 1.4079, grad_norm: 3.8544 2020-10-08 09:27:25,175 - mmaction - INFO - Epoch [251][60/999] lr: 8.129e-04, eta: 1:40:15, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6654, top5_acc: 0.8461, loss_cls: 1.4137, loss: 1.4137, grad_norm: 3.9010 2020-10-08 09:27:45,179 - mmaction - INFO - Epoch [251][80/999] lr: 8.129e-04, eta: 1:39:55, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6697, top5_acc: 0.8432, loss_cls: 1.4228, loss: 1.4228, grad_norm: 3.8915 2020-10-08 09:28:05,165 - mmaction - INFO - Epoch [251][100/999] lr: 8.129e-04, eta: 1:39:35, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6605, top5_acc: 0.8385, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.9746 2020-10-08 09:28:25,289 - mmaction - INFO - Epoch [251][120/999] lr: 8.129e-04, eta: 1:39:15, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6583, top5_acc: 0.8413, loss_cls: 1.4536, loss: 1.4536, grad_norm: 3.9581 2020-10-08 09:28:45,311 - mmaction - INFO - Epoch [251][140/999] lr: 8.129e-04, eta: 1:38:54, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6651, top5_acc: 0.8469, loss_cls: 1.4318, loss: 1.4318, grad_norm: 3.9437 2020-10-08 09:29:05,387 - mmaction - INFO - Epoch [251][160/999] lr: 8.129e-04, eta: 1:38:34, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6650, top5_acc: 0.8499, loss_cls: 1.4208, loss: 1.4208, grad_norm: 3.9124 2020-10-08 09:29:25,531 - mmaction - INFO - Epoch [251][180/999] lr: 8.129e-04, eta: 1:38:14, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6622, top5_acc: 0.8520, loss_cls: 1.4181, loss: 1.4181, grad_norm: 3.8938 2020-10-08 09:29:45,561 - mmaction - INFO - Epoch [251][200/999] lr: 8.129e-04, eta: 1:37:53, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6609, top5_acc: 0.8454, loss_cls: 1.4220, loss: 1.4220, grad_norm: 3.9587 2020-10-08 09:30:05,659 - mmaction - INFO - Epoch [251][220/999] lr: 8.129e-04, eta: 1:37:33, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6780, top5_acc: 0.8543, loss_cls: 1.3845, loss: 1.3845, grad_norm: 3.9014 2020-10-08 09:30:26,618 - mmaction - INFO - Epoch [251][240/999] lr: 8.129e-04, eta: 1:37:13, time: 1.048, data_time: 0.003, memory: 8478, top1_acc: 0.6711, top5_acc: 0.8451, loss_cls: 1.4131, loss: 1.4131, grad_norm: 3.9136 2020-10-08 09:30:46,733 - mmaction - INFO - Epoch [251][260/999] lr: 8.129e-04, eta: 1:36:53, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6622, top5_acc: 0.8487, loss_cls: 1.4292, loss: 1.4292, grad_norm: 3.9566 2020-10-08 09:31:06,788 - mmaction - INFO - Epoch [251][280/999] lr: 8.129e-04, eta: 1:36:32, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4461, loss: 1.4461, grad_norm: 3.9425 2020-10-08 09:31:26,908 - mmaction - INFO - Epoch [251][300/999] lr: 8.129e-04, eta: 1:36:12, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6612, top5_acc: 0.8514, loss_cls: 1.4200, loss: 1.4200, grad_norm: 3.9844 2020-10-08 09:31:46,911 - mmaction - INFO - Epoch [251][320/999] lr: 8.129e-04, eta: 1:35:52, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8497, loss_cls: 1.4221, loss: 1.4221, grad_norm: 3.9030 2020-10-08 09:32:07,074 - mmaction - INFO - Epoch [251][340/999] lr: 8.129e-04, eta: 1:35:31, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.6607, top5_acc: 0.8477, loss_cls: 1.4300, loss: 1.4300, grad_norm: 3.9500 2020-10-08 09:32:27,095 - mmaction - INFO - Epoch [251][360/999] lr: 8.129e-04, eta: 1:35:11, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6677, top5_acc: 0.8482, loss_cls: 1.4174, loss: 1.4174, grad_norm: 3.9557 2020-10-08 09:32:47,158 - mmaction - INFO - Epoch [251][380/999] lr: 8.129e-04, eta: 1:34:51, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6757, top5_acc: 0.8490, loss_cls: 1.4001, loss: 1.4001, grad_norm: 3.9005 2020-10-08 09:33:07,177 - mmaction - INFO - Epoch [251][400/999] lr: 8.129e-04, eta: 1:34:31, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6568, top5_acc: 0.8440, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.9483 2020-10-08 09:33:27,262 - mmaction - INFO - Epoch [251][420/999] lr: 8.129e-04, eta: 1:34:10, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8427, loss_cls: 1.4310, loss: 1.4310, grad_norm: 3.9060 2020-10-08 09:33:47,307 - mmaction - INFO - Epoch [251][440/999] lr: 8.129e-04, eta: 1:33:50, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6618, top5_acc: 0.8421, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.9745 2020-10-08 09:34:07,476 - mmaction - INFO - Epoch [251][460/999] lr: 8.129e-04, eta: 1:33:30, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6699, top5_acc: 0.8457, loss_cls: 1.4255, loss: 1.4255, grad_norm: 3.8761 2020-10-08 09:34:27,510 - mmaction - INFO - Epoch [251][480/999] lr: 8.129e-04, eta: 1:33:09, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6652, top5_acc: 0.8444, loss_cls: 1.4318, loss: 1.4318, grad_norm: 3.8606 2020-10-08 09:34:47,670 - mmaction - INFO - Epoch [251][500/999] lr: 8.129e-04, eta: 1:32:49, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6655, top5_acc: 0.8443, loss_cls: 1.4191, loss: 1.4191, grad_norm: 3.9232 2020-10-08 09:35:07,722 - mmaction - INFO - Epoch [251][520/999] lr: 8.129e-04, eta: 1:32:29, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6698, top5_acc: 0.8518, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.8714 2020-10-08 09:35:27,780 - mmaction - INFO - Epoch [251][540/999] lr: 8.129e-04, eta: 1:32:08, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6632, top5_acc: 0.8479, loss_cls: 1.4229, loss: 1.4229, grad_norm: 3.9196 2020-10-08 09:35:47,822 - mmaction - INFO - Epoch [251][560/999] lr: 8.129e-04, eta: 1:31:48, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6710, top5_acc: 0.8449, loss_cls: 1.4007, loss: 1.4007, grad_norm: 3.8963 2020-10-08 09:36:07,924 - mmaction - INFO - Epoch [251][580/999] lr: 8.129e-04, eta: 1:31:28, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6684, top5_acc: 0.8527, loss_cls: 1.4002, loss: 1.4002, grad_norm: 3.9545 2020-10-08 09:36:28,049 - mmaction - INFO - Epoch [251][600/999] lr: 8.129e-04, eta: 1:31:08, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6617, top5_acc: 0.8426, loss_cls: 1.4458, loss: 1.4458, grad_norm: 4.0186 2020-10-08 09:36:48,041 - mmaction - INFO - Epoch [251][620/999] lr: 8.129e-04, eta: 1:30:47, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6641, top5_acc: 0.8509, loss_cls: 1.4102, loss: 1.4102, grad_norm: 3.8929 2020-10-08 09:37:08,110 - mmaction - INFO - Epoch [251][640/999] lr: 8.129e-04, eta: 1:30:27, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6602, top5_acc: 0.8421, loss_cls: 1.4542, loss: 1.4542, grad_norm: 3.9783 2020-10-08 09:37:28,146 - mmaction - INFO - Epoch [251][660/999] lr: 8.129e-04, eta: 1:30:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6684, top5_acc: 0.8424, loss_cls: 1.4202, loss: 1.4202, grad_norm: 3.9229 2020-10-08 09:37:48,288 - mmaction - INFO - Epoch [251][680/999] lr: 8.129e-04, eta: 1:29:46, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6724, top5_acc: 0.8467, loss_cls: 1.4215, loss: 1.4215, grad_norm: 3.9237 2020-10-08 09:38:08,456 - mmaction - INFO - Epoch [251][700/999] lr: 8.129e-04, eta: 1:29:26, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6592, top5_acc: 0.8441, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.9868 2020-10-08 09:38:28,538 - mmaction - INFO - Epoch [251][720/999] lr: 8.129e-04, eta: 1:29:06, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6579, top5_acc: 0.8408, loss_cls: 1.4513, loss: 1.4513, grad_norm: 3.9434 2020-10-08 09:38:48,545 - mmaction - INFO - Epoch [251][740/999] lr: 8.129e-04, eta: 1:28:46, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6611, top5_acc: 0.8491, loss_cls: 1.4441, loss: 1.4441, grad_norm: 3.9657 2020-10-08 09:39:08,539 - mmaction - INFO - Epoch [251][760/999] lr: 8.129e-04, eta: 1:28:25, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6615, top5_acc: 0.8431, loss_cls: 1.4342, loss: 1.4342, grad_norm: 3.9249 2020-10-08 09:39:28,542 - mmaction - INFO - Epoch [251][780/999] lr: 8.129e-04, eta: 1:28:05, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6605, top5_acc: 0.8395, loss_cls: 1.4636, loss: 1.4636, grad_norm: 3.9553 2020-10-08 09:39:48,647 - mmaction - INFO - Epoch [251][800/999] lr: 8.129e-04, eta: 1:27:45, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8488, loss_cls: 1.4354, loss: 1.4354, grad_norm: 3.9130 2020-10-08 09:40:08,808 - mmaction - INFO - Epoch [251][820/999] lr: 8.129e-04, eta: 1:27:24, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.6682, top5_acc: 0.8497, loss_cls: 1.3987, loss: 1.3987, grad_norm: 3.9450 2020-10-08 09:40:28,953 - mmaction - INFO - Epoch [251][840/999] lr: 8.129e-04, eta: 1:27:04, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.6628, top5_acc: 0.8505, loss_cls: 1.4199, loss: 1.4199, grad_norm: 3.9780 2020-10-08 09:40:48,955 - mmaction - INFO - Epoch [251][860/999] lr: 8.129e-04, eta: 1:26:44, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6568, top5_acc: 0.8387, loss_cls: 1.4598, loss: 1.4598, grad_norm: 3.9122 2020-10-08 09:41:08,992 - mmaction - INFO - Epoch [251][880/999] lr: 8.129e-04, eta: 1:26:24, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6667, top5_acc: 0.8508, loss_cls: 1.4174, loss: 1.4174, grad_norm: 3.9251 2020-10-08 09:41:29,079 - mmaction - INFO - Epoch [251][900/999] lr: 8.129e-04, eta: 1:26:03, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6608, top5_acc: 0.8508, loss_cls: 1.4290, loss: 1.4290, grad_norm: 3.9848 2020-10-08 09:41:49,173 - mmaction - INFO - Epoch [251][920/999] lr: 8.129e-04, eta: 1:25:43, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6641, top5_acc: 0.8418, loss_cls: 1.4431, loss: 1.4431, grad_norm: 3.9568 2020-10-08 09:42:09,133 - mmaction - INFO - Epoch [251][940/999] lr: 8.129e-04, eta: 1:25:23, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6663, top5_acc: 0.8453, loss_cls: 1.4344, loss: 1.4344, grad_norm: 3.9675 2020-10-08 09:42:29,194 - mmaction - INFO - Epoch [251][960/999] lr: 8.129e-04, eta: 1:25:02, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.6617, top5_acc: 0.8424, loss_cls: 1.4402, loss: 1.4402, grad_norm: 3.9114 2020-10-08 09:42:49,265 - mmaction - INFO - Epoch [251][980/999] lr: 8.129e-04, eta: 1:24:42, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6492, top5_acc: 0.8404, loss_cls: 1.4849, loss: 1.4849, grad_norm: 4.0093 2020-10-08 09:43:58,085 - mmaction - INFO - Epoch [252][20/999] lr: 5.646e-04, eta: 1:24:03, time: 2.480, data_time: 1.340, memory: 8478, top1_acc: 0.6643, top5_acc: 0.8509, loss_cls: 1.4310, loss: 1.4310, grad_norm: 3.9872 2020-10-08 09:44:17,858 - mmaction - INFO - Epoch [252][40/999] lr: 5.646e-04, eta: 1:23:43, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.6689, top5_acc: 0.8484, loss_cls: 1.4079, loss: 1.4079, grad_norm: 3.8775 2020-10-08 09:44:37,767 - mmaction - INFO - Epoch [252][60/999] lr: 5.646e-04, eta: 1:23:23, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6581, top5_acc: 0.8443, loss_cls: 1.4378, loss: 1.4378, grad_norm: 3.9631 2020-10-08 09:44:57,803 - mmaction - INFO - Epoch [252][80/999] lr: 5.646e-04, eta: 1:23:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6641, top5_acc: 0.8419, loss_cls: 1.4189, loss: 1.4189, grad_norm: 3.9066 2020-10-08 09:45:17,864 - mmaction - INFO - Epoch [252][100/999] lr: 5.646e-04, eta: 1:22:42, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.6685, top5_acc: 0.8501, loss_cls: 1.4241, loss: 1.4241, grad_norm: 3.9537 2020-10-08 09:45:37,960 - mmaction - INFO - Epoch [252][120/999] lr: 5.646e-04, eta: 1:22:22, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6586, top5_acc: 0.8448, loss_cls: 1.4421, loss: 1.4421, grad_norm: 4.0225 2020-10-08 09:45:58,043 - mmaction - INFO - Epoch [252][140/999] lr: 5.646e-04, eta: 1:22:02, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6678, top5_acc: 0.8443, loss_cls: 1.4189, loss: 1.4189, grad_norm: 3.9426 2020-10-08 09:46:18,175 - mmaction - INFO - Epoch [252][160/999] lr: 5.646e-04, eta: 1:21:41, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6604, top5_acc: 0.8505, loss_cls: 1.4341, loss: 1.4341, grad_norm: 3.9908 2020-10-08 09:46:38,178 - mmaction - INFO - Epoch [252][180/999] lr: 5.646e-04, eta: 1:21:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6641, top5_acc: 0.8478, loss_cls: 1.4265, loss: 1.4265, grad_norm: 3.9181 2020-10-08 09:46:58,328 - mmaction - INFO - Epoch [252][200/999] lr: 5.646e-04, eta: 1:21:01, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6664, top5_acc: 0.8478, loss_cls: 1.4170, loss: 1.4170, grad_norm: 3.9260 2020-10-08 09:47:18,400 - mmaction - INFO - Epoch [252][220/999] lr: 5.646e-04, eta: 1:20:40, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8448, loss_cls: 1.4450, loss: 1.4450, grad_norm: 3.9452 2020-10-08 09:47:38,469 - mmaction - INFO - Epoch [252][240/999] lr: 5.646e-04, eta: 1:20:20, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6604, top5_acc: 0.8471, loss_cls: 1.4050, loss: 1.4050, grad_norm: 3.9299 2020-10-08 09:47:58,533 - mmaction - INFO - Epoch [252][260/999] lr: 5.646e-04, eta: 1:20:00, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6609, top5_acc: 0.8490, loss_cls: 1.4198, loss: 1.4198, grad_norm: 3.9574 2020-10-08 09:48:18,623 - mmaction - INFO - Epoch [252][280/999] lr: 5.646e-04, eta: 1:19:39, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8512, loss_cls: 1.4176, loss: 1.4176, grad_norm: 3.9230 2020-10-08 09:48:38,799 - mmaction - INFO - Epoch [252][300/999] lr: 5.646e-04, eta: 1:19:19, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.6599, top5_acc: 0.8415, loss_cls: 1.4440, loss: 1.4440, grad_norm: 3.9375 2020-10-08 09:48:58,777 - mmaction - INFO - Epoch [252][320/999] lr: 5.646e-04, eta: 1:18:59, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.6652, top5_acc: 0.8461, loss_cls: 1.4224, loss: 1.4224, grad_norm: 3.9189 2020-10-08 09:49:18,842 - mmaction - INFO - Epoch [252][340/999] lr: 5.646e-04, eta: 1:18:39, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6707, top5_acc: 0.8508, loss_cls: 1.4141, loss: 1.4141, grad_norm: 3.9501 2020-10-08 09:49:38,943 - mmaction - INFO - Epoch [252][360/999] lr: 5.646e-04, eta: 1:18:18, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6738, top5_acc: 0.8538, loss_cls: 1.3726, loss: 1.3726, grad_norm: 3.9414 2020-10-08 09:49:59,060 - mmaction - INFO - Epoch [252][380/999] lr: 5.646e-04, eta: 1:17:58, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.6703, top5_acc: 0.8457, loss_cls: 1.4237, loss: 1.4237, grad_norm: 3.9480 2020-10-08 09:50:19,216 - mmaction - INFO - Epoch [252][400/999] lr: 5.646e-04, eta: 1:17:38, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.6650, top5_acc: 0.8441, loss_cls: 1.4249, loss: 1.4249, grad_norm: 3.9114 2020-10-08 09:50:39,396 - mmaction - INFO - Epoch [252][420/999] lr: 5.646e-04, eta: 1:17:17, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.6628, top5_acc: 0.8419, loss_cls: 1.4442, loss: 1.4442, grad_norm: 3.9696 2020-10-08 09:50:59,530 - mmaction - INFO - Epoch [252][440/999] lr: 5.646e-04, eta: 1:16:57, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8503, loss_cls: 1.4175, loss: 1.4175, grad_norm: 3.9492 2020-10-08 09:51:19,465 - mmaction - INFO - Epoch [252][460/999] lr: 5.646e-04, eta: 1:16:37, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6737, top5_acc: 0.8467, loss_cls: 1.4158, loss: 1.4158, grad_norm: 3.9321 2020-10-08 09:51:39,605 - mmaction - INFO - Epoch [252][480/999] lr: 5.646e-04, eta: 1:16:17, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.6678, top5_acc: 0.8432, loss_cls: 1.4300, loss: 1.4300, grad_norm: 3.9335 2020-10-08 09:51:59,591 - mmaction - INFO - Epoch [252][500/999] lr: 5.646e-04, eta: 1:15:56, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6716, top5_acc: 0.8453, loss_cls: 1.4054, loss: 1.4054, grad_norm: 3.9147 2020-10-08 09:52:19,737 - mmaction - INFO - Epoch [252][520/999] lr: 5.646e-04, eta: 1:15:36, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6660, top5_acc: 0.8520, loss_cls: 1.4082, loss: 1.4082, grad_norm: 3.9443 2020-10-08 09:52:39,771 - mmaction - INFO - Epoch [252][540/999] lr: 5.646e-04, eta: 1:15:16, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6736, top5_acc: 0.8460, loss_cls: 1.4145, loss: 1.4145, grad_norm: 3.9421 2020-10-08 09:52:59,822 - mmaction - INFO - Epoch [252][560/999] lr: 5.646e-04, eta: 1:14:55, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6720, top5_acc: 0.8469, loss_cls: 1.4163, loss: 1.4163, grad_norm: 3.9183 2020-10-08 09:53:19,909 - mmaction - INFO - Epoch [252][580/999] lr: 5.646e-04, eta: 1:14:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6701, top5_acc: 0.8415, loss_cls: 1.4370, loss: 1.4370, grad_norm: 3.9290 2020-10-08 09:53:39,790 - mmaction - INFO - Epoch [252][600/999] lr: 5.646e-04, eta: 1:14:15, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.6754, top5_acc: 0.8618, loss_cls: 1.3656, loss: 1.3656, grad_norm: 3.9099 2020-10-08 09:53:59,933 - mmaction - INFO - Epoch [252][620/999] lr: 5.646e-04, eta: 1:13:55, time: 1.008, data_time: 0.004, memory: 8478, top1_acc: 0.6612, top5_acc: 0.8490, loss_cls: 1.4281, loss: 1.4281, grad_norm: 3.9819 2020-10-08 09:54:19,869 - mmaction - INFO - Epoch [252][640/999] lr: 5.646e-04, eta: 1:13:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6664, top5_acc: 0.8470, loss_cls: 1.4249, loss: 1.4249, grad_norm: 3.9634 2020-10-08 09:54:39,734 - mmaction - INFO - Epoch [252][660/999] lr: 5.646e-04, eta: 1:13:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.6694, top5_acc: 0.8507, loss_cls: 1.4164, loss: 1.4164, grad_norm: 3.9388 2020-10-08 09:54:59,836 - mmaction - INFO - Epoch [252][680/999] lr: 5.646e-04, eta: 1:12:54, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6596, top5_acc: 0.8452, loss_cls: 1.4296, loss: 1.4296, grad_norm: 3.9677 2020-10-08 09:55:19,945 - mmaction - INFO - Epoch [252][700/999] lr: 5.646e-04, eta: 1:12:33, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8508, loss_cls: 1.4062, loss: 1.4062, grad_norm: 3.9577 2020-10-08 09:55:39,967 - mmaction - INFO - Epoch [252][720/999] lr: 5.646e-04, eta: 1:12:13, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6779, top5_acc: 0.8562, loss_cls: 1.3872, loss: 1.3872, grad_norm: 3.9736 2020-10-08 09:55:59,996 - mmaction - INFO - Epoch [252][740/999] lr: 5.646e-04, eta: 1:11:53, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6609, top5_acc: 0.8383, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.9671 2020-10-08 09:56:19,993 - mmaction - INFO - Epoch [252][760/999] lr: 5.646e-04, eta: 1:11:33, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4386, loss: 1.4386, grad_norm: 4.0087 2020-10-08 09:56:40,009 - mmaction - INFO - Epoch [252][780/999] lr: 5.646e-04, eta: 1:11:12, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6607, top5_acc: 0.8467, loss_cls: 1.4423, loss: 1.4423, grad_norm: 3.9863 2020-10-08 09:57:00,026 - mmaction - INFO - Epoch [252][800/999] lr: 5.646e-04, eta: 1:10:52, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6612, top5_acc: 0.8438, loss_cls: 1.4250, loss: 1.4250, grad_norm: 3.9780 2020-10-08 09:57:20,082 - mmaction - INFO - Epoch [252][820/999] lr: 5.646e-04, eta: 1:10:32, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8483, loss_cls: 1.4344, loss: 1.4344, grad_norm: 3.9914 2020-10-08 09:57:40,098 - mmaction - INFO - Epoch [252][840/999] lr: 5.646e-04, eta: 1:10:11, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6652, top5_acc: 0.8449, loss_cls: 1.4366, loss: 1.4366, grad_norm: 3.9259 2020-10-08 09:58:00,126 - mmaction - INFO - Epoch [252][860/999] lr: 5.646e-04, eta: 1:09:51, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6651, top5_acc: 0.8457, loss_cls: 1.4330, loss: 1.4330, grad_norm: 3.9552 2020-10-08 09:58:20,118 - mmaction - INFO - Epoch [252][880/999] lr: 5.646e-04, eta: 1:09:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6674, top5_acc: 0.8444, loss_cls: 1.4394, loss: 1.4394, grad_norm: 3.9481 2020-10-08 09:58:40,120 - mmaction - INFO - Epoch [252][900/999] lr: 5.646e-04, eta: 1:09:11, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6656, top5_acc: 0.8491, loss_cls: 1.4180, loss: 1.4180, grad_norm: 3.8953 2020-10-08 09:59:00,136 - mmaction - INFO - Epoch [252][920/999] lr: 5.646e-04, eta: 1:08:50, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8448, loss_cls: 1.4326, loss: 1.4326, grad_norm: 3.9439 2020-10-08 09:59:20,270 - mmaction - INFO - Epoch [252][940/999] lr: 5.646e-04, eta: 1:08:30, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6608, top5_acc: 0.8445, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.9630 2020-10-08 09:59:40,239 - mmaction - INFO - Epoch [252][960/999] lr: 5.646e-04, eta: 1:08:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6621, top5_acc: 0.8452, loss_cls: 1.4378, loss: 1.4378, grad_norm: 3.9560 2020-10-08 10:00:00,253 - mmaction - INFO - Epoch [252][980/999] lr: 5.646e-04, eta: 1:07:49, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6690, top5_acc: 0.8423, loss_cls: 1.4262, loss: 1.4262, grad_norm: 3.9687 2020-10-08 10:01:15,661 - mmaction - INFO - Epoch [253][20/999] lr: 3.614e-04, eta: 1:07:11, time: 2.631, data_time: 1.541, memory: 8478, top1_acc: 0.6681, top5_acc: 0.8456, loss_cls: 1.4211, loss: 1.4211, grad_norm: 3.9082 2020-10-08 10:01:35,314 - mmaction - INFO - Epoch [253][40/999] lr: 3.614e-04, eta: 1:06:50, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.6698, top5_acc: 0.8462, loss_cls: 1.4045, loss: 1.4045, grad_norm: 3.9486 2020-10-08 10:01:55,136 - mmaction - INFO - Epoch [253][60/999] lr: 3.614e-04, eta: 1:06:30, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.6776, top5_acc: 0.8505, loss_cls: 1.3771, loss: 1.3771, grad_norm: 3.8960 2020-10-08 10:02:15,185 - mmaction - INFO - Epoch [253][80/999] lr: 3.614e-04, eta: 1:06:10, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6760, top5_acc: 0.8525, loss_cls: 1.3818, loss: 1.3818, grad_norm: 3.8712 2020-10-08 10:02:35,151 - mmaction - INFO - Epoch [253][100/999] lr: 3.614e-04, eta: 1:05:49, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6613, top5_acc: 0.8392, loss_cls: 1.4717, loss: 1.4717, grad_norm: 4.0434 2020-10-08 10:02:55,254 - mmaction - INFO - Epoch [253][120/999] lr: 3.614e-04, eta: 1:05:29, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6645, top5_acc: 0.8457, loss_cls: 1.4363, loss: 1.4363, grad_norm: 3.9472 2020-10-08 10:03:15,371 - mmaction - INFO - Epoch [253][140/999] lr: 3.614e-04, eta: 1:05:09, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.6618, top5_acc: 0.8462, loss_cls: 1.4414, loss: 1.4414, grad_norm: 4.0081 2020-10-08 10:03:35,344 - mmaction - INFO - Epoch [253][160/999] lr: 3.614e-04, eta: 1:04:49, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6654, top5_acc: 0.8496, loss_cls: 1.4133, loss: 1.4133, grad_norm: 3.9252 2020-10-08 10:03:55,322 - mmaction - INFO - Epoch [253][180/999] lr: 3.614e-04, eta: 1:04:28, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6716, top5_acc: 0.8497, loss_cls: 1.4092, loss: 1.4092, grad_norm: 3.9800 2020-10-08 10:04:15,311 - mmaction - INFO - Epoch [253][200/999] lr: 3.614e-04, eta: 1:04:08, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6604, top5_acc: 0.8458, loss_cls: 1.4203, loss: 1.4203, grad_norm: 3.9372 2020-10-08 10:04:35,234 - mmaction - INFO - Epoch [253][220/999] lr: 3.614e-04, eta: 1:03:48, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6742, top5_acc: 0.8529, loss_cls: 1.3815, loss: 1.3815, grad_norm: 3.9602 2020-10-08 10:04:55,083 - mmaction - INFO - Epoch [253][240/999] lr: 3.614e-04, eta: 1:03:27, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.6793, top5_acc: 0.8517, loss_cls: 1.3746, loss: 1.3746, grad_norm: 3.8938 2020-10-08 10:05:15,132 - mmaction - INFO - Epoch [253][260/999] lr: 3.614e-04, eta: 1:03:07, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6667, top5_acc: 0.8487, loss_cls: 1.4229, loss: 1.4229, grad_norm: 3.9412 2020-10-08 10:05:35,145 - mmaction - INFO - Epoch [253][280/999] lr: 3.614e-04, eta: 1:02:47, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6794, top5_acc: 0.8530, loss_cls: 1.3771, loss: 1.3771, grad_norm: 3.8890 2020-10-08 10:05:55,136 - mmaction - INFO - Epoch [253][300/999] lr: 3.614e-04, eta: 1:02:26, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8464, loss_cls: 1.4367, loss: 1.4367, grad_norm: 3.9698 2020-10-08 10:06:15,073 - mmaction - INFO - Epoch [253][320/999] lr: 3.614e-04, eta: 1:02:06, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6750, top5_acc: 0.8495, loss_cls: 1.3940, loss: 1.3940, grad_norm: 3.9010 2020-10-08 10:06:35,029 - mmaction - INFO - Epoch [253][340/999] lr: 3.614e-04, eta: 1:01:46, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.6667, top5_acc: 0.8501, loss_cls: 1.4115, loss: 1.4115, grad_norm: 3.9347 2020-10-08 10:06:54,998 - mmaction - INFO - Epoch [253][360/999] lr: 3.614e-04, eta: 1:01:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6578, top5_acc: 0.8458, loss_cls: 1.4315, loss: 1.4315, grad_norm: 3.9841 2020-10-08 10:07:14,935 - mmaction - INFO - Epoch [253][380/999] lr: 3.614e-04, eta: 1:01:05, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6642, top5_acc: 0.8447, loss_cls: 1.4220, loss: 1.4220, grad_norm: 3.9873 2020-10-08 10:07:34,863 - mmaction - INFO - Epoch [253][400/999] lr: 3.614e-04, eta: 1:00:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6687, top5_acc: 0.8533, loss_cls: 1.3959, loss: 1.3959, grad_norm: 3.9175 2020-10-08 10:07:54,897 - mmaction - INFO - Epoch [253][420/999] lr: 3.614e-04, eta: 1:00:25, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6751, top5_acc: 0.8540, loss_cls: 1.3687, loss: 1.3687, grad_norm: 3.9266 2020-10-08 10:08:14,866 - mmaction - INFO - Epoch [253][440/999] lr: 3.614e-04, eta: 1:00:04, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6645, top5_acc: 0.8473, loss_cls: 1.4259, loss: 1.4259, grad_norm: 3.9532 2020-10-08 10:08:34,817 - mmaction - INFO - Epoch [253][460/999] lr: 3.614e-04, eta: 0:59:44, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6583, top5_acc: 0.8439, loss_cls: 1.4326, loss: 1.4326, grad_norm: 4.0318 2020-10-08 10:08:54,804 - mmaction - INFO - Epoch [253][480/999] lr: 3.614e-04, eta: 0:59:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6630, top5_acc: 0.8448, loss_cls: 1.4291, loss: 1.4291, grad_norm: 3.9622 2020-10-08 10:09:14,759 - mmaction - INFO - Epoch [253][500/999] lr: 3.614e-04, eta: 0:59:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6562, top5_acc: 0.8436, loss_cls: 1.4490, loss: 1.4490, grad_norm: 4.0057 2020-10-08 10:09:34,720 - mmaction - INFO - Epoch [253][520/999] lr: 3.614e-04, eta: 0:58:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6598, top5_acc: 0.8424, loss_cls: 1.4600, loss: 1.4600, grad_norm: 4.0049 2020-10-08 10:09:54,738 - mmaction - INFO - Epoch [253][540/999] lr: 3.614e-04, eta: 0:58:23, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6659, top5_acc: 0.8508, loss_cls: 1.4061, loss: 1.4061, grad_norm: 4.0182 2020-10-08 10:10:14,721 - mmaction - INFO - Epoch [253][560/999] lr: 3.614e-04, eta: 0:58:03, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6628, top5_acc: 0.8431, loss_cls: 1.4380, loss: 1.4380, grad_norm: 3.9809 2020-10-08 10:10:34,805 - mmaction - INFO - Epoch [253][580/999] lr: 3.614e-04, eta: 0:57:42, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6655, top5_acc: 0.8475, loss_cls: 1.4103, loss: 1.4103, grad_norm: 3.9662 2020-10-08 10:10:54,732 - mmaction - INFO - Epoch [253][600/999] lr: 3.614e-04, eta: 0:57:22, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6635, top5_acc: 0.8400, loss_cls: 1.4545, loss: 1.4545, grad_norm: 3.9678 2020-10-08 10:11:14,764 - mmaction - INFO - Epoch [253][620/999] lr: 3.614e-04, eta: 0:57:02, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8443, loss_cls: 1.4386, loss: 1.4386, grad_norm: 4.0010 2020-10-08 10:11:34,787 - mmaction - INFO - Epoch [253][640/999] lr: 3.614e-04, eta: 0:56:42, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6707, top5_acc: 0.8467, loss_cls: 1.4158, loss: 1.4158, grad_norm: 3.9637 2020-10-08 10:11:54,672 - mmaction - INFO - Epoch [253][660/999] lr: 3.614e-04, eta: 0:56:21, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.6587, top5_acc: 0.8434, loss_cls: 1.4597, loss: 1.4597, grad_norm: 4.0308 2020-10-08 10:12:14,690 - mmaction - INFO - Epoch [253][680/999] lr: 3.614e-04, eta: 0:56:01, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6665, top5_acc: 0.8436, loss_cls: 1.4298, loss: 1.4298, grad_norm: 3.9680 2020-10-08 10:12:34,594 - mmaction - INFO - Epoch [253][700/999] lr: 3.614e-04, eta: 0:55:41, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6760, top5_acc: 0.8508, loss_cls: 1.3906, loss: 1.3906, grad_norm: 3.8963 2020-10-08 10:12:54,594 - mmaction - INFO - Epoch [253][720/999] lr: 3.614e-04, eta: 0:55:20, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6723, top5_acc: 0.8561, loss_cls: 1.3809, loss: 1.3809, grad_norm: 3.9336 2020-10-08 10:13:14,569 - mmaction - INFO - Epoch [253][740/999] lr: 3.614e-04, eta: 0:55:00, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6642, top5_acc: 0.8458, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.0044 2020-10-08 10:13:34,515 - mmaction - INFO - Epoch [253][760/999] lr: 3.614e-04, eta: 0:54:40, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6678, top5_acc: 0.8504, loss_cls: 1.4067, loss: 1.4067, grad_norm: 3.9429 2020-10-08 10:13:54,603 - mmaction - INFO - Epoch [253][780/999] lr: 3.614e-04, eta: 0:54:20, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6721, top5_acc: 0.8491, loss_cls: 1.4112, loss: 1.4112, grad_norm: 3.9369 2020-10-08 10:14:14,492 - mmaction - INFO - Epoch [253][800/999] lr: 3.614e-04, eta: 0:53:59, time: 0.995, data_time: 0.004, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8497, loss_cls: 1.4204, loss: 1.4204, grad_norm: 3.9952 2020-10-08 10:14:34,417 - mmaction - INFO - Epoch [253][820/999] lr: 3.614e-04, eta: 0:53:39, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6728, top5_acc: 0.8473, loss_cls: 1.4015, loss: 1.4015, grad_norm: 3.9409 2020-10-08 10:14:54,481 - mmaction - INFO - Epoch [253][840/999] lr: 3.614e-04, eta: 0:53:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6701, top5_acc: 0.8514, loss_cls: 1.3958, loss: 1.3958, grad_norm: 3.9342 2020-10-08 10:15:14,481 - mmaction - INFO - Epoch [253][860/999] lr: 3.614e-04, eta: 0:52:58, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6658, top5_acc: 0.8453, loss_cls: 1.4176, loss: 1.4176, grad_norm: 3.9569 2020-10-08 10:15:34,506 - mmaction - INFO - Epoch [253][880/999] lr: 3.614e-04, eta: 0:52:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6663, top5_acc: 0.8483, loss_cls: 1.4231, loss: 1.4231, grad_norm: 3.9518 2020-10-08 10:15:54,469 - mmaction - INFO - Epoch [253][900/999] lr: 3.614e-04, eta: 0:52:18, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.6701, top5_acc: 0.8426, loss_cls: 1.4257, loss: 1.4257, grad_norm: 4.0049 2020-10-08 10:16:14,439 - mmaction - INFO - Epoch [253][920/999] lr: 3.614e-04, eta: 0:51:58, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6674, top5_acc: 0.8471, loss_cls: 1.4135, loss: 1.4135, grad_norm: 3.9406 2020-10-08 10:16:34,362 - mmaction - INFO - Epoch [253][940/999] lr: 3.614e-04, eta: 0:51:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6715, top5_acc: 0.8499, loss_cls: 1.4090, loss: 1.4090, grad_norm: 3.8909 2020-10-08 10:16:54,418 - mmaction - INFO - Epoch [253][960/999] lr: 3.614e-04, eta: 0:51:17, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6681, top5_acc: 0.8505, loss_cls: 1.4059, loss: 1.4059, grad_norm: 3.9814 2020-10-08 10:17:14,427 - mmaction - INFO - Epoch [253][980/999] lr: 3.614e-04, eta: 0:50:57, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6701, top5_acc: 0.8544, loss_cls: 1.3941, loss: 1.3941, grad_norm: 3.9710 2020-10-08 10:18:23,559 - mmaction - INFO - Epoch [254][20/999] lr: 2.033e-04, eta: 0:50:18, time: 2.499, data_time: 1.441, memory: 8478, top1_acc: 0.6568, top5_acc: 0.8490, loss_cls: 1.4400, loss: 1.4400, grad_norm: 3.9734 2020-10-08 10:18:43,201 - mmaction - INFO - Epoch [254][40/999] lr: 2.033e-04, eta: 0:49:57, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.6686, top5_acc: 0.8474, loss_cls: 1.4108, loss: 1.4108, grad_norm: 3.9823 2020-10-08 10:19:03,128 - mmaction - INFO - Epoch [254][60/999] lr: 2.033e-04, eta: 0:49:37, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6648, top5_acc: 0.8478, loss_cls: 1.4305, loss: 1.4305, grad_norm: 3.9804 2020-10-08 10:19:23,154 - mmaction - INFO - Epoch [254][80/999] lr: 2.033e-04, eta: 0:49:17, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.6688, top5_acc: 0.8510, loss_cls: 1.4076, loss: 1.4076, grad_norm: 3.9327 2020-10-08 10:19:43,188 - mmaction - INFO - Epoch [254][100/999] lr: 2.033e-04, eta: 0:48:56, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6665, top5_acc: 0.8497, loss_cls: 1.4076, loss: 1.4076, grad_norm: 4.0146 2020-10-08 10:20:03,183 - mmaction - INFO - Epoch [254][120/999] lr: 2.033e-04, eta: 0:48:36, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6768, top5_acc: 0.8533, loss_cls: 1.3904, loss: 1.3904, grad_norm: 3.9488 2020-10-08 10:20:23,217 - mmaction - INFO - Epoch [254][140/999] lr: 2.033e-04, eta: 0:48:16, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6738, top5_acc: 0.8466, loss_cls: 1.3914, loss: 1.3914, grad_norm: 3.9573 2020-10-08 10:20:43,255 - mmaction - INFO - Epoch [254][160/999] lr: 2.033e-04, eta: 0:47:56, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6678, top5_acc: 0.8449, loss_cls: 1.4202, loss: 1.4202, grad_norm: 3.9611 2020-10-08 10:21:03,278 - mmaction - INFO - Epoch [254][180/999] lr: 2.033e-04, eta: 0:47:35, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6699, top5_acc: 0.8431, loss_cls: 1.4185, loss: 1.4185, grad_norm: 3.9582 2020-10-08 10:21:23,320 - mmaction - INFO - Epoch [254][200/999] lr: 2.033e-04, eta: 0:47:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6638, top5_acc: 0.8440, loss_cls: 1.4633, loss: 1.4633, grad_norm: 4.0062 2020-10-08 10:21:43,413 - mmaction - INFO - Epoch [254][220/999] lr: 2.033e-04, eta: 0:46:55, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6622, top5_acc: 0.8461, loss_cls: 1.4453, loss: 1.4453, grad_norm: 4.0437 2020-10-08 10:22:03,526 - mmaction - INFO - Epoch [254][240/999] lr: 2.033e-04, eta: 0:46:34, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8436, loss_cls: 1.4291, loss: 1.4291, grad_norm: 4.0021 2020-10-08 10:22:23,448 - mmaction - INFO - Epoch [254][260/999] lr: 2.033e-04, eta: 0:46:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.6600, top5_acc: 0.8456, loss_cls: 1.4399, loss: 1.4399, grad_norm: 4.0261 2020-10-08 10:22:43,407 - mmaction - INFO - Epoch [254][280/999] lr: 2.033e-04, eta: 0:45:54, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6583, top5_acc: 0.8423, loss_cls: 1.4429, loss: 1.4429, grad_norm: 4.0711 2020-10-08 10:23:03,515 - mmaction - INFO - Epoch [254][300/999] lr: 2.033e-04, eta: 0:45:34, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.6711, top5_acc: 0.8470, loss_cls: 1.4167, loss: 1.4167, grad_norm: 3.9738 2020-10-08 10:23:23,529 - mmaction - INFO - Epoch [254][320/999] lr: 2.033e-04, eta: 0:45:13, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8404, loss_cls: 1.4289, loss: 1.4289, grad_norm: 4.0122 2020-10-08 10:23:43,472 - mmaction - INFO - Epoch [254][340/999] lr: 2.033e-04, eta: 0:44:53, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6633, top5_acc: 0.8432, loss_cls: 1.4363, loss: 1.4363, grad_norm: 3.9576 2020-10-08 10:24:03,567 - mmaction - INFO - Epoch [254][360/999] lr: 2.033e-04, eta: 0:44:33, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.6672, top5_acc: 0.8465, loss_cls: 1.4104, loss: 1.4104, grad_norm: 3.8958 2020-10-08 10:24:23,573 - mmaction - INFO - Epoch [254][380/999] lr: 2.033e-04, eta: 0:44:12, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6546, top5_acc: 0.8422, loss_cls: 1.4592, loss: 1.4592, grad_norm: 4.0646 2020-10-08 10:24:43,604 - mmaction - INFO - Epoch [254][400/999] lr: 2.033e-04, eta: 0:43:52, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6650, top5_acc: 0.8464, loss_cls: 1.4313, loss: 1.4313, grad_norm: 4.0049 2020-10-08 10:25:03,643 - mmaction - INFO - Epoch [254][420/999] lr: 2.033e-04, eta: 0:43:32, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6776, top5_acc: 0.8499, loss_cls: 1.3956, loss: 1.3956, grad_norm: 3.9272 2020-10-08 10:25:23,577 - mmaction - INFO - Epoch [254][440/999] lr: 2.033e-04, eta: 0:43:12, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6682, top5_acc: 0.8440, loss_cls: 1.4224, loss: 1.4224, grad_norm: 3.9235 2020-10-08 10:25:43,697 - mmaction - INFO - Epoch [254][460/999] lr: 2.033e-04, eta: 0:42:51, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.6723, top5_acc: 0.8449, loss_cls: 1.4116, loss: 1.4116, grad_norm: 3.9228 2020-10-08 10:26:03,697 - mmaction - INFO - Epoch [254][480/999] lr: 2.033e-04, eta: 0:42:31, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6641, top5_acc: 0.8452, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.0413 2020-10-08 10:26:23,773 - mmaction - INFO - Epoch [254][500/999] lr: 2.033e-04, eta: 0:42:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6694, top5_acc: 0.8466, loss_cls: 1.4163, loss: 1.4163, grad_norm: 3.9787 2020-10-08 10:26:43,734 - mmaction - INFO - Epoch [254][520/999] lr: 2.033e-04, eta: 0:41:50, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6685, top5_acc: 0.8536, loss_cls: 1.3886, loss: 1.3886, grad_norm: 3.9619 2020-10-08 10:27:03,689 - mmaction - INFO - Epoch [254][540/999] lr: 2.033e-04, eta: 0:41:30, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6738, top5_acc: 0.8523, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.9779 2020-10-08 10:27:23,678 - mmaction - INFO - Epoch [254][560/999] lr: 2.033e-04, eta: 0:41:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6685, top5_acc: 0.8493, loss_cls: 1.4209, loss: 1.4209, grad_norm: 3.9693 2020-10-08 10:27:43,778 - mmaction - INFO - Epoch [254][580/999] lr: 2.033e-04, eta: 0:40:50, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6643, top5_acc: 0.8428, loss_cls: 1.4380, loss: 1.4380, grad_norm: 3.9600 2020-10-08 10:28:03,811 - mmaction - INFO - Epoch [254][600/999] lr: 2.033e-04, eta: 0:40:29, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8422, loss_cls: 1.4496, loss: 1.4496, grad_norm: 4.0322 2020-10-08 10:28:24,046 - mmaction - INFO - Epoch [254][620/999] lr: 2.033e-04, eta: 0:40:09, time: 1.012, data_time: 0.003, memory: 8478, top1_acc: 0.6615, top5_acc: 0.8507, loss_cls: 1.4251, loss: 1.4251, grad_norm: 3.9958 2020-10-08 10:28:44,032 - mmaction - INFO - Epoch [254][640/999] lr: 2.033e-04, eta: 0:39:49, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6660, top5_acc: 0.8504, loss_cls: 1.3954, loss: 1.3954, grad_norm: 3.8577 2020-10-08 10:29:03,969 - mmaction - INFO - Epoch [254][660/999] lr: 2.033e-04, eta: 0:39:28, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6724, top5_acc: 0.8557, loss_cls: 1.3830, loss: 1.3830, grad_norm: 4.0075 2020-10-08 10:29:24,016 - mmaction - INFO - Epoch [254][680/999] lr: 2.033e-04, eta: 0:39:08, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6776, top5_acc: 0.8559, loss_cls: 1.3698, loss: 1.3698, grad_norm: 3.9314 2020-10-08 10:29:44,002 - mmaction - INFO - Epoch [254][700/999] lr: 2.033e-04, eta: 0:38:48, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8547, loss_cls: 1.4025, loss: 1.4025, grad_norm: 3.9741 2020-10-08 10:30:04,030 - mmaction - INFO - Epoch [254][720/999] lr: 2.033e-04, eta: 0:38:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6763, top5_acc: 0.8503, loss_cls: 1.3980, loss: 1.3980, grad_norm: 3.9154 2020-10-08 10:30:25,097 - mmaction - INFO - Epoch [254][740/999] lr: 2.033e-04, eta: 0:38:07, time: 1.053, data_time: 0.003, memory: 8478, top1_acc: 0.6676, top5_acc: 0.8523, loss_cls: 1.4005, loss: 1.4005, grad_norm: 3.9989 2020-10-08 10:30:45,041 - mmaction - INFO - Epoch [254][760/999] lr: 2.033e-04, eta: 0:37:47, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6742, top5_acc: 0.8514, loss_cls: 1.3932, loss: 1.3932, grad_norm: 3.9604 2020-10-08 10:31:05,081 - mmaction - INFO - Epoch [254][780/999] lr: 2.033e-04, eta: 0:37:27, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6730, top5_acc: 0.8482, loss_cls: 1.3973, loss: 1.3973, grad_norm: 3.9257 2020-10-08 10:31:25,044 - mmaction - INFO - Epoch [254][800/999] lr: 2.033e-04, eta: 0:37:07, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6677, top5_acc: 0.8473, loss_cls: 1.4117, loss: 1.4117, grad_norm: 3.9473 2020-10-08 10:31:45,149 - mmaction - INFO - Epoch [254][820/999] lr: 2.033e-04, eta: 0:36:46, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6742, top5_acc: 0.8451, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.9128 2020-10-08 10:32:05,248 - mmaction - INFO - Epoch [254][840/999] lr: 2.033e-04, eta: 0:36:26, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6672, top5_acc: 0.8486, loss_cls: 1.4403, loss: 1.4403, grad_norm: 3.9904 2020-10-08 10:32:25,326 - mmaction - INFO - Epoch [254][860/999] lr: 2.033e-04, eta: 0:36:06, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6674, top5_acc: 0.8469, loss_cls: 1.4250, loss: 1.4250, grad_norm: 3.9851 2020-10-08 10:32:45,273 - mmaction - INFO - Epoch [254][880/999] lr: 2.033e-04, eta: 0:35:45, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6697, top5_acc: 0.8478, loss_cls: 1.4125, loss: 1.4125, grad_norm: 3.9937 2020-10-08 10:33:05,367 - mmaction - INFO - Epoch [254][900/999] lr: 2.033e-04, eta: 0:35:25, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6590, top5_acc: 0.8445, loss_cls: 1.4297, loss: 1.4297, grad_norm: 3.9964 2020-10-08 10:33:25,357 - mmaction - INFO - Epoch [254][920/999] lr: 2.033e-04, eta: 0:35:05, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6708, top5_acc: 0.8518, loss_cls: 1.3810, loss: 1.3810, grad_norm: 3.9209 2020-10-08 10:33:45,448 - mmaction - INFO - Epoch [254][940/999] lr: 2.033e-04, eta: 0:34:45, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6632, top5_acc: 0.8436, loss_cls: 1.4368, loss: 1.4368, grad_norm: 3.9927 2020-10-08 10:34:05,447 - mmaction - INFO - Epoch [254][960/999] lr: 2.033e-04, eta: 0:34:24, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6745, top5_acc: 0.8552, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.9275 2020-10-08 10:34:25,479 - mmaction - INFO - Epoch [254][980/999] lr: 2.033e-04, eta: 0:34:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6690, top5_acc: 0.8492, loss_cls: 1.4114, loss: 1.4114, grad_norm: 3.9943 2020-10-08 10:35:35,138 - mmaction - INFO - Epoch [255][20/999] lr: 9.035e-05, eta: 0:33:25, time: 2.525, data_time: 1.369, memory: 8478, top1_acc: 0.6674, top5_acc: 0.8467, loss_cls: 1.4002, loss: 1.4002, grad_norm: 3.9419 2020-10-08 10:35:54,821 - mmaction - INFO - Epoch [255][40/999] lr: 9.035e-05, eta: 0:33:04, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.6654, top5_acc: 0.8449, loss_cls: 1.4194, loss: 1.4194, grad_norm: 3.9787 2020-10-08 10:36:14,712 - mmaction - INFO - Epoch [255][60/999] lr: 9.035e-05, eta: 0:32:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6758, top5_acc: 0.8487, loss_cls: 1.4024, loss: 1.4024, grad_norm: 3.9579 2020-10-08 10:36:34,754 - mmaction - INFO - Epoch [255][80/999] lr: 9.035e-05, eta: 0:32:24, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.6698, top5_acc: 0.8397, loss_cls: 1.4343, loss: 1.4343, grad_norm: 3.9723 2020-10-08 10:36:54,748 - mmaction - INFO - Epoch [255][100/999] lr: 9.035e-05, eta: 0:32:04, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8504, loss_cls: 1.4090, loss: 1.4090, grad_norm: 3.9766 2020-10-08 10:37:14,747 - mmaction - INFO - Epoch [255][120/999] lr: 9.035e-05, eta: 0:31:43, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6690, top5_acc: 0.8488, loss_cls: 1.4256, loss: 1.4256, grad_norm: 3.9990 2020-10-08 10:37:34,727 - mmaction - INFO - Epoch [255][140/999] lr: 9.035e-05, eta: 0:31:23, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6635, top5_acc: 0.8486, loss_cls: 1.4283, loss: 1.4283, grad_norm: 4.0180 2020-10-08 10:37:54,803 - mmaction - INFO - Epoch [255][160/999] lr: 9.035e-05, eta: 0:31:03, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6642, top5_acc: 0.8497, loss_cls: 1.4288, loss: 1.4288, grad_norm: 4.0002 2020-10-08 10:38:14,847 - mmaction - INFO - Epoch [255][180/999] lr: 9.035e-05, eta: 0:30:43, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6699, top5_acc: 0.8473, loss_cls: 1.4372, loss: 1.4372, grad_norm: 4.0250 2020-10-08 10:38:34,837 - mmaction - INFO - Epoch [255][200/999] lr: 9.035e-05, eta: 0:30:22, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6685, top5_acc: 0.8510, loss_cls: 1.4108, loss: 1.4108, grad_norm: 3.9685 2020-10-08 10:38:54,954 - mmaction - INFO - Epoch [255][220/999] lr: 9.035e-05, eta: 0:30:02, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.6858, top5_acc: 0.8561, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.9368 2020-10-08 10:39:14,941 - mmaction - INFO - Epoch [255][240/999] lr: 9.035e-05, eta: 0:29:42, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6711, top5_acc: 0.8456, loss_cls: 1.4278, loss: 1.4278, grad_norm: 3.9488 2020-10-08 10:39:34,938 - mmaction - INFO - Epoch [255][260/999] lr: 9.035e-05, eta: 0:29:21, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6708, top5_acc: 0.8486, loss_cls: 1.3970, loss: 1.3970, grad_norm: 3.9182 2020-10-08 10:39:55,017 - mmaction - INFO - Epoch [255][280/999] lr: 9.035e-05, eta: 0:29:01, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6715, top5_acc: 0.8490, loss_cls: 1.4167, loss: 1.4167, grad_norm: 4.0030 2020-10-08 10:40:15,082 - mmaction - INFO - Epoch [255][300/999] lr: 9.035e-05, eta: 0:28:41, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6701, top5_acc: 0.8522, loss_cls: 1.3899, loss: 1.3899, grad_norm: 3.9178 2020-10-08 10:40:35,077 - mmaction - INFO - Epoch [255][320/999] lr: 9.035e-05, eta: 0:28:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6701, top5_acc: 0.8477, loss_cls: 1.4201, loss: 1.4201, grad_norm: 3.9936 2020-10-08 10:40:55,100 - mmaction - INFO - Epoch [255][340/999] lr: 9.035e-05, eta: 0:28:00, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6618, top5_acc: 0.8482, loss_cls: 1.4230, loss: 1.4230, grad_norm: 4.0297 2020-10-08 10:41:15,146 - mmaction - INFO - Epoch [255][360/999] lr: 9.035e-05, eta: 0:27:40, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6642, top5_acc: 0.8448, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.9973 2020-10-08 10:41:35,222 - mmaction - INFO - Epoch [255][380/999] lr: 9.035e-05, eta: 0:27:20, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6673, top5_acc: 0.8460, loss_cls: 1.4353, loss: 1.4353, grad_norm: 3.9820 2020-10-08 10:41:55,318 - mmaction - INFO - Epoch [255][400/999] lr: 9.035e-05, eta: 0:26:59, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6805, top5_acc: 0.8504, loss_cls: 1.3838, loss: 1.3838, grad_norm: 3.9359 2020-10-08 10:42:15,384 - mmaction - INFO - Epoch [255][420/999] lr: 9.035e-05, eta: 0:26:39, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6699, top5_acc: 0.8512, loss_cls: 1.4005, loss: 1.4005, grad_norm: 3.9042 2020-10-08 10:42:35,383 - mmaction - INFO - Epoch [255][440/999] lr: 9.035e-05, eta: 0:26:19, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6711, top5_acc: 0.8520, loss_cls: 1.4017, loss: 1.4017, grad_norm: 3.9024 2020-10-08 10:42:55,398 - mmaction - INFO - Epoch [255][460/999] lr: 9.035e-05, eta: 0:25:59, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8512, loss_cls: 1.4115, loss: 1.4115, grad_norm: 3.9585 2020-10-08 10:43:15,425 - mmaction - INFO - Epoch [255][480/999] lr: 9.035e-05, eta: 0:25:38, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6664, top5_acc: 0.8503, loss_cls: 1.4118, loss: 1.4118, grad_norm: 3.9648 2020-10-08 10:43:35,393 - mmaction - INFO - Epoch [255][500/999] lr: 9.035e-05, eta: 0:25:18, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8458, loss_cls: 1.4347, loss: 1.4347, grad_norm: 4.0354 2020-10-08 10:43:55,366 - mmaction - INFO - Epoch [255][520/999] lr: 9.035e-05, eta: 0:24:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6717, top5_acc: 0.8475, loss_cls: 1.4037, loss: 1.4037, grad_norm: 3.9342 2020-10-08 10:44:15,284 - mmaction - INFO - Epoch [255][540/999] lr: 9.035e-05, eta: 0:24:37, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8451, loss_cls: 1.4342, loss: 1.4342, grad_norm: 3.9749 2020-10-08 10:44:35,229 - mmaction - INFO - Epoch [255][560/999] lr: 9.035e-05, eta: 0:24:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6745, top5_acc: 0.8523, loss_cls: 1.3811, loss: 1.3811, grad_norm: 3.8722 2020-10-08 10:44:55,238 - mmaction - INFO - Epoch [255][580/999] lr: 9.035e-05, eta: 0:23:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6684, top5_acc: 0.8423, loss_cls: 1.4267, loss: 1.4267, grad_norm: 3.9465 2020-10-08 10:45:15,214 - mmaction - INFO - Epoch [255][600/999] lr: 9.035e-05, eta: 0:23:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8490, loss_cls: 1.4105, loss: 1.4105, grad_norm: 4.0037 2020-10-08 10:45:35,252 - mmaction - INFO - Epoch [255][620/999] lr: 9.035e-05, eta: 0:23:16, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6749, top5_acc: 0.8555, loss_cls: 1.3709, loss: 1.3709, grad_norm: 3.9002 2020-10-08 10:45:55,331 - mmaction - INFO - Epoch [255][640/999] lr: 9.035e-05, eta: 0:22:56, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8444, loss_cls: 1.4411, loss: 1.4411, grad_norm: 3.9862 2020-10-08 10:46:15,339 - mmaction - INFO - Epoch [255][660/999] lr: 9.035e-05, eta: 0:22:36, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.6755, top5_acc: 0.8538, loss_cls: 1.3821, loss: 1.3821, grad_norm: 3.9472 2020-10-08 10:46:35,393 - mmaction - INFO - Epoch [255][680/999] lr: 9.035e-05, eta: 0:22:16, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6678, top5_acc: 0.8509, loss_cls: 1.4118, loss: 1.4118, grad_norm: 3.9976 2020-10-08 10:46:55,369 - mmaction - INFO - Epoch [255][700/999] lr: 9.035e-05, eta: 0:21:55, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6681, top5_acc: 0.8417, loss_cls: 1.4284, loss: 1.4284, grad_norm: 3.9817 2020-10-08 10:47:15,476 - mmaction - INFO - Epoch [255][720/999] lr: 9.035e-05, eta: 0:21:35, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.6702, top5_acc: 0.8460, loss_cls: 1.4268, loss: 1.4268, grad_norm: 3.9447 2020-10-08 10:47:35,564 - mmaction - INFO - Epoch [255][740/999] lr: 9.035e-05, eta: 0:21:15, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8508, loss_cls: 1.4080, loss: 1.4080, grad_norm: 3.9657 2020-10-08 10:47:55,551 - mmaction - INFO - Epoch [255][760/999] lr: 9.035e-05, eta: 0:20:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6712, top5_acc: 0.8520, loss_cls: 1.3882, loss: 1.3882, grad_norm: 3.9554 2020-10-08 10:48:15,569 - mmaction - INFO - Epoch [255][780/999] lr: 9.035e-05, eta: 0:20:34, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8423, loss_cls: 1.4325, loss: 1.4325, grad_norm: 3.9788 2020-10-08 10:48:35,567 - mmaction - INFO - Epoch [255][800/999] lr: 9.035e-05, eta: 0:20:14, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.6690, top5_acc: 0.8482, loss_cls: 1.4162, loss: 1.4162, grad_norm: 4.0107 2020-10-08 10:48:55,569 - mmaction - INFO - Epoch [255][820/999] lr: 9.035e-05, eta: 0:19:54, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.6603, top5_acc: 0.8466, loss_cls: 1.4323, loss: 1.4323, grad_norm: 4.0018 2020-10-08 10:49:15,599 - mmaction - INFO - Epoch [255][840/999] lr: 9.035e-05, eta: 0:19:33, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8432, loss_cls: 1.4474, loss: 1.4474, grad_norm: 4.0024 2020-10-08 10:49:35,594 - mmaction - INFO - Epoch [255][860/999] lr: 9.035e-05, eta: 0:19:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6689, top5_acc: 0.8529, loss_cls: 1.4039, loss: 1.4039, grad_norm: 3.9735 2020-10-08 10:49:55,485 - mmaction - INFO - Epoch [255][880/999] lr: 9.035e-05, eta: 0:18:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.6629, top5_acc: 0.8501, loss_cls: 1.4107, loss: 1.4107, grad_norm: 4.0184 2020-10-08 10:50:15,510 - mmaction - INFO - Epoch [255][900/999] lr: 9.035e-05, eta: 0:18:32, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6685, top5_acc: 0.8477, loss_cls: 1.4313, loss: 1.4313, grad_norm: 4.0023 2020-10-08 10:50:35,602 - mmaction - INFO - Epoch [255][920/999] lr: 9.035e-05, eta: 0:18:12, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.6591, top5_acc: 0.8415, loss_cls: 1.4525, loss: 1.4525, grad_norm: 4.0008 2020-10-08 10:50:55,548 - mmaction - INFO - Epoch [255][940/999] lr: 9.035e-05, eta: 0:17:52, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6704, top5_acc: 0.8493, loss_cls: 1.3983, loss: 1.3983, grad_norm: 3.9747 2020-10-08 10:51:15,557 - mmaction - INFO - Epoch [255][960/999] lr: 9.035e-05, eta: 0:17:32, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6698, top5_acc: 0.8457, loss_cls: 1.4057, loss: 1.4057, grad_norm: 3.9580 2020-10-08 10:51:35,441 - mmaction - INFO - Epoch [255][980/999] lr: 9.035e-05, eta: 0:17:11, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.6697, top5_acc: 0.8490, loss_cls: 1.4198, loss: 1.4198, grad_norm: 3.9798 2020-10-08 10:52:44,909 - mmaction - INFO - Epoch [256][20/999] lr: 2.259e-05, eta: 0:16:32, time: 2.517, data_time: 1.318, memory: 8478, top1_acc: 0.6706, top5_acc: 0.8516, loss_cls: 1.3821, loss: 1.3821, grad_norm: 3.9899 2020-10-08 10:53:04,571 - mmaction - INFO - Epoch [256][40/999] lr: 2.259e-05, eta: 0:16:12, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.6719, top5_acc: 0.8568, loss_cls: 1.3738, loss: 1.3738, grad_norm: 3.9971 2020-10-08 10:53:24,476 - mmaction - INFO - Epoch [256][60/999] lr: 2.259e-05, eta: 0:15:51, time: 0.998, data_time: 0.004, memory: 8478, top1_acc: 0.6654, top5_acc: 0.8443, loss_cls: 1.4221, loss: 1.4221, grad_norm: 3.9608 2020-10-08 10:53:44,403 - mmaction - INFO - Epoch [256][80/999] lr: 2.259e-05, eta: 0:15:31, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.6703, top5_acc: 0.8536, loss_cls: 1.4098, loss: 1.4098, grad_norm: 4.0135 2020-10-08 10:54:04,369 - mmaction - INFO - Epoch [256][100/999] lr: 2.259e-05, eta: 0:15:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6702, top5_acc: 0.8411, loss_cls: 1.4473, loss: 1.4473, grad_norm: 3.9863 2020-10-08 10:54:24,412 - mmaction - INFO - Epoch [256][120/999] lr: 2.259e-05, eta: 0:14:51, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6754, top5_acc: 0.8510, loss_cls: 1.3892, loss: 1.3892, grad_norm: 3.9329 2020-10-08 10:54:44,371 - mmaction - INFO - Epoch [256][140/999] lr: 2.259e-05, eta: 0:14:30, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3975, loss: 1.3975, grad_norm: 3.9520 2020-10-08 10:55:04,299 - mmaction - INFO - Epoch [256][160/999] lr: 2.259e-05, eta: 0:14:10, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6626, top5_acc: 0.8417, loss_cls: 1.4380, loss: 1.4380, grad_norm: 3.9983 2020-10-08 10:55:24,323 - mmaction - INFO - Epoch [256][180/999] lr: 2.259e-05, eta: 0:13:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6654, top5_acc: 0.8483, loss_cls: 1.4149, loss: 1.4149, grad_norm: 4.0006 2020-10-08 10:55:44,283 - mmaction - INFO - Epoch [256][200/999] lr: 2.259e-05, eta: 0:13:29, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6596, top5_acc: 0.8504, loss_cls: 1.4183, loss: 1.4183, grad_norm: 3.9939 2020-10-08 10:56:04,284 - mmaction - INFO - Epoch [256][220/999] lr: 2.259e-05, eta: 0:13:09, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8467, loss_cls: 1.4162, loss: 1.4162, grad_norm: 3.9827 2020-10-08 10:56:24,178 - mmaction - INFO - Epoch [256][240/999] lr: 2.259e-05, eta: 0:12:49, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.6626, top5_acc: 0.8466, loss_cls: 1.4087, loss: 1.4087, grad_norm: 3.9804 2020-10-08 10:56:44,249 - mmaction - INFO - Epoch [256][260/999] lr: 2.259e-05, eta: 0:12:29, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6708, top5_acc: 0.8521, loss_cls: 1.4072, loss: 1.4072, grad_norm: 3.9633 2020-10-08 10:57:04,332 - mmaction - INFO - Epoch [256][280/999] lr: 2.259e-05, eta: 0:12:08, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.6680, top5_acc: 0.8452, loss_cls: 1.4200, loss: 1.4200, grad_norm: 3.9844 2020-10-08 10:57:24,434 - mmaction - INFO - Epoch [256][300/999] lr: 2.259e-05, eta: 0:11:48, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.6646, top5_acc: 0.8419, loss_cls: 1.4291, loss: 1.4291, grad_norm: 3.9829 2020-10-08 10:57:44,381 - mmaction - INFO - Epoch [256][320/999] lr: 2.259e-05, eta: 0:11:28, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3670, loss: 1.3670, grad_norm: 3.8907 2020-10-08 10:58:04,437 - mmaction - INFO - Epoch [256][340/999] lr: 2.259e-05, eta: 0:11:08, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6704, top5_acc: 0.8447, loss_cls: 1.4269, loss: 1.4269, grad_norm: 4.0158 2020-10-08 10:58:24,386 - mmaction - INFO - Epoch [256][360/999] lr: 2.259e-05, eta: 0:10:47, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6743, top5_acc: 0.8490, loss_cls: 1.3960, loss: 1.3960, grad_norm: 3.9406 2020-10-08 10:58:44,469 - mmaction - INFO - Epoch [256][380/999] lr: 2.259e-05, eta: 0:10:27, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.6674, top5_acc: 0.8499, loss_cls: 1.4196, loss: 1.4196, grad_norm: 3.9751 2020-10-08 10:59:04,454 - mmaction - INFO - Epoch [256][400/999] lr: 2.259e-05, eta: 0:10:07, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6702, top5_acc: 0.8491, loss_cls: 1.3972, loss: 1.3972, grad_norm: 3.9596 2020-10-08 10:59:24,524 - mmaction - INFO - Epoch [256][420/999] lr: 2.259e-05, eta: 0:09:46, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6770, top5_acc: 0.8565, loss_cls: 1.3641, loss: 1.3641, grad_norm: 3.9234 2020-10-08 10:59:44,560 - mmaction - INFO - Epoch [256][440/999] lr: 2.259e-05, eta: 0:09:26, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.6661, top5_acc: 0.8522, loss_cls: 1.4082, loss: 1.4082, grad_norm: 3.9822 2020-10-08 11:00:05,784 - mmaction - INFO - Epoch [256][460/999] lr: 2.259e-05, eta: 0:09:06, time: 1.061, data_time: 0.002, memory: 8478, top1_acc: 0.6665, top5_acc: 0.8487, loss_cls: 1.4113, loss: 1.4113, grad_norm: 3.9603 2020-10-08 11:00:26,639 - mmaction - INFO - Epoch [256][480/999] lr: 2.259e-05, eta: 0:08:46, time: 1.043, data_time: 0.002, memory: 8478, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4382, loss: 1.4382, grad_norm: 3.9884 2020-10-08 11:00:46,628 - mmaction - INFO - Epoch [256][500/999] lr: 2.259e-05, eta: 0:08:25, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6665, top5_acc: 0.8470, loss_cls: 1.4187, loss: 1.4187, grad_norm: 4.0153 2020-10-08 11:01:06,587 - mmaction - INFO - Epoch [256][520/999] lr: 2.259e-05, eta: 0:08:05, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6676, top5_acc: 0.8484, loss_cls: 1.4111, loss: 1.4111, grad_norm: 3.9697 2020-10-08 11:01:26,622 - mmaction - INFO - Epoch [256][540/999] lr: 2.259e-05, eta: 0:07:45, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.6750, top5_acc: 0.8490, loss_cls: 1.4074, loss: 1.4074, grad_norm: 3.9617 2020-10-08 11:01:46,592 - mmaction - INFO - Epoch [256][560/999] lr: 2.259e-05, eta: 0:07:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6659, top5_acc: 0.8517, loss_cls: 1.4052, loss: 1.4052, grad_norm: 3.9940 2020-10-08 11:02:06,554 - mmaction - INFO - Epoch [256][580/999] lr: 2.259e-05, eta: 0:07:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.6676, top5_acc: 0.8470, loss_cls: 1.4231, loss: 1.4231, grad_norm: 3.9489 2020-10-08 11:02:26,493 - mmaction - INFO - Epoch [256][600/999] lr: 2.259e-05, eta: 0:06:44, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.6697, top5_acc: 0.8460, loss_cls: 1.4238, loss: 1.4238, grad_norm: 3.9420 2020-10-08 11:02:46,512 - mmaction - INFO - Epoch [256][620/999] lr: 2.259e-05, eta: 0:06:24, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.6591, top5_acc: 0.8426, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.9988 2020-10-08 11:03:06,472 - mmaction - INFO - Epoch [256][640/999] lr: 2.259e-05, eta: 0:06:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6676, top5_acc: 0.8490, loss_cls: 1.4079, loss: 1.4079, grad_norm: 3.9885 2020-10-08 11:03:26,498 - mmaction - INFO - Epoch [256][660/999] lr: 2.259e-05, eta: 0:05:43, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6637, top5_acc: 0.8470, loss_cls: 1.4346, loss: 1.4346, grad_norm: 3.9957 2020-10-08 11:03:46,618 - mmaction - INFO - Epoch [256][680/999] lr: 2.259e-05, eta: 0:05:23, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6702, top5_acc: 0.8452, loss_cls: 1.4201, loss: 1.4201, grad_norm: 3.9852 2020-10-08 11:04:06,595 - mmaction - INFO - Epoch [256][700/999] lr: 2.259e-05, eta: 0:05:03, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.6682, top5_acc: 0.8473, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.9875 2020-10-08 11:04:26,549 - mmaction - INFO - Epoch [256][720/999] lr: 2.259e-05, eta: 0:04:42, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.6674, top5_acc: 0.8480, loss_cls: 1.4150, loss: 1.4150, grad_norm: 4.0453 2020-10-08 11:04:46,611 - mmaction - INFO - Epoch [256][740/999] lr: 2.259e-05, eta: 0:04:22, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6685, top5_acc: 0.8467, loss_cls: 1.4061, loss: 1.4061, grad_norm: 3.9401 2020-10-08 11:05:06,503 - mmaction - INFO - Epoch [256][760/999] lr: 2.259e-05, eta: 0:04:02, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.6698, top5_acc: 0.8458, loss_cls: 1.4153, loss: 1.4153, grad_norm: 3.9730 2020-10-08 11:05:26,475 - mmaction - INFO - Epoch [256][780/999] lr: 2.259e-05, eta: 0:03:41, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.6624, top5_acc: 0.8430, loss_cls: 1.4481, loss: 1.4481, grad_norm: 3.9864 2020-10-08 11:05:46,472 - mmaction - INFO - Epoch [256][800/999] lr: 2.259e-05, eta: 0:03:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.6676, top5_acc: 0.8510, loss_cls: 1.4029, loss: 1.4029, grad_norm: 3.9712 2020-10-08 11:06:06,450 - mmaction - INFO - Epoch [256][820/999] lr: 2.259e-05, eta: 0:03:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.6632, top5_acc: 0.8453, loss_cls: 1.4360, loss: 1.4360, grad_norm: 3.9962 2020-10-08 11:06:26,586 - mmaction - INFO - Epoch [256][840/999] lr: 2.259e-05, eta: 0:02:41, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.6668, top5_acc: 0.8483, loss_cls: 1.4178, loss: 1.4178, grad_norm: 3.9514 2020-10-08 11:06:46,471 - mmaction - INFO - Epoch [256][860/999] lr: 2.259e-05, eta: 0:02:20, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.6682, top5_acc: 0.8479, loss_cls: 1.4241, loss: 1.4241, grad_norm: 3.9899 2020-10-08 11:07:06,519 - mmaction - INFO - Epoch [256][880/999] lr: 2.259e-05, eta: 0:02:00, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.6714, top5_acc: 0.8521, loss_cls: 1.3801, loss: 1.3801, grad_norm: 3.9408 2020-10-08 11:07:26,588 - mmaction - INFO - Epoch [256][900/999] lr: 2.259e-05, eta: 0:01:40, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.6678, top5_acc: 0.8475, loss_cls: 1.4199, loss: 1.4199, grad_norm: 4.0135 2020-10-08 11:07:46,694 - mmaction - INFO - Epoch [256][920/999] lr: 2.259e-05, eta: 0:01:20, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6591, top5_acc: 0.8427, loss_cls: 1.4486, loss: 1.4486, grad_norm: 3.9774 2020-10-08 11:08:06,722 - mmaction - INFO - Epoch [256][940/999] lr: 2.259e-05, eta: 0:00:59, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.6642, top5_acc: 0.8474, loss_cls: 1.4424, loss: 1.4424, grad_norm: 4.0022 2020-10-08 11:08:26,788 - mmaction - INFO - Epoch [256][960/999] lr: 2.259e-05, eta: 0:00:39, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.6628, top5_acc: 0.8512, loss_cls: 1.4384, loss: 1.4384, grad_norm: 4.0704 2020-10-08 11:08:46,896 - mmaction - INFO - Epoch [256][980/999] lr: 2.259e-05, eta: 0:00:19, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.6720, top5_acc: 0.8477, loss_cls: 1.4127, loss: 1.4127, grad_norm: 4.0071 2020-10-08 11:09:07,757 - mmaction - INFO - Saving checkpoint at 256 epochs 2020-10-08 11:10:23,745 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 11:10:25,616 - mmaction - INFO - top1_acc 0.7175 top5_acc 0.9020 2020-10-08 11:10:25,616 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 11:10:25,828 - mmaction - INFO - mean_acc 0.7163 2020-10-08 11:10:25,828 - mmaction - INFO - Now best checkpoint is epoch_256.pth 2020-10-08 11:10:25,862 - mmaction - INFO - Epoch(val) [256][999] top1_acc: 0.7175, top5_acc: 0.9020, mean_class_accuracy: 0.7163